tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=14
objective=regression
feature_names=PrecursorMz Mass PrecursorCharge PepLength NumBulky NumTiny NumProlines NumGlycines NumSerines NumPos PosIndexL PosIndexR NumNeg NegIndexL NegIndexR
feature_infos=[290.52375532089195:1702.8951537655421] [672.41592827984402:5568.7013259629502] [1:5] [7:52] [0:18] [0:25] [0:13] [0:38] [0:20] [0:6] [0:1] [0:1] [0:21] [0:1] [0:1]
tree_sizes=4619 4855 4871 4866 4874 4876 4872 4869 4877 4880 4902 4898 4906 4902 4907 4909 4904 4931 4924 4935 4947 4927 4935 4924 4950 4950 4964 4937 4959 4959 4941 4950 4954 4978 4994 4965 4963 4971 4976 4982 4990 4983 4959 4990 5004 4997 5006 4964 4985 4977 5004 5037 5036 4983 5005 4966 5011 5033 5007 4991 5020 5023 4986 4980 5010 5008 5032 5040 4997 5006 5027 5004 5027 5016 5021 5010 5011 5047 5016 5034 5030 5035 5053 5042 4982 5057 5059 5055 5059 5040 5046 5035 5051 5037 5043 5057 5031 4998 5005 5072 5040 5015 5017 5043 5066 5028 4972 5039 5010 5017 5032 5091 4976 5069 5085 5002 5023 5003 5034 5028 5050 4996 4982 5063 5063 4991 4997 4950 5013 5019 5026 4979 5051 5017 4982 5027 5021 5030 4969 5005 5081 4959 4908 4959 5023 4985 4964 4966 5050 4926 4988 5024 4966 4906 5039 5019 4996 5010 4977 4923 4969 5029 4987 4993 5085 4936 4958 4982 4945 4931 4933 4996 4942 4968 4936 4895 4965 5014 4988 4922 4930 4996 4831 4963 5025 4886 4930 5020 4884 4945 4946 4936 4929 4982 4830 4905 5017 4911 4957 4917 5022 5035 4829 4869 4944 4805 4987 4925 4877 4917 4922 4841 4957 4875 4856 4942 4854 4898 4861 4863 4997 4867 4819 4951 5086 4828 4966 5008 4904 4942 4902 4890 4923 4900 4786 4891 5011 4932 4899 4811 4926 4890 4846 5045 4880 5021 4954 4864 4906 4941 4780 4913 5083 4865 4881 4885 4859 4793 5095 4933 4838 4856 4925 4815 4915 4936 5030 4869 4818 4789 5034 4874 4851 4863 4785 4875 4951 5046 4826 4858 4947 4937 4830 4828 4883 4959 4836 4853 5082 4812 4941 4809 4809 4848 4841 4981 4804 4810 5003 4830 4818 4738 4967 4829 4897 4805 4940 4774 4913 5026 4833 4762 4893 4985 4797 4796 4986 4816 4890 4927 4871 4809 4743 4817 4905 4826 4770 4846 4923 4834 5068 4892 4755 4829 4904 4981 4810 4910 4780 4775 4765 5090 4952 4742 4885 4778 5075 4797 4854 4766 4823 4851 4928 4895 4842 4992 4768 4761 4975 4851 4892 4830 4774 4913 5060 4781 4800 4800 4801 5034 4839 5019 4864 4934 4928 4821 4821 4937 4968 4816 4785 5045 4964 4813 4845 4850 4845 4878 4777 4796 4751 4792 4989 4919 4904 4899 4882 4952 4859 4816 4761 5050 4836 4865 4820 5049 4842 4954 4926 4869 4789 4797 4939 4836 4861 4900 4840 4758 4801 4788 4815 4843 4771 4977 5002 4898 4766 4817 4782 4834 5098 4867 4863 4865 4815 4930 4810 4796 4972 4845 4846 4839 4825 4790 4879 4870 4903 4960 4771 4861 4968 4869 4933 4897 4870 4922 4792 4907 5022 4795 4985 4868 4886 4778 4838 4881 4916 4791 4870 4858 4932 4855 4751 4760 4776 4917 4836 4841 4952 4932 4794 4886 4895 4906 4832 4852 4884 5023 4981 4777 4773 4959 4927 4851 4772 4998 4782 4860 4828 4889 4944 5032 4838 4898 4833 4869 4878 4967 4766 4897 4834 4785 4850 4844

Tree=0
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1 3 1 0 0 0 10 10 10 10 1 10 0 0 0 10 10 1 10 10 10 9 4 10 10
split_gain=3790.8 656.706 627.371 142.561 130.321 95.3537 91.5759 75.2931 70.6239 46.4129 30.3382 26.0925 19.3512 16.9543 12.863 10.0311 9.80116 9.591 8.62294 8.51978 8.3944 6.79224 4.97625 4.62234 4.36013 3.98625 3.55733 3.48829 3.10464 3.07442 2.23533 2.15609 2.11783 1.93263 1.89569 1.86642 1.72849 1.58948 1.55705 1.5143 1.44592 1.41261 1.29324 1.26966 1.24874 1.1983 1.45769 1.11393 1.06246 1.03268
threshold=755.3515593304021 1007.5118299007487 571.97651765563876 2251.1234410074267 2.5000000000000004 478.76644316449716 656.34241854418212 865.45763568221207 1187.5997340955021 1966.0031804422072 1710.9654844822753 861.95849707912703 1430.7180435781554 418.890417872782 1187.5997340955021 933.44303385326884 1086.8692189335923 1321.1033005038273 803.94840676866716 698.85635485371711 526.78509853755702 613.81734419944712 1251.6307572680143 2118.0588098971061 1570.8321245839154 1834.9472229483665 13.500000000000002 2423.1344677252664 920.13071123443217 1364.7041533538422 391.20894585815876 0.93218390804597717 0.90550595238095244 0.93440860215053767 0.92052631578947375 2875.3264341504796 0.913664596273292 1104.0542682349771 728.36581536889219 447.70857959119701 0.36899313501144165 0.4431524547803618 2503.1236745302976 0.90550595238095244 0.39339826839826847 0.6478537360890303 2.5000000000000004 4.5000000000000009 0.44590643274853808 0.6984848484848486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 8 13 10 18 16 19 21 27 20 30 37 34 31 26 43 -8 -7 -4 39 45 -14 -12 -10 49 -13 -16 -1 44 41 48 40 -19 47 -6 -21 -15 -9 -17 -28 -2 -3 46 -11 -20 -18 -5
right_child=1 4 6 11 14 12 9 15 17 23 25 28 24 22 29 32 33 35 36 38 -22 -23 -24 -25 -26 -27 42 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.97533919017343784 0.99212408725815793 1.0001277076379169 0.98484000272253602 0.98742388673164116 0.99434114570267451 0.98144997272480228 0.98800710092446342 0.99548609181908043 1.0127079854919485 0.98388125766411527 0.98219586885648347 0.99089847429376621 0.97939739850009055 0.97872172376772804 0.99838566284393038 0.99776972503296624 1.0027641464300754 1.008782940306495 0.99358540543620744 0.98929394453197694 0.98322645933625741 0.98645387605386992 0.97789052905162888 0.98647220016868997 0.98089079863062745 0.98363125926775241 1.0049463727509897 0.9893009912287436 0.99246750609557943 1.0029742475725887 0.97685438918674039 0.99936417850786796 0.99703354200015426 1.001874010026798 0.99496780494976955 1.0117349458209162 0.99288680224151626 0.99603197133787724 0.99031253678540621 0.97992017942198473 0.99699569481851757 0.99941915592419872 1.0065876634283697 0.99108448900164337 1.0018062956727074 0.98590604037368945 0.98540511515760665 0.99493405045357497 1.004482430929637 0.98880858831086704
leaf_weight=4389 6153 2230 13036 4954 4206 13035 12658 3190 185 3348 7945 6141 7942 4443 1685 2995 2047 1965 4440 8092 13575 13042 10038 11965 12708 12364 2819 8987 6479 466 5465 4035 4796 3491 5490 736 6031 2076 6995 6480 3155 2291 2090 5619 2202 2412 2954 2337 1605 1849
leaf_count=4389 6153 2230 13036 4954 4206 13035 12658 3190 185 3348 7945 6141 7942 4443 1685 2995 2047 1965 4440 8092 13575 13042 10038 11965 12708 12364 2819 8987 6479 466 5465 4035 4796 3491 5490 736 6031 2076 6995 6480 3155 2291 2090 5619 2202 2412 2954 2337 1605 1849
internal_value=0.987948 0.995356 0.983373 0.9928 1.00137 0.980054 0.986106 0.994505 1.00329 0.987627 0.984519 0.990009 0.981465 0.97789 0.996043 0.996635 1.00135 1.00718 0.992605 0.988964 0.982356 0.985647 0.978694 0.985834 0.980316 0.98307 1.0059 0.988654 0.991704 0.99938 0.97618 1.0002 0.997794 1.00272 0.995648 1.00959 0.993503 0.9949 0.989766 0.979433 0.996237 0.998485 1.00565 0.991628 1.00096 0.984958 0.984596 0.99405 1.00352 0.9878
internal_weight=0 106745 172886 74907 31838 78075 94811 46497 23405 48424 46387 28410 47260 30815 8433 21917 15610 7795 24580 27745 26610 26078 20961 20679 20650 20309 5094 15790 12620 2151 9854 8467 10082 7143 11835 2701 12808 6282 15087 10923 6345 5286 4909 11772 4432 8714 6302 6777 3652 6803
internal_count=279631 106745 172886 74907 31838 78075 94811 46497 23405 48424 46387 28410 47260 30815 8433 21917 15610 7795 24580 27745 26610 26078 20961 20679 20650 20309 5094 15790 12620 2151 9854 8467 10082 7143 11835 2701 12808 6282 15087 10923 6345 5286 4909 11772 4432 8714 6302 6777 3652 6803
is_linear=0
shrinkage=1


Tree=1
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 1 1 1 3 1 1 0 10 0 10 1 10 10 10 0 4 1 1 0 10 1 1 10 9 9 10 10
split_gain=3421.19 592.677 566.237 128.661 117.615 93.9207 74.4169 67.9844 63.738 38.7061 29.0454 23.5485 19.1318 15.3012 11.6088 9.28091 9.25607 8.84979 8.65587 7.70408 6.70844 5.8189 4.77334 4.49107 3.87107 3.35767 3.21049 3.15975 2.82773 2.77466 2.25366 2.01739 1.81087 1.69517 1.6454 1.49874 1.48231 1.46966 1.45211 1.44458 1.36852 1.36439 1.23944 1.16715 1.11973 1.108 1.32878 1.09481 1.04718 1.03857
threshold=755.3515593304021 1007.5118299007487 577.94158736229213 2251.1234410074267 2.5000000000000004 478.76644316449716 664.82673601874205 872.92399865907191 1187.5997340955021 1984.0536335644945 1723.9474886893252 861.95849707912703 1430.7180435781554 418.890417872782 1187.5997340955021 812.90213645256711 533.27994185234706 1104.0542682349771 1321.1033005038273 947.46592333298213 1240.6405020553241 710.35227943193206 524.6149202379321 1251.6307572680143 1886.8822339757951 2138.0891213547147 13.500000000000002 2408.1508409761141 2763.170641305167 1364.7041533538422 0.93218390804597717 391.20894585815876 0.92052631578947375 2904.5200653263769 0.90121951219512209 0.913664596273292 0.93440860215053767 1078.5099592134823 4.5000000000000009 1008.5543500495641 898.5532874204041 781.39118733466205 0.47140522875816998 2503.1236745302976 1677.9058981599744 0.6478537360890303 2.5000000000000004 1.5000000000000002 0.41042780748663105 0.39339826839826847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 8 13 10 15 17 21 20 27 16 31 37 41 39 30 26 32 -4 -8 -14 40 -12 45 -10 -5 -13 -16 42 -1 38 -20 48 49 -19 -6 -9 -7 -15 -2 -3 -28 -24 46 -11 -23 -21 -17
right_child=1 4 6 11 14 12 9 19 18 25 24 28 22 23 29 35 -18 36 33 34 -22 47 44 -25 -26 -27 43 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.011977948151625596 0.0031057243571458604 0.011896785155838502 -0.0027187880196442751 -0.00020478500460216882 0.0058751930622391035 -0.0065913780394271371 0.00039656525032113902 0.0075054898731925102 0.023522408097176942 -0.0036909321890052729 -0.0051313929248864958 0.0026576952744684868 -0.0079945336890722522 -0.0087073090018295659 0.0099162008698831343 0.005462517119740995 -0.0042573759646602699 0.015123408853819298 0.019878373697585733 0.0095249361499848608 -0.0011345404552461965 0.0014340733267657255 -0.0069609908240304223 -0.009554176357235003 -0.0037639468866602771 -0.0012873005792272017 0.016148875123428386 0.0012424076223005922 0.0041835659313072694 0.014275356864980363 0.011054395613601256 -0.010538508625937949 0.0069686257782328219 0.02286714879183117 0.0088416422491042045 0.004937726420096376 0.013497873432341257 0.0074064277120822284 0.0089787780149662624 -0.0056023097835482105 -0.0075824467791391782 0.0041038049217330284 0.013453048120914309 0.017708102104623921 -0.0060131099908102273 -0.001707784746927064 -0.0021966094006871883 0.0023926500679216558 0.011114855471145133 0.0067306688075830685
leaf_weight=4389 6453 3014 13419 6229 3289 6887 13291 3721 185 3187 10003 5086 9614 4920 1685 3485 13653 2847 2087 2169 13310 5898 6587 10038 10724 10492 2819 9561 7534 466 4762 5465 5895 614 3775 5676 2764 2993 3038 7957 6003 7295 2223 2090 5912 2329 2790 6018 1982 3008
leaf_count=4389 6453 3014 13419 6229 3289 6887 13291 3721 185 3187 10003 5086 9614 4920 1685 3485 13653 2847 2087 2169 13310 5898 6587 10038 10724 10492 2819 9561 7534 466 4762 5465 5895 614 3775 5676 2764 2993 3038 7957 6003 7295 2223 2090 5912 2329 2790 6018 1982 3008
internal_value=0 0.00703837 -0.0043457 0.00460943 0.0127531 -0.00737839 -0.00164579 0.00622921 0.0145772 -0.000164696 -0.00301918 0.00195843 -0.00605334 -0.00955464 0.00769027 0.00452551 -0.00519698 0.0127334 0.0182696 0.00837473 -0.00192989 0.00111588 -0.00715692 -0.00879072 -0.00442389 -0.00188187 0.0170564 0.000671504 0.00356862 0.0108606 0.0118416 -0.0111796 0.0076091 0.0205578 0.00959708 0.00553121 0.0143227 0.00660474 0.0081677 -0.0060612 -0.00808911 0.00363533 0.0125574 0.0168127 -0.00651265 -0.00263291 -0.0029934 0.00191819 0.0102841 0.00605001
internal_weight=0 106745 172886 74907 31838 81425 91461 46497 23405 44005 47456 28410 50610 30815 8433 25917 28497 15610 7795 20580 26729 25207 22113 20961 20727 18798 5094 15790 12620 2151 9999 9854 12654 2701 7926 12169 5611 6282 6759 14844 10923 13748 5237 4909 12499 8306 5977 11916 4151 6493
internal_count=279631 106745 172886 74907 31838 81425 91461 46497 23405 44005 47456 28410 50610 30815 8433 25917 28497 15610 7795 20580 26729 25207 22113 20961 20727 18798 5094 15790 12620 2151 9999 9854 12654 2701 7926 12169 5611 6282 6759 14844 10923 13748 5237 4909 12499 8306 5977 11916 4151 6493
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 0 1 0 0 10 4 10 10 0 10 4 0 0 10 10 0 1 10 3 10 9 10
split_gain=3087.63 534.891 511.33 116.117 106.147 77.8773 74.8151 61.5616 57.635 38.5454 23.9744 21.2525 16.5339 11.4232 10.5219 9.59358 9.32919 8.4225 7.47531 6.51594 5.78116 5.10744 4.53309 4.1032 3.4481 3.14798 3.00154 2.86238 2.58102 2.36156 2.04844 1.97152 1.80096 1.62847 1.59323 1.56503 1.45991 1.41328 1.35049 1.3462 1.33343 1.32706 1.06657 1.03483 1.00771 0.992316 0.989885 1.14486 1.02862 0.988304
threshold=755.3515593304021 1007.5118299007487 571.97651765563876 2251.1234410074267 2.5000000000000004 471.21305960643878 654.32431632631881 858.45016876509555 1173.0767376433671 1957.9177137252361 1710.9654844822753 861.95849707912703 1408.6642937531353 414.64074193296955 1222.5833773881889 928.78428753650576 1289.0088005912796 520.31375749491201 698.85635485371711 1078.5099592134823 800.94442982758699 613.81734419944712 518.23358436394881 2099.0805765883247 1240.6405020553241 1828.8036808517843 2337.1340514624867 2423.1344677252664 920.13071123443217 2818.3175397299569 1104.0542682349771 1433.692583700579 0.90550595238095244 3.5000000000000004 0.93218390804597717 0.93440860215053767 381.95844621414966 0.92052631578947375 4.5000000000000009 733.03783481254891 547.80228560409705 0.913664596273292 0.90550595238095244 441.51958211472498 1651.652491240254 0.38585607940446659 25.500000000000004 0.73431372549019625 2.5000000000000004 0.43614130434782611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 8 13 10 20 19 18 21 27 17 36 30 33 26 -7 -8 34 42 -4 -14 -11 43 -12 -10 -5 -13 -18 -6 -16 38 -9 45 -21 -1 49 -17 -20 -19 -22 -2 -15 -24 -3 47 48 -25 -35
right_child=1 4 6 11 14 12 9 15 16 23 25 28 22 24 31 32 29 40 39 35 41 -23 44 46 -26 -27 -28 -29 -30 -31 -32 -33 -34 37 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.011585852770094218 0.0037387136939771278 0.010821691252114721 -0.0028051007534313395 -0.00013581907545965152 0.005763458141593545 -0.0061031288955660755 2.1651449926355494e-05 0.0058673602917706028 0.022302023178624536 -0.0028210553621744951 -0.005241120030150594 0.0026557279947079793 -0.0077963362666502029 -0.0085507809033525482 0.010147516633259615 0.0085899344811153754 0.018232250097162089 -0.0048211742947087098 0.0012785652571406158 0.013761228524634373 0.0053462596000472132 -0.0013877804834708364 -0.0068112500916921205 -0.0024853313701587616 -0.00926628273694673 -0.0039420267153324291 0.015484878347730891 0.0012236428366497456 0.0040863401842103405 0.021067870825268942 0.0075459894593540439 0.014809027617121794 0.0081452541237672337 0.0070935919437142272 0.010192001673995574 0.012275666355633728 -0.010253114795728683 0.0064876805891142062 0.010138018413238553 0.0022519472694133864 -0.0038924551132804874 0.0042998799204865094 0.0027561640664001785 -0.0074936833563084854 -0.0059122190846923883 0.012395371260808367 -0.00034256528194719592 -0.00051226645667566055 -0.0013905891597886721 0.0085521322833534402
leaf_weight=3304 5788 1942 13036 6803 4206 12910 13295 3461 167 8062 7496 6141 9659 3831 1341 2574 2551 8020 9364 3680 6381 12405 6121 3484 9133 12340 4872 8987 6479 1031 2613 273 5132 2611 3672 3421 5435 4293 3112 5723 7460 5770 5283 5851 6351 2069 1933 2087 5586 2092
leaf_count=3304 5788 1942 13036 6803 4206 12910 13295 3461 167 8062 7496 6141 9659 3831 1341 2574 2551 8020 9364 3680 6381 12405 6121 3484 9133 12340 4872 8987 6479 1031 2613 273 5132 2611 3672 3421 5435 4293 3112 5723 7460 5770 5283 5851 6351 2069 1933 2087 5586 2092
internal_value=0 0.00668646 -0.00412842 0.00437896 0.0121154 -0.00712492 -0.00166086 0.00591775 0.0138484 -0.000318026 -0.00312995 0.00186051 -0.00595871 -0.00926319 0.00730576 0.00773501 0.0170976 -0.00516009 0.000886063 0.0119537 0.00409634 -0.00211402 -0.00698319 -0.00193369 -0.00856936 -0.00443295 0.0157108 0.000637929 0.00339019 0.0190484 0.00644651 0.010936 0.00882432 0.00678903 0.0109445 0.0130455 -0.010757 0.00714362 0.00943722 0.0016478 -0.00437361 0.00484938 0.00326985 -0.00791196 -0.00635344 0.0116334 -0.00138717 -0.00156815 -0.00181111 0.00774238
internal_weight=0 106745 172886 74907 31838 78075 94811 46497 23405 49534 45277 28410 50521 27554 8433 23275 8621 28390 28382 14784 23222 25441 22131 21152 18815 19836 5039 15790 12620 3582 6819 1614 10818 12457 7683 7101 8739 8996 5686 15087 15480 12151 11071 9682 12472 4011 13090 11157 9070 4703
internal_count=279631 106745 172886 74907 31838 78075 94811 46497 23405 49534 45277 28410 50521 27554 8433 23275 8621 28390 28382 14784 23222 25441 22131 21152 18815 19836 5039 15790 12620 3582 6819 1614 10818 12457 7683 7101 8739 8996 5686 15087 15480 12151 11071 9682 12472 4011 13090 11157 9070 4703
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 3 1 3 1 0 10 10 0 1 1 10 10 0 9 0 4 10 3 9 10 10 0 4 10 9
split_gain=2786.9 498.918 445.298 102.309 101.331 67.4482 66.2618 57.8326 53.3396 34.3461 21.4037 18.8783 14.0261 10.5513 10.3095 8.47906 7.46825 7.04805 6.72786 6.65638 6.12172 4.64709 3.78133 3.64165 3.11191 2.94046 2.87122 2.76736 2.35227 2.29349 1.73771 1.72171 1.60684 1.46182 1.42722 1.41244 1.37585 1.31757 1.31205 1.27212 1.24464 1.20395 1.19791 1.17863 1.10755 1.10562 1.08473 1.07745 1.01684 1.0102
threshold=750.05186893448547 995.44446815408207 567.96562146599206 2.5000000000000004 2239.2341228651162 650.00108876836543 471.21305960643878 1173.0767376433671 858.45016876509555 1941.0300553547174 1697.8650502057942 851.91169544844706 1408.6642937531353 1187.5997340955021 414.64074193296955 1321.1033005038273 1078.5099592134823 916.44505744395212 518.23358436394881 692.36069680889545 798.01459575955221 605.82236088400703 690.31264847099226 515.84662348012159 1240.6405020553241 13.500000000000002 1820.9047752929355 24.500000000000004 2377.2264031740556 1364.7041533538422 0.90550595238095244 0.93218390804597717 1078.5099592134823 2469.2009762718558 2936.4214567341296 0.93440860215053767 0.38585607940446659 381.95844621414966 2.5000000000000004 721.40394354093883 3.5000000000000004 0.913664596273292 19.500000000000004 1.5000000000000002 0.65450928381962881 0.47140522875816998 541.78311006701699 3.5000000000000004 0.36899313501144165 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 8 10 14 16 20 19 21 28 18 32 37 25 31 41 -8 -7 47 -4 -11 -14 -16 -9 -12 38 -6 -15 36 45 49 -27 -17 -18 -19 -1 44 -21 -22 48 -24 -42 -13 -3 -20 -2 -10 -5
right_child=1 3 5 13 11 9 12 15 17 22 26 27 23 29 24 34 35 30 46 39 40 -23 42 -25 -26 33 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 43 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.011006559937804616 0.0024170416599084282 0.010243153024676327 -0.0028614323517122306 0.0045231476207240997 -0.00035282451632769025 -0.00014600264982495464 -0.0058396395259397551 0.021158362041466202 0.0060953710205225321 -0.0027317882393175699 -0.0050753097550372099 0.00060516346422151684 -0.0074420040373267401 0.0089544698987943771 -0.0075163606545804972 0.018020400187797343 0.013073167323499273 0.0079367328173028176 -0.0047252333062065589 0.00096369417251484244 0.0039057210475708874 -0.0015069334531945949 -0.0018591824653721068 -0.0061179470536766893 -0.0088029683919085677 0.01420943797314499 -0.0038446422131117979 0.0035913060106550405 0.00092128821645398563 0.012917668716942035 0.0074176481395990179 0.0095211008226933694 0.0066861134222461031 0.015809353652824886 0.020993524632955854 0.011661883030229409 0.0094501118436874157 -0.0097404589621211384 0.0030523270727035798 0.0018639451562234147 0.0043482355172624106 0.0056810717698399672 -0.00086941797369249505 0.0055446552510036761 0.0025859184422412588 0.01178954809549309 -0.0038669273206184194 0.0033911210510330376 0.0074387261168691755 0.0061513884802070987
leaf_weight=3304 4889 2748 11868 2454 5795 12642 12299 199 2837 8968 7817 1730 9176 1685 9682 2207 3680 3176 6765 8191 4589 13576 6319 11964 9133 2981 12038 8126 9663 466 5407 4409 2993 2740 494 3421 2849 5435 2097 7533 4210 4739 5922 4028 1192 1995 8075 6770 2798 1557
leaf_count=3304 4889 2748 11868 2454 5795 12642 12299 199 2837 8968 7817 1730 9176 1685 9682 2207 3680 3176 6765 8191 4589 13576 6319 11964 9133 2981 12038 8126 9663 466 5407 4409 2993 2740 494 3421 2849 5435 2097 7533 4210 4739 5922 4028 1192 1995 8075 6770 2798 1557
internal_value=0 0.00624887 -0.00398725 0.0112691 0.00396789 -0.00170415 -0.00684362 0.0129324 0.00541356 -0.000429785 -0.00309881 0.00162818 -0.00572705 0.00675008 -0.00880003 0.0162427 0.0111765 0.00721207 -0.00497488 0.000708205 0.0038119 -0.00213872 -0.00195179 -0.00669267 -0.00814089 0.0151835 -0.00432916 0.00302115 0.00044364 0.00981307 0.00806837 0.0102324 0.0058094 0.0149757 0.0185642 0.0123933 0.00865235 -0.0102191 0.00209804 0.00139498 0.00456563 0.00626843 -0.00138035 0.00493323 0.00141319 0.0108936 -0.0042582 0.00298266 0.0067624 0.0051552
internal_weight=0 108924 170707 34029 74895 94874 75833 24874 46292 49575 45299 28603 48279 9155 27554 8621 16253 21806 27139 28366 24486 25444 21209 21140 18815 5920 19855 13145 15458 2151 11432 9152 7004 5721 2701 7101 6025 8739 5019 15724 12827 10374 12241 8238 2922 4743 14840 11659 5635 4011
internal_count=279631 108924 170707 34029 74895 94874 75833 24874 46292 49575 45299 28603 48279 9155 27554 8621 16253 21806 27139 28366 24486 25444 21209 21140 18815 5920 19855 13145 15458 2151 11432 9152 7004 5721 2701 7101 6025 8739 5019 15724 12827 10374 12241 8238 2922 4743 14840 11659 5635 4011
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 1 0 1 0 0 0 0 0 0 1 1 0 1 1 1 1 1 3 0 0 0 4 10 0 9 10 10 9 10 4 10 4 0 10 10 9 9 4 10 9
split_gain=2515.87 432.469 421.664 92.4318 86.4587 71.6373 57.4291 47.0957 46.7013 29.0528 22.1321 16.056 13.8273 13.6575 8.63296 8.19504 6.05976 5.8763 5.81174 5.42509 5.37277 4.38888 3.5948 3.09573 3.0931 2.54635 2.26934 2.23655 2.1428 2.04589 1.6873 1.65509 1.64696 1.64559 1.56238 2.32453 1.34845 1.28182 1.1982 1.17521 1.13515 1.05213 1.03429 1.01913 1.01555 1.14392 0.94326 0.936777 0.907824 0.991699
threshold=760.373837362372 579.97247047427209 1007.5118299007487 2275.0720736400158 2.5000000000000004 486.27124121777877 668.84545581684722 1203.0768547389173 872.92399865907191 2001.0640350640863 1730.9070208596752 865.45763568221207 1453.6202201032145 427.24915761725208 1222.5833773881889 1104.0542682349771 818.89450838190703 952.21519948873902 535.58625115744871 1251.6307572680143 2692.3630167879473 719.33492945964201 1273.6870778030454 1901.8677697110745 1613.7989820216142 2147.5229878825721 1390.6758529546753 22.500000000000004 398.64113929865454 942.80558483579864 1124.0910823067372 3.5000000000000004 0.93218390804597717 1433.692583700579 2.5000000000000004 0.65450928381962881 0.93440860215053767 1.5000000000000002 0.90550595238095244 5.5000000000000009 0.90121951219512209 4.5000000000000009 457.23125236079869 0.45080645161290328 0.6478537360890303 2.5000000000000004 1.5000000000000002 5.5000000000000009 0.57359307359307377 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 7 13 10 15 16 21 19 27 18 28 30 32 38 31 -7 -3 26 46 42 48 -14 44 -9 34 -1 -13 -6 -10 39 -16 35 -5 43 -33 -2 -4 -19 -18 -15 -17 45 -11 -8 -28 49 -12
right_child=2 6 4 11 14 12 9 20 17 25 23 29 24 22 33 36 41 40 -20 -21 -22 -23 -24 -25 -26 -27 47 -29 -30 -31 -32 37 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.010130121549026472 0.0037053573078839825 -0.0022253564581527908 0.01011753018834198 -0.0012491019221007454 0.0053079381917051499 -0.0050479330883910767 0.00012814658820873353 0.01992434447867121 0.0056324209093767119 -0.0031775748808165723 -0.0051764830855194595 0.0026036819688680327 -0.0067015378662289397 -0.0072395834291549069 0.0091638977891480098 0.012375706221434501 0.004435804042024899 0.0089335217865195767 -0.0035893017254297402 -0.0008150151746713028 0.018134649494282847 0.0018629702541649166 -0.0079881785379706874 -0.003115769795512474 -0.0054834080070772367 -0.00099066444111908249 0.013858463342072703 0.0013617149638289255 -0.0087931683132677282 0.0039417765192278206 0.0070312421132982961 0.0063164190814886502 0.0094676728063473829 0.013422693492292049 0.00098117662325764693 0.00089842009617624159 0.011702140717013169 0.0074560542700363693 0.0027696194455720459 0.011636013491546998 0.0076762548519137041 0.0054382865448262992 -0.0062904960992946476 0.014171411463165043 -0.001279518782413982 -0.0017720872396514915 0.00093517965572930328 0.015332845131941908 -0.003619926029832641 -0.0040139126433695873
leaf_weight=5506 7158 14584 3047 3171 4802 13630 7276 229 3507 3086 3908 7608 9317 5123 1341 1824 6528 3784 13686 12806 1985 10758 10352 10593 11826 10660 1636 6674 6577 4574 2017 4844 4762 273 3386 2091 3183 5029 6553 2190 3416 4369 6529 1394 2313 2727 7207 3155 3180 3457
leaf_count=5506 7158 14584 3047 3171 4802 13630 7276 229 3507 3086 3908 7608 9317 5123 1341 1824 6528 3784 13686 12806 1985 10758 10352 10593 11826 10660 1636 6674 6577 4574 2017 4844 4762 273 3386 2091 3183 5029 6553 2190 3416 4369 6529 1394 2313 2727 7207 3155 3180 3457
internal_value=0 -0.00366435 0.00613826 0.0040366 0.0109367 -0.00629556 -0.00131769 0.0125007 0.00542759 -1.00942e-05 -0.002504 0.00175126 -0.00506019 -0.0080518 0.00659598 0.0110349 0.00395762 0.00718526 -0.00431712 -0.00156596 0.0159326 0.00109798 -0.00731016 -0.00371949 -0.0060202 -0.00149891 0.0150618 0.000674066 -0.00940239 0.0031061 0.00581768 0.00656548 0.0101406 0.00988425 0.000143381 -0.000395725 0.0124318 0.00689691 0.00325813 0.0107525 0.00833702 0.00483774 -0.00670778 0.0131536 -0.00216564 -0.00251823 0.000529741 0.0148294 -0.00432595 -0.00463079
internal_weight=0 175101 104530 72692 31838 82546 92555 23405 45188 44027 48528 27504 48459 34087 8433 16400 24608 20580 27316 27390 7005 25241 22004 21138 21143 18786 5020 15322 12083 12182 6819 13380 9999 1614 8648 5262 6401 9873 13711 5237 7200 10897 11652 3218 8126 5813 14483 4791 10545 7365
internal_count=279631 175101 104530 72692 31838 82546 92555 23405 45188 44027 48528 27504 48459 34087 8433 16400 24608 20580 27316 27390 7005 25241 22004 21138 21143 18786 5020 15322 12083 12182 6819 13380 9999 1614 8648 5262 6401 9873 13711 5237 7200 10897 11652 3218 8126 5813 14483 4791 10545 7365
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=51
num_cat=0
split_feature=0 0 0 1 0 2 0 0 0 1 1 1 0 0 0 0 0 0 0 1 1 0 0 1 1 1 1 1 1 10 4 0 3 9 10 0 10 10 10 9 0 10 10 9 10 1 10 10 9 4
split_gain=2271.84 426.366 348.333 84.243 75.857 70.7428 50.4631 42.087 35.8753 26.343 21.9719 14.4045 13.4527 13.0101 6.87291 6.76625 5.60269 5.56653 5.2943 5.11456 4.84892 3.60327 3.54452 3.51302 2.86812 2.61224 2.04808 1.979 1.94598 1.54578 1.54242 1.48514 1.28327 1.47393 1.14381 1.12156 1.11976 1.10939 1.10624 1.0798 1.05633 1.0171 1.01225 1.35973 0.969457 0.949273 0.937751 0.920622 2.20391 0.916597
threshold=773.3327466365821 592.26283036141206 1027.0057469844974 2311.1327031133555 488.71890150328699 2.5000000000000004 683.80975018444701 887.94124131670708 1203.0768547389173 2045.0816449749952 1771.8873108145651 1458.8214631008752 895.46853471908219 427.24915761725208 541.78311006701699 1222.5833773881889 835.12391301254218 961.9848145785071 1124.0910823067372 1268.6169496378952 2692.3630167879473 539.63895718885544 733.03783481254891 1273.6870778030454 1909.9731486135049 2519.2547660210666 1390.6758529546753 859.48262794067398 2207.0293116104267 0.9104278074866311 4.5000000000000009 1433.692583700579 26.500000000000004 2.5000000000000004 0.90121951219512209 1124.0910823067372 0.90550595238095244 0.913664596273292 0.67054263565891481 1.5000000000000002 457.23125236079869 0.44590643274853808 0.6478537360890303 2.5000000000000004 0.39339826839826847 1022.5647778423951 0.93440860215053767 0.70659971305595415 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 13 8 10 16 18 22 19 14 25 27 45 35 36 30 29 -3 26 -13 49 40 -12 47 -10 -1 42 41 -9 -17 33 38 -19 -7 44 -18 -14 -32 -15 -4 43 -11 -2 -6 -20 48 -5 -8
right_child=2 6 5 12 11 15 9 17 20 28 24 21 32 23 -16 31 37 34 46 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 39 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0079913392145302686 0.003377969911535713 -0.0017973569635572192 0.010050041768596977 -0.00083599081948980761 -0.0051255826371768582 0.0052183610089369878 0.00016474328850406807 0.0059715864632526325 0.018928127325908588 -0.0026878687520190186 -0.0039208681095502813 -0.0062018334050001787 0.0014111579396620302 -0.0068776042432773868 -0.0031652092027576028 0.0087057028496380969 0.005493110752205984 0.0088088556081511431 0.012816526605267537 -0.00044752190457341318 0.017227916816995488 -0.0049651409904429419 0.0021319499519257446 -0.0075647469225153131 -0.0027432056433758373 0.0016763795627071549 0.014087913431922347 -0.0093674355579476554 -0.00060046840028058325 0.0094086891264413258 0.0064636553251912815 0.012751558603166225 0.0040152916214413912 0.003924220030348576 0.0076086419034847464 0.0066796800539781868 0.0030044726548040072 0.0044492465339890036 0.0032758941054919152 0.0077951940697704811 -0.0059374718911647554 0.011507889141109626 -0.00079424517268140982 -0.0012094723486891054 0.0045334533877180345 -0.0043190234763042928 0.011418916910701658 0.0013043085614870423 0.0011339714416868296 0.0011280767542912939
leaf_weight=3821 4011 13497 2715 3049 6448 3762 3225 5927 229 3281 8689 11095 1852 5123 15549 1341 5545 4259 2386 14618 1985 12555 10208 10818 12766 8537 4791 8262 9049 4536 3165 273 4618 2051 3718 2017 6641 4705 1394 2934 7169 2139 2488 2957 3316 8401 2415 2107 2657 10537
leaf_count=3821 4011 13497 2715 3049 6448 3762 3225 5927 229 3281 8689 11095 1852 5123 15549 1341 5545 4259 2386 14618 1985 12555 10208 10818 12766 8537 4791 8262 9049 4536 3165 273 4618 2051 3718 2017 6641 4705 1394 2934 7169 2139 2488 2957 3316 8401 2415 2107 2657 10537
internal_value=0 -0.00333843 0.00608401 0.00419587 -0.00579622 0.0107392 -0.000936464 0.00552805 0.0122081 0.000344371 -0.00201511 -0.0046199 0.00195297 -0.00760276 -0.00389992 0.00652778 0.00412617 0.00722532 0.0107629 -0.00109553 0.0151359 -0.00554531 0.00142598 -0.00690762 -0.00322014 0.00107177 0.0143087 -0.00893227 -0.00111421 0.0100723 0.006546 0.00939004 0.00340608 0.00287495 0.00824945 0.00572839 0.0034747 0.00501395 0.00221197 0.00710421 -0.0063293 0.0106925 -0.00164696 -0.00198706 0.00390091 -0.00466926 0.0121135 0.000411136 8.13225e-05 0.000902328
internal_weight=0 180556 99075 70486 89241 28589 91315 44221 21196 41745 49570 54048 26265 35193 30398 7393 24218 20003 14191 28115 7005 23650 23970 23110 21455 16350 5020 12083 17775 9390 12026 1614 9915 5297 7977 5779 13968 10250 3246 6099 12292 4854 8726 6238 7327 14849 4801 7813 5706 13762
internal_count=279631 180556 99075 70486 89241 28589 91315 44221 21196 41745 49570 54048 26265 35193 30398 7393 24218 20003 14191 28115 7005 23650 23970 23110 21455 16350 5020 12083 17775 9390 12026 1614 9915 5297 7977 5779 13968 10250 3246 6099 12292 4854 8726 6238 7327 14849 4801 7813 5706 13762
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 1 1 0 3 0 1 3 3 1 3 0 9 10 4 4 9 10 0 10 4 4 4 9 1 10 10 9 1 10
split_gain=2050.41 378.229 320.266 71.3277 70.3738 66.7167 45.4376 38.4825 32.7956 22.8886 20.2645 12.7456 11.7635 10.9348 7.54413 7.06383 5.88183 4.94841 4.91721 3.68453 3.60359 3.11958 2.91877 2.91767 2.86683 2.52045 2.34529 1.82194 1.78453 1.69985 1.58359 1.52755 1.32271 1.28165 1.18482 1.15564 1.13642 1.6582 1.12395 1.06333 1.03765 1.03698 1.00277 1.00094 0.96328 0.955403 0.895299 0.891424 0.856719 0.837563
threshold=770.6416952900895 589.97730241246552 1007.5118299007487 2299.1146759378844 2.5000000000000004 488.71890150328699 683.80975018444701 1159.2799263297591 883.9724472351171 2045.0816449749952 1764.9248019396464 1458.8214631008752 434.74107119872707 865.45763568221207 1289.0088005912796 1203.0768547389173 541.78311006701699 828.44638242267558 1268.6169496378952 952.21519948873902 1070.0586822807675 1619.7821490198942 1296.6554433215954 728.36581536889219 16.500000000000004 398.64113929865454 2311.1327031133555 25.500000000000004 19.500000000000004 2818.3175397299569 22.500000000000004 1433.692583700579 2.5000000000000004 0.67054263565891481 3.5000000000000004 5.5000000000000009 2.5000000000000004 0.65450928381962881 1104.0542682349771 0.913664596273292 3.5000000000000004 4.5000000000000009 4.5000000000000009 1.5000000000000002 1188.6365996124644 0.92052631578947375 0.89564428312159727 1.5000000000000002 1022.5647778423951 0.39339826839826847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 7 12 10 20 17 23 18 16 25 30 26 38 48 40 -3 34 41 -13 -14 -8 -12 -1 -9 32 -11 -16 36 -17 33 -15 -10 -22 37 -5 -6 49 -2 -4 -21 -28 -27 -36 -25 -43 -7 -19
right_child=2 6 4 13 15 11 9 14 19 28 24 21 22 27 29 31 -18 39 -20 42 35 -23 -24 46 -26 44 43 -29 -30 -31 -32 -33 -34 -35 45 -37 -38 -39 -40 -41 -42 47 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0091674154518118691 0.0026364605233403574 -0.0017345471833543008 0.0079431618971938494 -0.0010448041933383079 0.004691787154145222 -0.0048693035303179711 0.00080206683524639401 0.018216822080599156 0.0052070895985423492 -0.0016157690731028861 -0.0038435352090333574 -0.0060022613453147612 -0.0059161995876393248 0.00077170356077907497 0.014868337255203458 0.008069159857717615 -0.0030314196197411196 0.0045218588745619733 -0.00042514581546025296 0.0068263862887506027 0.0097545494521669163 -0.0048179168115088187 -0.0071004385110050167 0.0023645432373796856 -0.0026552114330824195 -0.0072246235118186139 0.011852863407716638 0.00340056569744195 -0.00059869250799846996 0.017274100738139436 0.001328245351179716 0.012113980656905925 0.0030962669899572389 0.0026953009476690915 0.0068987834387418973 0.011031402871543706 0.0010077622105162031 0.00094289474056787287 0.0060581030128923265 0.0040982855568313745 0.0035448381131725618 0.0085404809557807822 0.0080232120970954758 0.013187899727352782 -0.0082774910881716311 0.0058298136693961033 0.0014558029823274307 0.0099359182008695521 -0.0041030722190821631 0.005717785137371382
leaf_weight=5506 5134 14072 2314 2676 4206 6448 12490 183 2908 8128 7948 9310 11182 2087 2551 1610 14974 3094 14618 3001 3446 13804 9731 5577 14043 3957 3059 6258 9188 1031 6188 273 2357 1480 4296 3648 2912 1726 2344 5050 8110 2277 4199 2595 4817 4071 5273 2301 8401 2779
leaf_count=5506 5134 14072 2314 2676 4206 6448 12490 183 2908 8128 7948 9310 11182 2087 2551 1610 14974 3094 14618 3001 3446 13804 9731 5577 14043 3957 3059 6258 9188 1031 6188 273 2357 1480 4296 3648 2912 1726 2344 5050 8110 2277 4199 2595 4817 4071 5273 2301 8401 2779
internal_value=0 -0.00319861 0.00573104 0.00380108 0.00987285 -0.00553538 -0.000943882 0.0112839 0.00505485 0.000301249 -0.00194272 -0.00441368 -0.00722262 0.0017195 0.0137544 0.00595664 -0.00373067 0.00384247 -0.00106739 0.00664076 0.00962008 -0.00529495 -0.00646724 0.00132311 -0.0030847 -0.00832887 0.0126459 0.00280563 -0.0010761 0.0155608 0.000739544 0.00865558 0.00217716 0.00156983 0.0060765 0.0104112 0.000241474 -0.000265438 0.00518074 0.00463029 0.00319271 0.00880582 0.00752437 0.0124656 -0.00780266 0.00637867 0.0019229 0.00924186 -0.0044358 0.00508775
internal_weight=0 179467 100164 68326 31838 88130 91337 23405 42642 40656 50681 52937 35193 25684 9419 8433 29823 24167 28690 18475 13986 23114 20913 23340 21991 14280 5837 12182 17316 3582 13502 1883 5924 3567 11275 7094 7314 4402 6550 10923 13244 6892 7200 5654 8774 8367 10850 4578 14849 5873
internal_count=279631 179467 100164 68326 31838 88130 91337 23405 42642 40656 50681 52937 35193 25684 9419 8433 29823 24167 28690 18475 13986 23114 20913 23340 21991 14280 5837 12182 17316 3582 13502 1883 5924 3567 11275 7094 7314 4402 6550 10923 13244 6892 7200 5654 8774 8367 10850 4578 14849 5873
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 1 1 1 1 3 1 0 1 0 4 9 3 10 4 4 4 10 9 9 9 6 4 9 10 9 10 9 10
split_gain=1851.02 332.038 296.956 73.5356 62.3717 47.9328 44.7552 41.9209 30.0713 22.7553 14.8411 10.7009 8.92976 7.90655 6.80858 5.99199 5.95333 4.5002 4.46875 4.09071 3.56229 3.51362 2.62778 2.57701 2.26091 2.11663 2.102 1.98795 1.64261 1.53713 1.44448 1.30757 1.2912 1.28223 1.18403 1.17062 1.15963 1.07753 1.04527 1.04387 1.01871 0.988655 0.974547 0.948104 0.940924 0.915357 0.897462 0.844074 0.828183 1.42001
threshold=750.05186893448547 977.9268823093272 563.95790788497868 2.5000000000000004 2239.2341228651162 650.00108876836543 1159.2799263297591 465.25684438145873 851.91169544844706 1941.0300553547174 1684.8870457418352 838.67050112781965 1390.6758529546753 1187.5997340955021 1289.0088005912796 1054.4749595559522 409.24659116524867 698.85635485371711 1022.5647778423951 911.950011882387 789.71738991915538 605.82236088400703 1528.8269424041353 2080.9167792779376 1813.8324983603854 2311.1327031133555 24.500000000000004 1222.6315142320243 1321.1033005038273 2790.319728588885 1061.8284994139024 5.5000000000000009 2.5000000000000004 21.500000000000004 0.6198686371100165 3.5000000000000004 4.5000000000000009 4.5000000000000009 0.90550595238095244 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 5.5000000000000009 2.5000000000000004 0.39339826839826847 1.5000000000000002 0.41042780748663105 2.5000000000000004 0.6478537360890303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 8 10 15 16 20 17 21 33 18 30 25 36 -1 -7 -9 37 -2 -4 -14 -11 -12 -8 32 -18 -15 -16 44 -17 34 48 -13 -21 -3 -10 45 -38 -37 -19 -28 -27 -5 -22 -33 -42 49 -6
right_child=1 3 5 13 11 9 14 12 19 23 24 26 22 28 29 31 27 41 -20 35 38 -23 -24 -25 -26 43 42 -29 -30 -31 -32 46 -34 -35 -36 40 39 -39 -40 -41 47 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0084612076489491116 0.0022862065394357129 0.0071398431158732111 -0.0023716383458713057 0.0034224328763829237 -0.0014744287341891399 -3.3490289419655037e-05 0.017305980219195286 -0.0049059227370711039 0.0045221850735600345 -0.0023102767770427344 -0.0042227787584305223 0.00012478563605715977 -0.0062981628389116896 0.0070932693098649585 0.014046202311400927 0.009115236249436864 -0.0062634897934164997 0.00079723444994300751 -0.0036118474090130401 0.0053828721553939932 0.0034368939508059543 -0.0012244524661182332 -0.00513597332875228 -0.0011660174601571831 -0.003153589144519426 0.011017912198298499 0.0034722658650617058 -0.0073241766830424828 0.010090571230387653 0.016239297127386778 0.0053450024074883232 0.009642422473358692 0.0024010754276942146 0.00071309852926090378 0.0019326857398077307 0.0060794342749660064 0.0076312979206416085 0.0055145600955722723 0.0030796146825628847 0.0089884755338558962 0.0065529179374270346 0.0016430386612123549 0.0023122592941157202 0.012350828653749549 0.0049028087839669172 0.0045760172735097261 0.011075554531617245 0.0080313700499599246 0.00042342394097517335 0.00045500904415770959
leaf_weight=7623 9649 3274 13130 2732 2410 14543 183 11881 6057 7759 8097 2024 7541 1492 2379 4313 8908 6808 15214 2317 3824 13576 13700 13450 12699 2157 3021 8763 659 1203 3627 2237 2538 7054 1639 3764 2785 4988 6361 2884 2097 7015 4519 3497 1768 3273 2135 1789 2697 1578
leaf_count=7623 9649 3274 13130 2732 2410 14543 183 11881 6057 7759 8097 2024 7541 1492 2379 4313 8908 6808 15214 2317 3824 13576 13700 13450 12699 2157 3021 8763 659 1203 3627 2237 2538 7054 1639 3764 2785 4988 6361 2884 2097 7015 4519 3497 1768 3273 2135 1789 2697 1578
internal_value=0 0.00509269 -0.00324952 0.00891614 0.0030995 -0.00143334 0.0102842 -0.00564406 0.00426418 -0.000345778 -0.00256836 0.00122961 -0.00478102 0.00531596 0.0130667 0.00879749 -0.0072933 0.000580499 -0.00417929 0.00563308 0.00301939 -0.00178847 -0.00554857 -0.00158463 -0.00356988 0.0120136 0.00221621 -0.00678948 0.00801155 0.0147827 0.00460251 0.00973292 0.0015343 0.000242871 0.000933726 0.00636748 0.00788905 0.00497035 0.00354506 0.00832174 0.0066657 0.00122647 0.00277703 0.0118423 0.00400406 0.00396224 0.0103423 0.00723355 -0.000253313 -0.000710975
internal_weight=0 108924 170707 37325 71599 97077 27047 73630 44119 49575 47502 27480 48336 10278 9419 17628 25294 28366 27095 21012 23107 26706 21241 21209 20796 5837 13741 17671 2151 3582 8127 8685 6201 13739 3663 9967 8943 11045 13458 5669 7650 13823 7540 5654 4500 7097 4372 3886 6685 3988
internal_count=279631 108924 170707 37325 71599 97077 27047 73630 44119 49575 47502 27480 48336 10278 9419 17628 25294 28366 27095 21012 23107 26706 21241 21209 20796 5837 13741 17671 2151 3582 8127 8685 6201 13739 3663 9967 8943 11045 13458 5669 7650 13823 7540 5654 4500 7097 4372 3886 6685 3988
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=51
num_cat=0
split_feature=0 0 0 1 0 2 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 1 1 0 1 3 3 3 1 10 0 4 4 4 9 10 10 4 9 10 5 9 1 10 10 4 10 9 4 9
split_gain=1671.16 313.749 256.625 61.7817 56.0481 51.997 37.1076 31.0492 26.6942 20.9389 14.7563 11.934 10.0951 9.88419 5.01372 5.00952 4.95218 3.88475 3.34616 3.19461 3.05305 2.96023 2.87027 2.31779 2.15061 2.02395 1.95485 1.86166 1.29508 1.27225 1.13351 1.08021 1.06122 1.05751 1.0468 1.35501 1.03003 0.993397 0.97825 0.938641 0.931466 0.942326 0.928828 0.910144 0.909103 0.896816 0.886357 0.852639 0.846879 0.835838
threshold=773.3327466365821 592.26283036141206 1027.0057469844974 2311.1327031133555 498.23485570905876 2.5000000000000004 677.32896724147201 895.46853471908219 1222.5833773881889 2027.995243810725 1771.8873108145651 438.20086738384214 895.46853471908219 1487.7388556757253 1222.5833773881889 1124.0910823067372 835.12391301254218 1098.5186555871444 961.9848145785071 726.03325916382551 633.83839370098701 1307.6734391145453 2739.3600366868154 398.64113929865454 1651.652491240254 16.500000000000004 22.500000000000004 19.500000000000004 1379.8125525987941 0.9104278074866311 1433.692583700579 7.5000000000000009 4.5000000000000009 3.5000000000000004 2.5000000000000004 0.67054263565891481 0.92052631578947375 3.5000000000000004 2.5000000000000004 0.90121951219512209 9.5000000000000018 2.5000000000000004 1188.6365996124644 0.44590643274853808 0.25265957446808512 3.5000000000000004 0.45080645161290328 1.5000000000000002 9.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 11 8 10 16 15 19 20 23 26 17 38 29 37 -6 32 -8 -3 -13 28 -1 -15 -12 34 -11 -10 43 -16 40 -9 -18 35 -5 46 -2 48 -20 41 -14 -25 -4 -40 -21 -17 -35 -7 -39
right_child=2 6 5 12 13 14 9 18 22 27 25 21 31 24 30 36 33 -19 39 45 -22 -23 -24 42 -26 -27 -28 -29 -30 -31 -32 -33 -34 47 -36 -37 -38 49 44 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0082859842011301123 0.0024406319216430869 -0.0015581767091353265 0.008587568199766275 -0.00085565125119267118 -0.003783865159475157 0.0039577506765353801 0.00062868895957291654 0.0051999077097519266 0.016628430405670268 -0.0015416691030472919 -0.0034698323487039914 -0.0051737613556931466 0.0017336861730796978 -0.0052104794939072628 0.0074691583575341586 0.01042481876097278 0.0036557050794810311 -0.0026021013165769442 0.0075744213036060982 0.0012737057944782325 -0.00047976116457699894 -0.0062825007020960201 0.015098739122316233 -0.0064764608121748793 -0.0042085617150311146 -0.002431083349274226 0.0014167454542339311 -0.00055734932466912866 0.012443016737957524 0.0080306093015492849 0.011003752762363071 0.0035337898362227463 0.0062001288474926889 0.0041553204802769949 0.0010307906160453234 0.00094331238742737563 0.0098446537239987517 0.0028311315352880255 0.0046496351098543982 0.0064871671239105505 0.0047000252424810457 0.0031033524649114151 -0.0074504619715667526 0.0099666330753509936 0.0068202672491059439 0.0021398803810544916 0.012215703462145681 0.0051833529691691681 0.0055691398801080106 0.0038171924895703899
leaf_weight=5506 5362 13117 2715 2750 14842 2659 13794 5176 193 9251 7515 13103 3070 9619 1341 1614 3584 13085 4259 5512 13135 11137 1571 4507 12085 12472 8848 9992 4363 4536 273 4284 5438 3895 3062 1690 2857 4447 888 3718 436 2125 5357 2139 1056 6527 1208 4183 1176 4159
leaf_count=5506 5362 13117 2715 2750 14842 2659 13794 5176 193 9251 7515 13103 3070 9619 1341 1614 3584 13085 4259 5512 13135 11137 1571 4507 12085 12472 8848 9992 4363 4536 273 4284 5438 3895 3062 1690 2857 4447 888 3718 436 2125 5357 2139 1056 6527 1208 4183 1176 4159
internal_value=0 -0.00286327 0.00521807 0.00359744 -0.00497163 0.00921374 -0.000802801 0.00473827 0.0104731 0.000218049 -0.00179797 -0.00637425 0.00167667 -0.0038522 0.00560317 0.00934164 0.00360989 -0.00323016 0.00629389 0.00114814 -0.0010186 -0.00568317 0.0132558 -0.00746416 -0.0046526 -0.00282165 0.000913321 -0.00103056 0.0126203 0.00863266 0.00806702 0.00293545 0.00571236 0.00437052 0.000319573 -0.000170911 0.0105139 0.00297483 0.00491505 0.00706766 0.00248024 0.00229394 -0.00700543 0.00919528 0.00582874 0.00174331 0.0111914 0.00468766 0.00445188 0.00330766
internal_weight=0 180556 99075 70486 89241 28589 91315 44221 21196 45076 46239 39610 26265 49631 7393 15069 25630 27927 18591 25833 26252 24240 6127 15370 21704 19987 16350 19243 4556 9390 1614 9915 10614 11662 7502 4440 5679 13968 5779 7977 5631 5195 9864 4854 1944 12039 2822 8078 3835 8606
internal_count=279631 180556 99075 70486 89241 28589 91315 44221 21196 45076 46239 39610 26265 49631 7393 15069 25630 27927 18591 25833 26252 24240 6127 15370 21704 19987 16350 19243 4556 9390 1614 9915 10614 11662 7502 4440 5679 13968 5779 7977 5631 5195 9864 4854 1944 12039 2822 8078 3835 8606
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 1 1 1 3 1 1 3 0 1 0 4 9 10 10 10 1 4 9 10 9 4 10 9 9 9 9 10 4 4
split_gain=1508.63 275.305 237.863 59.7011 51.5413 37.862 36.5731 34.478 25.3478 19.3843 10.8734 9.1356 7.42186 6.47161 5.6228 4.94272 4.49733 4.29398 3.88812 3.34654 3.14263 2.47637 2.29881 2.09543 1.86918 1.7902 1.65844 1.49162 1.3632 1.30609 1.18558 1.17214 1.15939 1.15053 1.09765 1.09622 1.06789 1.04985 0.990031 0.961762 0.929156 0.870241 0.856508 1.14546 0.852557 0.827856 0.802424 0.798014 0.795797 0.768549
threshold=747.39702845930708 977.9268823093272 563.95790788497868 2.5000000000000004 2228.9969941234554 642.29253333308213 1159.2799263297591 462.5928975098721 851.91169544844706 1917.8748258747344 1684.8870457418352 835.12391301254218 1379.8125525987941 1187.5997340955021 1289.0088005912796 1054.4749595559522 404.20786775113203 690.31264847099226 513.92607644211887 903.47680643148226 792.40239783902211 2063.0309978427954 1528.8269424041353 1200.5930205483244 24.500000000000004 2311.1327031133555 1205.6450475795143 15.500000000000002 1321.1033005038273 2936.4214567341296 1078.5099592134823 5.5000000000000009 2.5000000000000004 0.90550595238095244 0.47140522875816998 0.65450928381962881 2377.2264031740556 5.5000000000000009 1.5000000000000002 0.26138716356107666 2.5000000000000004 3.5000000000000004 0.59761904761904772 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.53950103950103967 2.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 8 10 15 16 20 17 23 36 18 30 25 37 -1 46 -9 49 48 42 -14 -4 32 -8 -18 -12 -15 -16 40 -17 35 34 -21 -13 -6 -3 -19 45 47 -22 43 -11 -27 -26 -7 -5 -2 -10
right_child=1 3 5 13 11 9 14 12 19 21 27 24 22 28 29 31 26 38 -20 33 41 -23 -24 -25 39 44 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0077588160552489408 0.0011547877587251545 0.0066849597706688316 -0.0022029654585358853 0.0022495104539363691 -0.00032117277302670129 -0.00057204235191063598 0.015708739295966997 -0.0044318282050965418 0.0039985328831506359 -0.0032512575124136766 -0.0039333701147412203 8.9253961791051824e-05 -0.0057035796107691925 0.0064088642007787402 0.0129761459237119 0.0082040337552444966 -0.0057378528357693659 0.00058084111294628646 -0.0032429899369279497 0.0055929776057290622 0.0026808977075926665 -0.0011328660151245272 -0.0046377599985028646 -0.0012729064171030087 0.0012536566025926784 0.010118520048566605 -0.0067076296426788976 -0.002996266297723019 0.0091393718397038484 0.01574511359698377 0.0049521311350797514 0.0093657905237590749 0.0021533467259458069 0.0051344474811863793 0.0069750579942452207 0.0018015408069699439 0.00056397279182003417 0.0077979305674283879 0.0013741349162272474 0.0029287412322543892 0.0045414182246740235 0.0035390088876242906 -0.0014553593571996776 -0.0018274902397023231 0.011350634800474768 0.0032072764650885282 0.00017360320058324059 0.0038601455175257156 0.0022738865088366231 0.0048960018286592797
leaf_weight=6567 1931 5494 11578 1357 6183 7492 183 12836 5330 2923 6448 2260 7993 1492 3088 4313 8759 7800 14816 3615 4614 14457 13783 12698 2068 3059 8876 12437 659 494 2993 4372 2668 5365 2384 1594 7591 3449 7933 4864 2002 8215 2523 2734 2595 735 6960 1775 8958 4318
leaf_count=6567 1931 5494 11578 1357 6183 7492 183 12836 5330 2923 6448 2260 7993 1492 3088 4313 8759 7800 14816 3615 4614 14457 13783 12698 2068 3059 8876 12437 659 494 2993 4372 2668 5365 2384 1594 7591 3449 7933 4864 2002 8215 2523 2734 2595 735 6960 1775 8958 4318
internal_value=0 0.00456002 -0.00295782 0.00805055 0.00276777 -0.00131785 0.00928325 -0.00509565 0.00382045 -0.000420192 -0.00241645 0.0010839 -0.00433855 0.00480666 0.0117986 0.00793927 -0.00664189 0.00040928 -0.00379485 0.00508503 0.00270014 -0.00152624 -0.00502897 -0.00171648 0.00197433 0.0108416 -0.00622596 -0.00331623 0.00724541 0.013358 0.00416119 0.00878886 0.00135212 0.00566644 0.00614222 0.000797449 0.00016664 0.00711419 0.000980841 0.00250363 0.00370009 0.00323039 -0.00222147 -0.00256316 0.010684 0.00176593 -0.000212944 0.00316231 0.00207543 0.0044002
internal_weight=0 110018 169613 37325 72693 95983 27047 73630 44730 52822 43161 27963 49428 10278 9419 17628 24202 30185 27652 21012 23718 22637 21776 24276 14189 5837 17635 18885 2151 3582 8127 8685 6522 11364 5999 3854 13774 8943 15733 7667 5134 12829 8180 5657 5654 2803 14452 3132 10889 9648
internal_count=279631 110018 169613 37325 72693 95983 27047 73630 44730 52822 43161 27963 49428 10278 9419 17628 24202 30185 27652 21012 23718 22637 21776 24276 14189 5837 17635 18885 2151 3582 8127 8685 6522 11364 5999 3854 13774 8943 15733 7667 5134 12829 8180 5657 5654 2803 14452 3132 10889 9648
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 2 1 0 1 0 0 0 0 0 1 0 0 0 1 3 1 1 0 1 3 1 3 4 9 10 10 4 6 9 10 10 9 10 4 10 4 10 10 10 10 9
split_gain=1362.15 264.372 199.402 53.8802 48.4283 33.6642 33.0849 27.6905 26.3514 15.6935 10.5572 9.47818 6.05649 5.86272 5.85047 3.87333 3.70555 3.43098 3.20673 2.84465 2.80105 2.50889 1.94605 1.79659 1.7543 1.7376 1.5747 1.55699 1.38426 1.29328 1.25554 1.10873 1.05885 1.0351 1.01589 0.979971 0.950665 0.934837 0.923647 0.888552 0.868285 0.844301 0.821914 0.794189 0.781246 0.777777 0.766004 0.717736 0.712274 0.702364
threshold=737.86994514254707 977.9268823093272 555.79974291387714 2.5000000000000004 2207.0293116104267 642.29253333308213 1146.5960345662522 457.23125236079869 841.89925940917726 2.5000000000000004 1657.8115345718741 835.12391301254218 1362.7913459101756 1264.1367493995072 1159.2799263297591 903.47680643148226 1054.4749595559522 404.20786775113203 1008.5543500495641 688.01059651735227 789.71738991915538 600.05354176451453 1511.7047558252741 18.500000000000004 2715.3598764542044 1791.9611273778253 1321.1033005038273 2790.319728588885 12.500000000000002 1205.6450475795143 20.500000000000004 3.5000000000000004 2.5000000000000004 0.50490196078431382 0.93440860215053767 4.5000000000000009 1.5000000000000002 1.5000000000000002 0.913664596273292 0.41042780748663105 1.5000000000000002 0.90550595238095244 2.5000000000000004 0.19756097560975613 5.5000000000000009 0.44590643274853808 0.38585607940446659 0.25265957446808512 0.90550595238095244 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 8 10 16 17 20 19 21 30 18 28 32 38 35 -1 -9 49 41 -4 -14 -11 36 -12 -16 -15 -8 -19 -6 -17 33 -5 45 -3 -13 -33 39 -10 -37 -2 -21 -26 -30 -18 -39 -34 -22 -7
right_child=1 3 5 14 11 9 13 12 15 23 25 24 22 27 26 31 34 29 -20 42 48 -23 -24 -25 43 -27 -28 -29 44 -31 -32 37 47 -35 -36 40 -38 46 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0073708750480011498 0.0022490480610217168 0.0060697537747302216 -0.0021899200316396901 0.0025175495851566102 -0.00054679555279610488 -0.00056701483366310829 0.014806262312494978 -0.0043824948664254867 0.0039640516910532655 -0.0020284438459290625 -0.0037844740282625151 0.0018080489280269789 -0.0055291697052294239 0.011858716334475286 0.0058745681704098253 0.0044973502186012966 0.0081800199441751983 -0.0055404490385066946 -0.0032711233679165704 8.3212514163896493e-05 0.0033091645239051014 -0.0012218002773959058 -0.0045306519011873428 -0.0010984692894546082 0.0016323400781446532 -0.0028494091967178367 0.0086824032695672852 0.013966735068117195 0.0091708593637793399 -0.006455585518323953 0.00040611144628301669 0.0051297752038620354 0.0037698172734046118 0.0040120149244065387 0.0076659728587060482 0.0065265449503506909 0.00059789841804343995 0.0055326772191820577 0.0036046342897192913 0.0051567325212120178 0.0077643267707007933 0.0014377098077434853 0.0010025449177797517 0.002737199843646611 0.010370317986262399 0.0095799769738987347 0.0068510057008125003 0.0053850158072879387 0.002518168036227242 0.00014510196479316899
leaf_weight=6567 6662 3274 13714 1959 5181 7189 147 11621 3498 9819 8221 3713 7768 3222 2061 2695 2232 7580 14702 3157 6015 13070 13123 11024 2360 12557 659 1203 2259 7868 10387 4256 1291 2836 3853 2785 2883 2285 5370 2821 2884 6182 10575 5233 3402 1786 2128 1472 5402 6680
leaf_count=6567 6662 3274 13714 1959 5181 7189 147 11621 3498 9819 8221 3713 7768 3222 2061 2695 2232 7580 14702 3157 6015 13070 13123 11024 2360 12557 659 1203 2259 7868 10387 4256 1291 2836 3853 2785 2883 2285 5370 2821 2884 6182 10575 5233 3402 1786 2128 1472 5402 6680
internal_value=0 0.00419406 -0.00290365 0.00764803 0.00252133 -0.00142869 0.00881909 -0.0049491 0.0035153 -0.000500974 -0.00237361 0.000940903 -0.00426626 0.0110607 0.00456633 0.00472581 0.00745484 -0.00641352 -0.00376177 0.000281063 0.00236507 -0.0017175 -0.00490194 -0.00153657 0.00187562 -0.00321938 0.00655485 0.0124318 0.0100161 -0.00600655 8.89859e-05 0.00538312 0.00385069 0.00340145 0.00824605 0.00675848 0.00127911 0.00565849 0.00408677 0.0044965 0.00715624 0.00185854 0.00079119 0.0023938 0.00989168 0.0088023 0.00616839 0.00463032 0.0029349 -0.000224024
internal_weight=0 114396 165235 37325 77071 96006 27047 69229 47314 48444 47562 29757 47214 10233 10278 23053 16814 22015 26323 27601 24261 26784 20891 20843 14189 20778 2720 4425 5808 15448 15568 11364 7558 4795 7871 8943 6596 8669 11689 6319 5669 12844 13732 7593 5661 4018 4413 2763 11417 13869
internal_count=279631 114396 165235 37325 77071 96006 27047 69229 47314 48444 47562 29757 47214 10233 10278 23053 16814 22015 26323 27601 24261 26784 20891 20843 14189 20778 2720 4425 5808 15448 15568 11364 7558 4795 7871 8943 6596 8669 11689 6319 5669 12844 13732 7593 5661 4018 4413 2763 11417 13869
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=51
num_cat=0
split_feature=0 0 0 1 0 2 0 0 0 1 1 1 0 0 0 0 0 0 1 1 0 0 0 3 1 3 3 0 1 0 4 4 4 10 4 10 9 10 5 10 9 4 4 9 10 3 4 9 10 9
split_gain=1229.83 235.071 185.894 44.8095 38.5791 38.0493 31.564 21.8282 19.9065 15.79 11.5801 7.46835 7.14719 6.48867 3.70395 3.68375 3.37696 2.93467 2.77951 2.69018 2.55153 2.48696 2.0235 1.83543 1.60142 1.52144 1.45398 1.27798 1.25944 1.00969 0.932297 0.924884 0.904178 0.882568 0.845447 0.8365 0.831522 1.11773 0.8219 0.817066 0.811615 0.806122 0.76183 0.757441 0.751148 0.733558 0.721628 0.694015 0.675676 0.871125
threshold=775.87200491785711 586.28815522224716 1027.0057469844974 2324.1417906316678 483.73222613482704 2.5000000000000004 677.32896724147201 895.46853471908219 1203.0768547389173 2027.995243810725 1751.7923478005653 1446.884972012386 895.46853471908219 427.24915761725208 1264.1367493995072 535.58625115744871 835.12391301254218 1104.0542682349771 1251.6307572680143 2692.3630167879473 719.33492945964201 957.12540010465557 529.02724129296462 16.500000000000004 1273.6870778030454 19.500000000000004 22.500000000000004 381.95844621414966 1390.6758529546753 1124.0910823067372 7.5000000000000009 3.5000000000000004 4.5000000000000009 0.90121951219512209 4.5000000000000009 0.93440860215053767 2.5000000000000004 0.67054263565891481 9.5000000000000018 0.47140522875816998 2.5000000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.45080645161290328 19.500000000000004 5.5000000000000009 1.5000000000000002 0.8021739130434784 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 13 8 10 16 17 20 18 15 26 27 29 -6 42 34 -3 28 -8 41 -13 -12 -15 -11 36 -1 -10 -7 38 -22 -18 39 -4 44 37 -5 40 -23 -14 -9 -2 -20 -19 -24 -30 -33 49 -27
right_child=2 6 5 12 11 14 9 21 19 25 23 22 30 24 -16 -17 32 35 43 -21 31 33 45 -25 -26 48 -28 -29 46 -31 -32 47 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0074365110356432703 0.0021033626723966233 -0.0014868494586255084 0.0064832067278897442 -0.00080477593443698577 -0.0035557269846563325 0.0038266953385113463 0.00046306553715310891 0.0043900903292282481 0.014172629929985445 -0.0013271771842683776 -0.0030511011391624325 -0.0047253980618006362 0.0014019460809465275 -0.0047295412051394517 0.0074556738225226779 -0.0024428158685104494 0.0033665933544927383 0.0086026820624778202 -0.00082211630753787571 0.012724542606912873 0.0010193563745738473 0.0059173482945292242 -0.0039035550726945704 -0.0021065641568705487 -0.0056060053309339233 -0.0013429330244516232 0.0012431157942926804 -0.0062828524800736521 0.0095248706871643666 0.0051227888843215245 0.0030756564043202504 0.0013746887506376237 0.0042552471444887588 0.0054736482841642974 0.0076076696929986559 0.0081273189745550822 0.0009276725231249889 0.00086717941220072411 0.0041820423641284006 0.0072657415412547182 0.0026730740823103323 0.0052923895759766845 0.0028821701337130102 -0.00011979030933759145 0.010144318920029715 -0.0027061085985949237 0.010818913136763874 0.0023161130781597246 0.00044311247899588702 -0.00027527512546172018
leaf_weight=3304 5070 12700 2429 2618 14232 3762 11899 4847 229 9311 8527 9633 3070 11050 1129 15570 6618 1824 8058 1985 6726 2675 12039 12961 9864 2860 8719 8779 1636 2502 4284 4156 5044 4073 5361 3183 2944 1617 436 1937 2125 5059 8249 7332 1394 1431 3155 3701 1769 5755
leaf_count=3304 5070 12700 2429 2618 14232 3762 11899 4847 229 9311 8527 9633 3070 11050 1129 15570 6618 1824 8058 1985 6726 2675 12039 12961 9864 2860 8719 8779 1636 2502 4284 4156 5044 4073 5361 3183 2944 1617 436 1937 2125 5059 8249 7332 1394 1431 3155 3701 1769 5755
internal_value=0 -0.00243517 0.00451514 0.00311712 -0.00433416 0.00790811 -0.000731585 0.00409512 0.00898539 0.000209041 -0.00160769 -0.00349734 0.00146627 -0.00567586 0.00481952 -0.00297429 0.00312968 0.00790883 -0.000939334 0.0111663 0.00100639 0.00539238 -0.00417206 -0.00248138 -0.00514292 -0.000863086 0.000809229 -0.00659831 0.0105502 0.00434439 0.00251979 0.00144972 0.00375095 0.00601 0.00725705 0.00870204 0.000282267 -0.000166393 0.0020969 0.00648366 0.0019219 0.0048509 0.00258571 -0.000487519 0.0092705 -0.00377634 0.010377 0.00181814 -0.00044695 -0.000629715
internal_weight=0 181657 97974 69385 85902 28589 95755 43572 21196 46177 49578 52905 25813 32997 7393 29802 24981 14191 28090 7005 26482 18591 23103 21488 20914 19695 15898 12083 5020 6264 9915 14583 11662 8685 7790 6401 7179 4235 5631 4612 5195 9906 13319 15390 3218 13470 4791 7857 10384 8615
internal_count=279631 181657 97974 69385 85902 28589 95755 43572 21196 46177 49578 52905 25813 32997 7393 29802 24981 14191 28090 7005 26482 18591 23103 21488 20914 19695 15898 12083 5020 6264 9915 14583 11662 8685 7790 6401 7179 4235 5631 4612 5195 9906 13319 15390 3218 13470 4791 7857 10384 8615
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 1 0 0 1 0 0 1 0 0 0 0 3 3 0 1 1 1 3 4 1 0 9 10 4 3 4 9 10 10 6 10 9 4 10 9 10 10 10 9 0
split_gain=1110.58 218.947 159.647 45.195 39.0349 28.2584 25.5272 22.97 20.9379 12.4918 8.04617 7.52447 5.50447 5.44241 4.97262 3.29989 2.86929 2.79017 2.71949 2.43425 2.1022 1.80903 1.52616 1.5244 1.39404 1.31136 1.1768 1.16277 1.12631 1.1217 1.09634 1.04247 1.08306 0.977141 0.939893 0.889692 0.855211 0.841708 0.799231 0.798113 0.759505 0.878389 0.753126 0.724034 0.706962 0.697089 0.726926 0.693392 0.688187 0.686923
threshold=735.45332497252207 972.47622060718538 563.95790788497868 2.5000000000000004 2196.1721655225479 1135.086528240877 462.5928975098721 642.29253333308213 841.89925940917726 1917.8748258747344 1684.8870457418352 828.44638242267558 1264.1367493995072 1379.8125525987941 1187.5997340955021 409.24659116524867 1022.5647778423951 903.47680643148226 1040.0256050067871 786.89210308344707 688.01059651735227 13.500000000000002 24.500000000000004 605.82236088400703 2063.0309978427954 2818.3175397299569 2263.042265477196 15.500000000000002 7.5000000000000009 1222.6315142320243 1433.692583700579 2.5000000000000004 0.65450928381962881 5.5000000000000009 20.500000000000004 4.5000000000000009 1.5000000000000002 0.913664596273292 0.41042780748663105 1.5000000000000002 0.70135135135135152 2.5000000000000004 2.5000000000000004 0.90121951219512209 1.5000000000000002 0.90550595238095244 0.39339826839826847 0.47140522875816998 1.5000000000000002 371.21279892533875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 8 18 15 10 19 20 23 34 26 16 28 49 -8 37 43 42 -9 -15 31 -4 40 -14 -7 -12 -5 -17 -16 32 -13 -20 -6 -19 -28 38 -10 -24 41 -11 -2 47 -22 46 -21 -3 -37 -1
right_child=1 3 7 14 11 12 13 9 17 24 27 22 25 21 30 29 -18 35 33 45 44 -23 39 -25 -26 -27 36 -29 -30 -31 -32 -33 -34 -35 -36 48 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0073097318141146107 0.00081941456135338367 0.0058535750340521931 -0.0018339108093594026 0.002897017685837288 -0.00050752581109437557 0.013176503160575071 -0.003818354988923447 -0.00019938911933464493 0.0035746961203882593 -0.0027417758717736967 -0.0033898819707622492 -8.1564712848903096e-05 0.010757674488578749 -0.0047924241385515036 0.0057986509190050715 -0.004898444530931619 -0.0027945352131231453 0.0043261823125521626 0.0067120408313494353 0.0024932063923001012 0.00031437171239744445 -0.0038796883081229981 0.0027363806430097263 -0.0010388221251791275 -0.0010719107294932882 0.012793786287538989 0.0083060496444749866 -0.0025625027645734496 0.0040518838267728117 -0.0057210123619878747 0.0091896929263031533 0.0018248689767235205 0.0015356614789855906 0.00777771821951699 0.00031435642557239938 0.0046991224775171803 0.0094588729741639996 0.0032282864606236433 0.0047058424453233355 0.001685676376260692 -0.0010754298779229021 -0.0015431661490494196 0.0018150427941675711 0.0054395489307801741 0.0010489197101192485 0.0022243824612545363 0.0035672610875677824 0.0071424596801907053 0.0058062106408273877 -0.0062616604559297866
leaf_weight=2196 2319 2510 13130 3794 5408 161 12438 13869 3498 3332 6448 2492 3394 10311 1878 8351 15214 5072 4482 3439 6513 11465 3016 11146 12191 1031 3417 12437 4760 8228 273 2855 1771 4136 9750 2875 3040 5370 2821 4510 2024 2824 10497 3764 6590 5728 2907 1786 2743 5427
leaf_count=2196 2319 2510 13130 3794 5408 161 12438 13869 3498 3332 6448 2492 3394 10311 1878 8351 15214 5072 4482 3439 6513 11465 3016 11146 12191 1031 3417 12437 4760 8228 273 2855 1771 4136 9750 2875 3040 5370 2821 4510 2024 2824 10497 3764 6590 5728 2907 1786 2743 5427
internal_value=0 0.00375635 -0.00264325 0.00683944 0.00221918 0.00790504 -0.0043721 -0.00123673 0.00311266 -0.000476169 -0.00207098 0.000802027 0.00986689 -0.00372065 0.00408005 -0.00570257 -0.00325505 0.00422245 0.00660603 0.00211483 0.000229666 -0.00431187 0.00161033 -0.00146886 -0.00141072 0.0112321 0.00895409 -0.002845 0.00353966 -0.00530668 0.00622903 0.00108547 0.000590288 0.00722349 2.11291e-05 0.00480625 0.00884881 0.00368854 0.00407968 0.00210674 -0.00191567 -0.00219193 0.00163489 0.00594583 0.000683804 0.00262427 0.00298521 0.00638941 0.00523966 -0.00656358
internal_weight=0 115497 164134 38426 77071 27721 73630 90504 47269 47343 43161 29802 11043 49428 10705 24202 27652 22379 16678 24890 26972 21776 14644 24276 20371 4425 6618 18885 8554 16579 2151 7118 4263 8618 15158 10690 6457 11689 6319 7526 8180 6156 12816 8060 13103 12074 6346 4296 5618 7623
internal_count=279631 115497 164134 38426 77071 27721 73630 90504 47269 47343 43161 29802 11043 49428 10705 24202 27652 22379 16678 24890 26972 21776 14644 24276 20371 4425 6618 18885 8554 16579 2151 7118 4263 8618 15158 10690 6457 11689 6319 7526 8180 6156 12816 8060 13103 12074 6346 4296 5618 7623
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0 0 0 3 1 3 1 3 3 1 6 4 9 10 9 4 4 10 10 9 1 0 4 9 4 10 10 10 4 10
split_gain=1002.53 176.212 165.822 35.384 35.2066 28.2953 24.8812 20.2756 16.9141 11.8516 8.99257 6.00395 5.7329 4.41201 3.65231 3.19013 2.91352 2.6931 2.35099 2.24305 2.17648 1.94304 1.69167 1.54915 1.28743 1.15918 1.11804 1.03713 1.01378 0.960358 0.926051 0.913358 0.910587 0.976667 0.909123 0.882549 0.858812 0.850936 0.823818 1.11716 0.802623 0.788993 0.781807 0.766631 0.746331 0.739258 0.7959 0.72057 0.719536 0.712764
threshold=762.92399468051701 577.94158736229213 1001.157454449629 2275.0720736400158 2.5000000000000004 476.23565573595209 668.84545581684722 1187.5997340955021 872.92399865907191 2001.0640350640863 1723.9474886893252 861.95849707912703 1425.6699877693743 423.23027064256206 1222.5833773881889 1086.8692189335923 529.02724129296462 1321.1033005038273 815.90331358780702 1240.6405020553241 933.44303385326884 714.86761375774711 524.6149202379321 16.500000000000004 2157.1361945500553 12.500000000000002 1262.5852040579243 29.500000000000004 25.500000000000004 859.48262794067398 1.5000000000000002 4.5000000000000009 2.5000000000000004 0.67054263565891481 2.5000000000000004 5.5000000000000009 9.5000000000000018 0.25265957446808512 0.56711711711711721 2.5000000000000004 2969.5094685919271 1433.692583700579 4.5000000000000009 1.5000000000000002 5.5000000000000009 0.92052631578947375 0.41042780748663105 0.89564428312159727 2.5000000000000004 0.3133928571428572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 7 13 10 15 18 21 19 27 16 29 34 31 -7 25 -2 -3 45 48 -14 -12 38 -9 -15 30 32 -1 -5 -4 33 -13 36 -22 -6 -36 39 -11 -19 -16 -20 -33 -17 46 -10 -23 -8 -30
right_child=2 6 4 11 14 12 9 17 20 24 23 28 22 26 41 44 -18 40 42 -21 35 47 -24 -25 -26 -27 -28 -29 49 -31 -32 43 -34 -35 37 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0053076816843050205 0.0020414911194212176 -0.0014753987310140316 0.0055031172564677724 0.00061840872979517826 0.0028064814026587843 -0.0033418029851525624 -0.00034385941326091324 0.013209358009436492 0.0038473557159684965 -0.0024020184362290096 -0.0028333488192404245 0.00029500964250262548 -0.004368954904844821 -0.0043957149497267948 0.0057812901158465699 0.0070695215442737342 -0.0023401961172957631 0.01083713682011803 0.002698140270812771 -0.00057965062011823597 0.0047175451619337599 0.0015296396791169762 -0.0034997717914814126 -0.0019831224999301077 -0.00054850326796034032 0.0091020385874679213 -0.005168434595977738 0.001756145796907278 0.0017444153346348676 -0.0063310016291390457 -0.00024070851771184492 0.0059975855026499249 0.0022155850702384431 0.0019307598989797147 0.0034059323898206584 0.0057623765181100822 0.0043019235145121014 0.0052558431328544181 -0.00068787303186516663 -0.0010058840842407562 0.013253804132121034 0.0087302082378567358 0.0035391556950328399 0.0071157340106497565 0.008093983472918901 0.0035480314915787487 0.0050420005354840716 0.00077459844826322692 0.00050851206524913165 0.0028448598528291913
leaf_weight=3267 12413 13419 3067 7919 3336 14148 3295 178 3073 2928 9744 2183 10139 9846 1341 3333 14914 2297 6939 14585 6395 6506 12499 11901 10591 4916 8924 1305 2550 7688 5194 3048 2467 1568 1138 2955 1348 1370 2927 2806 404 273 4592 3084 3810 4873 2552 6144 9960 3479
leaf_count=3267 12413 13419 3067 7919 3336 14148 3295 178 3073 2928 9744 2183 10139 9846 1341 3333 14914 2297 6939 14585 6395 6506 12499 11901 10591 4916 8924 1305 2550 7688 5194 3048 2467 1568 1138 2955 1348 1370 2927 2806 404 273 4592 3084 3810 4873 2552 6144 9960 3479
internal_value=0 -0.00229322 0.00390847 0.00253932 0.00683674 -0.00399924 -0.000827979 0.00782404 0.00341367 2.1359e-05 -0.00160047 0.00110338 -0.0032925 -0.00522847 0.00413058 0.00682318 -0.0028278 0.0099223 0.00251901 -0.00100888 0.00449296 0.000719658 -0.00388906 -0.00236587 -0.000918254 0.00924556 -0.0047631 0.000411895 0.00191743 -0.00602583 0.000278116 0.00620759 0.00146949 0.000978789 0.0036482 0.00504776 0.00323685 0.00441645 -0.0013704 -0.0017188 0.0111986 0.00628008 0.00303306 0.00655994 0.00761596 0.00399883 0.00438935 0.00116292 0.000296625 0.00237942
internal_weight=0 176231 103400 70457 32943 81425 94806 24137 43792 45157 49649 26665 51700 29725 8806 16342 29062 7795 23944 28004 19848 25905 22638 21645 19252 5094 18770 14418 12247 10955 13113 9199 6218 3751 7192 9350 4684 2508 8661 5734 2701 1614 11531 6132 7143 10498 5625 12650 13255 6029
internal_count=279631 176231 103400 70457 32943 81425 94806 24137 43792 45157 49649 26665 51700 29725 8806 16342 29062 7795 23944 28004 19848 25905 22638 21645 19252 5094 18770 14418 12247 10955 13113 9199 6218 3751 7192 9350 4684 2508 8661 5734 2701 1614 11531 6132 7143 10498 5625 12650 13255 6029
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=51
num_cat=0
split_feature=0 0 0 1 0 2 0 0 0 1 1 0 1 0 0 0 0 1 0 0 3 1 3 4 0 1 3 10 9 0 10 9 4 10 1 9 3 9 4 10 9 4 10 9 10 10 9 10 10 9
split_gain=905.401 176.214 134.567 32.3426 30.9391 27.7658 21.6014 15.4772 14.8986 10.3395 9.54937 5.76963 5.74337 5.00111 2.80804 2.71546 2.63139 2.48301 2.38986 1.74779 1.63209 1.60883 1.55569 1.4145 1.33609 1.28697 1.07682 0.981076 0.942276 0.934179 0.92896 2.78474 0.880692 0.870117 0.816072 0.78416 1.15546 0.766785 0.735401 0.73267 0.73044 0.721298 0.707223 1.51264 0.703385 0.702379 0.700127 0.961551 0.669359 0.654984
threshold=778.64491060969465 592.26283036141206 1027.0057469844974 2324.1417906316678 491.23829263604199 2.5000000000000004 690.31264847099226 883.9724472351171 1222.5833773881889 2063.0309978427954 1771.8873108145651 438.20086738384214 1465.6612970695544 895.46853471908219 1289.0088005912796 1124.0910823067372 541.78311006701699 1279.6256317960454 952.21519948873902 828.44638242267558 14.500000000000002 2763.170641305167 17.500000000000004 3.5000000000000004 391.20894585815876 1307.6734391145453 22.500000000000004 0.9104278074866311 1.5000000000000002 1124.0910823067372 0.6984848484848486 2.5000000000000004 4.5000000000000009 0.25265957446808512 1379.8125525987941 2.5000000000000004 29.500000000000004 3.5000000000000004 3.5000000000000004 0.39339826839826847 1.5000000000000002 3.5000000000000004 0.58434959349593507 2.5000000000000004 0.92052631578947375 0.71240601503759404 2.5000000000000004 0.63245614035087727 0.45080645161290328 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 11 8 10 19 15 23 17 24 16 26 29 27 -6 40 41 -2 -14 34 42 -8 -1 -13 46 39 -25 -7 31 -11 -20 37 -10 36 45 -15 -21 -4 -3 -9 43 -12 48 -35 47 -5 -17 -34
right_child=2 6 5 13 12 14 9 18 21 30 22 25 20 33 -16 44 -18 -19 32 38 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 -32 -33 49 35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0062583985821848724 0.00218726787816175 -0.0013998141884277607 0.0062284004555498325 -0.00081433889558943167 -0.002922264946152893 0.0032765187045763048 0.00059099257978899972 0.0033536343932347467 0.012535745433623386 -0.0016848907545248461 -0.003246512724249417 -0.0038822299413113306 -0.0038821612045858069 0.0011397273215980868 0.0067750961341772904 0.0076195882410595777 -0.0019809739828043353 -0.00017272516670842599 0.0045217641484297617 0.0024753403144440345 -0.0030427502734863832 0.011293213068626145 -0.0015307242539297321 0.000962095970109802 -0.0052263019028900102 -0.0046691767754031442 0.0010975643262551172 0.005812148822018158 0.0018434773001543951 0.0044907670328960553 7.4999738445059595e-05 -0.00021911371025836211 0.0049540937365913015 0.0010901507589274756 0.0092163500016043017 0.0032954672897592126 0.0044725259856465693 0.0030397358756506562 0.0033551225032309897 0.0074570828055044031 -0.0007038531088602903 0.0042677551403653277 -0.0017634889237173419 -0.001957622395996758 0.0071728526971553607 0.0024311194995948436 0.00086227197822410248 0.00074856106431655416 0.0091758862864041082 0.006033745444878647
leaf_weight=4389 11315 8274 2458 2364 14210 3762 11192 2908 193 5438 4495 11271 12083 2717 895 1614 15549 14792 3786 3491 11120 1375 10212 6563 10981 9638 8577 4536 5637 2736 3787 8018 2737 1733 4559 2100 468 660 7432 2396 6926 8367 3570 4612 2857 2237 2821 1686 1208 2886
leaf_count=4389 11315 8274 2458 2364 14210 3762 11192 2908 193 5438 4495 11271 12083 2717 895 1614 15549 14792 3786 3491 11120 1375 10212 6563 10981 9638 8577 4536 5637 2736 3787 8018 2737 1733 4559 2100 468 660 7432 2396 6926 8367 3570 4612 2857 2237 2821 1686 1208 2886
internal_value=0 -0.0020714 0.00390779 0.002702 -0.00366073 0.00678784 -0.000554728 0.00353848 0.00770809 0.00031217 -0.00122087 -0.00478559 -0.00289021 0.00128642 0.00414943 0.00686282 -0.00243044 -0.000633899 0.00452296 0.00262279 -0.00347987 0.00978699 -0.00199 0.000996935 -0.00552102 -0.00424497 0.000723929 0.00634084 0.00136934 0.00378778 -0.000616787 -0.000811481 0.00511129 0.0021628 0.00935117 0.00249943 0.00212276 0.00151106 0.00307394 0.00683489 -0.00108269 0.00403199 -0.00235997 -0.00259379 0.00772589 0.00184575 0.000257524 -0.000163709 0.00828579 0.00550822
internal_weight=0 182757 96874 68285 89241 28589 93516 42922 21196 40635 52881 36279 52962 25363 7393 15069 29759 29992 20684 22238 23203 6127 22889 23392 15370 20909 15448 9390 12200 6498 17243 13456 9409 9915 4752 6538 4438 3377 10923 4854 15200 11275 12677 9107 5679 3970 6871 4050 2822 5623
internal_count=279631 182757 96874 68285 89241 28589 93516 42922 21196 40635 52881 36279 52962 25363 7393 15069 29759 29992 20684 22238 23203 6127 22889 23392 15370 20909 15448 9390 12200 6498 17243 13456 9409 9915 4752 6538 4438 3377 10923 4854 15200 11275 12677 9107 5679 3970 6871 4050 2822 5623
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 2 1 0 0 0 1 0 0 0 0 0 0 3 1 1 1 3 0 9 10 3 4 6 1 10 10 1 10 3 10 9 4 4 6 10 10 10 9 3 4 10
split_gain=818.383 161.223 117.842 33.729 28.1856 21.8871 19.3368 16.8928 14.4768 9.46517 6.07913 5.24794 4.13756 3.86434 3.62139 2.26594 2.07971 1.92433 1.88062 1.8561 1.75107 1.28847 1.24578 1.21694 1.19494 1.08205 1.04111 0.929187 1.02069 0.918725 0.90868 0.858727 0.851626 0.841249 0.83206 0.829497 0.798112 0.796643 0.897235 1.99561 0.766611 0.708203 0.703811 0.692577 0.702896 0.681907 0.647695 0.642801 0.605356 0.602091
threshold=735.45332497252207 967.10338307104212 555.79974291387714 2.5000000000000004 2196.1721655225479 1135.086528240877 635.88762092633704 457.23125236079869 841.89925940917726 2.5000000000000004 1657.8115345718741 825.38287943763555 1289.0088005912796 1159.2799263297591 1362.7913459101756 1040.0256050067871 404.20786775113203 505.24249035026872 677.32896724147201 911.950011882387 789.71738991915538 18.500000000000004 1511.7047558252741 2263.042265477196 1194.6559293657062 24.500000000000004 1364.7041533538422 2.5000000000000004 0.45080645161290328 15.500000000000002 6.5000000000000009 1.5000000000000002 2969.5094685919271 0.913664596273292 0.9104278074866311 1205.6450475795143 0.41042780748663105 28.500000000000004 0.6984848484848486 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 0.90550595238095244 0.42705167173252284 0.44590643274853808 1.5000000000000002 30.500000000000004 3.5000000000000004 0.13100686498855837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 8 15 10 16 20 18 24 37 23 27 17 41 -1 -9 -8 33 43 -11 -16 -7 -4 31 -15 28 -5 -12 -25 -13 -14 36 45 -18 -10 38 39 -6 -20 -3 -27 44 -2 -17 -42 -30 -21 -29
right_child=1 3 6 13 11 12 9 14 19 21 29 25 32 26 22 34 35 -19 40 48 -22 -23 -24 30 -26 42 -28 49 47 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 46 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0057268330740562522 0.0013525617597719859 0.0041148979093305884 -0.0016987850350136094 0.0016088832983034438 -0.0011216342502196172 0.011634498466251059 -0.00032228159233277116 -0.0033977867861166786 0.0031027836993127575 -0.0016295223921808097 -0.0029840725130847903 0.0013355325588037068 0.0095892627340897658 0.0046680831383540938 -0.0042977229446083043 0.0061226964847767087 -0.0042913378887972 -0.0025362763350906554 -0.00012482363062965918 0.0034046228095463214 0.0022756040916371233 -0.0008615738985926066 -0.0034988101005800571 0.007264489904076462 -0.0010059783985585111 0.0023693934525135713 0.0072642537622308852 0.0025224018546934806 0.0026363855558304448 -0.0022774251677144786 0.00842500908904854 0.00022928739724354167 0.012026453359366054 0.0027785350553450531 0.0056927465199598523 -0.0050242412671064234 0.0041707885636645802 0.0012005961537036179 0.00061670610540464168 0.00028124190066065413 0.00033276410266533743 0.005270130010728246 0.0013657450674279404 0.0010631616218665732 0.0023701299615339635 0.0073728430074409173 0.001055042197117134 0.0041870440268791716 0.0043932433776803078 0.0040647245395858608
leaf_weight=6567 4035 1629 13235 1892 4559 201 12512 11548 3891 10819 7565 4550 3178 2254 7768 2466 7580 14775 3835 2028 11417 11031 13123 4595 11749 2913 466 883 2443 11734 2665 2855 404 6017 4196 7868 3178 1261 3205 5710 6385 7148 4363 6509 2929 1956 6040 920 6548 2233
leaf_count=6567 4035 1629 13235 1892 4559 201 12512 11548 3891 10819 7565 4550 3178 2254 7768 2466 7580 14775 3835 2028 11417 11031 13123 4595 11749 2913 466 883 2443 11734 2665 2855 404 6017 4196 7868 3178 1261 3205 5710 6385 7148 4363 6509 2929 1956 6040 920 6548 2233
internal_value=0 0.00322455 -0.00226904 0.00581429 0.00187701 0.00672641 -0.00112479 -0.00383767 0.00264259 -0.000457267 -0.00188787 0.000665452 0.00846734 0.00347557 -0.00330433 0.00562119 -0.00498148 -0.00291422 0.00013854 0.00358774 0.00182002 -0.00124182 -0.00379587 0.00779675 -0.00137299 0.00133452 0.00511287 0.00294357 0.00253792 -0.00255442 0.00769049 0.000909019 0.00986414 0.00321306 0.0061971 -0.00466462 0.00358293 -1.16352e-06 -0.000113633 -0.000341576 0.00049314 0.00505572 0.00176756 0.00143397 0.00178054 0.00667568 0.000683876 0.00306059 0.00415946 0.00362767
internal_weight=0 115497 164134 39529 75968 28438 94905 69229 46552 50622 44283 29416 11043 11091 47214 17395 22015 26323 28772 21662 24890 21850 20891 7461 24984 14681 2720 8371 5255 19299 7260 7405 3582 13086 8618 15448 7069 14735 13474 10269 16260 8777 7276 13473 6964 4422 12425 3363 8576 3116
internal_count=279631 115497 164134 39529 75968 28438 94905 69229 46552 50622 44283 29416 11043 11091 47214 17395 22015 26323 28772 21662 24890 21850 20891 7461 24984 14681 2720 8371 5255 19299 7260 7405 3582 13086 8618 15448 7069 14735 13474 10269 16260 8777 7276 13473 6964 4422 12425 3363 8576 3116
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 3 0 3 3 3 10 4 1 4 9 3 10 0 10 10 4 4 9 4 4 4 4 9 10 6 9 4 1 10
split_gain=738.641 143.293 108.329 27.5917 27.2443 18.7266 16.5231 15.7473 14.7753 8.73322 5.88154 5.55207 3.1891 3.0401 2.41388 2.34048 2.03993 1.92359 1.89738 1.82583 1.6398 1.25544 1.15983 1.08164 1.07737 0.998027 0.977015 0.874781 0.848399 0.783338 0.779111 1.24885 0.976393 0.775737 0.771427 0.848821 0.770034 0.76448 0.760712 0.732426 0.728468 0.710719 0.705743 0.68795 1.27838 0.674282 0.655505 0.655255 0.616455 0.583859
threshold=737.86994514254707 989.51400485044212 553.78493563180712 2.5000000000000004 2207.0293116104267 635.88762092633704 1173.0767376433671 851.91169544844706 457.23125236079869 1901.8677697110745 851.91169544844706 1657.8115345718741 1362.7913459101756 1187.5997340955021 1321.1033005038273 1070.0586822807675 916.44505744395212 795.06662848518874 398.64113929865454 679.36994087171206 498.23485570905876 18.500000000000004 600.05354176451453 13.500000000000002 21.500000000000004 12.500000000000002 0.22792207792207794 4.5000000000000009 1188.6365996124644 2.5000000000000004 2.5000000000000004 29.500000000000004 0.67054263565891481 1433.692583700579 0.90550595238095244 0.52440476190476204 7.5000000000000009 5.5000000000000009 3.5000000000000004 5.5000000000000009 3.5000000000000004 3.5000000000000004 6.5000000000000009 2.5000000000000004 0.62645348837209314 1.5000000000000002 1.5000000000000002 4.5000000000000009 2969.5094685919271 0.58434959349593507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 7 11 15 17 18 19 24 22 20 36 25 37 41 29 -1 -7 -10 49 -4 -14 43 -8 38 -13 -20 -2 31 32 -28 -15 35 -18 -5 -3 -12 -17 -21 -9 -27 44 -6 -34 -31 -19 -16 -11
right_child=1 3 5 13 10 9 14 16 12 21 26 27 23 33 48 39 34 47 28 40 -22 -23 -24 -25 -26 42 30 -29 -30 46 -32 -33 45 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0055361687487868825 0.00061903745360191841 0.0047726178536067016 -0.0016194375421740622 0.0023709105592149395 -0.0012605363689600843 -0.00028747487935782654 0.011366146589959197 0.0025545372336058217 -0.0033028508679704542 -0.0017788458530158002 0.00057768712899892549 -0.0027736650283490052 -0.003963784707147428 0.0047392791783644429 0.0093072002582007939 0.0058261052505251994 0.0040559219893529248 0.0019952310599002702 -0.0040933246096920978 0.00017958104826776053 -0.002477905117865982 -0.00079496942730691118 -0.00094156519941930518 -0.0032339997288837402 0.00052942121951636545 0.0072392759207903709 0.00050951422344573834 -0.0021085734956250942 -0.004810619728548733 0.001208767385596155 0.0025119215064481983 0.0041780401319092744 0.0026654312848218872 0.0075917304223983286 0.0036677926485333781 0.005331720672630727 0.0034054985897347106 0.0057078802683210115 0.0022278877440528298 0.006790208449585864 0.00084932932002806645 0.0034106965553255078 0.0083679599561162603 0.00029626848231321614 0.00034294177946850806 0.0011665248528610103 0.0019596802224249006 0.0027564990396255202 0.01142513091528401 -0.00097194816085702295
leaf_weight=5506 2522 5417 14338 3136 3089 13148 192 3418 9640 7740 3284 9748 10922 1878 2297 3791 3603 7677 7970 8356 16059 11426 11270 9488 9114 3383 2216 10032 8539 5708 2997 408 1456 273 5068 2043 4217 3662 887 4101 7897 8335 2345 3452 2080 1548 5921 4474 404 3156
leaf_count=5506 2522 5417 14338 3136 3089 13148 192 3418 9640 7740 3284 9748 10922 1878 2297 3791 3603 7677 7970 8356 16059 11426 11270 9488 9114 3383 2216 10032 8539 5708 2997 408 1456 273 5068 2043 4217 3662 887 4101 7897 8335 2345 3452 2080 1548 5921 4474 404 3156
internal_value=0 0.00308844 -0.0021382 0.00574846 0.00191119 -0.00106592 0.0066028 0.00264447 -0.00366673 -0.000415503 0.000739879 -0.00180713 -0.00315793 0.00344792 0.00838534 0.0056973 0.0036166 0.00181409 -0.0047324 0.000150608 -0.00278735 -0.00116114 -0.00132111 -0.00362453 0.000150402 0.00782021 0.00155688 -0.00243634 -0.00446433 0.00141786 0.00186071 0.00151393 0.0013057 0.00510131 0.0041156 0.00451757 0.00296425 0.00514985 0.000928617 0.00632709 0.000504998 0.00316171 0.00770135 -0.000250291 -0.000615298 0.00189303 0.0015911 0.00227553 0.00962399 -0.00154513
internal_weight=0 114396 165235 35096 79300 97111 25592 48769 68124 51723 30531 45388 46109 9504 8621 16971 22467 26302 22015 29401 25699 22322 25608 20410 17735 5920 12796 19780 16509 14151 8625 5628 5220 2151 10714 5646 7353 9079 4171 7892 16253 11753 5728 8621 5169 3004 11629 12151 2701 10896
internal_count=279631 114396 165235 35096 79300 97111 25592 48769 68124 51723 30531 45388 46109 9504 8621 16971 22467 26302 22015 29401 25699 22322 25608 20410 17735 5920 12796 19780 16509 14151 8625 5628 5220 2151 10714 5646 7353 9079 4171 7892 16253 11753 5728 8621 5169 3004 11629 12151 2701 10896
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 1 1 0 3 3 6 3 4 0 10 4 0 4 10 10 3 10 4 9 10 10 10 10 10 9 5 4 10 3 10 9
split_gain=666.807 119.774 107.404 24.0996 24.0353 17.363 15.2448 14.2943 12.7597 7.35456 5.70422 4.68727 3.46917 3.01323 2.79662 2.61662 1.76474 1.62381 1.57406 1.52992 1.35567 1.21768 1.08455 1.05689 0.907986 0.968118 0.886925 0.870574 0.860396 0.851841 0.830315 0.782314 0.771105 0.732763 0.709534 0.708791 0.69688 0.679059 0.671 0.624543 0.618846 0.617343 0.615013 0.605609 0.576506 0.575812 0.575768 0.55193 0.543269 0.541867
threshold=750.05186893448547 995.44446815408207 571.97651765563876 2.5000000000000004 2239.2341228651162 476.23565573595209 660.36986188195544 1203.0768547389173 858.45016876509555 1975.0328207986952 1710.9654844822753 851.91169544844706 1425.6699877693743 427.24915761725208 1086.8692189335923 1159.2799263297591 920.13071123443217 526.78509853755702 806.96991629943716 2715.3598764542044 1234.5373967394241 705.86497258682209 13.500000000000002 16.500000000000004 1.0000000180025095e-35 25.500000000000004 5.5000000000000009 1321.1033005038273 0.94519519519519524 5.5000000000000009 371.21279892533875 5.5000000000000009 0.93218390804597717 0.47140522875816998 9.5000000000000018 0.93440860215053767 3.5000000000000004 2.5000000000000004 0.43050193050193059 0.913664596273292 0.36899313501144165 0.13714733542319751 0.43050193050193059 1.5000000000000002 11.500000000000002 2.5000000000000004 0.913664596273292 18.500000000000004 0.43614130434782611 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 8 13 10 14 18 21 20 29 17 30 32 37 39 -7 36 28 43 45 -14 -12 -13 -26 -11 -17 -9 -6 -1 -18 33 -3 -15 42 -2 38 -5 40 -10 -39 -16 -4 -27 -8 48 -24 -20 -38
right_child=1 3 6 15 11 12 9 19 16 26 23 24 22 34 35 27 31 -19 46 -21 -22 -23 47 -25 25 44 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 49 41 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0057551668725317464 0.0010808227636978211 0.0049287772079734662 -0.001553037715570138 0.0015103021260677381 -0.00026509806665749594 -0.0027440889066470738 -0.00045510666797571363 0.0084782590577654558 0.0029183953332533796 -0.0012024684195519376 -0.0023793299539878287 0.0023441794013219323 -0.0036524120767343071 -0.0035472150449337523 0.0061786246653882443 0.0041174477975752443 0.0036988919770575748 -0.0019710825309081229 0.0022444342760806232 0.0095087680625755566 -0.0005615283696486814 0.00080175374066775043 -0.0030606570133525999 -0.0016734069106489901 0.00081319617458691651 0.001657349462859005 -0.00051633720585405566 0.0062051833604694923 0.0071950009474009442 0.00049969323720710558 -0.0046803602367544222 0.0046286298369972688 0.0045560208303629043 0.00613476826770132 -0.0041819971594270556 0.0057937928590961665 0.0014070698143126698 0.0021647458440375803 0.0028522901426561069 0.0026719090523760263 0.0039367025784924122 0.003972859437196356 0.0074209898737574781 -0.00090027654723319147 0.0042167288565732354 0.00029845624738697549 0.0019274842287482171 -0.0021463801568701144 0.0032375808379664552 0.0022298276069740298
leaf_weight=2196 5688 2985 8087 1424 5870 13600 3409 2502 2993 9771 10569 2533 8411 9205 2208 2061 7516 13575 3298 1770 12953 11884 10816 10640 5308 5074 9093 659 2733 9588 9887 3237 4772 2179 8437 3910 4143 660 2693 5085 2975 1658 1815 6338 230 9888 5122 1948 2364 3871
leaf_count=2196 5688 2985 8087 1424 5870 13600 3409 2502 2993 9771 10569 2533 8411 9205 2208 2061 7516 13575 3298 1770 12953 11884 10816 10640 5308 5074 9093 659 2733 9588 9887 3237 4772 2179 8437 3910 4143 660 2693 5085 2975 1658 1815 6338 230 9888 5122 1948 2364 3871
internal_value=0 0.00305662 -0.00195035 0.00551637 0.00193901 -0.00331644 -0.000798943 0.00632362 0.00264309 -0.00012525 -0.00140966 0.000799511 -0.0027318 -0.00426741 0.00557315 0.00332309 0.00352274 -0.00235794 0.00185973 0.00823798 -0.000932824 0.000433967 -0.0032116 -0.00202519 0.00149361 0.00129058 -0.000871733 0.00462326 0.00780832 0.000209272 -0.0048757 0.00397877 0.00501423 0.00543766 -0.00385079 0.00627319 0.00150408 0.00277352 0.00238812 0.00307908 0.00342601 0.00345804 0.00673913 -0.00126623 0.00176833 0.000105263 0.00231161 -0.00292112 0.00265909 0.00180449
internal_weight=0 108924 170707 34029 74895 78075 92632 24874 46292 44045 48587 28603 48350 29725 17869 9155 21806 27175 24486 7005 27378 25181 21175 21209 13145 10612 18864 2720 5235 15458 12083 10753 9936 5164 17642 7933 13702 6435 4117 11053 5968 2318 4023 14425 5304 13297 10784 12764 5662 8014
internal_count=279631 108924 170707 34029 74895 78075 92632 24874 46292 44045 48587 28603 48350 29725 17869 9155 21806 27175 24486 7005 27378 25181 21175 21209 13145 10612 18864 2720 5235 15458 12083 10753 9936 5164 17642 7933 13702 6435 4117 11053 5968 2318 4023 14425 5304 13297 10784 12764 5662 8014
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=51
num_cat=0
split_feature=0 0 0 1 0 2 0 0 0 1 2 0 1 0 0 0 0 0 1 4 1 2 4 4 1 3 3 9 10 9 4 5 4 9 10 9 10 10 9 10 9 9 10 9 3 3 10 5 10 10
split_gain=602.289 117.281 89.7105 21.3515 21.3063 18.2429 13.9339 10.3165 10.1067 6.79644 6.21733 4.57934 3.73878 3.42295 1.92152 1.79679 1.58388 1.56155 1.55278 1.27353 1.11767 1.10839 1.09088 1.06462 1.04853 1.04204 0.989437 0.788175 0.757246 2.29108 0.750352 0.74545 0.739017 0.713595 0.713256 0.904259 0.704181 0.681699 0.674338 1.3133 0.660161 0.649841 0.63096 0.627624 0.607456 0.606819 0.601492 0.601039 0.588323 0.676059
threshold=778.64491060969465 594.28164584295212 1027.0057469844974 2324.1417906316678 498.23485570905876 2.5000000000000004 690.31264847099226 883.9724472351171 1222.5833773881889 2063.0309978427954 2.5000000000000004 441.51958211472498 1487.7388556757253 907.74089229267565 1289.0088005912796 1124.0910823067372 947.46592333298213 547.80228560409705 1290.6805954402755 4.5000000000000009 2790.319728588885 2.5000000000000004 3.5000000000000004 5.5000000000000009 1318.6884290140154 17.500000000000004 14.500000000000002 1.5000000000000002 0.6984848484848486 2.5000000000000004 4.5000000000000009 11.500000000000002 3.5000000000000004 1.5000000000000002 0.27149877149877155 2.5000000000000004 0.94519519519519524 0.90550595238095244 2.5000000000000004 0.67054263565891481 1.5000000000000002 1.5000000000000002 0.39339826839826847 3.5000000000000004 29.500000000000004 9.5000000000000018 0.38585607940446659 4.5000000000000009 0.92052631578947375 0.47140522875816998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 11 8 10 19 15 22 18 21 17 23 34 30 48 -6 40 37 36 -1 -8 31 -13 -12 -14 -21 29 -11 -4 -5 -18 -24 43 -36 -10 42 39 -15 -3 -34 -2 -7 -41 -23 -43 -25 49 -9
right_child=2 6 5 13 12 14 9 16 20 28 25 24 26 38 -16 -17 32 -19 -20 27 -22 45 33 47 -26 -27 -28 -29 -30 -31 -32 -33 41 -35 35 -37 -38 -39 -40 44 -42 46 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0039378405236445866 0.0017398983550332304 -0.0011214067363048486 0.0044912387397540512 -3.1156823917744609e-05 -0.0022841721542841802 0.002000336177046261 0.00045478091531273761 0.0031757395456558516 0.0083018149523287205 -0.001465067976588959 -0.0019171732739818666 -0.0030761897383843498 -0.0031185426856080284 0.00071809360293743863 0.0055721480420442022 0.0062905638271105423 0.0032708691744748365 -0.0015446214040423191 -9.7317145501614206e-05 0.002169012526324583 0.0093631931275581434 -0.0054373864298627285 0.00078391512004705145 0.00068403107152406714 -0.003751801274057161 -0.0012317009754835089 -0.0024507753994370612 0.0031400210439000136 0.00012751945180028928 -0.00013554486699925763 0.0054608931119725602 0.0035658584510816285 0.0038820990748066383 0.0015509245866663583 0.0030505857903906711 0.0047082667595685929 0.0071033501600784189 0.0014372984210960049 0.0023721006849765193 0.0020333776851334433 -0.00048203911118713987 0.0041764711849844689 0.0026400271788234778 0.0046697657606128489 0.0044570530197973824 -0.004564447809428337 0.0053726202817101377 0.0015011374431353069 0.0028611089011133994 0.0043072227980652132
leaf_weight=6047 4317 8819 2876 5379 14244 1794 11192 3446 2300 5438 12308 12537 10901 2665 895 5679 1998 14307 13103 4496 1203 2679 6563 7990 10597 10089 11295 3905 3787 8018 6514 148 3933 5637 3364 1089 2624 5974 3662 2091 7446 2096 3546 251 295 7750 2108 3133 4963 2140
leaf_count=6047 4317 8819 2876 5379 14244 1794 11192 3446 2300 5438 12308 12537 10901 2665 895 5679 1998 14307 13103 4496 1203 2679 6563 7990 10597 10089 11295 3905 3787 8018 6514 148 3933 5637 3364 1089 2624 5974 3662 2091 7446 2096 3546 251 295 7750 2108 3133 4963 2140
internal_value=0 -0.00168945 0.00318723 0.00220271 -0.00297032 0.00553876 -0.000436915 0.00288235 0.0062847 0.000256094 -0.000980919 -0.00383937 -0.00229199 0.00105254 0.00340014 0.0055885 0.00368611 -0.00191358 -0.000502387 0.00213476 0.00799695 -0.00447641 0.000811273 0.00063235 -0.00338567 -0.00160839 -0.00277873 0.00262036 -0.000497067 -0.000672848 0.0051639 6.51627e-05 0.0041325 0.00113831 0.00310098 0.00345598 0.00766315 0.00183993 0.0018555 0.00148096 -0.000828709 0.00434407 0.00214583 0.00232798 0.00233304 -0.00478869 0.00477625 0.000914184 0.00325725 0.00360921
internal_weight=0 182757 96874 68285 90357 28589 92400 42922 21196 40635 51765 39610 50747 25363 7393 15069 20684 28551 29368 22238 6127 16476 23392 16650 23134 22397 22196 8401 17243 13456 9390 5527 10135 12200 6498 4453 4924 13837 8713 5051 16265 8137 7863 2045 2386 10429 4204 11123 10549 5586
internal_count=279631 182757 96874 68285 90357 28589 92400 42922 21196 40635 51765 39610 50747 25363 7393 15069 20684 28551 29368 22238 6127 16476 23392 16650 23134 22397 22196 8401 17243 13456 9390 5527 10135 12200 6498 4453 4924 13837 8713 5051 16265 8137 7863 2045 2386 10429 4204 11123 10549 5586
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 2 1 0 0 0 1 4 0 4 0 2 4 4 4 3 9 9 10 0 9 9 4 1 10 4 6 4 3 10 5 9 9 10 10 10 9 10 5 4 3 4
split_gain=544.417 107.381 78.2628 22.2076 18.7332 14.6761 13.2587 10.9791 9.65685 6.3534 3.97441 3.5424 2.88511 2.71166 2.44597 1.56872 1.41568 1.37227 1.2939 1.28601 1.20607 1.07267 0.979434 0.979036 0.967861 0.929886 0.998002 0.87708 0.817141 0.810183 0.806847 0.799605 0.778529 0.744256 0.738027 0.728845 0.706867 0.702627 0.692733 0.689127 0.636656 0.789084 0.627708 0.613634 0.590085 1.7513 0.590065 0.589694 0.587838 0.587184
threshold=735.45332497252207 967.10338307104212 553.78493563180712 2.5000000000000004 2196.1721655225479 1135.086528240877 633.83839370098701 450.88278980212209 841.89925940917726 2.5000000000000004 1657.8115345718741 815.90331358780702 1264.1367493995072 1124.0910823067372 1346.6439699829441 5.5000000000000009 502.78065897777708 4.5000000000000009 675.32011363590209 2.5000000000000004 2.5000000000000004 5.5000000000000009 5.5000000000000009 12.500000000000002 1.5000000000000002 1.5000000000000002 0.39339826839826847 1364.7041533538422 1.5000000000000002 1.5000000000000002 7.5000000000000009 1925.0712920527774 0.93844696969696983 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 0.51925925925925942 11.500000000000002 1.5000000000000002 2.5000000000000004 0.53950103950103967 0.3816526610644258 0.46770833333333339 2.5000000000000004 0.57359307359307377 3.5000000000000004 2.5000000000000004 23.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 8 15 10 19 20 18 24 46 32 40 16 31 -9 47 -8 -1 -2 44 38 -16 -4 -22 -27 -15 -17 -19 -14 -3 37 -33 -24 -12 -21 -7 -13 -20 41 -5 -41 -31 45 -11 -6 -10 -36 -26
right_child=1 3 6 13 11 12 9 14 17 21 35 22 30 27 23 28 -18 29 39 36 25 -23 34 -25 49 26 -28 -29 -30 43 -32 33 -34 -35 48 -37 -38 -39 -40 42 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0036386558664434293 0.00069375801556256593 0.0071969266393369889 -0.0014253067817415976 0.0011829166957352862 -0.00034321023283609978 0.0062173983026742145 -0.00029004939503201921 -0.0028238184483453978 0.0018171310202613625 -0.0024032639352536307 -0.0024155558254567275 0.00030061694183206684 0.0074368305684565294 0.0036682627525708037 -0.0036603949598479298 0.0046191757580494762 -0.0020940791525624826 0.0029124220030930853 6.2347953822683723e-05 -0.0048427307650476953 0.0012960968542511022 -0.0006389962054301144 0.0020450588113240533 -0.0029200982279737413 -0.001263971406777833 0.0015256167649431015 0.0025007074415209344 0.0059916568856062807 0.0056750827432781488 0.0033290869077511444 0.0088869306358215997 0.003394685260887707 0.005711941495259336 0.004372595086635094 0.00050070463288002848 -0.0018011303341898322 -0.0040751086806899081 0.007723183005759731 0.0034402868870569109 0.00031131392398223032 0.0028837023663285835 0.0025069906899465137 0.0011786014300166942 0.004448725148983197 -0.00097082138393164187 -0.00074969184714356062 0.00032813651712246955 0.0027244793331793293 0.0013632514510559233 -0.00051151305994718329
leaf_weight=7791 4056 214 13994 1982 7696 2014 12496 12086 2231 3583 9538 4396 3019 3165 6333 3752 14766 5328 8467 6073 10231 10016 2530 15150 4190 5833 4770 466 3581 2927 1406 2669 3345 7179 2954 9771 5925 1259 183 4644 2875 2603 3788 2103 5827 2895 5695 9073 5962 6801
leaf_count=7791 4056 214 13994 1982 7696 2014 12496 12086 2231 3583 9538 4396 3019 3165 6333 3752 14766 5328 8467 6073 10231 10016 2530 15150 4190 5833 4770 466 3581 2927 1406 2669 3345 7179 2954 9771 5925 1259 183 4644 2875 2603 3788 2103 5827 2895 5695 9073 5962 6801
internal_value=0 0.00263001 -0.00185067 0.00474352 0.00153027 0.00548364 -0.000930983 -0.00314682 0.00215441 -0.000387205 -0.00156588 0.000542537 0.00690923 0.00284583 -0.00274068 0.00457862 -0.00242253 0.00292635 9.57213e-05 -0.00413885 0.00148259 -0.00102318 0.00104411 -0.00313833 -0.00114951 0.00163616 0.00196428 0.00396645 0.00513482 0.00334208 0.00789759 0.00417327 0.00624838 0.00410756 0.00129135 -0.00210464 -0.00446365 0.00679662 0.000426094 0.00038098 0.00230039 0.00193462 0.000700935 0.0037972 -0.0013359 -0.00166429 -5.76961e-05 0.0025454 0.00107748 -0.000798366
internal_weight=0 115497 164134 39529 75968 28438 96010 68124 46552 51716 44294 29416 11043 11091 48335 17395 26852 21662 29395 19789 24890 22321 16025 21483 24985 20834 10603 3631 7333 10358 4425 10062 6618 9848 11446 19309 11998 3273 4579 16899 7460 4585 8432 5030 12305 6478 13391 11304 8916 10991
internal_count=279631 115497 164134 39529 75968 28438 96010 68124 46552 51716 44294 29416 11043 11091 48335 17395 26852 21662 29395 19789 24890 22321 16025 21483 24985 20834 10603 3631 7333 10358 4425 10062 6618 9848 11446 19309 11998 3273 4579 16899 7460 4585 8432 5030 12305 6478 13391 11304 8916 10991
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 2 0 0 0 1 1 0 2 0 0 0 1 4 4 4 9 4 1 3 9 10 9 2 1 4 9 10 9 10 10 10 3 10 9 10 10 9 5 6 9 10 10 6 3 10
split_gain=491.447 97.5383 71.9617 18.6907 17.1485 14.8775 10.6369 8.23204 8.06905 5.28241 5.10947 3.73782 3.29114 2.69658 1.59382 1.47311 1.45557 1.28218 1.26507 1.11133 1.02356 0.963488 0.96269 0.959405 0.912576 0.906137 1.16599 0.895299 0.871165 0.845523 0.827677 0.730711 0.65318 0.701557 0.641783 0.635746 0.630881 0.82328 1.66237 0.628928 0.617957 0.809078 0.615224 0.763544 0.621947 0.932401 0.591033 0.579334 0.608716 0.552558
threshold=781.39118733466205 600.05354176451453 1027.0057469844974 498.23485570905876 2337.1340514624867 2.5000000000000004 698.85635485371711 1222.5833773881889 899.47091450355208 1791.9611273778253 2089.9268894673855 441.51958211472498 2.5000000000000004 907.74089229267565 1264.1367493995072 1104.0542682349771 1098.5186555871444 2.5000000000000004 3.5000000000000004 4.5000000000000009 1.5000000000000002 5.5000000000000009 2818.3175397299569 14.500000000000002 1.5000000000000002 0.24695121951219515 2.5000000000000004 2.5000000000000004 1318.6884290140154 2.5000000000000004 1.5000000000000002 0.30860805860805868 1.5000000000000002 0.3816526610644258 0.92052631578947375 0.40238095238095245 26.500000000000004 0.6198686371100165 2.5000000000000004 0.94519519519519524 0.27149877149877155 2.5000000000000004 9.5000000000000018 2.5000000000000004 2.5000000000000004 0.73746867167919816 0.43050193050193059 1.5000000000000002 26.500000000000004 0.70135135135135152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 8 7 9 15 18 17 29 27 16 25 40 -4 -5 -3 -2 -10 -19 49 39 -14 -20 26 -6 -1 -13 -8 -21 -26 -31 -34 46 -32 37 38 -12 -9 -7 -42 43 44 45 -15 -17 -27 -49 -11
right_child=2 6 5 12 13 14 10 22 19 21 36 28 23 42 -16 34 -18 20 24 30 -22 -23 -24 -25 31 47 -28 -29 -30 32 35 -33 33 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.0035590157194168026 0.0015312657986848259 -0.00087769314060190558 0.0045734067917280637 -0.0020478465289344664 -0.00088841640236354705 0.0020343775339699828 0.00018702044464336697 0.0075391923485398906 0.0029884477340422081 -0.0017718582413972482 -0.0014380177834743132 -0.0027755218227258575 -0.0028199611324694011 0.00075153446381569927 0.0048039123675136033 0.0054497992146383583 -0.001355664358924646 -0.00046624840368400641 0.0019117971854588278 0.0033282013882253154 0.00022675629347618378 -0.00095281324637872108 0.0086183010762991893 -0.0021820520755061307 0.0021507947498091828 0.0012012992938794157 0.00059190416835216888 -0.0043237113657478557 -0.0033913468678010506 0.00065809737368677441 0.0036873794724687197 0.0031059606251687233 0.00084795046257396588 0.0017535830430877556 0.0050913347449410579 0.0048204528992687352 0.00055028128955988238 0.00013460873509153228 -0.00015386538375815846 0.0064254824932264525 0.0027042547730424071 0.0042920463464236995 0.0034150221693852174 0.00084505274077544099 0.0024940221296797884 0.002470816514896201 0.0067268896995847944 9.6549070427610168e-05 0.0014570409534198346 -0.0009733545894814611
leaf_weight=6047 8320 8529 7790 14842 1992 1987 4366 2368 7938 11508 4507 12537 11055 1961 1129 1993 15555 11797 7971 5009 9717 8687 1031 12626 3710 5822 4004 10429 10597 8592 2540 4350 4537 4045 3625 2415 1645 3891 5717 2728 3207 1070 482 2486 2465 1319 1661 3264 1099 2669
leaf_count=6047 8320 8529 7790 14842 1992 1987 4366 2368 7938 11508 4507 12537 11055 1961 1129 1993 15555 11797 7971 5009 9717 8687 1031 12626 3710 5822 4004 10429 10597 8592 2540 4350 4537 4045 3625 2415 1645 3891 5717 2728 3207 1070 482 2486 2465 1319 1661 3264 1099 2669
internal_value=0 -0.00151241 0.00290511 -0.00264233 0.00201063 0.00500597 -0.000338874 0.0056796 0.00262396 -0.000794759 0.000307761 -0.00346751 -0.00203792 0.000969632 0.00307466 0.00505128 -0.00169364 -0.000358912 0.00203152 0.00342982 -0.000153246 -0.00136746 0.0072249 -0.00247985 0.00229114 0.000587766 0.00010011 -0.00404305 -0.00305761 0.000808324 0.00378144 0.0026663 0.000966273 0.00127481 0.0055627 0.00423962 -0.000376384 -0.000484381 -0.000719953 0.006943 0.00276299 0.00310148 0.0016788 0.00157713 0.00189391 0.00144292 0.00603033 0.000874854 0.000439245 -0.00162153
internal_weight=0 183895 95736 93688 67147 28589 90207 21196 42253 52907 37300 39610 54078 24894 7393 15069 30397 30043 24351 17902 21514 22864 6127 23681 16031 16181 5996 16476 23134 21540 9964 8060 17174 8582 7279 4955 15760 14115 10224 5096 6264 4277 8713 8231 5745 3280 3654 10185 4363 14177
internal_count=279631 183895 95736 93688 67147 28589 90207 21196 42253 52907 37300 39610 54078 24894 7393 15069 30397 30043 24351 17902 21514 22864 6127 23681 16031 16181 5996 16476 23134 21540 9964 8060 17174 8582 7279 4955 15760 14115 10224 5096 6264 4277 8713 8231 5745 3280 3654 10185 4363 14177
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 1 0 0 1 0 0 0 4 1 4 4 4 10 9 10 0 1 4 3 10 9 4 9 0 10 10 4 4 4 9 4 9 9 3 4 6 2 10 3 9
split_gain=444.053 87.7369 63.9202 18.076 15.2586 11.9889 11.0069 8.5787 7.94416 4.58883 3.40536 2.93976 2.27056 2.26873 1.85795 1.8261 1.68647 1.21036 1.15193 1.08275 0.963116 0.893382 0.870427 0.85403 1.29834 0.829691 0.820188 0.807745 0.775568 0.822178 0.953455 0.699437 0.689561 0.688904 0.659007 0.659019 0.651145 0.645018 0.64288 0.629357 0.627656 0.616384 0.611557 0.600423 0.584485 0.58147 0.559627 0.558129 0.557604 0.555446
threshold=735.45332497252207 967.10338307104212 567.96562146599206 2.5000000000000004 2196.1721655225479 1159.2799263297591 468.21736023005212 647.98630327695878 848.41687930959222 1933.0103717701843 1697.8650502057942 825.38287943763555 1124.0910823067372 1396.6810752259844 1054.4749595559522 1289.0088005912796 418.890417872782 4.5000000000000009 1037.4899353787744 5.5000000000000009 3.5000000000000004 2.5000000000000004 0.14459930313588851 2.5000000000000004 0.67054263565891481 518.23358436394881 2311.1327031133555 8.5000000000000018 21.500000000000004 0.71611721611721624 2.5000000000000004 5.5000000000000009 1.5000000000000002 800.94442982758699 0.90550595238095244 0.54653679653679665 7.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 27.500000000000004 4.5000000000000009 1.5000000000000002 3.5000000000000004 0.5270467836257311 37.500000000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 8 14 16 10 17 20 21 37 -5 18 40 26 -1 33 -8 34 49 -4 39 24 -24 -15 -7 -14 29 30 47 -11 -23 -2 35 -10 -17 -6 -16 -13 -3 -22 -19 45 -28 -26 48 -12 -29 -9
right_child=1 3 7 12 11 15 13 9 19 31 28 22 27 25 38 36 -18 42 -20 -21 41 32 23 -25 43 -27 44 46 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.004077713140923994 0.00090776364574606579 0.0034752637243504513 -0.001293177530080126 0.002074486133872185 -0.00062571457324904576 0.0091613109747731621 -0.0023316106313621505 -0.00045502386973729025 0.0024687671055533982 -0.0011316778765163254 -0.0026927141177303521 -1.5367907360337236e-05 0.002685986019076339 -0.0030063848166112777 0.0040766651072060905 0.0068224620629327984 -0.0032517560406500109 0.0014883932930006335 -0.001686312329355667 0.0033369671507368377 0.00019945771541727425 -0.00092827886265393466 0.00011822300890988276 0.0017742929564991301 0.0019033456166839702 -0.0023868665965833418 0.0047073879743768539 0.0040683765651090232 -0.0008113272281410072 -0.0011381307056944599 -0.0016206510777209448 -0.00052292016004059966 -0.00027945957955832871 0.0015563903103757728 0.0021154136330819376 0.0034021613236988602 0.0082507314663380401 0.00016831580479691806 0.005036912185978383 0.0015998898804103281 0.00427963558338686 0.00093992792308149331 0.0023508288230942465 0.0032042982386254492 0.0060056914959301932 0.00056511770142765106 0.0018924927275199477 -0.0016231599268877125 0.0062036025961769116 0.00018628856253259581
leaf_weight=9854 11547 6446 8110 7460 3294 183 13287 6163 5804 10196 5238 2891 1453 10211 2414 2382 16577 4684 14423 4868 6530 9689 3132 4189 1697 11481 1069 1565 1988 3258 7262 8783 7093 6342 6839 2805 1200 11441 6271 762 3888 4934 3663 454 4585 1556 233 1590 380 7467
leaf_count=9854 11547 6446 8110 7460 3294 183 13287 6163 5804 10196 5238 2891 1453 10211 2414 2382 16577 4684 14423 4868 6530 9689 3132 4189 1697 11481 1069 1565 1988 3258 7262 8783 7093 6342 6839 2805 1200 11441 6271 762 3888 4934 3663 454 4585 1556 233 1590 380 7467
internal_value=0 0.00237525 -0.0016714 0.00428569 0.00138117 0.00495341 -0.00273614 -0.000757001 0.00194447 -0.000263305 -0.00124897 0.000489738 0.00257359 -0.00229553 0.00423094 0.00641223 -0.00355969 0.00136969 -0.00199573 0.00268672 0.000180392 -0.000862284 0.0009905 0.00121208 0.000867718 -0.00267849 0.00586685 0.00359903 -0.00174676 -0.00185396 -0.00201948 -0.00084996 -0.000654052 0.00113771 0.00248182 0.00277289 0.00730094 -9.18919e-06 0.00477001 0.000321568 0.0037779 0.000518149 0.00186686 0.00150096 0.00576022 0.00126323 0.00420814 -0.00244365 0.00448554 -0.00010369
internal_weight=0 115497 164134 39529 75968 28438 75833 88301 46552 44073 44228 29416 11091 49402 19019 9419 26431 26236 27710 20316 25094 24892 14681 11028 6839 21692 5837 3631 19336 17348 14090 18979 16782 17889 15448 8609 3582 14735 8685 3653 10334 11464 8347 3707 5654 3253 2178 6828 1945 13630
internal_count=279631 115497 164134 39529 75968 28438 75833 88301 46552 44073 44228 29416 11091 49402 19019 9419 26431 26236 27710 20316 25094 24892 14681 11028 6839 21692 5837 3631 19336 17348 14090 18979 16782 17889 15448 8609 3582 14735 8685 3653 10334 11464 8347 3707 5654 3253 2178 6828 1945 13630
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 2 0 1 0 0 0 4 0 4 4 4 1 3 4 10 9 6 0 5 3 10 9 9 4 9 10 0 9 10 10 9 9 1 10 4 10 10 5 9 3
split_gain=400.948 71.9527 65.3892 15.0067 12.616 12.4252 9.36277 7.84756 7.09996 4.70439 3.40379 2.89394 2.36789 2.2392 1.40924 1.34846 1.19611 1.13034 1.01522 0.976852 0.875554 0.841081 0.792427 0.777642 0.757771 1.03634 0.738998 0.732644 0.712311 0.710985 0.984758 1.02238 0.70233 0.679701 0.667731 0.593479 0.586566 0.579523 0.575461 0.572845 0.562687 0.559121 0.720398 0.55122 0.538881 0.533885 0.528546 0.520952 0.519585 0.50831
threshold=765.4296869705621 584.2493409029554 1020.4796647730221 2287.1494267431067 2.5000000000000004 483.73222613482704 668.84545581684722 876.4685166017922 1222.5833773881889 2001.0640350640863 2.5000000000000004 880.4064522592422 1446.884972012386 434.74107119872707 1222.5833773881889 1104.0542682349771 5.5000000000000009 533.27994185234706 4.5000000000000009 3.5000000000000004 2.5000000000000004 2875.3264341504796 14.500000000000002 4.5000000000000009 0.21132376395534294 2.5000000000000004 1.5000000000000002 371.21279892533875 9.5000000000000018 21.500000000000004 0.70135135135135152 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.90550595238095244 937.98699740156701 1.5000000000000002 0.92052631578947375 0.93218390804597717 1.5000000000000002 2.5000000000000004 3906.2051313837133 0.39339826839826847 9.5000000000000018 0.94519519519519524 0.63245614035087727 4.5000000000000009 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 8 13 10 18 15 19 20 24 17 27 41 39 33 -7 35 -8 -3 45 -14 -11 25 -5 -13 -1 -28 30 31 -12 -22 -9 -18 43 -35 -21 46 -4 -20 44 -43 -2 -6 -10 -17 -25 -19 -15
right_child=2 6 4 11 14 12 9 16 21 23 29 26 22 49 -16 38 34 48 40 37 32 -23 -24 47 -26 -27 28 -29 -30 -31 -32 -33 -34 36 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0045604217089271456 0.0012918706292789654 -0.0010367620133949372 0.0044883064086544957 -0.0011178545291295327 0.001666829525896121 -0.0020412926938837947 0.0001643813319104837 0.0017993396119467557 0.0068518768600301554 -0.0010510057317256768 -0.002219150696365134 0.0018127973180931713 -0.0026485844139822246 -0.0026403992270183857 0.0040483848615390106 0.0051048487360877484 0.0030390387239877807 -0.0016610930043920509 0.0016848153061609248 0.00046962118515141041 -0.00068201656851872323 0.008112309336518039 -0.002051028043759332 -0.00049517121809447117 0.00057576282011368395 0.00033696860316530247 0.00084654080654988874 -0.0035676278412326112 0.0029516679143214717 -0.00073410694240869773 -0.00085761215344934839 -0.0013530531447659298 -5.5003377434171016e-05 0.0025059688082409294 0.0040865066913434158 0.0010257152297076801 0.0031685767192171886 0.001138178023782431 0.0045756865100084069 0.0036684625568958007 0.0024934517313773604 0.0035963357619519863 0.0014489262789723458 0.0020937073149738588 0.0029225636470103095 0.0058531615458233864 0.0064693716400437244 0.00031302654077883273 -0.0010737168952897828 -0.0031621077132085239
leaf_weight=2196 4772 7986 4450 1835 2829 13651 13443 1831 2468 5658 6742 5178 12877 9799 1614 2690 3238 9076 4696 7186 10241 736 9748 11641 10571 3677 5584 12084 433 2854 3659 6889 7920 6904 2870 6714 6470 5905 3625 4088 3970 1551 522 3891 1224 2923 964 2406 6434 8918
leaf_count=2196 4772 7986 4450 1835 2829 13651 13443 1831 2468 5658 6742 5178 12877 9799 1614 2690 3238 9076 4696 7186 10241 736 9748 11641 10571 3677 5584 12084 433 2854 3659 6889 7920 6904 2870 6714 6470 5905 3625 4088 3970 1551 522 3891 1224 2923 964 2406 6434 8918
internal_value=0 -0.00143823 0.00249239 0.00168434 0.00446961 -0.00249045 -0.000474094 0.00224169 0.00508179 2.9146e-05 -0.000976768 0.000757606 -0.00200729 -0.00324875 0.00273398 0.00452203 0.00294023 -0.00170948 0.00162247 0.00046376 -0.000600441 0.00652683 -0.00239113 -0.000556089 0.000327934 -0.000147357 0.00137488 -0.0037203 0.000998032 -0.00146524 -0.00158593 -0.00178143 -0.000408577 0.00270283 0.00353122 0.00137856 0.00282652 0.000771189 0.00502203 0.00409576 0.00205526 0.00238768 0.0030556 0.00165202 0.00204606 0.00631037 0.00546484 -0.000356741 -0.00141743 -0.00288898
internal_weight=0 177313 102318 72634 29684 84783 92530 45356 21944 46239 46291 27278 51786 32997 7740 15817 21313 29161 24043 26534 26147 6127 22625 19705 16083 5512 11195 14280 6017 20144 17290 13631 18161 15205 6108 15377 13374 13091 7279 8538 8666 6126 2073 8663 4053 5391 3654 14047 15510 18717
internal_count=279631 177313 102318 72634 29684 84783 92530 45356 21944 46239 46291 27278 51786 32997 7740 15817 21313 29161 24043 26534 26147 6127 22625 19705 16083 5512 11195 14280 6017 20144 17290 13631 18161 15205 6108 15377 13374 13091 7279 8538 8666 6126 2073 8663 4053 5391 3654 14047 15510 18717
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 2 3 1 0 0 1 4 4 4 10 2 9 10 3 1 1 9 9 4 9 1 10 4 4 9 3 4 9 9 9 10 4 4 6 3 3 9 10 2 3 9
split_gain=362.446 72.7344 51.1577 14.9893 12.2611 10.2423 9.35424 6.94061 6.44394 4.35695 2.45049 2.40855 1.97318 1.94226 1.59644 1.26633 1.11384 1.01922 0.963323 0.960654 0.93649 1.49615 0.851875 0.829779 0.794438 0.788077 0.743811 0.736091 0.728872 0.722821 0.720658 0.697518 0.679411 0.669915 0.653452 0.64243 0.623475 0.607935 0.58859 0.707769 0.583142 0.581331 0.565098 0.604343 0.557226 0.49292 0.520183 0.489774 0.486564 0.472529
threshold=733.03783481254891 961.9848145785071 549.92716961141207 2.5000000000000004 2186.0906012484365 1135.086528240877 627.98865185299212 450.88278980212209 825.38287943763555 2.5000000000000004 22.500000000000004 1644.8206512452641 1289.0088005912796 1124.0910823067372 1346.6439699829441 5.5000000000000009 3.5000000000000004 3.5000000000000004 0.26138716356107666 2.5000000000000004 2.5000000000000004 0.62645348837209314 18.500000000000004 992.53381492912411 2263.042265477196 1.5000000000000002 3.5000000000000004 3.5000000000000004 1.5000000000000002 1917.8748258747344 0.36474501108647456 8.5000000000000018 5.5000000000000009 1.5000000000000002 12.500000000000002 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.53950103950103967 4.5000000000000009 7.5000000000000009 1.5000000000000002 30.500000000000004 9.5000000000000018 1.5000000000000002 0.35388994307400384 3.5000000000000004 37.500000000000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 8 15 11 19 27 17 20 28 24 38 23 29 -10 37 26 -1 21 -6 -11 -9 -7 -18 -12 -2 -4 -3 -27 -15 -26 -17 -16 -31 -19 -8 39 -5 -13 -14 -20 -44 -21 -29 -47 48 49 -33
right_child=1 3 6 13 10 12 9 14 16 22 18 40 41 31 34 33 25 36 42 44 -22 -23 -24 -25 32 30 -28 45 -30 35 -32 47 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.0029479656516950806 0.00076416512275660471 0.0062018890024573758 -0.0012538398733858451 0.00082636769637923341 -0.0010108424476470155 0.0082758320889329134 -0.00054404163582205407 -0.0023350478181728214 0.0017487603009869518 -0.0011579617060260186 2.3463683737858803e-05 -0.0020429255304177133 0.0061506383057720144 0.0024124262241213357 -0.003012065918870935 0.0037413389134598194 0.0021558129687433412 7.3399524278246623e-05 0.0015333629849389055 -0.0042963743615033693 0.00043557977408278654 0.00037254299252103933 -0.00055289459575366521 -0.001757668533909805 0.0044850787392245054 0.0023802916121295689 0.0012214106056351271 0.0010511101953457364 -0.00070240025652381103 0.0026442677864284749 0.0032855718014490436 0.0032745122655289689 0.0054764674544963013 0.0046822340745681741 -0.0024012877858940462 0.0035321749572727727 0.00075924669579004091 5.5749430727181919e-05 0.0024088273132568585 0.0020490373348848344 -0.0014857017812380136 0.0075001703385884563 0.00053011981431377105 0.0019842591554955643 -0.0034782649441245581 0.0012138853513286724 0.0021320910593721413 0.0016606014258629951 0.0056913165509314767 0.0054844949873266305
leaf_weight=7791 9273 218 13720 2089 4636 201 7797 10651 6967 12153 4693 9465 2382 1453 6327 3881 8566 7888 4726 2680 5168 3379 11158 14967 2836 4429 1790 6682 10639 2790 4365 1266 4424 3691 14224 7550 5714 9221 3026 2731 9317 1200 4248 859 9318 3099 3071 233 380 299
leaf_count=7791 9273 218 13720 2089 4636 201 7797 10651 6967 12153 4693 9465 2382 1453 6327 3881 8566 7888 4726 2680 5168 3379 11158 14967 2836 4429 1790 6682 10639 2790 4365 1266 4424 3691 14224 7550 5714 9221 3026 2731 9317 1200 4248 859 9318 3099 3071 233 380 299
internal_value=0 0.00212854 -0.00152236 0.00383551 0.00121495 0.00443772 -0.000792263 -0.00259685 0.0017212 -0.000353274 0.000417749 -0.00134105 0.00563815 0.00230475 -0.00226106 0.00370655 0.00228282 3.88466e-05 0.000827381 -0.00338028 -8.92336e-05 -0.000427629 -0.000868341 -0.00199772 0.00517505 0.00249715 0.000354225 0.00110369 -0.00101299 0.00335267 0.00282964 0.00326088 0.0050892 0.00419998 -0.00258933 0.00329259 0.000361514 -0.000219052 0.00186226 0.00151913 -0.00176651 0.00660274 0.00113934 0.000774707 -0.00366101 0.00134866 0.0016709 0.00382691 0.00408643 0.00369674
internal_weight=0 116601 163030 40650 75951 29173 97072 65958 46452 53931 29499 43141 11043 11477 46169 18130 24327 30620 16316 19789 13183 8015 23311 25618 7461 17360 6483 22125 24359 10558 8794 3631 7260 7572 20551 10340 13602 17018 7846 4820 18782 3582 9833 5107 11998 12852 6170 2178 1945 1565
internal_count=279631 116601 163030 40650 75951 29173 97072 65958 46452 53931 29499 43141 11043 11477 46169 18130 24327 30620 16316 19789 13183 8015 23311 25618 7461 17360 6483 22125 24359 10558 8794 3631 7260 7572 20551 10340 13602 17018 7846 4820 18782 3582 9833 5107 11998 12852 6170 2178 1945 1565
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 2 0 0 0 1 1 0 1 3 4 4 0 1 4 6 10 10 3 10 9 10 9 10 0 5 4 4 9 1 1 0 4 10 9 4 10 9 1 9 10 10 4 10 10 9
split_gain=327.72 67.2672 46.5258 12.3916 12.0194 8.63594 7.68313 6.1812 4.5001 3.76128 3.50607 2.52751 2.15113 1.85813 0.998267 0.994179 0.957847 0.939778 0.931454 0.906545 0.874817 1.01745 0.870411 0.79672 1.11997 1.16603 0.786884 0.909659 0.761365 0.742705 0.712356 0.696336 0.689178 0.677389 0.648044 0.615532 0.615123 0.594317 1.40539 0.5695 0.520663 0.553466 0.817213 0.510791 0.640903 0.508073 0.507635 0.494298 0.476338 0.667432
threshold=786.89210308344707 600.05354176451453 1046.9030864338465 498.23485570905876 2350.1708904636766 2.5000000000000004 698.85635485371711 911.950011882387 1242.5784396434321 2089.9268894673855 1791.9611273778253 434.74107119872707 1487.7388556757253 23.500000000000004 2.5000000000000004 6.5000000000000009 1289.0088005912796 1078.4936918882042 2.5000000000000004 1.5000000000000002 0.90550595238095244 0.3133928571428572 12.500000000000002 0.88303693570451447 2.5000000000000004 0.56711711711711721 2.5000000000000004 0.67054263565891481 848.41687930959222 9.5000000000000018 4.5000000000000009 2.5000000000000004 1.5000000000000002 1296.6554433215954 2969.5094685919271 371.21279892533875 3.5000000000000004 0.77913279132791347 2.5000000000000004 8.5000000000000018 0.76568627450980398 2.5000000000000004 3134.7261784906077 1.5000000000000002 0.45584415584415588 0.56330128205128216 2.5000000000000004 0.22792207792207794 0.25265957446808512 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 7 8 10 14 15 31 18 35 17 26 -2 22 48 -5 -3 40 21 -9 -4 24 25 -12 27 -6 -16 39 -14 -8 -20 -13 -10 -1 -24 38 45 -21 41 -15 -43 -33 -45 -11 -19 -34 -7 -50
right_child=2 6 5 12 13 16 9 20 34 37 23 33 30 19 28 -17 -18 46 32 29 -22 -23 36 -25 -26 -27 -28 -29 -30 -31 -32 43 47 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 44 -46 -47 -48 -49 49 -51
leaf_value=-0.0041319161297698965 0.00090984447939700922 -0.0007373308984488854 0.0072006559757217068 -0.0017338295000325892 -0.00060742623781136998 0.0016912224020970081 0.00013746170831154566 0.002701135904336321 0.0058623108162321894 -0.0012957155524994238 -0.0020036637604308651 -0.0022909044665358654 -0.0022536928086050829 0.0007398534835245797 0.0015723107921254672 0.0049793651101508124 0.0041777361407567904 -0.0015090904117165127 -0.0003767010640087207 0.00048666391358482468 0.0025754984567535558 0.0037371116563319224 0.0030247809710227877 -0.00022562816634301306 -0.000878295271792336 -0.00080953851733020781 0.00085739468936014333 0.00072228125012096644 0.0021621472386860207 0.0024023935939712147 -0.0016969396068954945 0.00056162360200178927 -0.00020581796571801474 -0.0028096173737400714 0.0079459820302332403 -0.0032219231529544666 0.0041342946980469711 0.00033654024478205961 -1.0864454903234869e-05 0.0014338118677095322 0.0024293239036853845 0.0025373583693864298 0.0009513780009524083 0.00074880050687313308 0.0016031607381690916 -0.00016467080968566751 -0.0009651760621806739 0.00051166720350956688 0.0023476144481183797 0.0038827958262433286
leaf_weight=2196 3221 8529 212 11914 3314 1612 4581 4309 4887 4403 6341 13653 13876 2036 11518 3876 895 6768 11797 6235 8568 5267 1480 2260 11246 3017 3664 2102 10421 719 9805 9091 4330 11677 404 12084 8011 3003 7941 2129 1547 1725 1535 5482 3661 1282 11715 5387 2976 929
leaf_count=2196 3221 8529 212 11914 3314 1612 4581 4309 4887 4403 6341 13653 13876 2036 11518 3876 895 6768 11797 6235 8568 5267 1480 2260 11246 3017 3664 2102 10421 719 9805 9091 4330 11677 404 12084 8011 3003 7941 2129 1547 1725 1535 5482 3661 1282 11715 5387 2976 929
internal_value=0 -0.00121408 0.0024133 -0.00215803 0.0017351 0.00424576 -0.000256463 0.00223909 0.00478444 0.00027172 -0.000650241 -0.00282992 -0.00166589 0.000862305 0.00173181 0.00430246 0.00266047 -0.00138755 -0.00029516 0.00118775 0.00294254 0.00327094 0.00403206 -0.00111681 -0.00121457 -0.00161868 0.000291489 -9.13544e-05 0.00185248 0.000860317 -0.00202317 0.000688561 -0.000119865 -0.00253003 0.00602141 -0.00336186 0.00396128 -0.000300186 -0.000440512 0.000727754 0.00162236 0.00138664 0.00179059 0.000827016 0.0010909 -0.00104066 -0.00116434 0.000191948 0.00241433 0.00271283
internal_weight=0 186039 93592 93688 68310 25282 92351 43304 18870 39444 52907 39610 54078 25006 25160 13579 6412 30397 30043 15926 18144 9576 9703 22864 20604 9358 9080 5416 21939 9083 23681 22815 21514 25330 5291 14280 9491 16629 13626 8364 6843 5296 3260 18234 9143 5685 18483 9717 5517 3905
internal_count=279631 186039 93592 93688 68310 25282 92351 43304 18870 39444 52907 39610 54078 25006 25160 13579 6412 30397 30043 15926 18144 9576 9703 22864 20604 9358 9080 5416 21939 9083 23681 22815 21514 25330 5291 14280 9491 16629 13626 8364 6843 5296 3260 18234 9143 5685 18483 9717 5517 3905
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 2 0 0 0 1 1 1 0 0 1 4 4 4 10 4 4 3 10 4 4 10 9 10 2 4 2 1 3 4 5 9 1 9 9 10 10 10 10 3 4 6 9 9 9 5
split_gain=295.768 60.7193 41.9895 11.4576 10.8475 7.79394 6.71452 5.58492 4.09256 3.55754 2.95854 2.12285 2.06756 1.73677 1.01033 0.932681 0.88914 0.868827 0.823464 0.787833 0.777441 0.752569 0.739869 0.711094 0.696658 0.659944 0.952864 1.01975 0.609208 0.602685 0.602586 0.586843 0.583797 0.579277 0.575993 0.555495 0.544766 0.521667 0.516611 0.500322 0.607655 0.498067 0.678499 0.490033 0.485763 0.482163 0.47829 0.472989 0.45557 0.445905
threshold=786.89210308344707 601.97753276123206 1046.9030864338465 493.58496387396872 2350.1708904636766 2.5000000000000004 694.39959731492536 903.47680643148226 1222.5833773881889 2072.0032658042055 1799.7773659418742 1476.6985309953463 438.20086738384214 920.13071123443217 1078.4936918882042 5.5000000000000009 8.5000000000000018 4.5000000000000009 0.92052631578947375 3.5000000000000004 5.5000000000000009 14.500000000000002 0.41277890466531447 7.5000000000000009 4.5000000000000009 0.88303693570451447 2.5000000000000004 0.56711711711711721 2.5000000000000004 4.5000000000000009 3.5000000000000004 1570.8321245839154 37.500000000000007 7.5000000000000009 6.5000000000000009 1.5000000000000002 1379.8125525987941 1.5000000000000002 1.5000000000000002 0.89564428312159727 0.42705167173252284 0.90550595238095244 0.54653679653679665 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 7 8 10 17 18 24 19 14 28 20 -5 41 -7 31 22 37 34 -13 -4 36 39 26 27 -12 -1 -11 32 -2 47 49 -6 -17 -10 -3 -16 40 -8 42 -9 -14 -33 -22 -19 -18 -21 -15
right_child=2 6 5 11 13 16 9 15 23 29 25 21 43 33 38 35 30 46 -20 48 45 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 44 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0027430537615878237 0.0066690612405260743 -0.00079599589577651413 0.0039209641301891146 -0.0016652458840446208 -0.00025806325011463294 0.0019184807233802337 0.00038914184886292458 0.0024494699103211133 0.0078599826033453942 -0.00079962535649105791 -0.0019173366247848189 -0.0022290340980310858 -0.0021863266227027164 0.00077295829366579732 -0.0013191270501525562 0.0028063740124862407 0.002725703386302473 0.0016495771853879916 0.0036279026483309511 -0.0002192486845158465 0.0013397417460516042 -0.0016805718087211279 0.0049934339422428985 0.0064505825228464431 0.0011015265326452933 -0.00022621283215110973 -0.0008401206448074316 -0.00076479990379827226 -0.0034002325039453824 -0.00013185922219973809 0.00148775254532482 0.0007887402064255299 0.0052021691049403199 0.0018452845585792002 0.00099161732206938307 0.0037472395686536375 0.0051426291267438265 -0.00024084646090356731 -0.00079345441239205049 0.00018768308547246159 0.001184598394894465 0.0021770070266518816 0.0034713859725031514 -0.0026586011882812708 0.0014998409735838467 0.00057187515058374318 0.0023631442506334942 0.0044072137040665673 0.00043412031259274555 0.002014781669699409
leaf_weight=5481 52 8035 3376 13151 4119 3098 5850 4831 193 4560 5937 11912 11583 3673 11009 3292 1903 4995 6296 6811 2691 13169 3071 1775 5921 2100 10588 2836 9889 13046 495 3055 380 3927 1188 2997 4159 8940 8122 8195 4072 5974 2447 10446 11229 8508 4432 536 4386 900
leaf_count=5481 52 8035 3376 13151 4119 3098 5850 4831 193 4560 5937 11912 11583 3673 11009 3292 1903 4995 6296 6811 2691 13169 3071 1775 5921 2100 10588 2836 9889 13046 495 3055 380 3927 1188 2997 4159 8940 8122 8195 4072 5974 2447 10446 11229 8508 4432 536 4386 900
internal_value=0 -0.00115337 0.00229264 -0.00203991 0.00164834 0.00403347 -0.000232992 0.00212714 0.00454522 0.00023518 -0.000625807 -0.00159598 -0.00272081 0.000819189 -0.00132787 0.00275331 0.00252745 0.00161222 0.00403463 -0.000288877 0.000520165 -0.00194106 0.00443183 0.00560714 0.000630683 -0.0010681 -0.00115941 -0.00154476 -0.00316588 -0.000304812 0.00309672 0.00136706 0.00337925 0.00139986 2.16844e-05 0.00325474 0.00526314 -0.000503623 -0.00109595 0.000476802 0.000715598 0.00251534 0.00279306 -0.00241028 0.00134775 0.000756385 0.00198505 0.00309524 3.66838e-05 0.00101736
internal_weight=0 186039 93592 94762 68310 25282 91277 43304 18870 41644 49633 57363 37399 25006 32282 19541 6412 23763 12743 28172 16506 25081 6447 6127 24038 21461 19361 8773 15370 17606 3314 14336 2819 8500 5307 6289 4352 16975 19131 18117 9922 13252 7278 22029 14284 11199 9427 2439 11197 4573
internal_count=279631 186039 93592 94762 68310 25282 91277 43304 18870 41644 49633 57363 37399 25006 32282 19541 6412 23763 12743 28172 16506 25081 6447 6127 24038 21461 19361 8773 15370 17606 3314 14336 2819 8500 5307 6289 4352 16975 19131 18117 9922 13252 7278 22029 14284 11199 9427 2439 11197 4573
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=51
num_cat=0
split_feature=0 0 0 2 1 0 0 0 0 1 3 1 0 0 0 4 4 0 10 9 10 3 9 1 4 4 10 4 4 1 10 9 10 10 10 10 4 3 10 6 3 9 10 9 10 5 4 9 9 10
split_gain=267.277 53.8618 37.7973 10.624 9.35143 7.02534 6.32189 5.48366 5.19484 2.85551 2.06352 1.9128 1.39729 1.34779 1.32554 1.01945 1.00416 0.939256 0.874436 0.766821 1.22054 0.736044 0.687962 0.686653 0.673599 0.629479 0.621705 0.619296 0.617723 0.61667 0.612159 0.940422 0.907051 0.605467 0.581274 0.667414 0.552797 0.528495 0.559413 0.514056 0.599762 0.498834 0.50462 0.497492 0.626364 0.495533 0.628703 0.470727 0.464766 0.82696
threshold=733.03783481254891 972.47622060718538 563.95790788497868 2.5000000000000004 2186.0906012484365 1146.5960345662522 459.74851606742703 642.29253333308213 828.44638242267558 1917.8748258747344 22.500000000000004 1684.8870457418352 1124.0910823067372 518.23358436394881 1321.1033005038273 6.5000000000000009 5.5000000000000009 391.20894585815876 0.19756097560975613 2.5000000000000004 0.6478537360890303 12.500000000000002 3.5000000000000004 1374.6241145052952 2.5000000000000004 2.5000000000000004 0.90550595238095244 6.5000000000000009 2.5000000000000004 1546.7544456693242 0.88303693570451447 2.5000000000000004 0.56330128205128216 0.46770833333333339 0.93218390804597717 0.56330128205128216 8.5000000000000018 21.500000000000004 0.87138130686517801 1.5000000000000002 29.500000000000004 1.5000000000000002 0.3066239316239317 1.5000000000000002 0.42705167173252284 12.500000000000002 5.5000000000000009 1.5000000000000002 2.5000000000000004 0.5270467836257311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 8 15 17 11 25 24 19 28 45 23 21 34 26 -1 22 20 -6 -7 -12 -8 -9 -2 33 -23 -4 -15 31 32 -11 -10 35 -3 -14 38 48 -20 -41 -26 -43 -27 -45 46 -5 -18 49 -13
right_child=1 3 7 12 10 14 13 9 16 30 18 37 36 29 -16 -17 47 -19 39 -21 -22 27 -24 -25 41 43 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 -42 42 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.0034895568365037165 0.00038200465131539249 0.0030426429670156532 -0.0010862061390296679 0.00052331786273899876 -0.0008992739186585813 0.0074400250332957614 -0.0018507685524631009 -0.00033318715607569998 0.0017875006641586901 -0.0015688142208728287 -0.00013133025005627498 -0.0022167747042259023 0.0020647736081265532 -0.0013398882433061094 0.0058681313065489472 0.0040126171052680222 0.0021826264617906713 -0.002676882009458737 0.0013372631842097852 0.00039135944149136254 0.00035740667644321763 0.0041262155058917824 0.0011211939348432912 -0.0023637050415529597 1.0826077986029101e-05 0.00082084409050330758 0.0015161272514289204 0.0050708650764532048 -0.00055046910102815453 -0.0018496047391388518 6.3800362878032614e-05 -0.00046605506393992616 -0.00040260896994802987 0.0025568085690863738 0.0027247675724752932 0.0040529032821079187 0.0033240011057299474 -0.00056510734882793607 -0.00064800197657939845 0.00040529629567873722 0.0015944735405269096 0.00014238318666613583 0.00087646518736881869 0.00098502001514934497 0.0017988958727537395 0.0044861935503578108 0.0017730066573816258 0.003094336000200116 -0.001295461067711027 -0.0011455635004416604
leaf_weight=4389 3868 4979 8050 1222 4765 218 14620 6613 6577 5322 3874 5203 1453 13578 2701 3643 3194 18720 5613 5169 3250 4484 1529 11783 10358 9297 8583 2830 16226 10540 2372 9780 2428 4185 6432 2434 2178 1726 1796 4702 1369 4620 4746 5525 4132 147 5705 2543 7404 2756
leaf_count=4389 3868 4979 8050 1222 4765 218 14620 6613 6577 5322 3874 5203 1453 13578 2701 3643 3194 18720 5613 5169 3250 4484 1529 11783 10358 9297 8583 2830 16226 10540 2372 9780 2428 4185 6432 2434 2178 1726 1796 4702 1369 4620 4746 5525 4132 147 5705 2543 7404 2756
internal_value=0 0.00182785 -0.0013073 0.00336063 0.00107443 0.00387728 -0.0021462 -0.000616386 0.00150914 -0.000238049 0.000386495 -0.0010217 0.00202277 -0.00183285 0.00491784 0.0032684 0.00200581 -0.00283123 0.000749115 -8.34748e-05 -0.000389703 0.00457706 0.000223123 -0.00207968 0.000103515 0.000963292 0.00183353 0.00449173 -0.000728121 -0.00156264 -0.000690054 -0.000792058 -0.00120345 0.00208666 0.00307257 0.00337435 0.0028201 -0.00139909 -0.00148298 0.000992348 0.000673454 0.000249932 0.000514362 0.00108192 0.00133326 0.00161351 0.00155255 0.00258675 -0.00158059 -0.00184584
internal_weight=0 116601 163030 38426 78175 27721 73630 89400 47904 46239 30271 43161 10705 50521 10233 17488 25082 23109 17087 13184 8015 7532 5403 26403 26337 22822 19345 7314 24276 24118 19902 17530 7750 10762 13845 7413 3631 18885 17159 11684 6071 19724 9366 18954 9657 7074 6927 5737 15363 7959
internal_count=279631 116601 163030 38426 78175 27721 73630 89400 47904 46239 30271 43161 10705 50521 10233 17488 25082 23109 17087 13184 8015 7532 5403 26403 26337 22822 19345 7314 24276 24118 19902 17530 7750 10762 13845 7413 3631 18885 17159 11684 6071 19724 9366 18954 9657 7074 6927 5737 15363 7959
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 2 1 0 0 0 0 3 2 0 4 4 9 10 0 10 4 4 10 3 6 2 4 9 10 4 3 1 5 5 4 10 4 9 10 9 10 4 4 1 9 10 9 10 9 9
split_gain=241.498 48.775 35.0521 10.0341 9.2444 6.01669 5.13436 5.08581 3.14484 3.11967 2.26657 1.71807 1.62581 1.58379 0.841663 0.826648 0.826217 0.760369 0.722237 0.711805 0.687284 0.682439 0.660226 0.702837 0.610348 0.603493 0.603129 0.601708 0.661279 0.573394 0.572936 0.567202 0.514152 0.50079 0.48984 0.486918 0.482992 0.466003 0.912844 0.46327 0.461878 0.459363 0.446446 0.450119 0.443104 0.773605 0.441811 0.436681 0.528457 0.496361
threshold=784.07168047827224 607.80887334671706 1054.4749595559522 507.58253548202873 2337.1340514624867 2.5000000000000004 1813.8324983603854 911.950011882387 705.86497258682209 1242.5784396434321 444.5772474457321 18.500000000000004 2.5000000000000004 907.74089229267565 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.92052631578947375 1321.1033005038273 0.47434210526315795 3.5000000000000004 5.5000000000000009 0.8021739130434784 26.500000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.5000000000000002 0.3133928571428572 5.5000000000000009 9.5000000000000018 3007.5741317529969 11.500000000000002 15.500000000000002 4.5000000000000009 0.90550595238095244 2.5000000000000004 2.5000000000000004 0.5270467836257311 1.5000000000000002 0.46770833333333339 8.5000000000000018 6.5000000000000009 1390.6758529546753 2.5000000000000004 0.45584415584415588 1.5000000000000002 0.28759398496240607 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 7 9 8 14 20 17 25 29 16 21 35 -9 36 19 47 -4 39 32 23 -13 -15 -1 44 -17 -29 37 -12 42 -6 41 -10 40 -5 38 -8 -3 -2 -26 43 -11 45 -14 -16 49 -49 -7
right_child=2 6 5 12 13 18 11 15 34 31 30 22 26 24 46 27 -18 -19 -20 -21 -22 -23 -24 -25 33 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.0024389083303741075 0.0011983563450575641 -0.0006629624548297894 0.0036697246286685799 -0.0016910331087785025 -0.00013114321845022556 0.0012042695845063209 -0.0020792286783559793 0.0019013557958750056 0.00048093412027991317 0.0070593275499684464 -0.0018614707881293457 -0.00056828953896194 -0.0026505976018447851 0.0020729515125752027 0.0015092542774783836 0.0023928860994227711 -0.0008060330814040293 0.0033433997626511449 0.0038983382473749919 0.0047344142658184299 0.00010296007728071501 0.00065361036671914745 0.00033365574174129461 0.00039760917200603224 0.00077906667206704841 -0.0030437677689979618 -0.0013799876472542667 0.0025097072383953082 0.0034438095922686217 -0.00060481510747160104 -0.0023270326983547461 0.007293847042304658 0.002909261403545099 0.0055986257685193171 0.0010480372686349913 0.00091270507440458231 -0.0011453740828264874 -0.00085772296173153035 -0.0008485040971072653 -0.00014541716734293059 0.0019448477339419944 0.0016095391405448025 0.0055346588517440551 0.0044112578916903206 -0.0015825364653030386 -0.0016102529084435749 0.0021647625763361418 0.0021410172167593434 0.0036006018181283387 0.0039040409873912587
leaf_weight=6613 5513 8127 3764 6225 5033 1567 3295 3919 15142 172 13846 15337 3780 1759 5449 7325 12538 6356 659 2693 12124 10568 3179 2147 5886 10956 10166 3424 4242 5663 12642 298 143 60 5087 6659 11636 4813 2776 9240 3320 2322 2426 2395 6239 3389 4866 2871 791 191
leaf_count=6613 5513 8127 3764 6225 5033 1567 3295 3919 15142 172 13846 15337 3780 1759 5449 7325 12538 6356 659 2693 12124 10568 3179 2147 5886 10956 10166 3424 4242 5663 12642 298 143 60 5087 6659 11636 4813 2776 9240 3320 2322 2426 2395 6239 3389 4866 2871 791 191
internal_value=0 -0.00105125 0.00205383 -0.00181585 0.0014903 0.00369639 -0.000189013 0.00192499 0.000143411 0.0041534 -0.00237575 -0.000633198 -0.00135881 0.000736041 0.00146855 0.00254792 -0.00111715 0.00373162 0.00233537 0.00411377 -0.00018593 0.00042323 -0.000329163 -0.000449679 0.0012272 -0.0028161 -0.00167043 0.00271695 0.0030266 -0.00101286 -0.00208367 0.00517479 -4.71444e-05 0.00104727 0.000623544 0.00123555 -0.00133555 -0.00122517 -0.00151647 -0.000387606 0.00147894 0.001014 0.00504832 0.00458869 -0.00189065 -0.0021588 0.00181848 0.00214533 0.00245629 0.00149759
internal_weight=0 184960 94671 98030 70488 24183 86930 44717 49720 18104 44057 37210 53973 25771 25807 18910 30399 12813 6079 6457 29491 15744 20663 17484 10027 17569 23574 14991 7666 16547 26488 5291 5176 8268 20229 15492 17861 10884 6071 17367 8833 8208 4993 2567 13408 7169 10315 5420 3662 1758
internal_count=279631 184960 94671 98030 70488 24183 86930 44717 49720 18104 44057 37210 53973 25771 25807 18910 30399 12813 6079 6457 29491 15744 20663 17484 10027 17569 23574 14991 7666 16547 26488 5291 5176 8268 20229 15492 17861 10884 6071 17367 8833 8208 4993 2567 13408 7169 10315 5420 3662 1758
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 0 1 1 0 0 1 4 9 4 4 4 3 4 10 1 4 9 10 4 4 4 10 9 9 10 3 10 4 5 4 9 3 10 9 5 9 10 4 4 4
split_gain=218.161 40.2065 34.7128 8.06349 7.59162 5.58987 5.23147 4.68308 4.59253 2.28865 1.89888 1.87253 1.13086 0.995523 0.951235 0.881446 0.870144 0.832788 0.749499 0.721489 0.656304 0.624656 0.618113 0.601611 0.578562 0.658461 0.568761 0.649324 0.560771 0.543503 0.526763 0.524073 0.798181 0.499183 0.73655 0.56807 0.498396 0.485069 0.474258 0.498184 0.458844 0.453066 0.422421 0.560032 0.417436 0.416119 0.465522 0.405747 0.387591 0.369747
threshold=747.39702845930708 1001.157454449629 570.24145417226862 2228.9969941234554 2.5000000000000004 468.21736023005212 660.36986188195544 865.45763568221207 1173.0767376433671 1975.0328207986952 848.41687930959222 1704.8164458317551 1396.6810752259844 1203.0768547389173 404.20786775113203 2692.3630167879473 6.5000000000000009 1.5000000000000002 5.5000000000000009 2.5000000000000004 7.5000000000000009 18.500000000000004 2.5000000000000004 0.94201680672268917 1992.9914357724244 3.5000000000000004 1.5000000000000002 0.46247654784240161 4.5000000000000009 2.5000000000000004 3.5000000000000004 0.26393188854489169 2.5000000000000004 2.5000000000000004 0.6198686371100165 29.500000000000004 0.43050193050193059 2.5000000000000004 5.5000000000000009 5.5000000000000009 1.5000000000000002 19.500000000000004 0.3066239316239317 3.5000000000000004 4.5000000000000009 1.5000000000000002 0.45584415584415588 4.5000000000000009 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 8 14 11 19 16 29 31 22 17 38 -1 23 24 48 37 -2 33 47 -4 36 -3 -26 -21 -28 -13 -8 -11 32 -5 34 -12 -36 -10 -9 39 -6 -24 -27 43 -22 -32 -31 -47 -14 -7 -19
right_child=1 4 6 10 13 12 9 18 15 30 20 28 21 -15 -16 -17 -18 49 -20 26 42 -23 40 -25 25 41 27 -29 -30 45 44 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.0030206109642830622 0.00045364991051852221 0.0056576678268053611 -0.0008966963531434652 -0.001036003769886204 -0.00022845558280237284 -0.001910353169197912 -0.00017578333633942142 0.0011420742267512338 0.0041835443964486256 -0.0011530433182878057 -0.00030249168110231306 -0.0014504239671402437 -0.0021012893448918196 0.0029588358942487392 -0.0023264599452076764 0.0055042355889818101 0.0038233019087076854 -0.0013668506912895186 0.0025535525008569416 0.00091968239034680751 0.00030611724244401198 -0.0009964281079137766 -0.00060351833114712723 0.0038469250513035475 0.0020853103911696318 0.0027896106570103247 0.0011229131712819451 0.0018926836698316231 -0.00093984661778797381 0.00014868687846458306 -0.00049977258730042888 0.00032095218322813606 0.00013852330859797808 0.001063510420872044 0.00068401325026032323 0.0034769392014372944 0.0054360050365508629 0.0019897934071314996 0.0021526886329314688 0.0015128306469851755 -0.00010846648548904514 0.0034913369939244031 0.001679341085414254 0.0022084259579640245 0.00018110396016881206 0.00033787811021445167 0.0010723872075260189 -0.0016202983869218548 -0.0014231749183059533 -0.00078483163543382724
leaf_weight=6567 4053 192 8882 2217 464 6578 5808 1928 1614 2581 2562 9816 13899 1883 19864 1985 3587 5039 5730 10895 1593 1878 10952 3458 2087 5866 7010 4497 11894 9641 13081 9133 4162 3581 2262 198 1564 13527 2879 3580 8174 3784 3216 511 2719 5620 3501 6405 10762 5952
leaf_count=6567 4053 192 8882 2217 464 6578 5808 1928 1614 2581 2562 9816 13899 1883 19864 1985 3587 5039 5730 10895 1593 1878 10952 3458 2087 5866 7010 4497 11894 9641 13081 9133 4162 3581 2262 198 1564 13527 2879 3580 8174 3784 3216 511 2719 5620 3501 6405 10762 5952
internal_value=0 0.00173406 -0.00112478 0.00110916 0.00319611 -0.00190977 -0.000472995 0.00151115 0.00365457 -6.88055e-05 0.000458536 -0.000822171 -0.0016015 0.00193947 -0.00249893 0.00457983 0.00314047 -0.00139216 0.00206513 0.00106753 0.000882427 -0.00186886 -0.000552014 0.00430332 0.00293515 0.00289061 0.0011786 0.00142374 -0.0011707 0.00024688 -0.000490784 7.80667e-05 -0.00026968 0.000612475 0.000290858 0.00090881 0.00479992 0.00188404 0.00166222 0.00131304 -0.000391945 0.00306477 0.00131897 0.000768132 -0.000382601 0.000377721 0.000619812 -0.00194956 -0.00160799 -0.00105167
internal_weight=0 110018 169613 77075 32943 76944 92669 47640 24137 42951 29435 49718 50513 8806 26431 8621 15516 28331 21185 26455 13923 22182 28008 6636 11929 11737 22402 11507 21710 24570 18381 15512 6379 8603 5022 2460 3178 15455 6923 4044 19126 9650 5320 2104 15800 18762 9121 20304 17340 10991
internal_count=279631 110018 169613 77075 32943 76944 92669 47640 24137 42951 29435 49718 50513 8806 26431 8621 15516 28331 21185 26455 13923 22182 28008 6636 11929 11737 22402 11507 21710 24570 18381 15512 6379 8603 5022 2460 3178 15455 6923 4044 19126 9650 5320 2104 15800 18762 9121 20304 17340 10991
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 2 1 0 0 0 0 3 2 5 4 4 9 4 9 10 2 10 4 9 4 4 5 4 3 0 9 10 10 10 4 4 3 0 2 4 4 4 3 9 4 10 9 9 10 9
split_gain=197.184 41.9549 27.17 8.64067 7.47299 4.60956 4.37604 3.98882 2.64634 2.37391 1.84909 1.44569 1.39955 1.29754 1.0512 0.706382 0.69978 0.660419 0.656426 0.739852 0.661034 0.656074 0.651252 0.64073 0.632116 0.624329 0.607876 0.751943 0.565586 0.539812 0.533444 0.626536 0.515596 0.514017 0.508842 0.506876 0.495045 0.491796 0.477686 0.473118 0.441189 0.424848 0.419254 0.417731 0.414306 0.413697 0.405935 0.40576 0.726015 0.405521
threshold=792.40239783902211 611.80760200160705 1061.8284994139024 507.58253548202873 2364.0969371768856 2.5000000000000004 1828.8036808517843 920.13071123443217 714.86761375774711 1242.5784396434321 441.51958211472498 18.500000000000004 2.5000000000000004 4.5000000000000009 5.5000000000000009 5.5000000000000009 1.5000000000000002 6.5000000000000009 2.5000000000000004 0.6198686371100165 3.5000000000000004 0.8021739130434784 3.5000000000000004 2.5000000000000004 8.5000000000000018 3.5000000000000004 13.500000000000002 5.5000000000000009 12.500000000000002 355.87763915758541 1.5000000000000002 0.47140522875816998 0.90550595238095244 0.46770833333333339 4.5000000000000009 6.5000000000000009 9.5000000000000018 712.68736108603218 3.5000000000000004 5.5000000000000009 4.5000000000000009 4.5000000000000009 37.500000000000007 1.5000000000000002 2.5000000000000004 0.57979626485568769 1.5000000000000002 2.5000000000000004 0.49418604651162795 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 7 9 8 15 25 17 29 39 16 14 -6 32 44 28 19 -16 -20 23 -9 45 -7 46 27 -15 -4 -1 -24 -32 33 -2 47 -11 43 -25 42 49 -30 -10 -26 -12 -5 -13 -3 48 -14 -8
right_child=2 6 5 12 13 24 11 22 41 35 36 21 34 26 18 -17 -18 -19 20 -21 -22 -23 30 37 38 -27 -28 -29 40 -31 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0036426288202937962 0.0012256871421973724 -0.00056315783048346477 0.0058164402320130077 -0.001515714734022952 -0.00034861762269588798 0.0016041467346448051 -0.0013806811292242805 0.0017661406629846156 0.00048987641415255609 0.0041911002808593693 -0.0019021427637551721 -0.0010135454082867237 -0.0023978347931016149 0.00050690675409027091 -0.00019655517990880842 0.0019543359451698146 -0.00071430747794667677 0.0039823736777938818 0.0014320197427973283 0.00088668671473571747 0.00024842150323380963 0.00036492693594142702 0.0022005008401406053 -0.00050701386753463295 0.0026485957975988508 0.00015053541585347455 0.0039216397231568263 0.0014412546298987465 0.002610123406494403 -0.0024916802761364566 0.0024279722653613332 0.003360263343096569 0.00098775517522203924 0.0019127568290926709 -0.0012377272337613055 0.0051698841234624699 -0.0021199853304150504 0.00013278113868454557 0.0011269874359277311 -0.00052574483045560942 0.0033738096359687319 0.0010171616207146328 0.0044430841789289844 -0.0013444824852184185 -0.0010195028038987456 -3.8968788013323434e-05 -8.3863416573035961e-05 -0.0014078371766749506 -0.0014012945448964834 -0.00074975088647167524
leaf_weight=1091 7079 8244 197 6437 3422 2689 5729 3687 14505 2658 9080 4925 4069 3346 3424 4557 13106 3528 3672 2921 1738 3407 7138 5812 2269 12916 196 6041 2914 15385 4460 3024 9202 4423 10677 2633 13172 6216 440 5493 5388 5186 380 5329 12140 1398 9518 6467 3318 4585
leaf_count=1091 7079 8244 197 6437 3422 2689 5729 3687 14505 2658 9080 4925 4069 3346 3424 4557 13106 3528 3672 2921 1738 3407 7138 5812 2269 12916 196 6041 2914 15385 4460 3024 9202 4423 10677 2633 13172 6216 440 5493 5388 5186 380 5329 12140 1398 9518 6467 3318 4585
internal_value=0 -0.000925406 0.00190499 -0.0016245 0.00140387 0.00338757 -0.000128228 0.00179805 0.00017638 0.00379558 -0.00214879 -0.000536663 -0.0012136 0.00071024 0.000422624 0.00139076 -0.00099407 0.0034073 0.000647141 0.000302129 0.00105178 -0.000272281 0.00235999 -0.000390583 0.00216467 -0.000113976 0.00116575 0.00110821 0.00316859 -0.00256789 0.00250974 0.00280468 0.00126672 0.00148989 -0.00149713 0.00467818 -0.00189843 -0.000176372 0.00265261 -0.000900579 0.00310576 0.000628747 0.00290602 -0.0016959 -0.00119144 -0.000798069 -0.000306322 -0.00169704 -0.00195022 -0.00110021
internal_weight=0 188205 91426 100271 68330 23096 87934 43570 50369 17318 44057 37565 56214 24760 15177 25261 31683 12027 11755 6345 5410 21758 18309 18351 5778 30678 9583 9387 8499 16476 14622 7484 20704 11502 24531 5291 27581 12028 3089 15807 8302 19691 2649 14409 18577 6323 17762 13854 7387 10314
internal_count=279631 188205 91426 100271 68330 23096 87934 43570 50369 17318 44057 37565 56214 24760 15177 25261 31683 12027 11755 6345 5410 21758 18309 18351 5778 30678 9583 9387 8499 16476 14622 7484 20704 11502 24531 5291 27581 12028 3089 15807 8302 19691 2649 14409 18577 6323 17762 13854 7387 10314
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 0 1 0 0 2 1 1 3 1 4 1 10 1 9 9 9 10 4 6 0 4 10 10 6 4 10 10 3 4 4 10 10 1 9 10 4 9 10 3 0 9 5 4 1 9
split_gain=177.999 38.0308 24.2047 8.39333 5.61071 4.45135 3.96217 3.18944 2.87833 2.64037 2.00301 1.20557 1.17759 1.02314 0.920804 0.791885 0.711468 0.697687 0.64231 0.623842 0.60831 0.632827 0.598799 0.554094 0.544061 0.543146 0.541166 0.612412 0.533028 0.51759 0.501546 0.617424 0.493588 0.482148 0.481266 0.472578 0.551671 0.440408 0.626751 0.843346 0.428187 0.427019 0.451617 0.410234 0.406713 0.376212 0.375051 0.517588 0.373698 0.368128
threshold=726.03325916382551 942.80558483579864 545.75918350266704 1135.086528240877 2167.1135450300667 629.85404376512713 2818.3175397299569 447.70857959119701 818.89450838190703 2.5000000000000004 1878.9294241168266 1631.8293849322852 21.500000000000004 2606.2997478250472 6.5000000000000009 1335.6380194356454 0.19756097560975613 1390.6758529546753 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.6984848484848486 2.5000000000000004 1.0000000180025095e-35 381.95844621414966 2.5000000000000004 0.9104278074866311 0.56330128205128216 1.5000000000000002 4.5000000000000009 0.89564428312159727 0.42705167173252284 29.500000000000004 2.5000000000000004 5.5000000000000009 0.913664596273292 0.43614130434782611 3741.8673850150876 3.5000000000000004 0.47434210526315795 3.5000000000000004 1.5000000000000002 0.3066239316239317 12.500000000000002 1433.692583700579 1.5000000000000002 7.5000000000000009 8.5000000000000018 3049.3733999235665 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 8 11 14 24 30 13 25 33 23 17 26 19 18 -5 -14 -9 21 -8 -10 -6 -1 -7 27 -3 -18 -12 31 -2 -30 -4 -19 36 -24 -22 39 -39 -13 -27 -43 -17 -11 -16 47 -23 -15 -36
right_child=1 3 5 9 12 10 20 15 22 44 29 40 16 48 45 43 28 34 -20 -21 37 46 35 -25 -26 41 -28 -29 32 -31 -32 -33 -34 -35 49 -37 -38 38 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.002979415924370551 0.00062875479915393804 0.0023437622818899052 -0.0010135757174513499 0.006065686136197828 0.00030072854466177813 -0.00035562469011877145 0.00051273607450144133 -0.0016260698863013437 0.00079215521962620579 0.0021984188479544321 -0.00097062900321270114 -0.0016142889936421843 -0.00028761440136687534 0.0046047088344543987 0.0027694921123042632 -0.0021732830097951641 0.00099558007169362568 0.0031003239237030883 0.00088141639693441751 -0.0011097568317513904 0.002150759115437014 0.00064602662690325182 0.0015171440103291071 -0.0004545697583949111 -0.0022722961949196217 -6.7991795089541494e-05 0.0020627436927145985 0.003215745002454945 0.0001329978640646496 -0.00045069061815842452 0.0004685773319201549 0.0013633773496710697 0.0012749634300079549 -0.00056315855129990093 0.0034932204179565713 0.001342740922349583 0.0022393920959707381 -0.00081868637684116429 0.0027044408597730048 0.0029216471588254691 -0.0010943100796649021 4.6036299131918486e-05 0.00072467593482058654 -0.0016941496606926361 0.0042129648655768988 0.0037587579929070393 0.0027127638444594399 0.002252533513234057 0.0066714810614450643 0.0043729839394680203
leaf_weight=3304 6745 6222 9099 296 3727 7318 3233 15592 2579 3045 7241 5404 4462 2699 2120 6706 6491 3035 1595 9364 2637 1332 6160 6968 15395 11059 7952 2977 5039 14121 10863 4966 1165 17121 2537 9439 4632 569 357 205 14808 4905 4901 13383 273 1758 552 804 238 2238
leaf_count=3304 6745 6222 9099 296 3727 7318 3233 15592 2579 3045 7241 5404 4462 2699 2120 6706 6491 3035 1595 9364 2637 1332 6160 6968 15395 11059 7952 2977 5039 14121 10863 4966 1165 17121 2537 9439 4632 569 357 205 14808 4905 4901 13383 273 1758 552 804 238 2238
internal_value=0 0.00145593 -0.00109303 0.00260319 0.000764802 -0.000591412 0.0021367 -0.0018483 0.00111355 0.00360102 -0.000261771 -0.000943154 0.000227314 0.00397264 0.00252215 -0.00162043 0.000466102 0.00368295 2.02284e-05 -0.00143234 0.00130011 0.000984068 0.00150967 -0.000191363 -0.00239724 1.50113e-05 0.00236482 0.00262596 0.000678836 -0.000626932 0.000713282 0.000940268 0.000347439 -0.000719465 0.00359264 0.00160114 0.00182714 0.00179675 0.000971344 0.00017197 -0.00123333 0.000145005 0.000385218 -0.00185409 0.00236417 0.00321795 0.00155096 0.00125072 0.00477219 0.00390556
internal_weight=0 119910 159721 45079 74831 95977 30718 63744 45384 14361 49545 46432 29447 11043 21029 45045 18752 8106 6057 24956 9689 5921 22810 10695 18699 28183 17151 9199 12695 21362 22574 11711 6204 26220 7810 20231 10792 3768 1131 774 20212 20865 9806 20089 3318 3878 2688 2136 2937 4775
internal_count=279631 119910 159721 45079 74831 95977 30718 63744 45384 14361 49545 46432 29447 11043 21029 45045 18752 8106 6057 24956 9689 5921 22810 10695 18699 28183 17151 9199 12695 21362 22574 11711 6204 26220 7810 20231 10792 3768 1131 774 20212 20865 9806 20089 3318 3878 2688 2136 2937 4775
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=51
num_cat=0
split_feature=0 0 0 1 0 0 2 0 1 0 1 4 0 1 5 4 9 9 10 9 10 4 4 10 4 3 4 4 5 8 10 9 10 2 9 3 10 5 4 1 4 9 5 3 2 10 10 9 10 9
split_gain=160.936 33.2448 23.1242 6.20879 5.45697 4.59494 3.7519 3.49362 2.1614 1.92635 1.62666 1.19635 1.03768 1.0375 1.00479 0.736589 0.729308 0.633233 0.584649 0.758181 0.564049 0.556612 0.551197 0.548052 0.541615 0.528056 0.522503 0.518516 0.513783 0.524354 0.509542 0.674818 0.830981 0.499638 0.527709 0.489849 0.482486 0.472917 0.457582 0.448722 0.446849 0.43268 0.430014 0.414846 0.414493 0.389131 0.501415 0.365916 0.378436 0.355137
threshold=786.89210308344707 589.97730241246552 1061.8284994139024 2350.1708904636766 486.27124121777877 683.80975018444701 2.5000000000000004 895.46853471908219 2045.0816449749952 1242.5784396434321 1764.9248019396464 7.5000000000000009 418.890417872782 1453.6202201032145 5.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 0.32071428571428579 3.5000000000000004 0.92052631578947375 4.5000000000000009 8.5000000000000018 0.31643132220795894 3.5000000000000004 19.500000000000004 3.5000000000000004 3.5000000000000004 13.500000000000002 3.5000000000000004 0.88303693570451447 2.5000000000000004 0.5270467836257311 3.5000000000000004 2.5000000000000004 10.500000000000002 0.44590643274853808 5.5000000000000009 7.5000000000000009 1570.8321245839154 2.5000000000000004 1.5000000000000002 4.5000000000000009 17.500000000000004 3.5000000000000004 0.89564428312159727 0.35388994307400384 1.5000000000000002 0.30860805860805868 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 12 10 9 24 21 20 27 14 -1 17 16 35 36 -6 19 33 23 45 -8 -4 39 -15 -10 49 29 -16 31 32 -12 34 -13 -9 -5 -28 -11 -2 -37 -17 -20 -42 -24 46 -7 -26 -49 -3
right_child=2 5 6 11 13 8 22 15 26 38 30 18 -14 25 28 41 -18 -19 42 -21 -22 -23 44 -25 47 -27 37 -29 -30 -31 -32 -33 -34 -35 -36 40 -38 -39 -40 -41 43 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.0024833059774730429 0.0058456043823918499 -0.00069708667656949441 0.0028814362462251078 -0.00074640046940522653 -0.0012362387569795248 0.00018220001994440679 0.0014375518352342943 0.0043876643515402746 -0.00094379050983287157 0.0039207212489869537 -0.0016340753666557271 -5.9803671481694314e-05 -0.0018747708345872656 -0.001559349054868562 0.0014487477179572418 0.0020840256308128388 0.0005590837822934847 -0.00077092793265424293 0.0011039130555263808 0.0018571049000313405 0.0027371155308394649 0.00083152152743284653 0.0026526593283501738 0.0038397662476341841 0.0010803047201050923 -0.0006627624675905944 -0.00025063973762356909 -2.7471287868010708e-05 0.0035745455552526444 0.00038365975024272554 -0.00011056407778232462 -0.00067916390013296663 -0.00065403890386454735 -0.00075261805316777838 0.0016236649104606864 0.0010403493694793875 0.00012659476629863146 0.00059126429483724304 0.0049323811327398742 0.00078160774816370647 0.00167992324603438 0.0028539557458653391 0.002060746765909097 0.0022530878696836107 0.00099547741676360608 6.3454658677599611e-05 0.00084868176539358423 0.001189523253754009 0.0019056493828493776 -0.00025017145599972993
leaf_weight=9854 44 8579 2645 2689 18275 5939 2689 186 2428 3687 5699 1082 24233 21804 2140 3856 5243 12188 3528 914 5960 6510 2649 3422 7356 1776 15721 10886 183 2512 2003 10803 3486 925 817 1691 3847 1866 1604 7555 8098 3464 1760 5174 440 9387 5377 3403 4029 9225
leaf_count=9854 44 8579 2645 2689 18275 5939 2689 186 2428 3687 5699 1082 24233 21804 2140 3856 5243 12188 3528 914 5960 6510 2649 3422 7356 1776 15721 10886 183 2512 2003 10803 3486 925 817 1691 3847 1866 1604 7555 8098 3464 1760 5174 440 9387 5377 3403 4029 9225
internal_value=0 -0.000850788 0.00169117 0.00124131 -0.00155528 -0.000216655 0.00306425 0.00159608 0.000138176 0.00343236 -0.00054731 0.000620671 -0.00205069 -0.00124281 0.000368932 0.00203654 0.000119808 -0.00105007 0.00108404 0.000605417 0.00308259 0.000428262 0.00196097 0.00342197 0.00115401 -0.00149182 -0.000256234 -0.00029931 0.000975846 0.000873619 -0.000870858 -0.000947047 -0.00126212 0.000200303 0.000664469 0.00183754 -0.000232567 -0.000161313 0.00422741 0.000810929 0.00180584 0.00244838 0.00142238 0.00190337 0.00241661 0.000301459 0.000498891 0.0013303 0.00157775 -0.000465521
internal_weight=0 186039 93592 70496 88130 97909 23096 44856 47228 17318 50681 25640 34087 54043 16614 22469 11779 30463 9026 3738 12027 27213 5778 6067 22387 23580 20015 28690 4835 4652 21991 19988 9185 2824 1899 15149 6536 17587 5291 7599 14963 7320 5288 13272 3089 20703 11316 14788 7432 17804
internal_count=279631 186039 93592 70496 88130 97909 23096 44856 47228 17318 50681 25640 34087 54043 16614 22469 11779 30463 9026 3738 12027 27213 5778 6067 22387 23580 20015 28690 4835 4652 21991 19988 9185 2824 1899 15149 6536 17587 5291 7599 14963 7320 5288 13272 3089 20703 11316 14788 7432 17804
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 2 1 0 0 0 0 3 1 4 5 9 4 4 10 9 10 8 4 4 10 9 4 2 1 1 9 10 2 9 9 1 3 4 0 1 4 10 3 5 4 9 10 3 3 9
split_gain=145.305 31.0168 20.1177 6.76403 5.45562 3.38609 3.15271 2.93133 1.83965 1.75227 1.46037 1.05988 1.05686 1.04739 0.875713 0.836746 0.593454 0.591085 0.559725 0.596751 0.55404 0.553978 0.535665 0.506864 0.506407 0.682959 0.506073 0.485756 0.484741 0.466207 0.445712 0.499504 0.436951 0.476019 0.436561 0.436354 0.431313 0.421639 0.420404 0.419839 0.438472 0.409442 0.401755 0.393997 0.393896 0.419261 0.973769 0.393304 0.381835 0.369889
threshold=792.40239783902211 615.8082962219371 1061.8284994139024 511.60709520586209 2364.0969371768856 2.5000000000000004 1841.8756835017055 920.13071123443217 705.86497258682209 1222.5833773881889 444.5772474457321 18.500000000000004 1528.8269424041353 7.5000000000000009 7.5000000000000009 2.5000000000000004 5.5000000000000009 2.5000000000000004 0.8021739130434784 2.5000000000000004 0.65450928381962881 4.5000000000000009 4.5000000000000009 6.5000000000000009 0.32071428571428579 3.5000000000000004 4.5000000000000009 2.5000000000000004 2904.5200653263769 1216.7019995911951 1.5000000000000002 0.3066239316239317 3.5000000000000004 2.5000000000000004 1.5000000000000002 1834.9472229483665 15.500000000000002 3.5000000000000004 1433.692583700579 1577.7371014993744 2.5000000000000004 0.94519519519519524 9.5000000000000018 4.5000000000000009 6.5000000000000009 2.5000000000000004 0.58434959349593507 15.500000000000002 17.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 7 9 8 16 30 26 27 44 17 14 15 20 39 -5 19 -13 -6 -16 35 -7 25 32 29 -1 41 -4 -3 -32 33 -15 -19 -9 -14 -10 -25 -2 -41 -11 -12 -26 45 46 -8 -42 -24 -28
right_child=2 6 5 12 13 23 11 22 37 28 42 18 36 24 21 -17 -18 34 -20 -21 -22 -23 48 38 43 -27 49 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 -40 40 47 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0018502034615325378 0.0050901426640879996 -0.00030349886736632425 0.0051709827827629597 -0.00110346066439024 -0.00047756393170688641 0.00097433904177302542 -0.0015912354921528691 0.0042380466983851159 0.00026933327987823367 0.0042638763121739479 -0.0014302368117295899 -0.00072234346278213007 -0.0014352816690138825 -5.2933743418590484e-05 0.0022303191273117156 0.00067281519957024943 0.0017083050801528544 -0.00084275389329124904 0.00036951733626225088 -0.00012020394612672723 0.00036720323855531491 0.00056522322573463238 0.0019680197728443385 0.0019935968295396954 0.0010560898716020038 0.0017996546166093694 0.0027621318833229228 -0.0023928627820430739 0.0052730951182914342 0.0021834307195784919 -0.0001972355031439695 0.00042312914601109314 -0.00070364694616038197 0.0015582782616452989 -0.0003620487033864151 0.0016377549386729501 -0.0010108811028035473 0.00070700467713819557 0.0041111077177770168 0.00051992193651717784 0.0010018709952847376 0.0033985328301876453 -0.001804988386767691 0.0019788564523489415 -0.00013307362259636955 -0.00053469991222164146 -0.0004353046606824821 0.0015117092275566723 0.0025617155037045078 0.0034312690324274186
leaf_weight=6613 65 14048 137 11716 4464 1256 4395 165 10167 2507 14939 6314 14387 1063 940 6005 4557 12137 3396 11813 3434 1066 5780 4274 3463 891 4233 10956 614 2788 6709 6284 891 806 7732 7268 10253 11995 248 3126 11986 3006 13720 1737 2108 5411 3112 5527 5096 4033
leaf_count=6613 65 14048 137 11716 4464 1256 4395 165 10167 2507 14939 6314 14387 1063 940 6005 4557 12137 3396 11813 3434 1066 5780 4274 3463 891 4233 10956 614 2788 6709 6284 891 806 7732 7268 10253 11995 248 3126 11986 3006 13720 1737 2108 5411 3112 5527 5096 4033
internal_value=0 -0.000794396 0.0016353 -0.00138163 0.0012041 0.00291104 -9.27899e-05 0.00154089 0.000168505 0.00326074 -0.00182968 -0.000444551 -0.00101325 0.000611437 0.000368874 0.000227964 0.00119174 -0.000821783 -0.000219577 -0.000329941 -0.000110265 0.00134548 0.00202262 0.00186292 0.00104743 0.000596069 0.00288859 -0.0021886 0.00394046 0.00232336 -0.000108275 0.000102801 0.00020752 0.000641896 -0.000655688 0.00169548 -0.00125868 0.000506219 0.00210973 0.00107804 0.00106541 0.00379204 -0.00160964 0.00136433 -0.000766799 -0.000870213 -0.00111205 0.00116277 0.0022462 0.00308861
internal_weight=0 188205 91426 102453 68330 23096 85752 43570 49203 17318 46228 36549 56225 24760 15909 13903 25261 31585 21523 18127 7898 2006 18309 5778 8851 3651 11191 17569 6127 2925 27041 12993 2760 1869 19869 7433 24640 22162 4522 20704 20639 5513 28659 5200 15026 12918 7507 17513 10876 8266
internal_count=279631 188205 91426 102453 68330 23096 85752 43570 49203 17318 46228 36549 56225 24760 15909 13903 25261 31585 21523 18127 7898 2006 18309 5778 8851 3651 11191 17569 6127 2925 27041 12993 2760 1869 19869 7433 24640 22162 4522 20704 20639 5513 28659 5200 15026 12918 7507 17513 10876 8266
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 0 1 0 0 2 1 4 5 1 4 4 5 1 1 9 10 4 4 9 0 4 10 9 10 10 10 10 4 9 10 3 10 4 5 1 9 10 1 10 9 10 4 2 9 1
split_gain=131.392 28.1995 18.045 6.26324 4.16463 3.55538 2.80951 2.13879 2.09761 1.92849 1.56726 0.976392 0.847178 0.829336 0.817738 0.757971 0.601366 0.576767 0.545365 0.522008 0.518737 0.500045 0.496256 0.474223 0.471116 0.460057 0.4594 0.519903 0.450537 0.534716 0.436646 0.533815 0.430278 0.428759 0.689012 0.417634 0.415129 0.409112 0.38989 0.379935 0.379911 0.396856 0.364818 0.341024 0.528962 0.787756 0.339122 0.367162 0.337344 0.319452
threshold=726.03325916382551 942.80558483579864 539.63895718885544 1135.086528240877 2167.1135450300667 621.99340003303882 2818.3175397299569 821.95600019910705 447.70857959119701 2.5000000000000004 1856.8865825385751 4.5000000000000009 3.5000000000000004 1613.7989820216142 7.5000000000000009 6.5000000000000009 6.5000000000000009 1390.6758529546753 1335.6380194356454 2.5000000000000004 0.74133811230585434 2.5000000000000004 3.5000000000000004 1.5000000000000002 355.87763915758541 3.5000000000000004 0.73431372549019625 2.5000000000000004 0.913664596273292 0.57359307359307377 0.89564428312159727 0.35388994307400384 4.5000000000000009 2.5000000000000004 0.6198686371100165 18.500000000000004 0.13100686498855837 3.5000000000000004 4.5000000000000009 1878.9294241168266 1.5000000000000002 0.3066239316239317 2904.5200653263769 0.93218390804597717 2.5000000000000004 0.5270467836257311 8.5000000000000018 3.5000000000000004 1.5000000000000002 1064.5729367267443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 7 13 15 30 24 14 21 16 33 37 17 25 -6 -5 23 20 -8 -7 -12 -10 -1 39 27 -14 29 -9 31 -2 -19 34 -13 -27 -21 -4 -24 -3 -23 -42 -35 44 45 -15 -11 -48 -34 -26
right_child=1 3 5 9 11 10 19 28 18 46 22 12 26 43 -16 -17 -18 32 -20 36 -22 40 38 -25 49 35 -28 -29 -30 -31 -32 -33 48 42 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-0.0030681658276262213 0.00050307150432874468 0.003890552480292206 -0.00079375866653829904 0.0053577541995813646 -0.00066801424171432171 -0.00035302998032594004 0.0004378112119469168 0.0013018870404937887 -0.0014345716438889521 0.0014074917339412846 -0.0010786842949862187 -0.00063143174051446128 -4.0146148821028842e-05 -0.0017750909898803528 0.0042254072134039113 0.0027916774056466888 0.00055069940300317985 0.0024497593498859346 -0.0016237811736709757 0.0007735397924824544 0.0013850911949864935 -8.6535603230872017e-05 -0.00054976560381807228 -0.00096594729246557399 -0.0017407879793092083 0.0019213917735027846 0.0012525791696165666 0.00080041727201459075 0.0010666615052991242 0.0020400394231666315 0.00039671549893075648 0.001167745667949393 0.0029647612778701728 0.0006260037345472456 0.00037031525012047877 0.0024866903957226592 0.0019281721032821471 -0.00035728689638942835 8.635556540647363e-05 0.0014056450657204047 1.9486854814130514e-05 0.00063265105242759712 -0.00019556003138199168 -0.00023502966108010349 -0.00087858296574269603 -0.00083133001579391427 0.0026720538546892701 0.00045491841181221672 0.0036915109469731616 -0.0021741641525823223
leaf_weight=1091 6139 161 17807 296 4453 8096 3416 8334 14533 1284 3849 3977 2960 5721 2444 3878 1310 1895 18674 1099 2505 12092 16520 8589 7180 8029 2572 4860 10294 3477 11193 5947 3387 4331 3020 5509 2669 7686 2820 3452 5314 5242 1964 1093 9382 3604 1826 208 3021 10428
leaf_count=1091 6139 161 17807 296 4453 8096 3416 8334 14533 1284 3849 3977 2960 5721 2444 3878 1310 1895 18674 1099 2505 12092 16520 8589 7180 8029 2572 4860 10294 3477 11193 5947 3387 4331 3020 5509 2669 7686 2820 3452 5314 5242 1964 1093 9382 3604 1826 208 3021 10428
internal_value=0 0.00125088 -0.000939093 0.00223879 0.000655752 -0.000524125 0.00183581 0.000956212 -0.00161974 0.00310074 -0.000249848 0.000192681 0.000334704 -0.000850722 0.00341835 0.00216039 -0.000390986 0.00318896 -0.00142281 0.00113135 0.000838577 -1.57627e-05 -0.000560199 -0.00126049 -0.00205992 0.00201765 0.000672905 0.00048225 0.00130845 0.00151919 0.000621735 0.000830129 0.00311165 7.02897e-05 -0.000199064 0.00215143 0.0015914 -0.000662165 -0.000457012 0.00151638 0.0001048 0.000323978 0.000369681 -0.00109349 -0.00114365 -0.00141034 0.0020437 0.00244533 0.00330738 -0.00199745
internal_weight=0 119910 159721 45079 74831 99226 30718 45384 60495 14361 53933 29447 23684 45293 11043 21029 5763 8599 41796 9689 5921 30744 23189 23122 18699 17151 10392 7820 22105 11811 23279 12086 8303 13292 6997 13538 3768 25493 19340 3613 22648 10556 6295 19800 18707 9325 3318 2034 6408 17608
internal_count=279631 119910 159721 45079 74831 99226 30718 45384 60495 14361 53933 29447 23684 45293 11043 21029 5763 8599 41796 9689 5921 30744 23189 23122 18699 17151 10392 7820 22105 11811 23279 12086 8303 13292 6997 13538 3768 25493 19340 3613 22648 10556 6295 19800 18707 9325 3318 2034 6408 17608
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 0 2 0 4 1 4 1 6 6 10 9 3 4 4 5 3 10 9 10 10 10 3 10 4 3 4 4 10 9 10 5 5 9 10 10 9 3 9 10 9
split_gain=118.684 20.7892 20.5439 4.22136 4.08302 3.27853 3.18166 2.56654 2.25102 1.32588 1.09175 1.01093 0.665193 0.63111 0.616004 0.602971 0.543024 0.5155 0.511002 0.499568 0.497378 0.492402 0.477076 0.466914 0.456137 0.445105 0.470727 0.723507 0.440937 0.559113 0.438654 0.432128 0.43161 0.428582 0.425632 0.460893 0.399649 0.395364 0.487345 0.69502 0.386848 0.369348 0.3693 0.365032 0.360707 0.578819 0.342544 0.341442 0.391311 0.339457
threshold=757.83164246805711 1001.157454449629 573.84040507662701 2263.042265477196 2.5000000000000004 476.23565573595209 662.67492417065887 1187.5997340955021 865.45763568221207 1984.0536335644945 880.4064522592422 2.5000000000000004 391.20894585815876 8.5000000000000018 1425.6699877693743 6.5000000000000009 2739.3600366868154 1.0000000180025095e-35 1.0000000180025095e-35 0.33666666666666673 1.5000000000000002 29.500000000000004 2.5000000000000004 2.5000000000000004 5.5000000000000009 26.500000000000004 0.77913279132791347 2.5000000000000004 0.92052631578947375 0.35067567567567576 0.94201680672268917 18.500000000000004 0.56330128205128216 4.5000000000000009 11.500000000000002 3.5000000000000004 3.5000000000000004 0.88303693570451447 2.5000000000000004 0.5270467836257311 3.5000000000000004 5.5000000000000009 1.5000000000000002 0.33666666666666673 0.72821969696969713 2.5000000000000004 36.500000000000007 1.5000000000000002 0.45584415584415588 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 7 12 11 15 23 33 18 36 -1 24 20 34 30 -12 -5 -15 -7 44 -10 -2 -6 26 27 32 29 -24 43 -16 -11 47 -3 -36 -4 38 39 -13 -37 -21 -42 -9 45 -20 -19 -8 -49 -25
right_child=1 4 6 10 13 14 9 16 22 25 17 37 -14 19 31 -17 -18 46 21 41 -22 -23 28 49 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 40 -38 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.002380459950319538 0.00028890503587656924 0.0044576968338247277 -0.0005293002227779864 0.00058324274976289954 0.00053305186910926631 -0.0011622620552762658 -9.6288240117541122e-05 0.0030446187433989403 0.00077316982076939135 -0.0010999159227964546 0.0015269080332524847 -0.0015191140029240538 -0.0017137255052804452 0.0011180123767318888 -0.0014202198879787573 0.0028913055948979367 0.0042772151209517157 0.00054364761289185139 -0.0007382366150175811 0.0018185597274880353 -0.00072960150174797235 0.00080658247446205918 0.001437107362273379 0.00069810663523422361 0.0015243450140063793 0.00059803166754315439 0.00015921471326476341 -0.00018944815979234572 0.001342918429822061 0.0021763729722258725 0.0028371699793878821 -0.00065569919827207057 -0.00014324049151398535 0.00061482158416111508 0.0014761120437508431 0.0020369341325845924 -0.00012972935178545608 -0.00012502911685312949 -0.00067549068348241666 -0.00062607091900626806 0.0022494303371149277 0.0030042893400184538 0.0032369387096312925 0.0041646856646418281 0.00034295912824705067 8.1439458888999381e-05 0.0022619512008713481 7.7020364079768481e-05 0.00068708527291080348 0.0011066558274885261
leaf_weight=4389 3581 201 17609 4484 2262 16912 9800 1287 1928 5231 1863 5668 25336 1395 19577 3847 1571 7965 4110 1693 10939 1530 4907 9895 2383 1239 3311 8414 9008 5342 3264 2041 1522 5505 2166 6263 9708 1741 10323 3539 2207 1073 1658 1673 2816 4525 301 6940 4231 10458
leaf_count=4389 3581 201 17609 4484 2262 16912 9800 1287 1928 5231 1863 5668 25336 1395 19577 3847 1571 7965 4110 1693 10939 1530 4907 9895 2383 1239 3311 8414 9008 5342 3264 2041 1522 5505 2166 6263 9708 1741 10323 3539 2207 1073 1658 1673 2816 4525 301 6940 4231 10458
internal_value=0 0.00132181 -0.000802746 0.000849732 0.00236381 -0.00139715 -0.000306091 0.00270003 0.00114766 -8.98449e-06 0.000362582 -0.000588553 -0.00181217 0.00144224 -0.00114777 0.00234395 0.00344656 0.000775558 0.000123073 0.00188946 -0.000992327 -3.58828e-05 0.00152305 0.000815398 0.00104161 -0.000319398 -0.000380914 -0.000498826 0.00159812 0.00182243 0.0032369 -0.00134804 -0.000884299 0.000222184 0.00217542 0.00213811 -0.000387299 -0.000847011 -0.000911372 -0.00117584 0.00227969 0.00227853 0.00267305 0.00367768 -0.000148447 -0.000308702 0.000606218 0.000119115 0.000308082 0.000908032
internal_weight=0 105656 173975 72713 32943 79194 94781 24137 45119 46193 27594 48588 29725 8806 49469 16342 7795 10129 17465 4161 27851 12981 21185 23934 4645 19717 18478 15167 19257 10249 6224 21618 6753 26476 12495 12294 27317 21271 19530 9207 10128 2766 3865 2960 11451 8635 8266 20971 11171 20353
internal_count=279631 105656 173975 72713 32943 79194 94781 24137 45119 46193 27594 48588 29725 8806 49469 16342 7795 10129 17465 4161 27851 12981 21185 23934 4645 19717 18478 15167 19257 10249 6224 21618 6753 26476 12495 12294 27317 21271 19530 9207 10128 2766 3865 2960 11451 8635 8266 20971 11171 20353
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=51
num_cat=0
split_feature=0 0 0 1 0 0 2 0 1 0 1 4 0 5 1 5 4 4 4 5 4 4 10 10 3 9 2 10 9 4 4 10 3 2 1 6 0 9 9 3 5 4 9 10 10 10 4 5 0 6
split_gain=107.317 22.8601 14.9215 3.96674 3.707 3.29369 2.46383 2.16394 1.62417 1.34117 1.01753 0.908336 0.791702 0.750031 0.651519 0.633898 0.500075 0.499913 0.498669 0.496006 0.608224 0.479232 0.475328 0.670411 0.441392 0.429761 0.537339 0.477273 0.415554 0.415288 0.396107 0.393585 0.382834 0.369029 0.363597 0.36187 0.35376 0.346042 0.338174 0.369833 0.32997 0.321179 0.320818 0.311864 0.412363 0.310008 0.308703 0.299994 0.297159 0.294723
threshold=792.40239783902211 589.97730241246552 1061.8284994139024 2364.0969371768856 491.23829263604199 679.36994087171206 2.5000000000000004 916.44505744395212 2027.995243810725 1264.1367493995072 1764.9248019396464 5.5000000000000009 423.23027064256206 4.5000000000000009 1465.6612970695544 11.500000000000002 5.5000000000000009 2.5000000000000004 4.5000000000000009 7.5000000000000009 4.5000000000000009 6.5000000000000009 0.90550595238095244 0.3133928571428572 12.500000000000002 2.5000000000000004 3.5000000000000004 0.6198686371100165 1.5000000000000002 6.5000000000000009 3.5000000000000004 0.22792207792207794 19.500000000000004 1.5000000000000002 3049.3733999235665 1.0000000180025095e-35 1364.7041533538422 1.5000000000000002 1.5000000000000002 14.500000000000002 3.5000000000000004 3.5000000000000004 3.5000000000000004 0.89564428312159727 0.35388994307400384 0.2022727272727273 4.5000000000000009 3.5000000000000004 355.87763915758541 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 12 10 9 16 18 21 28 15 48 25 17 47 33 -6 43 20 -10 24 23 -9 -4 27 45 -13 -3 -8 -12 -30 46 -2 -11 -25 -31 -19 -35 -40 -32 -26 -28 44 -7 -27 -16 -5 -1 -15
right_child=2 5 6 11 14 8 29 22 19 34 30 13 -14 49 32 -17 -18 37 -20 -21 -22 -23 -24 35 41 26 42 -29 31 36 40 -33 -34 38 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0027957345957963409 0.0048890911399964883 -0.00044283634591680426 0.0044965615918452634 -0.0005006722540525885 -0.0010987856395035644 0.00013365411293420783 0.00080569461772498404 0.0015054881192219094 -0.00071956715340494028 0.0034453833591365762 -0.0011455912510447027 -0.00019581328768626693 -0.0015039628214187622 0.0018572249148244532 -0.001407305467496435 0.0023511743898045993 0.0014960277280291409 -0.00084546105491376 0.0007180879233886345 0.00098883237739018424 -0.00010391492164229908 0.00300774310289741 0.0014583577580020216 0.0027926408805768132 0.0015633225554315287 0.00061925930967087102 -0.00046887854890189626 0.00067422100679967413 -0.00035474587794805421 0.0016920869841603793 -0.00073461271535456079 0.00020180639704397513 -0.0004924222184518797 0.00066884664358780855 0.0054544616421144613 0.0019748864340833352 0.0032173048089019635 -0.00038748297270479315 0.00075207818789056746 0.0013348262274219655 -0.00020767429888046753 0.0024135774207045073 0.00091718195573953503 3.4906966932946703e-05 0.00071292818491833405 0.0015487284406844133 -0.0010097315616003622 0.00019790680829138649 -0.0019261095912194159 0.00099212402020849486
leaf_weight=1091 58 14665 232 2420 11516 6491 1256 4485 5394 4187 4394 3424 25324 1235 13130 285 4377 11107 7117 824 15655 3897 8992 2385 1305 1559 1041 2921 5858 4103 12745 6940 1764 9077 238 3126 419 6561 4830 6240 3874 7459 697 10285 5833 2113 7773 4211 9864 4854
leaf_count=1091 58 14665 232 2420 11516 6491 1256 4485 5394 4187 4394 3424 25324 1235 13130 285 4377 11107 7117 824 15655 3897 8992 2385 1305 1559 1041 2921 5858 4103 12745 6940 1764 9077 238 3126 419 6561 4830 6240 3874 7459 697 10285 5833 2113 7773 4211 9864 4854
internal_value=0 -0.0006827 0.00140537 0.001034 -0.00126991 -0.000165579 0.00250407 0.00132119 0.000112451 0.00280237 -0.00046152 0.000528646 -0.00165759 0.000717184 -0.000998662 4.21983e-05 0.0010115 -0.000842463 0.000353082 -0.000214572 -0.000261681 0.00254459 0.00172212 0.00195939 0.00234395 0.000483879 0.000811287 0.000204718 -0.000261143 0.00161001 -0.000723404 -5.2943e-05 -0.00119977 0.000906535 0.00355344 0.00232879 0.00183341 -0.000675391 0.00089507 0.00108056 -0.00061178 0.00228697 8.69812e-05 0.000238183 0.000407827 0.00115411 -0.00125946 -5.70414e-05 -0.00201271 0.00116759
internal_weight=0 188205 91426 68330 88130 100075 23096 43570 51599 17318 48476 24760 36279 17844 51851 6916 24582 29184 29726 21873 21049 12893 18988 9996 8996 11755 5410 6345 27463 5778 21013 12798 22667 20205 4425 5511 4522 17668 20147 11070 16619 8764 1738 22609 12324 3672 20903 6631 10955 6089
internal_count=279631 188205 91426 68330 88130 100075 23096 43570 51599 17318 48476 24760 36279 17844 51851 6916 24582 29184 29726 21873 21049 12893 18988 9996 8996 11755 5410 6345 27463 5778 21013 12798 22667 20205 4425 5511 4522 17668 20147 11070 16619 8764 1738 22609 12324 3672 20903 6631 10955 6089
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 0 1 0 0 1 1 4 5 4 4 1 4 9 1 4 10 2 4 9 9 10 1 9 10 4 1 10 9 4 1 8 4 4 9 10 9 4 3 2 9 4 10 5 9 10
split_gain=97.0814 21.8143 12.694 4.69353 3.14937 2.30996 2.16763 1.72173 1.56034 1.25601 1.11184 0.859653 0.8428 0.682734 0.631482 0.592389 0.527996 0.495699 0.477712 0.471836 0.44319 0.433619 0.431095 0.419923 0.414467 0.691266 0.408724 0.525002 0.707996 0.404876 0.39781 0.395391 0.425313 0.371041 0.368286 0.361304 0.353354 0.353246 0.350078 0.346704 0.34408 0.340964 0.339282 0.318545 0.386166 0.337256 0.314136 0.306957 0.297846 0.299591
threshold=719.33492945964201 942.80558483579864 539.63895718885544 1146.5960345662522 2147.5229878825721 619.83368848391717 2818.3175397299569 809.90619584897706 453.77119419176705 3438.6371619929478 1848.9026265255354 6.5000000000000009 6.5000000000000009 5.5000000000000009 7.5000000000000009 1613.7989820216142 3.5000000000000004 2.5000000000000004 1379.8125525987941 3.5000000000000004 0.74133811230585434 2.5000000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 0.47673160173160178 3741.8673850150876 3.5000000000000004 0.38585607940446659 2.5000000000000004 1357.6621260085051 0.19756097560975613 3.5000000000000004 3.5000000000000004 1140.5930720771951 3.5000000000000004 2.5000000000000004 4.5000000000000009 1.5000000000000002 0.3133928571428572 1.5000000000000002 3.5000000000000004 15.500000000000002 3.5000000000000004 2.5000000000000004 9.5000000000000018 0.71240601503759404 4.5000000000000009 1.5000000000000002 0.45584415584415588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 7 15 13 36 21 14 29 12 16 34 18 40 -6 20 -5 -9 -8 46 47 -15 25 -18 -19 28 -28 -7 38 32 -13 -23 -3 -14 -2 -20 -10 -25 -4 -36 -21 44 45 -11 -1 -12 -31 -50
right_child=1 3 5 9 11 10 17 19 30 43 22 31 35 23 -16 -17 24 26 37 42 -22 33 -24 39 -26 -27 27 -29 -30 48 -32 -33 -34 -35 41 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.00091292197457037017 6.2148155808359028e-05 0.0035920655278307034 -0.00073521205595713623 0.0047863725106337554 -0.00098745382502181595 -0.00034843888709234062 0.00034591322277663969 0.000759368827262876 -0.0012212693145219175 0.0010750742122715331 -0.00081584514420042975 -0.0002582993589182311 0.0014673511581273951 0.0018796951825263523 0.0036989290728782175 -0.00094268721788510904 -0.00090832818323061029 0.0017662237033168309 0.0020637954211617255 0.0010378466515890492 0.0012064369607021721 -0.0021394017633441695 -0.00025032488321517511 0.0020272540825598865 0.00020196755325609073 8.1826180804648785e-05 -0.0012154088588838118 0.0022278201140539006 0.0019095351148126598 -0.00010184077921417104 -0.0013860747992392791 0.00063649908469251256 0.00091665874137120639 -0.0015766866368217133 0.0011890669034424674 0.00026730686898805434 0.00057734376612337938 0.0028757478439692639 -0.00080803381266062032 0.0029395238754505162 -0.00035975158490549985 0.0017675455338442192 0.0014856542789453563 -1.868695210980158e-05 0.003280350828677699 0.0022804777081730961 -0.0016344853814696644 -0.00020054018236359604 6.3715261240965339e-05 0.00063186962421685981
leaf_weight=1970 4060 238 14170 282 1956 7848 3562 7559 13738 1121 10410 3002 1054 4594 2352 19291 3205 2704 1735 9689 2580 7857 9348 1761 5936 3917 501 357 284 11582 17647 9215 1036 4671 3527 1549 18464 5877 8175 2549 10717 9170 7507 219 463 1203 6437 2517 6378 3647
leaf_count=1970 4060 238 14170 282 1956 7848 3562 7559 13738 1121 10410 3002 1054 4594 2352 19291 3205 2704 1735 9689 2580 7857 9348 1761 5936 3917 501 357 284 11582 17647 9215 1036 4671 3527 1549 18464 5877 8175 2549 10717 9170 7507 219 463 1203 6437 2517 6378 3647
internal_value=0 0.00104957 -0.000826947 0.00192549 0.000544318 -0.000469198 0.00159627 0.000800799 -0.00139412 0.00271615 -0.000242432 0.000151505 -7.73465e-05 0.00187533 0.00297981 -0.000734728 -0.000221344 0.000986117 0.00276554 0.00108861 0.000707384 -0.00174319 -0.00050899 0.00221228 -0.000106586 -0.000363757 0.00143125 0.000638109 -8.48559e-05 -4.08509e-05 -0.00120939 0.000455714 4.3151e-05 -0.0019296 0.00164338 0.000753226 0.000484479 0.00269068 -0.00106711 0.00256678 -0.000573529 0.00160685 0.00123334 0.00181746 0.00196174 0.00169904 -0.0014654 -0.00069604 7.08698e-05 0.000270404
internal_weight=0 123228 156403 45079 78149 95908 31827 47279 60495 13252 51730 30870 17617 21839 10246 44178 15014 9988 7894 24755 6142 20935 22275 8904 13058 7122 3846 1142 785 29455 39560 13253 4038 12528 12935 2603 22524 7612 21913 4310 24887 12697 17196 3006 2787 2324 8407 12927 21607 10025
internal_count=279631 123228 156403 45079 78149 95908 31827 47279 60495 13252 51730 30870 17617 21839 10246 44178 15014 9988 7894 24755 6142 20935 22275 8904 13058 7122 3846 1142 785 29455 39560 13253 4038 12528 12935 2603 22524 7612 21913 4310 24887 12697 17196 3006 2787 2324 8407 12927 21607 10025
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 1 2 3 0 1 0 5 9 4 4 10 1 5 9 1 1 4 4 10 10 9 4 10 8 6 2 4 9 10 9 10 4 10 9 9 4 9 10 10 10 9 10 10 5 1
split_gain=87.6668 19.9329 11.3546 4.239 3.28432 2.07046 1.79278 1.71416 1.29926 0.965179 0.95542 0.83279 0.780818 0.752773 0.709986 0.687608 0.685918 0.655243 0.682114 0.621344 0.543279 0.531264 0.487246 0.475035 0.44923 0.583144 0.442211 0.441577 0.423609 0.415951 0.401986 0.397031 0.39491 0.525777 0.37919 0.355618 0.343432 0.343243 0.361668 0.344999 0.344717 0.342904 0.33846 0.447445 0.333008 0.461327 0.790461 0.330848 0.325243 0.32324
threshold=803.94840676866716 615.8082962219371 1078.5099592134823 515.84662348012159 2408.1508409761141 1841.8756835017055 2.5000000000000004 16.500000000000004 714.86761375774711 2606.2997478250472 430.90494422749543 3.5000000000000004 1.5000000000000002 7.5000000000000009 5.5000000000000009 0.47140522875816998 1600.8480717715354 9.5000000000000018 2.5000000000000004 1540.7638108329954 1487.7388556757253 4.5000000000000009 4.5000000000000009 0.6198686371100165 0.32071428571428579 3.5000000000000004 2.5000000000000004 0.83558558558558571 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 0.5270467836257311 1.5000000000000002 0.31643132220795894 3.5000000000000004 0.25265957446808512 2.5000000000000004 3.5000000000000004 9.5000000000000018 2.5000000000000004 0.89564428312159727 0.42705167173252284 0.93218390804597717 2.5000000000000004 0.45584415584415588 0.52440476190476204 2.5000000000000004 1285.6662227182744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 7 8 9 16 31 20 -1 14 36 17 32 -14 -2 18 23 26 -4 -22 -18 -6 25 30 -5 -13 -19 -17 41 -3 33 -7 -23 -36 -9 39 40 -8 -39 -15 43 -10 45 46 -21 -47 -26 -12
right_child=2 5 6 19 13 11 37 12 42 -11 49 27 15 24 -16 29 22 28 -20 44 21 34 -24 -25 48 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 47 -48 -49 -50 -51
leaf_value=-0.0017749996268290895 0.0036176491240991777 -0.00014568985127428425 0.0042490754481136371 -0.0008670355704838463 -0.00043724197930333883 -0.0014539569671476917 0.00060484601130406785 0.00080854944487574918 0.0003634003634505728 0.0034167349796612109 -0.0011376122222264444 -0.00014266457555549522 0.0015905522334257391 -6.3409149714785954e-05 -0.00023751032657092546 0.0031940852445519804 0.0007395690419970002 0.0025167953819925709 0.00063344803721869232 -0.0015987437412218282 0.0017455752536417301 0.0022276716746797783 0.0011943335658515472 0.00033021229584291671 0.00058116203379816715 0.0015985968733848431 -0.00047159906130829108 0.00061872173318667048 0.00020633065841703003 0.0020817613287842569 -0.00077325281750063369 0.00035361269194358327 -0.00048100631596144936 -0.00053959057135157733 0.0023641369149256658 0.0032471173874098116 0.0014888171578606607 0.0010389581867157897 0.0027917924409525379 0.0032451139642758449 0.0021097809032127181 0.0012980531989903543 0.00023803037553547552 0.00099208158014233621 -9.675142992079842e-05 -0.00067297438204811776 -0.00076417765471799488 -0.0015229615666775454 0.0014437152675993053 -0.0014417238463719593
leaf_weight=13184 244 24768 390 11219 4242 3505 1277 2463 6761 2937 19196 10649 4950 1078 12777 1347 12550 533 5934 6303 2784 4989 11099 3843 1556 862 19117 2319 316 2235 880 4744 6116 2851 2046 2576 7520 1616 709 137 1405 810 10820 4868 1068 9873 5160 1295 3672 16038
leaf_count=13184 244 24768 390 11219 4242 3505 1277 2463 6761 2937 19196 10649 4950 1078 12777 1347 12550 533 5934 6303 2784 4989 11099 3843 1556 862 19117 2319 316 2235 880 4744 6116 2851 2046 2576 7520 1616 709 137 1405 810 10820 4868 1068 9873 5160 1295 3672 16038
internal_value=0 -0.000594965 0.00131734 -0.00107214 0.000996491 -5.28336e-05 0.00233426 0.00126004 0.000152633 0.00259937 -0.0014119 -0.000332193 0.00162116 0.000525414 -0.000499465 0.00197239 0.000980212 0.000308028 0.000226343 -0.000767701 0.0024116 0.00235378 0.000953 -7.2452e-05 0.000890292 0.000462974 -0.000617841 -6.50982e-06 0.00165683 0.00250005 0.000109323 -6.54279e-05 -0.000767826 -0.00104382 0.00252996 0.00285625 0.00132098 0.00152402 0.00177549 0.000860657 0.00153697 0.000520693 0.000439302 0.000626572 -0.000959529 -0.00100025 -0.00122307 -0.000771536 0.001187 -0.00127604
internal_weight=0 192631 87000 102453 66134 90178 20866 42408 51961 15722 48418 38217 18515 23726 25249 8532 23893 14868 14019 54035 12785 12395 23649 8085 8858 3630 30336 12968 849 3582 2768 29512 12472 6356 9611 4622 9983 5144 3730 1414 3021 1888 22449 11629 23699 22631 11463 11168 5228 35234
internal_count=279631 192631 87000 102453 66134 90178 20866 42408 51961 15722 48418 38217 18515 23726 25249 8532 23893 14868 14019 54035 12785 12395 23649 8085 8858 3630 30336 12968 849 3582 2768 29512 12472 6356 9611 4622 9983 5144 3730 1414 3021 1888 22449 11629 23699 22631 11463 11168 5228 35234
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 0 1 0 2 0 1 5 4 2 4 1 10 9 4 3 5 4 4 9 4 4 1 10 10 0 6 4 4 1 9 6 8 1 6 4 5 4 9 10 6 10 5 10 6 9
split_gain=79.2666 17.8582 10.3867 3.87093 2.54325 2.04038 1.47152 1.40545 1.30155 1.14781 0.864712 0.774074 0.687531 0.589113 0.586392 0.481908 0.462642 0.592562 0.458364 0.431633 0.394013 0.390867 0.374856 0.368079 0.356159 0.35388 0.348667 0.336415 0.370674 0.334324 0.321702 0.320902 0.320474 0.320116 0.343304 0.319082 0.311763 0.294204 0.287786 0.282376 0.275217 0.273167 0.269194 0.278962 0.263466 0.261347 0.259539 0.254986 0.253879 0.250109
threshold=719.33492945964201 942.80558483579864 533.27994185234706 1113.5670458188422 2147.5229878825721 629.85404376512713 2818.3175397299569 818.89450838190703 2.5000000000000004 444.5772474457321 1878.9294241168266 3.5000000000000004 6.5000000000000009 2.5000000000000004 6.5000000000000009 1390.6758529546753 0.81934731934731941 2.5000000000000004 6.5000000000000009 23.500000000000004 5.5000000000000009 5.5000000000000009 5.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 2846.3956359091098 0.92724867724867732 0.56330128205128216 355.87763915758541 2.5000000000000004 3.5000000000000004 4.5000000000000009 1329.7298398326343 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 940.61843036718403 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.33012820512820518 1.5000000000000002 0.6198686371100165 13.500000000000002 0.27149877149877155 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 6 7 13 18 25 12 29 32 14 15 23 38 -5 17 26 27 -14 21 -8 37 -4 -15 -2 45 28 -3 -1 49 -12 42 34 -11 -35 -22 -9 -6 -17 -41 -39 -7 -44 -30 -13 -38 -25 -23 -10
right_child=1 3 5 8 11 10 20 22 30 33 31 16 19 24 -16 39 -18 -19 -20 -21 36 48 -24 47 -26 -27 -28 -29 44 -31 -32 -33 -34 35 -36 -37 46 41 -40 40 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0024676661674386878 0.0002402777201795544 0.0015069655078952546 -0.00065616512953779987 0.0041933983959273197 6.7453855662269141e-05 -0.00026685629164890635 -0.00038543534917678644 0.0042839545472816102 0.0016679640219165539 -0.0011571475093971435 -0.00089731631405176159 -0.00046169690935120625 0.002709654260038006 -0.0011566856078756647 0.0002231080896519101 0.0014085454582162796 0.00095845819749093813 0.00056872822779950409 0.0021569991805055152 0.0036813853914921266 0.0018306750872522379 0.0011591268689520543 0.0013985767544656845 -0.00052589801662761369 -0.00071776956781424077 0.00062418922497622692 0.0016673794556075197 0.0012742467278379517 0.0024903423608794157 -0.0015638859067756365 0.0010579919526746918 -0.00035465568838187678 0.0003781799685350965 -0.0015011612301778134 -0.00074633763209628603 -0.0010772244801818497 0.00069734110094836163 0.00040913796637997903 -0.00055812657156965417 0.0019915216517892419 0.0026510942434192675 0.00096721784189977627 -0.00015681266975833073 0.00034192907323840187 0.0013673071641579937 0.00047784145823107126 0.0032844623807621038 -8.1426204604073473e-05 0.00044506023645249094 0.0029425543283827967
leaf_weight=1091 10559 5821 16944 321 2611 10575 834 64 1639 13884 3256 3552 3245 6391 7747 947 3011 6555 3442 1764 1506 2369 4764 6399 16697 13910 246 7416 2083 16478 1782 16683 4487 9010 8025 8748 1648 2556 6213 3044 3292 15426 5790 5436 697 935 103 6509 2623 503
leaf_count=1091 10559 5821 16944 321 2611 10575 834 64 1639 13884 3256 3552 3245 6391 7747 947 3011 6555 3442 1764 1506 2369 4764 6399 16697 13910 246 7416 2083 16478 1782 16683 4487 9010 8025 8748 1648 2556 6213 3044 3292 15426 5790 5436 697 935 103 6509 2623 503
internal_value=0 0.000948398 -0.000747231 0.00174091 0.000491247 -0.000437676 0.00138824 0.000721729 0.00234962 -0.00128357 -0.000194966 0.000138252 0.00259703 -0.000649608 -9.43274e-05 0.00229742 0.000407787 0.000260899 0.00163352 0.00305187 0.000862757 0.000616531 0.00100408 -0.000502924 -0.000839266 0.000458522 -0.000165432 0.00152102 0.0017338 -0.00162001 0.00155434 -0.000443271 -6.63157e-06 -0.00113455 -0.00100667 -0.00129232 0.0013032 0.000899935 -0.000373019 0.00221385 0.00233422 0.000887891 -8.5832e-05 8.46946e-05 0.00220878 -0.000265916 0.000849525 -0.000301768 0.000783927 0.00196727
internal_weight=0 123228 156403 45079 78149 99167 28542 47279 16537 57236 46227 30870 12613 52940 16571 7604 14299 11288 19459 5009 9083 5826 22810 29852 23088 24469 4733 16017 8601 17569 3924 19939 26288 39667 21909 17758 3257 18046 8824 7283 6336 17982 21801 11226 2780 4487 1751 12908 4992 2142
internal_count=279631 123228 156403 45079 78149 99167 28542 47279 16537 57236 46227 30870 12613 52940 16571 7604 14299 11288 19459 5009 9083 5826 22810 29852 23088 24469 4733 16017 8601 17569 3924 19939 26288 39667 21909 17758 3257 18046 8824 7283 6336 17982 21801 11226 2780 4487 1751 12908 4992 2142
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 0 0 0 0 1 5 4 1 8 10 4 0 6 0 9 2 4 4 3 4 4 3 9 4 10 4 9 1 10 10 4 3 10 4 5 5 9 10 9 10 10 9 9 10 9
split_gain=71.6138 13.5258 11.6536 2.39096 2.32603 2.26901 2.01231 1.41258 1.27912 0.977774 0.765945 0.646267 0.612397 0.501381 0.493246 0.468691 0.437313 0.42368 0.415674 0.396092 0.646826 0.395972 0.384342 0.380862 0.379413 0.378868 0.361106 0.356016 0.352442 0.352247 0.347147 0.3386 0.335303 0.331493 0.456891 0.331301 0.329516 0.376638 0.325978 0.322523 0.306359 0.296866 0.410511 0.284439 0.345133 0.277546 0.333294 0.272537 0.274869 0.272526
threshold=770.6416952900895 573.84040507662701 1013.9723183850269 2299.1146759378844 2.5000000000000004 662.67492417065887 473.58088045802202 1203.0768547389173 876.4685166017922 1984.0536335644945 4.5000000000000009 4.5000000000000009 1717.842766421496 1.5000000000000002 0.31643132220795894 9.5000000000000018 391.20894585815876 1.0000000180025095e-35 524.6149202379321 3.5000000000000004 3.5000000000000004 3.5000000000000004 8.5000000000000018 36.500000000000007 4.5000000000000009 1.5000000000000002 19.500000000000004 2.5000000000000004 2.5000000000000004 0.94519519519519524 3.5000000000000004 1.5000000000000002 1200.5930205483244 0.92052631578947375 0.54653679653679665 2.5000000000000004 22.500000000000004 0.87138130686517801 1.5000000000000002 5.5000000000000009 6.5000000000000009 1.5000000000000002 0.45584415584415588 1.5000000000000002 0.33012820512820518 0.082207207207207214 2.5000000000000004 1.5000000000000002 0.27149877149877155 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 7 12 16 24 35 25 11 -5 38 -12 19 27 -1 -13 -8 20 -6 -11 29 30 32 -7 -26 40 -10 -9 -15 -28 -4 34 -30 -2 37 49 -3 -23 -16 -27 -43 -37 -45 -19 -47 -40 -49 -14
right_child=2 5 4 10 14 9 18 22 28 21 13 17 36 23 15 -17 -18 45 -20 -21 -22 39 -24 -25 26 41 31 -29 33 -31 -32 -33 -34 -35 -36 43 -38 -39 47 -41 -42 42 -44 44 -46 46 -48 48 -50 -51
leaf_value=-0.0018803955153807628 0.00021244244034088951 -0.00089118438282053357 0.0035595407500353306 -0.00072393893789625104 0.00072915023711746143 -0.00051938538259802263 -0.0010462943316819782 0.0029920198007436687 0.00055236434959440666 -0.00077413292540567382 0.0015731498591490198 0.00071987559582213233 -0.00099239491423277321 -0.00043306118922396695 0.0003138962824882094 0.0020408689155780946 -0.0013380002465818663 -0.00042566409792657822 -0.0007592980158810745 0.0022655033553048449 -0.0015981053798466182 -0.00021727994202900446 0.003704846159211034 0.0020762913177120985 0.0017614570312239762 8.5308391322750927e-05 0.0019816497116980302 0.002015635451113512 0.0012442597910393832 0.0022320865772026167 0.00059124914199333817 0.0027865476044494184 0.0014029060431117414 0.0010660461535171824 0.0019605236568393993 0.00056090432521074633 1.7257792144311047e-05 -0.00010329313771159903 -0.00040163378102869136 0.00048482184523413423 0.0014274801594877172 0.00019810410124111675 0.00075202872164221481 0.00063713313099006462 0.0012214338855318831 -3.969931494634056e-05 0.00057914674728448104 -0.00032397312954145289 0.00016432015823597039 -0.00059644331092695703
leaf_weight=4389 3236 2153 188 1960 2139 1698 24180 2883 1780 2940 1382 3532 8682 944 1459 2004 24243 2105 26382 323 347 17253 885 385 5804 13852 3003 766 6580 3237 6683 2313 4360 8859 3365 9424 1663 2225 13622 1807 1071 8702 5433 4835 5295 5350 3667 5572 5970 8701
leaf_count=4389 3236 2153 188 1960 2139 1698 24180 2883 1780 2940 1382 3532 8682 944 1459 2004 24243 2105 26382 323 347 17253 885 385 5804 13852 3003 766 6580 3237 6683 2313 4360 8859 3365 9424 1663 2225 13622 1807 1071 8702 5433 4835 5295 5350 3667 5572 5970 8701
internal_value=0 -0.000597777 0.00107106 0.000711829 0.00188075 -0.00021202 -0.00108621 0.00214068 0.000939115 1.85903e-05 0.000332781 0.000128747 -0.000457329 0.000693631 0.00115397 0.00143786 -0.00142114 0.000242795 -0.000896547 0.000618322 0.000404308 -0.000234028 0.00273091 0.000541922 0.00187679 0.000205809 0.00203414 0.00107123 0.00122482 0.00259007 0.000464469 0.00233186 0.00149205 0.00128848 0.00148662 0.000681064 -0.000658491 -0.000715802 -0.00030069 -0.000150717 0.000785299 0.000249808 0.000411013 0.000758617 0.00094255 9.12891e-05 0.000211971 -0.000250169 -7.14076e-05 -0.000794203
internal_weight=0 179467 100164 69382 30782 100273 79194 22673 43374 51685 26008 16614 48588 9394 8109 5300 28632 14654 50562 2809 2486 22000 7005 8012 15668 29685 11120 3296 20584 6120 7627 5316 4548 18804 9945 22790 21271 19608 27317 19060 2530 27987 14135 19554 10130 11122 9017 25164 11542 17383
internal_count=279631 179467 100164 69382 30782 100273 79194 22673 43374 51685 26008 16614 48588 9394 8109 5300 28632 14654 50562 2809 2486 22000 7005 8012 15668 29685 11120 3296 20584 6120 7627 5316 4548 18804 9945 22790 21271 19608 27317 19060 2530 27987 14135 19554 10130 11122 9017 25164 11542 17383
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 0 3 2 1 4 1 6 9 2 3 5 4 10 2 1 10 4 1 3 4 6 9 5 4 4 4 10 9 10 4 8 0 6 5 10 5 6 4 9 3 4 4 10 4 9
split_gain=64.8058 14.6856 8.389 2.92016 2.37209 1.66437 1.35121 1.30201 0.791455 0.76757 0.762322 0.68822 0.634508 0.626315 0.695315 0.5946 0.657313 0.578539 0.550302 0.487875 0.462176 0.433943 0.425546 0.425474 0.389269 0.359809 0.359568 0.356189 0.367547 0.34158 0.331693 0.323012 0.474557 0.620776 0.321295 0.315181 0.311303 0.342331 0.30422 0.302304 0.28093 0.280439 0.271543 0.265496 0.247998 0.247476 0.241595 0.240279 0.230494 0.228968
threshold=803.94840676866716 609.82087228127716 1078.5099592134823 502.78065897777708 2408.1508409761141 710.35227943193206 16.500000000000004 2.5000000000000004 2128.0092764220458 7.5000000000000009 1820.9047752929355 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 11.500000000000002 9.5000000000000018 6.5000000000000009 0.3133928571428572 1.5000000000000002 1499.7414671454942 0.71240601503759404 2.5000000000000004 1487.7388556757253 21.500000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 0.88303693570451447 2.5000000000000004 0.56711711711711721 2.5000000000000004 6.5000000000000009 1433.692583700579 1.5000000000000002 5.5000000000000009 0.072299651567944254 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 22.500000000000004 2.5000000000000004 3.5000000000000004 0.41277890466531447 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 6 10 18 9 34 22 29 38 42 20 48 16 46 -14 -2 21 -1 -5 -4 -24 -20 -19 -25 28 -10 -3 -21 32 33 -12 -7 -17 37 -9 -6 -18 -41 -30 -8 -23 -11 -22 -13 -28 -15 -36
right_child=2 5 7 19 11 8 12 36 27 44 31 15 17 14 -16 35 39 25 24 30 45 43 23 26 -26 -27 47 -29 41 -31 -32 -33 -34 -35 49 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00065647226933085738 0.0031947408024578061 -0.00022303068553572301 0.0036925085565934963 -0.00080978097361250492 0.00078111558337254036 -1.5967120396341756e-05 0.00067518566664980146 0.001816566894854007 -0.00084280637344552329 0.0025058542333419105 -0.0010706444282647999 -0.00081423000240903043 0.0012387897554330734 -0.0018890451662310851 -0.0011576245858887818 0.0022271352221269049 -0.0001296655718690877 0.0026255645725489882 0.00061723385279241537 -0.0011380305261476902 -0.0014407988430751523 -0.0005752905241535526 0.001746459760510076 0.0020158959827176058 0.0010237122442642017 0.0017408876611586202 0.0023569802403540186 0.00099574578517030066 0.00028278620237337287 0.00011893981298938344 -0.0007461210351324154 8.7073617126900876e-05 -0.00030960984750611056 -0.00018991317588506497 0.00028034477387125194 0.00031362043275925874 0.0029592343690061445 0.00092756752946565732 0.0017466315910153161 0.00021320985470488636 0.00082072391971892513 -0.00019669986573619855 0.0012800794300004633 -0.00020087175258456979 0.0034293380411664926 -0.001021517543961397 1.3511195836822326e-05 0.0034028030027841295 -0.0014069389482257253 0.00062557327128374041
leaf_weight=5429 244 17559 390 12228 3812 4475 2463 1625 1634 1459 6341 1018 3623 7091 11045 605 1546 1836 12550 7868 6067 12353 6740 3468 11099 3073 1211 732 4372 12501 17204 2385 11260 2923 9523 334 273 3246 1038 2784 6013 10081 7520 7677 1449 8381 6576 1005 3812 9690
leaf_count=5429 244 17559 390 12228 3812 4475 2463 1625 1634 1459 6341 1018 3623 7091 11045 605 1546 1836 12550 7868 6067 12353 6740 3468 11099 3073 1211 732 4372 12501 17204 2385 11260 2923 9523 334 273 3246 1038 2784 6013 10081 7520 7677 1449 8381 6576 1005 3812 9690
internal_value=0 -0.000511541 0.00113263 -0.000935425 0.000856843 -6.19059e-05 0.00108082 0.00200672 0.000179357 0.00223264 -0.000246407 0.000456498 0.00140144 -0.0012531 -0.00143724 0.000319997 0.000255789 0.00171805 0.000832377 -0.000703662 -0.00104979 -0.000575072 0.00206621 0.00201516 0.000808003 0.00207176 0.00233379 -8.2933e-05 -0.000132016 -8.0816e-05 -0.000869109 -0.000463687 -0.000527689 -0.000792754 0.000365589 0.0015465 0.00131623 0.00122414 0.000987756 0.000515143 0.000628463 -5.16564e-05 0.00113084 -0.000431785 0.00296601 -0.00119758 -9.74502e-05 0.00283128 -0.00172049 0.000454459
internal_weight=0 192631 87000 99155 66134 93476 42408 20866 40507 15722 52969 23726 18515 41825 21948 18876 17937 8532 23893 57330 19877 32258 12814 12424 23649 4909 5684 16819 16087 30060 25072 22909 20524 9264 23688 939 5144 4871 4850 10343 8797 14453 9983 20030 2908 14448 7594 2216 10903 19213
internal_count=279631 192631 87000 99155 66134 93476 42408 20866 40507 15722 52969 23726 18515 41825 21948 18876 17937 8532 23893 57330 19877 32258 12814 12424 23649 4909 5684 16819 16087 30060 25072 22909 20524 9264 23688 939 5144 4871 4850 10343 8797 14453 9983 20030 2908 14448 7594 2216 10903 19213
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 0 2 3 1 4 10 9 10 9 9 1 10 1 5 6 4 1 3 0 5 4 4 1 4 6 2 5 4 3 6 9 5 4 4 1 4 9 10 9 5 10 10 8 10 5
split_gain=58.5044 13.4887 7.41884 2.35612 2.10515 1.83726 1.17506 1.16181 1.08682 0.715057 0.643268 0.606257 0.715925 0.578502 0.573894 0.560885 0.531205 0.480923 0.469848 0.506015 0.441308 0.430553 0.417662 0.410236 0.389538 0.479307 0.370838 0.363713 0.399861 0.351757 0.34579 0.338065 0.349824 0.332274 0.32023 0.312351 0.312179 0.310431 0.304377 0.298893 0.289682 0.289319 0.771261 0.280391 0.279925 0.270841 0.373702 0.260575 0.256295 0.249716
threshold=806.96991629943716 582.00200697471212 1078.5099592134823 675.32011363590209 2408.1508409761141 481.22977250753871 2.5000000000000004 16.500000000000004 2019.0226500378151 6.5000000000000009 0.19756097560975613 2.5000000000000004 0.68496240601503777 3.5000000000000004 1.5000000000000002 1737.860153578647 0.47140522875816998 1607.7295420409253 7.5000000000000009 1.5000000000000002 4.5000000000000009 1390.6758529546753 23.500000000000004 404.20786775113203 5.5000000000000009 3.5000000000000004 2.5000000000000004 1435.7680077048342 2.5000000000000004 1.5000000000000002 3.5000000000000004 4.5000000000000009 3.5000000000000004 19.500000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 7.5000000000000009 3.5000000000000004 3241.4713401430272 5.5000000000000009 2.5000000000000004 0.55086206896551737 1.5000000000000002 6.5000000000000009 0.89564428312159727 0.5270467836257311 3.5000000000000004 0.24695121951219515 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 15 7 23 9 17 20 21 13 12 39 -6 -9 38 -16 -2 19 -14 45 -4 -11 -1 25 -10 -19 28 -7 -18 37 32 -17 -29 -27 -28 -23 -13 -3 -12 -8 42 -36 -38 -42 46 -5 -26 -37 -48
right_child=2 3 6 8 10 27 40 14 24 22 11 30 18 -15 16 31 29 26 -20 -21 -22 36 -24 -25 47 34 35 33 -30 -31 -32 -33 -34 -35 41 48 43 -39 -40 -41 44 -43 -44 -45 -46 -47 49 -49 -50 -51
leaf_value=-0.0016108481912798251 0.0030173469975606102 -0.00034648003110608578 0.0035593427101897157 0.00014177077842321631 -0.00019777892858887427 -0.00088533710626529207 0.00027410702479805315 0.0010734422014633156 -0.00093161065009457564 0.0022811458922609926 -0.0001579092506043177 0.0010047948943978271 0.0010766894281241321 0.00093643603542536242 0.0012965036187028494 -0.0010683846677161611 0.0024001441338015262 0.00013710688127466637 0.0018271231601800439 7.3146710826327616e-05 0.00059105959768601701 0.0015022346589777238 0.0032017949885121675 -0.0011673855501359394 0.00078141052765400411 0.00014219924181895741 0.00062254802286928514 -0.00097714056627908833 -0.00050747034754724206 0.0012886414251676928 0.00049808498432572692 -5.643174815790467e-05 -0.00052898670907283577 -0.00019998567639848547 -0.001029935513319124 0.00072318663006169792 0.0017713316920482535 0.0019891883274097319 -8.7171299173031844e-06 0.0017132639661732747 0.0011083083492959731 -4.9128638096122911e-05 2.9276872504334565e-05 0.0025444852430375523 0.0019399646601275617 -1.5351634844421309e-06 0.00053058931989790822 -0.00011992839194669536 0.0012015808167421546 0.0015349725586735682
leaf_weight=6567 242 18175 360 9457 5456 11709 662 9970 2198 4068 4517 2602 2487 1416 4950 3737 2601 2063 872 2538 8484 4610 1767 25332 1706 6252 9245 21157 17413 980 2031 2915 15364 1471 3547 4646 2986 1157 10537 224 2939 6371 3334 1931 1543 11777 3974 1513 7045 733
leaf_count=6567 242 18175 360 9457 5456 11709 662 9970 2198 4068 4517 2602 2487 1416 4950 3737 2601 2063 872 2538 8484 4610 1767 25332 1706 6252 9245 21157 17413 980 2031 2915 15364 1471 3547 4646 2986 1157 10537 224 2939 6371 3334 1931 1543 11777 3974 1513 7045 733
internal_value=0 -0.000481612 0.00108604 -0.000117905 0.000822864 -0.000960217 0.00190639 0.00103539 9.59678e-05 0.00212101 0.000442129 0.000612046 0.00038796 3.59301e-05 0.00133104 -0.000368111 0.00163209 0.000800033 0.000755744 0.000569825 0.000278022 0.00186197 0.00255994 -0.00125868 -0.000155515 -0.000231648 0.000776702 -0.000776242 -0.000659398 0.00209596 0.00102376 -0.000557976 -0.000634517 -0.000926619 -0.000152766 0.000839727 0.00179783 0.00130779 -0.000222525 -6.95012e-05 0.00125042 -0.000291924 -0.000516723 0.00207496 0.00139462 0.000175643 0.000322961 0.000357762 0.00101147 0.000686997
internal_weight=0 193723 85908 110074 65042 83649 20866 41742 59346 15722 23300 16428 10638 6872 18501 50728 8531 23241 5897 5025 34425 9887 5835 31899 24921 21702 22999 51750 29122 3581 5790 22016 19101 22628 19504 20936 9527 3759 28712 4741 5144 13252 6881 4917 4482 25941 14164 3219 11691 4707
internal_count=279631 193723 85908 110074 65042 83649 20866 41742 59346 15722 23300 16428 10638 6872 18501 50728 8531 23241 5897 5025 34425 9887 5835 31899 24921 21702 22999 51750 29122 3581 5790 22016 19101 22628 19504 20936 9527 3759 28712 4741 5144 13252 6881 4917 4482 25941 14164 3219 11691 4707
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 1 0 0 3 10 9 12 9 4 0 1 10 12 6 3 6 5 9 10 12 9 4 2 4 4 1 4 10 6 10 10 4 5 9 3 1 12 3 9 6 9 1 9 10 3
split_gain=52.923 11.9068 7.13015 2.63699 1.71359 1.2399 1.16539 0.967617 0.964107 0.616069 0.771314 0.596218 0.569507 0.564075 0.532915 0.498235 0.490967 0.489214 0.463554 0.457733 0.419162 0.456559 0.433771 0.46314 0.397814 0.327839 0.312739 0.299445 0.297387 0.285552 0.338743 0.277493 0.275512 0.270311 0.268147 0.252292 0.248581 0.278678 0.263675 0.245751 0.244238 0.239339 0.234688 0.228366 0.227752 0.202689 0.258979 0.200338 0.198082 0.196899
threshold=721.40394354093883 942.80558483579864 545.75918350266704 1173.0767376433671 2157.1361945500553 2818.3175397299569 631.82903166651715 453.77119419176705 14.500000000000002 0.26393188854489169 2.5000000000000004 2.5000000000000004 1.5000000000000002 5.5000000000000009 1364.7041533538422 940.61843036718403 0.55718954248366026 5.5000000000000009 1.5000000000000002 25.500000000000004 2.5000000000000004 13.500000000000002 2.5000000000000004 0.74133811230585434 2.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 1357.6621260085051 3.5000000000000004 0.38956639566395673 1.0000000180025095e-35 0.95553359683794481 0.71240601503759404 2.5000000000000004 3.5000000000000004 1.5000000000000002 13.500000000000002 1878.9294241168266 4.5000000000000009 28.500000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 2969.5094685919271 2.5000000000000004 0.47673160173160178 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 8 13 24 27 15 10 -6 44 31 36 17 -2 47 39 34 -20 22 -22 23 -7 -4 -15 -17 35 -29 -9 43 -10 -27 -32 -11 -1 -3 40 -39 -5 -38 -24 -25 -31 -8 46 -12 -14 -40 -34
right_child=1 3 6 14 9 20 11 29 12 18 45 -13 16 25 -16 26 -18 -19 19 -21 21 -23 41 42 -26 32 -28 28 -30 30 33 -33 49 -35 -36 -37 37 38 48 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00056623286395359937 0.0039216799598017875 0.00055958293673531311 -0.00041331902144357195 0.0036758510880645192 -0.00071731896194349208 0.000247999143462308 6.2319705709947034e-05 -0.0010721218388436114 0.00024717166537498235 0.00043356706285690901 0.00015204185271146031 -0.00038364474450236599 0.00069976341619512638 0.0014194163087019906 0.0027888257007354831 0.00014379515046636268 0.0016079698372006325 0.0011511374327850578 -0.00026818654410009902 0.00057105865432916186 0.00023492363831818471 0.0033695255349933482 0.0019883047527099219 0.00080331864976973901 -0.000737727611004393 0.0016096894390390964 0.00050839706101272997 -0.001634931142244821 -0.0011311541302561989 -0.00075472338142833033 -0.0011456559551434097 0.00076874325532614403 0.0020971662916403708 -0.00073503997627142183 0.001344927722968185 -0.0012128804281983433 0.0028500141534429074 0.0012476900333914451 0.0015777425497794679 0.0020483507231964884 0.001038916982763198 0.0010360288374070138 0.0020004123661073038 -0.00032267928434601503 -0.000275478194780847 0.00049208767387885148 -0.00063049089471139443 0.0013051306603672121 0.0025672681035340725 0.0031110248473709616
leaf_weight=1970 99 1350 34529 240 4145 2517 22722 13076 3796 9744 4148 17127 4929 5037 2228 9584 3334 1664 5157 2372 3634 120 1272 944 13011 2335 15224 7857 4671 9065 8308 7770 1781 7744 880 6437 191 2697 1191 6915 7335 1371 723 4616 6394 2533 1419 1891 879 655
leaf_count=1970 99 1350 34529 240 4145 2517 22722 13076 3796 9744 4148 17127 4929 5037 2228 9584 3334 1664 5157 2372 3634 120 1272 944 13011 2335 15224 7857 4671 9065 8308 7770 1781 7744 880 6437 191 2697 1191 6915 7335 1371 723 4616 6394 2533 1419 1891 879 655
internal_value=0 0.00078129 -0.000605601 0.00142669 0.000403565 0.00120882 -0.00032827 -0.00101362 0.000593985 0.000111484 -0.000162583 -0.000149559 0.000837454 0.00141154 0.0020979 0.000381668 0.00111071 0.00192335 0.000296355 -3.78362e-06 0.000759514 0.000335124 0.000992876 0.00067611 -0.000502105 0.00170075 0.000367542 -0.00129219 -0.0014471 -0.000877394 -0.000791757 0.000597562 0.00199778 -0.000947562 0.000509056 -0.00106135 0.00120362 0.00127435 0.00157347 0.00210294 0.00108488 0.00149433 0.00132251 -0.000608951 -1.18622e-05 0.000121291 -4.74218e-05 0.000867615 0.00199793 0.00236978
internal_weight=0 122104 157527 45079 77025 34032 93783 63744 46627 30398 12245 46243 21720 23451 11047 24907 10154 8819 18153 7529 10581 3754 6827 4184 47540 9808 24808 20935 12528 42809 29733 11566 4771 16052 10624 8407 13643 12293 4767 7155 7526 2643 1667 13681 29116 8100 5567 6820 2070 2436
internal_count=279631 122104 157527 45079 77025 34032 93783 63744 46627 30398 12245 46243 21720 23451 11047 24907 10154 8819 18153 7529 10581 3754 6827 4184 47540 9808 24808 20935 12528 42809 29733 11566 4771 16052 10624 8407 13643 12293 4767 7155 7526 2643 1667 13681 29116 8100 5567 6820 2070 2436
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 0 1 0 3 4 5 12 1 9 3 4 0 3 8 12 10 9 10 4 9 10 4 4 4 10 0 4 1 9 5 6 6 10 9 5 6 5 4 1 4 9 10 6 9 10
split_gain=47.836 9.28277 7.69463 1.81646 1.61294 1.31565 1.20839 1.09356 0.926867 0.666081 0.566278 0.512001 0.4777 0.43524 0.427429 0.412599 0.40071 0.399089 0.386464 0.378899 0.375119 0.365725 0.414039 0.346289 0.344205 0.319678 0.319446 0.315689 0.297908 0.295312 0.293645 0.293254 0.31258 0.282479 0.277177 0.275888 0.27174 0.26318 0.251555 0.248387 0.242506 0.240564 0.255423 0.238647 0.268233 0.237781 0.657217 0.229486 0.221351 0.219673
threshold=745.01798143964209 983.43194644661196 559.80756794594708 1203.0768547389173 2228.9969941234554 660.36986188195544 2936.4214567341296 459.74851606742703 15.500000000000002 6.5000000000000009 6.5000000000000009 2.5000000000000004 1670.9124033635953 1.5000000000000002 9.5000000000000018 5.5000000000000009 1433.692583700579 19.500000000000004 3.5000000000000004 6.5000000000000009 0.3133928571428572 3.5000000000000004 0.25265957446808512 3.5000000000000004 1.5000000000000002 0.19756097560975613 5.5000000000000009 3.5000000000000004 2.5000000000000004 0.96609195402298864 355.87763915758541 2.5000000000000004 1374.6241145052952 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.43050193050193059 2.5000000000000004 2.5000000000000004 1.5000000000000002 12.500000000000002 9.5000000000000018 1200.5930205483244 4.5000000000000009 2.5000000000000004 0.5270467836257311 1.0000000180025095e-35 1.5000000000000002 0.93844696969696983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 8 12 17 30 14 10 23 40 27 -10 -2 28 19 43 -12 49 -15 22 -8 -6 -19 33 34 -4 -16 -20 -1 -9 48 -11 45 -25 -34 -26 41 -27 -7 42 -24 -3 -45 46 -14 -22 -33 -5
right_child=1 3 5 16 9 11 21 31 13 25 18 -13 26 20 15 -17 -18 24 29 -21 47 -23 38 35 37 39 -28 -29 -30 -31 -32 32 36 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.0020084927517226036 0.0032631146803619284 0.002819879046572478 -0.00038712266064225048 0.0023642421004968052 -0.00088081203558466588 0.00019743944769520143 5.5978211988239529e-05 -0.00097869389577218959 0.00072693792021029195 -0.00016774682756749888 0.0013763623479542536 -0.00024628824628164357 -0.0013637554289319337 0.00085219845127070286 -1.4826454825901624e-05 0.00093621393406016448 0.0029744005988846371 0.001464518006467257 2.0114517914388152e-05 0.00097222725202518305 0.0019780638616902404 0.0019262242335580503 0.00037093937515623576 0.00033349342241609622 0.0017373334057675896 0.00026693800335477591 -0.00029283672753008938 -5.1676453092909049e-05 0.00047712670710486395 0.0037472728572108534 -0.0011681223327065476 -0.00068301496667587858 -0.0010411689107725688 0.00080456394161462189 -0.00016204338377022928 -0.0002285596577057944 -0.00065421499627311898 0.0026244400448273073 0.0014924956394575025 0.00079811812407013264 -0.00016671744971759642 0.0029435116468306188 0.0012697582878851996 0.0008569181424003474 0.0014038558545548783 -0.00055149015288501809 -0.0004392473401408522 0.0012427849024418171 -0.00028942221239513664 0.0018006010877374438
leaf_weight=1091 139 247 20432 3434 1521 19351 2109 14395 9269 3006 1048 16532 4354 3612 3613 4285 1105 4652 1576 868 1779 606 2815 2996 1905 3444 7323 10680 20756 55 22018 10299 9223 994 2176 8049 8930 1490 1287 6097 5986 115 1099 3132 7886 6830 3442 2630 5469 3481
leaf_count=1091 139 247 20432 3434 1521 19351 2109 14395 9269 3006 1048 16532 4354 3612 3613 4285 1105 4652 1576 868 1779 606 2815 2996 1905 3444 7323 10680 20756 55 22018 10299 9223 994 2176 8049 8930 1490 1287 6097 5986 115 1099 3132 7886 6830 3442 2630 5469 3481
internal_value=0 0.000805448 -0.000530972 0.00146244 0.000487511 -0.000241221 0.0012606 -0.000924905 0.000670932 0.000193877 -3.27988e-05 -2.98301e-05 -0.000401452 0.000960302 0.000497167 0.000483749 0.00208341 0.00147495 0.000627185 0.00195691 0.00122998 0.000745157 0.000648763 -0.000173504 0.00174388 0.000449077 -0.000568431 -0.000271972 0.000404189 0.0001458 -0.0012078 -0.000789601 -0.000709356 7.38724e-05 -0.000688547 -7.61005e-05 -0.000850815 0.00212667 0.000883936 0.000606379 0.000111405 0.000689541 0.000623316 0.00128284 0.00124838 -0.000766878 -0.000955577 0.00153946 -0.000546501 0.00208051
internal_weight=0 111100 168531 36231 74869 97106 27343 71425 46083 28786 15245 41869 55237 17290 28793 28654 8888 19312 2679 7783 8021 8031 7425 12566 8047 13541 24125 31112 24369 1631 23109 48316 33921 4000 16802 11045 18153 3395 5316 9541 25337 4029 3914 11265 11018 14626 7796 4409 15768 6915
internal_count=279631 111100 168531 36231 74869 97106 27343 71425 46083 28786 15245 41869 55237 17290 28793 28654 8888 19312 2679 7783 8021 8031 7425 12566 8047 13541 24125 31112 24369 1631 23109 48316 33921 4000 16802 11045 18153 3395 5316 9541 25337 4029 3914 11265 11018 14626 7796 4409 15768 6915
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 1 3 2 3 5 6 4 5 4 2 3 4 9 10 9 10 9 10 4 1 10 8 1 3 1 4 4 4 5 10 6 9 10 6 10 9 10 10 4 5 5 2 9 9 6
split_gain=43.3211 10.2749 5.2659 2.16103 1.54034 1.17343 1.0061 0.838352 0.790711 0.607592 0.584362 0.53077 0.527559 0.525046 0.520374 0.616353 0.497307 0.463895 0.505247 0.420824 0.417013 0.408168 0.693852 0.407014 0.371657 0.360283 0.344961 0.340137 0.316576 0.31613 0.312959 0.306709 0.287718 0.277831 0.276378 0.266984 0.263524 0.385257 0.261394 0.260727 0.370445 0.676749 0.300493 0.260529 0.256682 0.256568 0.248588 0.261236 0.242839 0.242665
threshold=812.90213645256711 615.8082962219371 1095.150540518749 515.84662348012159 2423.1344677252664 1841.8756835017055 17.500000000000004 2.5000000000000004 12.500000000000002 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 11.500000000000002 6.5000000000000009 2.5000000000000004 11.500000000000002 6.5000000000000009 1.5000000000000002 0.39339826839826847 1.5000000000000002 0.71240601503759404 2.5000000000000004 0.5270467836257311 5.5000000000000009 1091.0842915220094 0.39339826839826847 2.5000000000000004 1540.7638108329954 24.500000000000004 1379.8125525987941 2.5000000000000004 3.5000000000000004 2.5000000000000004 8.5000000000000018 0.88303693570451447 2.5000000000000004 3.5000000000000004 0.32071428571428579 1.5000000000000002 0.93218390804597717 2.5000000000000004 0.45080645161290328 0.52440476190476204 3.5000000000000004 5.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 14 6 8 23 13 34 11 44 21 16 29 20 -16 -12 32 -19 -8 -1 22 -7 24 -2 -21 -11 31 -15 -4 -26 48 -10 -28 -3 45 37 46 -27 40 41 -29 49 -31 -6 -9 47 -18 -5 -42
right_child=2 5 7 27 10 9 19 35 17 26 12 -13 -14 28 15 -17 36 18 -20 25 -22 -23 -24 -25 30 38 33 39 -30 43 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00049148819310921633 0.0025612711471665766 9.2785506671287567e-05 0.003150041139120657 -0.00067803330412543857 0.00071687833060667789 -0.0011341768698163925 0.0010354629067348246 0.001092381548560646 -0.00030434247203053481 0.00027834854494393626 -6.3349381077015666e-05 -1.5969354603114185e-05 0.0020810889613640032 0.0020638013356771377 -0.0014357689746000944 -0.0009339949907842158 -0.00024053375117833885 0.00027324758169717291 0.000957414420078189 0.0012200376227637128 -0.00095878754857583516 -0.00027252692338581696 -0.00028927754698950317 0.0010843673769162466 0.00010725791057678035 0.0023397291291908269 -0.00032164539568251823 -0.0012605987359848507 0.0029831729969403771 0.00087987278825062869 0.0006985517876491313 -0.0001710356804213686 0.00026000810565937545 0.00090075345187400784 -0.00021302725734805375 0.00067407531784936803 0.0011407061390512753 0.00062605538194943468 0.0012768806650556421 8.6189060042098203e-05 -0.00056371444189517669 -0.00048840419617633853 -0.0012244382632270292 0.0016920606449814535 0.0016193882730189645 0.0021666339977187837 -0.00075866198545846667 0.00077828715571517828 -0.00034289900790741368 -2.90745118813973e-06
leaf_weight=6648 252 15945 334 11774 3569 5223 7083 1695 2884 7067 7574 7333 400 4212 10938 13894 1426 6072 4857 2840 16938 8867 4544 7225 2531 1936 5981 6302 1204 1143 19317 8569 10412 504 13767 2028 1280 5735 825 1068 7244 5161 1295 7252 1011 827 897 1126 9993 2629
leaf_count=6648 252 15945 334 11774 3569 5223 7083 1695 2884 7067 7574 7333 400 4212 10938 13894 1426 6072 4857 2840 16938 8867 4544 7225 2531 1936 5981 6302 1204 1143 19317 8569 10412 504 13767 2028 1280 5735 825 1068 7244 5161 1295 7252 1011 827 897 1126 9993 2629
internal_value=0 -0.000406836 0.000951994 -0.000752675 0.000739375 -2.77035e-05 0.000919508 0.00169155 0.000123951 -0.000234686 0.000410623 -0.000376319 0.000285063 0.00188145 -0.000995265 -0.00115502 0.000245235 0.000335967 0.000577301 0.00129157 -0.000827074 -0.000518127 -0.000741096 0.000758581 0.000652074 0.00161543 3.66963e-05 -0.000535303 0.00226818 0.0016415 0.000630053 -0.000424425 0.000137596 -0.000226643 -4.89123e-05 0.00110119 0.000468593 0.000374919 0.00202214 -0.000677233 -0.00071326 -0.000912933 -0.000508313 0.00158148 0.000916101 0.00144464 -4.26702e-05 0.000208993 -0.000524177 -0.000414382
internal_weight=0 195909 83722 102453 65027 93456 42009 18695 53937 39519 23018 25967 18438 14145 48418 24832 18038 24225 10929 12684 23586 18634 9767 29325 22100 5601 13552 54035 5416 8729 21848 30336 13296 6485 29712 4550 10464 9184 2761 23699 22631 11463 11168 8395 4580 2522 3449 2552 21767 9873
internal_count=279631 195909 83722 102453 65027 93456 42009 18695 53937 39519 23018 25967 18438 14145 48418 24832 18038 24225 10929 12684 23586 18634 9767 29325 22100 5601 13552 54035 5416 8729 21848 30336 13296 6485 29712 4550 10464 9184 2761 23699 22631 11463 11168 8395 4580 2522 3449 2552 21767 9873
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 12 0 3 0 6 5 4 1 0 9 12 10 2 6 12 6 3 4 4 5 4 4 1 6 8 9 10 9 1 9 3 9 4 9 10 9 10 4 1 5 9 6 6 0 3
split_gain=39.1219 8.96447 5.20057 2.07122 1.22183 1.05882 1.03475 0.683418 0.553933 0.518861 0.514531 0.616838 0.508845 0.468577 0.45602 0.408673 0.407094 0.387949 0.380583 0.321887 0.312068 0.294077 0.276665 0.276465 0.267946 0.259295 0.253704 0.266595 0.246049 0.245802 0.235241 0.319874 0.344133 0.378801 0.219379 0.219273 0.214056 0.209106 0.20633 0.556481 0.205529 0.221984 0.203995 0.186679 0.245934 0.245592 0.186312 0.186097 0.176706 0.168462
threshold=719.33492945964201 933.44303385326884 529.02724129296462 1159.2799263297591 2147.5229878825721 4.5000000000000009 619.83368848391717 14.500000000000002 423.23027064256206 1.5000000000000002 8.5000000000000018 4.5000000000000009 1848.9026265255354 1364.7041533538422 1.5000000000000002 5.5000000000000009 0.35067567567567576 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 17.500000000000004 2.5000000000000004 5.5000000000000009 2.5000000000000004 4.5000000000000009 2.5000000000000004 1262.5852040579243 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.26138716356107666 1.5000000000000002 2790.319728588885 2.5000000000000004 13.500000000000002 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.59761904761904772 1.5000000000000002 0.22792207792207794 2.5000000000000004 2790.319728588885 12.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 355.87763915758541 43.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 7 9 19 17 48 21 11 -6 22 15 37 35 34 -2 -13 42 -7 -3 -8 38 -20 -19 -10 36 -29 -26 31 -23 -33 -34 -16 -5 -28 -9 39 46 -24 -42 -4 -11 45 -45 -14 -18 -1 -22
right_child=1 3 6 13 10 20 12 14 26 43 -12 18 23 -15 16 -17 47 25 24 -21 49 30 40 -25 29 -27 27 28 -30 -31 -32 32 33 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.0018383272833577017 0.0035434351613124215 0.0010391248621451326 -0.00060001077592467087 0.0032150824517515279 -0.00043732617510513339 0.00074448601205521331 -0.00027395086320644086 0.00017940167603104908 -0.0010124425441757005 0.001051550430903881 0.0011162108661959896 0.00048751306403132166 -0.00059080096125333327 0.0024250991011611966 0.00039055400183056759 0.00094656412384849092 0.0016288265083957297 0.00019883357960515815 -0.00021606893706687552 -0.00069269619175093579 4.3904546441186454e-05 0.0006714177425790036 -7.0803227760552192e-05 -0.00012924140629634953 0.00054816468852028621 0.00054131074828826678 -0.00072608009048424687 -0.001069102434304904 -0.00068155572646586785 2.6486285563867725e-05 0.0020111111061495838 0.0012378378230580543 0.0022163933579294483 0.00090909451906193985 0.0011431595816126133 0.0017280246159798722 -0.000298557616438844 0.00064345718766619297 -0.00027511413699531491 -0.00014300501669150783 -3.3341056297104333e-05 0.00044211945779526989 -0.00033160737870153268 0.00025195536209392228 0.0025604727512090557 0.0010867644996157011 -0.0013097641260751017 0.0010072145343799281 -0.0011677291121860243 0.0029428403707011147
leaf_weight=1091 93 5569 9545 256 5468 4960 7848 3647 14065 6620 1157 6224 1385 2228 3145 1824 2143 17310 6693 12705 2887 1347 11582 9348 3274 8119 9235 8867 7611 7276 1781 4760 2394 721 1399 7831 4287 7260 6108 2855 4295 5730 27403 2536 157 1350 2579 2748 9864 51
leaf_count=1091 93 5569 9545 256 5468 4960 7848 3647 14065 6620 1157 6224 1385 2228 3145 1824 2143 17310 6693 12705 2887 1347 11582 9348 3274 8119 9235 8867 7611 7276 1781 4760 2394 721 1399 7831 4287 7260 6108 2855 4295 5730 27403 2536 157 1350 2579 2748 9864 51
internal_value=0 0.000666278 -0.000524952 0.00120685 0.000329845 0.00101231 -0.000312554 0.000492282 -0.000916329 0.00116013 8.22708e-05 4.09275e-05 -0.000156057 0.0017699 0.000708473 0.00162262 0.000963007 0.000319969 0.000152364 -0.000475598 0.000502594 0.00133519 -1.96865e-05 -0.000336385 3.13899e-05 0.00030818 -0.000837225 -0.000755077 -0.000890099 0.00018838 0.00148503 0.00138343 0.00150522 0.00191381 0.000622265 0.0017751 -0.000590539 0.00048829 -0.000486178 -0.000675234 7.26663e-05 0.000238418 -0.000400946 0.000888057 0.000620352 0.000541969 -0.00105856 0.00127957 -0.00123451 9.42264e-05
internal_weight=0 123228 156403 47272 75956 35133 101383 45864 55020 27235 30092 28935 51730 12139 20342 9911 9435 25522 23467 49653 7898 16572 29455 22275 17243 25429 44065 30000 16478 10550 11003 9222 7875 3115 4544 8087 13522 10907 12927 6819 21607 10025 36948 10663 4043 3886 3964 4891 10955 2938
internal_count=279631 123228 156403 47272 75956 35133 101383 45864 55020 27235 30092 28935 51730 12139 20342 9911 9435 25522 23467 49653 7898 16572 29455 22275 17243 25429 44065 30000 16478 10550 11003 9222 7875 3115 4544 8087 13522 10907 12927 6819 21607 10025 36948 10663 4043 3886 3964 4891 10955 2938
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 0 2 0 12 4 6 1 6 6 6 6 10 10 4 0 10 9 10 10 9 9 2 4 9 10 10 1 4 4 5 9 10 10 9 10 9 10 10 4 0 1 1 3 5 0
split_gain=35.4069 8.13744 4.52927 1.43536 1.20631 1.13631 0.851391 0.769812 0.658145 0.611037 0.574036 0.469946 0.38538 0.347627 0.328642 0.32016 0.309167 0.314817 0.300108 0.286143 0.282843 0.325178 0.486414 0.270767 0.321841 0.267916 0.394714 0.265932 0.259187 0.289759 0.254223 0.250561 0.275597 0.274334 0.248945 0.237419 0.417021 0.250629 0.23094 0.219045 0.215167 0.218672 0.290701 0.214138 0.212622 0.200829 0.231767 0.196253 0.19234 0.19006
threshold=806.96991629943716 582.00200697471212 1061.8284994139024 685.91664402168703 3.5000000000000004 481.22977250753871 2.5000000000000004 911.950011882387 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1737.860153578647 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.93844696969696983 0.27842377260981915 1.5000000000000002 381.95844621414966 0.88303693570451447 2.5000000000000004 0.53033088235294124 0.30151515151515157 2.5000000000000004 3.5000000000000004 3.5000000000000004 11.500000000000002 1.5000000000000002 0.22792207792207794 0.077935222672064791 1435.7680077048342 4.5000000000000009 3.5000000000000004 4.5000000000000009 2.5000000000000004 0.41277890466531447 0.3816526610644258 1.5000000000000002 0.63245614035087727 2.5000000000000004 0.33012820512820518 0.92450142450142458 2.5000000000000004 880.4064522592422 1487.7388556757253 1619.7821490198942 27.500000000000004 6.5000000000000009 891.78880821500877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 11 7 19 9 12 14 16 44 18 -2 -10 -5 40 17 -4 -3 -1 21 22 -13 25 27 26 -8 48 -20 -30 -12 33 35 38 45 36 -33 -37 -7 -23 41 -9 -43 -21 -6 -19 -47 -15 -25 -32
right_child=2 3 6 8 10 31 23 15 13 -11 30 20 -14 47 -16 -17 -18 34 28 43 -22 39 -24 24 -26 -27 -28 -29 29 -31 49 32 -34 -35 -36 37 -38 -39 -40 -41 -42 42 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.0014216804141297086 0.00072548833950479607 -0.00067501715530442164 0.0013000708390342502 0.00034283775628707498 0.00031869178017463818 -0.00073327967286201576 0.00052482724507061523 0.00059249285439007271 9.7257471287633492e-05 0.002265437314947852 -0.00038899951070122882 -0.00095547901291225467 0.00028567164671530645 -0.00035339827146896416 -3.1329687725350041e-05 0.00075467645504964003 0.0012483524936849968 0.0029153681047657388 -0.00023727080626996478 -0.0011223743364027867 0.00010864796476484518 -0.00025940551776321781 -0.00024112925677128463 0.00035406194005835459 0.0021014028574536997 0.0022565417198994612 -0.0017374916938851957 0.00188638757298302 -0.00018887604222309808 0.00027110165372078881 -6.6165096885424258e-05 -0.0014170616732194631 -0.00050078273745803546 -0.00023467165367769291 0.0026617853218160376 -0.00047421458568230922 -0.0006807057427520274 -0.0012281377665186981 -0.00040638283859556479 -0.0012158724463593507 0.0016776173033274746 0.00158635993049949 0.00096204901129979799 -0.00083279193595947858 0.00085365292305909139 -0.0035940415891153477 0.0016770236356598871 0.00033552479594151367 0.0012303235212466862 0.00036606472211679608
leaf_weight=3304 15936 2441 2810 22551 2978 12496 1466 1810 10965 3018 2114 6501 7245 11187 7933 7057 7099 344 15662 9621 2188 11325 3762 1512 730 180 222 599 6328 7460 3986 3849 8463 7108 1021 5065 3842 1409 9518 632 1842 3028 4853 18974 4936 21 3005 1139 1069 7027
leaf_count=3304 15936 2441 2810 22551 2978 12496 1466 1810 10965 3018 2114 6501 7245 11187 7933 7057 7099 344 15662 9621 2188 11325 3762 1512 730 180 222 599 6328 7460 3986 3849 8463 7108 1021 5065 3842 1409 9518 632 1842 3028 4853 18974 4936 21 3005 1139 1069 7027
internal_value=0 -0.000374669 0.00084488 -9.21734e-05 0.000624732 -0.000746405 0.0014436 0.000780248 9.25694e-05 0.00161895 0.000316 -0.000268634 0.000588028 -0.000107547 0.000245466 0.00101994 0.0014825 0.00171334 -0.000142255 -0.000981128 -0.000433758 -0.000487169 -0.000693627 0.00091803 0.00115461 0.000422832 0.000227295 0.000937265 -9.80959e-05 5.9995e-05 0.000113221 -0.000601721 -0.000726534 -0.000504741 0.00197781 -0.000861411 -0.00104922 -0.000638298 -0.000591942 -0.000309961 0.00118225 0.0010881 0.00120192 -0.000930224 0.00065235 0.00177058 0.00164044 -0.000289737 0.000716992 0.000209625
internal_weight=0 193723 85908 110074 62812 83649 23096 41771 53775 17318 21041 56299 23181 23291 30484 18590 14300 7201 31891 31899 24408 22220 10263 5778 3910 1868 1688 3180 29450 13788 13127 51750 22628 29122 4391 14165 7691 6474 22014 11957 11533 9691 7881 28595 7914 3370 3026 12326 2581 11013
internal_count=279631 193723 85908 110074 62812 83649 23096 41771 53775 17318 21041 56299 23181 23291 30484 18590 14300 7201 31891 31899 24408 22220 10263 5778 3910 1868 1688 3180 29450 13788 13127 51750 22628 29122 4391 14165 7691 6474 22014 11957 11533 9691 7881 28595 7914 3370 3026 12326 2581 11013
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 1 0 2 3 6 5 4 2 3 4 9 10 3 10 6 8 4 9 10 12 9 6 0 1 3 9 2 9 4 5 4 1 4 10 4 5 4 9 10 10 4 9 1 4 3
split_gain=31.9744 7.57253 3.94087 1.65089 1.17105 0.887859 0.822697 0.646237 0.619779 0.574171 0.51452 0.550081 0.449191 0.551686 0.43188 0.40136 0.449028 0.390454 0.359636 0.349484 0.308975 0.294207 0.29111 0.701926 0.282875 0.266542 0.266192 0.258719 0.257013 0.248073 0.24346 0.285087 0.292487 0.268682 0.238128 0.234884 0.232045 0.237649 0.21937 0.204328 0.194591 0.194322 0.186034 0.189034 0.286687 0.183305 0.180722 0.174524 0.173958 0.171579
threshold=812.90213645256711 617.77985025136707 1095.150540518749 524.6149202379321 3.5000000000000004 1848.9026265255354 933.44303385326884 2.5000000000000004 12.500000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 2.5000000000000004 11.500000000000002 5.5000000000000009 1.5000000000000002 0.46247654784240161 21.500000000000004 0.71240601503759404 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 2.5000000000000004 0.57979626485568769 2.5000000000000004 1.5000000000000002 1.5000000000000002 895.46853471908219 1390.6758529546753 43.500000000000007 2.5000000000000004 3.5000000000000004 3.5000000000000004 10.500000000000002 7.5000000000000009 2.5000000000000004 1228.6570092455443 4.5000000000000009 0.32071428571428579 2.5000000000000004 12.500000000000002 4.5000000000000009 2.5000000000000004 0.3133928571428572 0.93218390804597717 1.5000000000000002 1.5000000000000002 2818.3175397299569 3.5000000000000004 32.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 6 8 19 14 36 27 11 -7 18 48 28 35 -17 -16 -1 -2 34 22 23 -13 45 47 42 -6 -4 -11 33 49 38 -9 -12 -10 -3 46 -33 -20 -28 -15 43 -8 -45 -5 -38 -19 -14 -32
right_child=2 5 7 24 9 10 26 30 15 29 20 21 13 41 17 16 -18 25 39 -21 -22 -23 -24 -25 -26 -27 40 -29 -30 -31 31 32 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.00039664623433096816 0.00085899810390750297 0.0038614926320550999 0.0026521167240318938 -0.00080139364206336771 0.00025017870998482591 -0.0008576442385283188 0.00062600508666201145 0.00044362471458935058 -0.00028506560596498564 -4.6059074990004075e-05 0.00028100194891710561 -0.00087819671000733193 -0.0014018895623026638 -0.00090007327604770752 0.0014713302131916508 0.00027057903184386079 0.00092960876401986577 0.0016597985128456974 -0.0010047968969774345 0.00046775122141138952 -0.00024941978468107377 2.5121628239681051e-05 -0.00011243259303051151 -3.7762856183964867e-05 -0.00064264601282852229 0.0026167711855258013 0.0007754895969554475 0.00067796276202372282 0.0011991649680703966 0.0041148604411217898 0.0014936087209360504 -0.0023237761953529322 0.0038319898932240902 0.0013824612818314885 0.0014118594553036265 0.00022523185679286571 -0.00027310356423602695 0.00025352872872423524 0.0013481854677207374 -0.00066880984820824618 0.0030308955328025348 -0.00050469657758414003 0.0016935137689443357 0.0016113759103525906 0.00097446556503332383 -0.0003428038635777889 5.1537542739135565e-06 0.0026524638453248629 -0.00098402536789601847 0.0030000310796969793
leaf_weight=7421 8751 38 323 2321 5681 3786 1613 2403 2879 7214 4443 5652 7112 11555 3812 6728 4197 2324 7734 16413 2910 8720 8570 4433 12803 1864 6792 9354 5275 36 523 106 40 1116 520 10404 10334 5328 66 10906 97 4251 1653 2899 4524 35627 13404 547 3833 296
leaf_count=7421 8751 38 323 2321 5681 3786 1613 2403 2879 7214 4443 5652 7112 11555 3812 6728 4197 2324 7734 16413 2910 8720 8570 4433 12803 1864 6792 9354 5275 36 523 106 40 1116 520 10404 10334 5328 66 10906 97 4251 1653 2899 4524 35627 13404 547 3833 296
internal_value=0 -0.00034952 0.000817874 -0.000643061 0.00063394 -2.0322e-05 0.000787151 0.00145765 0.000112339 0.000340085 -0.000201508 -0.000292754 -0.000838758 -0.000982685 0.00162438 0.000299266 0.000523755 0.00184797 -0.000691019 0.000603811 0.00015964 -0.000214629 -0.000326696 -0.000508772 -0.000439418 0.0021512 0.00104961 0.000516324 0.001283 -2.5398e-05 0.000939333 0.00161504 -1.9153e-05 0.000741363 0.000399488 0.000114628 -4.3143e-05 -4.82478e-05 -0.000914768 -0.000808216 0.000807247 -0.000793737 0.00120582 0.0011166 0.00122321 -0.000370852 -0.000115982 0.00184893 -0.00125555 0.00203805
internal_weight=0 195909 83722 103563 65027 92346 42742 18695 53312 22285 39034 31161 52812 26751 14145 24208 10925 8547 26061 25164 7873 27375 18655 10085 50751 4735 17578 15035 5598 7250 4550 1031 212 3519 4963 13283 29104 29066 172 18640 6889 15806 10689 9036 7423 37948 23738 2871 10945 819
internal_count=279631 195909 83722 103563 65027 92346 42742 18695 53312 22285 39034 31161 52812 26751 14145 24208 10925 8547 26061 25164 7873 27375 18655 10085 50751 4735 17578 15035 5598 7250 4550 1031 212 3519 4963 13283 29104 29066 172 18640 6889 15806 10689 9036 7423 37948 23738 2871 10945 819
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=51
num_cat=0
split_feature=0 0 0 0 1 12 3 0 5 0 9 8 10 6 4 1 12 12 5 6 0 0 4 12 4 4 9 10 2 4 4 1 6 10 10 9 10 6 0 9 10 1 9 5 6 3 6 8 5 9
split_gain=28.9185 6.75039 3.78359 1.36514 1.04017 0.930411 0.686152 0.680676 0.538374 0.450948 0.428316 0.409627 0.400174 0.389322 0.369052 0.363424 0.349929 0.317568 0.311357 0.30032 0.276289 0.260585 0.25519 0.248738 0.235735 0.222928 0.219295 0.37977 0.329069 0.206814 0.198074 0.204931 0.216807 0.168951 0.24194 0.168177 0.18182 0.166319 0.164951 0.164324 0.164226 0.162894 0.202027 0.220726 0.166485 0.165786 0.158945 0.157594 0.156384 0.155699
threshold=716.99365021246228 957.12540010465557 533.27994185234706 1222.5833773881889 2147.5229878825721 4.5000000000000009 14.500000000000002 647.98630327695878 3.5000000000000004 434.74107119872707 1.5000000000000002 1.5000000000000002 0.55718954248366026 1.5000000000000002 5.5000000000000009 949.58237921163402 2.5000000000000004 2.5000000000000004 8.5000000000000018 1.5000000000000002 1433.692583700579 1086.8692189335923 4.5000000000000009 7.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.67054263565891481 3.5000000000000004 3.5000000000000004 2.5000000000000004 1296.6554433215954 1.0000000180025095e-35 0.92052631578947375 0.50490196078431382 1.5000000000000002 0.21132376395534294 1.0000000180025095e-35 355.87763915758541 1.5000000000000002 0.28759398496240607 2846.3956359091098 2.5000000000000004 12.500000000000002 5.5000000000000009 19.500000000000004 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 5 6 13 15 17 14 38 29 40 -12 21 -6 -2 -9 25 22 -7 23 -3 -13 -5 -17 -4 27 -16 -28 -8 -11 39 -33 34 49 -26 -37 -14 -1 -32 -10 45 43 -43 -44 -15 -24 -45 -36 -23
right_child=1 3 7 20 8 19 10 16 11 30 12 18 37 41 26 24 -18 -19 -20 -21 -22 33 46 -25 35 -27 28 -29 -30 -31 31 32 -34 -35 48 36 -38 -39 -40 -41 -42 42 44 47 -46 -47 -48 -49 -50 -51
leaf_value=-0.0016121328317576955 0.0031400815301194027 0.0011180019122737192 -0.00049056634935747557 0.001643217435972437 -0.00044866066138047857 0.00072413821141952591 0.00014883548824503565 3.0936741425125589e-05 0.00036134637454769773 -0.00085499116864215302 0.00066000012836154199 -0.00037256535145454981 0.0016814051792239952 0.00076450947588126747 -0.00046610379561321013 7.2098469193243109e-05 -0.00029459129420487463 -0.00054698718998336018 0.00091863495091120621 0.00010103581999554275 0.002417866997147528 0.0010714748508836307 0.00060376398531840033 0.00038177883914753221 0.0002092926032508968 -0.0002327190905495413 0.00056607826239416382 0.00032507241585856116 -0.0002249272879547438 0.00058193371665256029 -0.00060045072306518172 -0.00091695803184658293 -0.00054836341338697467 0.0012324230989797461 0.0022158934859526527 0.00023018131265801621 0.00071445031876550167 0.0010018900680059664 -0.00097240838644602852 -0.00022544781661731751 0.0010756485626900742 0.00023092979023674634 0.0013299841434349308 0.0044967618944960685 -0.0004786518592911509 0.0012602939623836025 8.6927208859368239e-05 0.0008628963305298905 0.0043491737699560933 0.0021123617294971898
leaf_weight=1091 110 10513 11085 6219 5364 5052 4052 22112 1337 13565 7588 2426 1588 3420 3819 10163 13174 17355 1228 3133 1105 1036 1962 417 7522 34385 3589 2516 2075 8621 9053 8531 7494 2160 998 3074 5246 2080 13189 4313 2021 2369 1093 52 144 3326 6152 70 94 550
leaf_count=1091 110 10513 11085 6219 5364 5052 4052 22112 1337 13565 7588 2426 1588 3420 3819 10163 13174 17355 1228 3133 1105 1036 1962 417 7522 34385 3589 2516 2075 8621 9053 8531 7494 2160 998 3074 5246 2080 13189 4313 2021 2369 1093 52 144 3326 6152 70 94 550
internal_value=0 0.000568472 -0.000454801 0.00108656 0.000306384 0.000950162 0.000449405 -0.000266329 8.60831e-05 -0.000777869 0.000642819 0.000304152 0.000867278 0.00109739 -0.000103891 0.000272182 -9.05989e-05 -0.000365029 0.00016516 0.000485631 0.00168584 0.00125775 7.73736e-05 0.00156395 0.000260051 -0.000295579 5.02344e-05 -0.000151881 0.000276294 0.000443457 -0.00069695 -0.000624009 -0.000744587 0.00156142 0.00182679 0.000380626 0.000535527 0.00129607 -0.00102128 -0.000479443 0.000791247 0.000862365 0.000597117 0.000337739 0.00111944 0.00100895 0.000211901 0.00241176 0.00239953 0.00143244
internal_weight=0 124284 155347 41751 82533 34010 50044 98111 32489 57236 23929 15126 11256 25825 17363 26115 35286 62825 11768 8185 7741 15351 10540 6636 26005 45470 11999 6335 5664 12673 42956 29391 16025 4838 2678 15842 8320 3668 14280 13366 3358 10474 3728 2491 1237 6746 8114 122 1092 1586
internal_count=279631 124284 155347 41751 82533 34010 50044 98111 32489 57236 23929 15126 11256 25825 17363 26115 35286 62825 11768 8185 7741 15351 10540 6636 26005 45470 11999 6335 5664 12673 42956 29391 16025 4838 2678 15842 8320 3668 14280 13366 3358 10474 3728 2491 1237 6746 8114 122 1092 1586
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=51
num_cat=0
split_feature=0 0 0 0 0 2 12 4 6 12 12 6 6 10 10 3 2 4 10 10 9 2 9 5 0 9 5 13 10 10 4 8 3 0 5 10 4 1 9 10 3 1 4 6 6 5 9 1 9 10
split_gain=26.1185 6.22091 3.23872 1.00343 0.952151 0.888036 0.825382 0.588081 0.567097 0.511749 0.414894 0.371729 0.332355 0.302938 0.331628 0.292066 0.287341 0.37452 0.283788 0.28357 0.331192 0.271246 0.336732 0.266629 0.258324 0.252189 0.235762 0.229223 0.22392 0.311758 0.210913 0.193233 0.192796 0.191678 0.187665 0.177494 0.17642 0.257567 0.191858 0.257151 0.173941 0.173491 0.179493 0.169606 0.169304 0.168306 0.159581 0.15786 0.20651 0.197316
threshold=812.90213645256711 594.28164584295212 1033.4556649327824 495.75665256698704 705.86497258682209 2.5000000000000004 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.93440860215053767 0.31643132220795894 15.500000000000002 2.5000000000000004 3.5000000000000004 0.6984848484848486 0.31643132220795894 2.5000000000000004 3.5000000000000004 3.5000000000000004 6.5000000000000009 947.46592333298213 2.5000000000000004 4.5000000000000009 0.47140522875816998 0.21132376395534294 0.90550595238095244 10.500000000000002 4.5000000000000009 28.500000000000004 880.4064522592422 12.500000000000002 0.63762626262626265 4.5000000000000009 1778.8898850546445 1.5000000000000002 0.22792207792207794 30.500000000000004 1413.8554805408253 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1.5000000000000002 2109.0364771460559 2.5000000000000004 0.6198686371100165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 16 10 7 12 13 33 11 36 28 15 14 -4 -2 18 43 -1 21 23 25 -23 30 44 -7 41 -5 -6 35 -21 34 47 -8 -25 -30 37 38 -3 -40 -14 -16 -43 -18 -10 -15 -9 -13 49 -49
right_child=2 4 5 27 9 19 8 46 24 -11 -12 32 40 45 26 -17 17 -19 -20 20 -22 22 -24 31 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 42 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00033967874266115154 0.00059254220207212568 -0.00024407554414123008 0.0010909136323389325 -0.0005571075333894365 3.9107131724954237e-05 5.8158987201755951e-05 0.0003777897436874292 0.0016971838028376617 0.00014630601832788784 -0.00018756962977675679 -0.00037092283267490178 0.00010172253014517972 0.00044216325369018792 0.00089494466279235849 0.0025869109181928386 0.0010346137306279429 -0.0013085344197702753 -0.00069658854688924943 -0.00078805420872760015 6.4627301697211026e-05 0.0017697734775029283 -0.0017098239115336863 0.0021181692825156858 0.0015742761938932514 0.00043882704375909003 0.0012007806987917237 0.002354193929739192 -0.00033915680701573426 0.00042288120111627289 0.00019170446744398047 0.0010839196422212398 0.00059600530522292445 0.0010192153328367009 0.00079008232045252877 0.0046038369215305221 0.00086409441065067127 6.5224512917641436e-05 -0.00052001839611123303 -0.00021212278497571868 0.00026070505863117291 0.0014219657316876144 0.00016574270252104644 0.0015221683771428039 -0.00092639134293473902 -0.00029909699577315485 0.0014118237187226053 0.0024234127365199299 -0.00099242288692008248 8.4505519745271145e-05 -0.00012064258669626667
leaf_weight=4819 5923 11244 3803 32759 6150 1284 4728 2007 10099 10672 20257 4226 8649 6400 350 10120 6148 8850 13183 1583 937 301 71 724 6521 774 1109 19096 6164 10280 747 603 390 6982 55 3617 12231 4269 5272 6326 478 264 3202 5502 2705 2089 1214 1472 1821 1161
leaf_count=4819 5923 11244 3803 32759 6150 1284 4728 2007 10099 10672 20257 4226 8649 6400 350 10120 6148 8850 13183 1583 937 301 71 724 6521 774 1109 19096 6164 10280 747 603 390 6982 55 3617 12231 4269 5272 6326 478 264 3202 5502 2705 2089 1214 1472 1821 1161
internal_value=0 -0.000315896 0.000739195 -0.000620421 -5.52103e-05 0.00118365 0.0005216 0.00135081 0.000349045 0.000115812 -0.000187075 0.00020758 0.000734362 0.00123481 0.00144165 0.000871403 -0.000813789 -0.000941789 -0.000668027 0.000701012 0.000929802 0.000263298 -0.000979212 0.000717772 0.000182669 0.000487891 0.00171248 -0.000476846 0.000303052 0.000383968 0.000391413 0.001268 -6.83191e-05 0.000623616 0.00178817 0.000586041 -9.2412e-05 -0.000163529 -9.69038e-05 4.57759e-05 0.000493478 0.00152598 0.00141885 -0.00112806 5.22092e-05 0.00102214 0.0019709 -0.000117183 -0.000324883 -0.000608018
internal_weight=0 195909 83722 90357 105552 27517 56205 20438 31035 45953 59599 35281 25170 17217 8728 16043 38502 20500 18002 7079 4649 2430 372 3712 19325 2058 4925 51855 26211 20061 2330 1382 9070 11710 779 9781 39342 27111 22842 11598 9127 3816 3466 11650 12804 8489 3221 8680 4454 2633
internal_count=279631 195909 83722 90357 105552 27517 56205 20438 31035 45953 59599 35281 25170 17217 8728 16043 38502 20500 18002 7079 4649 2430 372 3712 19325 2058 4925 51855 26211 20061 2330 1382 9070 11710 779 9781 39342 27111 22842 11598 9127 3816 3466 11650 12804 8489 3221 8680 4454 2633
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 12 0 1 6 4 4 0 9 10 6 0 9 6 4 6 10 10 9 0 3 2 10 0 4 12 5 4 1 6 1 6 5 1 9 6 3 4 1 0 8 10 10 9 5 8
split_gain=23.579 5.46034 3.18195 1.13995 0.91582 0.795011 0.626854 0.562892 0.560471 0.484606 0.482692 0.417445 0.383222 0.950556 0.355149 0.302118 0.300402 0.293538 0.279048 0.260365 0.247045 0.484576 0.290039 0.244294 0.237507 0.215129 0.198774 0.197391 0.190659 0.187102 0.181458 0.173581 0.179217 0.182008 0.164025 0.163512 0.16244 0.198437 0.219367 0.182273 0.159867 0.159475 0.159381 0.158499 0.156138 0.153229 0.152416 0.148721 0.14585 0.176657
threshold=719.33492945964201 961.9848145785071 539.63895718885544 1242.5784396434321 2.5000000000000004 4.5000000000000009 845.0925897907822 1613.7989820216142 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 444.5772474457321 2.5000000000000004 0.5270467836257311 1.5000000000000002 851.91169544844706 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.92052631578947375 0.6478537360890303 2.5000000000000004 869.07031931492213 11.500000000000002 3.5000000000000004 0.30151515151515157 1433.692583700579 5.5000000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 1329.7298398326343 1.0000000180025095e-35 2875.3264341504796 2.5000000000000004 13.500000000000002 2875.3264341504796 2.5000000000000004 5.5000000000000009 29.500000000000004 4.5000000000000009 1435.7680077048342 355.87763915758541 7.5000000000000009 0.31643132220795894 0.21913109756097562 1.5000000000000002 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 5 6 14 17 9 15 18 12 43 13 -9 20 -6 -11 28 -4 41 21 22 26 40 47 27 -3 -5 42 -12 -14 -13 -33 -34 -28 48 37 -16 -39 -40 45 -7 -2 -1 -38 -10 -18 -20 -8 -50
right_child=1 3 7 25 8 19 35 10 23 16 29 31 30 -15 36 -17 46 -19 24 -21 -22 -23 -24 -25 -26 -27 34 -29 -30 -31 -32 32 33 -35 -36 -37 44 38 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.0014804544587536746 0.0033285979223861423 0.00053449951946342455 -0.00061647355460064512 0.0014944589695940465 0.00017593550277047968 0.00020125500313884241 0.00072357169889894978 -0.0010281362894232098 -0.00041335618226699742 -7.9405490754173576e-05 0.00020316425562478987 -0.00075716391489037812 -0.0004517396497166835 -0.00022207274258919442 0.00092379757030621682 0.00061306360940618964 5.7964498238779257e-05 4.6596166782072107e-05 -0.00041180526494564556 9.454905312230387e-05 0.00093399019113348805 0.001969618921086806 0.0015880238459745986 0.00017232109306134253 4.2764200444165368e-05 -0.0014411394846633656 0.0013971829975844105 0.0022270029041269132 0.0006919970114331336 -0.00022887486041579092 -7.0817362906790742e-05 -0.00040597798223302557 -0.00081344081737070185 -0.00047619804055138213 0.00012821165346640803 0.00034378389354377495 0.0038314162684920509 0.00018482909725453175 0.0012400883856226055 -0.0007314463681392558 0.00039687460286229131 0.00083653814470970554 0.00031488064518478106 -0.00085816550843342907 0.00025661681769027685 -7.5248683873529185e-05 0.00050939055162526811 -0.00014895183254548045 0.0016240870896226404 0.00048752595970580055
leaf_weight=1091 44 2112 4240 5481 11041 1338 10479 8057 5575 12410 3264 13346 7274 6698 6835 6157 3237 7741 10023 3188 6519 2267 2177 8466 8385 58 1823 1105 4597 10790 5483 13539 8410 7631 296 2472 84 2364 1048 132 1176 3775 14892 16478 48 8400 4427 11620 1025 513
leaf_count=1091 44 2112 4240 5481 11041 1338 10479 8057 5575 12410 3264 13346 7274 6698 6835 6157 3237 7741 10023 3188 6519 2267 2177 8466 8385 58 1823 1105 4597 10790 5483 13539 8410 7631 296 2472 84 2364 1048 132 1176 3775 14892 16478 48 8400 4427 11620 1025 513
internal_value=0 0.000517258 -0.000407542 0.000991639 0.000283739 0.000874603 0.000448349 -0.000228429 0.000115305 -0.00012249 -0.00036693 -0.000691505 -0.00048871 -0.000662226 0.00101199 0.00033243 7.25954e-05 0.00030716 -0.000236769 0.000449179 0.00116657 0.00134134 0.00111907 -4.28062e-05 -0.000183155 0.00159067 0.000877778 0.00161737 0.000410422 -0.000128535 -0.000288018 -0.000607477 -0.000539941 -0.000653008 0.00121992 0.000714123 0.000788537 0.00076637 0.000462753 0.00101954 -0.000163014 0.000670294 0.000323759 -0.000896808 0.00253149 -0.000210129 0.000318724 -0.000270681 0.000790305 0.00124499
internal_weight=0 123228 156403 40650 82578 34006 41763 95908 40815 54342 41566 60495 27512 14755 25705 17198 20074 27274 34268 8301 15194 8675 6408 23617 30028 6644 4231 6586 19533 14054 12757 42926 29580 16041 2119 14489 10511 10379 3544 1180 15151 5113 14936 17569 132 13975 7664 21643 12017 1538
internal_count=279631 123228 156403 40650 82578 34006 41763 95908 40815 54342 41566 60495 27512 14755 25705 17198 20074 27274 34268 8301 15194 8675 6408 23617 30028 6644 4231 6586 19533 14054 12757 42926 29580 16041 2119 14489 10511 10379 3544 1180 15151 5113 14936 17569 132 13975 7664 21643 12017 1538
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 1 0 4 0 5 4 6 12 4 6 3 2 4 9 9 8 4 9 10 6 1 9 10 10 9 10 10 6 10 10 9 9 10 3 6 10 10 3 6 10 4 3 6 5 4
split_gain=21.3287 5.19511 2.68155 1.10333 0.900584 0.661629 0.52571 0.493783 0.467921 0.439181 0.494098 0.427068 0.407164 0.322698 0.316573 0.310086 0.310073 0.406434 0.289725 0.270754 0.261705 0.256843 0.26372 0.678433 0.249149 0.231123 0.230371 0.228627 0.211884 0.300849 0.556234 0.262124 0.203379 0.200369 0.299509 0.194266 0.188244 0.262959 0.185321 0.186 0.183931 0.187744 0.178625 0.226746 0.175859 0.171448 0.170997 0.16816 0.15878 0.157859
threshold=815.90331358780702 617.77985025136707 1095.150540518749 515.84662348012159 3.5000000000000004 1848.9026265255354 967.10338307104212 4.5000000000000009 1321.1033005038273 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 6.5000000000000009 2.5000000000000004 0.59761904761904772 1.5000000000000002 1540.7638108329954 1.5000000000000002 0.077935222672064791 0.93218390804597717 2.5000000000000004 0.45080645161290328 0.52440476190476204 1.5000000000000002 0.92052631578947375 0.33666666666666673 2.5000000000000004 1.5000000000000002 0.46247654784240161 41.500000000000007 2.5000000000000004 0.23166368515205729 0.913664596273292 33.500000000000007 3.5000000000000004 0.19756097560975613 11.500000000000002 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 16 6 7 14 13 12 10 -7 49 24 -3 35 -15 18 46 -1 -9 48 22 23 -12 33 26 -5 -13 29 30 -27 32 -31 34 -4 40 -17 -38 39 -8 -2 -42 43 -16 -28 -29 -18 -19 -11 -6
right_child=2 5 8 25 11 9 38 19 -10 20 21 27 -14 15 42 36 17 47 -20 -21 -22 -23 -24 -25 -26 28 44 45 -30 31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00069682710970017127 0.00013150564214148367 -0.00047111368556637521 0.0011257157230199954 -0.00039901488595347838 9.741969184828432e-05 -0.00072087945591792039 0.0010125803219656118 0.00019777155288343217 0.0017353907289342327 0.00051907941618025029 -0.00075808612023469844 -0.00037559239891370015 0.00050551405796361946 -6.1637809084871413e-05 0.0004602162003931186 5.8746038549442429e-05 -0.0011788883328614881 -0.00077553587282509079 -0.00032690126986533038 0.00069176112796973978 -0.00010734478291172194 5.5216791302054732e-05 -6.1816619585592094e-05 2.4503338077602811e-05 0.00095412601515887049 -0.0010115355124966485 -0.00033784242572613781 0.00015036014912901425 0.00018612597052744266 -0.00038767006405587628 -0.00031775910408323111 -0.0010026391288771618 0.00012080927152555241 0.0011051064951174165 0.0020176881466405588 0.0012665047288026472 0.00017129185421100207 0.00075248250633392169 0.0048513839083413291 0.00053020507830672759 0.0010747685946875553 0.00055142937242488193 0.0015975354857490501 -0.00011409993459330689 3.5057700043389562e-05 0.0013876889844968363 -0.0008213450206706887 -0.00038898677507288561 0.0018448713564211798 0.00065805455375006526
leaf_weight=15566 1328 3079 1631 18004 1555 4431 10073 7170 3360 2103 6391 2193 2539 22338 17151 8593 7108 6369 8020 4524 2088 9792 9541 4887 5742 6441 5476 11421 1107 7402 5239 1317 2678 3198 2225 1639 5098 3148 30 2493 2974 4044 318 1910 7481 287 6315 5040 253 6521
leaf_count=15566 1328 3079 1631 18004 1555 4431 10073 7170 3360 2103 6391 2193 2539 22338 17151 8593 7108 6369 8020 4524 2088 9792 9541 4887 5742 6441 5476 11421 1107 7402 5239 1317 2678 3198 2225 1639 5098 3148 30 2493 2974 4044 318 1910 7481 287 6315 5040 253 6521
internal_value=0 -0.000282814 0.000674244 -0.000526702 0.000520225 -1.24928e-05 0.000656032 0.000101334 0.00120099 -0.000168016 -0.000227399 0.000260933 0.0010839 2.17588e-05 0.000540118 6.04947e-05 -0.000700871 -0.000824187 -0.00057104 0.000388879 0.000300234 -0.000155966 -0.000255294 -0.000418973 0.00119867 -0.00037378 -0.000283312 9.29326e-05 -0.0004896 -0.000522014 -0.000700346 -0.000339254 -0.00025258 0.00139772 0.0016404 0.000768832 0.000222511 0.000393168 0.000926252 0.000916881 0.000671098 0.000773204 0.000422274 0.000402667 -0.000122541 0.000180691 -0.00101068 -0.000604775 0.00066145 0.000550107
internal_weight=0 196999 82632 103563 63937 93436 41960 53950 18695 39486 35042 21977 15335 42256 29364 39177 48418 24832 23586 11694 4444 30611 20819 11278 12796 55145 30961 13901 24184 23077 11680 11397 10080 7054 3856 9985 16839 8246 12596 12566 8346 7018 19379 19061 12957 11708 13423 11409 2356 8076
internal_count=279631 196999 82632 103563 63937 93436 41960 53950 18695 39486 35042 21977 15335 42256 29364 39177 48418 24832 23586 11694 4444 30611 20819 11278 12796 55145 30961 13901 24184 23077 11680 11397 10080 7054 3856 9985 16839 8246 12596 12566 8346 7018 19379 19061 12957 11708 13423 11409 2356 8076
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 12 2 6 4 4 0 5 6 2 4 2 9 3 9 9 10 10 0 0 9 10 6 10 10 5 9 10 9 12 0 10 10 9 10 10 4 6 10 3 9 5 7 6 4 10
split_gain=19.2804 4.67821 2.46163 1.14602 0.759463 0.692832 0.468572 0.441278 0.43492 0.419059 0.381186 0.332023 0.324397 0.305896 0.422541 0.282477 0.279451 0.272515 0.255032 0.254671 0.247839 0.240849 0.227857 0.224069 0.221924 0.219628 0.217624 0.216465 0.322047 0.210373 0.208771 0.250146 0.188752 0.174871 0.171101 0.169393 0.220993 0.167073 0.540707 0.198054 0.166183 0.159217 0.157759 0.155535 0.153469 0.153179 0.1452 0.145183 0.148752 0.142642
threshold=712.68736108603218 928.78428753650576 529.02724129296462 1187.5997340955021 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 3.5000000000000004 3.5000000000000004 825.38287943763555 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 11.500000000000002 1.5000000000000002 1.5000000000000002 0.19756097560975613 0.22792207792207794 1433.692583700579 1033.4556649327824 3.5000000000000004 0.077935222672064791 1.5000000000000002 0.93218390804597717 0.34891304347826091 6.5000000000000009 2.5000000000000004 0.46770833333333339 2.5000000000000004 5.5000000000000009 851.91169544844706 0.93844696969696983 0.33666666666666673 2.5000000000000004 0.46247654784240161 0.6198686371100165 4.5000000000000009 1.5000000000000002 0.88303693570451447 10.500000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 0.74133811230585434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 13 5 10 12 9 20 29 18 26 37 27 16 17 22 46 49 -4 -11 44 -20 33 -14 -9 -7 45 28 32 30 31 -8 -3 35 -22 36 -5 38 -10 -39 -27 -42 -13 -23 -6 -2 -1 48 -12 -15
right_child=1 3 6 15 7 25 8 24 11 19 47 42 23 14 -16 -17 -18 -19 21 -21 34 43 -24 -25 -26 40 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00052849344676204467 0.00025988025652219318 0.00046757439814015421 -0.00036765518335888899 0.0011740466749088135 -0.00036130825526916509 -0.00030759721933142656 -0.0012798398289577675 -0.00032436307605726859 -0.00090227245892826732 -8.6109742581750917e-05 0.00060502844850005694 -0.00013754538791793149 0.00058217071886456631 -0.00097885720313481525 -0.00037564916078131348 -0.00098473713997634178 -0.00030499716153218871 -0.00070229016700983863 -0.00029480097795219059 0.00028326604889398137 0.00014940848423506209 -0.00014516038185646512 0.0020288832196945403 0.00090696356190554368 0.00037573084863216601 3.8289173842824791e-05 1.7912604671310405e-05 0.00079132059471856929 0.0016712663896932705 0.00026389063451642868 -0.00046592335863479811 -0.00053930066760633376 0.0014111629361383445 0.00080188875822336913 0.00046031275422676686 0.0011319130730759732 0.0019737723225174823 -0.00018513432574825806 -0.00017957604630448681 -0.0012112156041108224 0.00077565923786871468 0.00022269711276955238 0.00037437168996850699 0.0002629243999939525 0.00010648100876257558 0.00058924162622965418 -0.00082092781302170882 0.00035491335725505399 0.0011581297236411248 -0.0015266548896885521
leaf_weight=10942 14039 1281 17851 1544 3093 1175 2494 8537 5061 12464 8076 11439 11531 8519 5645 131 9384 12214 8390 7459 14332 4351 1105 9843 1305 2016 7114 3374 2748 600 4646 2101 904 1642 6402 3563 1961 8749 5297 497 3471 2083 1733 5039 4048 4716 6935 4975 1431 1381
leaf_count=10942 14039 1281 17851 1544 3093 1175 2494 8537 5061 12464 8076 11439 11531 8519 5645 131 9384 12214 8390 7459 14332 4351 1105 9843 1305 2016 7114 3374 2748 600 4646 2101 904 1642 6402 3563 1961 8749 5297 497 3471 2083 1733 5039 4048 4716 6935 4975 1431 1381
internal_value=0 0.000456994 -0.000377191 0.000843367 0.000217592 0.00071955 -0.000227142 5.62875e-05 -0.000351861 -0.000131467 0.000368366 -0.000264337 0.000834792 -0.00064492 -0.000761753 0.00132173 -0.000525953 -0.000860313 -0.000234153 5.21814e-05 0.00015791 -0.000100118 0.00135251 0.000731742 -0.000231534 0.000328411 0.000253383 0.00109994 0.00131103 -0.000643363 -0.000702269 -0.000941239 0.000857965 0.00126671 0.000245406 0.00137469 0.00162148 -0.000394783 -0.000532691 -0.000240289 0.000427131 0.000568274 -7.0194e-05 7.38321e-05 -9.61338e-05 0.000342699 -0.000641937 0.00057376 0.000688282 -0.00105527
internal_weight=0 126440 153191 48372 78068 38426 98171 37717 42617 55554 40351 32776 29681 55020 27759 9946 27261 22114 35631 19923 27875 17780 9815 21374 9842 8745 25869 8307 4933 9841 9241 4595 2185 8710 20734 7068 3505 19604 10358 9246 7570 5554 13172 9390 7141 18755 17877 14482 9507 9900
internal_count=279631 126440 153191 48372 78068 38426 98171 37717 42617 55554 40351 32776 29681 55020 27759 9946 27261 22114 35631 19923 27875 17780 9815 21374 9842 8745 25869 8307 4933 9841 9241 4595 2185 8710 20734 7068 3505 19604 10358 9246 7570 5554 13172 9390 7141 18755 17877 14482 9507 9900
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=51
num_cat=0
split_feature=0 0 0 2 12 4 0 0 0 4 5 6 10 5 1 8 12 3 13 6 4 6 9 10 12 4 0 5 8 3 9 9 2 9 4 3 4 6 9 10 3 1 4 2 1 3 2 10 1 6
split_gain=17.4412 3.48638 2.89543 0.8241 0.73399 0.664298 0.527826 0.499553 0.427708 0.339751 0.331019 0.326356 0.302758 0.279237 0.377842 0.296785 0.269349 0.257542 0.24745 0.236481 0.223868 0.214824 0.213376 0.278647 0.211733 0.210119 0.205567 0.202455 0.212737 0.202108 0.180104 0.176287 0.175035 0.331999 0.199924 0.169574 0.164995 0.162784 0.159451 0.172749 0.154544 0.153064 0.147895 0.146948 0.146089 0.142315 0.168218 0.153436 0.142114 0.179192
threshold=745.01798143964209 983.43194644661196 561.86879974510146 2.5000000000000004 3.5000000000000004 6.5000000000000009 865.45763568221207 660.36986188195544 453.77119419176705 5.5000000000000009 6.5000000000000009 1.0000000180025095e-35 0.19756097560975613 3.5000000000000004 1487.7388556757253 2.5000000000000004 1.5000000000000002 22.500000000000004 0.59175084175084181 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.33012820512820518 1.5000000000000002 2.5000000000000004 851.91169544844706 11.500000000000002 4.5000000000000009 25.500000000000004 1.5000000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 10.500000000000002 35.500000000000007 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.52440476190476204 28.500000000000004 1677.9058981599744 3.5000000000000004 3.5000000000000004 2239.2341228651162 14.500000000000002 2.5000000000000004 0.71240601503759404 1357.6621260085051 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 6 13 11 18 45 27 32 -2 31 14 -3 30 -9 38 36 -18 -16 -8 23 43 -13 -10 -14 -5 -29 -21 -15 44 33 34 -11 -23 -4 -25 -7 -40 -35 -38 -17 -12 -6 46 47 -1 -27 -50
right_child=1 3 7 9 12 17 21 16 25 10 22 24 26 15 20 42 19 -19 -20 29 -22 35 -24 37 -26 48 -28 28 -30 -31 -32 -33 -34 40 -36 -37 41 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.00021612219630423387 0.00046695335711088133 0.0020955153764840237 -0.0007352093382258537 -0.00040546547935330665 4.8450791182660001e-05 0.00096925794607481154 0.00083841352998286216 0.00016742197207987236 -0.00063636353844015296 5.5549787310306867e-05 0.00064950712133920421 0.00034504978764903177 -2.9693915793045982e-05 0.0010987102620420785 -7.9433124669971652e-06 0.00029663805438588577 4.7678571913736204e-05 0.0018486233145268507 -5.6479846810438976e-05 -0.00030180822301808055 0.00072332288079021896 0.00046442632897196706 0.0029954989014186143 0.0018290207914779971 1.4601081108016492e-05 -0.0003095306066661363 0.00033049295112482185 0.0034421527396236891 0.00011283402585831938 0.00037338195928725217 0.0017848896049061863 0.0002902281726738506 -0.00042762121660897402 0.00067029430255474958 0.00087760325789749407 0.0020920476017276942 -0.00017713636336688017 0.00077251494198890948 0.0011947363764999181 0.002048978478046473 0.0016593331107504748 -0.00037677189280305601 0.0009748590811288054 -0.00094659042477752682 -0.0005569627507398398 -3.1065315490558355e-05 -0.0008946110581116673 -0.00072041176939259945 -0.00057780407011274809 -0.0001756790890857932
leaf_weight=1970 12973 464 2092 1342 1394 2805 6314 14073 15406 2890 492 8037 7378 2107 1189 1070 13626 2443 13627 12958 8739 13140 144 881 12215 16815 8554 73 140 1212 1751 1208 541 862 994 162 18773 622 1567 951 729 19653 3231 204 3494 667 11861 6437 16011 3350
leaf_count=1970 12973 464 2092 1342 1394 2805 6314 14073 15406 2890 492 8037 7378 2107 1189 1070 13626 2443 13627 12958 8739 13140 144 881 12215 16815 8554 73 140 1212 1751 1208 541 862 994 162 18773 622 1567 951 729 19653 3231 204 3494 667 11861 6437 16011 3350
internal_value=0 0.000486349 -0.000320614 0.000888984 0.000291504 0.00103535 0.000392584 -0.000140503 -0.000559084 0.000500464 0.000626709 0.00027116 4.90314e-05 0.00087281 0.000700923 0.00109174 -1.08074e-05 0.0014236 -0.000240794 -0.000101044 0.000635745 0.000598247 0.00113089 0.00100879 0.00014574 -0.000481725 0.000163693 -0.000178174 0.00125387 -0.000244057 0.00141014 -0.000250638 0.000430349 0.000515128 0.000265931 0.000484249 -0.000302782 0.0013918 0.00122854 0.00151737 0.00112347 -0.00027924 0.000806132 0.000181685 -0.000384306 -0.00074969 -0.000773339 -0.000602242 -0.00041587 -0.000508225
internal_weight=0 111100 168531 36231 74869 26317 52841 96014 72517 9914 8359 33225 22028 18551 10392 8159 41869 7766 54145 27796 9928 19616 2343 2199 20252 51582 15932 1555 213 14170 3858 6096 6016 5475 3884 13302 40518 1503 5323 2518 1591 38426 4301 696 4888 20935 20268 8407 36176 19361
internal_count=279631 111100 168531 36231 74869 26317 52841 96014 72517 9914 8359 33225 22028 18551 10392 8159 41869 7766 54145 27796 9928 19616 2343 2199 20252 51582 15932 1555 213 14170 3858 6096 6016 5475 3884 13302 40518 1503 5323 2518 1591 38426 4301 696 4888 20935 20268 8407 36176 19361
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 0 12 0 6 6 2 4 6 12 9 10 10 3 3 1 9 10 4 4 4 2 2 9 4 5 10 3 6 9 10 1 9 6 1 6 8 5 5 1 5 4 1 9 10 9
split_gain=15.7803 3.80278 2.05173 0.709716 0.697406 0.50142 0.470962 0.448175 0.378557 0.357067 0.346237 0.312755 0.243912 0.233204 0.226111 0.21219 0.247282 0.210856 0.207926 0.239986 0.205575 0.577356 0.189517 0.184702 0.181636 0.20604 0.179466 0.182128 0.17349 0.169243 0.164874 0.164678 0.161749 0.160384 0.186915 0.198198 0.158839 0.153745 0.150877 0.158122 0.144265 0.372219 0.158208 0.141185 0.138958 0.136893 0.135139 0.137906 0.170209 0.134576
threshold=812.90213645256711 579.97247047427209 1104.0542682349771 671.0170443977488 3.5000000000000004 473.58088045802202 3.5000000000000004 887.94124131670708 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.93844696969696983 0.55718954248366026 43.500000000000007 28.500000000000004 2010.0693574974659 2.5000000000000004 0.56330128205128216 3.5000000000000004 10.500000000000002 3.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 16.500000000000004 0.10582306830907055 17.500000000000004 2.5000000000000004 3.5000000000000004 0.33666666666666673 3521.6014656366374 1.5000000000000002 1.5000000000000002 1413.8554805408253 1.5000000000000002 4.5000000000000009 9.5000000000000018 5.5000000000000009 3049.3733999235665 8.5000000000000018 4.5000000000000009 1730.9070208596752 1.5000000000000002 0.22792207792207794 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 13 7 28 9 37 22 44 11 15 31 45 23 16 -4 33 19 -11 21 -21 -6 -12 25 36 -16 -28 -1 40 -24 -9 -23 34 35 -10 -7 -2 -26 -40 41 42 -14 -17 -5 46 47 -3 -49 -27
right_child=2 3 10 6 8 24 -8 12 17 18 14 -13 29 -15 26 43 -18 -19 -20 20 -22 32 30 -25 38 49 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00084642194025876688 0.00046586062955186167 -0.00026374372473306304 0.0010790857773883237 0.00026797865038450519 -1.7024474110350648e-05 -0.00052685839257933108 -0.00020395138079286042 0.00073375397283513793 -0.00029994537626468502 0.00011262956589790027 0.0002007704154706103 0.0019871423438164101 0.00054565543915251668 -0.00035942380679597258 0.0016824285378285366 0.00087209680696265907 0.0017470927301464869 0.0035497237666277217 0.00095887720776829304 -0.00081580734456233579 6.8516941300339574e-05 0.00030192200121752726 2.4516265912283018e-05 0.00099775471013269505 -0.0001180005393663527 -0.0008870826060929165 -0.00078291518837082449 0.00342459469552963 -0.00058555152621418889 0.003561494347134916 0.00052287087192166653 0.0012034072737004736 -0.00050497157050548812 0.00058575792426989544 4.0752219271331627e-05 -0.0014492317147810762 -0.00026142268508097072 0.00014188843470586745 -0.00047187286275796508 -5.1195262624310347e-05 0.0001008710692809339 0.00277842538308144 0.0010084032197495815 0.0027476148477837666 0.0019139341390380354 3.3833482592373133e-05 -0.00044329208401787444 -0.00022205871289421978 0.00019301133314258436 -0.00049159417693724484
leaf_weight=9576 11795 10182 3876 21455 2686 13114 13951 4427 2094 16142 2203 1097 14822 15602 757 6175 2156 40 563 3452 4691 2541 1965 1085 7291 4531 151 31 19056 48 10680 3227 822 784 4043 457 9884 5311 12268 2731 1401 199 2110 102 129 9615 4301 4654 5263 4095
leaf_count=9576 11795 10182 3876 21455 2686 13114 13951 4427 2094 16142 2203 1097 14822 15602 757 6175 2156 40 563 3452 4691 2541 1965 1085 7291 4531 151 31 19056 48 10680 3227 822 784 4043 457 9884 5311 12268 2731 1401 199 2110 102 129 9615 4301 4654 5263 4095
internal_value=0 -0.000245543 0.000574569 -5.75654e-05 0.000446716 -0.000503698 5.28082e-05 0.000564392 0.000222529 0.000124744 0.00105376 0.00117818 0.000694227 -0.000199369 0.000659191 0.00110608 0.00131785 -7.06929e-05 7.63027e-06 -1.17401e-05 -0.000186221 -0.000361566 0.000364406 0.000463766 -0.000413894 -0.000490943 0.00134349 -6.62514e-05 -0.0006728 0.000596373 0.000445428 0.000931764 0.000104697 -9.03211e-05 -0.000170704 -0.000505835 -0.00041278 0.000365275 -0.00030458 -0.000395276 0.000588693 0.000628588 0.000603321 0.000902574 0.000277816 -0.000125955 -0.000188921 -0.000134488 -1.77903e-06 -0.000699333
internal_weight=0 195909 83722 113363 66089 82546 63746 43340 22749 49795 17633 13406 26234 49617 4227 12309 6032 7418 28211 27648 11506 6815 15331 3288 53914 31624 939 182 28632 18580 12645 7654 3363 7378 6594 2551 22998 17106 22290 14999 18532 17131 16932 6277 21584 34015 24400 20099 9917 8626
internal_count=279631 195909 83722 113363 66089 82546 63746 43340 22749 49795 17633 13406 26234 49617 4227 12309 6032 7418 28211 27648 11506 6815 15331 3288 53914 31624 939 182 28632 18580 12645 7654 3363 7378 6594 2551 22998 17106 22290 14999 18532 17131 16932 6277 21584 34015 24400 20099 9917 8626
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=51
num_cat=0
split_feature=0 0 0 1 2 4 0 5 8 4 4 0 3 5 4 13 8 10 9 10 2 9 8 5 4 5 13 10 9 10 9 1 4 1 5 4 10 9 10 2 9 10 10 4 3 9 5 5 9 4
split_gain=14.2678 2.64319 2.57757 0.690029 0.578551 0.52671 0.50291 0.453346 0.491821 0.44205 0.370455 0.353853 0.329727 0.310929 0.301343 0.297234 0.272342 0.267518 0.336346 0.281062 0.270606 0.255908 0.247607 0.327402 0.229889 0.240078 0.221126 0.220185 0.211934 0.20972 0.209609 0.198055 0.196581 0.195107 0.19294 0.197104 0.190055 0.189529 0.230159 0.187071 0.249173 0.184494 0.180487 0.18009 0.171894 0.165703 0.164626 0.155196 0.14991 0.14893
threshold=762.92399468051701 561.86879974510146 1033.4556649327824 2275.0720736400158 2.5000000000000004 5.5000000000000009 662.67492417065887 4.5000000000000009 1.5000000000000002 5.5000000000000009 4.5000000000000009 453.77119419176705 21.500000000000004 4.5000000000000009 2.5000000000000004 0.14142857142857146 2.5000000000000004 0.082207207207207214 2.5000000000000004 0.67054263565891481 3.5000000000000004 1.5000000000000002 4.5000000000000009 7.5000000000000009 5.5000000000000009 6.5000000000000009 0.59175084175084181 0.21132376395534294 2.5000000000000004 0.90550595238095244 1.5000000000000002 1984.0536335644945 8.5000000000000018 1379.8125525987941 8.5000000000000018 3.5000000000000004 0.17445652173913045 3.5000000000000004 0.33666666666666673 3.5000000000000004 2.5000000000000004 0.4431524547803618 0.087595907928388769 2.5000000000000004 34.500000000000007 2.5000000000000004 12.500000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 9 13 26 10 -9 33 -5 -1 -11 14 -2 -8 -15 -12 19 -19 -20 -7 23 -10 46 39 49 28 31 36 -14 -17 -21 -4 35 -35 45 38 -27 40 -26 48 -42 -13 -24 -16 -6 -38 -23 -3
right_child=2 6 4 7 24 21 15 8 22 12 17 43 30 16 29 27 -18 18 20 32 -22 41 44 -25 25 37 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 47 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00067851955856513863 -0.00012126959132137925 -0.0006804632023705684 0.0018653411870617814 -0.00064339269168010415 -0.00048229951499272435 0.00052719749456786895 -0.00018165958867238263 0.0012155179287527795 0.00024083419809365448 0.00099401558495644006 -0.00038054617619523294 -0.00057794892356545404 0.0012728119566261342 0.001138808680884398 3.0461046067012983e-06 -0.00010663842423354813 0.0004085016759488979 -0.00034781251810497935 0.00069155019056919755 7.1988779016739831e-05 -6.2643169445177226e-05 0.00050888465894471707 -0.00033718677488419713 0.0011841939555199588 0.0002488074661003883 0.00013913562873353824 -4.2046345607180749e-05 0.0001682751639678188 0.00013041218096371002 0.0001853111948839323 0.0019501780862616787 -0.00076374356003597603 0.00099584518621800128 0.00018258329964473578 0.0016510033804592477 0.00077680526513545438 0.00035977334958036051 0.0033383798505052585 0.0013486490838665588 -0.00073506330714757267 -0.00025479712271857458 0.0013751684848397796 0.0014595035683684107 -0.0003738179120966349 0.00092127623311112508 0.00056745137205434476 0.001375036950184622 0.00074807152530738722 0.0014140314210149495 -0.00025060583363349084
leaf_weight=20935 3971 2124 378 2164 842 5690 14706 1523 5144 6648 2901 15406 2917 2119 3339 3233 3211 4072 3708 2798 1751 1829 2176 1120 2819 578 13880 24136 4597 11919 1877 1777 725 1791 507 6320 4419 88 1231 337 187 2093 858 36176 310 2130 139 6161 610 39261
leaf_count=20935 3971 2124 378 2164 842 5690 14706 1523 5144 6648 2901 15406 2917 2119 3339 3233 3211 4072 3708 2798 1751 1829 2176 1120 2819 578 13880 24136 4597 11919 1877 1777 725 1791 507 6320 4419 88 1231 337 187 2093 858 36176 310 2130 139 6161 610 39261
internal_value=0 -0.000273574 0.00046627 0.000315941 0.000880829 0.000432521 -0.000111657 0.000120939 0.00038628 0.00101576 -2.95031e-05 -0.000505149 0.00122194 0.000345315 0.000286318 5.9356e-06 0.000698843 5.37597e-05 0.000150276 -6.48954e-05 0.000449639 0.000750469 0.000241946 0.000409506 0.00049127 0.000605553 -0.000214746 8.7694e-05 -0.000114753 0.000344189 0.00153802 -0.000339707 0.00026211 0.00075351 0.000704743 0.000645594 0.000462181 0.00107242 0.000962193 0.000394734 0.00049327 0.00103079 0.00115273 -0.000434786 -0.000180259 0.000222864 -0.00021913 0.000585889 0.000735264 -0.000272667
internal_weight=0 176231 103400 75883 27517 47491 103714 28392 10273 20438 18119 72517 11442 37269 31939 48449 5330 15955 13054 7595 5459 10222 8750 6264 7079 6098 55265 33743 9607 27968 4794 5010 3523 8996 8618 8111 16049 1897 1809 4201 3864 4532 1045 51582 2486 5469 981 10580 2439 41385
internal_count=279631 176231 103400 75883 27517 47491 103714 28392 10273 20438 18119 72517 11442 37269 31939 48449 5330 15955 13054 7595 5459 10222 8750 6264 7079 6098 55265 33743 9607 27968 4794 5010 3523 8996 8618 8111 16049 1897 1809 4201 3864 4532 1045 51582 2486 5469 981 10580 2439 41385
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 12 6 6 4 4 0 0 12 3 1 4 2 10 5 13 4 1 9 10 0 5 8 1 5 4 6 9 10 6 5 9 1 8 9 10 6 4 6 12 10 10 5 1 4 1
split_gain=12.9093 3.16477 1.64195 0.678246 0.632597 0.479685 0.403655 0.375379 0.32817 0.323441 0.313901 0.261795 0.258169 0.241525 0.239952 0.228075 0.338611 0.214256 0.212354 0.174443 0.168181 0.191042 0.18628 0.629831 0.167761 0.162138 0.262954 0.175553 0.159717 0.157653 0.154583 0.165778 0.160824 0.150763 0.150272 0.147 0.144928 0.144218 0.143647 0.157403 0.143154 0.140037 0.139139 0.136538 0.134927 0.147297 0.132641 0.131435 0.12963 0.129509
threshold=815.90331358780702 617.77985025136707 1104.0542682349771 515.84662348012159 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 1289.0088005912796 947.46592333298213 3.5000000000000004 28.500000000000004 2452.3200893468074 3.5000000000000004 2.5000000000000004 0.71240601503759404 14.500000000000002 0.54415584415584417 1.5000000000000002 1848.9026265255354 2.5000000000000004 0.56330128205128216 671.0170443977488 5.5000000000000009 2.5000000000000004 1091.0842915220094 3.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.30860805860805868 2.5000000000000004 1.5000000000000002 3.5000000000000004 1228.6570092455443 2.5000000000000004 2.5000000000000004 0.27386363636363642 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 7.5000000000000009 0.93844696969696983 0.50490196078431382 6.5000000000000009 2438.1594628963853 7.5000000000000009 1848.9026265255354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 15 8 9 11 14 25 28 12 40 42 20 24 16 17 -1 35 -5 -9 -22 23 -23 -7 27 -27 -2 36 -13 31 32 -10 43 -18 47 -3 46 39 -31 -6 -12 44 -14 45 -4 -30 -8 -25 -38
right_child=2 5 10 19 6 7 18 13 30 -11 41 29 33 -15 -16 -17 34 -19 -20 -21 21 22 -24 48 -26 26 -28 -29 37 38 -32 -33 -34 -35 -36 -37 49 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00023817762164664834 0.0017507084918179318 0.0032069879043025149 0.001136175056555619 -0.00035044534072258264 0.00037223547040037512 -0.00011235219838494173 0.00021576027632963231 -0.00077841773327983648 0.00028499766319211797 0.00036469265870808131 0.0008187672162359021 3.6305000015428711e-05 0.00080872474664522376 0.0004855742186259007 -0.00052905105282281047 -0.00038977526090482121 -0.00095467528700354158 -0.00059877537530566877 0.0033751162627257063 -0.00015859595974219108 -3.2153052468854682e-05 -0.00082592275464643821 -0.00014547024029348544 -0.00011270721482452338 0.00015220311054311864 0.0015698502787059765 0.00050296055293443879 0.00035173571619565177 0.00042035468509066297 5.8351296214338071e-06 0.00039451906334445302 0.0013491583551611347 0.00088896054139448355 0.00012371830297390539 -0.00061468332812041092 0.00060778121816793635 -2.4146699677643093e-05 1.020513965580713e-05 0.00088097338039909076 0.00056643192416948166 8.8427538104126632e-05 0.0014719760818483953 0.0007991100419130787 -0.00011676486645721654 0.00091413930993284253 0.0019886662806431451 0.0016301992371984576 -0.00038984691813663736 0.00077842307529128502 -0.00065440677882908299
leaf_weight=5944 228 34 1134 37909 8083 8581 1186 1363 1330 11300 1082 1563 4322 1207 1761 15632 7903 13419 43 17236 9964 5285 9687 4117 19864 780 2225 13631 2243 1503 1987 1568 6436 1344 5520 569 13863 2596 2835 7502 9867 3395 3306 439 1695 916 252 3663 453 866
leaf_count=5944 228 34 1134 37909 8083 8581 1186 1363 1330 11300 1082 1563 4322 1207 1761 15632 7903 13419 43 17236 9964 5285 9687 4117 19864 780 2225 13631 2243 1503 1987 1568 6436 1344 5520 569 13863 2596 2835 7502 9867 3395 3306 439 1695 916 252 3663 453 866
internal_value=0 -0.000220024 0.000524549 -0.000410379 0.000408462 -9.03784e-06 0.000271978 -8.91625e-05 0.000586732 0.000151145 0.000952473 0.000341076 0.000829408 -0.000208281 3.73306e-05 -0.000546935 -0.000621867 -0.00048808 -0.000124732 -0.000290481 -0.000235412 -0.000210328 -0.000301175 -0.000454225 7.23947e-05 0.000446943 0.00077989 0.000374751 2.96028e-05 0.000508278 0.000794964 0.00088021 0.000785526 0.000591372 -0.000814859 -0.000152508 -5.36764e-05 0.000271098 0.000570583 0.000472864 0.000216228 0.00131411 0.00103551 0.000723388 0.00124419 0.00151709 0.000542551 -0.000241724 -2.43742e-05 -6.12032e-05
internal_weight=0 196999 82632 103563 64999 93436 36814 62282 28185 31154 17633 31353 13156 32076 30206 48418 32786 19363 5461 55145 30869 29506 19542 9855 28445 16864 3005 13859 19854 13403 11321 9334 7766 6105 13423 5418 14763 5091 11840 9005 17950 4477 7051 4761 3745 2050 2495 4849 4570 14729
internal_count=279631 196999 82632 103563 64999 93436 36814 62282 28185 31154 17633 31353 13156 32076 30206 48418 32786 19363 5461 55145 30869 29506 19542 9855 28445 16864 3005 13859 19854 13403 11321 9334 7766 6105 13423 5418 14763 5091 11840 9005 17950 4477 7051 4761 3745 2050 2495 4849 4570 14729
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 12 6 1 4 5 4 9 10 6 10 2 3 2 4 6 9 0 4 12 3 8 12 1 4 8 5 4 3 3 9 10 3 10 0 4 1 9 10 4 9 10 9 7 9 3
split_gain=11.7178 2.89159 1.50238 0.737841 0.556849 0.476575 0.432478 0.340981 0.35936 0.335738 0.327032 0.301548 0.304541 0.270667 0.253256 0.242504 0.239623 0.22833 0.33016 0.227612 0.219636 0.206325 0.198957 0.19621 0.193119 0.18871 0.188104 0.18783 0.18223 0.170106 0.305517 0.168638 0.166918 0.157149 0.151843 0.325851 0.145248 0.140236 0.14017 0.13994 0.139333 0.176465 0.207905 0.130303 0.130065 0.255423 0.170624 0.129642 0.127134 0.136296
threshold=712.68736108603218 920.13071123443217 529.02724129296462 1159.2799263297591 1.5000000000000002 5.5000000000000009 1.5000000000000002 1583.7260454252853 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.27149877149877155 1.0000000180025095e-35 0.13100686498855837 3.5000000000000004 33.500000000000007 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1364.7041533538422 4.5000000000000009 1.5000000000000002 11.500000000000002 1.5000000000000002 2.5000000000000004 898.5532874204041 2.5000000000000004 3.5000000000000004 5.5000000000000009 5.5000000000000009 17.500000000000004 20.500000000000004 2.5000000000000004 0.41763565891472876 11.500000000000002 0.29478609625668456 872.92399865907191 9.5000000000000018 2128.0092764220458 2.5000000000000004 0.4431524547803618 5.5000000000000009 1.5000000000000002 0.6478537360890303 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 17 5 22 13 14 10 33 31 -4 36 -13 32 -6 21 39 20 19 -19 47 26 27 -15 -14 -11 -5 -2 -16 30 -25 34 -3 -9 35 -10 -12 48 -30 40 -8 42 -42 -39 -34 46 -46 -1 49 -7
right_child=1 3 7 15 6 37 16 8 9 25 11 12 24 23 28 -17 -18 18 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 38 -31 -32 -33 44 -35 -36 -37 -38 43 -40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00039605953243753556 0.0030259387307645606 0.00058618979694315294 -0.00050783526078286676 0.0012488092303770879 -9.0648383350362539e-05 -0.0002235204940394294 1.7824177436515344e-05 -0.00087328145866705112 -0.00094905092088345001 0.00015130094839948518 -0.00024528697708637193 -0.00011487347096176599 0.00013010093858332721 0.00078284479628010792 -0.00013521015375502374 -0.00081229099318000451 0.00099115147107608245 -0.00084257068158403786 -0.00026285434253643897 -0.00052119980517321529 -0.00020454230225964911 0.0014516625571686667 0.00055048879273656543 0.00042247481069542523 0.0005884783541912136 -0.00020014960949028701 0.00077173095356974399 0.00022042925197508488 0.00021076368522174942 5.7246527400058244e-05 0.0011289613414071928 -0.00018402428864379856 0.00071732557756303006 0.00027267718579285872 -0.0002945479539326296 -0.00029784345433939402 5.5055583078573235e-06 -0.00013900613529993844 0.00049096913788043651 0.00060272825064488134 -0.00091685234609707495 -9.9665712567452785e-05 -0.00025997938698100434 0.00054563935832214626 0.00062912976656087367 0.001959336174312357 0.001473237225667325 -0.00067238324720096708 0.00073551914052160934 -0.0013900573448984669
leaf_weight=10942 60 4286 4420 2976 7954 958 4221 3202 3779 6214 19525 11253 9083 5278 3198 184 443 11703 5645 10411 9384 2221 9626 14416 3076 9912 6758 10519 24466 2540 1712 8402 2409 330 6871 3907 8197 1197 5459 536 2062 4460 2897 1657 1577 831 965 6935 235 339
leaf_count=10942 60 4286 4420 2976 7954 958 4221 3202 3779 6214 19525 11253 9083 5278 3198 184 443 11703 5645 10411 9384 2221 9626 14416 3076 9912 6758 10519 24466 2540 1712 8402 2409 330 6871 3907 8197 1197 5459 536 2062 4460 2897 1657 1577 831 965 6935 235 339
internal_value=0 0.000356267 -0.000294054 0.000649293 0.000161154 0.000541878 7.95835e-05 -0.000176831 -0.000283223 -0.000239577 -9.52143e-05 -5.95475e-05 7.2578e-05 0.00060513 0.000162702 0.000989084 -0.000153967 -0.000503212 -0.000604151 -0.000691273 -0.000400429 0.00101681 0.000386006 0.000513674 0.000246062 -6.47215e-05 0.000917589 0.000236341 0.000223541 0.000437572 0.000497469 -0.000362392 0.000822653 -0.000766213 -0.000465342 -0.000618025 -0.000171131 5.13495e-05 0.00026188 -0.000189752 -0.000220893 -0.000327871 -0.000533113 0.000258491 0.000997934 0.00119835 0.000949572 -0.000503253 -0.00033454 -0.000528421
internal_weight=0 126440 153191 50539 75901 38400 55696 98171 42617 39085 55554 51134 23412 34014 41077 12139 14619 55020 27759 22114 27261 11955 20205 23946 12159 16126 9734 10579 33123 18668 16128 22959 10068 3532 14557 7686 27722 4386 29925 14176 13640 9419 4959 2854 5782 3373 2542 17877 1532 1297
internal_count=279631 126440 153191 50539 75901 38400 55696 98171 42617 39085 55554 51134 23412 34014 41077 12139 14619 55020 27759 22114 27261 11955 20205 23946 12159 16126 9734 10579 33123 18668 16128 22959 10068 3532 14557 7686 27722 4386 29925 14176 13640 9419 4959 2854 5782 3373 2542 17877 1532 1297
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=51
num_cat=0
split_feature=0 0 0 12 0 12 6 6 0 0 0 6 3 5 1 9 10 10 10 9 4 2 6 10 4 1 3 6 5 3 12 6 10 3 4 12 12 8 5 4 9 10 1 4 8 5 6 9 10 10
split_gain=10.5855 2.7025 1.26414 0.555543 0.509391 0.430899 0.346981 0.34621 0.274784 0.2497 0.245743 0.239782 0.239597 0.231925 0.230788 0.263909 0.703862 0.207129 0.230603 0.216349 0.179478 0.271195 0.180541 0.178573 0.177537 0.174046 0.171998 0.195686 0.171558 0.166478 0.165173 0.162345 0.15438 0.1534 0.150823 0.150597 0.130518 0.129688 0.129598 0.126395 0.124738 0.156127 0.171111 0.124724 0.119937 0.155241 0.116761 0.113686 0.136034 0.160709
threshold=825.38287943763555 609.82087228127716 1095.150540518749 4.5000000000000009 502.78065897777708 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1289.0088005912796 696.63337346559217 989.51400485044212 1.5000000000000002 26.500000000000004 4.5000000000000009 1820.9047752929355 2.5000000000000004 0.56330128205128216 0.913664596273292 0.38585607940446659 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 0.71240601503759404 1.5000000000000002 3241.4713401430272 35.500000000000007 3.5000000000000004 6.5000000000000009 12.500000000000002 1.5000000000000002 2.5000000000000004 0.077935222672064791 42.500000000000007 4.5000000000000009 1.5000000000000002 8.5000000000000018 5.5000000000000009 4.5000000000000009 5.5000000000000009 2.5000000000000004 0.65450928381962881 2469.2009762718558 4.5000000000000009 3.5000000000000004 7.5000000000000009 2.5000000000000004 2.5000000000000004 0.27149877149877155 0.91779279279279291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 20 7 13 9 11 -3 26 28 14 17 24 16 -16 18 19 -2 21 23 -23 -1 -9 -13 27 35 36 -26 34 -18 -5 -12 -6 -8 47 -30 -11 -10 41 42 -37 -34 45 -15 -45 48 -4 -50
right_child=2 5 8 32 30 -7 10 12 39 38 33 25 -14 44 15 -17 31 -19 -20 -21 -22 22 -24 -25 29 -27 -28 -29 37 -31 -32 -33 43 -35 -36 40 -38 -39 -40 -41 -42 -43 -44 46 -46 -47 -48 -49 49 -51
leaf_value=-0.00017164992693059804 0.00014950789650570794 2.7938408518111275e-05 0.00020038679671709398 -0.00037582560996802383 -0.00025247568477281018 -0.00021868200321234347 0.00051953718866428551 -0.00043071549668363435 0.00071950717986398209 0.00024174341151458583 0.00056883192988817059 0.00071940321867806521 0.00059564746392096841 0.0011366403545730022 -0.00075304463862371426 2.014063238771633e-05 0.00020478568625529605 0.00029957808142653419 0.00097916848214096635 0.00088134488417629408 -0.000199962100493948 -0.00083044774548346229 -0.00051462333004041608 -0.00051010117352695528 -8.072332785151157e-05 0.00017995305703803979 0.0015199172035518531 -0.00016377001420678553 0.0019287780704307367 0.00019043077132918973 -0.00036595316082463613 -0.00046147307707365822 -0.0001332097844159765 0.0045715036297527458 4.0746818069484989e-05 0.00017434896962544434 -0.00069206718294213614 0.00052080456022288201 0.00067821721433057591 0.001340083205964173 0.00048278047066617605 0.00029264680593216923 -0.0004464259590150086 0.00035152880641141934 0.0006149814108429454 0.0026889279017452508 -0.0002091276364108951 0.0013673432545477369 0.0012205031904781855 0.00064889239504851179
leaf_weight=5391 2477 19079 842 1706 22850 20147 6056 1971 1082 15719 9083 3869 1374 1693 5654 7410 4014 5031 3992 1705 4158 9812 8398 14066 10609 2437 274 2444 664 12136 29053 1184 2910 24 5427 2688 136 217 1907 3395 3584 7080 1891 5606 1042 178 1113 992 2106 2955
leaf_count=5391 2477 19079 842 1706 22850 20147 6056 1971 1082 15719 9083 3869 1374 1693 5654 7410 4014 5031 3992 1705 4158 9812 8398 14066 10609 2437 274 2444 664 12136 29053 1184 2910 24 5427 2688 136 217 1907 3395 3584 7080 1891 5606 1042 178 1113 992 2106 2955
internal_value=0 -0.000193503 0.000489077 0.000378156 -0.000379023 -1.17398e-05 0.000450803 3.96964e-05 0.000848494 0.000153286 0.000358218 0.000740927 -5.43086e-05 0.000641073 -7.50876e-05 -0.000209881 -0.000366945 0.000551991 0.000707348 0.000447878 -0.000511705 -0.000546117 -0.000684797 -0.000416326 2.45078e-05 0.000510929 0.000274356 0.000259982 0.00092424 6.39558e-05 -0.000282225 5.30253e-05 6.25595e-05 0.00057938 -0.0001962 0.000308606 0.000841824 0.00158198 0.000288967 0.0011901 0.000224804 0.000145501 -8.20139e-05 0.00014023 0.00104489 0.00128432 0.000258656 0.000872079 0.00078885 0.000886753
internal_weight=0 200359 79272 60577 99155 101204 49242 81057 18695 36705 33124 14218 44352 16118 42978 18262 10852 13205 8174 4182 41825 37667 18210 19457 24716 6306 24017 23743 7912 22745 57330 5198 11335 9107 28277 21299 7031 881 17626 4477 15243 11659 4579 9629 2913 1871 6719 6895 5903 5061
internal_count=279631 200359 79272 60577 99155 101204 49242 81057 18695 36705 33124 14218 44352 16118 42978 18262 10852 13205 8174 4182 41825 37667 18210 19457 24716 6306 24017 23743 7912 22745 57330 5198 11335 9107 28277 21299 7031 881 17626 4477 15243 11659 4579 9629 2913 1871 6719 6895 5903 5061
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=51
num_cat=0
split_feature=0 0 0 10 2 4 12 5 1 4 4 6 4 2 9 10 9 4 4 9 10 9 9 5 8 1 9 4 1 4 1 10 5 10 5 4 5 8 10 9 2 9 5 9 10 5 3 5 8 0
split_gain=9.59253 1.95736 1.58174 0.550559 0.531061 0.460617 0.377647 0.354837 0.376283 0.41272 0.338116 0.313136 0.285382 0.335516 0.281172 0.329337 0.275262 0.2619 0.255702 0.250684 0.722402 0.250151 0.225142 0.222481 0.253008 0.24905 0.217559 0.214485 0.207707 0.205828 0.204844 0.204441 0.204419 0.202314 0.193925 0.191707 0.179893 0.202399 0.173212 0.169037 0.169476 0.201532 0.167827 0.164455 0.162578 0.161463 0.157757 0.150001 0.141059 0.136929
threshold=745.01798143964209 983.43194644661196 559.80756794594708 0.17445652173913045 2.5000000000000004 6.5000000000000009 1.5000000000000002 6.5000000000000009 1670.9124033635953 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.45584415584415588 2.5000000000000004 9.5000000000000018 6.5000000000000009 2.5000000000000004 0.55718954248366026 1.5000000000000002 2.5000000000000004 4.5000000000000009 2.5000000000000004 1487.7388556757253 1.5000000000000002 8.5000000000000018 2228.9969941234554 6.5000000000000009 2228.9969941234554 0.34891304347826091 3.5000000000000004 0.90121951219512209 1.5000000000000002 3.5000000000000004 10.500000000000002 4.5000000000000009 0.6198686371100165 4.5000000000000009 3.5000000000000004 3.5000000000000004 6.5000000000000009 1.5000000000000002 0.6478537360890303 8.5000000000000018 11.500000000000002 4.5000000000000009 3.5000000000000004 858.45016876509555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 16 5 23 33 8 10 -10 -4 21 13 26 -12 -16 28 22 19 20 -11 29 36 25 -25 -3 -1 49 -2 -8 -18 39 -7 38 -15 -27 -6 -38 -5 40 -19 -42 -33 -34 -21 -35 -17 -32 -9 -13
right_child=1 4 7 6 17 32 11 48 9 18 14 27 -14 34 15 46 30 31 -20 44 -22 -23 -24 24 -26 35 -28 -29 -30 -31 47 42 43 45 -36 -37 37 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0004976739316627963 -5.9934127932365655e-05 0.0016411179901361977 -0.00048766652183954802 0.00051603536504941916 -0.00013375329863661814 0.00092427344307643836 6.7703813197287231e-05 0.00098253825306413348 -0.00084824508334356184 -0.00069079738461554736 -0.00011261127892219923 -5.947339874010216e-05 -0.00028208830501048941 -0.00082305353346152205 -1.5526762302424875e-05 0.00017937183381873975 0.00049350433055690289 0.00052203533917146534 6.5778734444086744e-05 -6.6127474067071351e-05 -2.2075487057897826e-05 0.00053737469039975589 0.00058392834550131413 0.001377258172437508 0.00065597841211330636 -1.0641802692191954e-05 -0.00021757496704112955 0.00056295085648959192 -0.00058968365711159639 0.00090345642781377862 -0.00019454394322205426 0.00074866992923852162 0.0011810268666922813 0.00029559868213551143 -0.0004827501762867963 0.00056776653032628987 0.002427921755315155 0.00016968225399947487 0.0010429888732025679 0.0047198694847611486 -0.0014731285990701407 0.0014279461505651994 0.0017706396447743564 0.0020289734234157832 -0.00089067590538129062 0.0015323709021433035 0.00060792738581564221 0.000361016955470968 0.00014069387327563277 0.00018370367448000458
leaf_weight=17681 5208 491 3833 4315 4062 5225 6814 978 2577 9041 26692 12312 25460 9193 15499 4859 2979 710 7562 13279 7299 10083 2243 1921 3312 1643 11404 2281 2870 826 3851 1544 1672 7914 7687 11184 149 297 2442 20 269 77 543 869 626 273 3848 1775 1013 10926
leaf_count=17681 5208 491 3833 4315 4062 5225 6814 978 2577 9041 26692 12312 25460 9193 15499 4859 2979 710 7562 13279 7299 10083 2243 1921 3312 1643 11404 2281 2870 826 3851 1544 1672 7914 7687 11184 149 297 2442 20 269 77 543 869 626 273 3848 1775 1013 10926
internal_value=0 0.000360684 -0.000237772 0.000214689 0.000662373 0.000779865 0.000287291 -0.000106401 -0.00012023 -0.000236005 -3.48034e-05 0.000212408 -0.000416378 -0.000490761 -6.99384e-07 0.000122706 -3.8528e-05 0.000350487 -0.000194273 -0.000259292 -0.000392083 0.000373861 0.000174582 0.000644522 0.000920755 0.000535982 -0.000387849 0.000100278 -0.000248147 0.000158061 0.000158253 0.000725933 0.00110317 0.000503973 -0.000668082 0.000493679 -2.90927e-05 0.000924117 0.000706478 0.000166099 7.98536e-05 -0.000827514 0.00101457 0.00147102 -0.000103248 0.00033684 0.000368769 -1.92648e-05 0.000554217 5.48631e-05
internal_weight=0 111100 168531 74869 36231 26317 58186 97106 95115 40384 54731 43242 71425 45965 50898 24206 16683 9914 37807 30245 16340 17723 6751 18551 5233 13318 29085 25519 8078 7640 8605 3163 7766 14944 16880 12827 4508 446 6757 1076 1056 346 2087 2541 13905 8187 8707 5626 1991 23238
internal_count=279631 111100 168531 74869 36231 26317 58186 97106 95115 40384 54731 43242 71425 45965 50898 24206 16683 9914 37807 30245 16340 17723 6751 18551 5233 13318 29085 25519 8078 7640 8605 3163 7766 14944 16880 12827 4508 446 6757 1076 1056 346 2087 2541 13905 8187 8707 5626 1991 23238
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=51
num_cat=0
split_feature=0 0 0 12 0 12 6 6 5 8 4 0 12 5 9 1 4 2 3 4 3 6 2 6 4 4 1 9 10 4 12 8 1 10 5 2 4 8 5 10 10 13 9 1 1 4 10 2 5 10
split_gain=8.69678 2.41504 0.894266 0.498409 0.494738 0.427343 0.330735 0.313012 0.326066 0.487029 0.304893 0.233045 0.229548 0.213864 0.213084 0.244394 0.2811 0.20391 0.198164 0.188523 0.185778 0.172895 0.165783 0.200955 0.162308 0.154495 0.178061 0.163288 0.511088 0.14863 0.147646 0.146722 0.1458 0.145734 0.141984 0.140887 0.14069 0.140068 0.139177 0.137499 0.252262 0.167618 0.139493 0.137473 0.136937 0.140126 0.134302 0.132041 0.131556 0.131268
threshold=845.0925897907822 623.97869829977878 1104.0542682349771 5.5000000000000009 524.6149202379321 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 1364.7041533538422 6.5000000000000009 9.5000000000000018 2.5000000000000004 2519.2547660210666 6.5000000000000009 3.5000000000000004 29.500000000000004 2.5000000000000004 40.500000000000007 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1863.9377009148143 2.5000000000000004 0.56330128205128216 7.5000000000000009 2.5000000000000004 1.5000000000000002 2519.2547660210666 0.65058139534883741 3.5000000000000004 3.5000000000000004 5.5000000000000009 2.5000000000000004 6.5000000000000009 0.92724867724867732 0.33666666666666673 0.25265957446808512 2.5000000000000004 1245.6888321467343 1091.0842915220094 3.5000000000000004 0.74133811230585434 2.5000000000000004 6.5000000000000009 0.082207207207207214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 19 10 17 8 14 13 34 12 21 31 15 16 44 24 25 47 32 39 -21 -24 -7 -8 -27 28 35 -30 36 -10 -9 -29 43 -28 -6 38 -36 40 42 -42 -4 -3 -2 -46 -17 -1 -43 -16
right_child=2 5 11 -5 30 6 18 20 9 -11 -12 -13 -14 -15 49 46 -18 -19 -20 22 -22 -23 23 -25 -26 26 27 33 29 -31 -32 -33 -34 -35 37 -37 -38 -39 -40 -41 41 48 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00047901377170600599 0.0015121238125671841 0.002783251281686841 0.00038433802220176855 -8.8308911618357986e-05 -0.00020518889326393952 -0.00018802902180624446 -0.00069417963825556663 0.00035000566651558168 0.0014255379445611465 0.00029222880165529489 0.00035847344543617438 0.0012587891882177799 0.00010385962099563185 0.0029440070462976487 0.00033011874043698832 -0.00031804828742859192 0.00080310249060377482 -0.00045941912441008735 0.00046713851803633591 -0.00024369959681623551 0.0021807635514084146 0.00046117587607342678 -0.00060044992711416189 -0.00029029863559100488 0.00013569591155126234 -5.9701767463404524e-06 -0.0007382673249545931 -6.4768228117447377e-05 -0.00012462596102826923 0.00069067535976877887 -0.00036517485545254356 0.00083049424420305945 -7.6092971230894634e-05 -0.00088534293435596403 0.00039794352157082933 0.0013007024300540529 0.00012049769536157504 1.5615062019716337e-05 0.0015834283835911495 0.00067468437491024331 0.0010504225431993322 0.0015920396970576269 0.0011508763348565948 -4.8033632748215395e-05 2.1011578202751018e-05 0.00037031891422753446 0.00035865095800510766 -0.00077518120775852697 0.0031387899267267846 0.00082179741467833115
leaf_weight=11538 238 43 1622 5321 36626 4555 1436 3596 1399 3662 12186 2228 1411 143 1997 2020 3576 1808 1200 14523 110 3374 11790 9376 25820 11546 5694 10011 4565 637 13807 3992 4545 572 2331 86 3646 2823 277 4820 2026 1058 936 14581 3528 15419 1151 5585 158 4239
leaf_count=11538 238 43 1622 5321 36626 4555 1436 3596 1399 3662 12186 2228 1411 143 1997 2020 3576 1808 1200 14523 110 3374 11790 9376 25820 11546 5694 10011 4565 637 13807 3992 4545 572 2331 86 3646 2823 277 4820 2026 1058 936 14581 3528 15419 1151 5585 158 4239
internal_value=0 -0.000165075 0.000471011 0.000371571 -0.000330379 1.13178e-05 -5.98299e-05 0.000420891 0.000476981 0.000739538 0.000161222 0.00078082 0.000711692 0.00103554 0.000401923 0.000338817 0.00039611 5.64449e-05 -0.000164512 -0.000439231 0.0001397 0.000772979 -0.000373796 -0.000463061 8.71505e-05 -0.000186453 -0.000164433 -0.000249274 -0.000384337 -2.47899e-05 -0.000224077 0.000984912 0.000112121 -0.000109119 4.13662e-05 -0.00070793 -0.000175703 0.000259675 0.000523856 0.000872039 0.00103605 0.00132895 0.000664823 -3.97086e-05 0.000320248 0.000305277 -7.2422e-05 -0.000575615 0.00179302 0.000664344
internal_weight=0 207062 72569 54936 106891 100171 67930 49615 41364 9196 32241 17633 15405 5534 32168 25932 22761 32183 35747 52812 8251 13994 35689 21166 30375 34547 33111 21565 10982 5202 54079 5391 8141 10583 20055 5780 40272 5431 2608 10620 5800 3242 2558 14624 19185 18947 3171 17123 1216 6236
internal_count=279631 207062 72569 54936 106891 100171 67930 49615 41364 9196 32241 17633 15405 5534 32168 25932 22761 32183 35747 52812 8251 13994 35689 21166 30375 34547 33111 21565 10982 5202 54079 5391 8141 10583 20055 5780 40272 5431 2608 10620 5800 3242 2558 14624 19185 18947 3171 17123 1216 6236
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=51
num_cat=0
split_feature=0 0 0 0 12 10 6 9 9 12 4 1 5 9 10 4 1 1 6 5 1 10 12 9 10 10 4 2 5 8 9 6 5 8 4 5 4 1 9 1 12 10 13 4 3 5 9 10 10 8
split_gain=7.90552 1.99191 0.982149 0.51349 0.437314 0.428133 0.353175 0.294293 0.285748 0.33335 0.278727 0.305472 0.285752 0.262155 0.387739 0.241479 0.222122 0.216317 0.208591 0.206929 0.202593 0.200547 0.194326 0.192058 0.191364 0.184541 0.181903 0.229196 0.176451 0.17042 0.159307 0.15424 0.154141 0.153995 0.153976 0.149805 0.146337 0.14618 0.145246 0.224467 0.145118 0.138367 0.136189 0.134427 0.129882 0.129578 0.126657 0.463256 0.16766 0.126559
threshold=710.35227943193206 920.13071123443217 529.02724129296462 1264.1367493995072 5.5000000000000009 0.18274582560296851 1.5000000000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 1583.7260454252853 2.5000000000000004 2.5000000000000004 0.28388278388278393 6.5000000000000009 898.5532874204041 1583.7260454252853 5.5000000000000009 2.5000000000000004 2128.0092764220458 0.6984848484848486 2.5000000000000004 1.5000000000000002 0.53452380952380962 0.9104278074866311 3.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 2846.3956359091098 2.5000000000000004 2128.0092764220458 3.5000000000000004 0.29478609625668456 0.21132376395534294 5.5000000000000009 20.500000000000004 3.5000000000000004 2.5000000000000004 0.3816526610644258 0.6198686371100165 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 26 4 13 7 8 20 15 21 17 23 46 14 -3 16 -7 -4 19 -15 -2 38 25 -12 -25 31 27 30 36 -14 -1 45 -23 -30 -24 -29 -18 -22 39 -10 -9 -6 -8 -43 -19 -16 47 -13 -48 -36
right_child=1 3 10 -5 41 6 42 40 9 -11 11 12 29 18 22 -17 28 44 -20 -21 37 32 34 24 -26 -27 -28 35 33 -31 -32 -33 -34 -35 49 -37 -38 -39 -40 -41 -42 43 -44 -45 -46 -47 48 -49 -50 -51
leaf_value=-0.00047915175839847117 -0.00010570973409528161 9.4784771677651472e-05 -0.0002373155604744447 0.0009878466719759958 -0.00029178666004234303 0.0029047817639682397 -0.00016516343857162166 0.00027162722282878172 0.00044250738463312594 0.00011696750473064852 -0.00010065933892807738 -0.00078590074855633451 0.00016679010354999098 0.00052848193461428139 0.00085902982737351505 0.00068042396346863028 -0.00039732218836652331 -0.00076507512907929786 -0.00070611780835142825 0.0010888504866833743 -0.00064436129865471899 0.00052516138401491233 -0.00033504980021767795 1.2176080686435699e-05 0.00038267086372640864 0.00055690248219667469 -0.00028343335425278529 -0.00076945617451135129 0.0020014571717291477 -0.00016942942622273117 -0.0002025653790794604 0.0003445005877708535 0.0011149357951686369 0.00040964525271240172 0.00055024227247620007 -0.00044442229510261561 7.2303336806757508e-05 0.0020802030275808648 0.00068230398075659463 -0.00017619175355063624 -0.00012652903295242774 -0.00012826666212454517 0.0001303003400595389 0.00048815328217994918 0.0002827850936975743 0.0014754459756985173 -0.00014671354459145258 -0.00015525261451205472 -0.0010261030104394429 0.0001979208535909093
leaf_weight=13885 5579 5521 17331 5554 1846 69 7278 5715 5981 7620 21340 5144 6143 2772 2138 1805 1872 3184 219 4061 3198 2340 626 11204 5059 7836 18308 8323 177 9752 8329 821 2104 1073 10710 6175 14564 50 3381 1942 3817 1485 8403 2187 326 1418 10338 6711 572 3345
leaf_count=13885 5579 5521 17331 5554 1846 69 7278 5715 5981 7620 21340 5144 6143 2772 2138 1805 1872 3184 219 4061 3198 2340 626 11204 5059 7836 18308 8323 177 9752 8329 821 2104 1073 10710 6175 14564 50 3381 1942 3817 1485 8403 2187 326 1418 10338 6711 572 3345
internal_value=0 0.000290385 -0.000243394 0.000534267 0.000478267 0.000130246 0.000196247 -8.04523e-05 0.000270429 0.000388452 -0.000147763 -0.000103479 -0.000202171 0.000536558 0.000476453 0.00012943 7.34146e-05 -0.000309809 0.000812838 0.000861521 -0.00028848 0.000519815 0.000554804 -2.0136e-06 0.000127427 0.000702163 -0.000412173 -0.000476375 6.23683e-05 -3.94894e-05 -0.000375447 0.000962217 0.000804389 0.000635046 0.000432218 -0.000631017 1.88147e-05 -0.000602419 0.000407939 0.000290859 0.000112189 6.13405e-05 -6.83284e-06 0.000238866 -0.000667752 0.00110483 -0.000315758 -0.000428897 -0.000192819 0.000466392
internal_weight=0 127507 152124 50539 44985 76968 58609 18359 42928 23368 97104 76263 38660 39467 32415 19560 17755 20841 7052 6833 8827 15748 26894 37603 16263 12213 55020 36712 17686 15895 22214 4377 4444 1250 14681 14498 16436 3248 11304 7923 9532 5518 15681 3672 3510 3556 22765 11855 10910 14055
internal_count=279631 127507 152124 50539 44985 76968 58609 18359 42928 23368 97104 76263 38660 39467 32415 19560 17755 20841 7052 6833 8827 15748 26894 37603 16263 12213 55020 36712 17686 15895 22214 4377 4444 1250 14681 14498 16436 3248 11304 7923 9532 5518 15681 3672 3510 3556 22765 11855 10910 14055
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=51
num_cat=0
split_feature=0 0 0 6 2 5 2 4 4 8 12 4 4 4 2 4 9 9 10 4 9 5 8 5 4 5 4 5 9 10 3 1 10 9 5 8 5 8 5 0 9 3 10 1 3 2 9 10 1 4
split_gain=7.14826 1.59331 1.06111 0.401645 0.377213 0.358102 0.459156 0.390848 0.389533 0.337566 0.327417 0.312541 0.277782 0.257087 0.287495 0.25542 0.212224 0.208976 0.249367 0.208622 0.206473 0.199423 0.23294 0.19698 0.170768 0.184156 0.170112 0.165889 0.165362 0.174102 0.164642 0.190812 0.162876 0.161784 0.1588 0.213355 0.151385 0.169623 0.190841 0.147466 0.161287 0.208234 0.168413 0.170356 0.145247 0.140555 0.207248 0.155417 0.140238 0.160572
threshold=798.01459575955221 573.84040507662701 1033.4556649327824 2.5000000000000004 2.5000000000000004 5.5000000000000009 2.5000000000000004 3.5000000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 7.5000000000000009 1.5000000000000002 3.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 0.21132376395534294 6.5000000000000009 1.5000000000000002 5.5000000000000009 3.5000000000000004 1.5000000000000002 5.5000000000000009 6.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 0.33012820512820518 38.500000000000007 2377.2264031740556 0.92052631578947375 1.5000000000000002 1.5000000000000002 1.5000000000000002 3.5000000000000004 2.5000000000000004 6.5000000000000009 880.4064522592422 2.5000000000000004 30.500000000000004 0.57359307359307377 2627.3186063900753 27.500000000000004 3.5000000000000004 2.5000000000000004 0.087595907928388769 1379.8125525987941 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 10 11 6 8 -8 12 -7 15 21 -3 14 20 36 -10 -14 -19 34 -1 32 33 -20 -6 45 -12 -16 29 -27 31 -5 48 -23 -9 -36 -2 38 -38 -28 41 42 43 -41 -33 46 -26 -48 -4 -50
right_child=2 5 4 30 24 9 7 19 16 -11 26 -13 17 -15 27 -17 -18 18 23 -21 -22 22 -24 -25 25 28 39 -29 -30 -31 -32 44 -34 -35 35 -37 37 -39 -40 40 -42 -43 -44 -45 -46 -47 47 -49 49 -51
leaf_value=-0.00042685679804543852 0.00020152992917586571 -0.00046174403171589796 0.0017000587339418252 0.000227174335691565 -0.0002993567740802428 0.00086895034814151026 -0.00054443455501655105 -0.00038166455024260082 0.00011362105470815571 5.9603907194677512e-05 -0.00026709216772647927 0.0011884740282433292 -0.00012195510628054856 -0.000226165605055737 -0.00066057008839215988 0.00066541747319092759 0.00055759271234913572 -9.3895317337915556e-05 5.091840124625551e-05 6.2874293628820553e-05 -0.00016852728622184318 0.0010643385336130385 0.00058883328002084861 0.00042814695498724148 8.923608563929173e-05 -6.7662094640784921e-06 9.0542587142386307e-05 -0.00030522309987177348 0.0029368800007928673 0.0010496249436115219 0.0015639991126963884 -0.00044704212393488957 0.00038685445239360875 0.0021263764486989852 4.3510769851224973e-05 -0.00030384256884119937 0.00069545459795247765 0.00027891940161691873 0.0021676020699903475 0.00021986829294677276 0.00058923641718041265 0.0021598336524840454 0.0003472934449445855 -0.00044360889536302402 6.0266165106428463e-05 -0.00075253511361711466 -0.00039250561949983118 0.0011982854806412947 -6.3860777882211148e-05 0.00075543335996882842
leaf_weight=19436 9440 3705 354 3352 981 1945 6827 8629 7344 3816 1856 3221 22521 29067 13503 8537 4249 10569 7356 9959 12848 997 1612 6535 2819 569 11382 4340 88 1240 156 3549 6473 560 9382 8360 2170 2932 245 2325 4267 138 7375 1657 2342 337 187 858 658 6563
leaf_count=19436 9440 3705 354 3352 981 1945 6827 8629 7344 3816 1856 3221 22521 29067 13503 8537 4249 10569 7356 9959 12848 997 1612 6535 2819 569 11382 4340 88 1240 156 3549 6473 560 9382 8360 2170 2932 245 2325 4267 138 7375 1657 2342 337 187 858 658 6563
internal_value=0 -0.000173075 0.00036925 0.000254131 0.000627472 -5.10083e-05 -7.19823e-05 -0.000197326 1.48758e-05 0.000332851 0.000308189 0.000736423 -4.49275e-05 -0.00034447 -0.00041307 0.000447655 0.000276343 -1.20567e-05 8.91299e-05 -0.000132098 -0.00032405 0.000651852 0.00101013 0.000228385 0.000312918 0.000411416 0.00019602 -0.000574138 0.000820311 0.000717349 -4.68068e-05 -7.39934e-05 0.000571029 0.00144632 -0.000205729 -0.000120162 0.000321934 0.000534504 0.000844803 0.000227686 0.000326719 0.000229272 0.000205813 -5.62195e-05 -0.000245359 0.000226775 0.000312186 0.000913618 0.000728411 0.000680777
internal_weight=0 190391 89240 61723 27517 111197 105436 43157 62279 5761 52324 20438 50686 79194 50127 23324 11593 46981 24460 36330 32284 17217 3169 13891 7079 6098 29000 17843 1897 1809 9399 9243 14048 1557 26371 17742 14787 5347 2415 27144 15762 11495 11357 3982 5891 4201 3864 1045 7575 7221
internal_count=279631 190391 89240 61723 27517 111197 105436 43157 62279 5761 52324 20438 50686 79194 50127 23324 11593 46981 24460 36330 32284 17217 3169 13891 7079 6098 29000 17843 1897 1809 9399 9243 14048 1557 26371 17742 14787 5347 2415 27144 15762 11495 11357 3982 5891 4201 3864 1045 7575 7221
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=51
num_cat=0
split_feature=0 0 0 0 10 12 12 9 13 6 9 1 4 1 10 3 9 4 5 4 0 1 5 8 9 10 4 12 4 5 9 10 1 1 2 6 6 5 10 1 3 13 9 4 4 6 4 1 3 3
split_gain=6.47015 1.63701 0.809143 0.411291 0.398695 0.36389 0.310968 0.292939 0.259203 0.235696 0.221485 0.265187 0.202408 0.19279 0.179806 0.175809 0.175009 0.215736 0.173803 0.169166 0.166634 0.163175 0.159194 0.23558 0.156834 0.153955 0.153137 0.15207 0.152045 0.150266 0.148036 0.311695 0.145657 0.14438 0.137129 0.135345 0.133136 0.168066 0.13268 0.131967 0.142111 0.131963 0.127674 0.126264 0.124147 0.129899 0.124581 0.122689 0.119771 0.118042
threshold=710.35227943193206 933.44303385326884 529.02724129296462 1242.5784396434321 0.19756097560975613 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.53452380952380962 1.5000000000000002 2.5000000000000004 2790.319728588885 2.5000000000000004 1863.9377009148143 0.90550595238095244 18.500000000000004 1.5000000000000002 7.5000000000000009 6.5000000000000009 9.5000000000000018 371.21279892533875 2128.0092764220458 8.5000000000000018 4.5000000000000009 3.5000000000000004 0.6198686371100165 2.5000000000000004 7.5000000000000009 8.5000000000000018 8.5000000000000018 1.5000000000000002 0.43050193050193059 2969.5094685919271 1583.7260454252853 3.5000000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 0.9104278074866311 1583.7260454252853 24.500000000000004 0.12060606060606062 1.5000000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 11.500000000000002 2846.3956359091098 40.500000000000007 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 20 5 7 10 14 13 12 16 11 15 33 -2 25 -3 17 -8 -10 -11 -1 -9 28 -24 32 -6 -22 44 -13 -16 -17 -32 -23 -4 43 -33 37 -12 39 42 -41 -18 -14 -5 -7 46 -46 -15 -25 -34
right_child=1 3 8 34 6 27 9 21 18 19 36 22 38 47 29 30 41 -19 -20 -21 26 24 23 48 -26 -27 -28 -29 -30 -31 31 35 49 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00080015408691936447 -9.9367833728514177e-05 0.0003799325698717361 -0.00027294581500181091 0.0005172014080947995 0.00037909688906568543 -7.6128703853373778e-05 8.8953714466608834e-06 0.00041258941409202374 -2.3174431283160683e-05 -0.00012553224790427066 0.00061694075622965915 -0.00029207530742737694 -0.00019893782861179511 -0.00060671853890117468 0.00019120476078685693 0.00052539305984411098 0.00012147516059905907 0.00098040554418686436 0.0008201784381049221 0.00086051656637576928 -0.00047870962426155159 -2.8113519061006003e-05 0.0018344319918404657 -0.00016622455188731932 0.00032253659380196724 0.00084535602007706687 -0.0002967531204627051 -0.00033359800469356064 0.00035337839249734593 0.0014717651700769413 0.00047492013310772004 0.0015964470938193453 -0.00083226694707446564 -0.00066944967657914202 -0.0015597538434466798 0.00075047696804272956 -0.00050598097760761764 0.0011997395246790938 8.2686549610655382e-05 -0.00025912469803409527 0.00025252921918540375 0.00039163024449168408 5.8500631701431533e-05 0.0010134671142968102 0.00041817129910790094 -0.00011436188484354807 0.0015774068224822795 0.0017527950544068258 0.0031018830083000166 0.0010092601974151635
leaf_weight=2196 5964 9993 11809 1743 4806 2193 13345 3173 27099 10375 2928 2188 9342 3404 9104 7001 7509 597 625 454 17097 3647 309 428 2275 2803 35727 1313 1565 235 2177 1461 1036 2850 58 699 184 2142 5921 28091 1426 11357 9941 4843 4622 1151 244 56 30 95
leaf_count=2196 5964 9993 11809 1743 4806 2193 13345 3173 27099 10375 2928 2188 9342 3404 9104 7001 7509 597 625 454 17097 3647 309 428 2275 2803 35727 1313 1565 235 2177 1461 1036 2850 58 699 184 2142 5921 28091 1426 11357 9941 4843 4622 1151 244 56 30 95
internal_value=0 0.000262704 -0.000220193 0.000496108 0.000125189 0.000436467 0.000188665 -7.05193e-05 -0.000133391 0.000118069 0.000519264 0.000459114 -0.000185031 -0.00027162 0.000370431 0.000532832 0.00018483 5.04957e-05 -4.16218e-06 -8.41927e-05 -0.000373387 0.000114809 0.000111223 0.000767603 -1.91561e-05 0.000550857 -0.000355645 0.000166028 -2.29213e-05 0.000223428 0.000667593 0.000897139 -0.00018185 -0.000350034 0.000860812 0.00132268 0.000815216 0.000863165 -0.000140829 -0.000167949 -0.000234406 0.000284104 -6.62201e-05 0.000882129 0.000245931 0.000363311 0.0004763 -0.00056853 4.78436e-05 -0.000677585
internal_weight=0 127507 152124 47272 80235 40628 60585 19650 97104 43637 31105 25851 69380 9424 16948 21331 32808 13942 27724 10829 55020 10226 4520 767 7053 7609 52824 9523 3753 9339 11338 4337 4778 14659 6644 2160 5254 5070 54721 48800 29517 18866 19283 6586 8210 6017 4866 3460 458 1131
internal_count=279631 127507 152124 47272 80235 40628 60585 19650 97104 43637 31105 25851 69380 9424 16948 21331 32808 13942 27724 10829 55020 10226 4520 767 7053 7609 52824 9523 3753 9339 11338 4337 4778 14659 6644 2160 5254 5070 54721 48800 29517 18866 19283 6586 8210 6017 4866 3460 458 1131
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=51
num_cat=0
split_feature=0 0 0 6 13 12 0 5 12 5 6 4 1 5 4 0 7 6 9 10 10 3 10 10 9 5 8 5 10 10 1 4 3 9 8 3 10 8 9 4 12 8 4 10 4 1 9 1 9 5
split_gain=5.89299 1.59894 0.635384 0.380881 0.358635 0.353183 0.321955 0.227904 0.195479 0.195109 0.188942 0.172185 0.193558 0.180745 0.17714 0.171839 0.169717 0.167647 0.164318 0.440237 0.238779 0.163741 0.1614 0.268041 0.19614 0.156678 0.159793 0.236908 0.156358 0.176934 0.202003 0.177763 0.147299 0.144295 0.142417 0.138697 0.132649 0.131901 0.131438 0.127891 0.12262 0.119938 0.116869 0.116497 0.115485 0.159984 0.115011 0.111809 0.137399 0.109425
threshold=841.89925940917726 617.77985025136707 1113.5670458188422 1.0000000180025095e-35 0.21132376395534294 3.5000000000000004 481.22977250753871 5.5000000000000009 7.5000000000000009 8.5000000000000018 1.5000000000000002 1.5000000000000002 1435.7680077048342 3.5000000000000004 5.5000000000000009 1433.692583700579 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.41042780748663105 0.5270467836257311 43.500000000000007 0.92052631578947375 0.38585607940446659 2.5000000000000004 10.500000000000002 4.5000000000000009 6.5000000000000009 0.21132376395534294 0.87689393939393956 1848.9026265255354 5.5000000000000009 13.500000000000002 1.5000000000000002 6.5000000000000009 29.500000000000004 0.077935222672064791 3.5000000000000004 2.5000000000000004 2.5000000000000004 2.5000000000000004 4.5000000000000009 11.500000000000002 0.17752100840336138 5.5000000000000009 2519.2547660210666 2.5000000000000004 3616.7164640063575 4.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 17 25 39 22 15 10 28 -8 33 14 18 16 40 -3 19 -14 -20 36 23 24 -2 26 27 44 38 30 32 -31 -30 -13 -27 -19 47 49 -6 -1 -4 -11 -38 -35 45 -5 -42 -7 -49 -9
right_child=2 4 8 5 9 21 11 37 -10 41 -12 12 13 -15 -16 -17 -18 35 20 -21 -22 -23 -24 -25 -26 34 -28 -29 29 31 -32 -33 -34 43 -36 -37 42 -39 -40 -41 46 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00054963671147701375 2.8421972921199325e-05 2.3363050792175247e-07 0.00095425102231380438 0.00024289007781983752 -0.0001803564778783279 -0.00023479281629927917 -0.00051506543411110025 0.001110960866043487 -3.3831818910240836e-05 0.0017294342168969858 -8.4791640503057271e-05 -0.00020207774986921021 -0.00085246453286509432 -1.1136776429200013e-05 -8.4372563917739908e-05 0.0013486059328307509 0.00021862842135063196 -0.00021158744786986463 -0.00016829920729018524 -0.00022509031009366887 -0.001004826870377943 0.0030144992944810337 0.00022439976103256533 0.00080447939252251968 0.00063082264246073442 0.0019655581319647933 -0.00018653387702578553 0.00095808927844981602 0.00034505025644144399 -8.3008091735914506e-07 8.1239523745856701e-05 0.00044046111321327736 0.00081239136776180504 -0.00016393097766724464 0.00024190344402299837 0.00047073062156551579 3.3593034883161221e-05 0.00054868832140426201 0.00016580271638782086 -0.00033720446817038502 0.00054416652948405361 0.00027226790096641148 0.0010357765508215561 0.00011859757181520684 0.00042079272233611119 -0.00046431358778715835 0.0010598440755503113 -0.001709040970080205 0.0020514795587924135 0.00234008024872937
leaf_weight=10622 2966 21976 3955 10903 6300 1706 4538 825 965 287 13414 21450 5579 4905 5292 957 1918 23658 8359 5606 950 45 6031 5210 2482 274 1544 1448 6772 13388 5705 2751 2245 6283 213 769 10738 867 4856 21277 7478 278 299 8702 10217 863 1264 242 27 232
leaf_count=10622 2966 21976 3955 10903 6300 1706 4538 825 965 287 13414 21450 5579 4905 5292 957 1918 23658 8359 5606 950 45 6031 5210 2482 274 1544 1448 6772 13388 5705 2751 2245 6283 213 769 10738 867 4856 21277 7478 278 299 8702 10217 863 1264 242 27 232
internal_value=0 -0.000137276 0.000383792 0.000304791 2.82709e-06 0.000215049 -0.000275804 0.000490509 0.000656726 8.80081e-05 7.85853e-05 -0.000216987 -0.000196836 -0.000289345 -0.000342265 0.00069952 0.000657018 -9.99636e-05 -0.000408859 -0.00053802 -0.000253668 3.62389e-06 0.000431104 0.000548071 0.000302864 0.000323469 0.000306149 0.000338615 0.000130744 0.000188735 0.000314086 7.43909e-05 0.000461406 -0.000118911 0.00121168 -0.000190107 -6.78876e-06 0.0010058 -2.96798e-05 -0.000407942 0.00072324 0.00101246 6.07429e-05 1.3732e-07 0.00029781 0.000191019 0.000618728 -0.000384179 -0.00133159 0.00138074
internal_weight=0 205962 73669 57132 102399 38519 103563 18613 16537 55996 55431 71664 67126 30691 25786 15572 14615 46403 20494 11185 9309 13057 16689 10658 5448 25462 24975 23431 42017 30861 14722 16139 9017 36435 487 24427 13012 1924 11156 31899 12697 565 11037 14985 21983 11766 8742 1975 269 1057
internal_count=279631 205962 73669 57132 102399 38519 103563 18613 16537 55996 55431 71664 67126 30691 25786 15572 14615 46403 20494 11185 9309 13057 16689 10658 5448 25462 24975 23431 42017 30861 14722 16139 9017 36435 487 24427 13012 1924 11156 31899 12697 565 11037 14985 21983 11766 8742 1975 269 1057
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=51
num_cat=0
split_feature=0 0 0 6 2 13 5 1 4 4 4 8 4 2 5 4 5 9 5 8 4 9 4 9 10 3 1 2 10 9 9 2 9 4 4 5 8 10 5 8 5 10 6 5 8 5 6 1 4 5
split_gain=5.32762 1.01561 0.941075 0.376162 0.308396 0.305408 0.289447 0.288658 0.315419 0.287118 0.266734 0.239502 0.215189 0.276108 0.214142 0.212366 0.21236 0.197366 0.191785 0.190157 0.177845 0.17338 0.1693 0.168782 0.470417 0.164394 0.165872 0.163908 0.15398 0.240968 0.153843 0.177649 0.151096 0.149903 0.147808 0.152328 0.217164 0.141619 0.139033 0.14967 0.134259 0.129928 0.129181 0.126391 0.124339 0.162818 0.12305 0.121836 0.139239 0.117342
threshold=770.6416952900895 567.96562146599206 1033.4556649327824 1.0000000180025095e-35 2.5000000000000004 0.21807065217391305 5.5000000000000009 1697.8650502057942 3.5000000000000004 3.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 6.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.55718954248366026 36.500000000000007 2299.1146759378844 3.5000000000000004 0.23861283643892342 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 12.500000000000002 3.5000000000000004 4.5000000000000009 1.5000000000000002 0.26138716356107666 5.5000000000000009 2.5000000000000004 8.5000000000000018 0.54415584415584417 2.5000000000000004 10.500000000000002 4.5000000000000009 6.5000000000000009 1.5000000000000002 1379.8125525987941 3.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 14 10 25 7 9 -9 22 40 -8 13 15 -2 -1 -12 -17 -15 -16 23 -11 -3 24 -10 26 -5 -25 30 33 31 -6 -18 38 -28 -36 -37 -7 -30 -40 47 -23 -29 44 45 -39 -14 -4 -49 -21
right_child=2 6 4 5 28 37 11 8 20 21 16 -13 46 18 19 17 32 -19 -20 49 -22 41 -24 27 -26 -27 34 42 29 -31 -32 -33 -34 -35 35 36 -38 43 39 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00060273620251067965 0.00021115158043190135 -0.00042519324867177347 0.0012673595075367167 0.0001092995112304501 -7.9162908167557024e-05 3.9972713698255289e-05 0.00063235855939021012 -0.00048889403896014069 -0.00056789786075368755 9.4611784844600655e-06 0.00063449030198740137 -7.1441671140041798e-05 -0.00016420893845920596 -0.00057567861510906984 0.00074846876016782947 -0.00030175303607996582 0.00085079431802520175 -5.1665173171685664e-05 -0.00030957140449651942 0.00029674178800051174 7.7137066181488584e-05 0.00015799947216924113 -6.4421250843440568e-05 8.8703081831083814e-05 1.6003418821762189e-05 0.0010406494275618931 -0.00075811694483556664 -0.00047317412032175216 -0.00018877852590338845 0.0010359491483007972 0.0011315750513555638 -0.0015519198873755328 0.0014681858757212606 0.0011759046156955603 -0.00023057617352912198 0.0011070683991838241 2.6102090746101251e-06 0.00029810218993658611 0.0011775621415292007 0.00015255151985345118 0.0012255178744935639 0.00054169372900933629 0.00023478200961260035 0.0013785309046260338 -0.00025984471856279381 0.001018866019365193 0.00031991192375149135 -4.1297046267840133e-05 0.00045813984815326787 0.0010687997224262673
leaf_weight=3802 13612 3655 377 11310 1466 6149 2677 6933 7590 14467 7200 2204 9346 15207 4713 21171 2664 12575 12205 7441 8635 7042 29482 7691 6323 365 942 2893 1831 1153 216 238 1578 369 7730 522 3020 14285 488 1318 508 3213 829 278 924 829 1527 1791 6320 527
leaf_count=3802 13612 3655 377 11310 1466 6149 2677 6933 7590 14467 7200 2204 9346 15207 4713 21171 2664 12575 12205 7441 8635 7042 29482 7691 6323 365 942 2893 1831 1153 216 238 1578 369 7730 522 3020 14285 488 1318 508 3213 829 278 924 829 1527 1791 6320 527
internal_value=0 -0.000163045 0.000292133 0.00019781 0.000541153 0.000112121 -6.12988e-05 -7.98761e-05 -0.000181558 -8.00877e-06 0.000639665 0.00031456 -0.000302092 -0.000336551 0.000348878 -0.000248474 0.000799829 -0.000208561 -0.000457196 0.000496715 -0.000118816 0.000120944 -0.000104214 -0.000185627 -0.000302534 -1.23368e-05 -2.8675e-05 -4.31125e-05 0.000256735 0.000398996 -0.000125515 -0.000284865 0.00108046 0.000215669 -0.000156437 -0.000106155 0.000165379 0.000244467 0.000118246 0.00042952 0.000435954 0.000278215 -0.000315491 0.000321535 0.000303213 0.000337636 -9.62192e-05 0.000388699 0.000347859 0.000347805
internal_weight=0 179467 100164 72647 27517 46354 103634 98753 40894 57859 20438 4881 75833 64960 26293 37548 11442 33746 27412 12681 33961 24722 33137 25326 13913 23889 23524 11413 7079 5159 1920 1704 4242 4006 12214 11272 3542 22465 3637 1806 8996 10255 3722 16316 16038 15114 10873 8488 8111 7968
internal_count=279631 179467 100164 72647 27517 46354 103634 98753 40894 57859 20438 4881 75833 64960 26293 37548 11442 33746 27412 12681 33961 24722 33137 25326 13913 23889 23524 11413 7079 5159 1920 1704 4242 4006 12214 11272 3542 22465 3637 1806 8996 10255 3722 16316 16038 15114 10873 8488 8111 7968
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=51
num_cat=0
split_feature=0 0 0 12 0 13 6 13 5 5 4 1 6 4 9 10 10 0 12 3 10 9 10 10 9 10 9 10 1 0 6 10 4 8 5 8 4 9 1 5 4 1 5 8 1 8 4 4 12 10
split_gain=4.85431 1.32965 0.503767 0.354145 0.343819 0.323118 0.249887 0.189202 0.183188 0.178499 0.180239 0.192356 0.171342 0.164977 0.164057 0.412201 0.172726 0.161659 0.18629 0.159627 0.150943 0.197142 0.149421 0.229824 0.149679 0.145022 0.14186 0.139014 0.137469 0.130109 0.124521 0.142258 0.122246 0.121503 0.24489 0.1211 0.120458 0.118616 0.137277 0.112643 0.110703 0.108899 0.108629 0.145013 0.118296 0.103178 0.101141 0.0951345 0.0949493 0.0931259
threshold=845.0925897907822 647.98630327695878 1124.0910823067372 5.5000000000000009 502.78065897777708 0.22361111111111112 1.0000000180025095e-35 0.3133928571428572 5.5000000000000009 4.5000000000000009 1.5000000000000002 1499.7414671454942 1.5000000000000002 5.5000000000000009 2.5000000000000004 0.45584415584415588 0.53452380952380962 1433.692583700579 6.5000000000000009 25.500000000000004 0.22792207792207794 2.5000000000000004 0.92052631578947375 0.38585607940446659 2.5000000000000004 0.12660256410256412 1.5000000000000002 0.17752100840336138 1933.0103717701843 355.87763915758541 1.5000000000000002 0.87689393939393956 5.5000000000000009 3.5000000000000004 5.5000000000000009 1.5000000000000002 4.5000000000000009 2.5000000000000004 3364.5296915318181 13.500000000000002 2.5000000000000004 2627.3186063900753 10.500000000000002 6.5000000000000009 2554.1430983545456 4.5000000000000009 8.5000000000000018 2.5000000000000004 2.5000000000000004 0.92724867724867732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 29 12 8 33 22 10 -6 26 25 14 15 -13 -16 18 37 -14 21 28 23 24 -2 -3 -12 -28 -7 -1 31 41 -33 34 47 -11 -5 38 39 46 -31 -22 44 -44 -9 -10 49 -8 -15 -4
right_child=2 5 17 36 9 20 7 42 45 35 11 13 19 48 16 -17 -18 -19 -20 -21 30 -23 -24 -25 -26 -27 27 -29 -30 40 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00088576565678887594 6.1791304492151672e-05 -0.00022931965012409355 0.00077394484762999792 -0.00048614531087884567 -0.00051173155100810728 -5.8119347394832929e-05 -0.0003402168309950942 0.00046688267934047044 0.0012164100683101906 0.00061720000234674719 -0.00017869920247988338 -0.00072962678876776956 -0.00035454459658889985 8.7849535802801519e-05 -0.00012027802662632039 -0.00015230710076205795 -0.00082458834175737317 0.0011880546229629163 1.7884093380033798e-05 0.00017840407047470599 0.00038761404701427295 0.00018187672951186488 0.00022365576843108074 0.00080206739430680157 0.00062838137013013912 3.4526520111089533e-05 -0.00015835300406767146 0.00013187617139908498 -0.00054154359337670358 -0.00044966165865652203 2.2771925276308529e-06 4.0901233441078303e-05 0.00043265638924105184 -0.00015920519137714234 0.00076965910377089673 -4.7646928402781247e-06 4.299572917810855e-05 0.0010262919626033288 0.00017793541680213732 0.0037536177495173339 -0.0002744978536758588 -0.00035445700686590923 0.0021881281876764999 3.5486292551666383e-05 0.0001308671294932367 0.00035473409437498439 0.0011812681106338509 0.00017266040152020732 -0.00027073173628829137 0.00044155187814995975
leaf_weight=1091 2702 6547 3678 1447 4053 4567 958 9428 1231 1027 22335 6460 7920 4440 9531 5930 958 1105 1425 1708 11307 5911 5610 4598 2050 25465 6996 10057 2169 13483 7943 10489 2458 2671 1721 3289 4190 1579 1916 29 27251 517 190 133 3627 484 771 16092 3160 4934
leaf_count=1091 2702 6547 3678 1447 4053 4567 958 9428 1231 1027 22335 6460 7920 4440 9531 5930 958 1105 1425 1708 11307 5911 5610 4598 2050 25465 6996 10057 2169 13483 7943 10489 2458 2671 1721 3289 4190 1579 1916 29 27251 517 190 133 3627 484 771 16092 3160 4934
internal_value=0 -0.000123329 0.000351897 0.000283419 -0.000231187 2.55133e-05 0.000324606 0.000248385 0.000483769 -0.000169321 -0.00018757 -0.000168766 -7.5058e-05 -0.000263078 -0.000330124 -0.000453315 -0.000184605 0.000605333 0.000560405 -0.00026 0.000117835 -2.88579e-05 0.000427658 0.000550059 0.000306217 -1.94345e-05 -9.57857e-05 1.28095e-05 -0.000213783 -0.00034691 0.000174545 0.000229784 0.000115276 0.000156323 0.00020122 0.000143233 -9.28331e-05 0.000620302 0.000563711 0.000642244 -0.000332477 0.000355167 0.00039594 0.00130175 0.000373529 0.000973232 0.000632627 0.000143843 -6.12448e-05 0.00058351
internal_weight=0 207062 72569 57132 120061 87001 51495 34820 16675 78236 73920 69867 41640 30479 22879 12390 10489 15437 14332 9628 45361 12647 14960 9350 4752 32012 39388 17053 6736 41825 32714 24771 12947 21442 18771 4316 5637 12907 11328 9412 40734 11824 13378 323 13055 1715 9383 17050 7600 8612
internal_count=279631 207062 72569 57132 120061 87001 51495 34820 16675 78236 73920 69867 41640 30479 22879 12390 10489 15437 14332 9628 45361 12647 14960 9350 4752 32012 39388 17053 6736 41825 32714 24771 12947 21442 18771 4316 5637 12907 11328 9412 40734 11824 13378 323 13055 1715 9383 17050 7600 8612
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=51
num_cat=0
split_feature=0 0 0 12 4 2 12 6 6 9 2 5 5 4 5 3 3 9 10 10 12 1 9 10 12 6 9 7 0 7 8 5 12 4 5 11 6 9 9 10 9 4 8 9 10 3 9 9 10 8
split_gain=4.38182 1.21887 0.444084 0.325355 0.323447 0.323601 0.315014 0.225997 0.215801 0.203929 0.186297 0.205315 0.18161 0.181426 0.175366 0.172264 0.16708 0.163458 0.17652 0.162875 0.162499 0.160586 0.199291 0.396104 0.158607 0.153451 0.146853 0.146627 0.145551 0.148934 0.117221 0.196804 0.114368 0.110563 0.10412 0.103889 0.103783 0.103657 0.102253 0.142455 0.188838 0.102082 0.101803 0.100446 0.15855 0.105802 0.104543 0.0990674 0.0977091 0.0952537
threshold=848.41687930959222 647.98630327695878 1113.5670458188422 2.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 42.500000000000007 26.500000000000004 2.5000000000000004 0.3623737373737374 0.41277890466531447 5.5000000000000009 1933.0103717701843 2.5000000000000004 0.56711711711711721 7.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1364.7041533538422 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 7.5000000000000009 4.5000000000000009 0.028445512820512824 3.5000000000000004 4.5000000000000009 2.5000000000000004 0.33012820512820518 1.5000000000000002 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.23606811145510839 24.500000000000004 2.5000000000000004 2.5000000000000004 0.33012820512820518 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 5 9 7 14 43 27 26 -12 -7 -2 38 20 21 18 -14 36 30 41 23 -23 28 33 -6 -1 29 32 31 -10 -4 -25 49 -8 -19 -32 39 -3 -41 -9 -16 45 46 -5 -45 48 -34 -13
right_child=2 6 24 8 10 12 35 16 15 -11 11 34 17 -15 42 -17 -18 19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31 37 -33 47 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.00020532183417449842 0.00029092104784536973 -0.0001386499994090374 0.00083590328979401228 5.972995433171446e-05 -8.3766020391971312e-05 -0.00059457665862363879 -0.0001402365471314204 -0.00032986696393915132 0.00012791787887325002 -9.6500995979434845e-05 -0.00031495507704855759 -1.333063272532847e-05 -0.00078641967650467434 0.00057409733532789661 0.00075907036691132265 0.0026010582919420203 0.00051473249785736802 -2.1966539115382232e-05 -0.00025133540657523143 -0.00069383271689724536 -0.00024120299514955205 -0.00061633985414990058 7.8904410799811325e-05 3.4115502980492855e-05 -5.7119485512404484e-05 -0.00076245707156880906 0.00024033594253168377 -0.00044107580019107234 0.0010022394543903329 0.00011278993823420601 -0.00012970680005314195 0.00072185923438908316 3.9560533848389032e-05 0.00077254360130579139 0.00027550825499761357 -0.0012583914417042426 0.0010316375811443099 0.002207274992906605 0.00035516238525396286 3.3895108483827803e-05 0.00037537402276889478 8.9850871267450482e-05 0.00013368185321837933 -0.00018957048411621016 0.00062230780236873732 0.0011089045442157974 0.00043512900070386164 0.00091852995392294016 0.00052007375571830349 -0.00026915427213040677
leaf_weight=15412 13202 5036 3765 3501 11645 10783 19249 1557 11156 20349 16810 9325 2661 9896 1929 67 1495 3811 3663 921 3645 4704 5814 3424 965 529 4994 11529 1995 1739 4134 1594 1307 595 1942 210 249 48 4559 10646 6533 20825 982 1262 4756 258 1427 1214 5552 5967
leaf_count=15412 13202 5036 3765 3501 11645 10783 19249 1557 11156 20349 16810 9325 2661 9896 1929 67 1495 3811 3663 921 3645 4704 5814 3424 965 529 4994 11529 1995 1739 4134 1594 1307 595 1942 210 249 48 4559 10646 6533 20825 982 1262 4756 258 1427 1214 5552 5967
internal_value=0 -0.00011599 0.000337745 0.000269376 -0.000219627 -0.000289771 2.52665e-05 7.56152e-05 0.00016576 -0.000215971 -0.00012361 -0.000190627 -0.000447776 0.000412244 0.00017954 6.98761e-05 -3.60298e-06 -0.000307754 -0.000476487 -9.35267e-05 6.16344e-05 -2.4296e-05 -0.000150496 -0.000294653 0.00056491 3.80684e-05 1.35094e-05 -0.000306209 0.000603457 0.00054486 0.000126827 0.000202172 0.000608331 0.000143437 -6.93579e-05 -0.000152304 4.26511e-05 -0.000102883 0.000139468 9.52025e-05 0.000163756 6.06533e-05 0.000548101 0.000342431 0.00044881 0.00013174 0.000141945 0.000502199 0.000428511 -0.000113154
internal_weight=0 208148 71483 54946 120061 69378 88087 68628 31848 47290 50683 34044 22088 23098 29685 20644 38943 11305 6324 4981 20577 37448 15066 9252 16537 4548 16639 26941 15572 13577 16932 12750 11838 4019 17234 19459 4060 4182 26774 22215 17179 22382 2911 11204 7445 3759 2689 8073 6859 15292
internal_count=279631 208148 71483 54946 120061 69378 88087 68628 31848 47290 50683 34044 22088 23098 29685 20644 38943 11305 6324 4981 20577 37448 15066 9252 16537 4548 16639 26941 15572 13577 16932 12750 11838 4019 17234 19459 4060 4182 26774 22215 17179 22382 2911 11204 7445 3759 2689 8073 6859 15292
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=51
num_cat=0
split_feature=0 0 0 4 2 5 5 12 8 9 1 13 4 2 4 5 6 9 10 4 4 10 5 5 4 5 4 3 8 0 10 1 4 4 6 5 8 2 9 1 1 6 10 12 3 9 10 2 10 1
split_gain=3.98368 1.03686 0.496195 0.372852 0.403873 0.40489 0.308943 0.279189 0.276444 0.251364 0.211487 0.207655 0.205391 0.182518 0.181127 0.174245 0.173551 0.17208 0.292852 0.212032 0.167959 0.157068 0.152676 0.151822 0.150432 0.145157 0.141701 0.131835 0.12464 0.122822 0.121316 0.120535 0.118003 0.115722 0.114777 0.113894 0.1351 0.113324 0.151468 0.112734 0.112205 0.210838 0.112748 0.108194 0.10839 0.107112 0.10884 0.103558 0.104838 0.0940216
threshold=710.35227943193206 887.94124131670708 524.6149202379321 4.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 1379.8125525987941 0.57321428571428579 1.5000000000000002 2.5000000000000004 7.5000000000000009 16.500000000000004 1.0000000180025095e-35 2.5000000000000004 0.13100686498855837 10.500000000000002 2.5000000000000004 0.55718954248366026 9.5000000000000018 6.5000000000000009 2.5000000000000004 6.5000000000000009 5.5000000000000009 32.500000000000007 4.5000000000000009 371.21279892533875 0.19756097560975613 1570.8321245839154 4.5000000000000009 1.5000000000000002 2.5000000000000004 10.500000000000002 7.5000000000000009 3.5000000000000004 3.5000000000000004 1413.8554805408253 1109.6381397440653 1.0000000180025095e-35 0.71240601503759404 3.5000000000000004 24.500000000000004 1.5000000000000002 0.60232558139534886 3.5000000000000004 0.63762626262626265 3091.4684149673285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 29 10 5 14 17 26 22 49 -3 20 -9 24 45 -15 -14 19 37 -6 31 -11 34 32 -12 -26 39 30 -27 -1 -18 -4 -13 -31 -8 -10 -37 -19 -39 -2 42 -42 -35 44 -22 -5 -47 48 -20 -7
right_child=1 3 11 4 6 9 8 12 35 21 13 23 16 15 -16 -17 27 18 47 -21 43 -23 -24 -25 25 28 -28 -29 -30 33 -32 -33 -34 40 -36 36 -38 38 -40 -41 41 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.00066268369765347856 0.0024631579067747756 0.0011874297217802149 -0.00022727633114145914 0.00021914450908988565 -0.00021004234917050958 0.0005986577177303097 0.0010243323646050462 -0.00062618569711892468 5.8067713148660606e-05 0.00092462733384363754 -0.00018020060462194226 -6.7731417826794653e-05 0.00013519991009588832 -0.00044066500614211305 0.00080665696262578995 0.0021759043990421177 -0.00024178453706331872 -2.8817552616273243e-05 0.00089489914573893199 0.00056719950795677712 -8.6777882853827695e-05 0.0016469337589125575 0.002196619545041661 0.00080614103014998778 0.00020140677908863909 0.0012911180334864792 0.00048598167801094732 0.00071678481820488279 0.00021385940390021538 -0.00056543453729100332 -4.8909149649449573e-06 -0.00057931329231328493 0.00017890966289624551 -9.0452036067060434e-06 0.00029723127889900839 0.0015145897990416714 -0.00014911731590050618 -0.0019457158103520699 0.00030299465344659204 0.00015285686813201312 -0.00047360298297231541 -0.00017563367321791023 -0.00025217322266712547 -0.00025103621894905967 0.00052278381843650604 0.00037028561084385405 0.00077253493872098567 8.1420185786187124e-05 -0.0002182057110893524 0.0023588944022398589
leaf_weight=2196 53 480 12687 7339 5366 5134 1706 1233 2423 2097 2349 18559 21041 1769 2636 66 7523 974 1969 1049 46104 1174 210 593 10353 600 4401 541 486 3334 19191 3008 6565 6674 796 318 198 202 119 14212 12932 10975 16701 11055 741 6161 2313 711 237 77
leaf_count=2196 53 480 12687 7339 5366 5134 1706 1233 2423 2097 2349 18559 21041 1769 2636 66 7523 974 1969 1049 46104 1174 210 593 10353 600 4401 541 486 3334 19191 3008 6565 6674 796 318 198 202 119 14212 12932 10975 16701 11055 741 6161 2313 711 237 77
internal_value=0 0.000206135 -0.000172778 0.000359021 0.000435551 0.000554396 0.00023893 7.31635e-05 0.000537641 0.000840319 0.000153668 -0.000106927 1.10567e-05 0.000121907 0.000422942 -0.000346554 2.73256e-05 8.00875e-05 0.000328391 -8.29454e-05 -0.000149666 0.00118387 0.000901695 1.53811e-05 0.000184253 0.000259094 0.00023796 -5.5954e-05 0.00080903 -0.000296609 -7.16032e-05 -0.000294745 -3.28313e-06 -0.000280727 0.000793008 0.000201705 0.000876191 -0.000297333 -0.00111208 0.000161441 -0.000260652 -0.000336814 -0.000182756 -0.000110339 -7.71358e-05 0.000358977 0.000480081 0.000606181 0.000775314 0.000624668
internal_weight=0 127507 152124 59312 43209 26931 16278 68195 5651 8482 16103 99312 49529 15623 18449 1835 48296 10627 4212 6415 73595 3271 2712 25717 13788 11439 18666 27255 1086 52812 26714 15695 25124 50616 2502 2939 516 1295 321 14265 47282 23907 23375 57900 46845 15813 8474 2917 2206 5211
internal_count=279631 127507 152124 59312 43209 26931 16278 68195 5651 8482 16103 99312 49529 15623 18449 1835 48296 10627 4212 6415 73595 3271 2712 25717 13788 11439 18666 27255 1086 52812 26714 15695 25124 50616 2502 2939 516 1295 321 14265 47282 23907 23375 57900 46845 15813 8474 2917 2206 5211
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=51
num_cat=0
split_feature=0 0 0 10 12 5 8 5 8 0 6 4 2 5 8 1 5 9 3 9 10 10 13 4 4 4 5 12 6 8 5 1 10 2 6 9 1 4 9 1 8 5 9 9 4 5 1 1 10 5
split_gain=3.60083 0.755595 0.589046 0.319402 0.280061 0.237223 0.238975 0.228307 0.612971 0.217393 0.224489 0.203123 0.231107 0.19813 0.311261 0.192078 0.191576 0.1708 0.162026 0.161672 0.618897 0.22431 0.149649 0.147398 0.143842 0.138277 0.143044 0.135102 0.130092 0.120111 0.120101 0.143969 0.114549 0.112383 0.20978 0.1122 0.158377 0.143084 0.111237 0.110295 0.110039 0.108256 0.105987 0.105212 0.103466 0.100977 0.0979834 0.0963667 0.0962566 0.103976
threshold=745.01798143964209 983.43194644661196 549.92716961141207 0.17445652173913045 7.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 1289.0088005912796 1.5000000000000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 3.5000000000000004 1657.8115345718741 4.5000000000000009 2.5000000000000004 8.5000000000000018 2.5000000000000004 0.5270467836257311 0.6478537360890303 0.11583184257602865 2.5000000000000004 4.5000000000000009 2.5000000000000004 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 13.500000000000002 2936.4214567341296 0.043961352657004842 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1948.9880704016555 5.5000000000000009 1.5000000000000002 1957.9177137252361 3.5000000000000004 6.5000000000000009 1.5000000000000002 1.5000000000000002 6.5000000000000009 8.5000000000000018 2228.9969941234554 2969.5094685919271 0.79772727272727284 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 23 17 9 11 -7 18 16 10 13 15 24 -3 42 -4 43 39 -5 20 32 -21 -20 -1 -13 -10 28 -19 -27 -28 31 -12 -14 -25 -35 -24 37 -37 -26 -2 41 -30 -15 -9 -22 -8 -45 -41 -44 -50
right_child=1 4 5 7 -6 6 45 8 25 -11 30 12 19 14 -16 -17 -18 27 22 21 44 -23 35 33 38 26 29 -29 40 -31 -32 -33 -34 34 -36 36 -38 -39 -40 47 -42 -43 48 46 -46 -47 -48 -49 49 -51
leaf_value=-0.00037252502716891367 -8.8962401007515218e-05 0.00040502036843449442 -0.00018462050256007391 0.0021682838327251376 -0.00024935553579138049 0.00046936096236632231 -0.00011018795512450081 0.00029609568927354678 -0.0002335300338609956 0.00078030777117778748 0.00034973826224467475 -2.4973347255693503e-05 -0.00015734014560458076 0.00076541676946425912 0.00027211069971821853 -0.00068354139421666731 0.001065687436996458 0.00026261714957688504 -9.046909950140068e-05 -9.8878896943976984e-07 -3.3300256687245091e-05 -0.00086522828242746705 2.6925331436297394e-05 -0.00011882351684371951 8.0051655046658784e-05 0.0003289945943456391 0.0011801625733697434 -0.00013819903882402538 7.9926471709347723e-05 -5.6809535140524129e-05 0.0015862945027817791 9.0379141034070895e-07 -0.00061088856543076468 -0.00040843858120398924 -0.00012465926129984301 0.00028761610597996984 -1.8194620789685468e-05 0.00084556111381198749 0.00046805381380769057 -0.00051435467493039062 -0.0002416121754172159 0.00081121523406423599 0.0012252379645846373 0.00093819559223282372 0.00040807612066129758 0.00080625408990841758 0.00045607412942277387 0.0015619310692336673 0.0017338120239172258 0.0043733422417863042
leaf_weight=20763 5165 13245 15516 93 1549 3898 4724 3452 2367 4087 7481 31970 1688 1324 1857 2203 1868 4951 9018 16319 7219 787 9027 18956 5602 5915 616 3654 7635 288 161 4892 7943 14234 12005 5672 3306 1441 2756 2856 2664 542 1438 1874 1627 321 2408 57 147 50
leaf_count=20763 5165 13245 15516 93 1549 3898 4724 3452 2367 4087 7481 31970 1688 1324 1857 2203 1868 4951 9018 16319 7219 787 9027 18956 5602 5915 616 3654 7635 288 161 4892 7943 14234 12005 5672 3306 1441 2756 2856 2664 542 1438 1874 1627 321 2408 57 147 50
internal_value=0 0.000220984 -0.000145679 0.000130276 0.000408427 -7.072e-05 0.000175316 0.000185575 0.000282809 0.000437806 0.000392053 -9.42199e-05 -5.86397e-05 0.00050488 0.000779516 -0.000246651 0.000611251 -6.25918e-05 8.46908e-05 -0.000151516 -0.000254064 -4.07501e-05 7.78831e-05 -0.000262249 2.33091e-05 0.000125337 0.000173436 9.24158e-05 0.000140383 0.000786083 0.000229472 0.000211817 -0.000531396 -0.000211587 -0.000278602 0.000155956 0.000267747 0.000400648 0.000207993 -0.000227712 3.74746e-05 0.000128399 0.00109795 0.00050149 4.78799e-05 -5.18772e-05 0.000667073 -0.000473727 0.00136724 0.00240374
internal_weight=0 111100 168531 74869 36231 102573 8943 58186 29629 34682 30595 93630 75911 18061 4816 17719 9602 16683 28557 35583 18477 17106 28464 65958 40328 20027 17660 8605 16756 904 12534 12373 9631 45195 26239 19446 10419 7113 8358 8078 10841 8177 2959 7734 8846 5045 4282 2913 1635 197
internal_count=279631 111100 168531 74869 36231 102573 8943 58186 29629 34682 30595 93630 75911 18061 4816 17719 9602 16683 28557 35583 18477 17106 28464 65958 40328 20027 17660 8605 16756 904 12534 12373 9631 45195 26239 19446 10419 7113 8358 8078 10841 8177 2959 7734 8846 5045 4282 2913 1635 197
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=51
num_cat=0
split_feature=0 0 0 6 5 8 1 4 12 4 4 4 2 4 5 5 8 9 6 9 10 10 9 0 9 10 1 1 5 7 10 5 1 9 10 10 1 5 9 10 4 5 4 13 9 10 13 10 6 5
split_gain=3.26631 0.750358 0.456595 0.308057 0.27549 0.459723 0.296741 0.256041 0.247349 0.211735 0.200868 0.175107 0.201086 0.172616 0.170433 0.1683 0.1782 0.161663 0.159593 0.197875 0.237994 0.215323 0.155124 0.152975 0.141921 0.18693 0.194931 0.14622 0.138072 0.13605 0.135821 0.128661 0.140249 0.128293 0.127679 0.127378 0.121668 0.123843 0.122114 0.145688 0.121185 0.136457 0.119586 0.117407 0.116753 0.116624 0.161755 0.114856 0.111537 0.108071
threshold=806.96991629943716 573.84040507662701 1061.8284994139024 2.5000000000000004 3.5000000000000004 2.5000000000000004 1717.842766421496 4.5000000000000009 2.5000000000000004 4.5000000000000009 6.5000000000000009 4.5000000000000009 2.5000000000000004 4.5000000000000009 5.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.47673160173160178 0.17752100840336138 1.5000000000000002 1364.7041533538422 2.5000000000000004 0.55086206896551737 2408.1508409761141 3241.4713401430272 6.5000000000000009 1.0000000180025095e-35 0.24695121951219515 15.500000000000002 2408.1508409761141 1.5000000000000002 0.050641025641025648 0.15075757575757578 3183.3810684193081 2.5000000000000004 3.5000000000000004 0.43050193050193059 3.5000000000000004 6.5000000000000009 8.5000000000000018 0.43050193050193059 2.5000000000000004 0.92052631578947375 0.26006441223832533 0.42705167173252284 1.5000000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 8 6 14 7 33 10 44 15 12 17 43 -6 -2 28 29 -14 21 -21 -20 -9 30 25 26 -10 -28 -17 -1 -15 32 -5 -3 -26 -35 37 -36 39 -38 -34 -42 -27 -4 47 46 -32 -8 -13 -7
right_child=2 4 13 31 5 49 9 22 24 -11 -12 48 18 23 -16 16 -18 -19 19 20 -22 -23 -24 -25 34 42 27 -29 -30 -31 45 -33 40 35 36 -37 38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00017128620591811753 0.00017583162150705715 -0.0001451168433857783 2.9283951279799776e-05 0.00016203619929162482 0.00024366653786291653 -0.00015705600479583987 -0.00077652274113417517 6.4768790612903122e-05 9.2587910157680559e-05 -0.00010291373876713623 0.00066398093703717322 -0.0001167865856349931 -0.00048107977379481781 0.00018492827431023076 0.00074257557530992002 0.00065917982171450999 0.00024806124222591218 -5.9056544656280972e-05 -0.00088824069864131688 7.9653143337639451e-05 -0.00094597938879377582 -0.00026451714261668883 0.0004421382352087203 0.00092891342577799323 -5.9518358147393282e-05 0.0001396583280571321 -0.000482252628978961 0.0015844273661224926 0.0017954172576070495 -0.00041066943615714616 0.00051704569164437171 0.0022009535134026419 -0.00084660714526075317 -0.00012775046042355821 0.00030167917424271879 0.00010899893842808976 -0.00071847033704239142 0.00080604327661149 0.00060114985858025804 0.00047044325800348259 -0.0002826368804491158 0.00031941299846686066 0.00072812937757955843 0.00067050823313825284 -0.0002098573974155649 0.00039873160620671654 0.0010631729838848235 -0.00031186422755975665 0.00032309073678529754 0.00057198444456087812
leaf_weight=14622 12114 21296 3437 3644 10750 10197 2595 7178 4183 22810 4342 9991 14440 3471 2036 2764 3539 14735 1807 5385 632 5907 4388 1973 1802 13146 3119 88 296 9991 4149 62 704 8944 2541 15575 677 2336 646 416 4261 1208 924 901 5497 7151 2014 2728 1684 535
leaf_count=14622 12114 21296 3437 3644 10750 10197 2595 7178 4183 22810 4342 9991 14440 3471 2036 2764 3539 14735 1807 5385 632 5907 4388 1973 1802 13146 3119 88 296 9991 4149 62 704 8944 2541 15575 677 2336 646 416 4261 1208 924 901 5497 7151 2014 2728 1684 535
internal_value=0 -0.000113797 0.000256614 0.000186715 -3.19693e-05 0.00012058 -7.13895e-05 -2.27143e-06 0.000234552 -0.000189322 0.000357594 -0.000232136 -0.000263052 0.000446709 0.000323111 0.000286503 0.000489666 -0.000190041 -0.00036503 -0.000242989 -2.80749e-05 -0.000410624 0.000207938 0.000512443 0.000139608 7.13569e-05 -0.000132263 -0.000425543 0.00076909 -0.000268458 0.000463489 -6.95979e-05 -8.39377e-05 -5.53389e-05 0.000313599 2.26379e-05 0.000415225 0.000543261 5.61488e-05 -0.000265965 -0.000229139 -0.000149655 0.000178304 0.000162466 -0.000371481 0.000536111 0.000695514 -0.000538389 -5.33388e-05 -0.000120713
internal_weight=0 193723 85908 62812 114529 23518 91011 57381 52933 33630 23055 79194 67519 23096 12786 18713 6599 39348 28171 13731 6017 7714 11566 18758 29878 21460 7390 3207 3060 24613 16785 9879 9817 45815 8418 24519 6616 4877 1739 1093 6173 5469 14070 4338 10820 13314 6163 5323 11675 10732
internal_count=279631 193723 85908 62812 114529 23518 91011 57381 52933 33630 23055 79194 67519 23096 12786 18713 6599 39348 28171 13731 6017 7714 11566 18758 29878 21460 7390 3207 3060 24613 16785 9879 9817 45815 8418 24519 6616 4877 1739 1093 6173 5469 14070 4338 10820 13314 6163 5323 11675 10732
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=51
num_cat=0
split_feature=0 0 10 4 13 4 2 5 8 2 9 9 2 9 7 9 4 5 8 5 8 5 8 2 9 6 2 5 11 5 4 1 1 9 5 6 8 4 8 2 4 10 9 10 1 3 6 4 5 8
split_gain=2.95956 0.839554 0.362133 0.335832 0.269642 0.256353 0.233818 0.206353 0.358819 0.20297 0.332881 0.271461 0.196279 0.253931 0.188372 0.185339 0.161589 0.159823 0.196968 0.15862 0.156941 0.183964 0.176458 0.153119 0.143838 0.141883 0.139233 0.170586 0.129968 0.12545 0.125436 0.149416 0.119136 0.118671 0.117483 0.125921 0.115778 0.115372 0.114811 0.114243 0.113654 0.109622 0.107647 0.251241 0.124624 0.106039 0.105457 0.105087 0.104962 0.134196
threshold=851.91169544844706 647.98630327695878 0.23166368515205729 5.5000000000000009 0.22792207792207794 3.5000000000000004 2.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 10.500000000000002 7.5000000000000009 2.5000000000000004 5.5000000000000009 5.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 0.13714733542319751 8.5000000000000018 3.5000000000000004 1948.9880704016555 1941.0300553547174 1.5000000000000002 9.5000000000000018 3.5000000000000004 1.5000000000000002 10.500000000000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 0.91779279279279291 2.5000000000000004 0.57979626485568769 2588.1722553952563 31.500000000000004 4.5000000000000009 7.5000000000000009 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 14 25 6 16 9 34 10 -5 37 15 39 -4 -2 -1 20 46 -8 21 23 -23 41 -18 -3 33 -28 29 30 31 -6 -32 -7 35 38 -21 -11 -9 -14 -17 48 43 -34 -44 -27 -19 -12 -16 -50
right_child=2 4 3 7 28 26 19 8 -10 11 47 -13 13 -15 17 40 24 18 -20 36 -22 22 -24 -25 -26 45 27 -29 -30 -31 32 -33 42 -35 -36 -37 -38 -39 -40 -41 -42 -43 44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.00042656865071586558 4.6515030363585057e-05 3.0838677216325646e-05 0.00040198295340075711 0.00029057876627129538 4.064054408948888e-05 -6.4068699229512341e-05 -0.00046337725568270131 0.0014253133812044665 0.00026388438738722471 -0.00018015795370548916 0.00070104052956196069 0.00060493046304470452 -0.00017499379272412215 0.00051433241066134135 6.2670415291766465e-05 0.0003247770513609353 -0.00022790887177128995 0.0020892691952440973 -0.00061310787839050009 9.3031420857617186e-05 -0.00071801121587143049 0.0014041594443037794 0.00031688291519166192 -0.00050399185721236594 -4.0178908203759391e-05 -0.00016555736250912961 -0.00026642753678705644 -4.2562831939806951e-05 -0.00078700880496560986 0.00087490395373528498 0.00025123838215648081 -0.0004723607756295736 -0.00035889828379421823 0.00022727954851452012 0.002362417969282994 0.00014107046479299172 -0.00034032797513208632 0.00052247765987081893 0.00083396004318234726 -0.00078482969678557446 0.00095578145109334947 -3.2365709063356837e-05 0.00038961660272547881 0.00022461119297075677 -7.8919976437818399e-05 0.00064471534180014886 0.00018617585689450307 0.0013037342781456757 0.00098930749309814807 0.00021899689998156917
leaf_weight=5841 5547 19682 8766 8257 13297 11645 15646 1101 3250 3811 4264 2203 4699 1246 2830 2349 23290 275 140 2553 578 441 2426 1168 18159 22985 16810 17234 404 535 16930 1589 3807 4994 141 493 3889 690 3225 918 1025 7148 3683 3579 2309 411 99 871 913 1485
leaf_count=5841 5547 19682 8766 8257 13297 11645 15646 1101 3250 3811 4264 2203 4699 1246 2830 2349 23290 275 140 2553 578 441 2426 1168 18159 22985 16810 17234 404 535 16930 1589 3807 4994 141 493 3889 690 3225 918 1025 7148 3683 3579 2309 411 99 871 913 1485
internal_value=0 -9.43181e-05 0.000280535 0.000341538 2.18617e-05 -0.000180645 -0.000243092 0.000461024 0.000672237 0.000374736 0.000487164 0.000150148 6.96075e-05 -0.000131416 0.000212787 0.000224257 -0.000180359 0.000118032 0.000986664 -0.000377401 9.1752e-05 0.000120272 0.000484127 4.32511e-05 -0.000145664 -6.80949e-05 -9.51645e-05 -0.000153101 0.000105861 0.000113749 0.000104739 -1.41196e-05 0.000163117 2.3376e-05 0.000939806 0.000898182 -0.000168585 -7.24444e-05 0.000984464 -0.000274661 0.000516472 9.48978e-05 5.15989e-05 -7.61498e-05 0.000209067 -0.000151323 0.00158551 0.00080327 0.000268899 0.00051228
internal_weight=0 209272 70359 54575 89211 120061 69378 28306 8210 20096 13392 6704 15784 6863 26269 8921 47290 17503 514 22088 16989 16411 2867 13544 41449 43078 50683 34044 46133 45729 45194 14886 30308 16639 4960 4819 6442 4501 4326 5617 3374 12376 13378 7386 5992 23396 374 5135 5228 2398
internal_count=279631 209272 70359 54575 89211 120061 69378 28306 8210 20096 13392 6704 15784 6863 26269 8921 47290 17503 514 22088 16989 16411 2867 13544 41449 43078 50683 34044 46133 45729 45194 14886 30308 16639 4960 4819 6442 4501 4326 5617 3374 12376 13378 7386 5992 23396 374 5135 5228 2398
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=51
num_cat=0
split_feature=0 0 0 5 8 5 12 4 2 2 4 5 4 13 1 5 8 8 5 5 5 4 8 5 4 5 2 6 9 10 4 2 6 4 6 4 1 10 9 10 5 1 5 4 9 10 10 10 8 3
split_gain=2.68426 0.714027 0.341615 0.307615 0.654957 0.231124 0.224699 0.222018 0.225313 0.213836 0.18176 0.180372 0.176469 0.171877 0.168214 0.158172 0.157287 0.156219 0.320135 0.156228 0.147214 0.130265 0.128868 0.127134 0.122071 0.118733 0.145864 0.118595 0.119438 0.117496 0.110153 0.125108 0.135794 0.109598 0.102565 0.0974394 0.0958711 0.0954819 0.0954059 0.123701 0.0939519 0.0922531 0.0920246 0.0918403 0.0908301 0.18674 0.155299 0.0897441 0.0886301 0.0860017
threshold=710.35227943193206 887.94124131670708 524.6149202379321 2.5000000000000004 1.5000000000000002 5.5000000000000009 1.5000000000000002 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 6.5000000000000009 6.5000000000000009 0.57321428571428579 1401.7843264753144 5.5000000000000009 5.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 13.500000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.70659971305595415 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1413.8554805408253 0.71240601503759404 1.5000000000000002 0.71611721611721624 8.5000000000000018 1570.8321245839154 11.500000000000002 4.5000000000000009 2.5000000000000004 0.39339826839826847 0.17752100840336138 0.9104278074866311 3.5000000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 30 9 5 -5 24 25 15 12 -8 27 14 21 -3 38 20 18 49 22 34 41 -20 43 36 26 -6 28 29 -10 31 33 -33 -1 -13 -16 -2 -35 -9 -40 -19 -4 -7 -15 46 -46 -34 -23 -17 -12
right_child=1 3 13 4 7 42 10 8 11 -11 17 16 -14 23 35 48 -18 40 19 -21 -22 47 -24 -25 -26 -27 -28 -29 -30 -31 -32 32 44 37 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00050633336527745442 0.0022582804094472865 0.0010802099394173379 -0.00019481251349457815 0.00062454768084500823 8.9513828867433939e-05 0.0012489851656322134 -0.00059631967291432007 0.0002434543839424261 -0.00033479716877394503 -0.00020744527594471771 5.1729988025553063e-06 0.00093352427730501817 0.00048100224240037295 -4.9850078936418354e-05 -0.00052368562655993824 0.0012154679448860169 -6.2331861156114974e-05 -0.0001260760943198683 0.00041546512236167424 0.00077112893699092131 0.0015063591457310478 -0.00011282395163201656 9.2781076565931456e-05 0.0007477024121255721 0.00043690753010767921 0.0013109573197213869 -0.00050843354300384965 -0.00031464706523617143 0.00048985110622580227 0.00033496170301584172 -4.2323817046144372e-05 -0.00047726868674903376 -0.00083567758930974548 -5.7177548469386057e-07 0.00020380742414152954 0.00012455554108008163 0.00012776749164047276 -0.00022587625397791917 0.00045622467472981046 0.0012636211724040207 0.00056183791546686739 -0.0005027926234726361 0.0037764920815322048 0.00016773865419270463 9.4001780912438511e-05 -0.0007883546438058422 -0.00021440285703363846 8.974583244415632e-05 0.00058283472649059019 -0.00024519751384977296
leaf_weight=2547 53 448 12687 9307 6092 1350 1233 4028 1535 3540 11346 807 4711 18559 607 1065 1006 16225 4619 1306 442 51787 9372 593 4401 174 1225 1912 1669 1142 5971 11410 1303 6623 1194 12888 14212 16216 2388 592 512 3008 37 6565 3612 719 4411 6113 1153 4916
leaf_count=2547 53 448 12687 9307 6092 1350 1233 4028 1535 3540 11346 807 4711 18559 607 1065 1006 16225 4619 1306 442 51787 9372 593 4401 174 1225 1912 1669 1142 5971 11410 1303 6623 1194 12888 14212 16216 2388 592 512 3008 37 6565 3612 719 4411 6113 1153 4916
internal_value=0 0.000169208 -0.000141827 0.00029608 0.00038413 0.000714281 5.88627e-05 0.000250515 0.00034168 0.000148823 3.14539e-06 0.000173522 0.000216432 -8.71875e-05 0.000127041 0.000518604 0.000463846 1.84498e-05 8.39372e-05 0.000248132 0.00068052 -0.000126071 0.000199312 2.40862e-05 0.000206705 2.01033e-05 -1.05935e-05 1.35137e-05 0.000157886 -4.90801e-05 -0.000244575 -0.000270357 -0.000359242 -0.000195235 0.000498101 9.53979e-05 0.000135683 -0.000160541 0.000402135 0.00061662 -0.000105032 -0.000253838 0.00131641 7.00671e-06 -0.000225178 -5.24804e-05 -0.000356076 -9.14369e-05 0.000886601 -7.0514e-05
internal_weight=0 127507 152124 59312 37118 10694 68195 26424 18933 22194 49529 9707 18654 99312 13943 9226 3449 48296 31559 15297 2443 73595 13991 25717 18666 7491 7317 6258 4346 2677 52812 46841 21455 25386 2001 13495 14265 22839 7008 2980 16737 15695 1387 25124 10045 4331 5714 57900 2218 16262
internal_count=279631 127507 152124 59312 37118 10694 68195 26424 18933 22194 49529 9707 18654 99312 13943 9226 3449 48296 31559 15297 2443 73595 13991 25717 18666 7491 7317 6258 4346 2677 52812 46841 21455 25386 2001 13495 14265 22839 7008 2980 16737 15695 1387 25124 10045 4331 5714 57900 2218 16262
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=51
num_cat=0
split_feature=0 0 4 2 5 13 6 5 4 9 12 6 2 9 10 9 8 5 2 10 4 9 1 10 2 4 4 10 5 5 4 1 9 3 1 9 10 10 4 8 3 2 1 9 10 10 5 5 4 5
split_gain=2.4256 0.777476 0.290562 0.292353 0.31087 0.275895 0.232094 0.237814 0.223969 0.208415 0.186216 0.18419 0.187172 0.191588 0.277984 0.217854 0.178606 0.177853 0.206497 0.161239 0.154104 0.152565 0.152051 0.143949 0.143661 0.136071 0.13424 0.133808 0.127285 0.127264 0.144906 0.126096 0.124411 0.118534 0.117045 0.169196 0.17255 0.116583 0.114392 0.10216 0.101789 0.10055 0.0999553 0.0986373 0.352448 0.306114 0.0981339 0.0979098 0.0959724 0.0952897
threshold=880.4064522592422 647.98630327695878 4.5000000000000009 2.5000000000000004 3.5000000000000004 0.11834733893557424 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.31643132220795894 1.5000000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.63762626262626265 5.5000000000000009 2.5000000000000004 1379.8125525987941 0.082207207207207214 2.5000000000000004 6.5000000000000009 7.5000000000000009 0.55718954248366026 8.5000000000000018 13.500000000000002 2.5000000000000004 1758.7599478134355 1.5000000000000002 29.500000000000004 1758.7599478134355 2.5000000000000004 0.47434210526315795 0.063508064516129045 10.500000000000002 7.5000000000000009 18.500000000000004 2.5000000000000004 1290.6805954402755 2.5000000000000004 0.4431524547803618 0.29478609625668456 2.5000000000000004 9.5000000000000018 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 4 26 49 7 21 24 -6 22 12 13 14 -7 25 47 18 32 31 43 38 -2 -23 48 42 -4 -11 -8 30 -24 -17 -10 34 -13 36 -36 -15 -5 -31 -26 -32 -16 45 -45 -20 -21 -9 -1 -3
right_child=2 5 3 6 9 11 28 16 17 27 -12 33 -14 37 15 19 -18 -19 20 46 -22 23 29 -25 40 -27 -28 -29 -30 39 41 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.00039040649194005037 0.0010612145189709532 -0.00022590496789633716 0.00027849244707192655 -0.00023183818726716911 0.00049933031131119024 -0.00014048674610457157 -0.00018717067584746031 0.00073942640474194499 -0.00012930154725686099 0.00076769923516214567 -0.00022051567251624821 5.7665134592961706e-05 -0.00032132495388511597 9.72653712234639e-05 0.0022818405979446003 0.00031789023824590188 0.00019439560592566802 0.00010818556707818032 -0.00059561045407188003 0.00034259460340033327 -2.0633441077888651e-05 -0.00031195010813757666 -0.00023578460958845524 0.0005835381102012021 -0.00048871310332653851 0.00056428953632429155 0.00066202455394421406 0.00143067689498621 0.0004950708778865084 0.0023977108528564356 0.00025586131783264412 -0.00015477968483260931 5.7975861337200857e-05 0.00050946976499802274 -0.0007112293233455338 3.6842614528088983e-05 -0.00013328872418885606 0.0004778231392915858 0.00053868009971939229 -0.0003057596503697592 0.00038225236797006807 -0.00033642134446521546 2.0352350546637871e-05 -6.1844995130582768e-05 -0.00074568507494345406 -0.00018495669277083908 0.00074114778121210471 0.0022576335760955274 -0.0001583954327216533 -3.6173768827688634e-05
leaf_weight=5841 479 10249 16368 3051 5274 9179 4667 3070 23740 2121 3557 7478 2217 2979 49 4034 2061 7689 7329 3649 7798 573 2171 2070 8074 1264 2651 1187 801 111 9817 2170 14156 870 2370 3976 2838 6203 572 51 350 773 17154 12121 2231 11917 2678 110 18815 18678
leaf_count=5841 479 10249 16368 3051 5274 9179 4667 3070 23740 2121 3557 7478 2217 2979 49 4034 2061 7689 7329 3649 7798 573 2171 2070 8074 1264 2651 1187 801 111 9817 2170 14156 870 2370 3976 2838 6203 572 51 350 773 17154 12121 2231 11917 2678 110 18815 18678
internal_value=0 -7.82212e-05 0.000277236 0.000344252 0.000444671 2.62509e-05 0.000180973 0.00030842 -0.000163527 0.000694474 0.000101088 8.05183e-05 0.00012811 0.000148297 0.000101204 0.000172773 0.00055696 -0.000121412 -0.000143677 0.000333686 -0.000220879 0.000100537 0.000186444 0.000389397 -0.000274264 6.35835e-05 0.000331952 0.00100559 -8.723e-05 0.00015402 0.000136341 0.000152562 -5.93443e-05 -5.94879e-05 -8.91958e-05 -0.000208776 -0.000396292 0.000354355 -0.000110189 0.00154662 -0.000452526 0.000212629 2.67938e-05 -0.000267355 -0.000168147 -0.000341336 0.000511288 0.000791943 -0.000213359 -0.000103397
internal_weight=0 218096 61535 44576 27601 98035 16975 11507 120061 8582 16959 69108 51576 49359 40177 30998 5241 86981 79292 12531 41396 6266 13402 2643 33080 18467 19019 3308 5468 12923 12761 6204 37896 17532 16662 9184 5208 9182 3623 162 8424 10590 17203 33598 14352 19246 6327 3180 24656 28927
internal_count=279631 218096 61535 44576 27601 98035 16975 11507 120061 8582 16959 69108 51576 49359 40177 30998 5241 86981 79292 12531 41396 6266 13402 2643 33080 18467 19019 3308 5468 12923 12761 6204 37896 17532 16662 9184 5208 9182 3623 162 8424 10590 17203 33598 14352 19246 6327 3180 24656 28927
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=51
num_cat=0
split_feature=0 0 4 2 12 12 4 5 8 2 5 9 9 10 9 10 1 1 5 5 5 5 8 2 9 5 10 7 5 1 8 9 6 8 5 5 1 8 5 4 4 1 10 4 10 9 10 10 4 5
split_gain=2.20198 0.532247 0.317059 0.270399 0.240186 0.222695 0.21986 0.230902 0.387287 0.198263 0.220464 0.179844 0.179094 0.291944 0.228726 0.234671 0.264473 0.171015 0.154698 0.151032 0.150615 0.147907 0.268338 0.143459 0.142459 0.141087 0.144775 0.138137 0.136286 0.133864 0.132922 0.13097 0.121574 0.120086 0.14426 0.11773 0.116173 0.113191 0.113045 0.113043 0.105158 0.100968 0.099087 0.0975111 0.0963124 0.0868059 0.28245 0.201635 0.0847475 0.0832978
threshold=723.83857631838703 933.44303385326884 3.5000000000000004 2.5000000000000004 3.5000000000000004 7.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.35067567567567576 1.5000000000000002 0.6984848484848486 2177.0305804108953 1390.6758529546753 2.5000000000000004 5.5000000000000009 2.5000000000000004 6.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.45584415584415588 1.0000000180025095e-35 7.5000000000000009 898.5532874204041 1.5000000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 17.500000000000004 2167.1135450300667 1.5000000000000002 9.5000000000000018 6.5000000000000009 2.5000000000000004 1176.6142014445952 0.44590643274853808 6.5000000000000009 0.12347560975609757 2.5000000000000004 0.33012820512820518 0.54415584415584417 7.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 12 6 17 -8 19 24 43 27 13 36 28 16 -16 41 -17 -9 -5 23 32 39 -4 -13 -27 -1 29 -15 -22 42 38 34 -6 -19 -2 -12 -23 -10 -31 -3 -32 45 -14 46 -11 -47 -25 -42
right_child=1 5 9 20 33 -7 7 8 21 10 37 25 44 14 15 18 -18 35 -20 -21 30 22 -24 48 -26 26 -28 -29 -30 40 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 49 -43 -44 -45 -46 47 -48 -49 -50 -51
leaf_value=-0.00011868891940374645 -4.0108991333356119e-05 0.00045150521226425695 -2.2260237365548868e-05 -0.00041468769897448019 -8.1298611672189631e-05 -0.00025089354084514354 0.00019535846671203943 0.00066821287121633665 0.0002419444404345641 -0.00055844831374884929 0.00020179280958166194 -0.00012407105524537895 0.0001317992762918759 0.0022635557417716111 0.00033691019215839325 0.00030821182030815476 -0.00032481146178501424 -8.0261022884371342e-05 0.00084801532144048201 0.0013656315496839799 0.0001125640320227376 0.00091642281628831208 0.00015238840391038582 -0.00026385935875106729 0.00022116508021416734 -3.7256890830614066e-05 0.00035335648971854695 -0.0003265449912987871 0.00078621786389385757 -0.00029737576131416715 -0.00083125762156346168 -1.7757408902137694e-05 -9.9076393265619991e-06 -0.00023133544288747815 0.0002946003142110123 0.0027894344577766282 -0.00041563281251677227 -6.668330627602086e-05 0.00202189542015582 0.00063322600417012841 1.9908358078489858e-06 0.0023412919131499763 -0.00024002582025179592 3.4130676131015827e-05 0.00043856072433350751 -5.3446378052776323e-05 -0.00012318617378298809 -0.0007761247330877525 0.00018013210943255856 0.00024989580528027159
leaf_weight=18016 6765 186 17332 16574 9278 1819 14694 6371 6500 6224 6561 16966 4272 67 5078 2656 2149 4951 2653 884 3000 1916 2117 1751 9201 6190 3846 14368 618 2247 1402 2192 309 7362 3521 36 2961 9775 263 2578 13189 114 1433 4380 6380 10792 9291 1060 2783 4560
leaf_count=18016 6765 186 17332 16574 9278 1819 14694 6371 6500 6224 6561 16966 4272 67 5078 2656 2149 4951 2653 884 3000 1916 2117 1751 9201 6190 3846 14368 618 2247 1402 2192 309 7362 3521 36 2961 9775 263 2578 13189 114 1433 4380 6380 10792 9291 1060 2783 4560
internal_value=0 0.000160619 -0.000122566 -0.0001892 7.66754e-05 0.000291592 0.000313301 0.000353198 0.000444251 -4.75641e-05 -0.000108108 -0.000131457 0.000132015 8.64937e-05 0.000157038 0.000325559 0.000140143 1.02014e-05 0.000577961 0.000753191 -0.00032859 0.000321214 0.000566161 0.000238347 6.21538e-05 -3.61677e-05 0.000112434 -0.00021091 5.48871e-05 3.23599e-05 -0.000150818 -0.000307998 0.000918233 -7.04376e-05 2.2111e-05 -5.95454e-05 -0.000154434 4.11443e-05 0.00104985 0.000353062 2.48839e-05 0.00116962 -0.000532409 -0.000184909 0.000315534 -0.000219965 -0.000297796 -0.00011808 8.66562e-06 6.56816e-05
internal_weight=0 121028 158603 83987 73756 47272 45453 40166 25472 74616 48083 59386 53595 42943 33217 12536 7227 5287 5309 7255 24601 18217 4605 13612 26533 27002 10036 32384 20681 20063 8027 5027 2488 20161 12799 4987 9726 16336 2179 9078 19996 300 2835 31747 10652 27367 15515 11852 4534 17749
internal_count=279631 121028 158603 83987 73756 47272 45453 40166 25472 74616 48083 59386 53595 42943 33217 12536 7227 5287 5309 7255 24601 18217 4605 13612 26533 27002 10036 32384 20681 20063 8027 5027 2488 20161 12799 4987 9726 16336 2179 9078 19996 300 2835 31747 10652 27367 15515 11852 4534 17749
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=51
num_cat=0
split_feature=0 0 4 2 5 5 8 9 11 5 8 1 1 9 2 4 9 10 4 4 10 5 10 10 4 5 5 10 9 3 8 1 5 4 10 5 9 1 5 4 8 10 10 11 10 4 8 2 6 8
split_gain=1.99497 0.510617 0.319831 0.328469 0.330955 0.282754 0.261093 0.255493 0.240505 0.243342 0.521277 0.225245 0.201113 0.199687 0.25265 0.244046 0.22566 0.329686 0.194043 0.191919 0.178644 0.174109 0.173861 0.166479 0.154775 0.142931 0.142509 0.139998 0.137799 0.136743 0.12664 0.126223 0.159369 0.121672 0.109431 0.10896 0.103982 0.101235 0.101094 0.110029 0.104978 0.0971109 0.0962912 0.0944982 0.0961057 0.0935875 0.0899328 0.089665 0.134203 0.0887016
threshold=828.44638242267558 573.84040507662701 3.5000000000000004 2.5000000000000004 3.5000000000000004 6.5000000000000009 5.5000000000000009 1.5000000000000002 0.028445512820512824 2.5000000000000004 1.5000000000000002 1717.842766421496 1390.6758529546753 2.5000000000000004 3.5000000000000004 8.5000000000000018 3.5000000000000004 0.47434210526315795 6.5000000000000009 4.5000000000000009 0.13100686498855837 9.5000000000000018 0.55718954248366026 0.62645348837209314 6.5000000000000009 4.5000000000000009 8.5000000000000018 0.74133811230585434 1.5000000000000002 19.500000000000004 2.5000000000000004 2469.2009762718558 13.500000000000002 2.5000000000000004 0.88303693570451447 4.5000000000000009 2.5000000000000004 3049.3733999235665 6.5000000000000009 1.5000000000000002 2.5000000000000004 0.68819444444444455 0.52440476190476204 0.048809523809523817 0.92052631578947375 6.5000000000000009 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 12 4 18 13 21 37 9 11 25 19 -2 15 20 41 17 -16 43 -3 -15 49 36 45 -13 -11 30 -17 -20 33 35 38 -33 -1 -21 -12 -9 -6 39 -14 -40 -5 -30 44 -4 -22 -28 -35 -49 -7
right_child=2 8 3 5 7 6 -8 22 -10 10 26 24 31 14 16 27 -18 -19 28 34 23 -23 -24 -25 -26 -27 46 -29 42 -31 -32 32 -34 47 -36 -37 -38 -39 40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00028369908667915192 0.0011758164793847384 -5.8810903069519e-05 0.00028144958918269078 -0.00042963212578751804 0.00035146936488671446 0.00074295747674552406 -0.00015537779007889272 0.00046179844223782104 -0.00075851181752489404 0.0002364247684040301 -3.4062602893582924e-05 -0.00026078824486067495 -0.00065945085297568521 -1.7173704667496408e-05 -0.0010603603712816846 -5.0156126547098754e-05 0.0004192836287715234 0.00069135902984069416 0.00027544158406261763 0.00036270001158966963 0.00036902744958463673 0.001392266445532221 0.0012359490307521941 -0.00034676064610753775 2.2930246142872193e-05 0.0006358334596528037 0.0012117515114244495 0.0005746347309545486 0.00050623985938365508 0.0003386358384903479 -0.0001741528319663546 -0.00062833094810685634 0.0011742250766229832 -7.574696849915219e-05 4.6466193039458501e-05 0.00031126855687889908 0.0011359828921218016 0.0018659033457749633 0.0012354934254135135 7.2336779818062978e-07 0.00015217724037929612 -6.5302941219552404e-05 0.0010684671086011227 -0.00067178112753258268 7.1805304711954841e-05 0.00091341487882267726 0.00012014472022379849 -0.0003032401877030614 -9.1617043646228816e-05 0.00020140645880577257
leaf_weight=24120 339 38972 12662 4375 7487 1674 1344 2484 1090 14212 10785 18947 684 1778 1058 2066 838 360 3815 4606 1268 663 1750 421 6441 2659 351 1584 2013 1241 14179 1444 134 23680 6737 2898 743 112 311 8168 796 3143 1225 322 9620 2092 408 16262 13891 1379
leaf_count=24120 339 38972 12662 4375 7487 1674 1344 2484 1090 14212 10785 18947 684 1778 1058 2066 838 360 3815 4606 1268 663 1750 421 6441 2659 351 1584 2013 1241 14179 1444 134 23680 6737 2898 743 112 311 8168 796 3143 1225 322 9620 2092 408 16262 13891 1379
internal_value=0 -8.31765e-05 0.000214432 0.000257249 0.000341235 0.000109723 0.000441837 0.000556177 -1.91201e-05 -1.24702e-05 7.89253e-05 -6.73923e-05 -2.45155e-05 2.11963e-05 0.000215055 -0.00011446 -0.000231211 -0.000615636 0.00025009 -6.12818e-06 0.000396163 0.000657837 0.00083465 0.000590533 -0.000188808 0.000299375 -5.10212e-05 0.000220986 0.00047905 -0.000182087 -6.94359e-05 -5.97857e-05 -0.000475262 -0.000190377 0.000174878 3.9077e-05 0.000617026 0.00037379 6.04635e-06 -5.02887e-05 0.000456524 -0.000277319 0.000718942 0.000178648 0.000190938 0.000707973 0.000624959 -0.000148564 -0.000205749 0.000498346
internal_weight=0 201479 78152 66276 42233 24043 5060 12576 122285 121195 45492 75703 11876 18983 7815 11168 2256 1418 29657 50315 5559 3716 4977 3781 25388 16871 28621 3650 7053 79194 27862 11537 1578 77953 11343 13683 3227 7599 9959 8852 1107 7518 3238 22604 22282 3360 759 53833 30153 3053
internal_count=279631 201479 78152 66276 42233 24043 5060 12576 122285 121195 45492 75703 11876 18983 7815 11168 2256 1418 29657 50315 5559 3716 4977 3781 25388 16871 28621 3650 7053 79194 27862 11537 1578 77953 11343 13683 3227 7599 9959 8852 1107 7518 3238 22604 22282 3360 759 53833 30153 3053
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=51
num_cat=0
split_feature=0 0 10 4 5 8 5 2 9 11 13 8 12 9 5 8 2 4 6 4 4 6 6 2 4 9 9 1 5 5 8 6 13 9 5 9 10 6 5 2 9 10 9 10 10 10 1 10 2 3
split_gain=1.80805 0.474981 0.253733 0.251148 0.245867 0.476464 0.207854 0.254197 0.188082 0.182563 0.181329 0.179317 0.176005 0.202078 0.169098 0.260191 0.162219 0.161383 0.132517 0.122142 0.120476 0.118757 0.112977 0.106293 0.115021 0.106061 0.105734 0.10415 0.103757 0.101802 0.15818 0.0948213 0.0917725 0.0907767 0.0907223 0.10129 0.112834 0.0927006 0.0901444 0.0981093 0.0977558 0.0895611 0.0875299 0.0816666 0.0815996 0.130168 0.0919598 0.0833426 0.0813815 0.0790457
threshold=710.35227943193206 880.4064522592422 0.25265957446808512 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.028445512820512824 0.28062500000000007 1.5000000000000002 6.5000000000000009 2.5000000000000004 8.5000000000000018 6.5000000000000009 2.5000000000000004 4.5000000000000009 1.5000000000000002 4.5000000000000009 4.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 1.5000000000000002 3.5000000000000004 1401.7843264753144 7.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 0.53033088235294124 1.5000000000000002 9.5000000000000018 2.5000000000000004 0.3623737373737374 2.5000000000000004 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.13423423423423428 4.5000000000000009 0.13100686498855837 0.21132376395534294 0.89009661835748799 1758.7599478134355 0.96076923076923093 2.5000000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 12 16 23 8 7 19 28 10 18 -8 13 -3 17 31 25 -7 43 33 -9 29 -15 24 27 -1 -20 -4 -6 -19 -31 32 -16 -5 35 41 37 -37 39 -10 -41 -18 -24 -2 -12 46 49 -47 -23 -46
right_child=1 2 4 6 5 14 11 20 38 -11 44 -13 -14 22 15 -17 34 21 26 -21 -22 48 42 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 36 -38 -39 -40 40 -42 -43 -44 -45 45 47 -48 -49 -50 -51
leaf_value=-0.00025648274098471129 -0.000135898804796577 -6.4475486291654699e-05 0.00091809954426100694 -0.00013589648666472416 0.00043014855333989787 -2.5460872767053158e-05 0.00019617054249576406 -0.00028607913452591667 0.0010832479509620991 -0.00073154774737454011 3.6263256384875766e-07 -6.5504294266552967e-05 -0.00051977003610743813 0.00040528865903311179 0.0010558820284899185 -0.00010701335074353948 -0.0010105997424214648 0.00022018974777220356 -0.00023686683650022517 0.0001630250193643888 -0.00011432921489555049 0.00039674725627446088 -0.00044663340331297535 -0.00015952980385654421 0.00059614129873627119 -6.5770327915897373e-05 0.00029083542833162177 0.00012263259185498629 0.0016788274857600493 0.00074321666376602489 0.00019187096613090389 0.00046748846295297382 0.0021742450424932047 1.8564510975480221e-05 0.0012884868404422051 -0.00024192048699073156 -0.00077582867160333946 0.00044516557707439605 0.0015696918095493549 0.00020549004285974056 0.0010433380856701574 -0.00047353504213541178 0.0021620130239170979 7.9661279585902561e-05 0.00024151206783035981 6.1259609876065561e-05 0.00014860419079403898 0.0013351521047297865 -0.00019406475937841584 0.00060638052764539342
leaf_weight=15918 5450 7424 425 22013 4336 5341 11115 22141 2022 747 6709 15930 1217 5202 768 725 977 5517 8473 6634 18949 865 593 2447 1603 13450 1069 12941 173 3287 2153 477 241 16750 78 2973 830 588 511 862 584 3778 34 22674 2577 10387 4255 130 1787 3501
leaf_count=15918 5450 7424 425 22013 4336 5341 11115 22141 2022 747 6709 15930 1217 5202 768 725 977 5517 8473 6634 18949 865 593 2447 1603 13450 1069 12941 173 3287 2153 477 241 16750 78 2973 830 588 511 862 584 3778 34 22674 2577 10387 4255 130 1787 3501
internal_value=0 0.000138872 0.000238794 -0.0001164 0.00029509 0.000382677 -7.89432e-05 -0.000116775 0.000699157 4.56707e-05 5.45719e-05 4.20393e-05 5.56835e-05 0.000108526 0.000255733 0.000669524 -0.000226591 0.000207454 -1.67387e-05 -3.52232e-05 -0.000206875 0.000298863 0.000328867 0.000145982 0.000195925 -0.00016914 -0.000177748 0.000147926 0.000478058 0.000371529 0.000525009 0.00104839 0.001323 -6.91519e-05 -0.000409506 -0.000423987 -0.000250834 -0.000128467 0.000949706 0.000858353 0.000543874 -0.000583885 -0.000305176 3.7889e-05 0.000152035 0.000200839 0.000326878 7.70061e-05 -1.36024e-06 0.000451681
internal_weight=0 127507 61535 152124 47065 29649 113532 86487 8488 65972 65225 27045 14470 13253 21161 2211 38592 18950 37666 45397 41090 13609 5829 17416 14969 29368 9542 13366 4509 10957 5440 1486 1009 38763 9224 9146 4391 3561 3979 3468 1446 4755 627 28124 27559 20850 10333 10517 2652 6078
internal_count=279631 127507 61535 152124 47065 29649 113532 86487 8488 65972 65225 27045 14470 13253 21161 2211 38592 18950 37666 45397 41090 13609 5829 17416 14969 29368 9542 13366 4509 10957 5440 1486 1009 38763 9224 9146 4391 3561 3979 3468 1446 4755 627 28124 27559 20850 10333 10517 2652 6078
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=51
num_cat=0
split_feature=0 4 2 5 5 8 9 4 1 5 2 4 4 9 10 4 2 8 2 5 10 9 9 5 8 9 10 10 5 6 4 5 8 3 9 10 10 4 10 9 2 4 9 9 7 10 13 10 10 5
split_gain=1.63177 0.46096 0.443082 0.42699 0.33929 0.284349 0.245283 0.241837 0.23538 0.233815 0.22241 0.233048 0.220188 0.261558 0.230129 0.218329 0.2153 0.212787 0.205173 0.192005 0.180377 0.165898 0.1544 0.149053 0.164347 0.140752 0.288815 0.220866 0.139785 0.139362 0.132129 0.147531 0.167835 0.127827 0.126194 0.124465 0.185657 0.122173 0.118594 0.114832 0.145951 0.110445 0.112065 0.109421 0.109073 0.103173 0.0965527 0.0973497 0.0940402 0.0928438
threshold=710.35227943193206 3.5000000000000004 2.5000000000000004 3.5000000000000004 5.5000000000000009 4.5000000000000009 1.5000000000000002 6.5000000000000009 1390.6758529546753 3.5000000000000004 2.5000000000000004 4.5000000000000009 8.5000000000000018 2.5000000000000004 0.64400921658986188 1.5000000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 7.5000000000000009 0.51925925925925942 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.45080645161290328 0.17752100840336138 13.500000000000002 1.5000000000000002 1.5000000000000002 3.5000000000000004 2.5000000000000004 10.500000000000002 1.5000000000000002 0.68819444444444455 0.27842377260981915 4.5000000000000009 0.26393188854489169 3.5000000000000004 3.5000000000000004 9.5000000000000018 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.63762626262626265 0.15075757575757578 0.19756097560975613 0.9298029556650248 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 3 7 12 19 -5 22 -2 10 15 25 13 14 -4 -1 35 -11 30 -6 43 44 -3 -24 -25 27 33 -12 -20 -16 -10 -32 -33 -27 -9 36 -15 46 39 40 -14 42 -7 -8 -17 -26 -23 -48 -31 -21
right_child=1 2 4 6 5 41 20 34 18 17 11 -13 38 16 29 21 -18 -19 28 49 -22 37 23 24 45 26 -28 -29 -30 48 31 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-0.00037479943681554499 0.0011839054426759511 2.982819709617237e-05 -0.00040444495319762343 0.00034272716642400221 0.00032626731543383171 -0.00044628603061756041 0.00038334400469215647 0.00026708244765602101 -0.00038386486052980039 0.00031737521019963158 -0.00068385483535062571 -8.703500577618065e-05 7.3057786591034741e-05 6.2690154816368937e-05 0.00021498004845456033 -4.8334557499175407e-05 -0.00028435704172203517 -5.5408716949872973e-05 -0.00049638878830690592 0.00082270434674620169 0.0011211759189952181 -0.00017905002252866517 9.7049682287179674e-05 0.00076921870192942616 0.00016131126125244055 -0.00047751702751560628 -0.00071978981007044267 -0.00028486175926011297 0.0010896528855664656 3.2991504390980049e-05 -6.8043747953346704e-05 0.00048907609543888278 -2.0433328014714663e-05 -3.0765427431487083e-05 0.00067924013247407436 -0.0007128217342522356 0.00054771458423194888 0.00040916945531628741 0.00038590021481676637 0.00055427426432815734 -0.00092560452425152089 0.00072435644467399923 0.00019703699267397832 0.0010622544440820412 -0.00021452424266260058 0.00057981956942681568 -5.5691305163720783e-05 0.00015182883590809997 -0.00056344784382487436 0.0022210270927107058
leaf_weight=5704 379 17099 8157 8887 4866 1673 2612 4163 2211 5509 4611 23743 1028 5007 3391 23019 2883 12545 3314 1818 2177 5529 9773 2065 5807 1861 2133 13998 145 1304 14066 3063 3422 11467 3353 347 3256 2038 4398 552 568 378 1137 768 17288 1973 10694 11985 1340 127
leaf_count=5704 379 17099 8157 8887 4866 1673 2612 4163 2211 5509 4611 23743 1028 5007 3391 23019 2883 12545 3314 1818 2177 5529 9773 2065 5807 1861 2133 13998 145 1304 14066 3063 3422 11467 3353 347 3256 2038 4398 552 568 378 1137 768 17288 1973 10694 11985 1340 127
internal_value=0 0.000131928 0.000180739 0.000269624 5.72368e-05 0.000311688 0.000505658 0.000192549 -5.32347e-05 -0.00011058 -0.000133327 -0.000207289 -2.17012e-05 -8.76761e-05 -0.000231261 -7.72537e-05 8.96283e-05 5.83426e-05 -7.11164e-05 0.000494107 0.000766224 -5.31981e-05 0.000139653 0.000235377 0.000372692 -0.000291092 -0.000179598 -0.000383726 -0.000429903 2.8166e-06 -1.65939e-05 2.29193e-05 0.000220219 -9.31457e-05 0.000450952 0.000214855 0.000253812 3.53113e-05 0.000237169 -6.73559e-05 -0.000282356 -7.80423e-05 -0.000185981 0.000537605 -0.000119615 0.000267445 8.30042e-06 5.39753e-05 -0.000269289 0.000914009
internal_weight=0 127507 100907 58677 42230 9999 14444 44233 26600 152124 134070 57813 32231 25685 14192 76257 11493 18054 26221 6811 5557 70553 36717 19618 9845 34070 15461 18609 3459 6035 22762 20551 6485 13328 7516 8610 8263 30246 6546 2148 1596 3188 2810 3380 40307 7780 28208 22679 2644 1945
internal_count=279631 127507 100907 58677 42230 9999 14444 44233 26600 152124 134070 57813 32231 25685 14192 76257 11493 18054 26221 6811 5557 70553 36717 19618 9845 34070 15461 18609 3459 6035 22762 20551 6485 13328 7516 8610 8263 30246 6546 2148 1596 3188 2810 3380 40307 7780 28208 22679 2644 1945
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=51
num_cat=0
split_feature=0 4 2 5 9 5 10 8 4 1 4 9 10 2 2 2 4 13 9 5 5 6 5 5 8 7 5 9 10 10 7 10 10 5 10 9 10 9 2 8 4 9 5 8 9 10 5 10 3 6
split_gain=1.47267 0.416017 0.399882 0.386226 0.321945 0.30621 0.282983 0.259509 0.224792 0.21243 0.19872 0.236056 0.207691 0.194308 0.187004 0.185169 0.160193 0.147513 0.130638 0.129972 0.126156 0.125774 0.124185 0.123181 0.168352 0.128963 0.120179 0.13105 0.165611 0.121501 0.117851 0.115508 0.163731 0.114357 0.112442 0.107434 0.107031 0.103636 0.13172 0.101613 0.100204 0.097961 0.0976991 0.0981255 0.0954123 0.146362 0.085679 0.0848713 0.0838275 0.08315
threshold=710.35227943193206 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 5.5000000000000009 0.55718954248366026 3.5000000000000004 3.5000000000000004 1390.6758529546753 8.5000000000000018 2.5000000000000004 0.64400921658986188 3.5000000000000004 2.5000000000000004 2.5000000000000004 6.5000000000000009 0.61651583710407254 1.5000000000000002 7.5000000000000009 13.500000000000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.44590643274853808 0.41277890466531447 1.0000000180025095e-35 0.13100686498855837 0.65058139534883741 1.5000000000000002 0.53033088235294124 2.5000000000000004 0.26393188854489169 3.5000000000000004 3.5000000000000004 1.5000000000000002 6.5000000000000009 2.5000000000000004 8.5000000000000018 6.5000000000000009 1.5000000000000002 0.6198686371100165 6.5000000000000009 0.9298029556650248 25.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 9 3 16 22 10 35 19 14 -2 11 12 -4 31 18 23 41 -10 30 -7 -17 -14 39 25 44 -11 -16 28 -28 -29 -1 -13 49 -20 -35 48 37 38 -12 -5 -8 -3 -9 -44 46 -46 -25 -23 -6 -33
right_child=1 2 5 4 6 7 40 42 17 15 36 13 21 -15 26 20 -18 -19 33 -21 -22 47 -24 24 -26 -27 27 29 -30 -31 -32 32 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 45 -47 -48 -49 -50 -51
leaf_value=-9.4645989815777436e-05 0.0011247101679066919 5.9122291560294145e-05 -0.00038422270570498255 0.00037218382410638415 0.00027901778940614012 0.00040186476981649743 0.00085371934359228805 -0.00010959326153248517 -8.2110165190000999e-05 -8.6618446053296745e-07 6.9404894923798507e-05 -3.4959968088949047e-05 0.00020423104613441568 -0.00027013919183697721 -0.00039760767536174398 -0.0004715693497139701 0.00038885876540824683 8.3569880970266029e-05 -0.00010874016891096157 0.00098631150603605239 0.0010351702310191317 3.1341930380040699e-05 0.00055715964912244514 -3.326334026032597e-06 -0.00015473200670014956 -0.00031545949096167439 -0.00055617118378068256 0.00011172788070111621 -7.7963117001078285e-05 -0.00047629547310932917 -0.00028911068846031586 0.0005119328620075878 -0.00052538540619313681 -1.4989871063297633e-05 0.00034810234946314601 0.00077656846261034678 0.00036660520226961403 0.00052656054945343742 -0.00087932430241673674 7.0085575116425475e-05 0.0015549584406864027 0.0003321055913452735 0.00066533368544607722 -0.00010407484863219827 0.00041803683402362728 0.0016351715023015395 0.00078242938453355654 -0.00053527545294004841 0.0014746639711318988 -9.0288274112636561e-05
leaf_weight=17635 379 24153 8157 4446 5026 3607 3040 3381 52215 13772 1028 3184 3391 2883 11236 3314 5618 18089 16473 1292 145 1304 2727 1225 1885 4267 3611 4727 3631 1079 13957 4272 492 6229 3242 1656 4398 552 568 7444 612 3804 1022 697 764 365 484 1340 151 662
leaf_count=17635 379 24153 8157 4446 5026 3607 3040 3381 52215 13772 1028 3184 3391 2883 11236 3314 5618 18089 16473 1292 145 1304 2727 1225 1885 4267 3611 4727 3631 1079 13957 4272 492 6229 3242 1656 4398 552 568 7444 612 3804 1022 697 764 365 484 1340 151 662
internal_value=0 0.000125332 0.000171702 0.000256143 0.000404501 5.4375e-05 0.000615923 0.000296103 -0.000105051 -5.0573e-05 -2.06162e-05 -8.32923e-05 -0.000219698 8.51469e-05 -0.000161391 -6.75606e-05 0.000145225 -3.94812e-05 -0.000112283 0.000555999 -0.000408407 2.67577e-06 0.000252844 -1.57642e-05 0.000211554 -7.5281e-05 -0.000277744 -0.000174525 -0.000316407 2.44831e-06 -0.000180558 0.000204112 0.0003444 -2.91436e-05 0.0001093 0.000426023 0.000225311 -6.39882e-05 -0.000268238 0.000183048 0.000971233 9.62661e-05 4.64502e-05 0.000353363 0.000454841 0.00081153 0.000219205 -0.000255824 0.000313892 0.000431132
internal_weight=0 127507 100907 58677 25102 42230 10485 9999 152124 26600 32231 25685 14192 11493 81820 26221 33575 70304 57536 4899 3459 6035 14617 22762 4723 18039 24284 13048 7242 5806 31592 8610 5426 25944 9471 6833 6546 2148 1596 11890 3652 27957 5100 1719 2838 1129 1709 2644 5177 4934
internal_count=279631 127507 100907 58677 25102 42230 10485 9999 152124 26600 32231 25685 14192 11493 81820 26221 33575 70304 57536 4899 3459 6035 14617 22762 4723 18039 24284 13048 7242 5806 31592 8610 5426 25944 9471 6833 6546 2148 1596 11890 3652 27957 5100 1719 2838 1129 1709 2644 5177 4934
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=51
num_cat=0
split_feature=0 10 4 9 7 2 9 4 4 5 2 9 2 8 5 2 12 9 2 5 9 2 10 10 6 2 2 5 4 5 4 9 4 0 5 8 1 14 8 5 6 9 9 10 10 6 10 5 4 10
split_gain=1.33368 0.416775 0.411969 0.299291 0.207338 0.204007 0.367192 0.20992 0.202359 0.191235 0.171719 0.219261 0.176363 0.166526 0.157598 0.185311 0.152038 0.133565 0.15226 0.211738 0.127252 0.395397 0.244707 0.176065 0.173987 0.124544 0.120445 0.11162 0.11108 0.110299 0.108849 0.106975 0.103645 0.101086 0.100842 0.129345 0.102716 0.0987391 0.0974071 0.0970794 0.0965186 0.0923099 0.0910492 0.274143 0.244962 0.0901665 0.0855997 0.0844839 0.0838834 0.0835795
threshold=694.39959731492536 0.21132376395534294 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 9.5000000000000018 2.5000000000000004 10.500000000000002 2.5000000000000004 3.5000000000000004 3.5000000000000004 7.5000000000000009 3.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 0.68819444444444455 0.5913729128014843 1.5000000000000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 4.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 5.5000000000000009 1013.9723183850269 2.5000000000000004 2.5000000000000004 1335.6380194356454 0.52440476190476204 2.5000000000000004 5.5000000000000009 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.53452380952380962 0.29478609625668456 1.5000000000000002 0.55718954248366026 6.5000000000000009 1.5000000000000002 0.70659971305595415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 25 34 6 29 20 26 16 32 12 -12 40 15 28 17 -6 19 -19 22 23 -7 47 -24 -2 48 -8 41 -4 42 49 -5 -14 36 39 -3 -32 -16 -36 -11 -10 44 45 -17 -44 -21 -22 -1 -20
right_child=1 2 5 10 9 7 27 -9 14 13 11 -13 33 -15 38 30 -18 18 31 46 21 -23 24 -25 -26 -27 -28 -29 -30 -31 37 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00030826102308687984 -9.172416887418672e-05 0.0011373351738284073 0.0001475682097799517 0.0002284129348588507 -7.418152825229881e-05 -0.0002276654127339186 0.00062734068207717555 0.000515167692398735 -0.00011453212901512533 0.0017650540432118658 -5.107932536767578e-06 0.00032936411440085306 -0.0004421406380506016 -0.00045674874312197252 0.00022934081680023115 -0.00048830673965841751 -0.00041347395220788364 9.9955473159223486e-05 -0.00049538296259930825 0.00031050490177854834 0.00068367756850553285 -0.00018707494269159866 0.00045598640150152931 -0.00013041538576762619 -6.1676211962395508e-05 -0.00038065876073327236 -0.00036486182090333507 0.0012970321591690486 0.00017379112295109916 0.00047405171992049823 -0.00010800571340621123 0.00019973847146741522 0.00077980642886646911 -0.0016509531355098405 0.00038704251777742677 8.2410698141257199e-05 8.2464121629021377e-05 0.00023797257790397612 -6.757800389971674e-05 0.0010865191950455888 6.234088849592442e-05 3.7827399555405874e-05 -0.00010994904330983054 -0.00076798098073780653 -0.00013696319984613049 0.00019769502159535941 0.00087464842936668783 0.0017019586277823393 -0.00010678525874961828 6.6225396247415587e-05
leaf_weight=6799 10327 235 9059 4640 18744 5611 6169 3871 23965 352 4936 3215 1927 173 6616 7978 2193 8376 1911 1270 3104 2651 3594 684 2960 5838 9033 692 6326 3621 8440 1682 1044 190 6094 3944 12819 2729 4742 540 109 16989 11707 1450 13119 2990 1429 218 21512 1014
leaf_count=6799 10327 235 9059 4640 18744 5611 6169 3871 23965 352 4936 3215 1927 173 6616 7978 2193 8376 1911 1270 3104 2651 3594 684 2960 5838 9033 692 6326 3621 8440 1682 1044 190 6094 3944 12819 2729 4742 540 109 16989 11707 1450 13119 2990 1429 218 21512 1014
internal_value=0 0.000112832 0.000161818 -4.44488e-05 7.85828e-05 0.000281812 0.000400234 0.000179838 -0.000105675 5.09345e-06 0.0001092 -1.28548e-05 -0.00016885 0.000866051 -7.07154e-05 -9.16161e-05 -9.81267e-06 1.59013e-05 0.000123573 0.000224058 0.000110873 0.000286619 1.46998e-05 0.000600089 0.000222193 -0.000196073 -0.000205892 0.000694886 -2.12079e-05 0.000240801 -0.000160377 -0.000117987 0.000329689 -0.000550631 0.00019443 0.000309169 0.000101454 -2.34704e-05 0.000105376 0.000443979 0.00136246 -5.13286e-05 -0.000201433 -0.000112073 -0.000269827 -4.7361e-05 0.000609194 0.0007505 -0.00015517 -0.000300692
internal_weight=0 135236 103119 32117 60885 42234 19541 22693 144395 37253 15952 10268 7053 634 107051 95693 36619 34426 15682 11075 18822 6657 12165 4006 6554 16165 37344 6861 47280 12680 48413 4607 5684 2117 23632 10578 13054 11169 11358 6634 461 40954 37244 16147 21097 14697 2699 3322 28311 2925
internal_count=279631 135236 103119 32117 60885 42234 19541 22693 144395 37253 15952 10268 7053 634 107051 95693 36619 34426 15682 11075 18822 6657 12165 4006 6554 16165 37344 6861 47280 12680 48413 4607 5684 2117 23632 10578 13054 11169 11358 6634 461 40954 37244 16147 21097 14697 2699 3322 28311 2925
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=51
num_cat=0
split_feature=0 5 8 5 8 5 2 4 8 5 5 4 7 4 6 2 5 5 8 2 5 8 8 1 9 14 4 9 7 4 10 4 3 5 6 7 3 9 2 9 10 2 2 9 10 9 5 4 12 2
split_gain=1.20387 0.424367 0.893699 0.303477 0.422861 0.27328 0.267362 0.248024 0.244738 0.187974 0.17989 0.173929 0.163571 0.137044 0.135808 0.134816 0.121955 0.121078 0.149318 0.11659 0.112461 0.111249 0.109627 0.107754 0.106749 0.10518 0.102197 0.101505 0.0958088 0.0918094 0.0887518 0.0878269 0.108647 0.0843393 0.0813774 0.0782623 0.0777933 0.0760933 0.121336 0.0807082 0.076759 0.0911863 0.0759983 0.0755158 0.148847 0.0747336 0.0742417 0.0733942 0.0773069 0.0728695
threshold=679.36994087171206 2.5000000000000004 1.5000000000000002 6.5000000000000009 4.5000000000000009 5.5000000000000009 2.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 4.5000000000000009 2.5000000000000004 2.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 2.5000000000000004 11.500000000000002 1.0000000180025095e-35 2.5000000000000004 1313.6584572558543 1.5000000000000002 0.31643132220795894 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.17752100840336138 3.5000000000000004 20.500000000000004 16.500000000000004 1.5000000000000002 9.5000000000000018 13.500000000000002 2.5000000000000004 3.5000000000000004 3.5000000000000004 0.47434210526315795 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.47140522875816998 2.5000000000000004 7.5000000000000009 7.5000000000000009 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 5 8 16 21 7 12 10 11 28 19 23 -8 -12 27 34 -17 -19 29 -7 -3 46 -2 -9 -18 33 -13 -4 -1 -29 32 -23 -6 -5 47 -25 40 -39 -40 41 -15 -10 44 -20 -44 -11 49 -49 -30
right_child=1 2 3 4 26 20 13 24 42 22 14 15 -14 37 -16 17 25 18 43 -21 -22 31 -24 36 -26 -27 -28 30 35 -31 -32 -33 -34 -35 -36 -37 -38 38 39 -41 -42 -43 45 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00033866995559182002 0.00087505920208571879 0.00057130758757841752 0.00012738538873836118 0.00068223217313939687 -0.00013923870830106613 0.00089159385809892708 -0.00048877032285547101 0.00011882714421855887 -9.8956728569166727e-05 0.00031643382063689657 0.00033037509797224739 -8.1514482863778983e-05 -0.00019904871358146227 -0.00040150993446059276 -0.0001448811385993618 -0.00021707054144323173 0.00065195554335411188 3.8052324179437107e-05 -0.00059257618453721996 -0.00038452360895009028 0.0030166175109116013 0.00017870193918286139 -3.4589785985045884e-05 -2.6142895683173146e-05 0.0004033854946742417 0.0015021685673616599 0.00083103923213387213 -6.3685711927241712e-05 -4.210116167579513e-05 -0.00011451068007823742 0.00016493977088829381 0.00037200594369162545 -0.00076703085738017102 0.0013369982036605544 0.00023649321635907923 -0.0024145426946536948 0.00013635443285048643 0.0001590518452044899 -0.00058297479401137433 7.6763100747603751e-05 -6.218855185801318e-05 0.002413858671608413 -0.00061991893099653909 -6.4639252856592708e-05 -6.2220996492943307e-05 -0.00016175640277083761 0.0013612792991380398 0.0004253883836205506 -0.00010864609032400918 -0.00029318107246687169
leaf_weight=5909 397 5669 7999 2035 4260 2291 2669 6871 3808 2801 8037 28134 7878 3485 1849 25746 941 14860 2790 7915 64 2775 3432 16623 6334 593 312 7171 8141 20126 10403 12457 341 99 2061 36 13225 4789 1128 787 4236 29 2030 4622 2516 1585 181 1341 1370 4480
leaf_count=5909 397 5669 7999 2035 4260 2291 2669 6871 3808 2801 8037 28134 7878 3485 1849 25746 941 14860 2790 7915 64 2775 3432 16623 6334 593 312 7171 8141 20126 10403 12457 341 99 2061 36 13225 4789 1128 787 4236 29 2030 4622 2516 1585 181 1341 1370 4480
internal_value=0 0.00010139 0.000183905 6.61406e-05 0.000308564 0.000438313 1.14945e-05 6.8569e-05 4.74798e-06 -0.000106154 6.26944e-05 -0.000119173 3.88235e-06 -0.000159593 0.000241487 -8.48485e-05 0.000600361 -0.00014113 -6.22535e-05 -0.000216476 0.000949344 0.000381657 0.000158093 5.67404e-05 0.00025532 0.000980623 -4.31406e-05 -2.26251e-05 -1.29483e-05 -0.000165387 7.16501e-05 0.000312619 7.52055e-05 -0.000105711 0.000457948 -8.59916e-05 4.58561e-05 -9.88083e-05 2.454e-05 -0.000311845 -0.000205509 -0.000378276 -0.000254836 -0.000212389 -0.000341092 -0.000419037 0.000379853 -8.05241e-05 0.000155515 -0.000131225
internal_weight=0 143025 74574 50977 10301 23597 68451 51328 40676 136606 33253 130192 38123 17123 9886 96242 5630 50534 24788 33950 2355 21242 6414 30245 13205 1534 4671 45708 23367 26035 17574 15573 3116 4359 4096 15368 29848 14454 6704 1915 7750 3514 7423 9928 5306 3615 2982 15332 2711 12621
internal_count=279631 143025 74574 50977 10301 23597 68451 51328 40676 136606 33253 130192 38123 17123 9886 96242 5630 50534 24788 33950 2355 21242 6414 30245 13205 1534 4671 45708 23367 26035 17574 15573 3116 4359 4096 15368 29848 14454 6704 1915 7750 3514 7423 9928 5306 3615 2982 15332 2711 12621
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=51
num_cat=0
split_feature=4 2 2 5 9 9 5 10 10 9 10 10 5 8 7 9 5 5 13 4 2 9 10 10 5 5 5 14 8 4 11 12 8 2 5 4 9 8 9 8 5 3 0 9 8 4 5 5 8 8
split_gain=1.1358 0.631353 0.457673 0.320656 0.318626 0.292815 0.342017 0.280192 0.273985 0.232198 0.281313 0.257188 0.213065 0.209838 0.17284 0.170262 0.168644 0.163263 0.155159 0.148332 0.130967 0.152479 0.212714 0.130622 0.117833 0.110214 0.110166 0.106033 0.103565 0.102462 0.10059 0.099436 0.098929 0.0976603 0.0939959 0.0912325 0.0877463 0.0871133 0.0856249 0.0842519 0.0827566 0.0818451 0.0810002 0.0789905 0.076144 0.0753671 0.0828486 0.0743947 0.0785371 0.0738694
threshold=4.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.55718954248366026 0.28759398496240607 2.5000000000000004 0.33012820512820518 0.54415584415584417 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.11583184257602865 7.5000000000000009 3.5000000000000004 2.5000000000000004 0.68819444444444455 0.14459930313588851 10.500000000000002 9.5000000000000018 10.500000000000002 0.36939571150097467 8.5000000000000018 2.5000000000000004 0.037749287749287756 3.5000000000000004 4.5000000000000009 1.5000000000000002 6.5000000000000009 9.5000000000000018 2.5000000000000004 5.5000000000000009 4.5000000000000009 2.5000000000000004 6.5000000000000009 10.500000000000002 526.78509853755702 3.5000000000000004 1.5000000000000002 2.5000000000000004 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 19 17 14 18 39 15 10 -4 16 -10 20 33 -6 41 30 -7 27 21 22 -5 -20 43 37 44 -3 -26 -16 35 -21 -27 -1 -35 -2 -22 45 -38 -8 49 -11 -13 -15 -9 -12 -47 -25 -49 -14
right_child=1 3 9 13 8 6 7 26 12 11 25 42 40 24 29 -17 -18 -19 23 31 36 -23 -24 47 28 32 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 48 -50 -51
leaf_value=0.00089638325361657842 0.00010404783214850463 -0.00014208055291178802 -0.00051440523162843096 2.5109845725721957e-05 5.2007515350770391e-05 -0.00016262183782654745 0.00034871870439644962 0.0012603391699194041 0.00040660956799953965 -0.00044946461800144348 -0.00040701580473930036 -0.0010721754920554637 0.00092828837560978567 -0.00015873592017118232 -0.00031742515214627678 0.00053564643052953799 0.00016030482599599231 0.00046864280833897677 -5.4077882533486507e-05 0.00027859382986480306 0.00076715863386992084 0.00093333036248073814 0.00067907723477374259 5.670222180403739e-05 0.0010561910948869366 0.0013208911291815034 0.004127061447128654 3.0037307383774013e-05 -0.00044855093858542762 -0.00012377099611297242 -0.00059150392564250899 -1.7451599799347264e-05 -0.00010894758555576075 -4.1437116141558728e-05 0.00064300038005303225 0.0010761132436494442 -8.9124975674956147e-05 -0.0012423014582273028 0.001101780269292808 -9.0684722314463871e-05 0.0018395564601576099 -9.2482644635165126e-05 -0.00039588642235034315 0.00038895161758977837 0.00061751691476140858 -0.00015505578573816453 0.00079249521255483262 0.00051678988023177877 0.00016462741511522928 0.00044919220889088761
leaf_weight=287 22466 26313 10374 2425 6170 10476 2428 630 7772 1882 3258 703 2952 4684 10275 2581 6997 3424 15793 5329 417 1515 2552 12561 436 227 25 13559 155 20375 516 6064 259 30556 510 244 2414 200 161 1981 200 10933 1196 766 1714 12564 235 2053 6918 1106
leaf_count=287 22466 26313 10374 2425 6170 10476 2428 630 7772 1882 3258 703 2952 4684 10275 2581 6997 3424 15793 5329 417 1515 2552 12561 436 227 25 13559 155 20375 516 6064 259 30556 510 244 2414 200 161 1981 200 10933 1196 766 1714 12564 235 2053 6918 1106
internal_value=0 0.000121265 -8.37377e-05 2.2203e-05 0.00026076 -2.99125e-05 5.45462e-05 0.000386937 0.000407516 -0.000212251 -0.000309814 -9.03953e-05 0.00056236 0.000221284 -0.000104258 0.000194651 -3.71165e-05 0.000146324 7.4145e-06 -3.80862e-05 0.000367992 0.00049413 0.000360437 5.51386e-05 -9.03959e-06 -0.000183048 0.000825502 -8.35496e-05 0.000661546 -0.000188691 9.88071e-05 0.000121022 0.000558899 -2.17191e-05 -3.02009e-05 0.000114492 9.42995e-05 -0.000205229 -1.46645e-05 0.000151291 0.000846648 -0.000144909 -0.000646245 -8.17582e-05 0.000790289 -0.000192311 -0.000137658 0.000135245 0.000245219 0.000797712
internal_weight=0 114221 165410 66790 47431 116582 54579 6778 20781 48828 27117 21711 12030 15525 62003 8751 19812 26650 47801 51265 9484 6492 4977 37325 6041 16743 2369 39872 591 30650 23226 11393 486 31353 31066 22710 2992 16257 2575 4409 4258 12815 1899 5450 2344 16057 12799 21532 8971 4058
internal_count=279631 114221 165410 66790 47431 116582 54579 6778 20781 48828 27117 21711 12030 15525 62003 8751 19812 26650 47801 51265 9484 6492 4977 37325 6041 16743 2369 39872 591 30650 23226 11393 486 31353 31066 22710 2992 16257 2575 4409 4258 12815 1899 5450 2344 16057 12799 21532 8971 4058
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=51
num_cat=0
split_feature=4 2 2 5 5 4 5 9 9 10 10 8 4 10 5 7 8 11 9 14 9 3 10 9 5 5 8 9 10 5 5 8 5 9 2 9 10 5 10 12 5 8 1 2 8 3 11 0 5 1
split_gain=1.02506 0.569796 0.41305 0.297178 0.297138 0.281311 0.290935 0.2122 0.209559 0.253885 0.232113 0.200246 0.175795 0.167615 0.152201 0.149367 0.14049 0.137775 0.136635 0.136145 0.116768 0.112414 0.105944 0.104667 0.0994678 0.0970699 0.189042 0.0946359 0.143981 0.0919616 0.0905555 0.0892834 0.0863525 0.0940876 0.085381 0.0857435 0.0891262 0.0845232 0.0811636 0.080506 0.0804774 0.0952852 0.0802692 0.0797371 0.0786198 0.0738652 0.0732267 0.0731916 0.0703796 0.0702427
threshold=4.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.33012820512820518 0.54415584415584417 1.5000000000000002 8.5000000000000018 0.55086206896551737 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.048809523809523817 1.5000000000000002 0.37668918918918926 1.5000000000000002 10.500000000000002 0.54415584415584417 2.5000000000000004 9.5000000000000018 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.55718954248366026 9.5000000000000018 1.5000000000000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.64400921658986188 8.5000000000000018 0.55718954248366026 4.5000000000000009 10.500000000000002 7.5000000000000009 3049.3733999235665 1.5000000000000002 5.5000000000000009 10.500000000000002 0.037749287749287756 524.6149202379321 6.5000000000000009 3091.4684149673285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 12 29 15 46 9 -4 14 32 17 23 45 21 37 19 49 25 -17 43 -22 -9 44 42 34 -13 -29 -1 -15 -26 33 -8 35 36 -27 -6 -20 -14 -18 -42 -3 -7 48 -10 -2 -12 -11 -5
right_child=1 4 8 18 16 6 11 13 10 24 47 27 39 30 -16 20 40 -19 38 -21 22 -23 -24 -25 31 26 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00031067610024160453 8.7968516751347125e-05 -0.0002008932020936857 -0.00048868496996379892 0.00033001389468847618 0.00038705841212224998 0.00095010234913207024 0.00019004557523741381 0.00011482394677876733 -0.00042699138979369455 -0.00020572059983808529 -0.0010252920897030075 -2.7440247624957128e-05 0.00034308535813462062 0.00033173782227522027 0.00015228958477840664 -0.00018927520894953663 4.9739434734131898e-06 -0.0011820324608157132 0.00055747667678019992 7.1389722820212935e-05 -9.8014019029427394e-05 0.00010580813011738119 0.00015894435739746248 0.00045750285012539763 0.0012548465710589746 -0.0001086718795148948 -0.00019737699537860669 5.3881076774848192e-05 0.00065305552497638153 0.0010234955567617738 0.00073619333647022235 -0.00010350021189759651 0.0010918064356031079 0.00070756149675946407 -0.00014894650361627364 0.00039486240884593438 0.00027540580896664199 0.0010250852650438803 0.0010474643475681569 -1.3124516783837466e-06 0.0011370309030898323 -0.00016409479772547454 -0.00093459683476309089 -5.1622928333069618e-05 -0.0011801863852306271 -8.7858512775098666e-05 -0.00055773700731319745 -0.00037969612153100879 0.00029321430455553935 0.0018494451797813746
leaf_weight=9188 19867 10881 10374 6257 4373 200 2109 8532 1882 15316 689 7003 4375 2702 6997 21888 4164 270 2385 15854 13161 21174 5770 3016 227 3392 10790 2787 1566 131 2837 259 525 1505 2791 2839 2723 589 1309 2772 360 231 386 29575 200 10933 449 1210 741 77
leaf_count=9188 19867 10881 10374 6257 4373 200 2109 8532 1882 15316 689 7003 4375 2702 6997 21888 4164 270 2385 15854 13161 21174 5770 3016 227 3392 10790 2787 1566 131 2837 259 525 1505 2791 2839 2723 589 1309 2772 360 231 386 29575 200 10933 449 1210 741 77
internal_value=0 0.000115202 -7.95508e-05 0.000247722 2.10928e-05 -2.84169e-05 -5.52365e-06 0.000182918 -0.000201638 -0.000294323 -8.58755e-05 0.000194874 -2.24226e-05 0.000312778 -3.52607e-05 -3.93607e-05 0.000276682 -5.56241e-05 0.000489431 -4.94993e-05 -0.000110628 1.77364e-05 -1.96954e-05 0.000204322 -0.000173896 -0.000106199 -4.6287e-05 8.63585e-05 0.000269435 -0.000291921 0.000538894 0.000530954 0.000492603 0.000405558 9.25176e-05 0.000167783 6.23573e-05 0.000462794 0.000731108 0.000209509 8.24683e-05 0.000628469 -0.000226029 -4.48943e-05 -0.000194967 -0.000137663 7.36979e-05 -0.000613933 -0.000182696 0.000348485
internal_weight=0 114221 165410 47431 66790 116582 107263 37403 48828 27117 21711 15495 57073 17087 19812 91768 9717 49926 10028 49656 40819 50949 18931 11548 16743 33802 22535 11356 4353 9319 5539 486 4139 3614 11745 8954 6115 4962 3694 7147 4755 591 11267 29775 16257 12815 20316 1899 16057 6334
internal_count=279631 114221 165410 47431 66790 116582 107263 37403 48828 27117 21711 15495 57073 17087 19812 91768 9717 49926 10028 49656 40819 50949 18931 11548 16743 33802 22535 11356 4353 9319 5539 486 4139 3614 11745 8954 6115 4962 3694 7147 4755 591 11267 29775 16257 12815 20316 1899 16057 6334
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=51
num_cat=0
split_feature=4 2 2 5 5 4 5 8 9 9 10 10 10 9 5 8 5 5 8 2 5 9 8 2 7 4 9 10 10 2 6 0 9 10 8 5 8 9 10 8 4 13 5 8 4 11 10 5 9 0
split_gain=0.925119 0.514241 0.372777 0.276057 0.268891 0.253883 0.262784 0.237631 0.228169 0.189127 0.229131 0.209482 0.181246 0.179619 0.168772 0.172888 0.153695 0.137361 0.135984 0.130987 0.125567 0.124638 0.11944 0.116922 0.114516 0.112158 0.113316 0.305013 0.283226 0.212309 0.144885 0.109094 0.13629 0.109017 0.108452 0.107671 0.102362 0.0994837 0.104089 0.0958124 0.0919404 0.091702 0.0908761 0.120224 0.0843443 0.0837006 0.0836022 0.0829953 0.0805372 0.0800223
threshold=4.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 1.5000000000000002 4.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.33012820512820518 0.54415584415584417 0.28759398496240607 1.5000000000000002 1.5000000000000002 1.5000000000000002 7.5000000000000009 2.5000000000000004 3.5000000000000004 1.5000000000000002 6.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 2.5000000000000004 0.49418604651162795 0.63245614035087727 3.5000000000000004 1.5000000000000002 742.73246783470552 3.5000000000000004 0.53452380952380962 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.51925925925925942 4.5000000000000009 6.5000000000000009 0.061553030303030311 7.5000000000000009 4.5000000000000009 8.5000000000000018 0.039230769230769243 0.084523809523809543 9.5000000000000018 2.5000000000000004 821.95600019910705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 25 8 47 13 23 44 10 -4 17 21 19 41 33 34 -11 20 -7 37 -10 -6 -5 -21 26 27 -3 29 40 -31 -32 46 -16 -9 -14 -37 -8 -39 -18 -28 -15 -12 -44 45 -2 -33 -1 -36 -29
right_child=1 3 9 7 22 6 18 16 12 11 42 -13 35 14 15 -17 39 -19 -20 24 -22 -23 -24 -25 -26 -27 28 49 -30 30 31 32 -34 -35 48 36 -38 38 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00029514229551172238 8.6069607682165295e-05 -0.00033791831312179134 -0.00046425072209078802 0.00059079925662985932 0.00086465732977531557 0.00071730664480863413 0.00012436373235559081 8.853956951415422e-05 1.4696901359625592e-05 -0.00013078011422820528 -0.00019381871045651077 -0.00058323624475267169 0.00028048188776794364 -0.00026523988951681411 0.00016732760097853039 -2.6419783289223433e-05 0.00067786250767776452 0.00014467510556031288 9.5387531470784628e-06 -2.8810872832883461e-05 0.0010141676010862835 0.00044389786754463309 0.00037582324045074922 7.7412386190219245e-05 -0.00017903253815369747 0.00045503865896752579 0.00011596209261904617 0.00010480886450484455 -0.00076175209878600898 -0.00029776248008541036 0.00031621127161756595 -0.0017292908293967931 0.00035830943918888205 0.00048666224153186001 -0.00040460279011302259 0.00077483520342297007 0.00035937713474153859 0.00030790045245175938 0.0011401214620511944 0.00012811305282133616 0.00043972165712416418 -1.5952520073393966e-06 0.00084462691154909555 -0.00027980844904094249 0.00062863280987110459 -0.00057530235464623727 -0.0003984035866502532 0.00097232078433011045 2.4032343468237799e-05 -0.00020524296766606155
leaf_weight=9188 22036 10745 10374 3911 2114 495 2419 11148 5679 12815 15790 1899 4901 3826 8256 8174 1498 6997 2977 26772 794 2409 3056 1548 24113 1045 6811 8859 1094 4831 2331 181 409 3952 2348 3441 2605 956 619 1683 3234 23910 499 454 701 489 339 131 2055 2720
leaf_count=9188 22036 10745 10374 3911 2114 495 2419 11148 5679 12815 15790 1899 4901 3826 8256 8174 1498 6997 2977 26772 794 2409 3056 1548 24113 1045 6811 8859 1094 4831 2331 181 409 3952 2348 3441 2605 956 619 1683 3234 23910 499 454 701 489 339 131 2055 2720
internal_value=0 0.000109442 -7.55733e-05 2.00382e-05 0.000235336 -2.6996e-05 -5.24747e-06 0.00015493 0.000193697 -0.000191556 -0.000279607 -8.15817e-05 0.00032203 -2.71104e-05 4.23093e-05 0.000151545 7.03326e-05 -3.34977e-05 0.000274896 -9.21228e-05 0.000439886 0.000142534 0.000575706 0.000445219 -9.99968e-05 -5.6564e-05 -6.94298e-05 -0.000146062 1.95323e-05 6.6661e-05 -0.000123954 0.000133612 -0.000324555 0.000270703 5.55709e-06 0.000454648 0.00059583 0.00032572 0.000634977 0.000387002 0.000220197 -3.79633e-05 -0.000165201 0.000308957 8.85206e-05 7.17117e-05 -0.000861655 -0.000277325 -0.000204547 3.19752e-05
internal_weight=0 114221 165410 66790 47431 116582 107263 24191 42261 48828 27117 21711 19035 99498 48118 20382 18732 19812 7765 51380 4788 8088 5170 5459 50885 42599 41554 22324 19230 18136 8091 3260 929 12208 15551 10947 6046 3994 1575 3181 10045 27736 16743 953 23226 22525 520 9319 4403 11579
internal_count=279631 114221 165410 66790 47431 116582 107263 24191 42261 48828 27117 21711 19035 99498 48118 20382 18732 19812 7765 51380 4788 8088 5170 5459 50885 42599 41554 22324 19230 18136 8091 3260 929 12208 15551 10947 6046 3994 1575 3181 10045 27736 16743 953 23226 22525 520 9319 4403 11579
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=51
num_cat=0
split_feature=4 2 2 4 5 8 5 9 10 5 9 4 12 4 5 8 10 8 5 2 9 10 10 9 2 9 0 9 7 5 6 5 6 10 10 5 8 4 7 1 9 9 9 10 5 10 3 5 10 5
split_gain=0.850385 0.442058 0.395769 0.340185 0.203762 0.278215 0.237816 0.200329 0.286091 0.19979 0.176871 0.176076 0.212603 0.163682 0.161162 0.153494 0.143669 0.129516 0.127966 0.123795 0.330612 0.261536 0.114383 0.219888 0.238927 0.160278 0.118289 0.121198 0.105752 0.10477 0.104341 0.101914 0.114962 0.0979691 0.129388 0.0971527 0.104495 0.0952263 0.0897347 0.0890164 0.0871793 0.084129 0.0803151 0.0948662 0.0844608 0.0774975 0.0793995 0.0767819 0.0767122 0.0765368
threshold=5.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 5.5000000000000009 2.5000000000000004 0.68237250554323736 2.5000000000000004 1.5000000000000002 9.5000000000000018 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.58898944193061853 2.5000000000000004 12.500000000000002 3.5000000000000004 2.5000000000000004 0.68819444444444455 0.40238095238095245 3.5000000000000004 3.5000000000000004 2.5000000000000004 1001.157454449629 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 13.500000000000002 2.5000000000000004 0.24695121951219515 0.5913729128014843 2.5000000000000004 1.5000000000000002 8.5000000000000018 2.5000000000000004 3049.3733999235665 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.56711711711711721 6.5000000000000009 0.77598566308243744 8.5000000000000018 5.5000000000000009 0.63245614035087727 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 13 45 6 -6 8 -7 40 39 12 35 -1 28 47 37 42 19 20 21 -14 23 24 25 -13 27 -26 -15 -17 -23 32 -10 -22 -35 -4 -37 41 48 -2 -5 -12 44 -44 -16 46 -3 -11 -21 -25
right_child=2 4 11 9 5 7 -8 -9 31 15 16 22 18 14 17 29 -18 -19 -20 38 33 30 -24 49 26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 36 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00026345892469038974 0.00018506632296639295 -0.00076564805783443891 4.4394733732905524e-05 -3.7221450222465593e-05 1.5108481382615893e-05 -0.00051699550346504214 0.0008773151700636133 -2.937440942000896e-05 7.473631503498948e-05 0.00038589774065456823 0.00021424724617865904 -4.0535240841953406e-05 -0.00034122320393063424 -1.4173058830541151e-05 8.1615223801213724e-05 4.6282378380261478e-05 0.00075978233519949704 -4.3789739061055163e-05 0.001924225229685149 -0.00026935096322903106 0.00011024781375193487 0.00031280894627623134 0.00054980918444109289 0.00075697283277001263 0.0019875007800389238 0.0014400642427949794 -0.0016968829606873862 -0.00064634071197810811 -0.00014694959847893235 0.00043222663391822642 -0.000168639731192718 0.0014114528351395468 -0.00051143422541368539 0.00068888161795609235 -0.00016573096213065163 0.00056143745356679125 0.000175215590200561 0.0012886728389415346 9.9857247960528293e-05 0.001558609860469861 0.0001082724753736138 0.00061072128021457197 0.00031447887082960578 0.0010205121677212433 0.0010531046983705591 -0.00050612188956488486 -0.00021613203030347862 0.001227710226652716 -0.00093359267641657359 0.003132527395306776
leaf_weight=9319 13463 676 7635 22061 18949 8030 835 9224 3522 6322 5213 747 6911 34853 2963 9290 3049 4841 81 5634 2789 3090 2877 583 48 242 268 485 26322 2169 1770 120 1097 2327 547 2504 5826 261 1602 119 19306 1800 1422 715 242 2865 23827 283 471 36
leaf_count=9319 13463 676 7635 22061 18949 8030 835 9224 3522 6322 5213 747 6911 34853 2963 9290 3049 4841 81 5634 2789 3090 2877 583 48 242 268 485 26322 2169 1770 120 1097 2327 547 2504 5826 261 1602 119 19306 1800 1422 715 242 2865 23827 283 471 36
internal_value=0 -5.05671e-05 0.00015035 4.86111e-07 -0.000154016 -8.45447e-05 5.14986e-05 -0.000206924 -0.000335181 9.12607e-05 0.000315671 6.5311e-05 3.04449e-05 -6.63833e-05 -4.06462e-05 0.000229991 0.000471674 0.000143528 -5.99344e-05 -6.6327e-05 7.44222e-06 -0.000143582 0.000336977 8.27987e-05 -0.000198114 0.000321755 -0.00084 -0.000409147 -7.13033e-05 0.000119335 0.000137467 -2.71044e-05 -6.44776e-05 0.000321359 0.000526226 0.000173229 0.000291314 0.000350909 -0.0002332 0.000197101 3.06806e-05 0.000316009 0.000313278 0.000550704 0.000154969 -0.000260063 -0.000231292 0.000421966 -0.000320597 0.000895131
internal_weight=0 209253 70378 140108 69145 41777 19784 21993 12769 59431 23905 46473 41187 80677 71358 18064 10323 10183 25222 25141 17434 11771 5286 2409 1790 989 801 533 61175 11459 4860 4739 4619 5663 2874 15965 8330 7274 7707 13582 41367 7013 5342 2137 3205 27368 24503 6605 6105 619
internal_count=279631 209253 70378 140108 69145 41777 19784 21993 12769 59431 23905 46473 41187 80677 71358 18064 10323 10183 25222 25141 17434 11771 5286 2409 1790 989 801 533 61175 11459 4860 4739 4619 5663 2874 15965 8330 7274 7707 13582 41367 7013 5342 2137 3205 27368 24503 6605 6105 619
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=51
num_cat=0
split_feature=5 8 5 8 5 2 4 8 0 4 9 7 4 5 10 5 14 14 4 2 9 10 5 8 4 4 6 4 11 4 5 12 4 9 2 11 2 10 10 2 9 10 10 10 3 2 2 7 2 6
split_gain=0.774961 0.771798 0.36949 0.353528 0.33965 0.317653 0.343085 0.239519 0.154621 0.14932 0.138519 0.132764 0.128494 0.113343 0.111213 0.110413 0.109533 0.108482 0.105904 0.109856 0.119078 0.190726 0.105676 0.101159 0.0905949 0.0841433 0.0814966 0.0813737 0.07946 0.075061 0.0748754 0.0707285 0.0700119 0.0683353 0.0859156 0.0679276 0.0635159 0.0634809 0.066964 0.0693789 0.0581891 0.165449 0.159493 0.0658494 0.0923965 0.0570969 0.0568474 0.0565569 0.0563792 0.0626063
threshold=2.5000000000000004 1.5000000000000002 6.5000000000000009 4.5000000000000009 5.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 679.36994087171206 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.1126984126984127 8.5000000000000018 0.31643132220795894 0.37668918918918926 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.70135135135135152 11.500000000000002 1.0000000180025095e-35 6.5000000000000009 9.5000000000000018 3.5000000000000004 2.5000000000000004 0.044466403162055343 6.5000000000000009 16.500000000000004 6.5000000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.31643132220795894 0.913664596273292 2.5000000000000004 2.5000000000000004 0.17752100840336138 0.53452380952380962 0.77598566308243744 12.500000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 7 15 8 6 11 12 -2 27 28 -1 -3 46 -12 -4 36 -11 -9 29 21 -21 48 -10 -16 30 -23 -7 -8 -20 33 40 -13 34 -5 37 -17 -25 39 -39 41 -29 -42 47 -45 -15 -14 -43 49 -6
right_child=1 2 3 25 22 9 10 18 23 17 14 32 13 45 24 16 -18 -19 19 20 -22 26 -24 35 -26 -27 -28 31 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 42 43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-3.585973547852917e-05 0.0001103824472346071 -0.00019721487016526691 0.00039586157235418245 4.9320256234399769e-05 0.00097191835795239472 -0.00037925693958965225 1.0582809277745228e-05 -0.00037319124346369163 0.00051044026996010974 -0.00011874512923988698 -4.4575699778848472e-06 -0.00043818212123884569 0.00012987209408088794 0.00051124737979064646 0.00018518878572279157 0.0014457408258546274 0.0013745988824722254 0.00013942528863821615 -3.548753819898317e-05 -0.00054379860811362875 -3.815573379941647e-05 7.7725586418507333e-05 0.0026905832704545753 0.00012432738540901363 0.0005395021243670314 0.00075211859926616357 -0.00075565825213579302 -0.00048050416301696178 -0.00060949708983049154 0.00037122922178001172 0.0012593180196126923 -0.00068271730112774655 -0.00016100791136070385 0.00017834689997185153 -0.00046615455849326204 -0.00062301140119736486 0.00035873380552106074 0.00067954779598712481 0.00022876693944279063 0.00030088079591057562 -4.8367362354610218e-05 -5.0336295599955104e-05 -0.00062161173175506572 -0.00064247897439829061 -0.00013566859847439569 0.00017610677872768372 -3.9989813878228314e-05 -0.0005713478485821808 0.00027821025188974982 0.0002193507015303639
leaf_weight=32868 12947 4258 4618 1413 1987 6136 29053 4371 5669 14103 7471 2546 9763 2041 16279 161 655 5719 9459 4418 6078 2520 73 4758 2029 313 332 4896 526 1289 100 691 21666 1335 1889 213 813 2307 5752 2543 13840 9835 1330 1409 2486 3368 9941 550 493 321
leaf_count=32868 12947 4258 4618 1413 1987 6136 29053 4371 5669 14103 7471 2546 9763 2041 16279 161 655 5719 9459 4418 6078 2520 73 4758 2029 313 332 4896 526 1289 100 691 21666 1335 1889 213 813 2307 5752 2543 13840 9835 1330 1409 2486 3368 9941 550 493 321
internal_value=0 0.000106371 7.67872e-06 0.000269224 0.000290467 -6.51343e-05 -1.5295e-05 -4.34067e-05 0.000246582 -0.000157008 7.33932e-05 -0.000101308 5.6765e-05 9.98282e-05 0.000158115 0.000520708 0.000874633 -4.42584e-05 -0.00014676 -0.000105685 -0.000201485 -0.000338035 0.00081252 0.000329595 0.000224456 -4.1869e-05 -1.92882e-05 -0.000211289 -4.44001e-07 1.32897e-05 -9.43322e-05 -0.000181873 -0.000190154 -0.000123525 -0.000245571 0.000263762 0.000538414 0.000276059 0.000344154 0.000481001 -0.000171796 -0.000229681 -9.86254e-05 -0.000143685 -0.000319005 0.000302567 4.41739e-05 -7.79296e-05 0.000763574 0.00086725
internal_weight=0 106198 69135 11297 37063 173433 112438 57838 34189 60995 55358 57080 29371 25113 25779 6247 1629 19822 28467 24096 13348 7270 2874 21242 18308 5050 2852 41173 29579 10748 4737 35037 24212 4637 3302 15573 974 15360 10602 4850 34346 19176 15170 14280 3895 5409 19704 10385 2801 2308
internal_count=279631 106198 69135 11297 37063 173433 112438 57838 34189 60995 55358 57080 29371 25113 25779 6247 1629 19822 28467 24096 13348 7270 2874 21242 18308 5050 2852 41173 29579 10748 4737 35037 24212 4637 3302 15573 974 15360 10602 4850 34346 19176 15170 14280 3895 5409 19704 10385 2801 2308
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=51
num_cat=0
split_feature=4 2 2 3 7 5 8 9 10 10 14 2 9 5 10 5 8 8 13 9 3 7 1 10 3 5 8 3 10 5 4 9 4 5 4 10 12 12 9 8 5 6 10 9 2 6 6 5 7 9
split_gain=0.72382 0.365348 0.335921 0.28474 0.258926 0.175895 0.217528 0.169555 0.267428 0.251786 0.161063 0.155175 0.149822 0.131692 0.126076 0.11788 0.112106 0.110209 0.11 0.111061 0.103477 0.100591 0.0975443 0.0928361 0.0927114 0.0921794 0.10478 0.0907337 0.0904864 0.0885747 0.0866198 0.0844586 0.0841338 0.0748511 0.0744058 0.0724102 0.0710019 0.0695157 0.0688663 0.0685284 0.0717493 0.0678941 0.064906 0.0791712 0.124743 0.0769445 0.0660901 0.0633248 0.0631959 0.0627696
threshold=5.5000000000000009 2.5000000000000004 2.5000000000000004 11.500000000000002 1.5000000000000002 6.5000000000000009 3.5000000000000004 2.5000000000000004 0.3623737373737374 0.57359307359307377 0.32200460829493094 1.5000000000000002 1.5000000000000002 5.5000000000000009 0.58898944193061853 2.5000000000000004 3.5000000000000004 1.5000000000000002 0.09449404761904763 1.5000000000000002 10.500000000000002 1.0000000180025095e-35 1340.7094387412242 0.032795698924731186 31.500000000000004 5.5000000000000009 2.5000000000000004 25.500000000000004 0.23166368515205729 6.5000000000000009 2.5000000000000004 2.5000000000000004 8.5000000000000018 16.500000000000004 2.5000000000000004 0.10582306830907055 6.5000000000000009 1.5000000000000002 2.5000000000000004 6.5000000000000009 9.5000000000000018 4.5000000000000009 0.8021739130434784 2.5000000000000004 3.5000000000000004 1.5000000000000002 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 11 13 7 41 8 22 20 15 -1 32 18 27 -4 -15 -17 -5 -20 35 -13 -3 -24 42 34 -27 38 31 -19 -10 -21 37 39 -6 -9 -22 -2 -14 40 -8 -7 43 -12 -45 -46 -44 -16 -25 -23
right_child=2 5 10 4 25 6 33 9 30 -11 24 21 14 16 47 17 -18 29 19 28 36 49 23 48 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 46 44 45 -47 -48 -49 -50 -51
leaf_value=0.00079583479903173296 0.00031883159583183927 -0.00012551787731543125 -0.00012225154345873963 -2.0252239357596879e-05 -0.00032401146633208062 0.00076167360953322471 -0.00017188624414426606 -0.00011734644004879541 -0.00037238625120385822 -0.00060077668370593206 -3.8521579696852389e-05 -3.5802762448247279e-05 0.00020096442933821473 0.00069813625251054158 0.00067166354415123782 0.0002563873675212933 0.00014154604883106627 -8.0334837970943957e-05 5.1749085122358295e-05 -1.2833006291620634e-05 1.448891719572529e-05 -0.00022810053456131529 -0.00020214058043612013 -0.00037408853993680703 0.00060551322494078541 0.00068583038104402339 -3.624280243348678e-05 0.0013663416104734124 0.00032115583165546492 0.00023847080825583678 -7.6905594055666309e-05 0.00030777939884789329 0.00065042677192139807 0.0012521334554491516 -7.1315628044868557e-05 -0.00072731096407068375 -0.00045028318909417223 6.8258263764729401e-05 0.00056015154766679055 -0.0006186432855272107 0.00063877783857832818 -2.6376057406641608e-05 0.00044171348419898954 0.00044159518218701621 -0.00022817594490179193 0.00028575903915770482 -0.00046095880023627121 0.0022861045854721939 -0.00063555314797481401 -5.9273404903598348e-05
leaf_weight=509 4080 2779 12740 12931 3701 1377 1436 1147 2875 2078 5314 43847 5287 1794 2987 5781 1825 9592 16098 5482 23892 14542 2836 3927 1245 776 1425 202 11350 2819 18065 3285 895 95 13683 845 851 8607 1785 648 337 341 2590 3197 1702 1273 220 62 5616 8860
leaf_count=509 4080 2779 12740 12931 3701 1377 1436 1147 2875 2078 5314 43847 5287 1794 2987 5781 1825 9592 16098 5482 23892 14542 2836 3927 1245 776 1425 202 11350 2819 18065 3285 895 95 13683 845 851 8607 1785 648 337 341 2590 3197 1702 1273 220 62 5616 8860
internal_value=0 -4.66525e-05 0.000138711 -2.39868e-07 6.87402e-05 -0.000140698 0.00017155 -0.000161065 -0.000233262 -7.06143e-05 6.03652e-05 -7.38948e-05 0.00029102 0.000126367 0.000434599 -5.61334e-06 0.000417457 7.60693e-05 0.000104932 0.000149631 -2.9407e-05 -8.04777e-05 -0.000393218 -0.000453315 0.000191685 -8.65162e-05 0.000218336 0.00032147 0.000227958 -7.92221e-06 -0.000117474 0.000107301 0.000181892 -0.000124598 -0.000125114 -0.000376091 -1.49625e-06 0.00014884 0.000291625 -0.000178621 -1.78006e-05 0.000605256 0.000155646 0.000102951 0.000224756 -8.2636e-06 0.000371042 0.000704492 -0.000527959 -0.000164183
internal_weight=0 209253 70378 140108 72350 69145 4234 64911 36098 28813 46473 67758 23905 52765 10323 30932 3619 18192 49146 36215 26735 67249 15158 12379 15541 19585 2201 7274 20117 12411 20940 8767 13582 2516 17384 1992 24743 12687 7072 2421 1773 1718 14296 11486 6172 2975 2810 3049 9543 23402
internal_count=279631 209253 70378 140108 72350 69145 4234 64911 36098 28813 46473 67758 23905 52765 10323 30932 3619 18192 49146 36215 26735 67249 15158 12379 15541 19585 2201 7274 20117 12411 20940 8767 13582 2516 17384 1992 24743 12687 7072 2421 1773 1718 14296 11486 6172 2975 2810 3049 9543 23402
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=51
num_cat=0
split_feature=4 2 2 5 5 9 5 10 5 8 9 10 10 9 10 7 9 9 4 5 13 5 8 8 8 5 5 12 8 5 4 5 8 9 2 9 4 2 10 5 10 7 2 10 8 14 5 10 6 9
split_gain=0.669396 0.353909 0.257002 0.22395 0.212755 0.199866 0.236696 0.244316 0.166125 0.154058 0.141599 0.178359 0.16889 0.132674 0.12336 0.114406 0.1061 0.106032 0.104929 0.104484 0.0942024 0.0890307 0.0998081 0.0912856 0.0836877 0.18782 0.083504 0.0823155 0.0806852 0.0796992 0.0727468 0.072571 0.0803359 0.0715243 0.0707456 0.0730801 0.0704891 0.0699553 0.0746104 0.0694911 0.0712166 0.0691415 0.0683769 0.0721781 0.0681645 0.0661577 0.0643742 0.0629991 0.0620744 0.0618337
threshold=4.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 1.5000000000000002 1.5000000000000002 0.54415584415584417 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.33012820512820518 0.54415584415584417 1.5000000000000002 0.28759398496240607 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 7.5000000000000009 2.5000000000000004 0.061553030303030311 8.5000000000000018 3.5000000000000004 7.5000000000000009 1.5000000000000002 1.5000000000000002 10.500000000000002 3.5000000000000004 1.5000000000000002 12.500000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 3.5000000000000004 0.60232558139534886 9.5000000000000018 0.79772727272727284 1.5000000000000002 1.5000000000000002 0.90550595238095244 3.5000000000000004 0.53410852713178303 6.5000000000000009 0.23166368515205729 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 18 15 20 17 28 34 11 41 19 -2 33 42 -5 47 24 -12 -7 22 48 29 25 -3 -10 -20 -9 45 -17 -16 -33 -15 -6 -36 -18 49 -39 44 -41 -4 -1 -44 46 -23 -13 -8 -11 -27
right_child=1 4 10 16 9 6 7 8 26 21 12 39 -14 14 31 30 36 -19 27 -21 -22 23 -24 -25 -26 37 -28 -29 -30 -31 -32 32 -34 -35 35 -37 -38 38 -40 40 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0007500013282692162 5.4917089742825086e-05 -0.0001454425726615466 -0.0003262397235850405 0.00028315913434651276 0.00072716118752287747 -0.00027219614727204769 -0.00011134460932187755 0.00042939924386665833 0.00086189155760080629 0.0002637611723800203 -0.00010710000417594262 -0.00014373603633682105 -0.00051586623782042278 -1.3177923682048337e-05 0.0002244413467220458 -0.00026253887705956748 0.00055598316127181482 0.0002787252832243942 0.00024700507401847609 0.00013313880525185048 -1.44286312724091e-05 0.00031158738721168421 -0.00012054690858460036 -0.00034399985626691891 -0.00018838711210780341 8.5691767172720916e-05 0.0037822037301957611 -2.2351414669074533e-05 9.1230630552737878e-05 0.0016585293708410447 -9.9364353274497403e-05 0.00089774206454170432 0.0003940369263172131 0.00032842866854366137 0.0011706980006626121 -8.0801153835148289e-05 0.0013617193069352406 -2.953633862816822e-05 -0.00090295206291894257 -0.00045256695780517475 0.00085771124539578956 -0.00062655490986545314 -8.9002671933116948e-05 6.5888466592795708e-05 -0.00053649532513201843 0.0012072308437363899 0.00047480569827823641 0.00011374061554242133 -0.00011098061882943484 0.00034095799901465867
leaf_weight=287 20316 15318 7837 6334 1678 4123 7721 4200 1174 5163 12815 14740 1899 5135 4901 10275 3399 3833 5329 6997 25258 1199 4579 320 10653 7590 25 6064 3041 155 20375 995 3872 2184 143 633 295 2590 270 150 336 2537 18293 12773 1084 249 433 5204 1406 3451
leaf_count=287 20316 15318 7837 6334 1678 4123 7721 4200 1174 5163 12815 14740 1899 5135 4901 10275 3399 3833 5329 6997 25258 1199 4579 320 10653 7590 25 6064 3041 155 20375 995 3872 2184 143 633 295 2590 270 150 336 2537 18293 12773 1084 249 433 5204 1406 3451
internal_value=0 9.30951e-05 -6.42852e-05 0.000197535 1.89269e-05 -2.39508e-05 4.5827e-05 0.000158262 0.000377645 0.000181089 -0.000160588 -0.000236776 -6.54297e-05 0.000141279 0.000243962 -8.53736e-05 0.000407362 4.77723e-05 -3.01819e-05 -2.22549e-05 -5.06008e-05 0.000112842 5.86451e-05 0.000427034 -6.84196e-05 -2.46805e-05 0.000922782 0.000103638 0.000287379 0.000580952 -0.000154066 0.000360253 0.000497013 8.8758e-05 0.000544596 0.000149823 0.000620329 0.000108392 -0.000111992 -0.000135838 0.000453304 -0.000399683 -1.8221e-05 -2.53181e-05 -0.00015345 0.000465603 -0.000126084 -2.07184e-05 0.000183553 0.000165478
internal_weight=0 114221 165410 47431 66790 116582 54579 25198 8440 15525 48828 27117 21711 37403 17087 62003 10028 16758 51265 19812 29381 13071 11148 1923 39872 29219 1199 11393 7241 1603 30650 9768 4867 7319 2454 776 3694 13901 2860 16743 486 10374 31353 31066 16257 1448 15173 12925 6569 11041
internal_count=279631 114221 165410 47431 66790 116582 54579 25198 8440 15525 48828 27117 21711 37403 17087 62003 10028 16758 51265 19812 29381 13071 11148 1923 39872 29219 1199 11393 7241 1603 30650 9768 4867 7319 2454 776 3694 13901 2860 16743 486 10374 31353 31066 16257 1448 15173 12925 6569 11041
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=51
num_cat=0
split_feature=5 8 5 8 5 4 2 8 7 0 4 4 2 12 5 5 4 9 9 10 10 2 6 2 9 10 0 4 4 6 2 9 10 5 6 10 9 8 3 10 5 2 4 9 2 4 10 7 2 11
split_gain=0.623909 0.674408 0.300464 0.296928 0.275255 0.246251 0.243763 0.214867 0.135694 0.122692 0.110557 0.107774 0.102459 0.0941447 0.0941192 0.0932455 0.0885196 0.082372 0.0799359 0.234266 0.216289 0.0903348 0.148854 0.0785649 0.0997368 0.163722 0.0749789 0.0745559 0.0724732 0.0718713 0.0706445 0.094822 0.0689239 0.0679892 0.0678783 0.0656774 0.0651096 0.0642209 0.0638287 0.0637535 0.0635855 0.0617461 0.0621923 0.0602112 0.0753989 0.0601058 0.0584064 0.0568341 0.0735394 0.0556695
threshold=2.5000000000000004 1.5000000000000002 6.5000000000000009 4.5000000000000009 5.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 845.0925897907822 6.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 11.500000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.6198686371100165 0.39339826839826847 3.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.70135135135135152 858.45016876509555 6.5000000000000009 9.5000000000000018 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.52277432712215333 9.5000000000000018 3.5000000000000004 0.18834459459459463 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 0.15470085470085473 15.500000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 6.5000000000000009 0.77598566308243744 2.5000000000000004 3.5000000000000004 0.048809523809523817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 7 13 9 8 10 11 12 -2 17 -3 41 33 -13 -6 -9 49 20 21 -8 27 -23 45 25 -25 -24 -20 40 -27 31 32 -16 -4 47 36 -28 -11 -14 -19 43 -1 -43 44 -5 -18 -40 48 -15 -7
right_child=1 2 3 28 15 6 18 16 -10 37 -12 14 38 34 30 -17 23 39 19 -21 -22 22 26 24 -26 29 35 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 46 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.00071615431787292166 0.00016180324946459378 -0.0001806053375279796 0.00065086367222141862 3.4245959892631304e-05 0.00069152070809406943 -1.2116147227369328e-05 -0.00032695667097258716 -0.00034778413156653524 -0.00029468914865379793 0.00056589905914392871 0.00027094258465130538 -7.3041067309677374e-06 -0.0007478994458393869 0.00046513724031542903 -4.0212140406897501e-05 0.0025016484693990869 -4.6252178269251625e-05 -7.1829262804645212e-06 4.2681866805863801e-05 -0.00073081713360754032 -2.396225946184874e-05 -0.00030473725061566648 0.00024110363196115016 -0.0004998437191048407 -3.4754893424023192e-05 7.7224596010680782e-05 -0.0026272289096451705 0.00035797529032560905 0.00069080915052331052 -0.00070539960197164473 -9.1350498171380475e-05 0.0005548102450223288 0.00026028632293146096 0.0015253774880889311 -4.9326738654185297e-05 0.00017897472107334872 -0.00023683572183542243 0.00029283364199255286 -0.00016224206228231076 0.00016742719323054728 0.00097074874817321068 -0.00025123186742028619 -5.2670511556375645e-05 0.0001583139712394955 -0.00045003417155400482 0.00031769894758395498 -0.0005032060922917107 0.00075550173839484614 -0.00016261871425073376 -0.00058246197891825976
leaf_weight=251 22964 4258 1465 1413 2801 25992 10473 4371 10410 2905 5723 12307 547 2005 2760 73 9459 7953 9370 1098 13459 4301 2558 4418 6078 2520 63 2344 313 332 1943 1920 6183 262 863 106 52 8320 12286 15255 136 4322 45036 1324 1864 1289 1399 1044 608 435
leaf_count=251 22964 4258 1465 1413 2801 25992 10473 4371 10410 2905 5723 12307 547 2005 2760 73 9459 7953 9370 1098 13459 4301 2558 4418 6078 2520 63 2344 313 332 1943 1920 6183 262 863 106 52 8320 12286 15255 136 4322 45036 1324 1864 1289 1399 1044 608 435
internal_value=0 9.54433e-05 3.18734e-06 0.000239041 0.000267532 -5.84427e-05 -6.89282e-06 -4.28799e-05 -0.000127301 0.000228025 6.28507e-05 5.19968e-05 -0.000100007 0.000469516 9.14353e-05 0.000737498 -0.00014077 3.88573e-05 -9.4992e-05 -2.09233e-05 -0.000156557 2.05508e-05 -0.000120451 -0.000103217 -0.000184233 -0.000309202 0.000164766 0.000105773 -4.60636e-05 -1.38803e-05 0.000186327 0.000235994 0.000167546 0.000783535 0.000349536 -0.000718822 -0.00154636 0.000363502 -0.000218268 0.000107591 -9.47529e-05 -6.60795e-05 -7.00574e-05 -0.000126248 -0.000241219 -2.60378e-06 -0.000197098 0.000443662 0.000319069 -2.15043e-05
internal_weight=0 106198 69135 11297 37063 173433 99182 57838 74251 34189 55358 29371 63841 6247 25113 2874 28467 49635 43824 19892 23932 18794 7080 24096 13348 7270 2779 11714 5050 2852 12806 10863 8943 1727 4520 221 115 11225 14232 23208 4737 49609 49358 4601 3277 10748 13685 3657 2613 26427
internal_count=279631 106198 69135 11297 37063 173433 99182 57838 74251 34189 55358 29371 63841 6247 25113 2874 28467 49635 43824 19892 23932 18794 7080 24096 13348 7270 2779 11714 5050 2852 12806 10863 8943 1727 4520 221 115 11225 14232 23208 4737 49609 49358 4601 3277 10748 13685 3657 2613 26427
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=51
num_cat=0
split_feature=4 5 8 5 8 8 2 2 4 5 2 5 5 8 0 4 9 10 6 11 2 4 2 2 13 7 10 9 10 10 7 0 13 5 12 2 5 3 5 0 8 7 4 9 10 2 5 9 10 8
split_gain=0.573091 0.4004 0.464507 0.28293 0.236706 0.217441 0.166691 0.153535 0.133058 0.127656 0.120882 0.114861 0.113968 0.0976806 0.0871588 0.0861472 0.0839394 0.12454 0.0840584 0.0815197 0.0800662 0.0794844 0.0794503 0.0792993 0.0792422 0.0775117 0.0770624 0.0695523 0.115088 0.0861926 0.068792 0.084089 0.0685594 0.0645109 0.0642027 0.0639574 0.0587478 0.0582959 0.0579206 0.0780797 0.0724586 0.057567 0.057562 0.0570756 0.0862531 0.0569667 0.056954 0.0567649 0.0942109 0.0565891
threshold=3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 7.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 778.64491060969465 7.5000000000000009 2.5000000000000004 0.68496240601503777 2.5000000000000004 0.23205128205128209 2.5000000000000004 8.5000000000000018 1.5000000000000002 3.5000000000000004 0.10762548262548265 1.0000000180025095e-35 0.5913729128014843 2.5000000000000004 0.49418604651162795 0.27149877149877155 2.5000000000000004 1187.5997340955021 0.64400921658986188 8.5000000000000018 4.5000000000000009 2.5000000000000004 9.5000000000000018 13.500000000000002 11.500000000000002 798.01459575955221 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 0.56711711711711721 3.5000000000000004 1.5000000000000002 1.5000000000000002 0.58434959349593507 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 14 4 12 9 24 8 36 20 21 22 35 -13 -3 16 17 -12 -19 27 -5 32 -10 -11 -2 -24 -18 29 46 -9 31 -25 41 -7 -17 47 -1 -30 39 -31 -40 -6 -26 -15 -45 -14 -29 -4 -49 -35
right_child=1 2 3 5 10 33 -8 19 11 23 15 13 45 43 -16 34 26 18 -20 -21 -22 -23 25 30 42 -27 -28 28 37 38 -32 -33 -34 49 -36 -37 -38 -39 40 -41 -42 -43 -44 44 -46 -47 -48 48 -50 -51
leaf_value=-0.0002477336550505742 -0.00011154831114147887 0.00025672554588917687 7.4414487657538505e-05 0.00054896268724575136 0.00010198865163579456 -0.00014748850748428383 -0.00013744549387197466 -0.00043191432202371031 0.0007148138296416643 0.00088879995700659714 -0.00039977856858260412 0.00037994977583064287 0.00037863805742286344 -8.0751172167091957e-05 0.00049488279182268043 0.00017011642538200991 -4.2493463126528756e-06 6.3861374985616388e-05 -0.00059926895511492337 -0.0019078847298616261 0.0001987838346443142 0.00072788486160088107 -1.289784355250655e-05 -7.5228098686583792e-06 4.3638255707298568e-05 -0.00012688200806243398 -0.00055214651691550486 -0.00016775530616376625 -0.00094619309148421767 -0.000154460253872118 0.00079467311586668178 -0.0033344955230131743 0.00021188874125763345 0.00043596600003511669 -0.00018816311543074226 1.1631051530435132e-05 0.00081862775619561214 -0.00029131677661452888 0.0011914026657879758 -0.00071460704732043297 -0.0015900137306224288 -9.8547000818558834e-05 0.0002946583063820887 2.9966269171969944e-06 0.00057289258595329487 -3.2083798635843172e-05 5.9148462831709478e-05 0.00014905437864596598 0.00058433717439874792 -0.00020264950415108097
leaf_weight=9188 8102 8086 7450 2289 6083 3064 26777 4907 331 1776 6427 2723 5734 4543 7319 3811 7481 3161 563 69 5690 423 34667 377 26188 26177 702 5107 505 9246 339 20 4250 1138 1861 13570 131 1039 143 667 28 8693 2502 1895 1022 990 6032 4053 1793 499
leaf_count=9188 8102 8086 7450 2289 6083 3064 26777 4907 331 1776 6427 2723 5734 4543 7319 3811 7481 3161 563 69 5690 423 34667 377 26188 26177 702 5107 505 9246 339 20 4250 1138 1861 13570 131 1039 143 667 28 8693 2502 1895 1022 990 6032 4053 1793 499
internal_value=0 5.6961e-05 0.000115721 7.32736e-05 3.43877e-05 0.00027048 -4.25382e-05 -8.99498e-05 -5.50582e-05 0.000397105 -4.26649e-05 -3.18533e-05 0.00013407 0.00012363 0.000369875 -0.000117727 -0.00017041 -0.000266466 -3.63917e-05 -0.000191415 0.000299242 4.99846e-05 -5.77346e-05 0.000707953 2.65348e-05 -6.19374e-05 -5.12521e-05 -0.000187135 -0.000100958 -0.000260045 0.00027156 -0.000175128 3.4913e-05 -1.21033e-05 5.25638e-05 8.79943e-05 -0.000232743 -0.000505509 -0.000176411 -0.00019215 0.000735966 -1.59903e-05 6.55292e-05 3.007e-05 0.000202665 0.000318166 -4.48822e-05 0.000165931 0.000282558 0.000241299
internal_weight=0 171211 107642 92237 77045 15192 63569 108420 80677 10491 43455 71358 33590 10183 15405 24006 18334 10151 3724 27743 7979 19449 61175 2512 36792 60844 8183 27674 12683 14991 736 397 19026 4701 5672 26866 9319 1544 10084 9913 171 14776 28690 7460 2917 6724 11139 13296 5846 1637
internal_count=279631 171211 107642 92237 77045 15192 63569 108420 80677 10491 43455 71358 33590 10183 15405 24006 18334 10151 3724 27743 7979 19449 61175 2512 36792 60844 8183 27674 12683 14991 736 397 19026 4701 5672 26866 9319 1544 10084 9913 171 14776 28690 7460 2917 6724 11139 13296 5846 1637
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=51
num_cat=0
split_feature=4 12 11 5 8 2 2 9 10 4 4 9 5 8 5 4 9 0 9 6 12 2 8 5 5 10 4 0 13 12 7 5 6 10 9 9 10 10 12 0 10 9 10 10 14 0 4 10 10 14
split_gain=0.536379 0.308759 0.290137 0.280832 0.3788 0.262877 0.193431 0.308765 0.360017 0.186281 0.161444 0.152136 0.165549 0.175763 0.150114 0.149392 0.144433 0.263243 0.190618 0.139198 0.12177 0.109021 0.0977293 0.0968987 0.0956775 0.0955563 0.0932231 0.0925736 0.0890741 0.0838715 0.0796692 0.07959 0.0762744 0.0739268 0.0726436 0.0723369 0.148496 0.146742 0.0703793 0.0677432 0.303299 0.0667086 0.0837491 0.0649391 0.0641862 0.0634173 0.0629397 0.0628677 0.0604214 0.0600124
threshold=5.5000000000000009 1.5000000000000002 0.033908045977011504 4.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.49418604651162795 1.5000000000000002 8.5000000000000018 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 2.5000000000000004 1159.2799263297591 3.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 4.5000000000000009 8.5000000000000018 5.5000000000000009 0.54415584415584417 2.5000000000000004 928.78428753650576 0.11583184257602865 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 0.082207207207207214 2.5000000000000004 2.5000000000000004 0.5270467836257311 0.31643132220795894 1.5000000000000002 865.45763568221207 0.48074074074074075 2.5000000000000004 0.45080645161290328 0.81016731016731025 0.73431372549019625 547.80228560409705 12.500000000000002 0.42206477732793529 0.5913729128014843 0.11583184257602865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 41 3 5 14 9 7 8 21 -1 32 30 28 -14 -5 24 17 -8 20 27 -18 -3 23 -6 33 34 38 -20 -13 35 -11 -17 -10 -9 -15 37 -37 49 -7 -22 -41 42 -2 -42 -25 -38 -12 -21 -35 -28
right_child=1 6 -4 4 22 26 16 15 10 11 46 12 13 25 -16 31 18 -19 19 47 39 -23 -24 44 -26 -27 29 -29 -30 -31 -32 -33 -34 48 -36 36 45 -39 -40 40 43 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00025384284377253112 5.0553079014841953e-05 5.7345236978077712e-05 -0.00065834191581119967 0.00032004306724597317 2.1861927248760724e-05 -0.00010173739702267674 0.00085530107416955346 3.3078621700019337e-05 0.00023210667698197177 1.7261578163811e-06 0.00040965079350963176 -0.00017175238046624966 0.00041367995590658319 -5.6872353681521895e-05 0.00097713695906048422 0.00098336918131954293 -6.5863154477631509e-05 -0.002089742000714657 -0.00024321254849439132 0.00051393377108269395 -0.00036845308176059274 -0.00028339433701989281 -0.00021488078801473805 0.00037836865798154476 0.00084782024495815727 0.00024113579124761792 -0.00057604342766681064 0.0011794228214252942 2.8741506820171295e-05 -0.00052591256792095279 -0.00011153975244854876 0.0029849607672076672 2.7862462181330729e-05 0.00042061655667665265 0.00021969224480565061 7.6421351018086677e-06 -0.0007424892290499674 -6.7130290603513397e-05 -0.00040236633659051905 -0.0012942701747255276 0.00079744586596359318 0.00053359263804507277 0.00035836434059858695 -0.0020291718580252071 0.0015533232222382637 -0.00019523753234739676 0.0012461919569526558 -0.00039999015949709541 -5.8881342716177344e-05 -0.00025309217316231962
leaf_weight=7633 3083 3302 1881 7506 8127 3018 707 2379 7152 31937 3355 7080 5239 9945 983 439 2765 85 2081 1739 2935 8121 4683 474 781 6724 1716 121 25464 1220 30211 56 12667 5348 3119 19043 926 16554 5485 856 266 3115 7802 22 154 1236 241 211 749 8895
leaf_count=7633 3083 3302 1881 7506 8127 3018 707 2379 7152 31937 3355 7080 5239 9945 983 439 2765 85 2081 1739 2935 8121 4683 474 781 6724 1716 121 25464 1220 30211 56 12667 5348 3119 19043 926 16554 5485 856 266 3115 7802 22 154 1236 241 211 749 8895
internal_value=0 0.000119407 -4.01602e-05 -3.45529e-05 0.000134661 -5.45607e-05 6.72192e-05 0.000114838 4.52259e-05 -1.43541e-05 0.000157492 9.15131e-07 5.94771e-05 0.000156163 0.000396133 0.000363521 -0.000112907 0.00053923 -0.000159878 0.000107398 -0.000322025 -0.000184898 -3.05147e-05 6.81017e-05 0.000318267 8.79837e-05 -0.000142702 -0.000165039 -1.48763e-05 -0.000116474 -5.3334e-05 0.00120981 0.000101567 0.000269473 9.15681e-06 -0.000106147 -3.69408e-05 -0.00016017 -0.000295663 -0.000495667 -0.000822042 0.000329568 0.000271182 0.000581524 0.000666494 -0.000429629 0.000465715 0.000415043 0.000361712 -0.00030532
internal_weight=0 70378 209253 207372 21927 185445 56378 44590 34838 127352 23415 119719 57571 25027 8489 9752 11788 792 10996 4152 6844 11423 13438 8755 9257 19788 58093 2202 32544 49590 62148 495 19819 8476 13064 48370 21205 27165 8503 4079 1144 14000 10885 288 628 2162 3596 1950 6097 10611
internal_count=279631 70378 209253 207372 21927 185445 56378 44590 34838 127352 23415 119719 57571 25027 8489 9752 11788 792 10996 4152 6844 11423 13438 8755 9257 19788 58093 2202 32544 49590 62148 495 19819 8476 13064 48370 21205 27165 8503 4079 1144 14000 10885 288 628 2162 3596 1950 6097 10611
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=51
num_cat=0
split_feature=5 8 5 8 5 8 8 5 4 5 2 2 0 4 5 5 4 5 9 10 10 14 2 4 0 12 4 5 8 6 13 2 9 7 13 6 4 10 2 8 3 13 7 2 1 11 2 9 10 7
split_gain=0.503729 0.569516 0.241364 0.245874 0.226 0.191714 0.19095 0.405653 0.131089 0.11229 0.0993148 0.0961243 0.0948116 0.0906195 0.0860921 0.0803161 0.0792145 0.0787135 0.0774515 0.122538 0.115064 0.0752999 0.0741043 0.0734653 0.0668568 0.0647445 0.0756122 0.0642503 0.106856 0.0627875 0.0617042 0.0612298 0.0809087 0.0599874 0.0548109 0.0548827 0.0547571 0.0546577 0.0541142 0.052139 0.0520194 0.0761907 0.0502435 0.0764294 0.0500706 0.0493572 0.0491445 0.0558149 0.0736166 0.048448
threshold=2.5000000000000004 1.5000000000000002 6.5000000000000009 5.5000000000000009 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 2.5000000000000004 2.5000000000000004 845.0925897907822 2.5000000000000004 1.5000000000000002 11.500000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.45080645161290328 0.63245614035087727 0.31909090909090915 1.5000000000000002 2.5000000000000004 1187.5997340955021 2.5000000000000004 6.5000000000000009 12.500000000000002 7.5000000000000009 1.5000000000000002 0.069366479550922219 3.5000000000000004 2.5000000000000004 5.5000000000000009 0.78319623971797891 3.5000000000000004 7.5000000000000009 0.52277432712215333 3.5000000000000004 1.0000000180025095e-35 32.500000000000007 0.40967365967365971 1.0000000180025095e-35 1.5000000000000002 1290.6805954402755 0.033908045977011504 2.5000000000000004 2.5000000000000004 0.57979626485568769 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 5 9 12 13 7 10 -9 29 30 16 45 -3 -10 -6 22 -15 19 38 -20 34 24 -7 -8 26 46 -5 -29 40 -1 32 37 -21 35 -11 -18 -19 44 -14 -4 -42 43 -32 -13 -2 -25 48 -48 -33
right_child=1 2 3 27 15 23 11 8 14 21 -12 18 39 17 -16 -17 36 31 20 33 -22 -23 -24 25 -26 -27 -28 28 -30 -31 42 49 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-0.0002208502550078958 0.00015660201402631151 -0.00016397698468560666 0.00034217761551316684 -0.00024982463781111452 0.00062707641960150606 -0.00032136443431939271 0.00043517165875159606 2.3931964104671972e-06 0.00010506608013310295 0.00054618057056826381 -0.0002182601745961539 -4.1533583399245664e-05 0.00050956345931254599 -4.8218699743009119e-06 0.0002926721715087491 0.0023070276552996254 -2.164622297527323e-05 -2.9745022946296258e-05 -6.0863961842257699e-05 -0.00011204361823855652 -0.00073867058028891748 0.0010066348817955758 -0.00013955315162688921 1.0413108111221064e-05 0.0032785982558769843 -0.00018604794458192342 0.00025020353408112753 0.001443803692847816 -0.00025124749426730998 8.1614412750226177e-05 0.0017951807547284323 -0.00032132389374876693 0.00051299232371604831 -0.002157753607510434 0.0015607790791667261 -0.00019750613265900253 0.00034924838691809655 0.00023785308011627676 0.0016816485032904894 0.00026352117739928798 0.00072713084110429525 0.00315329848228047 -0.00010864580137443983 2.1773313183653188e-05 -0.00045649221299957286 -0.00065052533791268232 -0.00058916116987083001 1.7725490281039946e-05 -4.8221398893520467e-05 0.00017892975031768746
leaf_weight=5099 22773 4258 2758 2740 2801 4371 79 21444 18474 808 14701 815 2905 12307 9141 73 24094 2760 12554 7835 659 923 23684 6488 28 11263 2131 157 228 2973 61 1030 1920 36 96 358 1038 6183 31 8320 218 38 11792 15138 6730 191 1453 1652 1109 913
leaf_count=5099 22773 4258 2758 2740 2801 4371 79 21444 18474 808 14701 815 2905 12307 9141 73 24094 2760 12554 7835 659 923 23684 6488 28 11263 2131 157 228 2973 61 1030 1920 36 96 358 1038 6183 31 8320 218 38 11792 15138 6730 191 1453 1652 1109 913
internal_value=0 8.57598e-05 9.81226e-07 0.00021237 0.0002439 -4.03075e-05 -5.25132e-05 -5.31218e-06 9.51431e-05 0.000356617 -0.000110637 -0.000110828 0.000208103 4.93118e-05 0.000167167 0.000669747 -6.82301e-05 8.54757e-05 -0.000183542 -0.000259562 -9.46697e-05 0.000663417 -0.000133622 -0.000132773 0.00117925 -9.85624e-05 -2.178e-05 -0.000164841 0.000439981 0.000244648 -6.13324e-05 0.000172255 0.000218493 -0.0001214 0.000412394 0.000317845 -6.32756e-06 0.000155267 -0.000403103 0.000327196 0.000405463 0.00108727 -3.11971e-05 2.88907e-05 -0.000411669 0.000149889 -7.59378e-05 -0.000208886 -0.000355007 -8.62587e-05
internal_weight=0 106198 69135 11297 37063 57838 173433 95850 49059 8172 46791 77583 34189 29371 27615 2874 48923 25113 28660 15447 13213 2185 23791 28467 107 24096 12833 3125 385 5987 32090 12806 10863 7871 1262 1166 25132 8943 7576 11225 3014 256 26991 15199 7545 22964 10702 4214 2562 1943
internal_count=279631 106198 69135 11297 37063 57838 173433 95850 49059 8172 46791 77583 34189 29371 27615 2874 48923 25113 28660 15447 13213 2185 23791 28467 107 24096 12833 3125 385 5987 32090 12806 10863 7871 1262 1166 25132 8943 7576 11225 3014 256 26991 15199 7545 22964 10702 4214 2562 1943
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=51
num_cat=0
split_feature=4 12 4 11 2 2 3 7 2 9 10 0 0 4 9 10 9 10 10 2 11 9 5 2 5 5 3 12 14 10 5 8 5 1 2 13 12 3 10 10 8 13 7 13 4 10 10 9 10 9
split_gain=0.465325 0.263987 0.203935 0.188546 0.176942 0.167421 0.153139 0.1386 0.125295 0.172 0.24444 0.153742 0.147987 0.114686 0.110101 0.141401 0.100798 0.132549 0.123048 0.0955646 0.0907094 0.0907011 0.089738 0.087873 0.0858611 0.0841577 0.0836643 0.0797972 0.079524 0.0756746 0.074718 0.116351 0.0798418 0.0775701 0.0733957 0.072723 0.070955 0.0694043 0.0670883 0.0687913 0.0642975 0.0641681 0.064076 0.064046 0.0626432 0.0618602 0.0614824 0.0599994 0.0719941 0.0575891
threshold=4.5000000000000009 1.5000000000000002 8.5000000000000018 0.03509852216748769 2.5000000000000004 2.5000000000000004 10.500000000000002 1.5000000000000002 3.5000000000000004 3.5000000000000004 0.41042780748663105 767.97453251559966 1173.0767376433671 5.5000000000000009 2.5000000000000004 0.73431372549019625 2.5000000000000004 0.54415584415584417 0.33012820512820518 1.5000000000000002 0.048809523809523817 1.5000000000000002 2.5000000000000004 2.5000000000000004 6.5000000000000009 6.5000000000000009 10.500000000000002 4.5000000000000009 0.39736842105263165 0.55718954248366026 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 3049.3733999235665 1.5000000000000002 0.09449404761904763 3.5000000000000004 42.500000000000007 0.89009661835748799 0.18274582560296851 3.5000000000000004 0.57321428571428579 1.5000000000000002 0.43050193050193059 12.500000000000002 0.10582306830907055 0.71240601503759404 2.5000000000000004 0.45080645161290328 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 5 4 6 21 19 25 14 10 11 -10 44 -2 15 23 18 26 42 -1 30 34 -23 -4 -16 35 45 -28 -21 -24 33 -32 -33 -7 -3 -8 41 -25 39 49 -27 -13 -6 -9 -12 -18 -30 48 -15 -37
right_child=1 2 8 -5 16 20 7 43 9 -11 12 36 -14 47 24 -17 17 -19 -20 28 -22 22 29 37 -26 40 27 -29 46 -31 31 32 -34 -35 -36 38 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.00074320967045470097 0.00011281090968237396 0.0021533988142618909 0.00094377310340126299 -0.00063034893519966888 -0.00025851070535482613 -0.00013000657788792434 -3.6982577295817554e-05 -0.0001764003066915155 0.00024430227226889125 0.00049212160727909841 0.0003395290702486574 2.622878118277835e-05 -0.0019905193492377295 5.0178354822073205e-05 0.00066944281987535816 0.00052266496958005876 -8.3607275576574324e-05 -0.00044796415662147466 -0.00010925485890676518 -3.3899127781274119e-06 -0.00093818312432066985 9.8293034127064038e-05 0.00021809172700835142 -0.00011930599049533608 0.0021758863288322597 0.0008292634336570017 6.8280433979427715e-05 -0.00022678083209393663 -4.1445657262706595e-05 0.00063666505123509095 0.0002298653511104528 -5.4051077343528061e-05 0.0011560270641582007 -0.00082243001447337028 8.8803858610394887e-06 -4.4870364378197505e-05 -0.0012061786290405968 0.002035050511595297 2.4626700601526295e-05 0.00024147203276281257 0.00015980180096087577 -0.0026941267725002645 -0.00054941365720537541 2.6170092308207365e-05 0.0015413767946865261 -0.00065959747949172393 -0.00018913193051370931 0.00050360346469155524 0.00033557120666985723 0.00022724842557084263
leaf_weight=348 15542 40 228 1405 7786 12500 13123 9522 344 1219 863 224 64 3083 1158 2742 1117 1894 16639 17549 290 9080 3029 2308 103 631 15142 2700 10920 1678 4368 27261 137 418 15647 5385 792 38 16107 11486 831 24 2501 6611 124 800 19870 3115 7802 3043
leaf_count=348 15542 40 228 1405 7786 12500 13123 9522 344 1219 863 224 64 3083 1158 2742 1117 1894 16639 17549 290 9080 3029 2308 103 631 15142 2700 10920 1678 4368 27261 137 418 15647 5385 792 38 16107 11486 831 24 2501 6611 124 800 19870 3115 7802 3043
internal_value=0 7.76182e-05 3.27208e-05 -5.35979e-05 -4.86569e-05 3.95608e-06 -1.49648e-05 3.42253e-05 0.000242033 7.28244e-06 -0.000235436 -0.000671992 0.00033944 0.000206312 0.000372454 0.000272818 -0.000128711 -4.83959e-05 -0.000193298 -8.23935e-05 -5.67437e-05 9.6577e-05 0.000190137 6.66432e-06 0.000792491 7.49089e-05 -1.00953e-05 2.36293e-05 -8.83371e-05 0.000367309 -5.10231e-05 -9.79219e-06 -4.80002e-05 -0.000152412 1.43487e-05 6.37876e-05 -0.000975074 -8.44102e-05 0.0001005 0.000161868 0.000448742 -0.000237031 -0.000329236 -9.33908e-05 0.000490521 -0.000323979 -0.000136753 0.000310111 0.000254738 5.33804e-05
internal_weight=0 114221 84679 165410 164005 74448 115426 66739 10231 3654 2435 1384 1051 29542 6577 5316 48579 21653 26926 48687 44974 29474 13787 2574 1261 50606 19759 17842 48339 4707 44684 31766 27398 12918 15687 49144 1040 2346 36021 19914 1462 248 10287 16133 987 1917 30790 14000 10885 8428
internal_count=279631 114221 84679 165410 164005 74448 115426 66739 10231 3654 2435 1384 1051 29542 6577 5316 48579 21653 26926 48687 44974 29474 13787 2574 1261 50606 19759 17842 48339 4707 44684 31766 27398 12918 15687 49144 1040 2346 36021 19914 1462 248 10287 16133 987 1917 30790 14000 10885 8428
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=51
num_cat=0
split_feature=5 8 4 2 5 5 8 7 9 8 10 2 4 9 5 5 9 10 10 2 6 4 9 10 5 0 9 10 0 6 11 9 10 12 0 13 8 7 2 13 10 4 1 14 2 1 10 7 10 9
split_gain=0.452211 0.500293 0.240068 0.218777 0.203619 0.147687 0.146495 0.138718 0.133397 0.12761 0.118858 0.0970522 0.103011 0.0911525 0.0901827 0.0890421 0.0886151 0.238903 0.226221 0.119093 0.151863 0.108947 0.0877151 0.0993743 0.0868232 0.0854858 0.123487 0.100578 0.0820163 0.0766993 0.0747123 0.0732481 0.090317 0.0719146 0.0699095 0.071563 0.0690328 0.0631809 0.0630421 0.0622901 0.0616971 0.0616117 0.0598919 0.0590126 0.0586334 0.0586236 0.0857608 0.0585544 0.0657016 0.0576247
threshold=3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 5.5000000000000009 7.5000000000000009 6.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.54653679653679665 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 10.500000000000002 2.5000000000000004 0.63245614035087727 0.45080645161290328 3.5000000000000004 1.5000000000000002 6.5000000000000009 2.5000000000000004 0.44590643274853808 9.5000000000000018 757.83164246805711 3.5000000000000004 0.084523809523809543 1013.9723183850269 3.5000000000000004 0.037749287749287756 2.5000000000000004 0.56330128205128216 3.5000000000000004 486.27124121777877 0.061553030303030311 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 0.5064102564102565 0.63762626262626265 10.500000000000002 898.5532874204041 0.73431372549019625 2.5000000000000004 1324.6434901972355 0.04819976771196284 1.5000000000000002 0.44590643274853808 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 8 11 9 15 34 30 -3 13 12 -2 -10 -12 33 18 19 45 21 -21 -18 23 -14 29 43 27 -27 39 38 -4 32 -11 -7 40 -36 -16 -20 -6 -13 -1 -35 -37 -22 -42 -5 -47 -30 -49 -25
right_child=1 5 3 16 24 6 -8 -9 10 31 14 28 22 -15 36 -17 17 -19 37 20 25 -23 -24 49 -26 26 -28 -29 47 -31 -32 -33 -34 41 35 42 -38 -39 -40 -41 44 -43 -44 -45 -46 46 -48 48 -50 -51
leaf_value=-6.7121671716336142e-05 -8.4391049842236884e-06 2.8690914883609207e-05 1.6032591398595892e-05 7.608560806957363e-05 0.00060155641724070601 0.00041793354290471673 -0.00021006853757413784 -0.00024656545241709892 2.0162536575584137e-05 -0.00049992256187623627 0.00014506323449949563 -0.00010263104939674155 1.7708245600623403e-05 0.00025517281321272932 0.00083292105290368916 0.00088028089943138028 5.9250063828607964e-05 -0.00062943564306260677 1.1300229528873606e-05 -0.00025033280529353631 0.00021020932343506318 0.00038370631300231866 0.00050513213489019877 0.00021794756730013042 0.0011790249716725979 -0.0017140901052749421 0.00037851569853628877 -0.00029086326286670994 -0.0026653139274567367 1.852063318519274e-05 -0.00050771047094883514 4.2281983824906318e-06 -0.00015832552167083309 -0.00019652941089579455 -0.00017057515673867972 0.001712653294671327 0.00035365473624838085 -0.0026110641634263828 0.00014211771061462602 0.00060329774905099423 -0.00018449862256920732 0.00091776782645743189 -1.8774710754174974e-05 0.00099117431680325642 -0.00050621698633072411 -4.1998584220851099e-05 -0.00035080066363269162 -0.0014745812247403795 0.0019124103283199173 0.00045403334923518928
leaf_weight=10691 3865 13627 36127 1204 4430 2316 1554 13291 15908 2876 5027 2665 4227 5571 941 684 11748 1400 16969 6035 2774 3318 3393 7262 441 179 445 405 50 873 694 3365 5914 1032 9064 50 3728 23 898 354 8107 141 46079 265 1716 2826 11000 45 21 4013
leaf_count=10691 3865 13627 36127 1204 4430 2316 1554 13291 15908 2876 5027 2665 4227 5571 941 684 11748 1400 16969 6035 2774 3318 3393 7262 441 179 445 405 50 873 694 3365 5914 1032 9064 50 3728 23 898 354 8107 141 46079 265 1716 2826 11000 45 21 4013
internal_value=0 0.000116657 -3.46565e-05 9.58438e-06 0.000254177 -2.53492e-05 0.000204328 -9.75828e-05 7.06013e-05 -7.63678e-05 0.000146712 0.000190829 0.000226754 8.11171e-05 0.000292021 0.000358647 -6.1227e-05 6.27944e-06 -0.000117238 4.16404e-05 -9.11768e-05 0.000130705 0.000274863 0.000224463 0.00050115 0.000144936 -0.000248962 -0.000727092 -6.99858e-05 0.000452941 6.16111e-06 -0.000194149 -0.000270093 0.000256383 -7.14277e-05 -4.21354e-05 0.000450247 7.75065e-06 0.000524121 -1.98557e-05 -0.000150239 -6.25858e-05 -1.6898e-05 0.000278309 -0.0002407 -0.000258542 -0.000287682 -0.00137467 -0.000396902 0.000301975
internal_weight=0 64046 215585 126587 32537 31509 5727 88998 67996 25782 31175 25895 22760 21479 9696 4173 58591 26569 32022 25169 10103 15066 18895 15502 6642 4068 1029 584 3135 6201 36821 12155 8790 3489 75707 55193 4669 16992 5328 3019 20514 1173 46129 3039 9823 15030 13826 116 66 11275
internal_count=279631 64046 215585 126587 32537 31509 5727 88998 67996 25782 31175 25895 22760 21479 9696 4173 58591 26569 32022 25169 10103 15066 18895 15502 6642 4068 1029 584 3135 6201 36821 12155 8790 3489 75707 55193 4669 16992 5328 3019 20514 1173 46129 3039 9823 15030 13826 116 66 11275
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=51
num_cat=0
split_feature=5 8 4 2 5 5 8 7 9 8 10 11 4 11 4 9 9 10 10 2 6 4 2 4 5 0 9 5 9 10 4 13 13 10 6 0 11 10 7 0 9 2 2 7 4 8 3 13 2 2
split_gain=0.40812 0.451515 0.216662 0.197447 0.183766 0.133287 0.132212 0.125193 0.120391 0.115168 0.112855 0.0912392 0.0869879 0.0884062 0.0855044 0.0846904 0.084453 0.216542 0.178254 0.0915028 0.126496 0.0868603 0.0838268 0.0902802 0.0821868 0.0800781 0.0994997 0.0783579 0.0782824 0.0869751 0.0723864 0.0717436 0.0702922 0.0697241 0.0692211 0.0682578 0.0674279 0.0670891 0.0668934 0.0909177 0.0661064 0.0859979 0.0641951 0.0617954 0.0605417 0.0599849 0.0592649 0.0585919 0.0576224 0.0574218
threshold=3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 5.5000000000000009 7.5000000000000009 6.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.21913109756097562 1.0000000180025095e-35 10.500000000000002 0.048809523809523817 6.5000000000000009 2.5000000000000004 2.5000000000000004 0.5913729128014843 0.45080645161290328 3.5000000000000004 1.5000000000000002 6.5000000000000009 3.5000000000000004 2.5000000000000004 12.500000000000002 760.373837362372 3.5000000000000004 9.5000000000000018 2.5000000000000004 0.44590643274853808 1.5000000000000002 0.42705167173252284 0.18677325581395351 0.85092592592592597 3.5000000000000004 821.95600019910705 0.037749287749287756 0.25265957446808512 1.5000000000000002 1013.9723183850269 2.5000000000000004 2.5000000000000004 2.5000000000000004 5.5000000000000009 7.5000000000000009 1.5000000000000002 8.5000000000000018 0.70710784313725505 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 8 11 9 24 42 36 -3 15 22 13 16 31 -10 18 19 -5 21 -21 -18 23 -2 30 -22 37 34 29 -25 -7 -12 33 -32 47 44 -4 -27 39 -24 41 -11 49 -37 -20 -31 -44 -6 -19 -1
right_child=1 5 3 12 27 6 -8 -9 10 40 14 -13 -14 -15 -16 -17 17 48 35 20 25 -23 38 28 -26 26 -28 -29 -30 45 32 -33 -34 -35 -36 43 -38 -39 -40 -41 -42 -43 46 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.00063362176436222186 4.0768008754851749e-06 2.7256368810582952e-05 1.5230961723049252e-05 -0.00024428413652364265 0.00043111578353386147 -0.00056846282020102238 -0.00019956511153315515 -0.00023423717905196009 -6.6834256765296298e-05 -0.00012445755355499356 0.0001009746414380302 -0.00066176871319088154 0.00039393309500390731 -0.00095266030115193914 0.0005004328656729233 0.00022328816511179734 5.9391807474196192e-05 -0.00028263091967354681 1.5331664715496739e-05 -0.00022243508412686451 0.0002706024511408579 0.00035579631272142408 -0.00020307154736634169 2.710452482709865e-05 0.0011827026001020383 -0.0012321454575027169 0.00033986349316686697 0.0011200737223925547 0.00048865775289727738 0.00041224533724764257 -0.00014196046621038719 0.0003182901937406477 0.00052828937118724081 0.00056630064127904359 1.7594598583837548e-05 -0.00018385275633580039 -0.00048232494612745862 1.7253099846557768e-05 0.00020242012660905817 -0.002480970003913778 4.0167887886516773e-06 -0.00044170060543296434 -0.00066484331425356905 -0.0016663603324976368 0.00044273126783777456 0.00018005712794386672 -0.00013592549442220021 0.00090948394066676203 -0.00084504487418790575 -4.6508781095800333e-05
leaf_weight=312 3824 13627 36127 14685 4584 235 1554 13291 8459 5129 11042 317 1045 280 2305 3580 11478 1119 12577 5792 2958 3150 1649 4145 271 292 356 441 3376 5529 1077 5789 2077 513 873 2962 694 170 1412 45 3365 3661 547 72 887 5598 16665 744 768 58183
leaf_count=312 3824 13627 36127 14685 4584 235 1554 13291 8459 5129 11042 317 1045 280 2305 3580 11478 1119 12577 5792 2958 3150 1649 4145 271 292 356 441 3376 5529 1077 5789 2077 513 873 2962 694 170 1412 45 3365 3661 547 72 887 5598 16665 744 768 58183
internal_value=0 0.000110824 -3.29237e-05 9.10516e-06 0.000241468 -2.40818e-05 0.000194112 -9.27037e-05 6.70713e-05 -7.25494e-05 0.000139376 0.000181287 -5.81656e-05 -6.63755e-05 0.000214833 1.94385e-05 -6.2042e-05 4.349e-06 -0.000117575 4.45815e-05 -7.56442e-05 0.00012322 0.000191736 0.000225388 0.000340714 0.000149518 -0.00028834 0.000476092 0.00027077 0.000222604 0.000282237 0.00017572 0.000336754 8.6554e-05 0.000430294 -4.78972e-06 5.85306e-06 -0.00077241 -5.17358e-05 -0.000263582 -0.000184442 -0.000256588 -6.78563e-05 -0.000219034 4.34885e-05 0.000295431 -0.000152735 0.000497915 -0.000511531 -4.28811e-05
internal_weight=0 64046 215585 126587 32537 31509 5727 88998 67996 25782 31175 25895 58591 57546 19136 12039 57266 26083 31183 24196 9568 14628 25578 22472 4173 3776 818 6642 18648 15272 3902 16831 3667 1590 6201 16498 36821 462 3106 1694 12155 8790 75707 3034 13464 11127 17212 5328 1887 58495
internal_count=279631 64046 215585 126587 32537 31509 5727 88998 67996 25782 31175 25895 58591 57546 19136 12039 57266 26083 31183 24196 9568 14628 25578 22472 4173 3776 818 6642 18648 15272 3902 16831 3667 1590 6201 16498 36821 462 3106 1694 12155 8790 75707 3034 13464 11127 17212 5328 1887 58495
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=51
num_cat=0
split_feature=5 8 5 5 8 8 13 5 0 2 5 7 2 4 5 4 6 7 4 11 13 4 3 10 7 12 11 5 12 12 12 8 0 12 9 4 4 5 11 3 2 9 10 12 0 14 2 6 10 1
split_gain=0.388497 0.546054 0.296179 0.271673 0.213363 0.189786 0.131986 0.120431 0.108138 0.105334 0.0944306 0.0864545 0.0859158 0.083835 0.0784058 0.0759341 0.0745832 0.0725715 0.069128 0.0627859 0.0606278 0.0617274 0.0605697 0.0590983 0.0589739 0.0583861 0.0570491 0.0562811 0.0548589 0.0525375 0.0520895 0.0573003 0.0518313 0.0637919 0.0518555 0.0517084 0.051055 0.0500828 0.0486669 0.0496307 0.047989 0.0483556 0.0709891 0.0466163 0.0449324 0.0446513 0.0440464 0.0480911 0.0430011 0.0472182
threshold=1.5000000000000002 1.5000000000000002 4.5000000000000009 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.10620300751879701 6.5000000000000009 671.0170443977488 2.5000000000000004 16.500000000000004 9.5000000000000018 1.5000000000000002 2.5000000000000004 9.5000000000000018 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.069047619047619066 0.64400921658986188 7.5000000000000009 8.5000000000000018 0.913664596273292 1.0000000180025095e-35 7.5000000000000009 0.04083333333333334 5.5000000000000009 2.5000000000000004 2.5000000000000004 5.5000000000000009 4.5000000000000009 911.950011882387 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 0.18350168350168353 10.500000000000002 2.5000000000000004 1.5000000000000002 0.63245614035087727 3.5000000000000004 701.3251561572655 0.16843971631205676 3.5000000000000004 3.5000000000000004 0.11834733893557424 3241.4713401430272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 11 5 7 8 -1 16 -2 12 18 13 23 29 46 25 26 -14 43 20 21 24 -11 -8 44 38 32 -20 -17 -3 31 -29 33 -4 -34 -9 -19 -37 39 -7 41 -41 -43 -6 -15 48 47 -5 49 -23
right_child=1 2 4 14 10 15 9 35 -10 22 -12 -13 17 19 -16 28 -18 36 27 -21 -22 45 -24 -25 -26 -27 -28 30 -30 -31 -32 -33 34 -35 -36 37 -38 -39 -40 40 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0001700390676386973 0.00011889631405094513 -0.00018209885877460644 0.0002383476543696611 0.00052576063698082432 -0.00016452034384278349 -8.6166430785060945e-05 0.001157865827737282 -0.0010212481863425761 0.00032909067889856305 -0.00059923958804123571 0.0012462112160405462 -0.0019612462660815156 4.1592619812316385e-05 -0.0001510587182738019 0.0014399609720641866 0.00038665630993480474 -0.000143085718499271 -9.6886890355540048e-05 -0.0002021404801793398 -0.00068226716589611734 4.4374782415453247e-05 -0.00014257247672483259 -0.00010921121843601532 -0.00081287848497999633 -0.00018613170154963926 -0.00066783473166160063 -0.00089324415311119827 0.00029988648293433149 0.00010585428790699312 -0.00047312197441773494 -0.00028756283630466159 1.0265468494363717e-06 0.00025787737713938694 -8.4555334196746604e-05 0.00073590666177774083 0.00036287016964019761 0.0001034905454605472 0.00076924548568111512 -0.00059653128444497449 4.0907134187378318e-05 -3.5599906582672901e-06 0.00011854543965355209 0.00043394604987781926 -0.00061341945200530518 3.4775832888633081e-05 0.0001963593264971826 0.00010545999097240951 1.6731824012950121e-05 -1.5836372181491808e-05 -0.001408999000999029
leaf_weight=25873 11688 6427 3923 4858 3521 6410 246 59 12842 645 138 63 32923 5847 195 2659 2065 23069 2521 430 8576 179 28243 45 18472 296 121 2636 5029 2044 897 4096 3088 2507 695 2873 3687 1030 301 10326 14573 7170 2375 692 7331 2734 936 513 1639 125
leaf_count=25873 11688 6427 3923 4858 3521 6410 246 59 12842 645 138 63 32923 5847 195 2659 2065 23069 2521 430 8576 179 28243 45 18472 296 121 2636 5029 2044 897 4096 3088 2507 695 2873 3687 1030 301 10326 14573 7170 2375 692 7331 2734 936 513 1639 125
internal_value=0 4.91588e-05 -3.93467e-05 0.000142696 8.41572e-05 0.000115352 -7.06547e-05 0.000207926 0.000228938 -4.17167e-05 -5.54872e-05 -0.000110106 -3.93371e-06 -0.000107938 0.000452512 5.86503e-05 0.000131243 -8.11274e-06 -6.79939e-05 -8.09586e-05 -7.52003e-05 -0.000103429 -0.000120152 0.000853112 -0.000128484 3.18824e-05 0.000186061 2.6764e-06 0.000202974 -0.000252321 7.03581e-05 0.000118049 0.000198848 0.000112451 0.000345699 0.000447904 -6.92747e-05 0.000470112 3.6915e-05 4.15821e-05 6.53559e-05 0.000115898 0.000197024 -0.000238254 -4.76778e-05 6.61204e-05 0.000421982 0.000477142 -0.000117139 -0.000663307
internal_weight=0 164900 84729 80171 30862 73669 114731 16361 24530 88858 14501 53867 59970 53804 6502 49139 12399 59679 14363 45333 44903 36327 28888 291 31650 41451 10334 10150 7688 8471 7629 6732 10213 6430 3783 3962 26756 3903 41155 40854 34444 19871 9545 4213 13178 4677 6307 5371 1943 304
internal_count=279631 164900 84729 80171 30862 73669 114731 16361 24530 88858 14501 53867 59970 53804 6502 49139 12399 59679 14363 45333 44903 36327 28888 291 31650 41451 10334 10150 7688 8471 7629 6732 10213 6430 3783 3962 26756 3903 41155 40854 34444 19871 9545 4213 13178 4677 6307 5371 1943 304
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=51
num_cat=0
split_feature=4 12 11 4 5 2 4 8 2 9 10 13 10 9 2 9 5 10 5 9 0 7 7 8 10 6 9 12 10 4 8 2 5 0 7 6 0 9 10 10 9 9 5 14 10 3 12 10 4 3
split_gain=0.367131 0.243572 0.214475 0.184298 0.174525 0.173578 0.169977 0.139462 0.120973 0.177899 0.16721 0.115673 0.108486 0.118382 0.170434 0.103417 0.119861 0.131088 0.0965727 0.0919031 0.091862 0.0908602 0.0889754 0.0883409 0.0854114 0.0839427 0.102094 0.0833757 0.0813419 0.0818308 0.0788808 0.0759416 0.0665068 0.0582064 0.0553066 0.0551652 0.0548208 0.0926751 0.0543047 0.0653077 0.0646337 0.0539396 0.0534405 0.0531196 0.0523278 0.0594181 0.0513396 0.0505953 0.0499064 0.0494598
threshold=5.5000000000000009 2.5000000000000004 0.033908045977011504 2.5000000000000004 5.5000000000000009 2.5000000000000004 9.5000000000000018 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.6478537360890303 0.41763565891472876 0.40238095238095245 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 0.63245614035087727 3.5000000000000004 2.5000000000000004 781.39118733466205 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.24695121951219515 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 0.45080645161290328 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 9.5000000000000018 473.58088045802202 2.5000000000000004 1.0000000180025095e-35 1086.8692189335923 2.5000000000000004 0.032795698924731186 0.082207207207207214 2.5000000000000004 2.5000000000000004 8.5000000000000018 0.39736842105263165 0.18274582560296851 29.500000000000004 5.5000000000000009 0.63762626262626265 12.500000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 11 5 15 8 42 9 10 31 21 13 14 19 34 -17 30 -2 -8 -16 33 47 -20 -11 26 -12 38 29 -26 -18 -3 -13 -1 43 -30 37 -22 -7 40 -40 -32 -6 -5 -21 -46 -9 -10 -14 -45
right_child=1 6 -4 4 7 27 12 46 22 24 25 32 48 -15 20 16 17 -19 23 44 36 -23 -24 -25 28 -27 -28 -29 35 -31 41 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 49 45 -47 -48 -49 -50 -51
leaf_value=-0.00031093768777968098 0.00014669551014231122 2.3263344198500455e-05 -0.000564725342802187 4.354233206251782e-05 0.00035262195451559657 4.204886222170388e-05 4.7571669006907949e-07 7.1972542989719588e-05 -0.00020986528216248112 7.5143335271361409e-05 9.5649022265262163e-05 -2.9528116721291692e-05 0.00041099520712483279 0.0006718645295941772 0.0007701586692757242 5.4261708896343722e-06 0.00032633637557931075 0.00037715664036019284 0.00063453044772316021 0.00016705830088252889 0.0012869045129228459 -0.00036339252105064516 0.00033972051244021158 0.00025943929476254394 0.00043669494281049998 -1.5598085724443571e-05 0.0006320121320526191 -0.00047364813921742948 0.00054912661110866415 0.0011684454251656502 -2.0704492941085872e-05 -0.00029315207125609719 0.00078177104682595209 -0.0001002560924379739 -0.00022502556438386075 -6.8468520300901209e-05 -0.0019149832384561601 -0.00095834661861840932 -0.00050131459572578445 -7.8131320212703874e-05 -0.00012640629852897473 0.00022855579777443662 0.00089871515560853226 -0.00013049575746983385 0.00088109846050653305 0.0030461532776826063 -0.00053988910093329243 -0.00071570246853510657 0.00099611559492210843 1.0782136603434184e-05
leaf_weight=3923 20923 2667 1881 23314 3793 7996 682 4373 6505 3332 2808 19054 2301 537 87 24807 2912 5516 2004 76 51 5319 708 7244 1241 7582 1297 1365 583 552 9411 6562 256 19951 3209 952 122 465 1889 38851 2937 2821 508 12701 73 56 372 535 433 12094
leaf_count=3923 20923 2667 1881 23314 3793 7996 682 4373 6505 3332 2808 19054 2301 537 87 24807 2912 5516 2004 76 51 5319 708 7244 1241 7582 1297 1365 583 552 9411 6562 256 19951 3209 952 122 465 1889 38851 2937 2821 508 12701 73 56 372 535 433 12094
internal_value=0 9.87883e-05 -3.32254e-05 -2.84044e-05 -2.35964e-06 -1.52367e-05 1.82116e-05 0.000210915 -2.00113e-05 2.90352e-05 -4.26268e-05 -0.000113713 0.000294719 2.88942e-05 -0.000185296 2.46031e-05 7.95126e-05 0.00016847 0.000206168 0.00027951 -0.000753963 -0.000176512 -0.000194573 0.00034072 0.000254093 8.30014e-05 0.000265116 -8.79374e-05 0.000433257 0.000661975 9.24589e-05 -0.000201714 -1.87724e-05 -0.000134876 -2.40459e-05 0.000166097 -0.000961798 -0.000736432 -7.77485e-05 -9.96799e-05 -0.000273153 3.67811e-05 0.000417122 -1.064e-05 0.00120781 0.00182097 2.40036e-05 -0.000248306 0.000503664 -6.15861e-05
internal_weight=0 70378 209253 207372 158869 149823 40207 9046 35324 27576 20916 48503 4883 2149 1612 96785 45467 20660 30171 887 725 29193 7748 9248 6660 11687 4105 53038 3328 1793 15144 9229 19310 23874 51318 1535 638 516 51673 43677 4826 12232 4301 48109 205 129 4745 7040 2734 24795
internal_count=279631 70378 209253 207372 158869 149823 40207 9046 35324 27576 20916 48503 4883 2149 1612 96785 45467 20660 30171 887 725 29193 7748 9248 6660 11687 4105 53038 3328 1793 15144 9229 19310 23874 51318 1535 638 516 51673 43677 4826 12232 4301 48109 205 129 4745 7040 2734 24795
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=51
num_cat=0
split_feature=5 8 8 5 5 8 8 5 4 7 5 5 2 7 14 4 0 12 4 4 6 5 8 5 2 4 13 13 4 6 3 13 2 1 4 2 10 1 4 9 1 12 9 10 9 4 7 2 0 6
split_gain=0.339233 0.44407 0.174674 0.339691 0.167556 0.183565 0.145207 0.143733 0.0934076 0.0767313 0.0750418 0.0704291 0.0685723 0.0683799 0.065124 0.0604966 0.0590201 0.0583441 0.0571355 0.0566622 0.0522309 0.0521136 0.0907694 0.0512079 0.0509133 0.0495747 0.0552847 0.0474953 0.0473743 0.0468512 0.0467859 0.0696233 0.0451048 0.0448875 0.0445746 0.0445419 0.0502547 0.044237 0.0438112 0.0429654 0.0422129 0.0414204 0.0412709 0.0406521 0.0722323 0.0405474 0.0404522 0.0603025 0.0400321 0.0395616
threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 2.5000000000000004 4.5000000000000009 4.5000000000000009 1.5000000000000002 8.5000000000000018 11.500000000000002 2.5000000000000004 9.5000000000000018 0.31909090909090915 2.5000000000000004 891.78880821500877 1.5000000000000002 3.5000000000000004 10.500000000000002 1.5000000000000002 12.500000000000002 7.5000000000000009 4.5000000000000009 2.5000000000000004 5.5000000000000009 0.57321428571428579 0.069366479550922219 6.5000000000000009 3.5000000000000004 32.500000000000007 0.40967365967365971 3.5000000000000004 4197.4883033117148 7.5000000000000009 1.5000000000000002 0.87138130686517801 2324.1417906316678 8.5000000000000018 2.5000000000000004 2790.319728588885 6.5000000000000009 2.5000000000000004 0.77598566308243744 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1070.0586822807675 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 12 6 10 15 16 -5 24 20 32 27 25 29 -3 -2 34 -19 -10 30 38 40 41 28 37 -27 -1 35 -12 -6 -32 49 42 -8 36 -4 -11 -7 -34 -23 -17 -22 44 -20 -31 47 -29 -35 -9
right_child=1 4 9 8 5 21 17 11 19 13 14 -13 -14 -15 -16 23 -18 18 43 -21 33 22 -24 -25 -26 26 -28 46 -30 45 31 -33 39 48 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00019331405487532774 0.0001236325936141489 -0.00013515997080686359 0.0025003787807442927 4.3360109491965365e-05 0.00029140349432100674 -0.00029361571343199008 -3.9777108869638486e-05 0.00050596606856561407 0.00017835527089989407 -0.00022838890870746664 0.00052078735695904727 0.0019677953532215588 -0.00018375950636944141 -0.0024045291398319285 0.0008662705236051507 4.3716517308262625e-05 0.00028244623334165736 -0.00031869279598379735 -0.00032820628766066655 0.0010421463954420082 -4.0543155689637799e-05 0.0026294863899238409 -0.00024665234795017901 0.00020493050962814207 -0.00013617352338717796 -0.0001368558639649194 0.00030940544544826184 0.0015959076570503446 0.00019473105807107992 -0.0010889186441561142 0.0006537534407462614 0.0029730019943886681 0.00088180963160241317 0.00085095635987818242 0.00052593393494456536 -5.6765590291861767e-05 0.0003342898453206224 -0.00063681071907227267 0.00040577889077116481 -5.2657604319796428e-05 0.00080400703475394389 -0.00039029175723976316 0.00036140185993124374 -5.3269559252140631e-06 -4.6478187007759143e-05 0.00013175888783886573 -9.6417357569600321e-05 2.0670208918085418e-05 -0.0014134887246522281 5.6661476585705882e-05
leaf_weight=5099 22677 4258 33 31893 2758 2494 9139 4929 16974 9632 863 73 14701 35 923 19138 7884 4820 4395 192 1896 44 228 5409 21316 4675 815 61 2030 87 218 38 145 25 362 38193 142 712 246 811 113 566 963 5034 4717 312 11792 15138 89 544
leaf_count=5099 22677 4258 33 31893 2758 2494 9139 4929 16974 9632 863 73 14701 35 923 19138 7884 4820 4395 192 1896 44 228 5409 21316 4675 815 61 2030 87 218 38 145 25 362 38193 142 712 246 811 113 566 963 5034 4717 312 11792 15138 89 544
internal_value=0 7.03776e-05 -4.30942e-05 2.05033e-06 -4.48399e-06 0.000171643 -3.88854e-05 0.00021002 9.39762e-05 -9.88681e-05 0.00029628 0.000423491 -9.43313e-05 -0.000196928 0.000547085 3.911e-05 0.000164603 -0.000119358 -0.000170021 0.000188017 0.000204746 -0.000154286 0.000390425 6.86581e-05 -7.36533e-05 -0.000192048 -7.06076e-05 -5.33626e-05 -4.06645e-05 0.000313639 0.000351421 0.000998017 0.000405955 5.6049e-05 -1.82228e-05 -5.31189e-05 0.000742752 -0.000256501 -0.000230823 8.90764e-05 0.00131561 3.12496e-05 9.48444e-05 -0.000119364 -0.000182364 -0.000134404 -2.69237e-05 2.69923e-05 -0.0009169 0.000461307
internal_weight=0 106198 173433 95850 69135 11297 57838 37063 49059 77583 8172 6502 46791 15869 2185 29371 30561 28467 18966 17166 5987 3125 385 25113 61714 15834 5490 32090 40398 1262 3014 256 6429 2973 9501 38368 175 10344 2740 956 157 19704 2859 14146 9112 399 26991 15199 114 5473
internal_count=279631 106198 173433 95850 69135 11297 57838 37063 49059 77583 8172 6502 46791 15869 2185 29371 30561 28467 18966 17166 5987 3125 385 25113 61714 15834 5490 32090 40398 1262 3014 256 6429 2973 9501 38368 175 10344 2740 956 157 19704 2859 14146 9112 399 26991 15199 114 5473
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=51
num_cat=0
split_feature=4 11 5 8 12 5 5 8 8 5 4 2 10 9 2 2 7 2 9 10 0 9 6 3 14 6 7 9 9 10 1 3 3 6 13 12 0 4 5 7 2 0 9 9 5 2 10 3 6 2
split_gain=0.315882 0.243609 0.210411 0.428347 0.199167 0.183544 0.167224 0.166386 0.160412 0.136206 0.12327 0.1143 0.0968845 0.106373 0.153669 0.0902255 0.0894684 0.0890661 0.149568 0.11697 0.0829503 0.0822106 0.078789 0.077617 0.0725614 0.0684694 0.068203 0.065467 0.0602225 0.0582449 0.0617719 0.0580675 0.0571447 0.0555514 0.0549302 0.0548773 0.0543873 0.051339 0.0518695 0.0487114 0.0485507 0.0484383 0.083581 0.0480382 0.047846 0.0474987 0.0470065 0.0530755 0.0477488 0.0461959
threshold=6.5000000000000009 0.028445512820512824 1.5000000000000002 1.5000000000000002 2.5000000000000004 5.5000000000000009 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 2.5000000000000004 0.40238095238095245 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.6478537360890303 781.39118733466205 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 0.78679653679653694 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.77598566308243744 2311.1327031133555 12.500000000000002 8.5000000000000018 3.5000000000000004 0.63211600429645554 7.5000000000000009 1020.4796647730221 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1086.8692189335923 2.5000000000000004 2.5000000000000004 8.5000000000000018 2.5000000000000004 0.18274582560296851 29.500000000000004 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 40 8 34 9 23 24 17 15 13 14 21 -1 -17 18 19 45 -16 -12 -20 -4 -8 28 27 36 -21 30 32 -31 -13 -11 39 37 43 -10 -39 -5 -2 42 -22 -19 -15 -6 -23 -48 -49 -41
right_child=4 -3 3 6 10 -7 7 -9 35 33 12 29 -14 44 20 16 -18 26 22 25 41 46 -24 -25 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 38 -40 49 -42 -43 -44 -45 -46 -47 47 48 -50 -51
leaf_value=0.0007765073587221393 0.00040301976830039435 -0.00054524455502519991 5.1864658962429006e-05 -8.4797391383090184e-05 5.9574075198835964e-05 0.00058416903479437533 1.8451757569687043e-05 -0.00018614532456114662 -6.3046355722311205e-05 0.00066027116645203437 -3.1304558076079162e-06 -0.00055701827300880626 0.00047112583732611873 0.00052124935049691274 0.00072775690872543342 1.0578734206047089e-05 -0.00010167494658544702 0.00044713352477600521 0.00066303971561952634 0.00015632508189068016 0.0012152931032081446 0.00015234953678277397 0.00017178161386517075 0.00026628477275333299 0.00030510175339957168 -5.2173008857931972e-07 0.00068384474358493903 1.2611542768884354e-05 0.00073403539261090815 -0.00059421556670919426 -0.00037414379568051097 -0.00017909253802565517 -9.0991511941084167e-05 6.3599955008727371e-05 -2.2365167305500163e-05 -0.00060872550209751359 -0.00151147046760683 4.761408441264971e-05 0.00021081015109820727 0.0019858358583102627 0.00021064935441041473 -0.0018140284635115142 -0.00091695182833455074 -0.00037154080363973924 0.0026442110841994044 -0.00029671671530147022 0.00083161980094713459 0.0048366732604335997 0.0017896287091490296 -0.00020921065232233106
leaf_weight=341 5193 2201 5722 14669 1230 2014 11504 5665 8313 1535 682 675 2734 509 87 40412 31654 191 1209 1360 51 76 2512 16084 2732 4587 218 1905 675 1369 2279 2190 25816 523 10583 320 99 28621 5867 24 8903 122 465 2897 28 3906 73 20 36 18750
leaf_count=341 5193 2201 5722 14669 1230 2014 11504 5665 8313 1535 682 675 2734 509 87 40412 31654 191 1209 1360 51 76 2512 16084 2732 4587 218 1905 675 1369 2279 2190 25816 523 10583 320 99 28621 5867 24 8903 122 465 2897 28 3906 73 20 36 18750
internal_value=0 -2.16384e-05 -1.67892e-05 2.49714e-05 0.000130513 0.000114084 -6.54323e-05 4.72732e-05 9.95023e-05 0.000128427 4.75987e-05 -6.97899e-05 0.000273669 2.246e-05 -0.000180575 -3.48878e-05 -3.87272e-05 -5.50146e-06 5.51143e-05 -3.23198e-05 -0.000720551 0.00026078 0.000331398 0.00021002 7.34621e-05 0.000106566 -0.0001822 -0.000219278 0.000347949 -0.00014796 -0.000124355 -0.000338773 -0.000102866 0.000508639 -0.000121647 4.36142e-05 -0.000357887 4.84914e-05 7.53765e-05 -0.000153064 0.000281519 -0.000918047 -0.000706207 -0.000320904 0.000631944 -0.00021139 0.00113877 0.00171991 0.00287786 -0.000206405
internal_weight=0 239863 237662 132926 39768 66941 65985 21959 64927 16294 25672 104736 4883 2149 1612 72407 72066 20789 15479 11758 725 887 3721 21806 14236 6622 5310 5092 2035 32329 28770 3559 26491 2058 44026 43121 3187 42801 34488 33443 14096 638 516 3088 537 5136 205 129 56 18774
internal_count=279631 239863 237662 132926 39768 66941 65985 21959 64927 16294 25672 104736 4883 2149 1612 72407 72066 20789 15479 11758 725 887 3721 21806 14236 6622 5310 5092 2035 32329 28770 3559 26491 2058 44026 43121 3187 42801 34488 33443 14096 638 516 3088 537 5136 205 129 56 18774
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=51
num_cat=0
split_feature=4 5 8 5 8 4 8 2 13 2 2 7 9 5 10 13 4 11 2 5 13 5 7 12 13 0 5 9 0 3 5 10 10 1 9 10 2 9 10 4 4 7 7 13 2 9 10 10 10 8
split_gain=0.299133 0.206458 0.28911 0.155697 0.158421 0.115678 0.114171 0.0941226 0.0860305 0.0833741 0.0759128 0.084307 0.0744296 0.104095 0.110357 0.0672102 0.0628468 0.0586645 0.0585852 0.058235 0.0570752 0.0617067 0.057015 0.0555744 0.0551749 0.0514272 0.0490355 0.0487697 0.0477567 0.066531 0.059217 0.0506265 0.0475891 0.0473805 0.0602226 0.0453498 0.0446444 0.0975221 0.0639961 0.0489978 0.0441844 0.0438197 0.0429801 0.0428374 0.0424065 0.041933 0.0847565 0.0651972 0.0589879 0.0401369
threshold=3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 2.5000000000000004 0.73431372549019625 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 0.3623737373737374 0.14142857142857146 7.5000000000000009 0.23205128205128209 2.5000000000000004 2.5000000000000004 0.59175084175084181 9.5000000000000018 1.5000000000000002 4.5000000000000009 0.10762548262548265 773.3327466365821 8.5000000000000018 1.5000000000000002 755.3515593304021 22.500000000000004 17.500000000000004 0.043961352657004842 0.33012820512820518 3049.3733999235665 3.5000000000000004 0.18274582560296851 3.5000000000000004 2.5000000000000004 0.71240601503759404 10.500000000000002 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.90550595238095244 1.5000000000000002 2.5000000000000004 0.68237250554323736 0.95060975609756104 0.72821969696969713 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 25 4 19 20 10 12 16 24 27 36 41 15 -15 -14 18 28 42 -4 22 -22 -1 -18 -2 -3 -8 -5 29 31 -30 -9 -29 40 -35 -17 37 38 -12 -39 49 -7 -6 -13 -26 46 -20 -48 -47 -11
right_child=1 2 3 6 8 7 26 17 -10 33 11 43 13 14 -16 35 23 -19 45 -21 21 -23 -24 -25 44 -27 -28 32 30 -31 -32 -33 -34 34 -36 -37 -38 39 -40 -41 -42 -43 -44 -45 -46 48 47 -49 -50 -51
leaf_value=-0.00021308250049397156 -9.6666072270990569e-05 0.00019514736903675562 3.7187276841573349e-05 0.00036609393578284439 7.4193736845939041e-05 -1.5324303647869274e-05 -0.0001266474494301285 4.0734570974063846e-05 0.00013912919971186926 -5.3262939017063798e-05 -0.00017786634828697619 0.00039702799036368439 -0.00012838032863654442 1.106157350015785e-05 0.00053579385575388942 -2.969971939034594e-05 0.00016579131009733582 -0.0017458663359450708 -0.00035728444821159244 0.00016886056486767719 -8.3946151217685996e-05 0.0010618337736127241 -0.00052460539241143227 -0.00014956848442909305 0.00090106011522624464 0.00037793783139134147 0.00021231500113855461 0.00037116571781187121 -0.00038579482857121984 0.00047065993457984305 0.0017176985781749384 -0.00015220303114807929 0.00111093276251583 -0.00072312638447959144 0.00013456155597880854 0.00010968113164226681 -0.00012689619229108709 0.00060028750420935972 0.0002951705961825232 0.0028059675546291355 0.0002761780199898401 -0.00012496356231493847 -9.8831775175794962e-05 0.0012857161813978261 4.674615956357486e-05 -5.4423856343311207e-05 7.3434244270573619e-05 -0.00047560074463477589 -0.00095379316331420285 -0.00018915125303559538
leaf_weight=6066 8102 7929 16913 1845 6140 19096 3064 4145 5695 17041 1469 2325 7369 1998 2010 10929 4623 56 5555 16677 3192 122 1938 2002 146 7476 1637 363 2100 491 34 18918 542 635 302 12523 1587 797 1393 26 821 17433 8639 144 28544 7280 2655 679 187 7978
leaf_count=6066 8102 7929 16913 1845 6140 19096 3064 4145 5695 17041 1469 2325 7369 1998 2010 10929 4623 56 5555 16677 3192 122 1938 2002 146 7476 1637 363 2100 491 34 18918 542 635 302 12523 1587 797 1393 26 821 17433 8639 144 28544 7280 2655 679 187 7978
internal_value=0 4.11527e-05 8.33468e-05 4.98588e-05 2.10123e-05 -6.49861e-05 0.000196152 -4.73537e-05 -4.20238e-05 -3.02949e-05 0.000287906 0.000207741 -1.77858e-05 3.45103e-05 0.000274213 3.33908e-06 -6.93455e-05 -0.000129311 -9.91008e-05 0.000102561 -0.000216262 -4.1766e-05 -0.000288511 7.04932e-05 1.85554e-05 0.000283855 -8.61266e-06 0.000513564 -0.000125787 -0.000105266 -0.000352281 -0.000117527 0.000814209 -9.7416e-05 -0.000446689 4.47275e-05 9.48192e-05 0.000190304 5.23714e-05 0.000669969 -8.47508e-05 -6.76482e-05 -2.69476e-05 0.000448859 5.10937e-05 -0.000164297 -0.000237674 -3.83818e-05 -7.69472e-05 -9.65947e-05
internal_weight=0 171211 107642 92237 77045 108420 15192 97102 43455 63569 10491 7741 71358 34829 4008 30821 37760 25744 31135 33590 11318 3314 8004 6625 36792 15405 4701 2750 25688 23554 2134 23063 905 26777 937 23452 5272 3685 2862 823 25840 36529 14779 2469 28690 16356 8889 3334 7467 25019
internal_count=279631 171211 107642 92237 77045 108420 15192 97102 43455 63569 10491 7741 71358 34829 4008 30821 37760 25744 31135 33590 11318 3314 8004 6625 36792 15405 4701 2750 25688 23554 2134 23063 905 26777 937 23452 5272 3685 2862 823 25840 36529 14779 2469 28690 16356 8889 3334 7467 25019
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=51
num_cat=0
split_feature=4 12 0 12 4 5 8 11 2 9 10 9 0 10 5 5 9 3 4 12 7 4 4 2 9 5 14 8 10 6 6 0 10 3 2 3 9 10 2 6 5 3 9 10 10 10 10 9 1 3
split_gain=0.27537 0.215617 0.146742 0.144945 0.122141 0.117203 0.151194 0.107166 0.105894 0.214397 0.233202 0.130365 0.171657 0.128584 0.12066 0.0931854 0.0908104 0.0997429 0.0905067 0.0890996 0.0842645 0.0761119 0.0734321 0.0731687 0.0729998 0.0688898 0.068215 0.0670481 0.0664819 0.0642253 0.0636454 0.0620091 0.129746 0.0540705 0.0537306 0.0528343 0.0527414 0.116297 0.0618161 0.0524852 0.0539341 0.0513436 0.0506386 0.0528475 0.0501905 0.0621693 0.0828988 0.0495526 0.0552549 0.0483161
threshold=4.5000000000000009 1.5000000000000002 1364.7041533538422 5.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.048809523809523817 3.5000000000000004 2.5000000000000004 0.5270467836257311 2.5000000000000004 1173.0767376433671 0.6478537360890303 5.5000000000000009 5.5000000000000009 4.5000000000000009 37.500000000000007 7.5000000000000009 3.5000000000000004 1.5000000000000002 5.5000000000000009 7.5000000000000009 2.5000000000000004 1.5000000000000002 8.5000000000000018 0.44281045751633991 4.5000000000000009 0.77598566308243744 1.5000000000000002 1.0000000180025095e-35 1033.4556649327824 0.52277432712215333 40.500000000000007 2.5000000000000004 8.5000000000000018 2.5000000000000004 0.49418604651162795 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 29.500000000000004 2.5000000000000004 0.38956639566395673 0.18274582560296851 0.45080645161290328 0.42705167173252284 1.5000000000000002 1670.9124033635953 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 7 4 -1 23 15 8 9 10 20 12 33 16 22 -7 19 41 24 -13 34 -2 -11 26 -12 36 -6 -27 35 -20 -24 -21 -33 -10 -3 -25 37 38 -8 40 -26 -18 43 -23 -32 46 -46 -39 -49 -30
right_child=1 2 -4 -5 5 6 25 -9 11 14 18 13 -14 -15 -16 -17 17 -19 29 31 -22 42 30 28 39 27 -28 -29 49 -31 44 32 -34 -35 -36 -37 -38 47 -40 -41 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=-0.00019484048911787115 9.9846242782582618e-05 5.5053075048207716e-05 0.00046052718111977805 -0.00033985576412762859 1.8699946340118697e-05 0.00013559656764425905 -0.00011266756151783602 -0.00055944430106115407 0.00057218687518219096 0.00011531930684319798 -2.8912849227522915e-05 1.6741085770090955e-05 -0.0018336104691924347 -0.00075303965925751669 0.00070594760039481086 0.00064854830506093331 -5.3056587194257764e-05 0.0026277470559704099 0.00037884514442216438 -0.00022528616289951701 -0.00031060915768866106 1.8685970954286527e-05 0.00085062857594521131 -0.00053226373278834687 0.0002499863570214519 0.00076064777504875796 -7.5689116992265336e-05 3.5892539940396275e-05 -0.00054415294285747287 4.2583334641207169e-05 -9.044714518760102e-05 -0.0012644085894008845 0.0020420292406484034 0.0019171442842066642 -0.00015510675550331173 -8.1848189338813731e-05 9.9182306918535847e-05 -6.367826570562216e-05 -0.00042813725739527625 3.979488095456054e-05 0.0024510404934907064 0.00075848011837241014 0.00043833601729671723 0.00027324801809476475 0.00057174129184085559 -2.0026621438537095e-05 0.0023743806180583551 0.00029509702004171592 -3.4852832077792123e-05 -0.00014176145882234997
leaf_weight=10986 15542 4785 1842 3966 40336 15786 3367 820 677 11275 17331 5109 72 816 1131 938 506 47 3668 6575 5570 2717 633 669 4634 534 36429 793 1497 2317 632 294 33 84 8346 24295 5386 10979 2882 6028 28 317 3115 8168 627 411 71 2464 2616 1487
leaf_count=10986 15542 4785 1842 3966 40336 15786 3367 820 677 11275 17331 5109 72 816 1131 938 506 47 3668 6575 5570 2717 633 669 4634 534 36429 793 1497 2317 632 294 33 84 8346 24295 5386 10979 2882 6028 28 317 3115 8168 627 411 71 2464 2616 1487
internal_value=0 5.97095e-05 1.91333e-05 -4.12314e-05 -3.38954e-05 -2.21437e-05 4.46232e-05 9.31831e-06 1.50048e-05 4.13667e-05 -5.82569e-06 -0.000107438 0.000499869 -0.000144372 0.00020966 0.000164367 -0.000105813 0.000387466 7.21676e-05 -0.000141543 -0.000147649 0.000176017 0.000168536 -5.13115e-05 3.44692e-05 -2.43816e-05 -2.60926e-05 0.000327542 -0.00012058 0.000248667 0.000421279 -0.000258708 -0.000930731 0.000720645 -7.85235e-05 -9.39187e-05 -4.12446e-05 -7.5149e-05 -0.00025816 0.000137226 0.000263206 0.000259528 0.000260577 0.000209707 0.000265175 0.000467838 0.000755104 -3.93422e-06 0.000125186 -0.000343631
internal_weight=0 114221 84679 165410 161444 150458 45745 82837 82017 67487 52707 14530 833 13697 14780 16724 12881 870 34006 12011 18701 29542 13649 104713 28021 29021 76765 1327 27948 5985 2374 6902 327 761 13131 24964 27694 22308 6249 10690 4662 823 14000 10885 1741 1109 698 16059 5080 2984
internal_count=279631 114221 84679 165410 161444 150458 45745 82837 82017 67487 52707 14530 833 13697 14780 16724 12881 870 34006 12011 18701 29542 13649 104713 28021 29021 76765 1327 27948 5985 2374 6902 327 761 13131 24964 27694 22308 6249 10690 4662 823 14000 10885 1741 1109 698 16059 5080 2984
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=51
num_cat=0
split_feature=5 8 5 8 5 5 8 8 4 4 12 7 1 13 7 4 2 9 10 9 0 6 10 2 10 2 5 6 5 4 1 4 2 5 8 5 9 2 4 12 10 0 4 7 13 2 10 1 9 8
split_gain=0.257859 0.341098 0.183051 0.151667 0.28493 0.138074 0.125065 0.100013 0.0795712 0.0686967 0.0685113 0.0677129 0.0622608 0.0620348 0.0619014 0.0573886 0.0622133 0.100534 0.135499 0.111574 0.0852529 0.0739953 0.0610247 0.0583318 0.0704086 0.0574761 0.0555931 0.0585422 0.0591548 0.0551622 0.0520977 0.0519842 0.0515645 0.0514906 0.0549277 0.0570617 0.0520895 0.0572171 0.0498695 0.0475557 0.0659992 0.0473004 0.0469197 0.0461452 0.0455466 0.0493791 0.04335 0.041886 0.0590063 0.0413623
threshold=2.5000000000000004 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 4.5000000000000009 7.5000000000000009 1.5000000000000002 1901.8677697110745 0.79772727272727284 9.5000000000000018 12.500000000000002 3.5000000000000004 2.5000000000000004 0.53452380952380962 1.5000000000000002 1013.9723183850269 1.5000000000000002 0.13100686498855837 2.5000000000000004 0.036375661375661381 2.5000000000000004 12.500000000000002 3.5000000000000004 7.5000000000000009 8.5000000000000018 2554.1430983545456 6.5000000000000009 2.5000000000000004 16.500000000000004 10.500000000000002 10.500000000000002 2.5000000000000004 2.5000000000000004 10.500000000000002 4.5000000000000009 0.96609195402298864 708.06829806100552 9.5000000000000018 3.5000000000000004 0.12060606060606062 1.5000000000000002 0.52277432712215333 4197.4883033117148 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 32 49 -2 26 12 -6 15 44 -8 -4 -13 16 17 18 23 29 21 46 30 -10 41 -21 27 28 -7 -20 -19 -24 -1 34 35 36 37 -9 -11 -30 -41 -25 -39 -33 -5 -46 -18 -29 -49 -3
right_child=1 5 13 11 9 7 8 33 10 38 -12 14 -14 -15 -16 -17 20 22 19 25 -22 -23 31 24 -26 -27 -28 47 39 -31 -32 43 -34 -35 -36 -37 -38 42 -40 40 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=-4.8250241679520703e-05 0.00026620298428839981 -9.6169309118747913e-05 0.0003182577473090404 -0.00013988244927133636 4.52781758884195e-05 0.00013403290754527758 -2.9431970133332591e-05 -4.6236697414341964e-05 7.2928589327061805e-05 0.00016026956877681617 -0.00038023904751939997 -0.00017701700234926899 -0.00049846581472231524 0.00077161307418225375 -0.0022820833167393824 0.0010588356290771894 -0.00012378454265338492 0.00021454810358753423 5.8615975243653263e-05 0.00048645813926260307 -0.0018656922651168247 0.00018872842109660148 0.00030672079448587023 0.00051766797241758035 -0.00024477621087519371 0.000193015786287012 0.0011605404779194424 -7.7331616995464182e-05 0.00061688330061264831 0.00056691519355677757 -0.00034501523168631136 0.00059747652200533349 -0.00016132564891389086 0.0010070814461972265 -0.0013445540587450856 0.00030435126377357114 9.3617998120033356e-05 -0.00049207442811614974 0.00097063183383170335 -0.00035635247795375708 0.0019851525293715362 -0.00021248803208973337 0.00038913120507658746 0.0016793673562802858 0.00087714125700037813 -4.3844090517500493e-05 -0.00066379542147846715 -0.0017974126025831377 0.0010844199834695169 -0.00024863500806219081
leaf_weight=32090 9685 16681 5774 15545 31893 5545 7007 1966 4349 16974 741 15834 787 868 35 157 2363 2181 13944 3017 65 2011 3144 563 4897 3734 140 1103 1260 555 514 1029 14701 106 88 815 1652 1914 192 262 34 366 164 109 146 46023 441 78 23 6066
leaf_count=32090 9685 16681 5774 15545 31893 5545 7007 1966 4349 16974 741 15834 787 868 35 157 2363 2181 13944 3017 65 2011 3144 563 4897 3734 140 1103 1260 555 514 1029 14701 106 88 815 1652 1914 192 262 34 366 164 109 146 46023 441 78 23 6066
internal_value=0 6.13587e-05 0.000128107 -3.75717e-05 4.49489e-06 -5.89404e-05 0.000101242 5.80038e-05 7.05021e-05 8.86857e-05 9.64871e-05 -8.95429e-05 -7.67927e-05 0.000377504 -0.00018166 0.000104619 0.000101158 0.000122527 8.44079e-05 0.000156251 -6.70028e-05 -4.27215e-05 0.00029422 -6.5634e-05 -0.000169068 0.000324154 0.000172473 0.000155817 0.00021048 7.80729e-05 0.000107826 0.000411533 -8.37768e-05 -8.61717e-05 -0.000103733 -8.69622e-05 -0.000142952 -0.000239593 0.000169333 0.000482907 -8.73958e-05 0.000230007 -0.000422528 0.000701102 -6.58562e-05 -4.09317e-05 -0.000208715 -0.000166573 -0.00114115 -0.000136828
internal_weight=0 106198 68301 173433 95850 37897 61659 15150 51974 49059 44180 77583 7794 6642 15869 43439 43282 38402 31425 21250 4880 4815 6977 10175 5826 6751 8445 8305 7101 14499 2695 4282 46791 6705 6599 6511 5696 4044 17166 1556 296 929 2078 1138 61714 46169 2804 1204 101 22747
internal_count=279631 106198 68301 173433 95850 37897 61659 15150 51974 49059 44180 77583 7794 6642 15869 43439 43282 38402 31425 21250 4880 4815 6977 10175 5826 6751 8445 8305 7101 14499 2695 4282 46791 6705 6599 6511 5696 4044 17166 1556 296 929 2078 1138 61714 46169 2804 1204 101 22747
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 8 5 13 4 5 8 8 2 7 2 9 10 9 2 5 0 7 8 5 1 2 10 4 0 1 6 12 10 1 2 4 9 2 7 0 12 0 12 3 0 10 0 6 5 1
split_gain=0.252953 0.260163 0.283177 0.157021 0.314207 0.111956 0.100932 0.0996013 0.0905813 0.0944165 0.107196 0.0898587 0.0817465 0.0815167 0.0679018 0.0951728 0.100189 0.0913587 0.128995 0.0666166 0.0644504 0.0610795 0.0601216 0.096972 0.0554537 0.0547321 0.0532656 0.052161 0.0528602 0.0508977 0.0503603 0.0489376 0.0547909 0.0467685 0.0454522 0.0444401 0.0430101 0.0799814 0.0421449 0.0415945 0.0407376 0.04125 0.0400746 0.0560053 0.0444372 0.0394537 0.0392581 0.0448113 0.037639 0.0431138
threshold=1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 0.10620300751879701 1.5000000000000002 7.5000000000000009 6.5000000000000009 3.5000000000000004 1.5000000000000002 9.5000000000000018 3.5000000000000004 2.5000000000000004 0.44590643274853808 1.5000000000000002 2.5000000000000004 10.500000000000002 671.0170443977488 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1379.8125525987941 3.5000000000000004 0.68819444444444455 8.5000000000000018 1033.4556649327824 1285.6662227182744 1.0000000180025095e-35 3.5000000000000004 0.97259759759759767 3438.6371619929478 2.5000000000000004 6.5000000000000009 2.5000000000000004 2.5000000000000004 2.5000000000000004 1433.692583700579 1.5000000000000002 924.13557371275863 3.5000000000000004 24.500000000000004 1020.4796647730221 0.92450142450142458 752.62734794289941 3.5000000000000004 13.500000000000002 2251.1234410074267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 7 20 14 -1 48 11 19 40 24 21 15 16 -3 27 -19 31 -6 -5 23 34 29 -8 -20 -18 -29 -9 -16 -11 -33 -24 -14 -25 37 -13 -27 -2 41 -10 43 -28 -45 -44 -17 -48 49 -4
right_child=39 2 8 13 5 -7 25 12 9 10 -12 36 22 -15 30 46 17 18 26 -21 -22 -23 33 35 -26 38 42 28 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 45 44 -46 -47 47 -49 -50 -51
leaf_value=-0.00013881140561579835 -0.00051385119398852019 -1.5083436665071948e-05 -0.00035739311472410561 -7.7225434655063251e-05 9.1324516100807336e-05 3.8723528168616924e-05 0.00073975743579896415 0.00079388943610308777 0.00010707461306219071 0.0003857887747896751 -0.00017126685204087874 -6.2630423513779983e-05 -1.7457632407502951e-05 -0.0023181257474615929 -0.00031927372678463417 0.00022337146098612513 0.0001180333754089105 0.00067509099953593724 -3.1609900085630169e-05 0.00081847775227364037 0.00026316374382569528 -0.00022878041443641611 -8.8880262354960825e-05 5.3378747513724174e-05 -0.0016354779152953553 -0.00048407772375031605 0.00040641119268711612 0.0013324779416755271 0.00028121903564335576 0.0030902555919493789 8.9171278074478676e-05 -9.6267687472908277e-05 0.0016849330283649679 -0.0013072563808052536 -0.00013879138153561062 0.00029983768401710729 1.4056906181016566e-05 -0.00037820899280365298 0.00066810632959969694 0.00083991847159581843 -5.04140187661024e-06 0.00051038345840898004 0.00014730833111084585 0.0019809677863006736 0.00019540572858543371 -0.0015035022029247231 0.00057982461222700948 -0.0002792482988049149 0.00084901691965381465 -0.0012766306080509464
leaf_weight=25656 2611 5759 1254 27340 10774 41929 1245 227 3178 2124 1437 4625 24994 42 1012 1646 10289 2338 1494 601 11056 8784 26427 23281 21 185 944 176 373 27 2968 1064 45 79 11167 1985 3308 3548 139 58 8909 792 503 110 51 39 2656 161 58 142
leaf_count=25656 2611 5759 1254 27340 10774 41929 1245 227 3178 2124 1437 4625 24994 42 1012 1646 10289 2338 1494 601 11056 8784 26427 23281 21 185 944 176 373 27 2968 1064 45 79 11167 1985 3308 3548 139 58 8909 792 503 110 51 39 2656 161 58 142
internal_value=0 4.66833e-06 9.3816e-05 -2.16741e-05 -2.33853e-06 8.65306e-05 0.000198009 -5.21015e-05 -1.37386e-05 5.16841e-06 0.000197041 -3.63489e-05 -2.68812e-05 -0.000116638 0.000177902 0.000206784 0.000164211 0.000227491 0.00039389 0.000335084 0.000178354 -0.000114078 -2.9573e-05 -2.41475e-06 0.000833836 0.000589108 0.000184578 0.000143371 0.000618235 0.00103799 -1.46846e-05 0.000245224 -2.39917e-05 -9.25116e-05 -5.49271e-05 7.27416e-05 -0.000138059 -0.000199627 1.02235e-05 -0.000484432 5.43204e-05 0.000187533 0.000380682 0.000553416 0.00141535 2.85231e-05 0.000417371 0.000530726 -0.000399044 -0.000450897
internal_weight=0 276962 63173 213789 177623 63759 32088 113864 31085 29631 5271 24360 88208 36166 30519 26539 22076 16317 5479 3834 21830 36124 87933 61427 275 1569 3141 10838 549 254 3980 3233 1109 26506 36161 25266 11481 8173 324 2669 12879 3970 1647 1105 161 542 4463 2817 1454 1396
internal_count=279631 276962 63173 213789 177623 63759 32088 113864 31085 29631 5271 24360 88208 36166 30519 26539 22076 16317 5479 3834 21830 36124 87933 61427 275 1569 3141 10838 549 254 3980 3233 1109 26506 36161 25266 11481 8173 324 2669 12879 3970 1647 1105 161 542 4463 2817 1454 1396
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=51
num_cat=0
split_feature=4 2 5 9 4 11 10 7 12 9 14 13 9 9 2 10 10 5 6 0 9 10 14 10 6 2 10 3 12 14 9 10 1 3 4 6 0 6 4 9 5 4 4 7 4 5 2 7 1 14
split_gain=0.240709 0.167361 0.160902 0.120024 0.108835 0.129372 0.108189 0.107041 0.102395 0.0913864 0.0893854 0.0839681 0.0784306 0.0781319 0.26245 0.154264 0.141771 0.118156 0.0951685 0.0788566 0.0864518 0.0987241 0.0769758 0.0745568 0.0706322 0.0787818 0.0690015 0.0642366 0.104809 0.0638727 0.0634242 0.0715171 0.0773758 0.0593404 0.0593274 0.0621884 0.0579688 0.0690987 0.0566744 0.055206 0.0551616 0.0540414 0.0538052 0.0549942 0.0515917 0.0497406 0.0488177 0.0606982 0.0486478 0.0468845
threshold=3.5000000000000004 2.5000000000000004 4.5000000000000009 1.5000000000000002 9.5000000000000018 0.11882352941176472 0.21913109756097562 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.52440476190476204 0.42206477732793529 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.5270467836257311 0.63245614035087727 5.5000000000000009 1.0000000180025095e-35 916.44505744395212 4.5000000000000009 0.33666666666666673 0.053342816500711245 0.68496240601503777 1.5000000000000002 3.5000000000000004 0.55718954248366026 10.500000000000002 3.5000000000000004 0.3373983739837399 4.5000000000000009 0.36899313501144165 4197.4883033117148 33.500000000000007 6.5000000000000009 1.0000000180025095e-35 752.62734794289941 2.5000000000000004 5.5000000000000009 3.5000000000000004 7.5000000000000009 7.5000000000000009 9.5000000000000018 2.5000000000000004 12.500000000000002 9.5000000000000018 3.5000000000000004 2.5000000000000004 3049.3733999235665 0.077677224736048281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 42 5 10 9 27 45 -5 13 41 48 15 17 46 18 23 -16 33 21 29 -23 34 -17 -26 -14 -1 -29 -21 31 32 -6 36 -15 -36 37 -20 40 -38 -12 -8 43 -2 -33 -9 47 49 -4 -3
right_child=1 4 12 6 30 -7 11 8 -10 -11 38 -13 26 14 16 24 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 28 -30 -31 -32 44 -34 -35 35 -37 39 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-8.1296480672602052e-05 2.0774083046229922e-05 -0.0003781373243142924 0.00016742278385027711 -6.4661851624826997e-05 7.9224478487876192e-05 -0.00095188826197021019 0.00011220764302937336 -0.00010611162337242838 -0.00034572502730071016 0.0002246757635225988 -1.5082954876267529e-05 0.00034674894683611669 0.00033307394810936242 7.1183554154994461e-05 -0.00032790582414214832 7.6421146948600334e-05 -0.00076490890269498518 0.00061542394729293532 -2.4210399153936398e-05 -0.0013548198391234337 0.0013557666879259397 0.0022631915379621973 -0.00028849622432520626 -0.00046176777212539202 -0.00017424399699889472 0.00087225799294193623 0.00085929447982290876 4.0105516060186002e-05 -0.00014637937914606489 0.00067916323625764191 0.0013499697040817349 0.00024877418776859641 -0.00080236283770571202 0.00073627932114389051 0.00060369869055826482 0.00016196087312533619 -0.00045105277654642722 0.00036383441423308571 0.00019181605630562453 7.452491570421297e-05 0.00058704857685922983 0.00055948591698849347 0.00072771586190553596 -0.0001893125801343071 0.00081402874781354238 0.00053851151204701469 0.00053421591217391495 -0.00046452669450384396 0.0013338716211984611 -0.00013965094152529076
leaf_weight=40740 37648 2474 5041 9172 1833 375 13458 13573 5567 3885 10262 6958 1751 10870 3564 11605 874 1242 5114 377 54 38 133 553 5430 186 967 38889 9345 43 119 2567 288 275 1175 2475 1244 1479 6820 835 395 711 258 3396 479 306 220 2137 91 12340
leaf_count=40740 37648 2474 5041 9172 1833 375 13458 13573 5567 3885 10262 6958 1751 10870 3564 11605 874 1242 5114 377 54 38 133 553 5430 186 967 38889 9345 43 119 2567 288 275 1175 2475 1244 1479 6820 835 395 711 258 3396 479 306 220 2137 91 12340
internal_value=0 3.69158e-05 8.76789e-05 6.52743e-05 -1.12253e-05 -2.53027e-05 0.000134576 -5.82954e-05 -0.000164564 2.14281e-05 -2.10763e-05 0.000204504 0.000303122 -4.8165e-05 1.03131e-05 -9.97618e-05 -0.000148255 0.000146673 -0.000107288 -2.53155e-05 -0.000559256 -0.000734233 0.000278546 0.000108048 5.97889e-06 -0.000139584 0.000520291 -3.50695e-05 3.97537e-06 -0.00114658 0.000208723 0.000182439 -4.04819e-05 1.3177e-05 0.00012975 0.000304164 -9.75349e-06 6.28392e-05 7.92635e-05 -0.000239962 7.23495e-06 0.000134652 7.91603e-06 3.39141e-06 0.000337664 -9.18992e-05 -0.00020581 -0.000215415 0.000188106 -0.000179479
internal_weight=0 171211 83336 75486 87875 82589 34184 108420 19446 13057 82214 21127 7850 64737 30345 34392 14030 16315 13156 9592 645 591 171 15073 17221 5616 2718 88974 48234 420 5286 5167 2121 8947 14520 3650 8672 6593 17477 2079 10657 14169 41302 41044 3046 13879 17171 16951 5132 14814
internal_count=279631 171211 83336 75486 87875 82589 34184 108420 19446 13057 82214 21127 7850 64737 30345 34392 14030 16315 13156 9592 645 591 171 15073 17221 5616 2718 88974 48234 420 5286 5167 2121 8947 14520 3650 8672 6593 17477 2079 10657 14169 41302 41044 3046 13879 17171 16951 5132 14814
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=51
num_cat=0
split_feature=4 11 12 4 2 5 4 12 7 9 10 5 10 12 3 9 10 10 0 10 2 9 10 6 5 8 9 9 10 6 7 2 6 0 9 0 3 2 9 5 0 0 2 8 5 9 9 14 7 5
split_gain=0.226383 0.186721 0.165135 0.154209 0.14795 0.146901 0.0957418 0.0936169 0.0875911 0.0863938 0.0970623 0.0815128 0.070993 0.0899782 0.0831383 0.0683066 0.191459 0.176576 0.080529 0.116105 0.0677469 0.10432 0.0884754 0.0662909 0.0661682 0.0929161 0.0631349 0.0622539 0.09416 0.0569502 0.0545786 0.0864046 0.0608192 0.0523419 0.0522324 0.0795088 0.0580554 0.0502731 0.0499435 0.048437 0.0498748 0.0481746 0.0472051 0.0474802 0.0540343 0.04703 0.0468568 0.0452098 0.0445848 0.0443049
threshold=6.5000000000000009 0.028445512820512824 2.5000000000000004 2.5000000000000004 2.5000000000000004 4.5000000000000009 9.5000000000000018 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.17445652173913045 12.500000000000002 0.40238095238095245 4.5000000000000009 35.500000000000007 2.5000000000000004 0.39339826839826847 0.57979626485568769 444.5772474457321 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.6478537360890303 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.55718954248366026 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 481.22977250753871 3.5000000000000004 1033.4556649327824 36.500000000000007 3.5000000000000004 1.5000000000000002 1.5000000000000002 750.05186893448547 872.92399865907191 3.5000000000000004 3.5000000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.5270467836257311 1.0000000180025095e-35 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 9 11 46 33 48 26 20 13 45 -15 16 18 30 -6 39 21 22 -4 -23 -12 -26 -11 -7 -29 38 31 -17 -33 -9 35 36 -22 -19 -24 -20 -41 -34 43 44 -21 -8 -1 -18 -5 -49
right_child=2 -3 6 4 15 27 12 8 -10 10 24 -13 -14 14 -16 17 47 37 19 42 34 23 29 -25 25 -27 -28 28 -30 -31 -32 32 41 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 49 -50 -51
leaf_value=-9.7225357995019688e-05 0.00024798854863928151 -0.0004767294416151281 -0.00019292801076250128 2.7964591725326637e-05 6.5706092923874539e-05 0.00013659939500854158 0.00013831541500238751 -0.000305654994691117 -0.00035394930846854015 -7.7824606640833479e-05 5.8329110482362276e-05 0.0019846692710416393 0.0004032491459363516 2.1435260228180829e-05 -0.00088749173804497736 4.2095944789679403e-05 -3.9897648457313576e-05 -0.00022527140085183028 -0.00024796990560366211 -0.00033743698426222678 -0.00028255706483763506 0.00057106311443308314 0.00012958579368467542 0.00012036258407169083 0.00031012251949959387 5.5841562840854574e-05 0.00012880253641857337 0.0002051949686191572 0.00076065188437791681 -1.394288101945123e-05 9.7155763072343351e-05 -0.00033540827373420835 0.00032156144925366708 -8.2049498391124472e-05 3.1739296206216397e-05 -0.0017504948574491872 0.001215847471030429 -0.0006811466068764408 0.00065594900163898156 0.00028887413127201442 -0.00027970305445903213 -0.0019669234825414605 0.0010413758592524877 -0.00067333426016370735 3.781985926324521e-05 0.00087930814127244262 4.5300307603681665e-05 8.2878612213998506e-05 -6.1722981673155216e-05 0.00065733413051315397
leaf_weight=10783 14096 2201 5125 27515 2253 5724 736 3077 4736 12887 16557 51 2734 726 385 9338 17696 1719 1170 10378 3145 1209 1360 2509 8600 6170 5184 2071 1208 4579 17550 3032 550 17511 1980 91 66 933 674 1612 507 24 63 935 1057 302 12396 6156 27915 355
leaf_count=10783 14096 2201 5125 27515 2253 5724 736 3077 4736 12887 16557 51 2734 726 385 9338 17696 1719 1170 10378 3145 1209 1360 2509 8600 6170 5184 2071 1208 4579 17550 3032 550 17511 1980 91 66 933 674 1612 507 24 63 935 1057 302 12396 6156 27915 355
internal_value=0 -1.83183e-05 0.000110488 -1.40729e-05 6.32173e-06 4.22935e-05 3.49888e-05 -9.36109e-05 -0.000160068 2.56476e-05 7.37305e-05 -1.18081e-05 0.000234223 1.91851e-05 -0.000293539 -4.80365e-05 -9.02426e-05 5.67547e-06 -0.00021386 -0.000253923 -1.67179e-05 3.61122e-05 -3.69956e-05 0.000266919 0.000126962 0.0002039 -1.85498e-05 0.000236113 0.000409828 8.38503e-05 3.97085e-05 -3.81809e-05 -0.000246064 -0.000115469 -0.000171308 -0.000293062 -0.000251758 -0.000385653 0.000304005 1.02557e-05 0.000152834 0.000225876 -0.000323808 -0.000330761 -0.00030275 0.000353903 -2.10034e-05 1.55019e-06 -1.72028e-05 0.0001142
internal_weight=0 239863 39768 237662 189159 113831 25672 48503 25324 104828 49398 20789 4883 2149 1111 75328 42182 33146 17975 15722 20738 15456 11738 3718 31327 14770 18071 9003 3279 6613 30494 12944 3606 20588 5282 3302 3211 2652 2034 3289 2119 574 12433 12370 11435 1038 23179 24207 55430 6511
internal_count=279631 239863 39768 237662 189159 113831 25672 48503 25324 104828 49398 20789 4883 2149 1111 75328 42182 33146 17975 15722 20738 15456 11738 3718 31327 14770 18071 9003 3279 6613 30494 12944 3606 20588 5282 3302 3211 2652 2034 3289 2119 574 12433 12370 11435 1038 23179 24207 55430 6511
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=51
num_cat=0
split_feature=4 12 12 5 7 8 0 0 9 10 10 9 6 4 12 3 13 6 10 1 9 1 10 10 4 3 1 14 12 3 6 11 14 8 5 9 10 6 5 8 5 2 9 10 0 9 9 10 0 5
split_gain=0.208832 0.178919 0.133863 0.126181 0.143971 0.138778 0.121858 0.113843 0.0879428 0.139042 0.0851777 0.074445 0.0857076 0.070054 0.0968657 0.089299 0.0692376 0.0616407 0.0577715 0.0545342 0.0538588 0.107049 0.0535211 0.0525722 0.0522331 0.0763052 0.0498553 0.0534113 0.0493651 0.0697519 0.0493297 0.0491965 0.0479821 0.0467777 0.0494475 0.0467248 0.0462753 0.0450679 0.0449924 0.044871 0.075396 0.0447559 0.0696934 0.0654266 0.0502884 0.0557109 0.0622971 0.0632018 0.0620536 0.0497096
threshold=5.5000000000000009 1.5000000000000002 5.5000000000000009 6.5000000000000009 1.5000000000000002 3.5000000000000004 658.36447093627214 1433.692583700579 2.5000000000000004 0.49418604651162795 0.077935222672064791 1.5000000000000002 1.5000000000000002 7.5000000000000009 3.5000000000000004 41.500000000000007 0.09449404761904763 3.5000000000000004 0.10582306830907055 1313.6584572558543 3.5000000000000004 3007.5741317529969 0.042572463768115944 0.74133811230585434 12.500000000000002 42.500000000000007 1948.9880704016555 0.30495169082125612 1.5000000000000002 22.500000000000004 3.5000000000000004 0.078461538461538485 0.037749287749287756 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.47434210526315795 3.5000000000000004 15.500000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.76253132832080206 1146.5960345662522 2.5000000000000004 3.5000000000000004 0.45584415584415588 767.97453251559966 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 30 17 10 9 -6 20 -11 28 15 -15 31 18 26 -8 -18 21 22 -3 -19 41 36 27 -1 29 -13 32 33 -5 34 -12 -23 -26 -37 -7 40 -21 42 43 -16 45 -43 47 48 -47 -44
right_child=1 7 -4 5 8 38 16 -9 -10 11 13 12 -14 14 24 -17 19 23 -20 39 -22 35 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 -40 -41 -42 44 49 -45 -46 46 -48 -49 -50 -51
leaf_value=1.3308807523230483e-05 0.00023448826000826322 3.9354599581606515e-05 -0.00025447431467960765 0.0025606569220932821 -0.00032091188106020597 -2.9002320931082004e-05 -0.00031021375174074186 0.00061496720159231761 3.7115235839228991e-05 -0.0001462216208408084 -4.9651835872026992e-05 0.00031927131425040585 -0.00024956216576018069 0.00026927015644168437 -0.00021650170495298929 0.002234103189419127 0.00066600590722235313 0.0004854027848704171 -6.3579057080271877e-06 4.8347171707369999e-05 0.00014028096784296553 -0.00017973264828087768 -0.00027433880221219484 -0.00028428079410755595 0.0001899890977629552 -0.00085522813672699179 -0.00025581399886133568 -6.5880941072402716e-05 2.8924964803850953e-05 0.002672551531577483 8.0938724076046642e-05 -0.00069625229671733144 0.00054714612111360459 -2.9672710220349528e-05 0.00019202228621486897 -0.00063639060026836943 0.0012704397397046393 -0.0015692705834745931 0.00096655795300920686 -4.8432679433385787e-05 0.00019657407980425346 0.0005221282327481393 0.00029430050557102032 0.00018003453998005896 -0.0015526003087870778 -4.0661457067433295e-05 0.00011231581523140922 3.3223220653242758e-05 -0.00089186858408659873 0.0012687838291749361
leaf_weight=32816 14000 3371 6171 30 8727 3779 1759 833 7609 14246 3304 1969 1656 7444 2071 45 395 966 14132 26855 1619 438 2279 288 173 83 2705 60639 2689 32 658 248 2153 21419 5889 661 232 161 117 6256 12606 289 1026 2090 64 306 931 539 713 150
leaf_count=32816 14000 3371 6171 30 8727 3779 1759 833 7609 14246 3304 1969 1656 7444 2071 45 395 966 14132 26855 1619 438 2279 288 173 83 2705 60639 2689 32 658 248 2153 21419 5889 661 232 161 117 6256 12606 289 1026 2090 64 306 931 539 713 150
internal_value=0 7.45063e-05 -2.50587e-05 -1.80875e-05 -2.5388e-05 0.000194682 -4.78133e-06 3.4779e-05 -0.000114347 -0.000153655 2.6078e-05 -8.27701e-05 5.96708e-05 5.24496e-05 0.000136981 8.38291e-06 5.00127e-05 -3.96572e-05 -3.99922e-05 8.103e-05 -0.000119295 -0.000180113 -8.71777e-05 0.000308633 2.33588e-05 0.000525873 -4.41991e-05 -3.80741e-05 0.000168858 0.000356905 0.00046043 5.13737e-06 0.000574817 1.08196e-05 0.000105164 -0.000596849 0.000808914 -0.000819108 8.95151e-07 7.59757e-05 9.56989e-05 -6.62375e-06 7.87272e-05 -1.73282e-05 -0.000166905 -0.000134981 -0.000211278 -0.000404645 -0.000636256 0.000418597
internal_weight=0 70378 209253 203082 196345 6737 159417 56378 36928 29319 55545 20592 6346 47016 16111 30905 62003 97414 15891 46112 8529 6910 5650 1254 8667 488 96160 93455 4690 2001 2841 30860 2183 30612 9193 1260 405 822 3896 45717 39461 8179 5337 4161 2842 2778 2489 1558 1019 1176
internal_count=279631 70378 209253 203082 196345 6737 159417 56378 36928 29319 55545 20592 6346 47016 16111 30905 62003 97414 15891 46112 8529 6910 5650 1254 8667 488 96160 93455 4690 2001 2841 30860 2183 30612 9193 1260 405 822 3896 45717 39461 8179 5337 4161 2842 2778 2489 1558 1019 1176
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 5 8 8 13 5 7 2 8 5 8 5 7 0 1 1 2 6 5 4 14 7 1 5 8 1 10 6 3 13 3 2 9 9 4 1 13 6 10 9 0 13 0 0 3 2
split_gain=0.199995 0.209906 0.253343 0.143354 0.270119 0.135556 0.1054 0.100659 0.0856012 0.0777564 0.0731147 0.0695532 0.0587011 0.0660141 0.0548542 0.0860906 0.0501509 0.0501212 0.0493162 0.0465654 0.0463735 0.0590352 0.0556197 0.0444535 0.0438798 0.043074 0.0428536 0.0404201 0.0849949 0.0458279 0.0398268 0.039584 0.0635172 0.0816094 0.0483162 0.0392215 0.0379814 0.0377415 0.0643661 0.0454016 0.0375561 0.0458207 0.0354918 0.0348951 0.0344886 0.034062 0.0502682 0.0355498 0.0544583 0.0339269
threshold=1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.10620300751879701 5.5000000000000009 9.5000000000000018 1.5000000000000002 5.5000000000000009 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 671.0170443977488 1379.8125525987941 1285.6662227182744 3.5000000000000004 3.5000000000000004 8.5000000000000018 1.5000000000000002 0.65108695652173931 6.5000000000000009 3438.6371619929478 12.500000000000002 8.5000000000000018 2739.3600366868154 0.15470085470085473 1.5000000000000002 32.500000000000007 0.40967365967365971 41.500000000000007 2.5000000000000004 4.5000000000000009 2.5000000000000004 8.5000000000000018 3364.5296915318181 0.78319623971797891 5.5000000000000009 0.21913109756097562 3.5000000000000004 1433.692583700579 0.30860805860805868 765.4296869705621 1222.5833773881889 20.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 8 6 -3 17 -1 -4 16 18 13 31 15 35 45 -6 19 -10 21 22 30 -8 42 36 -16 -14 29 -29 -7 32 -11 -34 43 -13 -22 39 -39 -32 -15 -42 -25 -33 -2 -5 -47 -48 -49 -9
right_child=44 2 9 10 7 20 23 49 11 12 -12 14 27 40 26 -17 -18 -19 -20 -21 25 -23 -24 24 -26 -27 -28 28 -30 -31 37 34 33 -35 -36 -37 -38 38 -40 -41 41 -43 -44 -45 -46 46 47 48 -50 -51
leaf_value=-0.00012756071782095088 -0.0004575354581509831 0.00022351107614213681 -0.00022724999293143814 -0.00012548815808093849 9.1682923647296512e-05 -2.8883737335817366e-05 -0.00025205007567864318 0.0008755486466300984 0.00072918360017440768 9.376739767322524e-05 -0.0021951964679395872 -1.5008298636760445e-05 -0.00023008519810372471 0.00040370125478553578 -8.2920037104037859e-05 7.0477695464357743e-05 -0.00021175864444564348 0.00024322045368419627 -0.0015585197389425178 0.0029256461015729992 -3.5367790792067905e-05 5.0854731105706938e-05 0.00091596232748284096 -7.3556778955586501e-05 0.00020008463482611009 0.0017505582189187409 -0.0012491878179193747 0.0024278454381324675 -0.00045562651943488008 0.00061952255388680649 0.00051232160314534469 -0.00013132205807808649 0.0005312013037958726 0.0030812025322934223 -0.0020608082958196682 -0.00012771921036519316 0.0012595654188771732 0.0008006713789077192 0.0032612545936717657 -0.00039857519903405874 0.0020685142835136501 -0.00048253752174787223 7.5426388763782918e-05 0.00044597783651618631 0.00077518503581061322 -7.3562433507976327e-05 0.0001213700572372946 0.0032365079037845138 0.00050062181755839406 3.3622391634098311e-05
leaf_weight=25656 2611 14297 5998 14883 10774 390 1125 120 227 3215 42 24994 3098 526 26427 25266 8784 11056 21 27 1007 723 790 5402 5122 38 79 46 182 147 1807 2777 180 38 31 11167 60 233 30 148 75 23 15376 289 58 9170 3160 22 105 41809
leaf_count=25656 2611 14297 5998 14883 10774 390 1125 120 227 3215 42 24994 3098 526 26427 25266 8784 11056 21 27 1007 723 790 5402 5122 38 79 46 182 147 1807 2777 180 38 31 11167 60 233 30 148 75 23 15376 289 58 9170 3160 22 105 41809
internal_value=0 4.15098e-06 8.42263e-05 -1.95107e-05 -1.03573e-06 0.000144066 0.000113722 8.1363e-05 -4.71755e-05 -8.33173e-05 -0.000110247 -2.37948e-05 -2.08007e-06 7.97976e-05 -2.62778e-05 -3.36471e-07 -0.000107823 0.00016843 0.000770139 0.000962666 0.000383996 0.000461122 0.000548415 5.56403e-05 6.90052e-05 9.63618e-05 -8.6396e-05 -0.000170739 0.000319538 0.00105052 0.00043708 3.28461e-05 0.000149771 0.000975697 -9.67642e-05 -4.98149e-05 3.74494e-05 0.000519013 0.00108135 0.000443364 0.000571133 0.0014698 3.66928e-05 -7.6906e-05 -0.000430747 -7.44298e-05 -1.34278e-05 0.000154335 0.000974555 3.6032e-05
internal_weight=0 276962 63173 213789 177623 46548 41322 63759 113864 16625 36166 88208 10627 7154 87933 61427 36124 21830 275 254 5226 4121 3398 27025 25900 1105 26506 3473 375 193 2608 6530 3433 218 3097 36161 1067 2218 263 1955 624 98 20778 3066 2669 27340 12457 3287 127 41929
internal_count=279631 276962 63173 213789 177623 46548 41322 63759 113864 16625 36166 88208 10627 7154 87933 61427 36124 21830 275 254 5226 4121 3398 27025 25900 1105 26506 3473 375 193 2608 6530 3433 218 3097 36161 1067 2218 263 1955 624 98 20778 3066 2669 27340 12457 3287 127 41929
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=51
num_cat=0
split_feature=4 5 8 2 4 12 9 10 7 2 5 6 11 9 9 8 5 8 13 10 5 8 4 0 12 9 10 7 9 2 10 0 5 8 9 8 5 4 0 1 6 13 9 4 7 9 10 2 6 9
split_gain=0.195613 0.171274 0.168181 0.118958 0.110921 0.0886388 0.0839443 0.0855555 0.0817243 0.0796223 0.0967851 0.0849816 0.0769339 0.0690255 0.0652369 0.0646825 0.0763908 0.0826994 0.0633173 0.0625076 0.0506173 0.0693639 0.049726 0.0487815 0.0480653 0.0472033 0.0525707 0.0469699 0.0455155 0.0954144 0.0884187 0.0451718 0.0442303 0.0436454 0.0436039 0.0433356 0.0430708 0.0426494 0.0423929 0.0412579 0.0502278 0.0727435 0.0410584 0.0409601 0.0403179 0.0400268 0.100195 0.0557083 0.0525586 0.0598001
threshold=2.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 6.5000000000000009 1.5000000000000002 1.5000000000000002 0.22792207792207794 1.5000000000000002 3.5000000000000004 7.5000000000000009 2.5000000000000004 0.24404761904761907 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.40270270270270275 0.44590643274853808 9.5000000000000018 6.5000000000000009 9.5000000000000018 911.950011882387 5.5000000000000009 1.5000000000000002 0.52440476190476204 6.5000000000000009 1.5000000000000002 2.5000000000000004 0.76253132832080206 481.22977250753871 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.5000000000000002 9.5000000000000018 8.5000000000000018 770.6416952900895 3741.8673850150876 1.5000000000000002 0.39208074534161497 1.5000000000000002 4.5000000000000009 2.5000000000000004 2.5000000000000004 0.68237250554323736 2.5000000000000004 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 9 4 6 36 44 13 31 10 11 14 15 -8 19 16 38 -18 -9 -3 24 -22 25 -16 39 -6 -27 34 37 -30 33 -7 -19 -31 -11 -33 42 -21 -5 45 41 -41 -1 -20 -2 46 47 -4 49 -48
right_child=1 2 20 12 22 8 7 18 -10 27 -12 -13 -14 -15 23 -17 17 32 43 28 21 -23 -24 -25 -26 26 -28 -29 29 30 -32 35 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 48 -49 -50 -51
leaf_value=-9.881989666645039e-05 -9.6435166918664984e-06 1.2978335016818047e-05 1.0661829141640369e-05 -6.3263402450837095e-05 7.7843372442104738e-05 -0.0002884201152364487 -6.7162216751501396e-05 6.6531885123642068e-05 -0.00033998074800515373 -6.7121056753945507e-05 0.0006509068376422362 -6.3015353143268702e-05 -0.001005794002760566 0.00013405200129212611 0.00032149085237611762 -0.00019368082839995562 6.6887014344459701e-05 -0.00019244271171954083 0.00015733500768877018 0.0001625321409893815 0.00058094160905353901 -8.4594029435127442e-05 0.00081100002834614464 0.00081204043807141268 -0.00037769250159224083 0.00016796728811035056 0.00055311309730829113 0.0011387408815659165 0.00085618601632616177 0.00050527090400415045 0.00070920217538404174 -3.5768494967319424e-05 -1.4713448635455046e-05 -0.0002250298383693226 0.00072201903775134574 -0.00021659650794528078 0.00062846771725306191 0.00069852452278554007 -0.00023353333833499112 0.00041906183447409012 0.00017033166843242141 0.0033412694335257748 3.4804829359790318e-05 0.00037134802665172306 -0.00018093706204371345 0.00012456550200244199 2.275171970763725e-05 -0.00050480459964769193 -0.00030157142811685429 0.00053784104201491168
leaf_weight=10767 52652 2563 740 30044 4796 3085 14764 18023 4845 3254 1490 2141 207 5992 1165 6383 28095 5414 7715 4439 784 782 326 897 1046 2329 1430 89 983 275 627 13232 9905 799 185 4420 253 405 4162 57 301 34 12334 3148 3675 2598 2592 1797 872 720
leaf_count=10767 52652 2563 740 30044 4796 3085 14764 18023 4845 3254 1490 2141 207 5992 1165 6383 28095 5414 7715 4439 784 782 326 897 1046 2329 1430 89 983 275 627 13232 9905 799 185 4420 253 405 4162 57 301 34 12334 3148 3675 2598 2592 1797 872 720
internal_value=0 1.92607e-05 0.000127331 2.08597e-06 3.51831e-05 -9.07989e-05 2.09581e-05 6.83615e-05 -0.000155095 0.000219422 0.000267421 0.000227446 -4.30536e-05 -9.07417e-06 0.000278617 -4.06812e-05 -2.80995e-05 1.59296e-05 0.000124003 0.000226251 -1.69907e-05 0.000248599 0.000204917 0.000534887 -5.56551e-05 0.000181822 0.000314485 4.67958e-06 0.000298862 0.000464028 0.000237402 -0.000111898 -7.7526e-05 -3.80348e-05 -2.46695e-05 -8.10472e-05 -2.03695e-05 0.000207346 -8.39809e-05 -2.09675e-05 0.000481529 0.00151088 -2.74755e-05 0.000219354 -2.08194e-05 -4.21049e-05 -0.000106531 -0.000354452 4.37973e-05 0.000134728
internal_weight=0 230695 31635 199060 114850 48936 105969 49642 25582 19312 15784 14294 84210 20756 12153 84003 77620 43414 28886 10091 12323 1566 8881 2062 10757 8555 3759 3528 7528 2684 1701 20737 15319 1074 3439 17652 23354 4844 34206 9711 392 91 23101 10863 56327 9319 6721 2537 4184 3312
internal_count=279631 230695 31635 199060 114850 48936 105969 49642 25582 19312 15784 14294 84210 20756 12153 84003 77620 43414 28886 10091 12323 1566 8881 2062 10757 8555 3759 3528 7528 2684 1701 20737 15319 1074 3439 17652 23354 4844 34206 9711 392 91 23101 10863 56327 9319 6721 2537 4184 3312
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=51
num_cat=0
split_feature=4 13 4 2 12 12 2 9 10 3 0 5 0 0 3 7 7 3 8 9 10 10 2 6 0 5 7 0 9 6 10 9 10 4 2 1 4 0 6 4 5 14 6 10 0 13 6 9 10 5
split_gain=0.179011 0.129837 0.120815 0.11344 0.108339 0.0895393 0.0794834 0.0984302 0.170261 0.0940627 0.0861128 0.0766904 0.0739153 0.0965591 0.0685514 0.0666668 0.0659072 0.0703924 0.0633655 0.0607133 0.172284 0.143921 0.108472 0.0971607 0.110294 0.0779088 0.0638283 0.059644 0.0650184 0.0584907 0.0612085 0.0566785 0.0680647 0.0605457 0.0537862 0.0533281 0.0524658 0.0522022 0.049791 0.0512546 0.0581988 0.0622085 0.0493783 0.0492227 0.0649694 0.0490414 0.046413 0.0451086 0.0962714 0.0557094
threshold=3.5000000000000004 0.87750000000000006 7.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 3.5000000000000004 0.48074074074074075 42.500000000000007 858.45016876509555 5.5000000000000009 1173.0767376433671 920.13071123443217 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 2.5000000000000004 0.68496240601503777 0.45080645161290328 3.5000000000000004 1.5000000000000002 920.13071123443217 5.5000000000000009 1.0000000180025095e-35 928.78428753650576 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.76253132832080206 10.500000000000002 3.5000000000000004 2275.0720736400158 4.5000000000000009 1242.5784396434321 2.5000000000000004 8.5000000000000018 8.5000000000000018 0.31909090909090915 1.0000000180025095e-35 0.95916666666666683 1159.2799263297591 0.40270270270270275 3.5000000000000004 1.5000000000000002 0.79772727272727284 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 11 -4 14 9 8 10 31 -8 16 13 -10 -1 -16 17 -2 -7 21 22 29 25 26 -25 46 -24 -9 -29 30 -5 32 -6 42 -31 -23 -3 -32 39 -34 41 -41 -33 -43 -45 -18 -21 -37 -49 -50
right_child=1 36 4 19 6 18 7 27 12 -11 -12 -13 -14 -15 15 -17 45 -19 -20 20 -22 35 23 24 -26 -27 -28 28 -30 34 37 33 38 -35 -36 47 -38 -39 -40 40 -42 43 -44 44 -46 -47 -48 48 49 -51
leaf_value=-8.0766683828232028e-05 1.6849687540170759e-05 7.5007888183342664e-05 0.00024306812612492619 0.0001014457686578266 -0.0001551583763634664 -0.00010207155167155567 -0.00028945275216302039 2.6973785548665125e-05 -8.5505125462077565e-05 0.0019569615919507394 -0.00099911044291452439 0.00028901588072510385 -0.0015734301168330998 0.0010442865239888158 3.8154065965561776e-05 -8.9051060631967408e-05 -5.1956126816633971e-05 0.00017056941190050646 -0.00034464136687550949 9.8493469792876957e-05 -0.00060889472113420824 5.8977057996388922e-05 -0.00040634136661378491 0.00015062179734892978 -0.00089987220243717783 0.00052596111223752627 -9.1906350846457949e-05 0.00052761935060129193 0.0027114728902943616 -0.00038049720586625784 -0.00020206190465356174 0.00077188603461040032 1.6662309832531556e-05 0.00147456136268928 0.00082203479759444136 -0.00028266682427182792 0.00024749765155387309 0.0020413746202113821 -0.0002814034341724622 0.00029774975425661163 0.0026326086102926639 0.00022110166939131736 9.704343516936483e-05 0.0030905210897768046 0.00084878432848299417 7.9747137311079845e-05 -0.0004213440064928175 -0.00018368991802242632 7.3259777209885599e-05 0.00072092886312809387
leaf_weight=42585 16206 8913 10413 2107 2625 9114 886 1052 485 69 826 3072 53 310 38889 14011 24471 13780 3821 15042 1097 12975 2510 4375 265 1064 4521 202 41 4386 9623 372 834 115 95 2504 8723 26 422 934 32 73 999 58 73 9939 442 2802 857 542
leaf_count=42585 16206 8913 10413 2107 2625 9114 886 1052 485 69 826 3072 53 310 38889 14011 24471 13780 3821 15042 1097 12975 2510 4375 265 1064 4521 202 41 4386 9623 372 834 115 95 2504 8723 26 422 934 32 73 999 58 73 9939 442 2802 857 542
internal_value=0 3.18351e-05 1.708e-05 -5.08838e-07 0.000128896 -5.02723e-05 1.52483e-05 -0.000165169 -0.000344865 0.000120533 -0.000631846 4.49481e-05 0.000234513 0.000355043 -3.35484e-05 4.46274e-06 3.33049e-05 8.74912e-05 -0.000173727 -4.75232e-05 5.86876e-06 -9.11025e-05 2.97674e-05 -8.69609e-05 9.06259e-05 0.000112094 -0.000204157 0.000190059 0.000896088 -0.000201293 -0.000142703 0.000101149 2.12922e-05 0.000372586 -0.000355003 -1.90167e-07 0.000160324 -0.000196017 0.000212217 0.000316163 0.000529653 0.000470519 0.000280152 0.00126153 0.00184131 -1.39149e-05 8.36544e-05 -0.000114686 -1.45613e-05 0.000324179
internal_weight=0 171211 153575 132701 20874 108420 10461 3855 2560 6606 1712 67468 848 795 95485 52900 64396 29986 12935 65233 29316 35917 28219 11671 4640 16548 7031 1295 243 16237 11756 6537 5051 1486 4481 19680 17636 9649 2426 2004 1170 1138 1371 204 131 34410 15484 6705 4201 1399
internal_count=279631 171211 153575 132701 20874 108420 10461 3855 2560 6606 1712 67468 848 795 95485 52900 64396 29986 12935 65233 29316 35917 28219 11671 4640 16548 7031 1295 243 16237 11756 6537 5051 1486 4481 19680 17636 9649 2426 2004 1170 1138 1371 204 131 34410 15484 6705 4201 1399
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 5 5 8 8 5 6 1 3 7 2 9 12 5 4 8 5 14 6 4 8 4 2 6 0 9 5 8 13 1 2 6 6 13 13 10 1 9 2 10 2 4 10 0 2 7
split_gain=0.17711 0.178495 0.252089 0.120461 0.208519 0.116245 0.0997733 0.0826754 0.0753796 0.0643721 0.0542735 0.0560905 0.054504 0.0525102 0.0491394 0.0928648 0.0484433 0.0483763 0.046267 0.0440514 0.0835726 0.0433856 0.0384924 0.0378333 0.0373145 0.0372839 0.0387545 0.0466888 0.0406821 0.0435259 0.0365451 0.0767728 0.0353844 0.0373865 0.0345079 0.039649 0.0344302 0.0342746 0.0342683 0.0335555 0.0334298 0.0333582 0.0441104 0.0416922 0.0370848 0.0333158 0.0331975 0.041766 0.03238 0.0354306
threshold=1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 4197.4883033117148 39.500000000000007 9.5000000000000018 1.5000000000000002 1.5000000000000002 4.5000000000000009 8.5000000000000018 4.5000000000000009 1.5000000000000002 1.5000000000000002 0.26393188854489169 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1033.4556649327824 2.5000000000000004 12.500000000000002 7.5000000000000009 0.10620300751879701 3438.6371619929478 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.35388994307400384 0.61651583710407254 0.57359307359307377 2648.2431066574563 2.5000000000000004 3.5000000000000004 0.65450928381962881 2.5000000000000004 6.5000000000000009 0.77598566308243744 465.25684438145873 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 48 8 38 9 -3 10 12 41 -8 14 15 36 21 24 46 20 32 -13 -11 -20 -7 -10 27 -27 29 -28 -9 40 -16 -34 35 -19 37 -5 45 -31 -32 42 43 44 -12 -4 -6 -48 49 -1
right_child=-2 2 6 13 18 17 7 30 25 22 11 16 -14 -15 19 -17 -18 34 23 -21 -22 -23 -24 -25 -26 26 28 -29 -30 39 31 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=8.9051475877522157e-06 -0.00040535372506707692 0.00021317925011964578 -0.00018532503160488824 0.0006895898169993113 9.2444012579465801e-05 0.00045614846806853399 0.00017488427906692144 -0.00021858089133129893 2.092489593804761e-05 0.00090039314430767495 0.00019209491211806887 -0.00089415693725860721 0.001849841644597829 -0.0020384749885552617 -0.00020242002003366825 0.0038625897684444986 -0.0015514030566368543 0.00089253511506170937 0.00014110196851781651 -0.00015066129480249103 9.5136115321186674e-06 0.0021329434990184381 0.00023162254427827697 0.00084879203505706805 0.00018801887831487694 0.00029746411377480517 0.00097683002062488953 8.6050290571890975e-05 -0.0011892744854872274 5.8803357941347285e-06 0.0026249464246399339 -0.00029646685098255564 -7.7396368576334142e-05 -0.0011667335807044456 -8.9893290423788132e-06 -0.00063108887558843457 0.001372281033863229 -0.0010225381591896477 2.0306021854750757e-06 -0.00057079518845028546 0.00078920650942769326 0.00017919195174998895 0.00099808621897853997 8.5879607816198948e-06 -0.000511288180470237 -2.1966788333145781e-05 -0.00020348564166288341 2.7987380520565132e-05 -0.00012704176250763547 -9.7489411876470512e-05
leaf_weight=18045 2669 8741 13563 60 17641 1454 5524 3098 30071 388 235 29 49 34 7698 21 109 595 16815 15410 27088 20 483 191 12060 4000 106 7523 76 2322 31 220 26422 79 175 46 55 57 4877 283 124 1606 89 1983 925 4054 2339 11681 14651 13816
leaf_count=18045 2669 8741 13563 60 17641 1454 5524 3098 30071 388 235 29 49 34 7698 21 109 595 16815 15410 27088 20 483 191 12060 4000 106 7523 76 2322 31 220 26422 79 175 46 55 57 4877 283 124 1606 89 1983 925 4054 2339 11681 14651 13816
internal_value=0 3.90627e-06 5.53301e-05 -2.74253e-05 1.01809e-05 0.000113063 -4.87734e-05 5.15152e-05 7.89715e-05 0.000116381 8.23324e-05 -3.73363e-05 0.000189611 -7.39559e-05 -7.30872e-05 0.000723733 -0.000964396 0.000239442 8.25307e-05 -7.50923e-05 -5.60912e-05 0.000341394 0.000529536 0.00014905 0.000216868 5.25388e-05 0.000118972 0.000159439 -4.83394e-05 -1.63545e-05 -0.000162151 0.000304033 -0.000108055 -8.06437e-05 0.000613303 0.000783195 0.000340501 -0.000144524 -0.000115262 -5.67681e-05 0.00115635 -7.06023e-06 -9.961e-05 -0.000130693 -0.000368792 -0.000147733 4.68012e-05 -1.063e-05 -6.55209e-05 -3.72311e-05
internal_weight=0 276962 104859 172103 95179 67452 37407 14913 53122 11440 10569 4996 5573 76924 76890 193 158 14330 48667 76697 61287 49 871 17006 13514 44381 14310 11523 2787 2711 3473 375 34199 26501 816 641 172 117 22494 2605 155 4838 3232 3143 1160 17617 31661 14020 46512 31861
internal_count=279631 276962 104859 172103 95179 67452 37407 14913 53122 11440 10569 4996 5573 76924 76890 193 158 14330 48667 76697 61287 49 871 17006 13514 44381 14310 11523 2787 2711 3473 375 34199 26501 816 641 172 117 22494 2605 155 4838 3232 3143 1160 17617 31661 14020 46512 31861
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=51
num_cat=0
split_feature=4 5 8 8 5 8 13 2 5 1 5 6 1 7 7 4 8 4 8 0 8 9 10 9 5 4 0 7 14 2 5 9 12 0 2 2 0 6 4 9 0 13 13 10 0 2 4 14 7 5
split_gain=0.164523 0.143671 0.150758 0.101484 0.186714 0.0838672 0.0818989 0.0814757 0.073163 0.0727423 0.0648238 0.0638084 0.0619219 0.0587043 0.0568073 0.0567841 0.0571151 0.0562744 0.0555128 0.0509795 0.0503321 0.0457567 0.050651 0.057527 0.0445908 0.0432098 0.0419377 0.0394121 0.0393857 0.0390043 0.0384074 0.0382251 0.0377261 0.0373631 0.0372711 0.03692 0.0356611 0.0355771 0.034931 0.0347219 0.0338249 0.0336407 0.0332466 0.0325488 0.0324241 0.0319421 0.0310096 0.0426062 0.0329257 0.0309133
threshold=2.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.41763565891472876 3.5000000000000004 7.5000000000000009 1901.8677697110745 8.5000000000000018 2.5000000000000004 2299.1146759378844 1.5000000000000002 9.5000000000000018 7.5000000000000009 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 1173.0767376433671 3.5000000000000004 2.5000000000000004 0.53950103950103967 1.5000000000000002 12.500000000000002 8.5000000000000018 473.58088045802202 2.5000000000000004 0.22361111111111112 4.5000000000000009 9.5000000000000018 2.5000000000000004 6.5000000000000009 601.97753276123206 1.5000000000000002 2.5000000000000004 662.67492417065887 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1433.692583700579 0.053342816500711245 0.10762548262548265 0.38585607940446659 1135.086528240877 2.5000000000000004 10.500000000000002 0.35067567567567576 1.0000000180025095e-35 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 7 4 12 -6 9 8 11 19 20 15 17 44 32 16 -3 27 24 26 -4 22 -18 40 -12 -14 -1 42 -17 -22 34 43 -5 -13 -8 -25 -11 -15 -28 -36 -24 -38 -2 -29 -9 -35 -7 48 -48 -10
right_child=1 2 10 14 5 46 30 13 49 36 18 33 25 37 -16 28 21 -19 -20 -21 29 -23 23 35 -26 -27 38 31 -30 -31 -32 -33 -34 45 39 -37 41 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-0.00025420614639741983 -7.7237470782061954e-05 0.00043368971374221156 4.9174357587366456e-05 -7.5953724865339447e-05 0.00017754615460454883 3.9178904269686979e-05 0.0011925568580409163 -0.00019231411823458696 0.00058631179711438768 -1.1066220142620684e-05 0.00026435661486951098 0.00119331445680776 -0.000226159363580195 -5.0949123017311903e-05 -0.0021602758148219436 0.00026620913090168559 -3.378901194594003e-05 0.00030208225258879522 -0.00018974103372253014 0.0018254249990123381 -0.00010861105297385566 0.0003451598876515684 8.697883750048531e-05 0.0005775717121098621 0.00097086526299221525 8.185016439742777e-05 -0.00047424409096382406 -0.00051156200749621222 0.00067180181730161774 0.00056344368793526719 0.00059068117642804721 0.00014099472235862758 -0.00043879013506932583 0.00017446872772192731 -8.8515001708809217e-05 0.00020357570156637932 -0.00018837858473987317 0.00036283979991523447 -7.3897539215237091e-05 4.6487447959910923e-05 0.001463007049686793 -0.00058322845783858864 1.5720479940916657e-06 -0.00015379062159627587 -0.0018213007103411423 -0.00019599328864610324 0.0014322292966729342 0.0016364287596148002 -6.9434578604572882e-06 0.0018918070260648774
leaf_weight=4330 16967 2107 12069 29889 17544 35029 64 2092 820 564 2026 60 6025 1030 33 1332 3891 1356 625 34 11572 2636 5916 1232 251 1404 559 887 1087 220 268 756 734 886 8875 1421 807 1048 21529 10279 45 1627 63340 2244 31 1695 48 68 231 48
leaf_count=4330 16967 2107 12069 29889 17544 35029 64 2092 820 564 2026 60 6025 1030 33 1332 3891 1356 625 34 11572 2636 5916 1232 251 1404 559 887 1087 220 268 756 734 886 8875 1421 807 1048 21529 10279 45 1627 63340 2244 31 1695 48 68 231 48
internal_value=0 1.76639e-05 8.8919e-05 -4.18627e-06 1.31902e-05 8.81649e-05 -8.32713e-05 0.000171414 0.000208138 -0.000135887 4.53168e-06 0.000190614 -2.94825e-05 -3.11838e-05 -8.68848e-05 0.000221602 0.000189785 -1.74583e-05 0.000227666 -0.000109432 -2.26061e-05 0.000155843 0.000115936 0.000183568 0.000342237 -0.000167949 -0.000111922 -2.26047e-05 0.000448466 -9.60727e-05 -3.75141e-06 -0.000178099 -8.46505e-05 -4.01478e-05 -1.20409e-05 0.000377252 -0.000369305 0.000157737 -8.40295e-05 -1.60659e-05 9.73666e-05 -0.000452315 -1.50786e-05 -0.000255146 -0.000216101 -6.88219e-05 4.38381e-05 0.000514179 0.000240656 0.000658505
internal_weight=0 230695 54140 176555 145899 52920 48936 27377 23176 29450 26763 22308 92979 4201 30656 19667 17248 85550 2902 26452 23861 15141 12505 8614 2277 7429 26418 84194 2419 11792 19486 3887 30623 2641 19218 2653 2998 2078 22088 19154 5961 2434 80307 3131 2123 2581 35376 347 279 868
internal_count=279631 230695 54140 176555 145899 52920 48936 27377 23176 29450 26763 22308 92979 4201 30656 19667 17248 85550 2902 26452 23861 15141 12505 8614 2277 7429 26418 84194 2419 11792 19486 3887 30623 2641 19218 2653 2998 2078 22088 19154 5961 2434 80307 3131 2123 2581 35376 347 279 868
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=51
num_cat=0
split_feature=11 4 12 12 0 4 3 2 9 10 10 0 10 9 1 4 1 14 9 10 9 0 7 3 2 9 6 6 10 10 3 4 3 10 9 10 10 2 13 4 10 7 10 2 2 14 1 6 8 12
split_gain=0.159782 0.154111 0.165144 0.103819 0.0890661 0.0887318 0.0669928 0.0789443 0.0901885 0.122361 0.10091 0.0873712 0.0656237 0.095024 0.109012 0.068605 0.0666276 0.0589503 0.0588943 0.105884 0.0668549 0.0644389 0.0584839 0.059911 0.0554597 0.123199 0.102363 0.079656 0.0631875 0.0594714 0.0573501 0.0509189 0.0508862 0.0506426 0.0719227 0.0473508 0.0455709 0.0447529 0.0447031 0.0442604 0.0523895 0.0436971 0.0431581 0.0489828 0.0427937 0.0427092 0.0422473 0.0514369 0.0403436 0.0402196
threshold=1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 4.5000000000000009 1364.7041533538422 1.5000000000000002 10.500000000000002 2.5000000000000004 2.5000000000000004 0.35388994307400384 0.35805860805860812 539.63895718885544 0.13100686498855837 3.5000000000000004 3007.5741317529969 8.5000000000000018 2969.5094685919271 0.39736842105263165 2.5000000000000004 0.39339826839826847 1.5000000000000002 1187.5997340955021 1.0000000180025095e-35 13.500000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.52440476190476204 0.57979626485568769 22.500000000000004 7.5000000000000009 44.500000000000007 0.53033088235294124 1.5000000000000002 0.039230769230769243 0.63245614035087727 2.5000000000000004 0.42705167173252284 12.500000000000002 0.48074074074074075 2.5000000000000004 0.71240601503759404 2.5000000000000004 2.5000000000000004 0.072299651567944254 2019.0226500378151 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 5 12 -1 17 22 9 -9 -10 -12 13 14 35 24 -17 -7 19 44 -21 -22 23 -8 25 27 28 33 -26 30 -27 -15 -28 48 -35 -4 41 -29 -24 -18 -41 -20 -19 -44 -3 -32 -11 -48 -14 -42
right_child=-2 2 4 -5 -6 6 7 8 10 46 11 -13 15 31 -16 16 39 42 36 20 21 -23 38 -25 26 29 32 37 -30 -31 45 -33 -34 34 -36 -37 -38 -39 -40 40 49 -43 43 -45 -46 -47 47 -49 -50 -51
leaf_value=-0.00015804178036728646 -0.00038501502681587081 8.0122510057152564e-05 3.0483807288689151e-05 -0.00018767612920172886 0.00036464795255488074 1.8417646994897375e-05 5.8148006633492312e-05 -0.00025913705347669648 0.00011727150587628613 4.2419275909092673e-05 -0.00044749986854785779 3.6200628722163415e-05 7.3002864839070031e-05 4.1812368343747422e-05 -0.00049030377131308424 0.00036155915721146039 7.4230413350803813e-06 -2.4516928374672833e-05 0.00026745091711527887 0.00010810199017890148 0.00028831045170599537 0.0013663468097252968 -3.7115567725060634e-05 0.00022390650367340448 -0.00017452428132872004 0.00016988090607950734 9.1666875859064813e-05 -9.4149999690618781e-06 -0.00064027538486270187 -0.00011478003509740947 -4.4911691617689772e-05 0.00048833879957499383 0.0022732473320232842 5.9037897057772321e-07 0.00018096805685426817 -0.0001689936339602177 -0.00028396941157154742 -0.00021944602030517354 8.1210732289249506e-05 -9.565109011497311e-05 0.001229097415131962 0.00065522542301704018 -0.00012962737751666821 -0.00063214940511665629 -0.00018868123800352523 0.00058599329492262054 8.0759637728894477e-05 -0.00038635200297896746 -0.00015747828566474174 -0.0005481313429521145
leaf_weight=10453 2669 2726 5253 9500 1762 17991 16997 8254 12228 9107 1677 2106 2966 2340 1895 2829 4397 12988 4483 11641 5821 142 19990 8025 3098 5088 2672 4494 952 1251 319 878 27 14447 8950 6860 320 5822 13288 197 228 867 18468 498 3241 1686 1008 1419 5276 37
leaf_count=10453 2669 2726 5253 9500 1762 17991 16997 8254 12228 9107 1677 2106 2966 2340 1895 2829 4397 12988 4483 11641 5821 142 19990 8025 3098 5088 2672 4494 952 1251 319 878 27 14447 8950 6860 320 5822 13288 197 228 867 18468 498 3241 1686 1008 1419 5276 37
internal_value=0 3.71027e-06 4.86492e-05 -2.72447e-05 1.29219e-05 -1.73798e-05 -7.17225e-06 1.76699e-05 -4.07736e-05 -0.000112161 4.74535e-05 -0.000178223 5.3606e-06 -8.13705e-05 -0.000137656 2.84394e-05 0.000168652 -5.39762e-05 0.000150945 0.000116142 0.00017784 0.000313982 5.35571e-05 0.00011131 9.54379e-06 2.76022e-05 -0.000125042 -7.29499e-06 -0.000284005 0.000203071 0.00025913 0.000163643 0.000113491 3.20448e-05 6.95898e-05 -8.2487e-05 0.000295625 -0.000127949 1.01325e-05 5.63386e-05 0.000521883 0.000330292 -9.4736e-05 -0.000142822 -6.58793e-05 0.000485615 -6.9807e-06 -0.000192348 -7.45364e-05 0.000980956
internal_weight=0 276962 112965 163997 83724 154497 144044 94099 35799 19788 16011 3783 81962 17226 14008 64736 7688 49945 29241 23571 17604 5963 58300 25022 57048 50299 6749 41955 4050 8344 7093 3218 2699 31639 23397 12113 5670 10316 33278 4859 462 5350 31954 18966 5967 2005 11534 2427 8242 265
internal_count=279631 276962 112965 163997 83724 154497 144044 94099 35799 19788 16011 3783 81962 17226 14008 64736 7688 49945 29241 23571 17604 5963 58300 25022 57048 50299 6749 41955 4050 8344 7093 3218 2699 31639 23397 12113 5670 10316 33278 4859 462 5350 31954 18966 5967 2005 11534 2427 8242 265
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 5 8 8 5 7 5 7 13 4 12 4 4 0 3 10 2 6 5 0 2 10 1 4 0 10 14 7 5 8 5 0 6 7 7 0 8 4 4 14 0 6 13 0 4 2
split_gain=0.144204 0.148421 0.220744 0.107294 0.181226 0.0803833 0.106291 0.0849672 0.070793 0.0469617 0.0456451 0.0415769 0.0395063 0.039103 0.0370946 0.0394414 0.0358212 0.0351197 0.0346618 0.03655 0.0371512 0.0344039 0.0399847 0.0363503 0.0310939 0.0390695 0.0308685 0.0366192 0.0324118 0.0304763 0.0303523 0.0300476 0.0298263 0.0474788 0.0317652 0.0305273 0.0292759 0.0432292 0.0338431 0.0285489 0.0283448 0.0281606 0.0280124 0.0456438 0.042108 0.0272127 0.0271626 0.0270042 0.0270004 0.026819
threshold=1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 5.5000000000000009 2.5000000000000004 4.5000000000000009 1.5000000000000002 11.500000000000002 9.5000000000000018 0.24695121951219515 10.500000000000002 2.5000000000000004 6.5000000000000009 3.5000000000000004 891.78880821500877 11.500000000000002 0.74133811230585434 2.5000000000000004 3.5000000000000004 10.500000000000002 1078.5099592134823 1.5000000000000002 0.87138130686517801 1828.8036808517843 5.5000000000000009 1264.1367493995072 0.31643132220795894 0.032795698924731186 3.5000000000000004 15.500000000000002 10.500000000000002 12.500000000000002 903.47680643148226 3.5000000000000004 2.5000000000000004 5.5000000000000009 1433.692583700579 3.5000000000000004 8.5000000000000018 7.5000000000000009 0.21807065217391305 1159.2799263297591 3.5000000000000004 0.12060606060606062 911.950011882387 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 26 7 12 -4 17 24 29 48 -7 18 15 31 -16 -3 19 -6 -21 22 -14 -24 25 -5 27 28 -1 30 -10 -9 33 34 41 -36 37 -31 -38 -2 -17 -8 43 -37 -45 -43 -26 -29 -11 -20
right_child=39 2 5 9 13 6 32 14 10 11 -12 -13 21 -15 16 40 -18 -19 49 20 -22 -23 23 -25 46 -27 -28 47 -30 36 -32 -33 -34 -35 35 42 38 -39 -40 -41 -42 45 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-5.4192070772134435e-05 -0.00039013681607599364 8.5833331358685448e-05 3.3392580188320227e-05 0.0022011088596854966 0.00010266974253630682 0.0001107076281403469 -0.0002246135496315054 -5.1533189433360846e-05 -0.0011587880386246575 -0.00030863863903587123 0.0015795557662267642 -0.0018926593225093232 0.00035837105736947252 0.00079190496090770319 -0.00031839563212620768 0.00029855264407798024 -0.00010947648071658638 0.0002093441377490076 0.00012245088199508054 -2.1974824630210498e-05 -0.00052620497295902645 2.60768568824217e-05 0.00073282249981275526 0.0023555765167905273 -0.00010850736388324509 0.00026068377808198664 -0.00015376556088789523 0.00011917249112414625 -0.0019317549401539906 0.00031692018510704763 0.00015463118661603029 -0.00037799173480465435 0.00067181560506079615 -0.0013847501344571357 0.0015707389058661648 0.0011484935588992409 0.00010942265624969395 0.00072006480530207738 -0.0014687306342042379 0.00073142028870342053 -8.3786162830610351e-05 0.0005816967545693453 0.0015791527432156727 -0.0018414058499632681 0.00029848291334928946 -0.0008176845005003824 -3.16883825377988e-05 0.0014980887623904792 -0.00011640588180882471 -4.5797645938471855e-05
leaf_weight=36467 2611 22481 29007 32 7811 4212 2438 13077 45 2111 69 34 2870 191 2611 1364 9579 7736 27586 10109 379 737 160 44 15384 137 7401 2585 23 3029 1954 745 112 77 48 45 415 852 37 58 752 201 28 47 45 42 45665 36 13561 2591
leaf_count=36467 2611 22481 29007 32 7811 4212 2438 13077 45 2111 69 34 2870 191 2611 1364 9579 7736 27586 10109 379 737 160 44 15384 137 7401 2585 23 3029 1954 745 112 77 48 45 415 852 37 58 752 201 28 47 45 42 45665 36 13561 2591
internal_value=0 3.52476e-06 5.04167e-05 -2.50456e-05 1.04458e-05 -2.7251e-06 0.000120359 -2.66504e-05 0.000149451 -6.89596e-05 0.000300501 -0.000146089 0.000216246 7.78947e-05 -8.85698e-05 -3.83539e-05 -0.000154225 0.000117454 7.50814e-05 2.07868e-05 -4.0196e-05 0.000332889 0.000406448 0.00108283 -4.91715e-05 0.000628102 -6.01281e-05 -4.24091e-05 -5.53755e-05 0.000286563 0.000125064 -6.91292e-05 -0.00012917 -0.000159366 -0.000126762 0.000460937 0.000361069 0.000405423 -1.97625e-05 -0.000365764 0.000162674 -0.000173454 0.000138086 -0.000156439 -0.000794721 0.000339828 -5.10463e-05 0.000138112 -0.000142299 0.000108005
internal_weight=0 276962 104859 172103 95179 68241 11106 57135 36618 76924 6401 15706 8023 48667 28128 15938 12190 30217 48476 18299 10488 3811 3074 204 61218 169 46512 39111 36490 6332 1999 13822 3083 2971 2894 213 4333 3881 452 2669 2116 2681 165 137 92 243 61049 2621 15672 30177
internal_count=279631 276962 104859 172103 95179 68241 11106 57135 36618 76924 6401 15706 8023 48667 28128 15938 12190 30217 48476 18299 10488 3811 3074 204 61218 169 46512 39111 36490 6332 1999 13822 3083 2971 2894 213 4333 3881 452 2669 2116 2681 165 137 92 243 61049 2621 15672 30177
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=51
num_cat=0
split_feature=4 5 8 2 9 10 9 12 4 7 2 5 6 11 13 9 10 10 2 6 0 4 10 9 1 10 7 6 9 0 6 13 7 7 10 10 3 0 4 4 4 7 9 2 10 5 8 12 2 10
split_gain=0.135882 0.121951 0.12265 0.0977005 0.0906268 0.100749 0.075115 0.0749956 0.0732171 0.0670762 0.0630833 0.0722954 0.0664312 0.0602947 0.0529286 0.0528847 0.198457 0.122791 0.0689003 0.14416 0.0812466 0.0789665 0.0733143 0.0671213 0.0663829 0.0911781 0.0610328 0.0529838 0.0524348 0.0504514 0.0490547 0.0504237 0.0490322 0.0469673 0.054193 0.046806 0.0428363 0.0425465 0.0425013 0.0413341 0.0408551 0.0401851 0.0393867 0.0827036 0.0758895 0.038897 0.0510858 0.0401986 0.0382436 0.0380768
threshold=2.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.22792207792207794 2.5000000000000004 1.5000000000000002 6.5000000000000009 1.5000000000000002 3.5000000000000004 7.5000000000000009 2.5000000000000004 0.24404761904761907 0.40270270270270275 2.5000000000000004 0.65058139534883741 0.39339826839826847 3.5000000000000004 1.5000000000000002 750.05186893448547 6.5000000000000009 0.084523809523809543 3.5000000000000004 1285.6662227182744 0.04819976771196284 3.5000000000000004 2.5000000000000004 2.5000000000000004 815.90331358780702 1.0000000180025095e-35 0.21132376395534294 1.0000000180025095e-35 2.5000000000000004 0.94201680672268917 0.44590643274853808 29.500000000000004 911.950011882387 7.5000000000000009 11.500000000000002 12.500000000000002 6.5000000000000009 1.5000000000000002 2.5000000000000004 0.76253132832080206 9.5000000000000018 6.5000000000000009 5.5000000000000009 2.5000000000000004 0.082207207207207214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 10 4 33 6 -6 -1 14 48 11 12 28 15 -7 17 18 24 21 32 27 -17 23 -22 49 -26 30 -21 35 38 36 39 -20 34 -2 -3 -23 -30 -19 -32 -31 -12 -37 -44 -45 47 -47 -4 -9 -5
right_child=1 2 45 13 5 8 -8 9 -10 -11 41 -13 -14 -15 -16 16 -18 29 19 20 22 26 -24 -25 25 -27 -28 -29 37 40 31 -33 -34 -35 -36 42 -38 -39 -40 -41 -42 -43 43 44 -46 46 -48 -49 -50 -51
leaf_value=-1.0893860257755275e-05 -1.5728024871471249e-05 7.8049900111608957e-06 -1.8174272190492113e-05 -0.00054747481004945617 -6.19753228226276e-05 6.1153218717797876e-05 0.00014169646815602888 -5.7318441183271728e-05 0.00039135208463791167 -0.00030231684635538368 -3.2401883495834438e-05 0.00056004798219324561 -6.2747960064521739e-05 -0.00089164235389983771 0.00020087711378986292 4.1108891406526982e-05 -0.0005104408943664904 1.531645045773357e-05 -0.00035403761429335595 9.6061805367193427e-05 -0.0011896263145502997 0.00046016810535546258 6.3787176334628734e-05 -1.1891199062153681e-05 1.2260577580898761e-05 -0.00026057440596454173 0.0010239107500362768 0.00046236425716897946 0.00026976529795202844 -0.00016242857927796587 -0.00011082173440066584 0.00036192921871500204 -9.9190156654026316e-05 -0.00016654673452968702 0.00013419688997960355 0.00017005784013533794 0.0026395192369818689 0.00072789329394336441 0.00034127464000211004 0.0021233444842177311 0.00066111737940621924 0.001043706205922043 0.0007739379364436862 -5.7333872833535837e-05 0.00063493843411087641 0.00050203008015829232 -6.912592799762422e-05 -0.00034440380339612715 -0.00021586045290416004 0.00020588945756884686
leaf_weight=23354 50090 2563 9711 188 15622 18023 6374 15719 2587 4845 3439 1490 2141 207 10863 18723 1774 19885 2938 2218 275 1146 1095 216 3956 13553 261 1779 1165 5299 1460 1152 5278 4439 6852 4844 23 897 1053 21 155 89 983 1074 627 784 782 1046 5018 1555
leaf_count=23354 50090 2563 9711 188 15622 18023 6374 15719 2587 4845 3439 1490 2141 207 10863 18723 1774 19885 2938 2218 275 1146 1095 216 3956 13553 261 1779 1165 5299 1460 1152 5278 4439 6852 4844 23 897 1053 21 155 89 983 1074 627 784 782 1046 5018 1555
internal_value=0 1.60529e-05 0.000107244 1.56063e-06 3.15552e-05 7.91433e-05 -2.95532e-06 -7.56767e-05 0.000136521 -0.000134818 0.000185888 0.000228611 0.000194062 -3.93475e-05 0.000113698 -3.72473e-05 6.02855e-06 -7.36161e-05 3.10721e-05 -5.71017e-05 0.000138947 8.44693e-05 -0.000163852 -0.000671519 -0.000169636 -0.00019893 0.000284281 0.000259097 0.000239305 -3.57328e-06 0.000233507 0.000113837 -0.000190322 -9.89884e-06 2.31289e-06 0.000192357 0.000503047 0.000469058 3.17093e-05 -7.91421e-05 -0.000139024 -5.25517e-06 0.00025519 0.000408834 0.000197842 -1.60027e-05 0.000216817 -4.98965e-05 -9.56829e-05 0.000124632
internal_weight=0 230695 31635 199060 114850 53469 21996 48936 31473 25582 19312 15784 14294 84210 28886 84003 38359 45644 36585 13799 5583 22786 1586 491 19252 17509 4063 3997 12153 26392 3802 2633 8216 61381 56942 10091 1169 2062 20938 1481 5454 3528 7528 2684 1701 12323 1566 10757 20737 1743
internal_count=279631 230695 31635 199060 114850 53469 21996 48936 31473 25582 19312 15784 14294 84210 28886 84003 38359 45644 36585 13799 5583 22786 1586 491 19252 17509 4063 3997 12153 26392 3802 2633 8216 61381 56942 10091 1169 2062 20938 1481 5454 3528 7528 2684 1701 12323 1566 10757 20737 1743
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=51
num_cat=0
split_feature=4 12 2 9 10 5 11 9 10 10 1 10 13 4 7 3 6 2 0 5 9 5 6 0 2 3 10 14 8 5 10 13 6 8 5 9 6 10 10 6 3 10 10 7 1 0 0 10 10 0
split_gain=0.127819 0.123763 0.108339 0.117279 0.171927 0.149384 0.0906198 0.0766022 0.175057 0.14738 0.0982648 0.0800129 0.0764976 0.071881 0.0694922 0.0681313 0.0695777 0.114516 0.0767246 0.067626 0.0663667 0.0640678 0.0632775 0.145384 0.0824918 0.0762658 0.0978305 0.0625747 0.0661577 0.0650555 0.0618039 0.0604251 0.0595766 0.056631 0.0576698 0.0543859 0.0533784 0.0531033 0.0528248 0.0509145 0.0510541 0.0504282 0.0502002 0.0496798 0.0488815 0.0486475 0.0469096 0.0459622 0.0452588 0.0431493
threshold=6.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.18274582560296851 2.5000000000000004 0.11882352941176472 2.5000000000000004 0.57979626485568769 0.44590643274853808 1302.6062074709064 1.0000000180025095e-35 0.42206477732793529 9.5000000000000018 1.0000000180025095e-35 10.500000000000002 3.5000000000000004 3.5000000000000004 650.00108876836543 8.5000000000000018 2.5000000000000004 12.500000000000002 1.5000000000000002 587.99658264167203 3.5000000000000004 11.500000000000002 0.21913109756097562 0.46247654784240161 5.5000000000000009 9.5000000000000018 0.71240601503759404 0.077677224736048281 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 3.5000000000000004 3.5000000000000004 0.087595907928388769 0.15470085470085473 1.5000000000000002 13.500000000000002 0.92724867724867732 0.43050193050193059 1.0000000180025095e-35 2969.5094685919271 488.71890150328699 522.62098448938548 0.17445652173913045 0.73431372549019625 498.23485570905876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 20 31 7 9 22 10 37 39 32 21 41 30 27 18 -18 42 43 -3 24 36 25 26 -9 28 -17 -29 -11 -6 -7 34 38 45 -24 -4 -13 40 -12 -1 -14 -5 -15 -26 -10 -37 -48 -40
right_child=1 13 6 4 5 12 -8 8 46 15 11 33 19 44 -16 16 17 -19 -20 -21 -22 -23 23 -25 35 -27 -28 29 -30 -31 -32 -33 -34 -35 -36 47 -38 -39 49 -41 -42 -43 -44 -45 -46 -47 48 -49 -50 -51
leaf_value=-1.0916788350040749e-05 0.00020205809074706584 -2.7240679354488388e-05 -0.00054682818167641519 -1.6584972315818164e-05 -7.4692760131994196e-05 0.00030321578678764905 -0.00086970321970315356 -2.165583164860344e-05 -0.00072013096539324454 -3.7954529817003647e-05 -0.00024630432471846645 -0.00039206328032677991 0.00016399443534947702 0.00052746282908566994 -7.352758070636032e-05 -4.8440805308372474e-06 0.00035728952271436062 0.001383911759657334 -0.00051747141873513774 0.0020497312819417047 8.8182713451266344e-05 0.0017471046717557827 0.0003162692493348042 -4.2386153820808281e-07 0.00023542606428621511 8.5778011093802896e-05 -0.00065911349792723321 0.00014299187808638133 -0.00074760981754961372 0.0012073660843932787 -0.00060053141914979979 9.7267831308033874e-05 2.5711326864675095e-05 -0.0005947262616104468 0.00039050843877719212 -0.00018213724631253544 0.00087480293575408733 0.0001585946070388799 2.2352311424448209e-05 -0.0003002565157136732 0.0002417861193174319 0.00012643315596236237 0.0005122762240380457 -0.00017484123873709009 0.00011606758897560822 -0.00016287137017043487 -0.00012274977078160712 -0.00060769022778125634 -0.00063272690649406244 -0.00024770875221393184
leaf_weight=31449 14096 20738 298 11239 6456 3985 343 2368 728 1060 754 5244 1522 881 42619 14772 301 98 1499 63 7462 51 2961 6871 1096 15185 807 6136 306 147 905 24477 3758 1298 343 1730 500 2547 1854 1139 1851 8486 3231 8875 4002 2551 1641 1002 592 7314
leaf_count=31449 14096 20738 298 11239 6456 3985 343 2368 728 1060 754 5244 1522 881 42619 14772 301 98 1499 63 7462 51 2961 6871 1096 15185 807 6136 306 147 905 24477 3758 1298 343 1730 500 2547 1854 1139 1851 8486 3231 8875 4002 2551 1641 1002 592 7314
internal_value=0 8.30214e-05 -1.37645e-05 1.14129e-05 5.84982e-05 0.000120423 -5.86132e-05 -5.53744e-05 -2.40343e-06 -9.74626e-05 -0.000190066 -0.000229552 0.000265852 1.76606e-05 -2.91213e-05 -1.43387e-05 9.54613e-06 -0.00028057 -0.000371192 0.000422321 -3.91679e-05 -2.28878e-05 2.87661e-05 0.000132691 -1.46371e-05 3.91805e-05 -0.000183681 3.5324e-05 -1.99181e-05 0.000167894 -0.000297055 6.13781e-05 0.000168531 -0.000278097 -0.000250243 -0.000169535 0.000396959 8.4705e-05 -0.000265493 -2.14101e-05 0.000100512 1.82694e-05 0.00040075 -8.64132e-05 0.000190292 -4.31746e-05 -0.000371585 -0.000338215 -0.000257952 -0.000193096
internal_weight=0 39768 239863 153622 71068 43492 86241 85898 38032 47866 22642 19797 12559 25672 82554 25224 23259 1898 1800 4816 27576 20789 35071 10332 24739 18360 3175 21361 15078 6283 1965 30933 7743 16053 14755 6379 3461 2845 14412 3744 2605 39935 4753 20114 4883 3647 2961 2732 2233 9168
internal_count=279631 39768 239863 153622 71068 43492 86241 85898 38032 47866 22642 19797 12559 25672 82554 25224 23259 1898 1800 4816 27576 20789 35071 10332 24739 18360 3175 21361 15078 6283 1965 30933 7743 16053 14755 6379 3461 2845 14412 3744 2605 39935 4753 20114 4883 3647 2961 2732 2233 9168
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 5 8 8 8 5 5 7 5 4 2 8 7 2 3 13 7 1 4 1 14 6 13 13 5 8 1 5 4 4 9 2 1 4 0 2 4 1 12 12 10 9 4 10 10 3
split_gain=0.123259 0.127128 0.169577 0.107914 0.183194 0.085053 0.0726369 0.0720081 0.0630324 0.0849599 0.0575529 0.0553505 0.0436798 0.0516026 0.0426034 0.0425607 0.0412548 0.0360687 0.0337582 0.0336111 0.0345265 0.0327896 0.0326146 0.0329631 0.0319219 0.0346681 0.030808 0.0484766 0.0413454 0.029749 0.0405874 0.035409 0.0320958 0.0296656 0.029397 0.0429333 0.0289284 0.0322777 0.0291666 0.0277121 0.0276534 0.061285 0.0436804 0.0276065 0.0275396 0.0274841 0.0298062 0.0270863 0.0429528 0.0297304
threshold=1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 9.5000000000000018 16.500000000000004 1.5000000000000002 1.5000000000000002 5.5000000000000009 1.5000000000000002 2.5000000000000004 11.500000000000002 0.91833333333333345 2.5000000000000004 1925.0712920527774 6.5000000000000009 2337.1340514624867 0.65108695652173931 3.5000000000000004 0.40967365967365971 0.41277890466531447 7.5000000000000009 10.500000000000002 2936.4214567341296 10.500000000000002 11.500000000000002 4.5000000000000009 2.5000000000000004 2.5000000000000004 1828.8036808517843 5.5000000000000009 1264.1367493995072 1.5000000000000002 8.5000000000000018 3241.4713401430272 4.5000000000000009 6.5000000000000009 0.53033088235294124 2.5000000000000004 9.5000000000000018 0.94201680672268917 0.31643132220795894 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 8 6 -3 18 9 36 -4 16 13 -12 -10 26 -5 47 -6 20 -19 -16 23 -11 25 40 -15 -28 -29 31 -31 32 34 -26 35 -17 37 38 -1 -9 -8 42 -42 44 -36 46 -2 48 -7 -50
right_child=45 2 10 11 7 17 24 39 14 22 12 -13 -14 15 21 29 -18 19 -20 -21 -22 -23 -24 -25 33 -27 27 28 -30 30 -32 -33 -34 -35 43 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-5.0161784018004296e-05 -0.0003235983284154046 0.00018163947818276819 -0.00019532839941271857 -6.1484958632864763e-05 3.4671565867101129e-05 9.6310696689352833e-05 1.2930299956964167e-05 0.00078912889272032783 0.0010376301502909916 4.275968779258338e-05 -0.00051462534083392901 -0.0019079506971008545 0.0008920415401182793 8.9509057717917776e-06 -7.1904483005954753e-05 -6.3970457042357112e-05 -0.00018603960259569929 5.7244651865941132e-05 0.00017826854751038158 0.00079216637748655652 0.00039447182926563942 -0.0001938129131046662 0.00021050828293280152 -0.00025620187121916876 5.7059930405037929e-05 -0.00022112491229258976 0.0024260624358430505 7.0555068030059333e-05 0.0005503586967530946 0.00028903204347443536 -0.0020098401546420064 0.00022878089453803641 0.001084557036665501 0.0002957952226291946 0.00028451994411451476 -0.00055899286183114726 -0.00014691119631180354 0.00013037169574413226 -0.0018312532424359868 2.821310923100306e-05 0.00068302003302494639 -5.2450942465908729e-05 -0.00021164221429899045 -0.00096171579165046201 -0.00058491614025682666 -0.00086189749658028463 0.00059383731648702696 0.00030091865444787058 0.00079161364658909762 0.0018634008699508914
leaf_weight=36467 2348 14297 5998 27340 5457 212 18192 120 83 29271 489 42 135 4591 27291 812 8784 2178 16373 236 1165 6913 2842 952 3337 1451 25 1527 636 32 48 608 48 2133 554 951 7401 2621 23 41809 726 1018 168 62 109 229 92 846 515 74
leaf_count=36467 2348 14297 5998 27340 5457 212 18192 120 83 29271 489 42 135 4591 27291 812 8784 2178 16373 236 1165 6913 2842 952 3337 1451 25 1527 636 32 48 608 48 2133 554 951 7401 2621 23 41809 726 1018 168 62 109 229 92 846 515 74
internal_value=0 3.25875e-06 6.5576e-05 -1.51555e-05 8.73904e-07 0.000114533 9.04975e-05 6.87315e-05 -3.71235e-05 -1.27044e-05 -7.14987e-05 -9.38811e-05 -1.60774e-06 -1.31063e-05 -9.3798e-05 1.14106e-05 -9.1772e-05 0.000304584 0.000142373 0.000215476 0.000174765 -9.65435e-05 4.85704e-05 3.33426e-05 4.22808e-05 1.49059e-05 8.25359e-05 0.000236937 0.000211635 -0.000138142 -0.00109029 -0.000113914 -0.000196075 0.000150154 -0.000220782 -0.000330996 -5.62641e-05 -3.91108e-05 -5.12844e-05 3.03908e-05 3.19414e-05 0.000212825 0.000514896 4.72301e-05 0.000141581 -0.00033816 -0.000289006 0.00049822 0.000706605 0.000926269
internal_weight=0 276962 63173 213789 177623 46548 41322 63759 113864 79577 16625 36166 10627 10492 34287 10003 36124 5226 21830 3579 3343 34204 33065 30223 27025 21555 6779 2188 2163 3224 80 3144 2536 5470 2488 1763 46512 39111 36490 41929 20104 1912 894 725 663 2669 2440 1647 801 589
internal_count=279631 276962 63173 213789 177623 46548 41322 63759 113864 79577 16625 36166 10627 10492 34287 10003 36124 5226 21830 3579 3343 34204 33065 30223 27025 21555 6779 2188 2163 3224 80 3144 2536 5470 2488 1763 46512 39111 36490 41929 20104 1912 894 725 663 2669 2440 1647 801 589
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=51
num_cat=0
split_feature=4 5 8 2 9 10 9 1 0 4 5 8 2 5 9 10 9 2 2 6 3 11 8 5 8 14 13 7 10 10 0 1 9 9 9 4 0 4 14 10 3 14 5 6 7 0 7 10 5 8
split_gain=0.121641 0.102443 0.0987443 0.0831647 0.0750959 0.0831975 0.0716496 0.0686956 0.0947746 0.0680829 0.05762 0.0705021 0.0558224 0.0641031 0.0636579 0.0582885 0.0825123 0.0564767 0.054987 0.0542237 0.0517408 0.0488781 0.0474346 0.0472304 0.0540725 0.049718 0.0430043 0.0412989 0.0473762 0.0412549 0.0408592 0.0384384 0.0491115 0.0378608 0.0394304 0.0373116 0.0394694 0.0372129 0.0556964 0.0437096 0.0371276 0.0365583 0.0376253 0.0358519 0.0349517 0.0345019 0.0399312 0.0337395 0.033422 0.0349848
threshold=2.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.28759398496240607 2.5000000000000004 1901.8677697110745 1159.2799263297591 7.5000000000000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 8.5000000000000018 2.5000000000000004 0.71240601503759404 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 31.500000000000004 0.24404761904761907 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.36474501108647456 0.56594202898550738 2.5000000000000004 0.94201680672268917 0.17445652173913045 800.94442982758699 3049.3733999235665 3.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 468.21736023005212 9.5000000000000018 0.30495169082125612 0.26393188854489169 30.500000000000004 0.81365740740740755 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1173.0767376433671 1.5000000000000002 0.63245614035087727 8.5000000000000018 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 12 4 27 6 44 8 26 10 -7 47 13 14 15 17 -17 29 41 -20 -18 22 23 31 -25 -26 35 28 -2 -3 -19 -5 -33 34 45 -1 -37 -16 39 -39 -35 -9 -43 -13 -6 -14 -47 -12 49 -4
right_child=1 2 48 21 5 9 -8 18 -10 -11 11 43 33 -15 37 16 20 30 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 -32 32 -34 40 -36 36 -38 38 -40 -41 -42 42 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.00045900256300719536 -1.3572857669068156e-05 -0.0001084318251745296 3.3361712070964002e-05 -5.8220799886603556e-05 1.8694299127384952e-05 4.7908182992523142e-05 0.00014080983704918489 -0.00040242584687666567 0.0021215333896980157 0.00058403111573830083 0.0001944568585165419 0.00018088044903670828 0.00053275262948548039 0.00066192633965490085 0.00037951461709342596 0.000144470597956013 0.00062463021058833685 8.6250285070376995e-05 -0.0011606320583268826 0.0003922790555438616 -0.00061049753174302179 -0.00080321156057070245 -0.00016496790309680401 0.00012109569021646321 -6.1384448793702756e-05 6.4169447916553418e-05 1.6977924183519698e-05 -0.00015504718482159795 0.00012660599089859295 0.00042526401751959771 -0.00026594709582067913 -0.00063185894525887769 0.00014422770491122114 -7.2785216930655732e-05 -0.00011716863449138149 -0.00020901378720829781 -5.5712949856633504e-05 0.00075760440169168376 3.2001899174846167e-05 0.0037318245333153757 0.0013321203815619379 -0.00031102880568274798 0.00072513659303213526 -7.0231399528699999e-05 -0.00012093734567035428 -0.002449698936702176 0.00052989717906988835 0.00040433887406806881 0.00015289398928854399 -0.0001557255600933222
leaf_weight=667 50090 541 5357 33270 9609 14123 7133 3036 50 808 4153 2933 404 746 2414 6004 1465 1479 64 462 90 207 6383 8931 22279 12204 13791 4439 6852 1095 1858 636 300 88 2890 5027 25481 21 41 30 101 205 153 2758 8399 22 23 3553 2464 4502
leaf_count=667 50090 541 5357 33270 9609 14123 7133 3036 50 808 4153 2933 404 746 2414 6004 1465 1479 64 462 90 207 6383 8931 22279 12204 13791 4439 6852 1095 1858 636 300 88 2890 5027 25481 21 41 30 101 205 153 2758 8399 22 23 3553 2464 4502
internal_value=0 1.51884e-05 9.87678e-05 1.90584e-06 2.95793e-05 7.28983e-05 6.69334e-06 -7.16016e-05 -5.41201e-05 0.000131655 0.000118373 0.000192657 0.000169332 0.000209522 0.00018708 0.000141077 0.000228541 8.1313e-06 -0.000272354 0.000203332 0.000553144 -3.58367e-05 -3.39457e-05 -2.31713e-05 1.1449e-05 -1.69492e-05 -5.65393e-05 -8.15586e-06 3.29528e-06 0.000248779 -0.000109849 -6.7111e-05 -0.000383113 -1.04739e-05 -4.94433e-05 -8.90614e-05 -8.09733e-05 0.000417129 0.00140409 0.00250715 0.000677984 -0.000346075 0.000131802 5.91854e-05 -4.64304e-05 0.000386473 -0.000926794 0.000291227 -1.18175e-05 -5.29828e-05
internal_weight=0 230695 31635 199060 114850 53469 25141 48936 45016 28328 27520 13397 19312 15784 15038 12532 7559 4973 3920 526 1555 84210 84003 77620 43414 34483 44966 61381 56942 1636 3337 34206 936 3528 3339 31175 30508 2506 92 51 189 3394 358 5691 18008 449 45 7706 12323 9859
internal_count=279631 230695 31635 199060 114850 53469 25141 48936 45016 28328 27520 13397 19312 15784 15038 12532 7559 4973 3920 526 1555 84210 84003 77620 43414 34483 44966 61381 56942 1636 3337 34206 936 3528 3339 31175 30508 2506 92 51 189 3394 358 5691 18008 449 45 7706 12323 9859
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=51
num_cat=0
split_feature=4 5 8 8 5 13 5 4 9 12 10 2 9 4 0 2 9 10 6 2 10 7 1 14 14 5 1 7 7 14 10 8 5 13 1 0 5 2 8 4 5 13 1 2 10 11 0 5 0 5
split_gain=0.114438 0.110645 0.163475 0.0885486 0.141104 0.0657239 0.0574619 0.0491231 0.0659157 0.0549544 0.0750336 0.0643772 0.0866829 0.0502442 0.0455021 0.0435696 0.07713 0.109717 0.0766569 0.0613876 0.0593699 0.0508149 0.0538899 0.0484612 0.0427022 0.0428971 0.042127 0.0417321 0.0406475 0.0390741 0.0702465 0.0383241 0.0587466 0.036862 0.0363339 0.0438244 0.0360083 0.0355323 0.0354653 0.0348927 0.0345103 0.0337206 0.036344 0.0354634 0.0335188 0.0329386 0.0325068 0.0324376 0.0315949 0.0314994
threshold=1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.78319623971797891 5.5000000000000009 7.5000000000000009 4.5000000000000009 4.5000000000000009 0.45584415584415588 3.5000000000000004 3.5000000000000004 13.500000000000002 848.41687930959222 2.5000000000000004 2.5000000000000004 0.68237250554323736 2.5000000000000004 3.5000000000000004 0.73431372549019625 2.5000000000000004 2936.4214567341296 0.45584415584415588 0.29217479674796754 10.500000000000002 3134.7261784906077 9.5000000000000018 1.0000000180025095e-35 0.22361111111111112 0.35805860805860812 1.5000000000000002 1.5000000000000002 0.84292763157894746 2207.0293116104267 1242.5784396434321 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 8.5000000000000018 0.59175084175084181 1644.8206512452641 3.5000000000000004 0.94201680672268917 0.03509852216748769 730.70522058223889 8.5000000000000018 1433.692583700579 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=41 3 6 4 -2 7 38 15 9 24 11 -11 29 -12 -10 26 17 -17 23 -20 21 22 40 44 -9 -26 28 31 36 -13 -31 32 34 -8 35 -5 -4 -30 -3 -6 -18 42 -1 -44 -19 -7 -42 -25 -40 -43
right_child=1 2 5 27 39 45 33 8 14 10 13 12 -14 -15 -16 16 20 18 19 -21 -22 -23 -24 47 25 -27 -28 -29 37 30 -32 -33 -34 -35 -36 -37 -38 -39 48 -41 46 49 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0001560064936535965 -4.8610367207032899e-05 0.00020157995564183017 2.3219827308423813e-05 -6.7242722756666857e-05 7.2365674436704675e-05 0.00013457180210922048 0.00030065215892694468 3.8396207111117376e-05 0.00034137083888491788 1.8558719611147273e-05 4.8999425760480436e-05 -0.0012806362242699836 3.3816509286877749e-05 0.0010520175602303805 0.001905982709205192 -0.00028261981980101826 2.8352888362309661e-05 0.00014073436333189647 -0.0004090353561298052 0.0011230093249848681 -0.00068023036923841576 0.00026219777617016328 -0.00027203774860492922 0.00033237658537042369 0.00026646167936458033 0.0014018902594702817 0.0015926184098047783 -0.0017848724639043211 0.0017979771436120455 0.00019960456836523246 -0.0028273713774979118 -0.0001291554138018734 1.5769149897675169e-05 0.00093049009498676223 -0.00023149722448579667 0.0021651846653019838 0.00023665724856211895 -5.2226093016665033e-05 8.0811629748999864e-05 0.00074778970008916687 7.7578906202688811e-05 -5.1750826214959869e-05 -0.00048000806961870802 0.00040823211360069506 -0.00018695775895197916 -0.00066989706036731317 0.0018127788069113246 0.0014551582009754266 0.00089085524714617296 0.00076687567701303697
leaf_weight=6307 45236 9034 6603 29719 46762 9331 2254 3592 109 627 1227 400 297 139 81 8071 6892 2014 1248 69 300 1971 1694 950 2542 86 42 35 26 115 23 15092 26397 259 3712 22 2820 13288 23341 192 55 3192 1576 121 1274 129 53 69 121 122
leaf_count=6307 45236 9034 6603 29719 46762 9331 2254 3592 109 627 1227 400 297 139 81 8071 6892 2014 1248 69 300 1971 1694 950 2542 86 42 35 26 115 23 15092 26397 259 3712 22 2820 13288 23341 192 55 3192 1576 121 1274 129 53 69 121 122
internal_value=0 6.56941e-06 4.78472e-05 -1.84061e-05 1.44115e-05 1.59966e-06 0.000135215 -1.87638e-05 8.67205e-05 6.73663e-05 -0.000115381 -0.000364329 -0.00065184 0.000151063 0.00100839 -3.93052e-05 -8.53589e-05 -0.000164483 5.05512e-06 -0.000328769 1.34649e-05 3.29782e-05 -1.89878e-05 0.000107132 0.000150455 0.000303618 1.05514e-05 -5.8758e-05 7.62902e-06 -0.00103035 -0.000304891 -5.79518e-05 -3.99969e-05 0.000365566 -8.40005e-05 -6.55914e-05 8.70948e-05 -4.8613e-05 0.000117402 7.51276e-05 4.22503e-05 -0.000155739 -0.000211273 -0.000416675 1.37636e-05 0.000123602 0.000929112 0.000408404 8.49892e-05 -2.16143e-05
internal_weight=0 268313 101146 167167 92190 66137 35009 56677 9238 9048 2828 1462 835 1366 190 47439 24660 13695 5624 1317 10965 10665 8694 4307 6220 2628 22779 74977 22737 538 138 74942 59850 2513 33453 29741 9423 13314 32496 46954 7000 11318 8004 1697 3288 9460 108 1019 23462 3314
internal_count=279631 268313 101146 167167 92190 66137 35009 56677 9238 9048 2828 1462 835 1366 190 47439 24660 13695 5624 1317 10965 10665 8694 4307 6220 2628 22779 74977 22737 538 138 74942 59850 2513 33453 29741 9423 13314 32496 46954 7000 11318 8004 1697 3288 9460 108 1019 23462 3314
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=51
num_cat=0
split_feature=4 12 12 7 9 10 0 3 2 10 5 13 2 1 1 14 6 2 9 10 9 5 0 3 6 9 10 3 13 9 1 6 10 10 9 1 10 10 7 4 4 5 1 9 10 2 5 7 1 14
split_gain=0.111327 0.128553 0.107962 0.0866364 0.0776909 0.12362 0.0742564 0.0685222 0.0798325 0.0593832 0.0583454 0.0560265 0.0586012 0.0645238 0.0625285 0.0538264 0.0449315 0.138327 0.0880162 0.0848108 0.0886346 0.0699167 0.0469328 0.0451391 0.0447356 0.0436408 0.0891621 0.0563242 0.04727 0.0424839 0.0823528 0.0435186 0.0417958 0.0746468 0.0415904 0.0654436 0.0432407 0.0406901 0.0392634 0.039238 0.0386141 0.0378516 0.0359401 0.0355836 0.0379759 0.0370616 0.0353164 0.0339945 0.038552 0.0339632
threshold=5.5000000000000009 1.5000000000000002 6.5000000000000009 1.5000000000000002 2.5000000000000004 0.47673160173160178 1433.692583700579 11.500000000000002 2.5000000000000004 0.077935222672064791 10.500000000000002 0.40270270270270275 1.5000000000000002 1487.7388556757253 1351.6612569780254 0.32200460829493094 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.65450928381962881 1.5000000000000002 8.5000000000000018 967.10338307104212 24.500000000000004 4.5000000000000009 3.5000000000000004 0.42705167173252284 26.500000000000004 0.18065268065268067 1.5000000000000002 1570.8321245839154 1.5000000000000002 0.042572463768115944 0.077935222672064791 4.5000000000000009 3049.3733999235665 0.042572463768115944 0.69337606837606847 1.0000000180025095e-35 9.5000000000000018 10.500000000000002 3.5000000000000004 1856.8865825385751 2.5000000000000004 0.67054263565891481 2.5000000000000004 7.5000000000000009 2.5000000000000004 3616.7164640063575 0.15894736842105264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 43 3 7 5 -5 9 15 11 34 29 12 13 14 -9 -1 17 18 19 -11 39 -22 -19 -20 37 28 27 -27 49 -7 -31 41 42 -34 35 36 -3 -12 -14 -21 -30 -32 -10 45 47 -2 -13 48 -45 -18
right_child=1 6 -4 4 -6 10 -8 8 32 16 24 46 38 -15 -16 -17 25 22 23 20 21 -23 -24 -25 -26 26 -28 -29 40 30 31 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=2.8306619902064823e-05 0.00022458350305858132 4.4183758654249638e-05 -0.00033534890908143905 -0.00026677384823912932 5.3844326408984668e-05 -0.00010754180235143447 0.00048930329569874811 -0.0020286906981491766 0.00019137245202917314 -8.4168906097388443e-05 -0.001129752623281725 0.00013462187186774621 8.5162910226552993e-05 -0.0035826294986612121 0.0016722184694593864 -6.3781197891299977e-05 -0.00017086614280602448 -0.00032224474766927275 0.00033171858232523767 5.8878507786333849e-05 0.00045382330119497836 0.0028861404893298949 0.00085767870530782447 0.0008849605750501457 -0.00052522107232017706 3.7680801117814215e-05 -0.00040096559343593308 0.00053165181766026963 3.2201113449753985e-05 0.00027617271556770317 -0.00010810208017320461 -0.0002926291537297391 -0.00024200802724987756 -1.6924142344003767e-05 0.00049050585559138802 -0.00040948975122908179 -0.00021862996298786628 0.0010675446842973349 -2.1034976693123011e-05 0.00076002936750019527 0.00041670210009422107 0.00026557899957766433 -4.368603208039524e-05 0.00031316465013745288 -0.00061467028542688015 3.7131651210507808e-05 0.00060383940628942062 0.00070467185571782746 -0.0012150860943360646 -1.8132503143807276e-05
leaf_weight=23327 6401 4042 2651 9468 8657 15661 833 25 3845 3874 23 16518 19702 23 21 49628 5878 1992 2198 4407 1947 30 88 443 71 1013 526 1341 12823 2424 1822 1620 4211 29406 281 1652 2554 251 15591 209 688 1079 2818 2363 101 4484 411 609 42 9559
leaf_count=23327 6401 4042 2651 9468 8657 15661 833 25 3845 3874 23 16518 19702 23 21 49628 5878 1992 2198 4407 1947 30 88 443 71 1013 526 1341 12823 2424 1822 1620 4211 29406 281 1652 2554 251 15591 209 688 1079 2818 2363 101 4484 411 609 42 9559
internal_value=0 5.43996e-05 -1.82962e-05 -1.4228e-05 -7.92248e-05 -0.000114759 2.07251e-05 1.90129e-06 3.04603e-05 1.36979e-05 -5.20479e-05 7.12127e-05 3.5403e-05 -0.00142031 -0.000339145 -3.43366e-05 3.57173e-05 0.000106476 0.000166584 0.000101503 0.000210602 0.000490733 -0.000272325 0.000424519 0.000593272 1.95218e-06 0.000187572 0.000319081 -1.65149e-05 -6.18964e-05 4.1034e-05 -8.5039e-05 -2.24441e-05 -4.51191e-05 -0.000107684 -0.000128063 -5.75789e-05 0.0008831 3.8249e-05 9.06247e-05 5.17805e-05 3.08851e-05 9.19586e-05 0.000190007 0.000339017 0.000147364 0.000146013 0.000370975 0.000286476 -7.62894e-05
internal_weight=0 70378 209253 206602 41076 32419 56378 165526 92571 55545 22951 52291 35362 69 46 72955 47016 15188 13108 10467 6593 1977 2080 2641 345 31828 2880 2354 28948 22606 6945 4521 40280 33617 8529 8248 6596 274 35293 4616 13511 2901 6663 14000 3115 10885 16929 3014 2405 15437
internal_count=279631 70378 209253 206602 41076 32419 56378 165526 92571 55545 22951 52291 35362 69 46 72955 47016 15188 13108 10467 6593 1977 2080 2641 345 31828 2880 2354 28948 22606 6945 4521 40280 33617 8529 8248 6596 274 35293 4616 13511 2901 6663 14000 3115 10885 16929 3014 2405 15437
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=51
num_cat=0
split_feature=11 4 13 2 1 4 12 2 4 9 10 2 10 5 6 6 2 7 2 3 14 1 10 10 10 1 4 3 7 3 10 0 9 10 0 3 6 6 6 4 6 7 8 10 14 14 0 14 6 3
split_gain=0.106876 0.107891 0.110492 0.0693613 0.107594 0.0814471 0.0625193 0.0550678 0.0536095 0.052646 0.167256 0.123026 0.11666 0.0980895 0.0900428 0.0819716 0.0806766 0.091404 0.0670533 0.0629824 0.0603814 0.0555942 0.0591317 0.0524102 0.0523733 0.0806569 0.0511168 0.0501235 0.0498079 0.0723315 0.0491122 0.0479123 0.109707 0.128086 0.0900627 0.0626395 0.048467 0.0474579 0.0456896 0.0441192 0.0509543 0.0522916 0.0440054 0.0434151 0.0516858 0.041917 0.0571985 0.0413852 0.0408677 0.0403154
threshold=1.0000000180025095e-35 3.5000000000000004 0.87750000000000006 2.5000000000000004 3134.7261784906077 7.5000000000000009 3.5000000000000004 1.5000000000000002 10.500000000000002 2.5000000000000004 0.68496240601503777 3.5000000000000004 0.65450928381962881 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 11.500000000000002 0.53950103950103967 1453.6202201032145 0.04819976771196284 0.94201680672268917 0.88303693570451447 1015.6035085790342 1.5000000000000002 10.500000000000002 1.5000000000000002 19.500000000000004 0.19756097560975613 755.3515593304021 3.5000000000000004 0.38585607940446659 924.13557371275863 33.500000000000007 2.5000000000000004 1.5000000000000002 4.5000000000000009 6.5000000000000009 2.5000000000000004 3.5000000000000004 1.5000000000000002 0.21132376395534294 0.3623737373737374 0.54415584415584417 1433.692583700579 0.077677224736048281 1.5000000000000002 36.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 28 7 24 9 12 11 13 16 39 -13 19 17 21 31 -14 -21 30 47 -17 -1 -26 -9 -28 29 45 -5 36 33 34 35 -33 -16 -27 -20 -11 41 -41 -8 44 -36 46 -3 -23 -45 -35
right_child=-2 2 -4 8 -6 -7 42 26 -10 10 -12 14 15 -15 18 23 -18 -19 38 20 -22 22 -24 -25 25 37 27 -29 -30 -31 -32 32 -34 49 43 -37 -38 -39 -40 40 -42 -43 -44 48 -46 -47 -48 -49 -50 -51
leaf_value=0.0013370515529548268 -0.00031488519752930578 6.3352813442335963e-05 0.0001471165841353991 -0.00016482651692014305 0.0016814075556749683 0.00027886538918583747 -8.0258971035231772e-05 -0.00013307363735419169 0.00020199066925510195 4.9821338499011606e-05 -0.00051225123906863503 -0.00025901790804369368 -0.0004039613491400838 0.00053215883937676083 -2.3016127716965806e-05 2.4383564064305647e-05 0.00061633432999690899 -0.00039139497763785119 0.00025654196434972935 6.5581353553214342e-05 0.00036016709990557377 -0.00036307495903151182 -0.00016925556895297218 -0.00041015223398558221 -0.001728909491670338 0.00089977754003954145 -5.4797249286463343e-05 2.255962841794771e-05 -4.6147169353373038e-05 0.00024379487019059501 0.00030340038034247648 -0.00053119169852235257 0.00018088293100767836 4.5199479331836103e-05 -0.0012281617719616571 0.00081427270459321428 0.00029591302255981439 -0.0016882113408064469 0.0012460825519725362 0.00025029012128870338 -0.00020688668646598547 0.0010012477123918615 -0.0002843834248528534 -0.0039719298442714322 0.00076876602267331791 -4.8699569486545522e-05 0.002613591687457467 0.00014895269723623196 -0.0016408190048750133 0.0012205569082912658
leaf_weight=143 2669 36777 17434 907 101 3632 8997 9730 2700 13204 1421 4220 624 1387 5629 1292 357 3175 1065 11611 2046 466 16568 1499 47 155 37909 46782 14525 4786 1464 1085 1312 555 220 94 1511 20 131 3552 572 248 3737 23 38 10425 22 2577 103 84
leaf_count=143 2669 36777 17434 907 101 3632 8997 9730 2700 13204 1421 4220 624 1387 5629 1292 357 3175 1065 11611 2046 466 16568 1499 47 155 37909 46782 14525 4786 1464 1085 1312 555 220 94 1511 20 131 3552 572 248 3737 23 38 10425 22 2577 103 84
internal_value=0 3.03445e-06 2.78936e-05 1.42198e-05 5.06476e-05 4.83003e-05 -3.61414e-05 -2.21667e-05 -1.70955e-05 -2.45795e-05 1.95257e-05 4.10955e-05 -6.2334e-05 0.00012735 -6.06874e-05 3.88344e-05 -0.000130028 -0.00014062 9.9417e-06 8.72695e-05 0.000109714 -0.000104398 -0.000132047 -0.000208998 0.000590797 0.000110102 -2.45362e-05 -1.20665e-05 3.57142e-05 5.85759e-05 0.000124285 -2.99085e-05 -0.000181051 -0.000396698 -0.000640526 -0.00042392 4.44771e-05 0.000604007 0.000364928 9.54052e-05 0.000233074 0.0002993 -0.000140163 -0.00130558 -0.000934041 3.98046e-05 6.48775e-05 7.05416e-05 -0.00206634 0.000199707
internal_weight=0 276962 169442 152008 70268 70167 107520 94786 81740 79040 36454 35033 42586 18963 16070 17072 25514 25157 11850 14281 13657 21982 19611 2791 365 222 94421 84691 66535 52010 2371 10654 3514 2202 1563 1179 7140 175 1196 17576 4372 3800 12734 384 258 47224 36799 3043 126 639
internal_count=279631 276962 169442 152008 70268 70167 107520 94786 81740 79040 36454 35033 42586 18963 16070 17072 25514 25157 11850 14281 13657 21982 19611 2791 365 222 94421 84691 66535 52010 2371 10654 3514 2202 1563 1179 7140 175 1196 17576 4372 3800 12734 384 258 47224 36799 3043 126 639
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=51
num_cat=0
split_feature=4 12 12 0 4 2 9 10 4 0 9 10 7 11 6 4 13 12 10 10 4 0 9 10 3 8 9 10 9 0 9 0 10 3 5 8 2 5 0 3 0 10 7 2 10 9 9 10 5 10
split_gain=0.0975761 0.122767 0.0899808 0.0665498 0.0580659 0.0503346 0.111273 0.0899263 0.0785557 0.0694028 0.127871 0.0796934 0.0640877 0.0612101 0.0538702 0.062612 0.0518522 0.0510221 0.0484217 0.047761 0.0498872 0.0475441 0.0463739 0.050842 0.0463366 0.045923 0.045558 0.0769302 0.0594284 0.0529654 0.0426742 0.0737529 0.178599 0.0621039 0.042149 0.0514382 0.0420082 0.0386525 0.0381496 0.0418144 0.0645754 0.0796666 0.038079 0.037407 0.0588049 0.0648609 0.0565162 0.0719656 0.0654939 0.0409562
threshold=4.5000000000000009 1.5000000000000002 4.5000000000000009 1433.692583700579 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.49418604651162795 10.500000000000002 1173.0767376433671 2.5000000000000004 0.6478537360890303 2.5000000000000004 0.11882352941176472 1.5000000000000002 8.5000000000000018 0.045983086680761107 3.5000000000000004 0.082207207207207214 0.57979626485568769 6.5000000000000009 355.87763915758541 1.5000000000000002 0.65450928381962881 44.500000000000007 1.5000000000000002 2.5000000000000004 0.39339826839826847 1.5000000000000002 1187.5997340955021 3.5000000000000004 865.45763568221207 0.47434210526315795 23.500000000000004 7.5000000000000009 5.5000000000000009 1.5000000000000002 9.5000000000000018 1007.5118299007487 33.500000000000007 924.13557371275863 0.26393188854489169 7.5000000000000009 2.5000000000000004 0.04819976771196284 2.5000000000000004 1.5000000000000002 0.18274582560296851 3.5000000000000004 0.077935222672064791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 5 -1 6 7 12 16 10 -7 13 -3 17 15 22 -8 42 -18 20 -20 -6 -9 25 30 -24 27 -2 -29 -30 31 -19 38 -32 36 -36 -23 -11 39 -33 41 -41 -12 46 45 -45 -38 -48 -49 -46
right_child=1 3 -4 -5 21 9 8 14 -10 37 11 -13 -14 -15 -16 -17 18 24 19 -21 -22 34 23 -25 -26 -27 -28 28 29 -31 33 32 -34 -35 35 -37 43 -39 -40 40 -42 -43 -44 44 49 -47 47 48 -50 -51
leaf_value=-0.00012837913773535532 -6.0553277959193593e-05 -7.0149527852679096e-05 -0.00017246696233832627 0.00042419403787004518 -0.00034593038146503197 0.00054808142793307045 -8.0850620928362303e-05 -1.0509889956850536e-05 0.0011686305174651134 -0.001638835303734099 3.4059997146103399e-05 -0.00059019122494385445 -0.00035074697815663314 -0.0020311619090807652 -7.1634054368169918e-05 0.00034910491048992546 2.5311686621907614e-05 -0.00014989378893113652 0.00018089250144987705 -6.7375576544116401e-05 0.00045272157839297463 0.00042721522981003585 0.00010405586669185333 0.00021767613327232068 0.001948689951453931 -0.00026491363471120761 0.00025037687461724063 8.0416712248158602e-05 0.00025074900987318922 0.001228089389902815 -0.00043719960610505741 -0.0011103624107839155 0.00072570474143790053 0.00010973888256773658 0.00039571174101427417 -9.2340785358911788e-05 -2.9472772514594308e-05 0.00015986492635863947 -0.0014823657925805162 0.00282203619735259 -0.00070092208565971975 -0.00070784660506873365 0.0019520976596350713 -0.00015280205521609795 -0.00025422561651270716 0.00017975321171926275 -2.7975046230149268e-05 6.693461688955858e-05 0.00029407393177209649 -6.1610421570701716e-05
leaf_weight=10590 6080 15608 9679 936 1028 784 2507 14794 183 110 5462 808 2340 40 9577 1827 3969 3363 4393 1109 2741 552 2659 6184 26 1235 5694 11794 5832 142 676 336 197 2235 1407 876 53272 41 238 33 211 31 26 2093 3048 4896 19955 25195 3631 29188
leaf_count=10590 6080 15608 9679 936 1028 784 2507 14794 183 110 5462 808 2340 40 9577 1827 3969 3363 4393 1109 2741 552 2659 6184 26 1235 5694 11794 5832 142 676 336 197 2235 1407 876 53272 41 238 33 211 31 26 2093 3048 4896 19955 25195 3631 29188
internal_value=0 3.55432e-05 -2.45438e-05 4.92578e-06 -1.535e-05 2.39595e-07 1.80649e-05 -1.51911e-05 0.000139074 -8.40591e-05 -7.29278e-05 -0.000108513 -0.000106733 -7.82814e-05 3.01003e-05 6.65926e-05 0.000126274 -7.21949e-05 0.000168794 0.000237881 0.000285334 -7.10303e-06 4.58404e-05 0.00012856 -0.000158364 -1.29645e-05 0.000123305 9.29649e-05 0.000145497 0.00027398 -0.000165848 -0.000263943 -0.000630623 -1.72726e-05 -4.68608e-06 0.000208443 -8.11676e-06 -0.00115045 -0.000945342 -0.000736158 -0.000278948 0.00111225 4.31469e-05 -9.81769e-06 -5.1317e-05 8.01627e-05 6.13294e-06 4.50167e-05 9.55457e-05 -7.98227e-05
internal_weight=0 114221 165410 84679 155731 83743 69126 54224 14902 14617 14466 13682 17948 12874 36276 26699 14719 12834 12212 8243 7134 145141 24872 10078 7346 3894 29542 23848 17768 5974 7320 4409 1046 2911 144113 2283 141830 151 849 611 275 64 5488 141278 39225 6989 102053 48781 28826 32236
internal_count=279631 114221 165410 84679 155731 83743 69126 54224 14902 14617 14466 13682 17948 12874 36276 26699 14719 12834 12212 8243 7134 145141 24872 10078 7346 3894 29542 23848 17768 5974 7320 4409 1046 2911 144113 2283 141830 151 849 611 275 64 5488 141278 39225 6989 102053 48781 28826 32236
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 8 5 6 8 8 5 5 8 7 7 0 9 10 2 1 0 12 7 4 5 6 8 5 10 9 1 10 4 10 10 6 1 7 13 0 6 4 2 10 3 10 2 0 0 9
split_gain=0.0948988 0.0963337 0.125781 0.0943791 0.109123 0.0836363 0.130482 0.04915 0.0550658 0.0475808 0.046709 0.0398411 0.0450117 0.0383108 0.0371924 0.0359272 0.0347981 0.0618924 0.0453495 0.0634938 0.0517973 0.0422207 0.0405376 0.037529 0.0366909 0.0352721 0.0328267 0.0519 0.0327731 0.0337084 0.0635741 0.0331274 0.0331342 0.0322212 0.0321985 0.0354898 0.0318526 0.0327988 0.0317839 0.0308467 0.0316804 0.0304376 0.0282773 0.0285014 0.0280574 0.0361833 0.0282336 0.0274828 0.0266955 0.0408118
threshold=1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 16.500000000000004 10.500000000000002 8.5000000000000018 4.5000000000000009 726.03325916382551 2.5000000000000004 0.71240601503759404 2.5000000000000004 3297.5540643465279 1104.0542682349771 3.5000000000000004 5.5000000000000009 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.36474501108647456 3.5000000000000004 3438.6371619929478 0.17752100840336138 7.5000000000000009 0.28388278388278393 0.9104278074866311 2.5000000000000004 2969.5094685919271 2.5000000000000004 0.79772727272727284 972.47622060718538 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 0.88303693570451447 12.500000000000002 0.74133811230585434 2.5000000000000004 1104.0542682349771 903.47680643148226 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 8 -3 -6 38 12 16 36 26 -9 17 18 -4 25 -21 22 -18 -19 28 -20 27 42 29 30 31 32 -23 -32 35 -25 -12 39 48 -38 47 -40 43 -7 45 -8 -47 -41 -10 -50
right_child=-2 2 11 -5 9 14 44 15 10 -11 13 -13 -14 -15 -16 -17 21 23 19 20 -22 24 -24 34 -26 -27 -28 -29 -30 -31 33 -33 -34 -35 -36 -37 37 -39 41 40 -42 -43 -44 -45 -46 46 -48 -49 49 -51
leaf_value=-4.8492614056625693e-05 -0.00029671766338637507 0.00048542256537848584 3.7979351050553125e-05 -0.00013035934177174337 0.000168662162212377 0.0020125426497543675 9.7050111381901004e-05 0.00042607574088210625 4.6368135159075718e-05 4.1034713139171034e-05 0.00052118341093901495 0.0008170753876954594 -0.001193099582074758 0.0022636379930190743 -0.00043650494614607842 -0.00013756376855714918 0.0001722177549045718 -0.0004243993431836074 -0.00010357127505566537 0.0012298198762437096 -8.2609794091779835e-05 -0.00027114706453885447 0.0011719096171530184 0.00044587913369433771 0.0019654725079557727 -0.00057488469655433234 -0.00012100389505023794 1.2848232480015669e-05 0.00019618976506054786 6.2242173455466819e-05 -0.00091007654730101365 0.00034067959620765045 -0.0016695623957168533 -0.0024394388353928577 -1.1275562601936958e-05 -0.00026848752174290976 -0.0008703490722985045 0.00049831488332881117 0.00016723223805965114 0.0025296958417377691 -0.00020076259591410401 0.00057065077214173393 -8.2292425853131137e-05 0.00010158836655318738 0.00010450506731070004 -1.2517484514998979e-05 -0.00037212428701597955 0.00023401783000736033 0.00011820094254462967 0.00043547796761630238
leaf_weight=46512 2669 1354 1043 14945 8741 32 10464 327 8558 44381 1175 135 85 27 646 2088 2340 458 513 88 516 250 106 829 21 1755 15298 26891 507 428 173 186 51 43 4543 220 123 274 1270 22 193 740 34007 50 25705 11926 572 32 5051 1268
leaf_count=46512 2669 1354 1043 14945 8741 32 10464 327 8558 44381 1175 135 85 27 646 2088 2340 458 513 88 516 250 106 829 21 1755 15298 26891 507 428 173 186 51 43 4543 220 123 274 1270 22 193 740 34007 50 25705 11926 572 32 5051 1268
internal_value=0 2.85938e-06 7.82004e-05 -8.68223e-06 -6.08237e-07 -1.9944e-05 1.13913e-05 0.000151873 0.000177496 6.20353e-05 0.000155239 -3.78096e-05 -4.59628e-05 0.000394035 -5.87156e-05 -6.12449e-05 -3.90327e-05 -8.95011e-05 -0.000244405 -0.000346956 0.000108605 8.34805e-05 0.00021554 1.07383e-05 -0.000111226 -0.000468278 -5.55161e-05 -3.90872e-05 -0.000137851 -0.000287593 -0.000500579 -0.000183918 -0.000508088 -0.00121453 4.63773e-05 0.00029606 0.000366284 8.36647e-05 0.000129135 -0.000223401 9.8764e-05 0.000315754 -8.00563e-05 0.000847327 6.86234e-05 2.84554e-05 -2.89757e-05 0.00116929 0.000103921 0.000181867
internal_weight=0 276962 36792 240170 225225 172103 95179 22502 20087 53122 18733 14290 14155 1846 76924 2415 14070 9965 3915 2872 604 4105 2446 6050 1659 2268 76278 60980 1638 1131 703 487 301 216 5592 1049 1819 644 16887 370 247 2010 34089 82 48667 22962 12498 54 14877 6319
internal_count=279631 276962 36792 240170 225225 172103 95179 22502 20087 53122 18733 14290 14155 1846 76924 2415 14070 9965 3915 2872 604 4105 2446 6050 1659 2268 76278 60980 1638 1131 703 487 301 216 5592 1049 1819 644 16887 370 247 2010 34089 82 48667 22962 12498 54 14877 6319
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=51
num_cat=0
split_feature=4 5 8 8 5 12 2 7 8 1 6 5 7 5 9 4 7 2 9 10 4 4 10 0 0 14 8 13 3 1 7 9 5 8 2 8 5 10 12 1 13 9 1 10 8 9 5 3 6 10
split_gain=0.0878614 0.076896 0.0914687 0.0699876 0.110365 0.0607433 0.0555917 0.0522006 0.0520502 0.0490391 0.0478083 0.0515029 0.0451689 0.0448049 0.0422209 0.0423999 0.041443 0.0401274 0.0394591 0.0443314 0.037087 0.0362467 0.0360282 0.0354342 0.0601311 0.03543 0.0342396 0.0340618 0.0331118 0.0327609 0.0312208 0.0311398 0.0302583 0.0406174 0.0282609 0.0279359 0.0283603 0.0277652 0.0277089 0.027629 0.0324301 0.0274144 0.0271472 0.058442 0.0295062 0.0300637 0.0294106 0.0274921 0.0272244 0.0308403
threshold=2.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2251.1234410074267 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 8.5000000000000018 4.5000000000000009 7.5000000000000009 9.5000000000000018 1.5000000000000002 2.5000000000000004 0.44590643274853808 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 1173.0767376433671 907.74089229267565 0.55086206896551737 1.5000000000000002 0.81934731934731941 33.500000000000007 2627.3186063900753 2.5000000000000004 1.5000000000000002 9.5000000000000018 6.5000000000000009 2.5000000000000004 3.5000000000000004 9.5000000000000018 0.32071428571428579 6.5000000000000009 959.41970187261416 0.56330128205128216 2.5000000000000004 4197.4883033117148 0.53950103950103967 4.5000000000000009 3.5000000000000004 5.5000000000000009 43.500000000000007 1.5000000000000002 0.97646733111849404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 4 9 17 13 35 -6 21 11 -4 27 18 32 -16 38 23 19 -3 -11 30 -14 24 -1 -26 31 -8 -20 -22 -2 -21 42 -34 -33 36 -7 -30 -5 -19 -41 -32 44 47 46 -46 -12 -44 -45 -50
right_child=1 2 10 16 8 7 12 -9 -10 20 14 -13 22 -15 15 -17 -18 39 28 26 29 -23 -24 -25 25 -27 -28 -29 37 -31 41 34 33 -35 -36 -37 -38 -39 -40 40 -42 -43 43 48 45 -47 -48 -49 49 -51
leaf_value=0.0020136543284429028 -7.2994908361600269e-06 -7.4753940691301534e-06 6.2572846180978175e-05 -6.2391888683812783e-05 0.00013940993213485577 -9.184827044470872e-05 -0.00016760888554142038 -0.00035603680652158189 3.4075036374678499e-05 -0.00018443241216409647 -8.3580226247781031e-05 0.0004973588642779354 0.001024219501460169 0.00066889086699875588 0.00017571594347897036 0.0015096845948249552 -0.0018426980011898913 -0.00012698572459024859 0.00027527951154814539 0.00016993509557056881 0.00044501500032860714 0.00026215129162481855 0.00013093535048485559 0.0022904633009602549 0.0003705752267887874 -0.0020594458173339566 9.0077369689594623e-05 0.00080927076139588553 -4.6011339341021087e-05 -6.7317676024361388e-05 -0.00021935209339243771 0.00061878252121619955 0.00038549346113332986 -0.00012872532144338436 0.00025677190245027937 -0.00049819860324300128 0.0012422683514887467 0.0022453791887994904 -0.00037334859949891581 -5.0786087792822543e-05 5.7251813020738587e-05 0.00012917989215198192 -0.00079368954566073164 0.0015204722585622221 -0.00022485789681341443 0.00028941543733829064 7.0507782778244941e-05 -0.0023714796079068699 -0.00064063621948537745 0.0013941132280742752
leaf_weight=36 79612 5015 6715 29889 17544 9646 2967 2574 35376 6966 8325 758 127 424 211 83 33 6216 3931 4363 455 1206 1015 32 40 24 7121 92 20 993 3055 886 874 685 1377 430 40 39 734 18924 10974 692 169 34 3538 309 4931 33 73 25
leaf_count=36 79612 5015 6715 29889 17544 9646 2967 2574 35376 6966 8325 758 127 424 211 83 33 6216 3931 4363 455 1206 1015 32 40 24 7121 92 20 993 3055 886 874 685 1377 430 40 39 734 18924 10974 692 169 34 3538 309 4931 33 73 25
internal_value=0 1.29084e-05 6.50379e-05 -3.07696e-06 1.13532e-05 -6.08529e-05 0.000129295 -0.000154999 6.89956e-05 -2.14545e-05 -6.93505e-07 0.000106674 -3.80546e-05 0.00015963 -4.2288e-05 0.000552313 -7.17536e-05 -2.78915e-05 0.000150139 0.000119774 -0.000136572 -1.00006e-05 0.000230276 0.000842293 0.000378879 -0.000540683 0.000166195 -0.000138229 0.000292926 9.36708e-05 -1.3938e-05 0.000247999 -5.14906e-05 0.000159554 0.000398505 -0.000103846 -8.63388e-05 0.00146864 -6.98452e-05 -3.10721e-05 -1.1131e-05 -0.000154985 -7.03595e-05 -0.000516796 -6.16412e-05 -0.00018355 -2.62622e-05 -0.00105145 0.000301382 -0.000121567
internal_weight=0 230695 54140 176555 145899 48936 27377 12690 52920 92979 26763 7473 4201 23176 19290 294 30656 36246 22752 18762 8414 84565 1142 132 100 64 13747 3059 3990 1448 83359 6626 18996 1559 2263 10116 9686 59 30623 36114 29898 3747 17437 334 17103 3847 13256 202 132 98
internal_count=279631 230695 54140 176555 145899 48936 27377 12690 52920 92979 26763 7473 4201 23176 19290 294 30656 36246 22752 18762 8414 84565 1142 132 100 64 13747 3059 3990 1448 83359 6626 18996 1559 2263 10116 9686 59 30623 36114 29898 3747 17437 334 17103 3847 13256 202 132 98
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=51
num_cat=0
split_feature=11 4 12 7 9 10 2 3 13 2 0 10 13 1 10 10 3 5 6 12 0 8 5 10 10 1 6 2 9 10 9 5 9 10 3 0 13 1 13 0 10 9 1 14 2 0 3 2 14 1
split_gain=0.0854098 0.0860462 0.10664 0.0824126 0.0624818 0.100476 0.0562828 0.0995579 0.0540633 0.0533265 0.0529967 0.0494611 0.0488526 0.0479848 0.0454458 0.0532113 0.0642117 0.0453516 0.0501107 0.0456256 0.0435122 0.0424992 0.0420689 0.0413971 0.0572045 0.0393268 0.0374723 0.109696 0.0651002 0.0617468 0.0673261 0.0469011 0.0387578 0.0744928 0.045433 0.0382063 0.0370875 0.0406731 0.0368739 0.0362645 0.0618141 0.0440065 0.0548788 0.0390809 0.0390141 0.0357202 0.0339678 0.0330275 0.0320368 0.0318465
threshold=1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.3623737373737374 2.5000000000000004 13.500000000000002 0.080540540540540564 3.5000000000000004 1289.0088005912796 0.077935222672064791 0.73431372549019625 1015.6035085790342 0.77598566308243744 0.53452380952380962 8.5000000000000018 10.500000000000002 4.5000000000000009 5.5000000000000009 1124.0910823067372 1.0000000180025095e-35 12.500000000000002 0.042572463768115944 0.077935222672064791 2606.2997478250472 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.65450928381962881 1.5000000000000002 8.5000000000000018 3.5000000000000004 0.42705167173252284 26.500000000000004 933.44303385326884 0.27718676122931446 2846.3956359091098 0.18065268065268067 755.3515593304021 0.036375661375661381 4.5000000000000009 3616.7164640063575 0.096006144393241177 4.5000000000000009 656.34241854418212 24.500000000000004 2.5000000000000004 0.3816526610644258 3906.2051313837133
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 9 7 8 -1 -5 11 39 21 -8 15 20 -17 19 -19 -7 -10 -9 26 -15 25 -25 27 28 29 -13 47 36 38 34 -34 -29 -32 -38 45 40 -4 42 -41 44 -44 -28 -30 -31 -16 -47
right_child=-2 2 10 4 -6 17 13 12 14 -11 -12 22 -14 23 48 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 32 35 46 30 31 -33 33 -35 -36 -37 37 -39 -40 41 -42 -43 43 -45 -46 49 -48 -49 -50 -51
leaf_value=-0.00010295422683517882 -0.0002814926010119088 0.00017497470783297598 0.00022088641976941668 -0.00027509003279335237 4.0116330217807315e-05 -5.572317950261085e-05 -0.0006123336808113518 0.00018351082038272205 2.005287934569779e-05 0.001770276545357774 0.00022316866251910472 -7.1180837562316194e-05 0.00028364663713126108 6.4048927150942738e-05 2.7790951326759458e-05 -8.0812646019803663e-05 0.00027282622396833335 0.00078037612097934335 -0.00062850479734606786 -0.00044319836178998508 0.002195875338562157 3.9785478931609296e-05 0.0011537467679696113 -0.00020055126768556551 -3.7687451470102453e-05 -0.0010019059373968598 0.00019750648843410427 -0.00029859720086299231 0.00029022696345563622 -5.7364694756585634e-06 0.00055532763197814591 0.0025830130130052569 3.7126029160734547e-05 -0.00037270597717123811 0.00048312760360764805 0.00061705515802691667 0.00018333568850862722 -0.0015718957156475102 3.8206329997723815e-05 -0.00016785766374574108 -0.00020731548357358495 0.00066017459052041504 -0.0017994237335854754 -0.00040668623219195475 0.00058585681370459497 -8.8106638522623745e-05 0.00077632290616908299 0.00030699993263103877 -6.0061747059315701e-05 -0.00054175494466167189
leaf_weight=12210 2669 13853 1809 7665 8996 23603 365 7031 23570 32 3034 3731 3259 8459 18074 1729 4983 299 80 785 23 19159 83 4127 38396 159 1078 1948 2163 3206 1291 25 1004 517 1324 121 579 35 12652 4333 1578 147 120 239 20 12724 431 1146 24368 399
leaf_count=12210 2669 13853 1809 7665 8996 23603 365 7031 23570 32 3034 3731 3259 8459 18074 1729 4983 299 80 785 23 19159 83 4127 38396 159 1078 1948 2163 3206 1291 25 1004 517 1324 121 579 35 12652 4333 1578 147 120 239 20 12724 431 1146 24368 399
internal_value=0 2.71266e-06 5.08218e-05 -1.34318e-05 -7.64863e-05 -0.000108798 2.32496e-06 2.18649e-05 -5.59627e-06 -0.000266586 1.99645e-05 8.26649e-06 0.000101087 -4.10775e-05 1.07445e-05 5.75126e-05 0.000181729 -5.97607e-05 0.000482987 -6.81952e-05 2.2174e-05 7.83702e-05 2.91275e-05 -3.70004e-05 -5.7027e-05 -0.00023028 2.7024e-05 9.23852e-05 0.000147763 8.99324e-05 0.000185621 0.000431419 -5.27591e-06 0.00017021 0.00029078 -0.000245048 0.000403183 8.32818e-05 -2.38681e-05 -0.000104202 2.13876e-05 -0.000191746 -0.000218323 -0.000795282 -0.00145867 -7.91717e-05 0.000370993 7.66155e-05 -2.26495e-05 -0.0001019
internal_weight=0 276962 69590 207372 41460 32464 165912 114406 84957 7697 55737 52703 29449 51506 72747 30305 6712 24767 379 24388 23593 26190 44457 51141 42682 4286 44374 14676 12607 10013 6282 1930 29698 2845 2328 2069 1905 614 26853 8246 3387 4859 4712 379 140 14201 2594 4352 42442 13123
internal_count=279631 276962 69590 207372 41460 32464 165912 114406 84957 7697 55737 52703 29449 51506 72747 30305 6712 24767 379 24388 23593 26190 44457 51141 42682 4286 44374 14676 12607 10013 6282 1930 29698 2845 2328 2069 1905 614 26853 8246 3387 4859 4712 379 140 14201 2594 4352 42442 13123
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=51
num_cat=0
split_feature=4 12 2 9 10 5 11 13 7 4 9 10 10 0 6 0 6 2 0 5 2 3 13 9 14 7 9 10 6 10 0 1 0 10 10 5 13 2 7 6 14 10 8 5 5 8 10 0 3 12
split_gain=0.0796564 0.0930896 0.0773265 0.0835266 0.12557 0.110782 0.0638528 0.0620378 0.0578872 0.055731 0.0532513 0.148584 0.100863 0.0666656 0.056316 0.144536 0.0562688 0.0900963 0.0715773 0.0521575 0.0516284 0.0579947 0.0515149 0.050766 0.0485171 0.048563 0.0482422 0.0466979 0.0458258 0.0441671 0.0437527 0.0403202 0.0393477 0.0426337 0.0384825 0.0386736 0.0384013 0.0624666 0.038325 0.0359082 0.0357414 0.0665337 0.0542361 0.0346522 0.0344101 0.0428679 0.0341704 0.08479 0.0554574 0.0460749
threshold=6.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.18274582560296851 4.5000000000000009 0.15587044534412958 0.077677224736048281 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 0.5270467836257311 0.31643132220795894 526.78509853755702 1.5000000000000002 586.28815522224716 3.5000000000000004 3.5000000000000004 644.30411897466877 12.500000000000002 3.5000000000000004 10.500000000000002 0.43050193050193059 3.5000000000000004 0.11583184257602865 2.5000000000000004 2.5000000000000004 0.73431372549019625 3.5000000000000004 0.10582306830907055 486.27124121777877 2503.1236745302976 883.9724472351171 0.15470085470085473 0.55718954248366026 8.5000000000000018 0.10102040816326532 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 0.50581395348837221 0.96362433862433872 5.5000000000000009 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 453.77119419176705 13.500000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 39 3 8 26 7 10 -6 -1 19 12 14 24 -13 20 28 40 18 -18 -3 21 29 -7 30 -4 46 36 -15 -16 -12 -22 -11 33 -25 -24 -36 -5 -38 -39 43 42 -42 -14 -2 -9 -46 48 -48 -26 -49
right_child=1 9 6 4 5 22 -8 44 -10 31 11 13 16 27 15 -17 17 -19 -20 -21 23 -23 34 32 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 37 38 -40 -41 41 -43 -44 -45 45 -47 47 49 -50 -51
leaf_value=1.9450036049421096e-05 0.00017664211582109856 -3.0777413111254508e-05 -0.00035634072992426948 -0.00024055005253191737 -3.9801052460141625e-05 0.00022496931724148538 -0.00077331596774924815 6.3455060976891039e-05 -6.4332157851086348e-05 0.001134817446039121 -2.2230914251422939e-05 -0.00061556548940419067 -3.0687972290078764e-05 -7.0997267320711734e-05 0.00032722848405616531 -5.64765708524193e-07 0.00029677802269753502 0.0010881972019731246 -0.00047575408894915137 0.00157016843634968 0.00027302124546926284 6.5087827082700757e-05 0.00034783270406834975 -0.0001646180761326269 -0.00026772751410105051 -0.00040546636325830722 7.5251335652999672e-05 -0.00056525631474510594 0.0008572597064894715 -0.00052233206466018392 -0.0001202589909924424 0.00013966521292598657 0.0010268999736713755 -0.0005777720352292897 0.00080366683945738205 0.0023723470462885289 0.0025040693610208112 1.7596969736468273e-05 -0.00013300492687671363 -0.00021750427760480699 7.0032152340927209e-05 0.0015286230839511876 -0.00064984284652382486 0.00092856551592816576 0.00033437987417722338 0.00012497294958765793 0.00013404207232957613 -0.00032697526145652919 0.00019497278262778101 -8.0450679599844909e-05
leaf_weight=39935 13364 20738 3103 2941 8430 1886 303 16807 42619 104 1044 1102 20197 2552 2811 6707 362 116 1746 51 994 15869 592 1615 964 1521 7462 588 477 765 2451 4779 55 1018 609 42 24 9613 7536 577 7564 79 360 155 3065 12061 2064 4634 1973 3207
leaf_count=39935 13364 20738 3103 2941 8430 1886 303 16807 42619 104 1044 1102 20197 2552 2811 6707 362 116 1746 51 994 15869 592 1615 964 1521 7462 588 477 765 2451 4779 55 1018 609 42 24 9613 7536 577 7564 79 360 155 3065 12061 2064 4634 1973 3207
internal_value=0 6.55394e-05 -1.08661e-05 1.04047e-05 5.0141e-05 0.000103063 -4.87559e-05 8.08448e-05 -2.3803e-05 8.85391e-06 -4.62012e-05 -2.04429e-06 -8.12833e-05 -0.000280978 3.29565e-05 0.000132563 -2.63038e-05 -0.000268436 -0.00034309 -2.68499e-05 -8.85459e-06 3.4511e-05 0.000389671 -0.000133853 -0.000177052 -0.000138318 -3.33261e-05 -0.000163553 0.000404122 -0.000233716 -6.78423e-06 0.00016086 -0.000296708 -0.000324356 0.000639573 0.000904872 -7.36067e-05 -4.50165e-05 -4.85839e-05 0.000168776 -7.20794e-06 8.51085e-05 -4.15308e-05 0.000185263 0.000112694 0.000167405 -0.000106678 -0.00015109 4.31025e-05 -0.000226146
internal_weight=0 39768 239863 153622 71068 43492 86241 40363 82554 25672 85938 38048 47890 4242 33806 9995 30424 2224 2108 20789 23811 17678 3129 6133 17466 14363 27576 3140 3288 1809 3445 4883 2688 2633 1243 651 20114 17173 17149 14096 28200 7643 20557 13519 31933 15126 12842 9905 2937 7841
internal_count=279631 39768 239863 153622 71068 43492 86241 40363 82554 25672 85938 38048 47890 4242 33806 9995 30424 2224 2108 20789 23811 17678 3129 6133 17466 14363 27576 3140 3288 1809 3445 4883 2688 2633 1243 651 20114 17173 17149 14096 28200 7643 20557 13519 31933 15126 12842 9905 2937 7841
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=51
num_cat=0
split_feature=4 5 8 8 5 8 5 13 7 8 12 1 0 4 7 1 4 6 2 1 5 5 4 1 6 0 5 0 14 14 2 9 10 10 1 2 10 3 5 13 6 14 4 1 13 13 0 10 4 4
split_gain=0.0794566 0.0798631 0.0832302 0.0783311 0.121935 0.0715248 0.108272 0.0479476 0.0603253 0.0475897 0.0444108 0.0376477 0.0395948 0.0372219 0.035321 0.0351136 0.0348572 0.0311507 0.0299357 0.0454234 0.0353691 0.0308247 0.0279348 0.0272714 0.0269612 0.0496741 0.0318829 0.0260273 0.0257636 0.0251814 0.0250187 0.0503781 0.0500997 0.0733444 0.0399425 0.0395789 0.0373454 0.0639886 0.0297482 0.0253267 0.025162 0.0249785 0.0246755 0.0245356 0.0233929 0.0233372 0.0227892 0.0224901 0.0294227 0.0223622
threshold=1.5000000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.78319623971797891 11.500000000000002 1.0000000180025095e-35 7.5000000000000009 1894.0094888517563 1264.1367493995072 12.500000000000002 7.5000000000000009 3906.2051313837133 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1848.9026265255354 13.500000000000002 10.500000000000002 10.500000000000002 1828.8036808517843 3.5000000000000004 762.92399468051701 11.500000000000002 1433.692583700579 0.41240409207161127 0.37668918918918926 3.5000000000000004 2.5000000000000004 0.69337606837606847 0.92052631578947375 3521.6014656366374 2.5000000000000004 0.81934731934731941 22.500000000000004 7.5000000000000009 0.54415584415584417 1.0000000180025095e-35 0.074537037037037054 1.0000000180025095e-35 2228.9969941234554 0.267479674796748 0.89564428312159727 1046.9030864338465 0.14459930313588851 10.500000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 3 7 4 5 6 23 8 24 46 13 12 16 15 29 27 -7 -14 19 21 43 42 -8 49 26 -26 30 -11 -24 45 31 32 35 34 36 -3 39 -38 -35 -34 -37 -28 -1 -21 -12 -13 -6 -33 -49 -2
right_child=1 2 -4 -5 9 11 22 -9 -10 10 44 14 17 -15 -16 -17 -18 -19 -20 20 -22 -23 28 -25 25 -27 41 -29 -30 -31 -32 47 33 38 -36 40 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00035051418033506298 -3.4493757848880808e-05 0.00026251650535349182 -4.9751140342649833e-05 -9.2793208506920813e-05 0.00014638782938567818 -3.6719613676316833e-05 6.4792668957843044e-05 0.00041152662702654321 0.0028108777666819239 5.2677354706451071e-05 -0.000396589913710779 -0.00014086503323214254 0.00025801869068185198 0.00082361367356868559 -0.0014772799182769924 -0.00063690843434533633 0.00024653699628615671 0.0025570945547839915 0.0005408435817981826 -0.00036026556650146121 0.00071087771624837436 0.0012785800105484669 0.00091837836453909593 -0.00012891118711420374 0.00069368314111414257 -0.00015486022278252714 0.0024095573792389286 0.00060402450418382088 -0.00067678768459397058 -1.3603845650898514e-05 -7.9058192451902834e-06 0.00020184209899787648 0.00024100706955991038 6.0046795919996889e-05 -0.00071540829216531826 0.00014338346313044778 0.00055534493846281228 0.0018016021221733862 0.0004218239381395245 0.0014749271914045862 -0.00026899525430771698 0.00060797407058998942 -8.6396299156912856e-05 -0.00089965061931152046 0.00084583683201344684 0.0010122734222518788 0.00040360484509085239 0.00057023530907871021 0.0022784326256861769 0.00011628054850985294
leaf_weight=980 35192 783 6347 21833 8070 52610 46762 1772 21 48556 717 15557 34 157 47 184 1109 26 164 715 62 40 162 7400 195 1493 24 215 30 5550 2044 507 361 2768 51 503 259 171 715 47 1398 97 9058 299 40 44 964 828 26 2644
leaf_count=980 35192 783 6347 21833 8070 52610 46762 1772 21 48556 717 15557 34 157 47 184 1109 26 164 715 62 40 162 7400 195 1493 24 215 30 5550 2044 507 361 2768 51 503 259 171 715 47 1398 97 9058 299 40 44 964 828 26 2644
internal_value=0 5.47402e-06 0.000100544 -2.35311e-06 6.38126e-06 -1.54162e-05 1.40786e-05 0.000168376 0.00013332 6.82425e-05 4.91139e-05 -5.16823e-05 -2.94381e-05 5.4972e-05 -0.000108115 5.25069e-05 -3.08719e-05 0.00125428 -0.000129771 -0.000139631 -0.00044843 -0.000106662 6.72639e-05 -4.11266e-05 0.000128738 -5.68354e-05 0.00015834 5.51079e-05 0.000669134 -0.000105073 0.000149006 0.00018711 0.000133387 0.000237777 0.000643136 -3.66554e-05 0.000725816 0.00105095 0.000134313 0.00038315 -0.000159881 0.000965313 -0.000112182 -0.000519315 -0.00033094 -0.000137613 0.000173835 0.000465634 0.000622241 -2.39576e-05
internal_weight=0 268313 20410 247903 226070 167167 92190 14063 12291 58903 49869 74977 53779 49112 21198 48955 53719 60 11318 11154 1076 10078 46954 45236 12270 1688 10582 48771 192 21151 10461 8417 7056 4372 889 2684 838 430 3483 408 1901 121 10038 1014 757 15601 9034 1361 854 37836
internal_count=279631 268313 20410 247903 226070 167167 92190 14063 12291 58903 49869 74977 53779 49112 21198 48955 53719 60 11318 11154 1076 10078 46954 45236 12270 1688 10582 48771 192 21151 10461 8417 7056 4372 889 2684 838 430 3483 408 1901 121 10038 1014 757 15601 9034 1361 854 37836
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=51
num_cat=0
split_feature=4 13 1 4 12 2 1 7 3 4 14 12 2 5 0 4 1 7 8 5 8 7 3 0 6 5 0 12 2 9 10 0 6 3 8 3 13 12 13 6 4 9 13 12 2 8 3 1 6 3
split_gain=0.0766013 0.0903155 0.0584714 0.0544107 0.0689328 0.0523311 0.0462963 0.0467894 0.0451891 0.0449788 0.0430206 0.0406181 0.0450246 0.0399285 0.0504395 0.0650937 0.0821013 0.0400675 0.0394077 0.0390467 0.0416494 0.0383814 0.0379114 0.0357948 0.0846147 0.038146 0.0349528 0.0342436 0.0341329 0.0552807 0.0634754 0.0689451 0.0368177 0.0338722 0.0335759 0.0377449 0.03284 0.0322373 0.031972 0.0319386 0.030747 0.032982 0.0301844 0.0453446 0.0298744 0.0296284 0.029242 0.0694327 0.0411776 0.05283
threshold=3.5000000000000004 0.87750000000000006 2263.042265477196 7.5000000000000009 3.5000000000000004 2.5000000000000004 3134.7261784906077 3.5000000000000004 20.500000000000004 11.500000000000002 0.077677224736048281 7.5000000000000009 3.5000000000000004 6.5000000000000009 1187.5997340955021 2.5000000000000004 1318.6884290140154 1.5000000000000002 3.5000000000000004 17.500000000000004 9.5000000000000018 1.0000000180025095e-35 13.500000000000002 755.3515593304021 2.5000000000000004 11.500000000000002 355.87763915758541 9.5000000000000018 3.5000000000000004 3.5000000000000004 0.41763565891472876 765.4296869705621 1.0000000180025095e-35 40.500000000000007 1.0000000180025095e-35 25.500000000000004 0.43826219512195125 2.5000000000000004 0.52440476190476204 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 0.037749287749287756 3.5000000000000004 3.5000000000000004 5.5000000000000009 29.500000000000004 3049.3733999235665 2.5000000000000004 32.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 5 -5 6 7 8 21 28 -7 -11 -13 14 17 -16 -17 26 -15 20 23 22 -2 24 -4 45 -1 34 32 30 31 -30 40 -31 35 -12 -23 -19 -34 -24 41 -6 43 -27 -3 -25 -36 -48 49 -49
right_child=1 44 19 4 9 10 -8 -9 -10 11 27 12 -14 18 15 16 -18 37 -20 -21 -22 36 39 25 -26 42 -28 -29 29 33 -32 -33 38 -35 46 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 48 -50 -51
leaf_value=-0.00035448214281829694 9.1112679483162987e-06 0.00011597706139746523 -0.00039187428435121511 0.00017462829470368636 -4.3502012042616312e-05 -0.00013936644585411741 0.0015798621652985884 -0.00022935257356964243 0.0001649863530981503 0.00042268850991250632 2.6271597511168967e-05 0.00042339504626689409 -0.00099639777652524666 0.00039924674551771898 0.0026998755276987432 0.0013336708462846122 -0.0018978463703145584 -6.277156443158296e-05 -2.047159124385173e-05 0.0010226197317552436 -0.0017058397636598483 -5.146902898534031e-05 0.0002094443501063129 -0.00028929607980554843 0.00068136713573932809 0.0029536419995129111 -1.4769745846064258e-05 -0.00066443904397424272 -2.6592476092172362e-07 6.1713577977176383e-05 2.9182296836184115e-05 -0.00077633085177392894 -6.3100213695387627e-05 0.0019592889895041782 -5.4820887536981402e-05 0.00047501669433735739 6.5922310693775283e-05 -0.00022452524831342437 0.0012213814473824994 5.4202724605434744e-05 0.00062646081217423218 0.00054170539292819461 3.1564841508672828e-05 -0.00024049941217526793 0.00048056791491539317 -0.00082447107349731719 0.0011592025883335549 1.205558115135619e-05 -0.00014491931067792059 0.00082920532869061234
leaf_weight=764 16214 17055 411 10413 913 8607 48 1741 5924 967 18171 106 118 1086 38 57 30 12440 1153 62 48 21921 5928 2615 332 25 84828 205 415 1169 793 922 4281 24 35670 481 8181 4094 49 7511 377 327 130 20 581 287 154 526 1102 317
leaf_count=764 16214 17055 411 10413 913 8607 48 1741 5924 967 18171 106 118 1086 38 57 30 12440 1153 62 48 21921 5928 2615 332 25 84828 205 415 1169 793 922 4281 24 35670 481 8181 4094 49 7511 377 327 130 20 581 287 154 526 1102 317
internal_value=0 2.0825e-05 -3.28856e-05 8.51872e-06 8.35576e-05 -3.28496e-06 2.75894e-05 2.64842e-05 3.32659e-05 -7.09524e-06 -3.52171e-05 0.000282153 -0.000324532 -2.57646e-05 -3.03383e-05 0.000973433 0.000219355 -3.15669e-05 0.000183108 -0.000222219 -0.000242173 2.02074e-05 6.05818e-05 -0.000223781 8.76898e-05 -0.000298992 -1.7802e-05 -1.93867e-05 -4.42576e-05 -0.000172609 -0.000325233 -0.000535443 2.74612e-05 9.98878e-05 -1.7043e-05 3.78439e-05 -1.95649e-05 -0.000102824 -4.85645e-05 0.00012268 0.000231043 0.000110823 0.000417911 0.00153402 0.000127988 -0.000342223 -4.41485e-05 0.000137216 5.62973e-05 0.000319335
internal_weight=0 171211 108420 153575 20874 132701 67468 67420 65679 10461 65233 1191 224 104490 102251 125 87 102126 2239 3930 3868 59755 29653 3820 743 3077 85592 56626 9270 3323 2130 1337 5947 1193 56421 18652 30102 16534 4330 13439 1617 1240 175 45 17636 2902 37769 2099 1945 843
internal_count=279631 171211 108420 153575 20874 132701 67468 67420 65679 10461 65233 1191 224 104490 102251 125 87 102126 2239 3930 3868 59755 29653 3820 743 3077 85592 56626 9270 3323 2130 1337 5947 1193 56421 18652 30102 16534 4330 13439 1617 1240 175 45 17636 2902 37769 2099 1945 843
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 5 13 8 5 7 8 2 1 1 7 8 9 10 7 0 5 10 13 6 2 7 14 3 14 13 1 2 13 8 9 14 0 13 0 10 12 9 4 6 3 13 3 10 10 10
split_gain=0.0742646 0.0731456 0.119636 0.0756808 0.111867 0.0524318 0.048493 0.0479664 0.0450307 0.0421394 0.0421105 0.0420302 0.0434466 0.0383817 0.0338553 0.032718 0.0314924 0.0334172 0.0307198 0.0295534 0.0266004 0.0263551 0.0259034 0.0371162 0.0255141 0.0261228 0.0256478 0.0284914 0.0250322 0.0269555 0.0252848 0.038035 0.0249482 0.0246793 0.0246198 0.0246471 0.0443515 0.02355 0.0265709 0.0254095 0.0259718 0.0234712 0.0237786 0.022967 0.0461457 0.0583525 0.0363878 0.0226935 0.0226602 0.0375033
threshold=1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 6.5000000000000009 0.10620300751879701 1.5000000000000002 5.5000000000000009 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1379.8125525987941 1285.6662227182744 1.5000000000000002 5.5000000000000009 2.5000000000000004 0.39339826839826847 1.5000000000000002 355.87763915758541 9.5000000000000018 0.11834733893557424 0.78319623971797891 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.87750000000000006 30.500000000000004 0.050641025641025648 0.9240384615384617 3906.2051313837133 3.5000000000000004 0.037749287749287756 1.5000000000000002 2.5000000000000004 0.29217479674796754 967.10338307104212 0.35067567567567576 760.373837362372 0.077935222672064791 6.5000000000000009 2.5000000000000004 9.5000000000000018 1.5000000000000002 32.500000000000007 0.40967365967365971 41.500000000000007 0.87138130686517801 0.94201680672268917 0.31643132220795894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 7 21 -3 -4 18 -6 12 13 47 19 20 17 -16 -5 -13 43 -1 34 -24 48 26 32 -28 29 30 -9 -32 33 -26 -22 -36 -37 38 -18 40 -40 42 -2 44 -10 -46 -45 -8 49 -7
right_child=41 2 8 9 10 24 11 28 15 -11 -12 14 -14 -15 16 -17 37 -19 -20 -21 22 -23 23 -25 25 -27 27 -29 -30 -31 31 -33 -34 -35 35 36 -38 -39 39 -41 -42 -43 -44 46 45 -47 -48 -49 -50 -51
leaf_value=-0.0002154183378693526 -0.00024795733957908299 0.00014611260226780808 -0.00017486836127562737 -4.9390547525028652e-05 0.00011132712784183362 2.3330145336760051e-05 0.0014929136809839019 -0.00014174251183196934 6.9138263268620989e-05 -0.0016602077568504251 2.5692052172653205e-05 -0.00030359723656780518 -0.0015786290501377414 0.0025699288498058363 -0.00025711693914659762 -0.00012942927518353327 6.1587759929171285e-05 -6.6606664613188233e-05 -0.00015687161279076534 5.0385633677392303e-06 2.1076378550144743e-07 -6.8021850428046944e-05 0.0016546991314389744 -0.00064129286825925162 0.0012112621976933505 0.00034924063735830568 0.00089368329166124273 -0.0011153662172728219 4.5033931175594837e-05 0.0016668175710947255 0.00021537258222591705 -0.0023592525667481823 -5.0009528470511291e-05 0.00017764378401795525 0.0002292459674621212 0.00048369982174508981 0.0031436109291389583 0.00019048745125177432 -0.00056662518038991748 -6.5555108498752739e-05 -0.0024405223270878196 -0.00074647964478071838 0.00057147855879283388 -5.3682763568927764e-05 0.00044499289540302322 0.0026012478240054885 -0.0017753592876326896 0.00030327956699433608 0.00022253447975912526 0.00079885491952976038
leaf_weight=3514 2348 14297 5998 27340 21830 212 52 1546 3215 42 41929 784 21 27 3281 3473 1274 7713 8784 72654 362 22142 75 23 77 1253 150 20 25401 20 26 32 1848 231 97 42 25 1595 245 367 20 229 92 3066 180 38 31 175 846 589
leaf_count=3514 2348 14297 5998 27340 21830 212 52 1546 3215 42 41929 784 21 27 3281 3473 1274 7713 8784 72654 362 22142 75 23 77 1253 150 20 25401 20 26 32 1848 231 97 42 25 1595 245 367 20 229 92 3066 180 38 31 175 846 589
internal_value=0 2.52949e-06 4.9799e-05 -1.14383e-05 1.98537e-06 9.09201e-05 -2.77073e-05 7.20484e-05 -6.53353e-05 -7.73662e-05 5.5012e-05 -1.01096e-05 0.000607063 0.00078777 -1.20397e-05 -3.51352e-06 -8.18724e-05 -0.000123462 -7.55259e-05 1.74367e-06 5.76139e-05 -8.82102e-05 0.000369506 0.00111584 0.000240139 0.000165194 6.60492e-05 0.000657325 3.28663e-05 -0.000157447 -0.000180193 -0.00120511 1.94273e-05 0.000436048 0.000230454 0.000738674 0.0014762 4.87283e-05 -6.99001e-05 -0.000334956 -0.000708051 -0.000262485 -0.000217061 2.78098e-05 0.000116873 0.000820854 -7.09162e-05 0.000575795 0.000402997 0.000593597
internal_weight=0 276962 63173 213789 177623 46548 113864 41322 16625 36166 63759 88208 275 254 87933 10627 14495 10994 36124 73438 7154 25656 624 98 5226 3579 2326 170 27025 1624 1604 58 2156 308 526 164 67 3501 1906 632 265 2669 2440 6530 3433 218 3097 227 1647 801
internal_count=279631 276962 63173 213789 177623 46548 113864 41322 16625 36166 63759 88208 275 254 87933 10627 14495 10994 36124 73438 7154 25656 624 98 5226 3579 2326 170 27025 1624 1604 58 2156 308 526 164 67 3501 1906 632 265 2669 2440 6530 3433 218 3097 227 1647 801
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=51
num_cat=0
split_feature=4 2 1 9 10 5 13 4 9 10 10 6 1 2 1 3 7 2 6 0 9 3 10 10 10 14 7 10 2 0 6 0 10 9 5 0 4 0 4 2 10 4 7 13 6 3 0 14 0 10
split_gain=0.0718009 0.0709204 0.108531 0.0919242 0.120622 0.120134 0.0675616 0.0654873 0.0560278 0.17776 0.119852 0.0697957 0.0672366 0.0633918 0.0691539 0.0632082 0.0627603 0.0712961 0.111003 0.0949132 0.0932563 0.0621404 0.0603908 0.0575084 0.0531459 0.0527098 0.051621 0.0556852 0.0508794 0.0693789 0.0507806 0.0506629 0.0497477 0.0496696 0.049612 0.0454564 0.0452947 0.0436173 0.0426056 0.0424235 0.0420308 0.041475 0.0398851 0.0390387 0.0363213 0.0412377 0.0543104 0.0354736 0.0350736 0.0410348
threshold=1.5000000000000002 2.5000000000000004 3134.7261784906077 1.5000000000000002 0.18274582560296851 4.5000000000000009 0.077677224736048281 6.5000000000000009 2.5000000000000004 0.63245614035087727 0.45080645161290328 3.5000000000000004 1302.6062074709064 3.5000000000000004 1878.9294241168266 10.500000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 737.86994514254707 3.5000000000000004 10.500000000000002 0.04819976771196284 0.41042780748663105 0.24695121951219515 0.5270467836257311 2.5000000000000004 0.94201680672268917 3.5000000000000004 1020.4796647730221 2.5000000000000004 1203.0768547389173 0.71240601503759404 2.5000000000000004 8.5000000000000018 989.51400485044212 12.500000000000002 1124.0910823067372 11.500000000000002 3.5000000000000004 0.087595907928388769 6.5000000000000009 1.0000000180025095e-35 0.43050193050193059 1.5000000000000002 12.500000000000002 755.3515593304021 0.1012820512820513 920.13071123443217 0.49418604651162795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 33 6 -6 -8 10 16 12 15 40 14 -13 32 17 21 42 30 23 24 44 35 -10 36 27 -2 -24 -30 -20 -11 -12 -5 38 -21 -17 -38 -23 -39 -3 -25 -19 -7 45 -14 -47 -31 -44 -50
right_child=1 8 -4 4 5 43 7 -9 9 31 11 13 22 -15 -16 25 -18 18 19 20 -22 34 28 41 -26 -27 -28 -29 29 47 -32 -33 -34 -35 -36 -37 37 39 -40 -41 -42 -43 48 -45 -46 46 -48 -49 49 -51
leaf_value=-0.00012336109653341305 -1.540280458307136e-05 -0.00047208190806847795 0.001556046712627496 -5.7198349962462116e-05 -2.9228327759470028e-05 0.00027734451212143684 0.00010919510480687328 0.00039012477569571176 -6.8864872003554484e-05 -0.00038497856806157132 -1.7467715336151672e-05 0.00057409862021421429 -0.00036353254236474769 0.00060894155788571202 -0.00038675252718236539 2.0664742967533163e-06 0.00017879889921051757 -0.00031654318670335234 6.9591700827072243e-05 -0.00046841434427170072 0.00021099444202497296 7.7042092421705568e-05 -0.0002089939913377958 -0.000943890418193405 -0.00070025663505654187 0.00017179433792465144 -0.00014330819140020521 0.00010750600146340246 0.00090573726251154006 -0.0019356344791909529 0.00041739147831415822 0.0016803286232364675 -0.00052966542733241806 9.3566272383220774e-05 0.00091290299096322591 -0.0013708787530865238 0.0017510641747538838 0.00061625262762129485 0.0017309925151773944 -0.0012018268363765227 0.00016706480225603621 0.00049518386652894349 -0.00012499015597902929 0.00063869899930049049 -0.00018171245373640478 0.00029203873244786641 -0.00018018585539219747 0.00011540123746179197 0.00021856624772918629 0.0021096659149043261
leaf_weight=11318 65508 287 116 19668 8593 1963 30469 2226 1506 2906 1036 204 439 204 2282 22942 6704 3531 2343 904 935 24075 19615 64 428 6414 6656 10724 222 37 1901 30 874 7564 180 165 67 181 39 39 2479 230 5194 1207 1954 2109 856 49 159 35
leaf_count=11318 65508 287 116 19668 8593 1963 30469 2226 1506 2906 1036 204 439 204 2282 22942 6704 3531 2343 904 935 24075 19615 64 428 6414 6656 10724 222 37 1901 30 874 7564 180 165 67 181 39 39 2479 230 5194 1207 1954 2109 856 49 159 35
internal_value=0 5.20363e-06 2.72341e-05 2.60868e-05 6.75467e-05 0.000118306 9.5532e-05 0.000128322 -2.47912e-05 1.38877e-05 -5.66638e-05 6.1045e-06 -0.000133299 -0.000238375 -0.000307906 2.69472e-05 3.68066e-05 1.39728e-05 -7.11912e-05 8.52394e-05 -0.000173576 6.41757e-05 -0.000158906 -0.000437387 -0.000208594 4.49108e-05 -9.77188e-06 1.88749e-06 -0.000198981 0.000438668 0.00022538 -0.000363875 -0.000251845 -1.53217e-05 8.58903e-05 -0.00060771 9.87562e-06 0.000634118 7.97171e-05 0.000293957 0.000100747 0.000181916 -0.000185931 0.000414933 -9.8892e-06 8.87426e-05 0.000155707 -0.000767021 -0.000100336 0.000559744
internal_weight=0 268313 154694 154578 71690 44458 41288 32695 113619 51329 62290 34243 28047 2690 2486 31553 48393 41689 15461 6542 2298 26228 25281 1363 1934 29643 82888 76232 19923 308 4244 2936 1910 27232 24294 1069 23229 287 24114 220 2766 294 8919 3170 5358 3404 2965 86 5388 194
internal_count=279631 268313 154694 154578 71690 44458 41288 32695 113619 51329 62290 34243 28047 2690 2486 31553 48393 41689 15461 6542 2298 26228 25281 1363 1934 29643 82888 76232 19923 308 4244 2936 1910 27232 24294 1069 23229 287 24114 220 2766 294 8919 3170 5358 3404 2965 86 5388 194
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=51
num_cat=0
split_feature=4 11 5 8 8 5 12 8 5 7 1 2 5 9 10 9 3 6 0 8 1 1 5 7 13 0 10 0 8 7 10 4 9 3 8 5 8 5 10 3 7 9 0 1 10 13 1 9 2 4
split_gain=0.0681264 0.0591621 0.0599565 0.0588658 0.0558682 0.0665172 0.0524238 0.0509246 0.0896323 0.0412094 0.0372413 0.036379 0.043326 0.0427005 0.0393427 0.0624107 0.0427291 0.0403563 0.0399718 0.0392802 0.0421108 0.0336485 0.0418262 0.0323745 0.0306173 0.0300337 0.0293941 0.0284744 0.0277162 0.0274519 0.027417 0.0264506 0.0259119 0.0284832 0.0249644 0.0248447 0.03434 0.0322275 0.0279962 0.0247753 0.0241873 0.0241476 0.0248473 0.0344542 0.0239714 0.0366854 0.0361151 0.0288207 0.0235482 0.0246378
threshold=2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1925.0712920527774 3.5000000000000004 8.5000000000000018 2.5000000000000004 0.71240601503759404 1.5000000000000002 31.500000000000004 1.5000000000000002 1173.0767376433671 1.0000000180025095e-35 2392.1183921884472 2408.1508409761141 9.5000000000000018 6.5000000000000009 0.91833333333333345 481.22977250753871 0.95742753623188415 911.950011882387 3.5000000000000004 7.5000000000000009 0.33666666666666673 6.5000000000000009 4.5000000000000009 30.500000000000004 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 12.500000000000002 0.33012820512820518 18.500000000000004 8.5000000000000018 1.5000000000000002 476.23565573595209 886.51690191168416 0.26138716356107666 0.22792207792207794 3616.7164640063575 2.5000000000000004 3.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 11 5 7 21 8 -2 25 31 12 13 14 17 -16 -17 18 19 -4 39 22 41 32 -19 -8 -11 -15 -27 -12 -20 -9 -13 -34 -7 -5 37 38 44 -21 -6 42 -1 -44 -37 46 -46 -47 49 -3
right_child=1 48 3 35 40 34 9 10 -10 26 29 23 -14 27 15 16 -18 24 30 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 -32 -33 33 -35 -36 36 -38 -39 -40 -41 -42 -43 43 -45 45 47 -48 -49 -50 -51
leaf_value=-0.00017718375152261823 -3.4004166423818982e-05 -0.00023903622035258403 0.00075851296678967721 -5.7103130561748504e-05 -9.5370243676300061e-05 0.00015102349243595729 -0.00021629291533607566 -2.0628842980882994e-05 7.4262741710482639e-05 -0.00021097810253081127 -9.4237645955468869e-05 -6.829689069116748e-05 0.00054095916435392439 0.00017687249160762571 0.00010707517663435802 0.00052775503050520229 -0.00060059464601355111 -0.00027154639143096496 0.00010655478998218783 -3.5033110663550441e-05 -0.00031428098271811414 -0.00078946498056279451 0.00073059393051033142 0.0010289476890984464 0.00041474153117883111 -3.3452251694493607e-05 -0.00088412311727584637 0.00051569582917580271 -0.00033270576730621486 -0.0013306246876406173 0.0010930988458206627 0.00021160899353028632 -0.00011115348190122116 0.0011311357040990374 4.7787875068773229e-05 1.9844813106542819e-05 -0.00022434822781930132 0.00075566482152871059 0.00023432763434299032 0.00032813901438343934 -0.0017547006358985197 4.6796363340100388e-05 0.0018089024994808894 -1.4314226263130518e-05 -0.00042155879603369886 -0.00074470236994481336 -0.0022585111010509236 0.0014292285489700004 -0.00093824335095781669 0.0006896528378805473
leaf_weight=3029 37477 2046 182 8216 12555 6936 3085 43047 39021 4677 19338 3220 734 1318 5916 1465 89 1518 124 1065 764 134 197 73 182 16841 168 1171 811 45 163 1262 88 97 37609 890 690 215 1955 840 22 12287 26 7681 66 30 45 31 116 74
leaf_count=3029 37477 2046 182 8216 12555 6936 3085 43047 39021 4677 19338 3220 734 1318 5916 1465 89 1518 124 1065 764 134 197 73 182 16841 168 1171 811 45 163 1262 88 97 37609 890 690 215 1955 840 22 12287 26 7681 66 30 45 31 116 74
internal_value=0 1.13666e-05 1.38716e-05 7.83408e-05 3.69467e-06 1.06368e-05 -5.35846e-05 -6.27557e-06 2.12219e-05 -0.000103031 -3.93017e-05 0.000133268 0.000166001 0.000147401 0.000109205 0.000181147 0.000463133 -1.87502e-06 0.000104415 4.77956e-05 -6.68476e-07 5.78913e-07 5.13817e-06 -1.28994e-05 -0.000198073 -7.23565e-05 -0.000234319 0.000336279 -4.72011e-05 -9.71081e-05 0.000666857 -1.40143e-05 -3.52356e-05 0.000540209 6.38625e-05 -7.6792e-06 9.58565e-05 0.000164217 0.000122069 0.000125106 -9.82728e-05 -1.06931e-06 -5.585e-05 -8.1635e-06 -8.45847e-05 -0.000624947 -0.00116627 0.000360082 -0.000244575 -0.00020662
internal_weight=0 230695 228459 31147 197312 184735 48936 140190 76498 25582 63692 19009 15531 14797 12308 7470 1554 4838 3138 2851 2669 23354 23220 3478 1700 20737 4845 2489 17652 19383 287 44309 3405 185 44545 12138 3922 3232 3017 1905 12577 23023 10736 7707 1062 172 111 61 2236 2120
internal_count=279631 230695 228459 31147 197312 184735 48936 140190 76498 25582 63692 19009 15531 14797 12308 7470 1554 4838 3138 2851 2669 23354 23220 3478 1700 20737 4845 2489 17652 19383 287 44309 3405 185 44545 12138 3922 3232 3017 1905 12577 23023 10736 7707 1062 172 111 61 2236 2120
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=51
num_cat=0
split_feature=4 12 12 2 4 1 9 12 3 2 4 4 6 2 3 0 5 8 5 9 10 9 0 2 8 1 2 14 3 10 9 14 4 10 10 8 0 0 12 0 3 6 7 1 10 10 0 6 12 2
split_gain=0.0636489 0.0931621 0.0735831 0.0579101 0.0482536 0.0746851 0.0523519 0.0435685 0.0431914 0.0421666 0.0406633 0.0403032 0.0377328 0.105261 0.047158 0.0380766 0.0362533 0.0483505 0.0361678 0.0355446 0.0581028 0.0476068 0.0437605 0.0373433 0.0412211 0.0356505 0.0346707 0.0420573 0.042418 0.0404784 0.0380771 0.0339701 0.0335362 0.0385145 0.0329777 0.0329349 0.0498695 0.0324872 0.0378305 0.0323081 0.0322133 0.0348282 0.0312042 0.0324073 0.0331819 0.0306576 0.0321792 0.0302388 0.0291956 0.028356
threshold=4.5000000000000009 1.5000000000000002 5.5000000000000009 1.5000000000000002 8.5000000000000018 2969.5094685919271 4.5000000000000009 10.500000000000002 38.500000000000007 2.5000000000000004 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 16.500000000000004 928.78428753650576 6.5000000000000009 4.5000000000000009 8.5000000000000018 2.5000000000000004 0.39339826839826847 1.5000000000000002 1187.5997340955021 1.5000000000000002 1.0000000180025095e-35 1256.6969142107553 2.5000000000000004 0.38956639566395673 13.500000000000002 0.04819976771196284 2.5000000000000004 0.29864864864864871 2.5000000000000004 0.95553359683794481 0.52440476190476204 1.5000000000000002 1364.7041533538422 611.80760200160705 4.5000000000000009 1321.1033005038273 13.500000000000002 1.5000000000000002 2.5000000000000004 3616.7164640063575 0.53950103950103967 0.48074074074074075 1124.0910823067372 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 11 39 7 -6 9 12 -8 -7 31 -1 13 14 -5 34 26 -18 -16 20 25 23 -23 24 -22 -2 27 35 -29 30 40 -11 33 -31 -15 36 -13 -14 49 -3 -28 -42 43 44 -21 -12 -47 -25 -32 -39
right_child=1 3 -4 4 5 6 8 -9 -10 10 45 16 37 15 18 -17 17 -19 -20 42 21 22 -24 47 -26 -27 29 28 -30 32 48 -33 -34 -35 -36 -37 -38 38 -40 -41 41 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.00010704798736102064 0.00035433619741869122 0.00052086655151746845 -0.00023259398321740518 -6.8818148767404339e-06 0.00028534772169079055 0.00089789813783853361 0.00053304047124631902 -0.00075361255310579312 0.0028732155216857794 -0.00015620539418844293 -5.5426701151399142e-05 5.9650619978013304e-05 8.9766361258352139e-05 -0.00019651316397406658 0.00012013882175859395 0.0016189885687910848 0.00028475405825307892 -5.5129364318709946e-05 0.00089819463979884005 0.00022385585970780841 0.00020749465404679222 0.00021789229442714951 0.001106255762305678 0.00017106881506286155 -0.0022962325345724822 -9.0864386038313067e-05 -0.00035906060559727905 -4.771513576630991e-05 6.7806056248234255e-05 -0.00017095500258360082 0.00018320969557432851 0.00013017667826545427 -5.0303667601280894e-05 -0.0020635598589217774 -0.00066773652113029619 -4.0270780073996025e-05 -0.0018285498746471213 -2.4636449800897987e-05 3.9800065699250509e-05 0.0032334215318163238 0.0002291270436898052 -0.00030702334108450728 0.00048368819128223085 -0.0011266848334950434 -0.00021313235162125229 0.0013423662707332412 0.00033076722532101449 7.0846644965817821e-06 -0.00012083904610742326 -0.00011901934359328699
leaf_weight=10986 489 23 3966 11932 3623 122 190 198 22 4203 306 39042 4402 2469 13770 27 2392 1860 151 4240 31 5832 142 4674 35 5591 859 44495 9674 6095 4322 1374 28463 27 437 10917 35 14083 8638 21 836 475 922 48 484 109 282 7054 966 18297
leaf_count=10986 489 23 3966 11932 3623 122 190 198 22 4203 306 39042 4402 2469 13770 27 2392 1860 151 4240 31 5832 142 4674 35 5591 859 44495 9674 6095 4322 1374 28463 27 437 10917 35 14083 8638 21 836 475 922 48 484 109 282 7054 966 18297
internal_value=0 2.87065e-05 -1.98228e-05 2.03494e-06 1.09216e-06 0.000102904 2.87488e-06 -1.29076e-05 0.000775889 -2.27472e-05 -4.06495e-05 -1.45959e-05 -1.09312e-05 3.38549e-05 6.60591e-05 -0.00025001 -7.84532e-06 0.000136075 0.000128578 0.000105158 7.83587e-05 0.000124012 0.000239008 6.57635e-05 -0.00112024 -5.5058e-05 -1.20308e-05 3.43802e-06 -2.70843e-05 -5.03555e-05 5.5294e-05 -8.56497e-05 -7.31381e-05 -0.000179302 -0.000267375 3.65093e-05 5.79594e-05 -3.93154e-05 -5.31683e-05 0.0018155 -0.000121069 3.48697e-05 0.000217399 0.00016595 0.000179084 0.000319417 0.000612773 7.24378e-05 0.000127667 -7.79695e-05
internal_weight=0 114221 165410 84679 84635 10231 6608 74404 212 6396 6274 161444 74206 28786 25853 2933 150458 4252 13921 29542 23848 17768 5974 11794 66 6080 146206 104163 54169 42043 7458 5577 34585 6122 2906 49994 39077 45420 41018 44 2170 1311 5694 4772 4724 697 391 11728 5288 32380
internal_count=279631 114221 165410 84679 84635 10231 6608 74404 212 6396 6274 161444 74206 28786 25853 2933 150458 4252 13921 29542 23848 17768 5974 11794 66 6080 146206 104163 54169 42043 7458 5577 34585 6122 2906 49994 39077 45420 41018 44 2170 1311 5694 4772 4724 697 391 11728 5288 32380
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=51
num_cat=0
split_feature=11 5 8 5 3 8 13 8 13 14 2 1 1 10 5 10 10 4 1 9 2 5 3 0 8 5 8 6 5 8 5 1 4 7 5 14 6 9 10 6 5 13 2 12 0 7 2 0 3 10
split_gain=0.0603639 0.0597867 0.150953 0.0584598 0.0553595 0.0534699 0.0468192 0.0425873 0.0413729 0.0397895 0.0375862 0.0387001 0.0339796 0.0335269 0.0331364 0.045039 0.0336813 0.0328073 0.0321682 0.0322308 0.0318559 0.0301332 0.0323269 0.0528921 0.0297515 0.0287462 0.0302521 0.0279794 0.0278738 0.0387569 0.0388097 0.0310128 0.0277795 0.0292844 0.0264843 0.0262117 0.032058 0.0257048 0.0265173 0.0255705 0.0311497 0.0308205 0.0408919 0.0260603 0.0251331 0.0248754 0.0279114 0.0241662 0.0267172 0.0236014
threshold=1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 4.5000000000000009 10.500000000000002 4.5000000000000009 0.68857758620689669 1.0000000180025095e-35 0.10620300751879701 0.57979626485568769 1.5000000000000002 1379.8125525987941 1285.6662227182744 0.71240601503759404 9.5000000000000018 0.96609195402298864 0.96225071225071235 4.5000000000000009 3049.3733999235665 3.5000000000000004 3.5000000000000004 5.5000000000000009 23.500000000000004 942.80558483579864 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 13.500000000000002 3521.6014656366374 7.5000000000000009 1.5000000000000002 4.5000000000000009 0.19399641577060936 1.5000000000000002 2.5000000000000004 0.35067567567567576 3.5000000000000004 7.5000000000000009 0.52440476190476204 3.5000000000000004 2.5000000000000004 355.87763915758541 2.5000000000000004 2.5000000000000004 1146.5960345662522 42.500000000000007 0.11834733893557424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 24 13 9 7 20 49 39 11 12 -10 -3 16 -16 17 -11 32 -20 34 22 -8 35 25 -4 -27 -22 -7 30 -30 -32 33 44 -6 -24 -37 38 -35 40 -5 45 43 -43 -12 46 -42 48 -33 -1
right_child=-2 2 3 5 6 28 21 -9 10 14 18 -13 -14 -15 15 -17 -18 -19 19 -21 27 -23 23 -25 -26 26 -28 -29 29 -31 31 47 -34 37 -36 36 -38 -39 -40 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00020178682137464814 -0.00023664750714848904 9.6700318159023886e-05 -0.00010564014319451023 2.7745890094338041e-05 0.00013745545743239738 -0.00017431614167558271 0.00015345341927995175 4.1233185619407245e-05 0.00054546671625024681 7.7133786840114299e-05 -0.00028223777454532329 -0.0014884818799882418 0.002421762292807991 -9.8739861903386476e-05 0.00048267301526899319 0.0025193313756365875 -0.00072165075484441517 0.00033766927079022626 -0.00065089072292965201 0.00018008375151951512 -0.00034655006546899339 0.00057758271752509976 0.00058066821451700833 -9.1885655584283764e-05 -0.0002312378630142113 1.0291451688276419e-05 -8.61427407341538e-05 6.5575895318275418e-05 6.6502422061745953e-05 -0.00028015664974160562 0.0018637954775907997 -0.00010275255938592767 0.00016173781675515715 -0.00024829539978257293 0.00039519704272043252 0.0037103764899075035 0.0013939902392586978 4.7590618003878781e-05 -6.9307223403040742e-05 -0.00013969713472921603 0.0004627819938372137 0.00069126015945335435 -0.0005442057286835102 0.0019502672948874533 2.4199967047928889e-06 0.00043674760450550221 -0.00015919633873841979 -0.00055889938957989218 0.002419397483269374 -6.2302898178228123e-05
leaf_weight=3514 2669 3193 15455 13788 16207 4054 9018 40246 227 2968 784 21 27 7016 153 33 105 2038 377 169 593 474 58 108 2335 22905 12610 1348 2550 832 54 21 2327 2855 1062 20 59 3001 7519 1928 241 255 59 49 70901 485 717 40 21 22142
leaf_count=3514 2669 3193 15455 13788 16207 4054 9018 40246 227 2968 784 21 27 7016 153 33 105 2038 377 169 593 474 58 108 2335 22905 12610 1348 2550 832 54 21 2327 2855 1062 20 59 3001 7519 1928 241 255 59 49 70901 485 717 40 21 22142
internal_value=0 2.2805e-06 2.16908e-05 -2.51615e-05 7.10767e-05 3.01809e-05 8.71133e-05 7.0469e-05 -2.55226e-05 6.8385e-05 -9.26805e-06 0.000574365 0.000744915 -3.76134e-05 0.000188468 0.000844016 0.000164612 0.000183201 -1.10933e-05 -0.000393684 0.00013172 0.000188747 0.000168849 0.000735543 -5.67141e-05 -4.87189e-05 -2.39486e-05 -6.03338e-05 -8.49509e-05 1.803e-05 0.000110395 0.000933371 -8.70284e-06 -1.33656e-05 0.000153306 0.00138782 0.00198042 -8.12849e-05 -0.000118566 3.20831e-05 5.33215e-05 0.00024858 0.000660403 0.000894192 -6.93231e-07 0.000144982 -2.72789e-06 0.000320653 0.00115832 -8.14075e-05
internal_weight=0 276962 163098 83696 79402 30391 69193 59456 113864 22819 88208 275 254 10209 5297 186 5111 5006 87933 546 19210 9737 9263 245 53305 50970 35515 1941 7572 3518 2686 136 87387 85060 17269 137 79 13375 10374 17522 15594 1806 363 304 71685 1443 958 82 42 25656
internal_count=279631 276962 163098 83696 79402 30391 69193 59456 113864 22819 88208 275 254 10209 5297 186 5111 5006 87933 546 19210 9737 9263 245 53305 50970 35515 1941 7572 3518 2686 136 87387 85060 17269 137 79 13375 10374 17522 15594 1806 363 304 71685 1443 958 82 42 25656
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=51
num_cat=0
split_feature=4 13 1 4 12 12 6 2 3 0 10 0 4 4 5 0 4 1 12 2 5 8 5 7 7 12 0 2 9 10 2 10 10 11 1 5 0 12 10 0 12 7 0 6 5 9 10 9 6 10
split_gain=0.0570966 0.0760559 0.05077 0.0446889 0.0589255 0.0446298 0.0434774 0.109112 0.0737287 0.0506081 0.0481111 0.0448212 0.0368565 0.0355195 0.0362185 0.0360285 0.0442504 0.0723842 0.034831 0.0382564 0.0330301 0.035914 0.0321064 0.0552624 0.0318872 0.0448042 0.0325133 0.0316996 0.0510105 0.0565701 0.0510329 0.045855 0.0457647 0.0412829 0.0408208 0.0361194 0.0389673 0.0361991 0.0357544 0.0340205 0.0333445 0.0323332 0.0316508 0.0739209 0.0347353 0.0307335 0.0456226 0.0724394 0.0294012 0.0316441
threshold=3.5000000000000004 0.87750000000000006 2263.042265477196 7.5000000000000009 3.5000000000000004 10.500000000000002 1.0000000180025095e-35 3.5000000000000004 16.500000000000004 557.89382435932782 0.35805860805860812 916.44505744395212 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 1187.5997340955021 2.5000000000000004 1318.6884290140154 7.5000000000000009 3.5000000000000004 18.500000000000004 9.5000000000000018 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 471.21305960643878 2.5000000000000004 2.5000000000000004 0.68496240601503777 3.5000000000000004 0.5270467836257311 0.94804318488529027 0.11882352941176472 3183.3810684193081 3.5000000000000004 809.90619584897706 4.5000000000000009 0.082207207207207214 762.92399468051701 4.5000000000000009 6.5000000000000009 755.3515593304021 2.5000000000000004 11.500000000000002 2.5000000000000004 0.3623737373737374 1.5000000000000002 1.0000000180025095e-35 0.61200716845878145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 5 -5 6 7 8 -2 -8 11 -9 -6 -1 15 24 -17 -18 -14 -20 21 42 23 -10 26 45 48 34 30 33 31 40 -33 38 -11 -34 -37 -38 39 -30 -29 -32 43 -4 -44 46 -26 -48 -15 -50
right_child=1 -3 20 4 12 -7 9 10 22 27 -12 -13 18 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31 41 32 35 -35 -36 36 37 -39 -40 -41 -42 -43 44 -45 -46 -47 47 -49 49 -51
leaf_value=-0.00030169207573872415 7.3117438691583211e-06 0.00011631940486716739 -0.00035948567499500536 0.00015889277208151485 -4.2763042066196802e-05 -0.0007759015842950666 9.5037820315755717e-05 -0.00014185405101323147 0.00013221741916402018 -8.9945413034015525e-06 -0.00052597332573909119 0.0020755234786876196 0.00038284911561041983 -0.00013000627506366008 0.00039122281801396569 0.00219721240689978 0.0012342294667880135 -0.0018000360298901796 0.00038032709749389161 -0.0009284090509150332 0.0010720906256465243 -0.0015804558914775651 0.0005233478640813622 -0.00052514846351287296 -0.00015276348107315114 -0.0001378649264323475 2.4103416320222609e-05 -0.00026855618901243269 5.9036687378651513e-06 -0.00049329745351704398 0.00035202752470534469 -4.8810112774811887e-07 -0.00053647279206579628 -0.0016793813756925777 0.0019009509843661882 0.00024563973298937197 -0.00045180321423746964 0.00018833801227810911 7.4997012250020633e-05 -0.00026367672317975215 -1.4856460217328129e-05 0.0020470055452392446 -0.00031728307127355088 0.00064364654502513255 0.0003857812411705889 8.5913289359164127e-05 -7.1036893605314245e-05 0.00011698008512253738 0.00014687926301307696 -0.00012045538412472047
leaf_weight=1121 38561 17636 411 10413 9270 187 7414 2496 16568 32119 1039 23 967 7453 536 40 57 30 106 118 50 48 507 326 7315 11499 43269 7311 3285 577 233 6995 767 36 28 503 837 300 9165 1818 1574 32 2902 332 187 5364 15684 7608 2569 1945
leaf_count=1121 38561 17636 411 10413 9270 187 7414 2496 16568 32119 1039 23 967 7453 536 40 57 30 106 118 50 48 507 326 7315 11499 43269 7311 3285 577 233 6995 767 36 28 503 837 300 9165 1818 1574 32 2902 332 187 5364 15684 7608 2569 1945
internal_value=0 1.79792e-05 -2.83919e-05 6.68621e-06 7.46917e-05 -4.01112e-06 -2.92185e-06 2.87945e-05 4.58644e-05 -2.87837e-05 -0.00023969 -0.000121608 -9.12302e-06 -2.17563e-05 -1.87205e-05 -2.08572e-05 0.000820776 0.000187931 0.00025271 -0.000309096 -0.000204817 -0.000221272 0.000131298 0.000119532 -2.1898e-05 -5.19506e-05 3.92934e-06 -4.2782e-05 -7.68694e-05 -7.91032e-06 -0.000132183 -0.000142166 -6.51978e-05 1.16694e-05 -7.33098e-06 -0.000253251 -0.000120793 -0.000282901 1.59361e-05 -9.01373e-05 -0.000223613 0.000556704 -0.000204246 8.87511e-05 -0.000274721 -2.4486e-05 -4.38339e-05 -9.62383e-06 -6.90139e-05 3.16897e-05
internal_weight=0 171211 108420 153575 20874 132701 132514 59520 55962 72994 3558 2519 10461 104490 103369 102833 127 87 1191 224 3930 3880 17401 16894 102706 47470 55236 65580 33433 14881 18552 18287 9402 14304 32147 2407 1640 1137 14268 5103 8885 265 3832 743 3089 35971 30607 23292 11967 4514
internal_count=279631 171211 108420 153575 20874 132701 132514 59520 55962 72994 3558 2519 10461 104490 103369 102833 127 87 1191 224 3930 3880 17401 16894 102706 47470 55236 65580 33433 14881 18552 18287 9402 14304 32147 2407 1640 1137 14268 5103 8885 265 3832 743 3089 35971 30607 23292 11967 4514
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=51
num_cat=0
split_feature=4 2 1 9 10 5 10 9 10 10 6 0 2 1 7 2 6 0 9 3 0 0 3 10 3 10 10 7 13 6 5 4 2 0 5 7 0 3 3 10 9 0 14 14 3 7 4 4 10 4
split_gain=0.0540842 0.059662 0.092522 0.0787929 0.103679 0.101706 0.0608634 0.0485 0.153357 0.095427 0.0623234 0.0718499 0.0804384 0.0611941 0.0602312 0.0618815 0.095669 0.0794621 0.0821753 0.0585638 0.0576416 0.0571224 0.0570172 0.0555498 0.0530265 0.0527216 0.0491031 0.0479663 0.0476057 0.0475577 0.0473922 0.0473069 0.0447529 0.0609589 0.0438532 0.0740897 0.0450388 0.0493858 0.0424193 0.0423383 0.0418952 0.0403319 0.0400114 0.0398384 0.0396309 0.0370338 0.0369963 0.0369494 0.0366282 0.0358027
threshold=1.5000000000000002 2.5000000000000004 3134.7261784906077 1.5000000000000002 0.18274582560296851 2.5000000000000004 0.6478537360890303 2.5000000000000004 0.68496240601503777 0.45080645161290328 2.5000000000000004 625.94960935577217 3.5000000000000004 1302.6062074709064 2.5000000000000004 3.5000000000000004 1.5000000000000002 737.86994514254707 3.5000000000000004 10.500000000000002 1159.2799263297591 1203.0768547389173 10.500000000000002 0.04819976771196284 32.500000000000007 0.24695121951219515 0.41042780748663105 1.0000000180025095e-35 0.065942028985507259 2.5000000000000004 9.5000000000000018 6.5000000000000009 3.5000000000000004 1020.4796647730221 7.5000000000000009 2.5000000000000004 1033.4556649327824 28.500000000000004 22.500000000000004 0.71240601503759404 2.5000000000000004 989.51400485044212 0.60263157894736852 0.81365740740740755 18.500000000000004 1.0000000180025095e-35 5.5000000000000009 10.500000000000002 0.087595907928388769 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 40 28 38 9 14 13 19 -12 -13 48 15 22 45 29 26 39 -14 -10 25 -15 -24 -9 41 44 -6 -18 31 -8 -25 -34 36 -36 47 -38 -7 -11 -5 -19 -37 -44 -2 -17 -30 -21 -3 -28
right_child=1 7 -4 4 5 6 30 8 21 10 11 12 20 23 -16 16 17 18 -20 34 -22 -23 24 32 -26 -27 49 -29 46 -31 -32 -33 33 -35 35 42 37 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00010706524231115244 1.8087948589565046e-05 -0.00043249761112101144 0.0014362869135421251 -5.3240461512285695e-05 -7.1376109247734261e-05 0.00010628367824128927 0.00030591198390831411 -6.5158262395654184e-05 -0.00046154929404787211 -1.8578952374959102e-05 0.00031954554257615861 -0.00027388683954997982 0.00079311545139606815 -2.5410363345359404e-06 0.00016716364208306357 -0.00030030817990685195 5.1025791181217363e-05 -0.00043778667849421536 0.00020055709226261841 4.7837123329812701e-05 -0.0019286371457080049 0.0019444891568273306 6.9568202082191918e-05 -0.00019328651103671715 0.0011648565500493263 -0.00068513800147557385 -0.0008328058853318605 -4.5646808771569935e-05 6.5166089558365843e-05 0.00038439966237145771 0.0026791967213450171 0.00085403106309976716 0.00085194295771233355 -0.00071602929851377313 5.7881947351411297e-05 0.0006508956547520324 -0.00076111677112199042 -7.1962944736774447e-05 0.00051909009275692263 -0.00049339205772617849 8.5223304196490053e-05 -0.0012878617098128113 0.0037698080186687765 0.0012032859043554509 0.00023322527532615135 -9.443735389801917e-05 0.00023839340608610901 0.00068598014083192749 0.00016415966685424507 0.00040939357443221526
leaf_weight=11318 37022 287 116 19668 5623 7336 4543 1506 1860 1024 704 4455 264 5358 6877 3613 2391 904 938 24000 21 25 24703 19615 111 444 75 43594 22245 1936 22 431 222 86 795 355 339 1115 680 867 7564 165 21 54 2272 5525 3578 229 2479 256
leaf_count=11318 37022 287 116 19668 5623 7336 4543 1506 1860 1024 704 4455 264 5358 6877 3613 2391 904 938 24000 21 25 24703 19615 111 444 75 43594 22245 1936 22 431 222 86 795 355 339 1115 680 867 7564 165 21 54 2272 5525 3578 229 2479 256
internal_value=0 4.51623e-06 2.47225e-05 2.36633e-05 6.20478e-05 0.000109108 0.000226673 -2.29949e-05 1.29919e-05 -5.26493e-05 3.35923e-06 -0.000151786 -0.00022179 -0.000121031 2.98667e-05 7.68539e-06 -7.07694e-05 7.328e-05 -0.000161587 3.26871e-05 0.000592565 -0.000429639 5.40096e-05 -0.00014546 7.44677e-05 -0.000206323 -0.000404223 -9.5356e-06 6.04606e-05 0.000200185 0.000363648 0.000353407 -0.000183896 0.000414133 5.15888e-05 0.000343859 3.76484e-05 -0.000232639 0.000141302 -0.000236275 -1.47806e-05 -0.000568996 0.000872585 0.00192191 3.05273e-05 -0.000175835 8.91682e-05 5.38685e-05 0.000102251 0.000127928
internal_weight=0 268313 154694 154578 71690 44458 13012 113619 51329 62290 34243 5444 4740 28047 49444 42567 15803 6665 2338 28799 285 1885 26764 25281 24814 1950 1400 82888 31446 4327 4996 4974 19923 308 26908 1225 25683 1454 8016 1891 27232 1069 430 75 39294 9138 25823 24229 2766 331
internal_count=279631 268313 154694 154578 71690 44458 13012 113619 51329 62290 34243 5444 4740 28047 49444 42567 15803 6665 2338 28799 285 1885 26764 25281 24814 1950 1400 82888 31446 4327 4996 4974 19923 308 26908 1225 25683 1454 8016 1891 27232 1069 430 75 39294 9138 25823 24229 2766 331
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 8 8 5 5 5 7 8 7 8 2 5 1 1 0 13 6 0 4 7 2 9 10 9 4 10 0 0 14 12 10 0 0 7 14 14 1 0 3 6 12 6 8 14 14 7
split_gain=0.0530247 0.0548105 0.0947181 0.0614705 0.0861201 0.0416411 0.0401305 0.0477462 0.0362861 0.0348733 0.0347391 0.0325587 0.0277288 0.0273863 0.0262915 0.0270161 0.0253231 0.0235897 0.0262916 0.0231915 0.0334049 0.031629 0.028764 0.0229944 0.0221436 0.0488376 0.0415595 0.0883435 0.0482959 0.0406182 0.0345792 0.0336729 0.0284222 0.030518 0.0333458 0.0322036 0.0282272 0.0271027 0.0263469 0.0247282 0.0346342 0.0238305 0.0234896 0.0266821 0.0231741 0.0294355 0.0230567 0.0228472 0.0248041 0.021
threshold=1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 3.5000000000000004 8.5000000000000018 1828.8036808517843 1925.0712920527774 1242.5784396434321 0.58957219251336912 3.5000000000000004 765.4296869705621 6.5000000000000009 4.5000000000000009 3.5000000000000004 2.5000000000000004 0.68237250554323736 1.5000000000000002 8.5000000000000018 0.6478537360890303 1289.0088005912796 1013.9723183850269 0.029857397504456332 6.5000000000000009 0.50490196078431382 851.91169544844706 995.44446815408207 4.5000000000000009 0.6478537360890303 0.16496598639455784 3091.4684149673285 1104.0542682349771 22.500000000000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.10762548262548265 0.19399641577060936 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 14 7 16 -4 19 12 -6 -5 -10 15 -3 -1 18 -8 20 24 22 -22 -19 25 26 30 28 -28 32 37 -31 -26 44 -35 -36 -30 46 39 40 -29 -42 -40 -44 45 -34 -7 -27 -49 -50
right_child=-2 2 8 10 11 9 17 -9 13 -11 -12 -13 -14 -15 -16 -17 -18 23 -20 -21 21 -23 -24 -25 29 47 27 38 36 31 -32 -33 33 34 35 -37 -38 -39 42 -41 41 -43 43 -45 -46 -47 -48 48 49 -51
leaf_value=-2.1030043234296694e-05 -0.00022179526959573159 0.00025939462633965297 -0.00015771356647744598 -4.2869249301989357e-05 9.818822234807336e-05 -8.0197804724245263e-06 -4.9677777654076014e-05 4.1511001643380984e-05 5.2031717358430752e-05 0.0001908640231045942 -0.0015065214193046338 2.288901987056467e-05 -0.00014498395629215598 -0.00011909384159573625 -0.00012606480316671817 0.0012804147940628217 -0.0001218894247401083 -0.00013933371098429428 0.0016795085086910564 0.00012537160696987656 3.6227177979678891e-05 -0.00027865859445343313 0.0011870787677707995 -0.00082640242384396487 -0.0013986510564447255 -1.7679689148934555e-05 -2.0803905407801413e-05 0.00060352313030450277 0.001040167188437518 -0.00042657665476326657 0.00054673707022305149 -0.0020510906861293025 -9.9265112877898942e-05 0.0002208151224106089 5.9678048793492574e-07 0.0024909116307218725 0.00024595141676157019 -0.00073378358876397898 0.00057991277244640418 0.00015456031141727205 -0.0014976678154198454 0.00012888097123658028 0.00055140829977712465 0.0030430919575420295 -0.00019684784945624584 0.00034806759903729012 -0.00020006991060434731 0.00050463632698613883 0.00013937279549438629 0.00055750272087870924
leaf_weight=39111 2669 3528 5998 27340 21830 4867 27352 33065 7154 4876 42 41929 8784 3473 453 66 7401 6789 22 7822 358 1516 64 124 37 871 8631 764 149 280 224 36 933 371 21 34 449 157 313 1613 32 76 21 22 1549 607 2302 844 2317 345
leaf_count=39111 2669 3528 5998 27340 21830 4867 27352 33065 7154 4876 42 41929 8784 3473 453 66 7401 6789 22 7822 358 1516 64 124 37 871 8631 764 149 280 224 36 933 371 21 34 449 157 313 1613 32 76 21 22 1549 607 2302 844 2317 345
internal_value=0 2.13737e-06 4.30558e-05 -9.9537e-06 2.14424e-06 7.96448e-05 -2.39083e-05 -4.424e-06 -5.93891e-05 6.50517e-05 -6.93706e-05 4.86702e-05 -6.76997e-05 -3.89367e-06 0.000232899 0.000278145 -3.70788e-05 -6.91296e-05 -4.82881e-05 4.87471e-05 2.86365e-05 -0.000172087 0.000210764 -0.000151658 4.25967e-05 6.04916e-05 2.68011e-05 8.43551e-05 9.30313e-06 -6.84228e-05 -6.5209e-05 -0.000611648 -2.00954e-05 -5.58427e-06 0.000391141 0.00154006 0.000443841 -8.39199e-05 0.000328162 0.00027053 0.000485047 -0.000353059 0.00073045 0.00182622 -6.02961e-05 7.70537e-05 -6.9688e-05 0.00021151 0.000268448 0.000193563
internal_weight=0 276962 63173 213789 177623 46548 113864 79577 16625 42501 36166 63759 36124 10627 4047 3594 46512 34287 27374 37625 29803 1938 422 6913 27865 23997 19620 12070 9229 3868 7550 316 3552 3515 426 55 598 7326 2841 2485 872 108 356 43 3089 1540 7169 4377 3506 2662
internal_count=279631 276962 63173 213789 177623 46548 113864 79577 16625 42501 36166 63759 36124 10627 4047 3594 46512 34287 27374 37625 29803 1938 422 6913 27865 23997 19620 12070 9229 3868 7550 316 3552 3515 426 55 598 7326 2841 2485 872 108 356 43 3089 1540 7169 4377 3506 2662
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=51
num_cat=0
split_feature=4 12 12 2 13 7 3 9 10 5 11 4 5 10 10 0 9 4 1 5 9 1 5 1 0 7 3 6 5 6 2 9 10 1 9 9 1 14 1 1 5 12 4 13 14 0 13 4 3 1
split_gain=0.0531108 0.0696848 0.0530625 0.046737 0.0657293 0.0600231 0.0542481 0.0500656 0.0873962 0.0850919 0.0432684 0.0425915 0.0463667 0.0423503 0.0752736 0.0718629 0.0439346 0.0356354 0.0352003 0.0351174 0.037013 0.040891 0.0348118 0.0346429 0.0320246 0.0307697 0.0299099 0.0297272 0.0296684 0.0289289 0.0489323 0.0419978 0.0405321 0.0403596 0.0357733 0.0346472 0.0275358 0.0269529 0.026588 0.0264865 0.0258736 0.0253486 0.0433488 0.0349033 0.0247672 0.024417 0.0243804 0.0242647 0.0237767 0.0483788
threshold=6.5000000000000009 2.5000000000000004 7.5000000000000009 2.5000000000000004 0.40270270270270275 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 0.28759398496240607 4.5000000000000009 0.23205128205128209 9.5000000000000018 12.500000000000002 0.036375661375661381 0.077935222672064791 781.39118733466205 3.5000000000000004 2.5000000000000004 2790.319728588885 2.5000000000000004 2.5000000000000004 1863.9377009148143 8.5000000000000018 2692.3630167879473 481.22977250753871 2.5000000000000004 22.500000000000004 4.5000000000000009 9.5000000000000018 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.63762626262626265 2408.1508409761141 4.5000000000000009 1.5000000000000002 1957.9177137252361 0.084219858156028379 940.61843036718403 4197.4883033117148 2.5000000000000004 5.5000000000000009 12.500000000000002 0.28062500000000007 0.84292763157894746 880.4064522592422 0.6198686371100165 7.5000000000000009 26.500000000000004 3007.5741317529969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 3 4 5 6 -1 24 -9 40 13 12 29 15 16 19 23 44 37 20 -5 -22 -11 -15 46 26 -7 28 36 30 31 32 33 -3 -31 -34 -2 -13 -26 -29 -10 -20 -43 -44 -16 -36 -6 -47 49 -19
right_child=1 11 -4 10 7 25 -8 8 9 22 -12 18 -14 14 17 -17 -18 48 41 -21 21 -23 -24 -25 38 -27 -28 39 -30 34 -32 -33 35 -35 45 -37 -38 -39 -40 -41 -42 42 43 -45 -46 47 -48 -49 -50 -51
leaf_value=-1.3567886586587751e-05 0.00028209550520350089 9.2876419729261774e-05 -0.00028755547905651055 -0.00014180375927016562 9.7710651206745657e-05 -5.168846523656507e-05 0.00010446434957894822 9.9130552703131995e-06 0.00010947910317781417 0.00053498521211908226 -0.00072452722055650642 -0.00036154813692723003 0.0014790148273973232 -0.00021918243938903287 -0.00017216784323713648 -0.00028064288188968384 6.8741618799820817e-05 -2.3779308166556774e-05 0.00018114773160411699 0.00021703642033883233 0.00019531668289129859 -0.00010555847084339125 0.0017443360123649207 -0.00068076714265571199 0.001041890227967927 -0.0001722718873173112 0.0002345392979472868 -0.00014443698668567889 0.00084561376734786943 -7.8798317813920919e-05 -0.00022052683614961658 0.00038864517614828798 4.469739987255855e-05 -0.00042240470393204474 0.00017762703440692148 0.0004762118214028594 0.00011090649547818428 0.0007269891133643235 2.9517836835297996e-05 -0.0019963809789624067 0.00027381378130413519 -0.00022533726889988751 0.00026648526700075674 0.0022361300895378617 8.0959906502434351e-05 6.2015197472646845e-05 -0.00014028872516413024 0.0018297832117109053 0.00011134481074089619 -0.00088914701673611831
leaf_weight=33011 3041 815 1696 2216 1359 36678 13806 13838 9595 1073 228 67 51 6006 6407 1460 1295 53150 2920 3754 3631 1639 63 436 65 5393 936 557 155 14447 1223 1209 1360 712 180 707 10323 376 29140 20 3192 1138 358 24 1138 30 5168 55 3328 162
leaf_count=33011 3041 815 1696 2216 1359 36678 13806 13838 9595 1073 228 67 51 6006 6407 1460 1295 53150 2920 3754 3631 1639 63 436 65 5393 936 557 155 14447 1223 1209 1360 712 180 707 10323 376 29140 20 3192 1138 358 24 1138 30 5168 55 3328 162
internal_value=0 5.3516e-05 -8.87266e-06 -6.88815e-06 9.58932e-06 -1.79353e-05 2.1239e-05 4.85286e-05 9.89004e-05 0.000187345 -3.66616e-05 4.47151e-06 -2.6741e-05 -3.48083e-05 -4.9672e-05 4.93672e-05 -0.000197002 -3.19125e-05 0.000137356 9.22333e-05 2.96483e-05 0.000101743 0.000602053 -0.000250423 9.39352e-06 -6.058e-05 -4.45659e-05 0.000142837 0.000157838 -3.0444e-05 6.18288e-05 0.000133726 4.79723e-05 -0.000147386 -6.82387e-05 0.000192293 0.000149861 0.000562357 3.1771e-05 -0.000208629 0.000150502 9.49519e-05 -7.06348e-05 0.000390233 -0.000133989 0.000507439 -9.07344e-05 0.00120587 -1.83149e-05 -2.64089e-05
internal_weight=0 39768 239863 238167 153317 89824 46817 63493 27761 13923 84850 25672 20789 84622 71922 12700 7737 64185 4883 11240 7486 5270 1136 6442 35732 43007 37614 14096 13519 20738 6026 4803 3594 1527 14712 2067 13364 443 29205 577 12787 4440 1520 382 7545 265 6527 85 56640 53312
internal_count=279631 39768 239863 238167 153317 89824 46817 63493 27761 13923 84850 25672 20789 84622 71922 12700 7737 64185 4883 11240 7486 5270 1136 6442 35732 43007 37614 14096 13519 20738 6026 4803 3594 1527 14712 2067 13364 443 29205 577 12787 4440 1520 382 7545 265 6527 85 56640 53312
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=51
num_cat=0
split_feature=4 13 12 14 3 6 2 4 9 1 0 9 10 1 10 5 0 14 10 2 1 4 14 8 5 3 8 7 4 7 14 1 12 7 8 10 13 10 2 9 10 0 10 1 9 10 10 1 5 10
split_gain=0.0502667 0.0768583 0.062787 0.0386812 0.0427343 0.0372095 0.0953038 0.0670498 0.0512614 0.0538675 0.0490421 0.0480867 0.0528602 0.0481387 0.0409546 0.0404964 0.0390135 0.0472677 0.0358118 0.0356534 0.0626723 0.0470382 0.044134 0.0354571 0.0433902 0.0327795 0.0364305 0.0320536 0.0299329 0.0448688 0.036785 0.034698 0.0293929 0.0285633 0.0361569 0.0277266 0.0276292 0.0275444 0.0654448 0.0346347 0.0395886 0.0445312 0.0355773 0.0282037 0.0273084 0.0550804 0.0394968 0.0272863 0.0261795 0.0471063
threshold=4.5000000000000009 0.87750000000000006 4.5000000000000009 0.28730158730158734 11.500000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 4.5000000000000009 4197.4883033117148 563.95790788497868 2.5000000000000004 0.65450928381962881 2452.3200893468074 0.92724867724867732 7.5000000000000009 928.78428753650576 0.080540540540540564 0.27386363636363642 2.5000000000000004 3091.4684149673285 8.5000000000000018 0.30495169082125612 1.5000000000000002 4.5000000000000009 29.500000000000004 1.5000000000000002 1.5000000000000002 8.5000000000000018 2.5000000000000004 0.3623737373737374 3241.4713401430272 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.063508064516129045 0.045983086680761107 0.74133811230585434 2.5000000000000004 2.5000000000000004 0.28388278388278393 473.58088045802202 0.19756097560975613 1200.5930205483244 2.5000000000000004 0.35388994307400384 0.45584415584415588 3091.4684149673285 6.5000000000000009 0.77913279132791347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 23 37 6 7 15 10 -10 -7 12 13 -9 48 32 18 -18 -8 20 21 -12 -21 24 27 33 -27 -1 -24 -30 31 -31 -2 36 47 -4 -13 39 -39 42 -41 -42 43 -5 45 -6 -46 -35 -14 -50
right_child=1 -3 35 4 44 8 16 11 9 -11 19 25 14 -15 -16 -17 17 -19 -20 22 -22 -23 28 -25 -26 26 -28 -29 29 30 -32 -33 -34 34 -36 -37 -38 38 -40 40 41 -43 -44 -45 46 -47 -48 -49 49 -51
leaf_value=5.5711394758953806e-05 4.1087252592832237e-06 0.00016814763537893607 -0.00032432359195181065 -3.2896795143174591e-06 -0.00012127649095589617 0.00016204714337665521 -8.1708276773852993e-05 0.00013126383154335081 0.00028294762107158064 0.0021180710461478503 4.136919638221608e-06 -0.0002511606360494625 0.00043838807595970701 -0.00030847955199326827 0.00014083623297193263 0.00066086068845659337 0.0019334526223879632 2.7282481440468818e-05 -0.00039894717507434985 -9.1815829472928441e-05 0.0011455067818103763 0.00037443642051172978 -1.327716618953364e-05 -4.3686361948078695e-05 0.00033907645564501283 0.0026220855093561112 0.00053554554707751286 -6.6098494080545889e-05 3.1965903968439711e-05 0.0019111531878782746 0.00029035903152263033 0.00056305799224627836 0.00012742437100351153 0.00081831417972395241 0.0024931376272191606 -0.00010207762360984981 0.00038026930995298881 -7.7634616473156928e-05 -0.00048074836918678588 -5.5986600712464183e-05 -0.00068520214198884819 -8.1533305899724923e-05 7.6018573331496404e-05 -0.00020674429048431111 0.00011639802510955732 2.2405829572563882e-05 -0.0001395572152700374 -0.0010699776130162978 -0.00022528587505803445 0.0026189655360507758
leaf_weight=35216 20076 8723 1703 5621 9066 3733 2051 1673 835 42 22237 200 1214 991 2495 260 46 111 1571 25777 124 892 10874 14990 1224 35 52 6379 1499 78 523 123 6364 215 30 7976 1295 28286 1044 3875 609 613 10059 2444 9266 25239 1800 21 24 37
leaf_count=35216 20076 8723 1703 5621 9066 3733 2051 1673 835 42 22237 200 1214 991 2495 260 46 111 1571 25777 124 892 10874 14990 1224 35 52 6379 1499 78 523 123 6364 215 30 7976 1295 28286 1044 3875 609 613 10059 2444 9266 25239 1800 21 24 37
internal_value=0 2.55109e-05 -1.76161e-05 -9.93626e-06 -2.90828e-05 1.37171e-05 5.26808e-05 7.84496e-05 -8.91315e-06 0.000370833 -1.39699e-05 0.000202739 0.00013817 -3.23194e-05 0.000258643 3.98966e-05 -0.000185859 0.000585778 -0.000219307 -2.45462e-05 2.44284e-05 1.8418e-05 -5.38409e-05 2.24958e-05 4.56648e-05 0.000427543 0.00137496 3.70307e-05 2.08998e-05 0.00018808 0.000511304 0.0010862 3.37903e-05 0.000380738 0.000858128 -0.000141181 0.000295797 -5.97742e-05 -9.19834e-05 -1.90913e-05 -0.000134239 -0.00038238 1.32916e-05 -6.49441e-05 6.46557e-06 -1.5566e-05 7.47642e-05 0.000650288 0.000489175 0.00149992
internal_weight=0 114221 165410 155731 97922 105498 38761 34982 66737 877 65860 8282 6434 2664 3770 26700 3779 157 3622 62127 23253 23129 38874 57809 42819 1848 87 41595 13097 2223 724 201 26440 1761 266 9679 1495 52551 29330 23221 5097 1222 18124 8065 45371 34305 11066 236 1275 61
internal_count=279631 114221 165410 155731 97922 105498 38761 34982 66737 877 65860 8282 6434 2664 3770 26700 3779 157 3622 62127 23253 23129 38874 57809 42819 1848 87 41595 13097 2223 724 201 26440 1761 266 9679 1495 52551 29330 23221 5097 1222 18124 8065 45371 34305 11066 236 1275 61
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=51
num_cat=0
split_feature=4 2 1 9 10 5 13 4 7 10 9 10 10 6 1 11 10 7 1 2 2 6 0 9 10 3 14 3 0 5 14 2 0 0 10 10 10 0 9 1 12 0 10 4 8 10 5 4 10 9
split_gain=0.0481483 0.0484544 0.0792983 0.0655085 0.0861555 0.0881371 0.0531616 0.0480982 0.04392 0.0426102 0.0422471 0.138393 0.0787314 0.0551006 0.0536638 0.0531322 0.0510423 0.0487643 0.048605 0.0559538 0.045143 0.0810474 0.0697625 0.0748477 0.0470536 0.0469362 0.0446179 0.0441697 0.0418775 0.0414451 0.0410919 0.0397385 0.0548294 0.0381552 0.036988 0.0362319 0.0357918 0.0484986 0.0399325 0.0577963 0.0499087 0.0352252 0.0400936 0.0345925 0.0363869 0.0433302 0.0409644 0.0341636 0.0340797 0.0334316
threshold=1.5000000000000002 2.5000000000000004 3183.3810684193081 1.5000000000000002 0.17445652173913045 4.5000000000000009 0.077677224736048281 5.5000000000000009 2.5000000000000004 0.94201680672268917 2.5000000000000004 0.61200716845878145 0.45080645161290328 3.5000000000000004 1302.6062074709064 0.11882352941176472 0.04819976771196284 2.5000000000000004 1878.9294241168266 3.5000000000000004 3.5000000000000004 1.5000000000000002 737.86994514254707 3.5000000000000004 0.49418604651162795 10.500000000000002 0.75337837837837851 10.500000000000002 1203.0768547389173 8.5000000000000018 0.5270467836257311 3.5000000000000004 1020.4796647730221 989.51400485044212 0.24695121951219515 0.71240601503759404 0.33666666666666673 750.05186893448547 3.5000000000000004 3741.8673850150876 6.5000000000000009 928.78428753650576 0.5270467836257311 13.500000000000002 1.5000000000000002 0.68496240601503777 6.5000000000000009 11.500000000000002 0.75337837837837851 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -6 -8 9 -2 12 15 14 27 -3 17 -16 20 -15 -20 25 41 26 24 33 34 -23 35 48 47 43 -18 -33 -24 -12 -14 37 -19 39 -39 -41 -22 49 44 46 -46 -29 -27 -13 -43
right_child=1 10 -4 4 5 -7 7 -9 -10 -11 11 28 13 18 16 -17 31 36 19 -21 21 22 23 -25 -26 29 -28 30 -30 -31 -32 32 -34 -35 -36 -37 -38 38 -40 40 -42 42 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00010101918431356702 -1.3000798087636694e-05 9.8771860862713627e-05 0.0015675343564677847 -1.5240865696929381e-05 -3.068618133713446e-05 0.00035077202965095905 8.2080002304548913e-05 0.00024739470656573377 -0.0001317292503391691 9.4449827976480282e-05 -6.4253643761162863e-05 -0.00022292820692494707 -1.1849247237260551e-05 0.00052738337955780281 3.8003478379256961e-06 -0.0010625634465726431 -0.00017888986147884865 0.00025459525494041121 -0.00034636535629714989 0.00051793090294499882 -0.00016516527700912966 0.00014992513102627964 -0.00037141322768272512 0.00020711609619898658 0.00041528257677383388 6.8511347758459191e-05 0.00069208290890067207 3.9534683604972486e-05 0.0014528088922174101 0.00083884686802344205 0.00014823156619856196 0.00080870548000340015 -0.00067834796723324222 -0.0011792185968734401 -0.0005949216267739152 -0.00044896515570036179 0.00035019137740999596 -7.5549624231077844e-05 0.00023042399037830107 -0.00039405534251314733 -0.0018551994125697423 -0.00031377740225500681 0.0023714957740157846 0.0007244668010845276 -0.00023879610692957066 -4.0217501756054536e-06 0.00069183547819378949 0.0015689095606687357 -0.00059569105843442947 0.0010663415815630188
leaf_weight=11318 65508 2766 83 26361 8730 3215 28181 5214 6663 10739 1505 2604 1036 204 5358 110 19615 2323 2282 204 8592 3767 1007 921 164 23774 422 13668 34 177 6414 222 86 171 420 874 1851 1397 780 174 88 110 25 166 2858 6292 245 38 802 73
leaf_count=11318 65508 2766 83 26361 8730 3215 28181 5214 6663 10739 1505 2604 1036 204 5358 110 19615 2323 2282 204 8592 3767 1007 921 164 23774 422 13668 34 177 6414 222 86 171 420 874 1851 1397 780 174 88 110 25 166 2858 6292 245 38 802 73
internal_value=0 4.2612e-06 2.2471e-05 2.16415e-05 5.66392e-05 9.84308e-05 7.9172e-05 0.000107891 -8.62467e-06 2.13307e-06 -2.05317e-05 1.30553e-05 -4.82084e-05 2.66511e-06 -0.000110321 3.50596e-05 -0.000133198 3.75866e-05 -0.000214558 -0.000275442 1.73409e-05 -5.09086e-05 8.36993e-05 -0.000139991 -0.000378207 5.751e-05 0.000204542 2.11841e-05 -0.000293271 7.65719e-05 3.62006e-05 -0.000170041 0.000393489 -0.000488675 -0.000180036 -0.00021187 0.000163616 9.1094e-05 -6.46311e-05 -0.000203355 -0.000884821 -0.000149601 0.00049334 5.26657e-06 8.99979e-08 -7.73535e-05 5.10213e-05 7.09057e-05 -0.000310701 0.000236762
internal_weight=0 268313 154694 154611 71701 45340 42125 33395 82910 76247 113619 51329 62290 34243 28047 47889 25281 47779 2690 2486 41166 15252 6452 2263 1342 25914 4189 31553 3440 23989 29643 19923 308 1178 1925 1910 6613 4762 2439 1659 262 8800 208 23229 23063 9150 13913 23812 3406 183
internal_count=279631 268313 154694 154611 71701 45340 42125 33395 82910 76247 113619 51329 62290 34243 28047 47889 25281 47779 2690 2486 41166 15252 6452 2263 1342 25914 4189 31553 3440 23989 29643 19923 308 1178 1925 1910 6613 4762 2439 1659 262 8800 208 23229 23063 9150 13913 23812 3406 183
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=51
num_cat=0
split_feature=4 1 8 5 4 13 5 11 9 0 2 10 14 5 8 3 4 14 6 4 7 5 6 2 5 7 7 10 0 2 9 10 9 2 5 5 5 5 2 9 10 5 5 0 0 4 1 2 0 3
split_gain=0.0454044 0.0516635 0.0511631 0.104609 0.0539998 0.0437501 0.0428417 0.0414645 0.0388116 0.0654879 0.0379396 0.0539669 0.039581 0.067745 0.0362447 0.0359811 0.0350479 0.0346618 0.032723 0.0316629 0.0344061 0.0303325 0.02927 0.0441106 0.037235 0.0416328 0.0353415 0.0342968 0.0370015 0.0293455 0.0289229 0.102285 0.0376374 0.0398688 0.0470892 0.027809 0.0268226 0.0263172 0.0258461 0.0487546 0.0492042 0.0318841 0.0273686 0.0317454 0.0251106 0.0257642 0.0306292 0.0335272 0.0536936 0.0461517
threshold=7.5000000000000009 2275.0720736400158 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.61651583710407254 3.5000000000000004 0.028445512820512824 4.5000000000000009 1070.0586822807675 1.5000000000000002 0.88303693570451447 0.32200460829493094 2.5000000000000004 11.500000000000002 10.500000000000002 2.5000000000000004 0.30495169082125612 1.5000000000000002 12.500000000000002 6.5000000000000009 13.500000000000002 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 4.5000000000000009 4.5000000000000009 0.31643132220795894 916.44505744395212 4.5000000000000009 2.5000000000000004 0.35388994307400384 1.5000000000000002 2.5000000000000004 8.5000000000000018 3.5000000000000004 4.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 0.57979626485568769 4.5000000000000009 9.5000000000000018 933.44303385326884 760.373837362372 16.500000000000004 4197.4883033117148 3.5000000000000004 1187.5997340955021 42.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 7 -5 10 17 -10 11 -6 13 -13 16 -7 -12 18 19 20 38 -19 23 24 26 -26 35 28 -25 -24 31 -17 -33 34 36 -18 -34 -21 39 40 -3 -41 43 -42 -20 46 -46 49 -49 -48
right_child=1 8 4 6 5 15 -8 -9 9 -11 14 12 -14 -15 -16 30 22 21 44 37 -22 -23 29 27 25 -27 -28 -29 -30 -31 -32 32 33 -35 -36 -37 -38 -39 -40 41 42 -43 -44 -45 45 -47 47 48 -50 -51
leaf_value=-3.4536159229528484e-05 0.00026883852650857565 -0.00021865010673758641 -0.00044195455951978602 5.5923334475596891e-05 0.0020830525821835108 -5.7026881571051381e-05 0.00023337835686943658 -0.00031973354367775277 0.00036931292675313789 0.0031727852828970014 -9.6164164373987982e-05 -4.5603234917880637e-05 -0.00034607937549911813 0.0033758307412347713 -0.00174385364934419 -0.00016466066075015342 -4.6239679253600336e-06 0.00012577719081742464 0.00021787184847919087 0.00036843343813175704 -0.0012802836535841808 0.0016943218109513364 -5.0694701994384781e-05 -8.7137143360159995e-05 0.00030414242533941481 0.0019771050622512123 -0.00055354777716345061 -0.00044451551539340133 0.0020247664804282114 0.00030268807203836894 0.00016290218743485307 3.3573106224132197e-05 0.00021981670795464213 5.3772307912998063e-05 0.0021343604726384263 9.1392016535433919e-05 0.00058717951474469246 0.0017132033607871881 -0.00011085695600818201 0.0002484908814876346 0.00046952122310661557 0.00087080315722821121 0.0019241005616177889 3.1974715790822403e-05 -0.00010399074946445814 0.0016135635126071674 -0.00039321284951481959 -0.00048301672009879094 -0.002070397252317713 0.0016540107993124468
leaf_weight=45541 2838 1328 768 52665 49 9502 3636 1276 392 22 19002 39 114 23 31 5104 31650 5355 558 174 49 31 53499 1676 529 40 272 888 21 594 5136 10350 2587 2846 35 9900 615 46 1797 846 570 272 22 1520 4922 21 117 260 67 36
leaf_count=45541 2838 1328 768 52665 49 9502 3636 1276 392 22 19002 39 114 23 31 5104 31650 5355 558 174 49 31 53499 1676 529 40 272 888 21 594 5136 10350 2587 2846 35 9900 615 46 1797 846 570 272 22 1520 4922 21 117 260 67 36
internal_value=0 7.02675e-05 -5.77694e-06 2.18078e-05 -2.37224e-05 -2.16605e-05 6.73836e-05 -3.62332e-05 3.96484e-05 0.00051829 -3.3176e-05 0.000615476 0.000206889 0.00122364 -3.44118e-05 2.65202e-05 -3.39629e-05 2.86342e-05 -1.67317e-05 5.98195e-05 3.9558e-05 0.000134805 -2.20324e-05 7.77284e-06 2.00005e-05 0.00042175 1.45346e-05 -0.000192747 -6.10028e-05 -4.68142e-05 5.62831e-05 3.08573e-05 9.15841e-05 0.000190288 0.000310313 1.82535e-05 0.000290375 0.000649613 4.97346e-05 0.000113048 1.98231e-05 0.000399894 0.000169772 0.000151306 -0.000101513 -0.000134376 -0.000141171 -0.000522422 -0.00080826 8.84868e-05
internal_weight=0 21243 258388 101842 156546 155778 56301 119603 18405 414 118327 225 176 62 118102 36175 118071 17991 12605 6624 6404 5386 99069 44976 42391 569 41822 2585 1697 54093 26673 21537 16433 6083 3237 41550 3202 220 6355 4558 3440 1118 2112 2090 5981 5423 5402 480 327 153
internal_count=279631 21243 258388 101842 156546 155778 56301 119603 18405 414 118327 225 176 62 118102 36175 118071 17991 12605 6624 6404 5386 99069 44976 42391 569 41822 2585 1697 54093 26673 21537 16433 6083 3237 41550 3202 220 6355 4558 3440 1118 2112 2090 5981 5423 5402 480 327 153
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=51
num_cat=0
split_feature=5 4 5 8 9 10 9 6 5 0 10 11 5 2 0 2 7 2 10 2 4 0 0 9 1 7 5 6 13 6 3 14 3 14 12 5 14 4 5 8 1 4 10 3 2 14 4 9 10 10
split_gain=0.0434485 0.044452 0.042654 0.127885 0.0472285 0.0721222 0.0812743 0.0598172 0.060958 0.0539376 0.0493555 0.0435636 0.0409909 0.040216 0.064454 0.0463581 0.036434 0.0422796 0.0358075 0.041116 0.049284 0.044377 0.0375847 0.0354939 0.0419976 0.0348874 0.0343758 0.0393601 0.0343021 0.0327621 0.036069 0.0316126 0.0314023 0.031319 0.0311928 0.0351907 0.0302394 0.0297752 0.0295839 0.0295672 0.0293011 0.0269347 0.0258461 0.0255956 0.0288816 0.026005 0.0254925 0.0250887 0.0657431 0.0439263
threshold=18.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.68496240601503777 1.5000000000000002 2.5000000000000004 4.5000000000000009 1321.1033005038273 0.76568627450980398 0.13423423423423428 4.5000000000000009 3.5000000000000004 1159.2799263297591 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.13100686498855837 3.5000000000000004 11.500000000000002 498.23485570905876 658.36447093627214 3.5000000000000004 3007.5741317529969 2.5000000000000004 6.5000000000000009 2.5000000000000004 0.47913043478260875 3.5000000000000004 29.500000000000004 0.2022727272727273 10.500000000000002 0.04210992907801419 3.5000000000000004 7.5000000000000009 0.78679653679653694 7.5000000000000009 9.5000000000000018 1.0000000180025095e-35 3521.6014656366374 8.5000000000000018 0.71240601503759404 26.500000000000004 2.5000000000000004 0.16496598639455784 15.500000000000002 2.5000000000000004 0.45080645161290328 0.17752100840336138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 12 5 9 46 8 -8 13 11 18 32 15 -15 41 17 -3 22 20 21 -20 -6 24 43 -17 27 -23 -11 30 -26 -32 42 -18 35 -10 -21 -25 -39 -34 -33 -5 -4 44 -24 -46 -7 49 -49 -35
right_child=-2 2 3 4 10 6 7 -9 34 28 -12 -13 -14 14 -16 25 33 -19 19 36 -22 26 23 37 29 -27 -28 -29 -30 -31 31 40 39 47 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=-0.00030464550887456595 0.0011236767331696642 1.195288307749153e-05 8.7670937049622066e-05 -5.8559136593890312e-05 0.00011956470597884438 -4.5616783654609098e-05 8.637336367310096e-05 -0.00019792601352527591 0.00041631862739581699 0.00026467246658382065 -0.00049992098007845074 -0.0012855349938378866 0.00018472231335714089 0.00063597994765827916 -0.0015431734316639211 -0.00015804457291660785 -0.00049859971259511677 -0.0002268165245492928 -0.00041916920183090648 -2.5442046914814611e-05 0.0022414515088492975 0.00020864062608733007 8.3559889955882836e-05 -3.6809142786594376e-05 -0.00079835232220318167 -0.0003725938193548555 0.00052397607035493065 -0.00019079836157424713 0.0017377759905282928 -0.0009979588085492464 -0.0004044873477617341 -0.00010417117790149694 0.00011442061006405039 -0.00017931747182939008 0.00010911153285312193 0.001071204734435014 0.00047081318627723327 0.0003585145822246083 0.0023277632344979797 4.1482364286944123e-05 0.0011781234976858547 0.0011811972992290976 -8.3929333591852901e-05 0.00041192071747459783 -7.2927108671494075e-06 -0.00039774694223234579 0.0016970808468093829 6.4504094232010342e-05 -0.00024793793700042158 -4.3882281610366446e-05
leaf_weight=1195 86 58219 3213 10181 2849 29346 5189 1203 1412 488 418 61 6338 317 38 11142 390 1915 300 5260 29 5415 965 1160 238 2283 740 696 43 232 239 99 20626 7252 680 240 326 411 20 42573 81 44 6921 229 674 1161 21 10343 2011 34319
leaf_count=1195 86 58219 3213 10181 2849 29346 5189 1203 1412 488 418 61 6338 317 38 11142 390 1915 300 5260 29 5415 965 1160 238 2283 740 696 43 232 239 99 20626 7252 680 240 326 411 20 42573 81 44 6921 229 674 1161 21 10343 2011 34319
internal_value=0 -3.45691e-07 9.60715e-07 1.73164e-05 -2.56378e-05 -4.76272e-05 -4.56323e-06 0.000129438 0.0001818 -0.000114482 3.81096e-05 4.87255e-05 6.27286e-05 -0.000125508 0.000402718 -0.000133437 -2.24621e-05 4.34914e-06 5.25784e-05 0.000105252 0.000184399 0.000176057 -2.78751e-05 -0.000104124 -0.000184999 -0.00019453 0.000202122 0.000163147 0.000383963 -0.000487167 -0.000306796 -2.75833e-05 5.2185e-05 -5.21458e-05 0.000394137 0.000511459 3.5195e-06 9.50384e-05 0.000449895 6.52869e-05 0.000472861 -5.32242e-05 -2.95232e-05 -9.63138e-05 -0.00013788 -0.000254332 -4.43706e-05 -4.89169e-05 1.36444e-05 -6.75088e-05
internal_weight=0 279545 278350 163901 84230 62627 38091 8724 7521 24536 21603 21185 79671 24005 355 23650 114449 60134 21124 12766 7180 7151 8358 5509 3918 13425 6851 6111 531 889 657 419 73333 54315 2332 1652 5586 1591 431 63199 180 10225 10134 3029 2800 1835 29367 53925 12354 41571
internal_count=279631 279545 278350 163901 84230 62627 38091 8724 7521 24536 21603 21185 79671 24005 355 23650 114449 60134 21124 12766 7180 7151 8358 5509 3918 13425 6851 6111 531 889 657 419 73333 54315 2332 1652 5586 1591 431 63199 180 10225 10134 3029 2800 1835 29367 53925 12354 41571
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=51
num_cat=0
split_feature=4 12 12 7 2 4 3 3 14 2 10 9 5 10 1 1 10 0 7 1 14 13 8 1 5 1 0 0 6 2 6 13 10 2 9 10 10 10 1 6 2 3 10 6 2 5 0 7 3 9
split_gain=0.0423705 0.0676889 0.0667787 0.0492443 0.0487978 0.0417417 0.0430042 0.0380144 0.0488863 0.0442674 0.0378899 0.0459619 0.0450487 0.0402554 0.0616082 0.0347225 0.033055 0.0327928 0.03274 0.0321459 0.0317943 0.0307276 0.030805 0.0303204 0.0334069 0.0299999 0.0451231 0.0332346 0.0298036 0.0397991 0.0287112 0.0283073 0.0281075 0.0701338 0.0278711 0.0304485 0.0300287 0.0289097 0.0275131 0.0268002 0.0336107 0.0267924 0.0324944 0.0293148 0.0412429 0.0265824 0.0257998 0.0257118 0.0376371 0.0254105
threshold=5.5000000000000009 2.5000000000000004 6.5000000000000009 1.5000000000000002 3.5000000000000004 9.5000000000000018 42.500000000000007 13.500000000000002 0.30495169082125612 2.5000000000000004 0.62645348837209314 2.5000000000000004 10.500000000000002 0.85092592592592597 1744.8375241711753 2936.4214567341296 0.82426470588235301 488.71890150328699 2.5000000000000004 2503.1236745302976 0.15075757575757578 0.73431372549019625 1.0000000180025095e-35 1670.9124033635953 2.5000000000000004 1413.8554805408253 861.95849707912703 1222.5833773881889 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 0.087595907928388769 0.77598566308243744 2.5000000000000004 2.5000000000000004 0.41277890466531447 0.084523809523809543 0.39339826839826847 3741.8673850150876 1.0000000180025095e-35 2.5000000000000004 30.500000000000004 0.95293466223698797 6.5000000000000009 3.5000000000000004 9.5000000000000018 1321.1033005038273 13.500000000000002 30.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 3 7 10 6 28 8 20 21 11 18 13 14 17 47 -16 -12 -5 -7 -1 22 -9 -2 34 27 -27 -22 29 49 -14 -10 39 46 37 36 -36 -25 41 40 -33 42 43 -11 -45 -8 -34 48 -15 -3
right_child=1 5 -4 4 -6 19 45 9 31 38 12 -13 30 15 16 -17 -18 -19 -20 -21 25 -23 -24 24 -26 26 -28 -29 -30 -31 -32 32 33 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-2.6034712766779201e-05 0.00020107759210728749 2.8087383764385383e-05 -0.00026064080069716636 -0.00012073211729090314 0.00015144361997666391 0.00099775077671018591 -0.00032778772927651354 0.00015155809762907907 -0.0001136884574596522 -7.2278681834459164e-06 -8.7493660519549887e-05 -1.0230421911753847e-05 0.00079723289472465291 -6.1245170113307705e-05 -0.00016868142404455463 -0.00072671625922807973 0.00058400556037668144 0.00040151875923916504 -0.00029595422448076792 0.00010918206475241492 0.00010304501713792869 0.00022295200678696596 2.8746644425371846e-05 -0.00019027216490041861 0.00012057703939955534 -1.1638536781648891e-05 -0.0021835754984446494 0.0014637822150770162 -6.3125346245559991e-05 -0.00016992213790870689 -0.00046278406177986079 1.508980640775671e-05 -4.1441805384541602e-05 -0.00041321059634182435 -1.1329523747759675e-06 -0.00015375451501239032 0.00033638056788303449 1.6346920176905354e-05 -0.0013010095993749708 6.6056422536283285e-05 -0.00013723894041514986 0.00056900397718017846 -0.00046880016718138105 8.5607315132381936e-05 0.0015232289543685813 0.0017234163833044086 -0.0017946431169375068 -0.0016629696716263425 0.0018425914288785024 0.00021174423577044666
leaf_weight=14136 5117 7302 2651 7474 2626 104 22 6956 10625 29193 435 5734 254 16676 1651 198 160 1618 4144 4779 15866 3317 19199 2444 13582 6642 24 45 23420 1986 55 12039 27864 1339 1104 780 1635 5509 41 12235 5179 202 379 149 75 56 21 25 26 2538
leaf_count=14136 5117 7302 2651 7474 2626 104 22 6956 10625 29193 435 5734 254 16676 1651 198 160 1618 4144 4779 15866 3317 19199 2444 13582 6642 24 45 23420 1986 55 12039 27864 1339 1104 780 1635 5509 41 12235 5179 202 379 149 75 56 21 25 26 2538
internal_value=0 3.35604e-05 -1.12873e-05 -8.08779e-06 -5.70905e-05 -8.91668e-06 -2.78581e-05 4.07244e-06 -1.38801e-05 3.60537e-05 -7.13326e-05 -0.000126063 -2.63196e-05 -3.52271e-05 0.00011039 -6.84716e-05 -0.000102182 0.000297904 -0.000183232 0.000128107 3.2769e-05 7.959e-05 6.14087e-05 9.01669e-05 6.75146e-05 6.95873e-05 -1.94583e-05 0.000106893 -3.04534e-05 3.42496e-05 0.000572958 -3.85926e-05 -2.49945e-05 -5.97355e-05 4.69255e-06 0.000121854 0.00020034 -4.71482e-05 -6.66079e-06 9.47632e-06 -3.07291e-05 -4.89172e-06 -8.78241e-06 -2.85568e-06 0.000566954 0.00114487 -4.27621e-05 -6.06798e-05 -5.82815e-05 7.54574e-05
internal_weight=0 70378 209253 206602 41076 40207 35324 165526 106015 59511 38450 17352 21098 20789 3864 16925 1811 2053 11618 4883 36713 29472 26155 30171 25054 22577 6666 15911 35246 11826 309 69302 58677 29224 11472 3519 2739 7953 30039 29453 17218 29998 29796 29417 224 78 27885 16727 16702 9840
internal_count=279631 70378 209253 206602 41076 40207 35324 165526 106015 59511 38450 17352 21098 20789 3864 16925 1811 2053 11618 4883 36713 29472 26155 30171 25054 22577 6666 15911 35246 11826 309 69302 58677 29224 11472 3519 2739 7953 30039 29453 17218 29998 29796 29417 224 78 27885 16727 16702 9840
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 8 5 5 6 2 1 14 14 10 7 8 12 4 1 1 6 13 10 0 7 13 13 3 10 4 6 2 10 6 0 4 10 14 6 13 7 7 6 9 6 14 0 0 14 1
split_gain=0.040519 0.0413696 0.057654 0.0563641 0.0732395 0.0492825 0.0675569 0.0320067 0.027828 0.0285207 0.0335332 0.0345155 0.0409224 0.028719 0.0273435 0.0255181 0.0250204 0.0252046 0.0301369 0.023901 0.0238116 0.0360706 0.0257151 0.0244136 0.0238033 0.0217752 0.0217047 0.0240579 0.0212567 0.0357711 0.0340717 0.0232051 0.0348933 0.0292577 0.0224586 0.0210565 0.0221013 0.0340652 0.0212391 0.024937 0.0210338 0.0209679 0.0257588 0.0244638 0.0235876 0.0209275 0.0250073 0.0382073 0.0208536 0.0207292
threshold=1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 4.5000000000000009 4197.4883033117148 0.14119601328903655 0.23606811145510839 0.62645348837209314 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 3906.2051313837133 1828.8036808517843 2.5000000000000004 0.40270270270270275 0.96609195402298864 1086.8692189335923 10.500000000000002 0.30860805860805868 0.69337606837606847 31.500000000000004 0.81322674418604668 10.500000000000002 5.5000000000000009 3.5000000000000004 0.59761904761904772 2.5000000000000004 760.373837362372 5.5000000000000009 0.96490147783251246 0.23166368515205729 1.0000000180025095e-35 0.18065268065268067 4.5000000000000009 2.5000000000000004 6.5000000000000009 2.5000000000000004 3.5000000000000004 0.53033088235294124 961.9848145785071 933.44303385326884 0.44281045751633991 1894.0094888517563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 19 8 24 10 -10 13 -13 -12 49 -6 17 18 35 -1 21 -9 23 -23 26 -18 -3 -28 30 -30 31 -8 33 -33 -32 41 38 40 -37 -40 -38 42 -17 44 -43 46 47 -22 -39 -7
right_child=-2 2 -4 -5 15 14 28 20 9 -11 11 12 -14 -15 -16 16 25 -19 -20 -21 45 22 -24 -25 -26 -27 27 -29 29 -31 34 32 -34 -35 -36 36 37 48 39 -41 -42 43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.6554772537020589e-05 -0.00019388422180583833 8.1668534130954545e-05 -0.00011786776511539166 -7.9310621486254358e-05 0.00012556091237477112 -2.4262346453041971e-05 8.8505293416447559e-05 0.00027590723786048233 -6.1954588929472474e-05 0.00088741048908756259 -0.002304595548271116 0.0017081931783733042 -0.0010757721799371101 -0.00013002077202227985 -0.00036680165875096517 2.936470494425086e-05 -0.00029725330453730746 0.00067961302143861784 -0.00060683700799321139 -0.00011454115161811806 -0.00010955518278455614 0.00064109772289866365 0.002604052056752456 0.0021039510255350786 0.0014528356270271947 0.001336021164232599 0.00022874642326806071 0.001514129125437624 7.3580437148883543e-06 0.0013333270739417013 0.0014321010410161476 -9.095565630068887e-05 -0.00072803772652532065 0.00039572074680248857 0.00022437816253911412 0.00016420821573703175 0.00048167926715905198 0.0021707179238243651 -4.1130078759668954e-05 0.00011120329937637384 -0.0011824147355380572 -0.00011787067534278821 0.00073740983982218517 0.00014855844900577318 -0.00061046955161416373 0.0006215540427835616 0.00023499434701565946 -0.0018660203809849917 0.00056508712661572 -8.2947164098349293e-05
leaf_weight=39111 2669 12080 3473 22494 9586 55654 26883 409 2042 74 49 22 33 22 646 30276 723 154 180 7401 137 177 24 34 33 21 2255 37 18992 51 76 2037 186 364 78 5283 64 42 4927 5908 27 2516 129 798 269 164 318 40 39 20624
leaf_count=39111 2669 12080 3473 22494 9586 55654 26883 409 2042 74 49 22 33 22 646 30276 723 154 180 7401 137 177 24 34 33 21 2255 37 18992 51 76 2037 186 364 78 5283 64 42 4927 5908 27 2516 129 798 269 164 318 40 39 20624
internal_value=0 1.8684e-06 6.86088e-05 -3.72675e-06 3.56877e-06 -1.31109e-05 1.09429e-05 0.000104689 8.60093e-05 -7.7854e-05 -0.000110801 -0.000902428 3.7814e-05 -0.00163078 -4.28729e-05 5.06729e-05 3.66944e-05 4.09258e-05 3.89765e-05 -3.21464e-05 0.000343335 0.000559553 0.00105322 0.000876818 0.000111513 -0.000251153 0.000108433 0.000249496 5.21241e-05 1.09092e-05 7.8618e-05 7.47417e-05 -6.82835e-05 -1.71738e-05 0.000820397 4.12886e-05 8.80273e-05 0.000651807 8.2011e-05 4.19327e-05 -1.20629e-05 1.88873e-05 3.23687e-05 -9.55147e-05 -0.00016545 0.000132038 -3.01448e-05 -0.000506496 0.00139764 -4.01295e-05
internal_weight=0 276962 21423 255539 233045 172103 95179 17950 16647 2242 2168 126 55 71 76924 60942 51356 50612 50458 46512 1303 644 235 211 14405 744 14372 2292 48667 19043 29624 29470 2587 2401 154 50278 16290 172 16118 10835 91 33988 30405 3583 2785 659 495 177 81 76278
internal_count=279631 276962 21423 255539 233045 172103 95179 17950 16647 2242 2168 126 55 71 76924 60942 51356 50612 50458 46512 1303 644 235 211 14405 744 14372 2292 48667 19043 29624 29470 2587 2401 154 50278 16290 172 16118 10835 91 33988 30405 3583 2785 659 495 177 81 76278
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=51
num_cat=0
split_feature=4 13 1 4 6 2 3 0 10 12 1 9 10 9 10 2 9 4 10 4 10 3 0 9 14 0 5 13 5 8 5 4 5 4 0 8 1 13 1 0 6 5 13 12 3 0 10 13 14 10
split_gain=0.0407168 0.0586917 0.042783 0.0324106 0.0341496 0.0895673 0.0630954 0.0422494 0.0376455 0.035546 0.0337483 0.0333765 0.036586 0.0330527 0.0436211 0.0711326 0.0447272 0.0406118 0.0337886 0.0328148 0.0308824 0.0304663 0.0299049 0.0567842 0.0300656 0.0285526 0.0281818 0.0272898 0.0271851 0.0318534 0.0271346 0.0269073 0.0265918 0.0261086 0.0298281 0.0426101 0.044157 0.0281041 0.0413628 0.0255189 0.0604615 0.0281362 0.0280135 0.038907 0.0249228 0.0570346 0.0300597 0.0497513 0.0260548 0.0354688
threshold=3.5000000000000004 0.87750000000000006 2263.042265477196 9.5000000000000018 1.0000000180025095e-35 3.5000000000000004 16.500000000000004 557.89382435932782 0.27386363636363642 7.5000000000000009 2969.5094685919271 2.5000000000000004 0.13100686498855837 3.5000000000000004 0.40238095238095245 3.5000000000000004 2.5000000000000004 10.500000000000002 0.55718954248366026 12.500000000000002 0.21913109756097562 27.500000000000004 1001.157454449629 2.5000000000000004 0.17752100840336138 928.78428753650576 3.5000000000000004 0.04819976771196284 18.500000000000004 9.5000000000000018 11.500000000000002 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1187.5997340955021 1.0000000180025095e-35 1273.6870778030454 0.49390243902439029 1324.6434901972355 755.3515593304021 2.5000000000000004 11.500000000000002 0.037749287749287756 3.5000000000000004 42.500000000000007 1095.150540518749 0.77913279132791347 0.080540540540540564 0.077677224736048281 0.28759398496240607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 30 4 5 6 -2 -6 25 11 -5 -8 27 14 15 16 -12 32 -16 -20 -19 -14 23 -17 -24 -7 -23 -13 29 39 33 -29 -18 -1 -35 36 -36 38 -37 40 -4 -41 43 -43 48 -46 47 -47 49 -9
right_child=1 -3 28 10 7 8 9 44 -10 -11 13 12 21 -15 18 22 17 20 19 -21 -22 26 24 -25 -26 -27 -28 31 -30 -31 -32 -33 -34 34 35 37 -38 -39 -40 41 -42 42 -44 -45 45 46 -48 -49 -50 -51
leaf_value=-0.00026058506560117513 7.5244944115549902e-06 0.00010157074242364669 -0.00032711640096683375 0.00036369572719705098 9.333043704633329e-05 -8.3951405239090354e-05 8.5145805719130533e-05 -0.00022728845047443973 -0.00036376958340622129 -0.00036037381666197837 -7.4464541456017443e-05 -0.00043718419660134661 0.00029510919611202223 0.00038397125103220315 0.00045735521458222395 0.0014376041600674702 -0.00029682683696306242 0.0003426300281425938 -8.5073802200775822e-05 0.0004608800222318889 0.0025258917116013396 0.0027422662724607759 -0.0013763023293207805 -0.00048857227358344382 -0.00026690761356516497 0.0014939272569508518 0.00075037648714066524 1.6671658284418312e-05 0.00097250096430070694 -0.0014809004751441535 0.00087510267126216445 0.0004866817075376058 0.001512217105898474 -1.6970618810172766e-05 0.00089314224270100782 0.0018702469979013717 -0.0022318349225679416 0.0028338620271533728 -0.00093664221376890233 -0.00028641132599410615 0.00058010632252174785 0.002748445449396968 1.8483003963999989e-06 -0.00021028182818554343 0.0024587111299765778 0.0021968881801253054 -0.0012968265495648416 -0.00071073709836890625 -2.0612627162540148e-05 -3.5798286018373148e-05
leaf_weight=1103 38773 17636 411 1156 7497 2525 14141 3804 1817 383 595 246 3481 673 616 42 74 25 1361 345 46 21 171 430 95 29 115 1307 50 48 85 397 28 103175 26 35 20 25 21 2902 332 25 142 20 33 28 29 31 66623 6638
leaf_count=1103 38773 17636 411 1156 7497 2525 14141 3804 1817 383 595 246 3481 673 616 42 74 25 1361 345 46 21 171 430 95 29 115 1307 50 48 85 397 28 103175 26 35 20 25 21 2902 332 25 142 20 33 28 29 31 66623 6638
internal_value=0 1.51828e-05 -2.39759e-05 5.26237e-06 7.70412e-07 2.85721e-05 4.47877e-05 -1.99899e-05 -0.000189802 0.000116701 0.000122717 0.000125972 0.000229677 6.08261e-05 4.014e-06 -0.000205567 0.000131285 0.000838923 0.000139944 2.5333e-05 0.00175714 0.000323792 -0.000556112 -0.000317175 -0.00098009 -6.6035e-05 0.00105795 5.51052e-05 -0.00018593 -0.000200858 -1.78846e-05 0.000126175 0.000199773 -1.86116e-05 -1.6028e-05 0.000749769 -0.000465543 0.00143995 0.000817664 -0.000184824 7.82644e-05 -0.000248105 0.000346353 0.00143346 -3.09966e-05 0.000686029 2.12733e-05 0.000669153 -3.21224e-05 -0.000105558
internal_weight=0 171211 108420 153575 147918 63235 58864 84683 4371 20091 5657 19708 5567 4501 3828 1506 768 173 2322 1706 71 3617 738 472 266 2554 136 1950 3930 3880 104490 1704 102 104405 103302 127 46 81 56 3832 743 3089 187 45 77186 121 88 59 77065 10442
internal_count=279631 171211 108420 153575 147918 63235 58864 84683 4371 20091 5657 19708 5567 4501 3828 1506 768 173 2322 1706 71 3617 738 472 266 2554 136 1950 3930 3880 104490 1704 102 104405 103302 127 46 81 56 3832 743 3089 187 45 77186 121 88 59 77065 10442
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=51
num_cat=0
split_feature=10 2 10 1 0 3 9 2 9 2 5 10 5 6 13 9 10 1 4 7 3 4 4 6 13 0 14 4 0 9 6 14 13 3 0 5 12 0 1 7 14 4 8 10 6 5 0 10 5 0
split_gain=0.0386767 0.0477814 0.043752 0.0765983 0.04215 0.0427543 0.0417523 0.0458655 0.0409766 0.104293 0.0762498 0.0681511 0.0485016 0.0507328 0.04127 0.0377265 0.0373132 0.0346292 0.0337884 0.0329448 0.0316553 0.0313168 0.0301659 0.0296804 0.028264 0.0329619 0.0625593 0.0369624 0.0281216 0.0280582 0.0276657 0.0276009 0.0274656 0.0268701 0.0299349 0.0263807 0.0341894 0.0301719 0.0368739 0.0459201 0.0417353 0.0307766 0.0293561 0.0277168 0.0259539 0.0257203 0.0480591 0.0366179 0.0316517 0.0251717
threshold=0.13100686498855837 4.5000000000000009 1.0000000180025095e-35 3616.7164640063575 690.31264847099226 32.500000000000007 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.58898944193061853 6.5000000000000009 1.0000000180025095e-35 0.065942028985507259 2.5000000000000004 0.077935222672064791 1008.5543500495641 5.5000000000000009 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 8.5000000000000018 1.5000000000000002 0.34698996655518399 1187.5997340955021 0.54415584415584417 7.5000000000000009 1113.5670458188422 2.5000000000000004 4.5000000000000009 0.15075757575757578 0.52440476190476204 22.500000000000004 1264.1367493995072 7.5000000000000009 7.5000000000000009 977.9268823093272 2606.2997478250472 4.5000000000000009 0.14119601328903655 13.500000000000002 3.5000000000000004 0.90121951219512209 2.5000000000000004 6.5000000000000009 1078.5099592134823 0.072299651567944254 7.5000000000000009 507.58253548202873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 20 -6 7 15 19 10 14 22 13 31 -10 -4 49 -11 -16 -2 -1 -19 29 -5 -15 44 27 -27 -7 33 -3 -13 -14 34 -12 36 42 38 -37 40 -40 -39 43 -21 -26 -8 47 48 -47 -9
right_child=8 30 6 23 5 28 45 16 9 17 11 12 32 24 18 -17 -18 21 -20 35 -22 -23 -24 -25 25 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 37 -38 41 39 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-1.1559732956618429e-05 1.7412958436898909e-05 0.00025215141280394797 -8.1261293287006667e-05 0.00028013279815717224 -7.9016233490387185e-05 0.001588165124906027 4.9363555487329638e-05 5.5625418139418472e-05 -7.0857743784464862e-05 -0.00058793320377287814 1.1676064586323614e-05 0.00072186257316715478 0.00052890024797157362 -2.3133911928286814e-05 4.8377885480230048e-05 0.00013130361470291957 -7.1560301742171572e-05 -0.00011469943633969572 0.00020661198820480162 -0.00010575243534549475 0.00012177792145584214 2.5011759198096973e-06 0.0010335130225698722 -0.0011944485930943413 0.00029672465896148927 -2.8985227960958213e-05 0.0036413638293743135 0.0022490542964078487 -0.00017455510003076466 0.00026629533375943578 0.0011690734145910634 0.00033756685872256579 0.0014266029493592213 0.00039225988007625547 -0.0014982250785440998 0.00016310965505618401 -0.00058093996274473467 -5.6933986885056103e-05 -0.00072498744861257056 0.0020230274042026424 0.0010079527573623704 0.0016496230399718993 -0.00020083533501021622 -1.5278724327155101e-05 -0.00040656380131610221 0.00056853075232621362 0.0028325113753618846 0.0011414191477039518 -0.0011696587479673327 -0.00025609511647741552
leaf_weight=8643 44265 575 8219 42 10402 64 2956 706 6392 258 6235 571 231 1604 25462 2798 6533 6239 3889 10916 9178 65947 83 182 1097 69 20 24 35 1565 96 2571 135 479 33 595 299 1228 51 66 109 27 2845 37705 149 55 22 84 50 7832
leaf_count=8643 44265 575 8219 42 10402 64 2956 706 6392 258 6235 571 231 1604 25462 2798 6533 6239 3889 10916 9178 65947 83 182 1097 69 20 24 35 1565 96 2571 135 479 33 595 299 1228 51 66 109 27 2845 37705 149 55 22 84 50 7832
internal_value=0 -3.61643e-05 -4.10342e-05 3.0039e-06 1.02879e-05 -6.91738e-05 -8.40051e-05 -0.000104817 9.56145e-06 2.87785e-05 8.38514e-05 0.000179016 0.000300952 0.000267436 4.42713e-05 -2.72759e-05 -0.0001615 -9.6951e-06 6.93439e-05 -1.45423e-05 5.71105e-05 -7.62841e-06 8.5025e-05 -0.000917965 0.00011901 0.00028678 0.00110447 0.000558896 0.000964981 7.55538e-05 0.000383335 0.000407405 0.00086002 3.13104e-05 3.72668e-06 -4.0814e-05 -4.7823e-05 0.000133953 0.000369626 0.000913329 0.000455578 -2.02192e-05 -4.47257e-05 -3.55912e-05 0.000212624 8.74327e-05 0.000620762 0.000363309 -0.000259179 -0.000230319
internal_weight=0 58472 57801 28546 28322 10501 29255 26088 221159 123053 50609 14866 6471 6105 35743 11017 15071 72444 29351 98106 17821 72186 8395 224 2963 1359 113 93 99 8312 671 3142 366 6747 6268 53841 51765 2076 821 226 160 1255 51466 48621 1246 3167 211 189 105 8538
internal_count=279631 58472 57801 28546 28322 10501 29255 26088 221159 123053 50609 14866 6471 6105 35743 11017 15071 72444 29351 98106 17821 72186 8395 224 2963 1359 113 93 99 8312 671 3142 366 6747 6268 53841 51765 2076 821 226 160 1255 51466 48621 1246 3167 211 189 105 8538
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=51
num_cat=0
split_feature=4 5 2 1 13 7 3 8 4 7 13 1 9 10 4 9 10 6 1 10 10 2 0 11 7 3 10 7 2 6 3 10 3 0 4 13 0 1 3 9 10 3 14 0 10 10 1 10 14 1
split_gain=0.0380903 0.0402706 0.0426769 0.0565157 0.0552205 0.0503932 0.0583802 0.0410215 0.0406566 0.0357925 0.0356148 0.0346108 0.0316427 0.0348045 0.0339291 0.0313876 0.123058 0.0669384 0.100942 0.0654632 0.0449703 0.0429857 0.075414 0.0424376 0.0380958 0.0430413 0.0416034 0.0373534 0.047927 0.0411463 0.0332193 0.0527642 0.032611 0.0318802 0.0428177 0.0309846 0.0305805 0.0294216 0.0607553 0.0560304 0.105748 0.0521947 0.0478171 0.0357285 0.0805447 0.0581391 0.0854878 0.0450273 0.036652 0.0454298
threshold=1.5000000000000002 7.5000000000000009 2.5000000000000004 3183.3810684193081 0.40270270270270275 1.0000000180025095e-35 13.500000000000002 6.5000000000000009 4.5000000000000009 4.5000000000000009 0.71198156682027658 1008.5543500495641 1.5000000000000002 0.34891304347826091 7.5000000000000009 2.5000000000000004 0.63245614035087727 1.5000000000000002 1670.9124033635953 0.10582306830907055 0.84731934731934744 3.5000000000000004 995.44446815408207 0.3133928571428572 2.5000000000000004 23.500000000000004 0.95293466223698797 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 11.500000000000002 0.21913109756097562 46.500000000000007 1159.2799263297591 7.5000000000000009 0.41763565891472876 947.46592333298213 3007.5741317529969 26.500000000000004 3.5000000000000004 0.25265957446808512 26.500000000000004 0.68857758620689669 1124.0910823067372 0.37668918918918926 0.42705167173252284 3906.2051313837133 0.43614130434782611 0.080540540540540564 3741.8673850150876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -3 10 -7 -6 -4 -10 -14 -15 17 23 20 19 -19 35 24 -23 27 25 26 -20 28 30 -30 31 -17 -26 34 -22 -13 -31 41 -39 40 -40 -29 43 45 -45 46 -42 -47 49 -49
right_child=1 7 11 -5 8 9 -8 -9 12 -11 -12 15 13 14 -16 16 -18 18 21 -21 33 22 -24 -25 32 -27 -28 37 29 36 -32 -33 -34 -35 -36 -37 -38 38 39 -41 42 -43 -44 44 -46 47 -48 48 -50 -51
leaf_value=-8.9850456861925504e-05 -1.1232534873698596e-05 0.00019012854461934012 -0.00054498475282708234 0.0014805061518652083 8.1228522737355601e-05 -4.01297272361609e-05 0.00010712310182290193 -0.00011005619201780485 6.3129976126440607e-05 -0.00041938433038061601 -8.4291700198712576e-06 -5.8265887228746477e-06 8.7891188985993944e-05 0.00027752747921097869 0.00095828775243698506 1.1965131364784158e-06 -0.00031862946665922468 -0.0003227177146794894 -0.00019239479289505493 0.00028439379821379657 5.7660657918976962e-05 0.00067469736993096881 -0.00075456393082969867 -0.001765641856543494 -0.00035716749738939489 -7.4201951801938702e-06 -0.00077639161713447707 7.3782519172747456e-05 -0.00021528331553539602 0.00020268039192555877 6.5372648775758089e-05 -0.00052276632268718028 0.0016681223968043925 -0.00057448727294645639 0.00036980339466779799 -0.00011212660308517744 -0.0011926548204117841 -0.00069407554453614941 -0.00043062669910927918 0.00019896045103754055 -0.00013833873390694051 0.0004762210150959838 0.0018249532702611761 0.0021641260437959458 1.9394212677770368e-05 0.0017327169211562759 -0.0021390004895215113 0.0003765108770989045 -1.4010063543138832e-05 0.0023349870601668955
leaf_weight=11318 30790 5238 317 66 19132 44176 15748 1454 9572 631 26306 23920 3261 3237 194 1781 2730 563 7439 2101 6079 345 126 33 3206 3614 318 22221 4507 929 10136 658 20 172 1341 9609 41 334 1518 2118 562 836 42 66 130 54 59 114 429 40
leaf_count=11318 30790 5238 317 66 19132 44176 15748 1454 9572 631 26306 23920 3261 3237 194 1781 2730 563 7439 2101 6079 345 126 33 3206 3614 318 22221 4507 929 10136 658 20 172 1341 9609 41 334 1518 2118 562 836 42 66 130 54 59 114 429 40
internal_value=0 3.79008e-06 6.92054e-07 1.76923e-05 1.70615e-05 -7.6225e-06 2.88178e-05 0.000124906 5.36042e-05 -4.54706e-05 2.93219e-05 -2.32966e-05 0.000121444 0.000204853 0.00031602 -2.1768e-05 7.64548e-06 -4.64261e-05 -0.00012763 0.000156089 -1.14098e-05 -0.000177791 0.000292347 2.67566e-05 -0.000192961 -0.000149937 -0.000216336 2.80266e-05 -2.82585e-05 -0.000151705 2.55084e-05 -0.00014016 -0.000344611 9.84739e-05 0.000114074 -3.62909e-05 0.000143702 6.3649e-05 -4.0648e-05 1.87826e-06 -0.000136615 8.83741e-05 0.000161719 0.000113676 0.0007416 1.58432e-05 -0.000328418 0.000351457 0.000223519 0.000885206
internal_weight=0 268313 261621 153113 153047 91345 46538 6692 61702 44807 45438 108508 16264 6692 3431 108191 49338 58853 17732 2664 41121 15068 471 46608 14597 11371 7757 46575 18052 5477 12575 2439 3226 7592 7420 33529 970 28523 5466 5132 3014 23057 1496 1454 196 1258 621 637 583 154
internal_count=279631 268313 261621 153113 153047 91345 46538 6692 61702 44807 45438 108508 16264 6692 3431 108191 49338 58853 17732 2664 41121 15068 471 46608 14597 11371 7757 46575 18052 5477 12575 2439 3226 7592 7420 33529 970 28523 5466 5132 3014 23057 1496 1454 196 1258 621 637 583 154
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=51
num_cat=0
split_feature=4 1 8 5 5 1 9 10 1 9 6 5 10 14 8 14 3 6 7 4 9 12 14 14 8 13 13 10 0 0 7 14 3 9 10 10 2 4 5 12 0 3 14 0 1 10 9 1 13 8
split_gain=0.0360781 0.055506 0.0397312 0.0947912 0.0492326 0.038063 0.0361058 0.0635405 0.0432067 0.0430938 0.0532657 0.0482847 0.0354162 0.0335859 0.0326066 0.0300991 0.0298662 0.0295202 0.0392659 0.0311934 0.0299343 0.0291076 0.028921 0.028342 0.0278795 0.0276332 0.0330301 0.0362223 0.0323243 0.0270165 0.0266041 0.0254614 0.0252527 0.025092 0.0446904 0.0344039 0.0386663 0.0249998 0.0340716 0.0286168 0.0264835 0.0402736 0.024586 0.0243383 0.0236245 0.0235838 0.0399354 0.0329194 0.0308549 0.0291806
threshold=6.5000000000000009 1957.9177137252361 1.5000000000000002 1.5000000000000002 5.5000000000000009 2251.1234410074267 2.5000000000000004 0.68496240601503777 1594.8741267876551 1.5000000000000002 2.5000000000000004 7.5000000000000009 0.35388994307400384 0.15075757575757578 1.0000000180025095e-35 0.30495169082125612 28.500000000000004 1.5000000000000002 7.5000000000000009 12.500000000000002 4.5000000000000009 7.5000000000000009 0.69337606837606847 0.88348416289592768 3.5000000000000004 0.41763565891472876 0.061553030303030311 0.77913279132791347 907.74089229267565 1321.1033005038273 1.0000000180025095e-35 0.10762548262548265 27.500000000000004 2.5000000000000004 0.45080645161290328 0.17752100840336138 2.5000000000000004 8.5000000000000018 8.5000000000000018 2.5000000000000004 1242.5784396434321 33.500000000000007 0.18065268065268067 760.373837362372 2904.5200653263769 0.072299651567944254 2.5000000000000004 3616.7164640063575 0.6198686371100165 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 14 30 7 8 12 -9 11 -11 -4 31 16 17 -5 18 19 -3 43 -16 -8 32 29 26 44 -28 -27 -10 -1 -6 -15 35 -35 36 -32 38 39 40 -17 -42 -18 -19 -13 46 -45 48 49 -48
right_child=1 15 6 4 13 -7 22 9 24 10 -12 25 -14 23 21 37 42 20 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 33 -33 -34 34 -36 -37 -38 -39 -40 -41 41 -43 -44 45 -46 -47 47 -49 -50 -51
leaf_value=4.7255387721300318e-06 0.00021994287954223702 3.3509002317713174e-05 -0.00011814061186012824 8.9436440078356273e-05 0.000376918885016054 -0.00017834807720887647 -1.5524192182795374e-06 -4.6896049323597371e-05 -0.00014959217489889456 0.00011425557339110057 -0.00027378466079630375 0.00065719375852495436 0.00012500134893256748 -6.8444109753596332e-05 2.2548862933032226e-05 7.7157404165584647e-05 0.00018397303366024669 0.00010240547893699539 -0.0016339004615188711 0.00064050254274598264 0.00052954635234324192 -0.00044953846710172208 0.00018934433809077308 0.00056047811228878363 -0.00031427576821347432 0.00076250655097360098 -0.0015302503421421975 0.00046327040405696275 0.0026636671591808814 0.00069304368982254052 -8.4667970678137472e-05 0.0010458001734422867 0.00065257116543632166 7.581832900025896e-05 -0.00023666488991547867 -4.2647643503933042e-05 -0.00034585715794022208 0.0002079180584302155 0.00062157726814288019 -8.0410731223829707e-05 0.00040185619752563292 0.0026291487968674947 0.0016340606047347058 4.8774197563920096e-05 0.002728178618209703 -8.6651215605089644e-05 -0.00031903089015720325 -0.0011473578760366327 0.0010279596275870211 -0.0014825184040913179
leaf_weight=55878 4033 13617 3765 21850 455 3862 12318 25279 10423 5921 869 40 2487 916 43206 4691 60 1444 35 215 201 329 2365 326 3019 59 31 86 36 96 4348 207 140 7568 1348 30396 2102 3223 249 3542 262 22 57 423 21 7119 412 181 37 62
leaf_count=55878 4033 13617 3765 21850 455 3862 12318 25279 10423 5921 869 40 2487 916 43206 4691 60 1444 35 215 201 329 2365 326 3019 59 31 86 36 96 4348 207 140 7568 1348 30396 2102 3223 249 3542 262 22 57 423 21 7119 412 181 37 62
internal_value=0 4.41077e-05 -7.31281e-06 5.33187e-06 5.15808e-05 -2.42782e-05 -4.0062e-05 -5.95684e-05 -0.000130136 -1.63884e-05 9.28007e-05 0.000144232 -2.14205e-05 0.000293229 4.40401e-05 2.42632e-05 9.37026e-05 -8.34274e-06 3.87116e-05 4.29439e-05 -7.43922e-05 1.89812e-05 2.91954e-05 0.000152953 -0.000180342 0.00079437 0.000426871 -6.49274e-05 0.00148295 -0.000141902 -1.84241e-05 0.000586071 2.7145e-05 -4.66911e-05 2.85743e-05 -6.49038e-05 -0.000169787 8.8844e-05 4.5064e-05 2.82092e-05 0.000105542 0.000574393 0.000890426 -8.69352e-05 0.00137016 -0.00012014 -0.000333958 -0.000567911 -0.000362666 -0.000471217
internal_weight=0 39768 239863 173048 67546 105502 66815 52132 19790 32342 7063 6194 6252 2044 65502 35735 21967 23746 13867 13832 9879 43535 14683 1382 13538 273 178 117 95 10519 101640 662 1056 45762 8916 36846 6450 11989 8766 8517 4975 284 117 9678 61 8234 1115 692 511 474
internal_count=279631 39768 239863 173048 67546 105502 66815 52132 19790 32342 7063 6194 6252 2044 65502 35735 21967 23746 13867 13832 9879 43535 14683 1382 13538 273 178 117 95 10519 101640 662 1056 45762 8916 36846 6450 11989 8766 8517 4975 284 117 9678 61 8234 1115 692 511 474
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=51
num_cat=0
split_feature=4 1 0 2 6 5 8 8 5 2 9 10 9 0 1 4 6 3 1 5 5 7 10 1 6 12 7 0 10 10 14 12 13 10 0 10 5 13 9 10 14 14 3 14 8 5 2 0 10 8
split_gain=0.0351813 0.0427096 0.0491941 0.0341232 0.0405433 0.0324998 0.0474779 0.0380088 0.0473216 0.0336074 0.0409925 0.0380686 0.057606 0.0363847 0.0312853 0.0387951 0.0333333 0.0376711 0.0311206 0.0288295 0.0272467 0.0270809 0.0277682 0.0268498 0.0266111 0.0259519 0.0250816 0.0247589 0.024704 0.0402984 0.0397288 0.0369648 0.0336604 0.0240992 0.0239756 0.0344844 0.0238183 0.0236148 0.0229986 0.022924 0.0227081 0.0226527 0.0225848 0.0223623 0.0260857 0.022598 0.0305545 0.0222425 0.0241294 0.0222273
threshold=2.5000000000000004 1901.8677697110745 1159.2799263297591 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.68237250554323736 1.5000000000000002 1289.0088005912796 2438.1594628963853 7.5000000000000009 1.0000000180025095e-35 20.500000000000004 2299.1146759378844 5.5000000000000009 12.500000000000002 2.5000000000000004 0.59761904761904772 2275.0720736400158 3.5000000000000004 1.5000000000000002 9.5000000000000018 821.95600019910705 0.25265957446808512 0.46247654784240161 0.1012820512820513 2.5000000000000004 0.061553030303030311 0.97402159244264519 1173.0767376433671 0.58434959349593507 2.5000000000000004 0.26393188854489169 2.5000000000000004 1.0000000180025095e-35 0.26201372997711675 0.29217479674796754 10.500000000000002 0.81365740740740755 6.5000000000000009 7.5000000000000009 2.5000000000000004 737.86994514254707 0.091966173361522213 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 43 -5 7 9 8 18 10 11 13 20 14 15 16 17 23 -2 -8 -13 22 38 -7 -14 -1 -9 -16 30 31 -12 -30 -31 39 -34 -36 -4 -37 49 -23 -20 -27 -10 44 -3 46 -45 -19 -49 -11
right_child=5 3 36 4 -6 6 19 26 42 21 28 12 24 -15 27 -17 -18 47 40 -21 -22 33 -24 -25 -26 41 -28 -29 29 32 -32 -33 34 -35 35 37 -38 -39 -40 -41 -42 -43 -44 45 -46 -47 -48 48 -50 -51
leaf_value=1.1365916776089882e-05 -4.548431129455415e-06 -0.00027079785094984491 0.00263404094055295 -0.001001489341888373 0.0003413107005250716 9.0227833258206116e-05 -0.00013212838745324301 -5.1349872826150466e-05 -5.4411955399741204e-05 0.001337431928966128 -0.00026309161141604043 5.6729730656111696e-05 0.00031242776922148967 0.00043393276598697019 -0.0009565517566730514 0.00077261605739715371 -8.8752769422216986e-05 0.0015568793682819782 -0.0001718105443633633 1.6476064247337901e-05 0.0014341642784226375 0.00061798809830569169 -0.00043494667789577003 -0.00086255584786780872 -0.00021184244451643883 -2.0343479089881361e-05 -0.0014305413364182284 -0.00013660006104709781 0.00019351242070429474 -0.00042610818370223628 0.00019855418974990634 0.00072021386310895338 0.00016511189806410782 0.0016738062766380611 -3.5428596796312679e-05 0.00088463597707092194 0.00045146026276052004 0.0030840615564754802 -7.9608064974023124e-05 4.2534646617499043e-05 1.4916989859625291e-05 -0.0001217451529794738 5.6764051872923743e-05 0.00045220087272157446 -0.0010620672660513299 0.00057870436458257971 -0.00077510066340735144 -0.00058985235114885997 0.00060577584514775443 9.3257653759792455e-05
leaf_weight=22574 85550 2928 25 64 462 2731 5059 30623 5050 56 566 13119 3697 444 95 171 3851 51 5019 9197 36 196 548 76 259 12618 33 2980 556 232 2639 831 920 25 42 26 25 23 3782 1479 2410 9774 47870 92 108 153 113 49 304 100
leaf_count=22574 85550 2928 25 64 462 2731 5059 30623 5050 56 566 13119 3697 444 95 171 3851 51 5019 9197 36 196 548 76 259 12618 33 2980 556 232 2639 831 920 25 42 26 25 23 3782 1479 2410 9774 47870 92 108 153 113 49 304 100
internal_value=0 -3.85068e-05 -2.47228e-05 -0.000196799 0.000177928 8.16823e-06 4.20583e-05 -2.22404e-06 8.41013e-06 7.00517e-05 8.97166e-05 6.44803e-05 0.000110809 -9.24778e-06 -2.8337e-05 2.84588e-05 1.04397e-05 0.000129403 -1.30727e-05 -3.62589e-05 6.04992e-05 -3.70719e-05 -0.000101473 6.44311e-05 0.000278104 -2.64657e-05 -5.28345e-05 -0.000161932 0.000210224 0.000323796 0.000117028 0.000509078 0.000117049 0.00013287 0.00024169 0.00101589 0.00154275 0.00191702 -5.50675e-05 0.000109871 -0.000111235 -6.46048e-05 4.61549e-05 -0.000254874 -0.000298946 0.000118877 -0.000224312 0.000580827 0.00043981 0.000539884
internal_weight=0 48936 45016 3920 526 230695 54140 176555 145899 39884 33698 27863 17111 10752 10308 7233 7062 3211 92979 14256 13155 6186 4486 2807 3956 44966 30656 3075 5835 2630 3205 1387 1243 1700 1011 91 50 49 3938 1675 7429 22392 52920 3394 3036 358 205 404 353 156
internal_count=279631 48936 45016 3920 526 230695 54140 176555 145899 39884 33698 27863 17111 10752 10308 7233 7062 3211 92979 14256 13155 6186 4486 2807 3956 44966 30656 3075 5835 2630 3205 1387 1243 1700 1011 91 50 49 3938 1675 7429 22392 52920 3394 3036 358 205 404 353 156
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 8 5 2 14 5 10 4 1 10 1 0 14 10 8 6 7 5 8 5 1 2 0 1 2 9 3 10 5 6 4 7 12 9 0 10 4 4 0 8 10 4 6 0 2 10
split_gain=0.0348956 0.0360923 0.0603589 0.0489221 0.0429529 0.044949 0.0577531 0.0318223 0.0331065 0.0240328 0.0360361 0.0323317 0.0256733 0.0238518 0.0234606 0.0336613 0.0291881 0.0231927 0.0265818 0.0274512 0.022243 0.0221153 0.030578 0.0242943 0.0274453 0.0224921 0.0211716 0.020884 0.0204984 0.0296641 0.0420825 0.0323329 0.0246928 0.0244486 0.021298 0.0206168 0.0296824 0.0202505 0.0221793 0.0308724 0.0198234 0.0198108 0.0197796 0.0197681 0.0196812 0.0319827 0.0311713 0.0200269 0.0198264 0.0302101
threshold=1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.57979626485568769 9.5000000000000018 0.96225071225071235 4.5000000000000009 2364.0969371768856 0.967204301075269 1894.0094888517563 1222.5833773881889 0.39736842105263165 0.23166368515205729 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 8.5000000000000018 7.5000000000000009 13.500000000000002 3438.6371619929478 4.5000000000000009 1146.5960345662522 1828.8036808517843 3.5000000000000004 2.5000000000000004 35.500000000000007 0.51925925925925942 7.5000000000000009 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 652.30331522444874 0.039230769230769243 7.5000000000000009 6.5000000000000009 957.12540010465557 6.5000000000000009 0.81322674418604668 10.500000000000002 5.5000000000000009 911.950011882387 3.5000000000000004 0.59761904761904772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 27 -3 17 10 11 12 -10 -11 15 41 -17 37 19 -19 -16 25 23 -23 -25 43 42 -1 29 32 31 34 -20 -30 -31 36 -35 38 39 -9 -38 -7 -26 -4 46 -46 48 -48 -8 -50
right_child=-2 2 21 -5 -6 14 44 8 9 13 -12 -13 -14 -15 20 16 -18 18 28 -21 -22 22 -24 24 26 -27 -28 -29 33 30 -32 -33 -34 35 -36 -37 40 -39 -40 -41 -42 -43 -44 -45 45 -47 47 -49 49 -51
leaf_value=-1.3942711611951973e-05 -0.00017992782319177329 -0.0019133058603620157 -0.00011672205834540321 -9.2934528170845616e-05 3.9784418407047281e-05 -2.8722946298094403e-05 8.3906955185179344e-05 0.00062202138840688364 0.00011979308149466483 0.00046050949094243797 -0.00062118156343886864 0.00032034971418623239 -0.00044009683044543622 0.0018529828534358077 -8.2611000337936072e-05 7.6062777569811603e-05 0.0020628257253621188 0.00043639538747497687 3.7482069670052413e-05 -0.00045672258311242332 -0.0011954294108889171 0.00011606548104079022 -0.00021393930056477908 0.0017183231458497738 3.1834876711439828e-05 0.00066299982783424771 -0.00055621105995846954 -0.00010553617089339865 -0.00041626310820061112 0.00039996660205117787 0.0022204012343926089 -5.7035048583742313e-05 0.0002561838602845715 -4.2567680337984192e-05 0.0020100653534644241 9.3110133523202716e-05 -0.00017247938427745419 0.00015255289371920145 -0.00012263415554437783 -6.6902438109826647e-05 -0.001703026520304515 0.00018635995345423479 0.0021818118816008792 -0.0004554541393942604 6.3832014237421109e-06 0.0012601731505413889 0.0010764172706837943 -0.00032892669314605883 -1.3462396980167103e-05 -0.00067490402185696094
leaf_weight=39111 2669 20 4717 14945 53122 54657 26883 254 3626 211 144 2459 217 36 21056 38 36 829 10578 96 45 1422 736 52 23 87 41 7401 426 935 28 512 1470 214 21 1340 34 1193 4069 452 56 1092 20 474 18992 51 122 32 2401 186
leaf_count=39111 2669 20 4717 14945 53122 54657 26883 254 3626 211 144 2459 217 36 21056 38 36 829 10578 96 45 1422 736 52 23 87 41 7401 426 935 28 512 1470 214 21 1340 34 1193 4069 452 56 1092 20 474 18992 51 122 32 2401 186
internal_value=0 1.73391e-06 4.78497e-05 -5.33063e-06 4.82398e-07 -1.16487e-05 1.13231e-05 8.04506e-05 8.18162e-05 0.000179446 0.0001609 0.00017877 8.81782e-05 0.000663461 -4.00721e-05 -2.30954e-05 0.0010426 5.27835e-05 8.32727e-05 0.000343704 -8.49842e-05 -7.79556e-05 5.16575e-05 0.000177126 0.000815563 -0.00013429 0.000256712 -2.85171e-05 6.78443e-05 9.02411e-05 0.000300234 0.000263609 6.41663e-05 -7.86975e-05 0.000435335 8.77391e-06 -0.000362971 -3.17107e-05 -7.77476e-05 0.000180954 -0.00112482 -2.45099e-05 0.00103182 -0.000147652 4.93992e-05 9.74104e-06 7.48924e-05 0.000784398 7.11848e-05 -6.10187e-05
internal_weight=0 276962 36792 240170 225225 172103 95179 29220 29200 6693 6446 6302 3843 247 76924 55823 74 22507 16539 925 21101 7572 2294 1558 136 5278 84 46512 15614 13544 1496 1468 12048 2070 956 1644 304 5968 4775 706 90 55749 43 5191 48667 19043 29624 154 29470 2587
internal_count=279631 276962 36792 240170 225225 172103 95179 29220 29200 6693 6446 6302 3843 247 76924 55823 74 22507 16539 925 21101 7572 2294 1558 136 5278 84 46512 15614 13544 1496 1468 12048 2070 956 1644 304 5968 4775 706 90 55749 43 5191 48667 19043 29624 154 29470 2587
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=51
num_cat=0
split_feature=4 2 1 13 7 3 3 13 0 3 9 1 10 9 5 5 4 11 0 8 7 2 6 10 6 0 3 0 5 2 10 7 9 4 10 0 10 10 7 3 10 14 0 0 14 13 3 0 10 3
split_gain=0.0336869 0.03569 0.0667494 0.0538294 0.0457018 0.0539178 0.0398639 0.0354936 0.0445235 0.0327211 0.0325806 0.0317718 0.0307402 0.0539858 0.0493365 0.029681 0.0282826 0.0278512 0.0305912 0.0298311 0.0271533 0.0266867 0.0486037 0.0403937 0.0313164 0.142324 0.0848044 0.0739877 0.0497749 0.043364 0.066691 0.0628156 0.045967 0.0698088 0.0612497 0.0694136 0.0761129 0.0753408 0.0560863 0.0545134 0.0614921 0.037949 0.035799 0.0482784 0.0355939 0.0339801 0.0334327 0.038275 0.0334574 0.0985213
threshold=1.5000000000000002 2.5000000000000004 3049.3733999235665 0.40270270270270275 1.0000000180025095e-35 13.500000000000002 13.500000000000002 0.71198156682027658 1289.0088005912796 24.500000000000004 2.5000000000000004 1008.5543500495641 0.28759398496240607 1.5000000000000002 4.5000000000000009 18.500000000000004 7.5000000000000009 0.24404761904761907 1135.086528240877 10.500000000000002 4.5000000000000009 4.5000000000000009 4.5000000000000009 0.33666666666666673 2.5000000000000004 621.99340003303882 23.500000000000004 760.373837362372 10.500000000000002 3.5000000000000004 0.6478537360890303 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 0.53452380952380962 468.21736023005212 0.10582306830907055 0.04819976771196284 3.5000000000000004 11.500000000000002 0.74133811230585434 0.5270467836257311 1135.086528240877 891.78880821500877 0.084219858156028379 0.47722567287784684 29.500000000000004 865.45763568221207 0.49418604651162795 37.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -5 -7 12 -3 -8 -14 -15 17 -16 19 -19 21 -6 24 23 -23 28 -26 -27 -28 29 32 31 -31 34 -34 35 36 -13 44 -35 40 -36 -41 43 -32 -37 -39 47 -33 -48 -50
right_child=1 11 -4 6 20 9 10 -9 -10 -11 -12 15 13 14 16 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 30 42 46 33 38 39 37 -38 45 -40 41 -42 -43 -44 -45 -46 -47 48 -49 49 -51
leaf_value=-8.4497561219803893e-05 -1.0401712152930643e-05 -0.00051758136559836531 0.00085766094824292797 7.9157190051686412e-05 -3.7418244183866872e-05 9.5035108879108353e-05 -6.2998949832257032e-05 -1.0058187768634028e-05 0.0021111371185354613 0.00076387988602446806 0.0003113815127766155 -0.00022837675558723503 5.7849067370213881e-05 0.00018445857997894351 0.00055549060892116952 0.00109546469252867 0.0022299017631807008 -0.00065108250568614539 0.00053344131535568249 -0.0010190347926647913 -0.00035669886924000362 0.00024003775332885548 0.00095708799547321571 -0.00035957593403484984 0.00023905005618178054 -0.00032433516634570422 0.00033887778588499165 -0.0001118713377035198 0.00052077660140803148 -0.00021194964032712649 -0.00053813597404162765 -2.1667816450350911e-05 2.1781216694450171e-05 0.00018408440592762912 5.8805698087037236e-05 -0.00025203600286157932 0.00022661798652889154 -0.00011890207523023035 0.00083626499046037255 2.8871053968638063e-05 -0.0004034756584591586 0.00019338277611552599 -0.0018944779092202055 0.00046219326313476166 0.00014923501507958358 -0.00028805520977619848 0.00011753518411506493 -0.0017280932677253573 0.00033711429972602976 0.0030466771153255536
leaf_weight=11318 30793 317 237 17397 44626 15802 2690 25806 27 185 1882 1264 10190 3517 840 60 26 313 66 74 676 1119 181 375 2852 4587 1030 7840 445 4483 912 7801 22935 4304 1459 659 3369 14816 357 17106 1419 4409 42 139 3424 3713 1437 33 240 39
leaf_count=11318 30793 317 237 17397 44626 15802 2690 25806 27 185 1882 1264 10190 3517 840 60 26 313 66 74 676 1119 181 375 2852 4587 1030 7840 445 4483 912 7801 22935 4304 1459 659 3369 14816 357 17106 1419 4409 42 139 3424 3713 1437 33 240 39
internal_value=0 3.56428e-06 1.91926e-05 1.7906e-05 -6.3877e-06 2.82762e-05 5.377e-05 2.71695e-05 8.23059e-05 0.000102775 0.000113835 -1.77139e-05 9.22983e-05 0.000120964 0.0002677 -1.63153e-05 0.000605762 -1.69044e-05 -0.000444807 -1.54675e-05 -4.21826e-05 -1.4809e-05 0.00018328 8.95323e-05 -1.77952e-05 -8.17942e-05 -0.000149792 -5.95296e-05 -6.7856e-06 -9.27357e-06 -8.68508e-05 -5.75502e-05 5.53615e-06 5.76315e-05 -2.23043e-05 -7.38303e-05 0.000102484 -0.000109955 0.000234037 3.52461e-05 -0.000169122 6.25839e-05 -0.00046304 -0.000405837 8.44695e-05 -0.000152798 1.49286e-05 -2.8856e-05 0.000214817 0.00071587
internal_weight=0 268313 154694 154457 92082 46780 62375 43230 17424 15987 19145 113619 17263 14573 4383 113302 866 113242 379 112863 45302 112789 1675 1494 111114 16309 13457 8870 94805 94360 15126 14033 79234 27596 51638 27245 4633 22612 4661 24393 2878 21515 1093 1051 4083 18529 9550 7834 1716 279
internal_count=279631 268313 154694 154457 92082 46780 62375 43230 17424 15987 19145 113619 17263 14573 4383 113302 866 113242 379 112863 45302 112789 1675 1494 111114 16309 13457 8870 94805 94360 15126 14033 79234 27596 51638 27245 4633 22612 4661 24393 2878 21515 1093 1051 4083 18529 9550 7834 1716 279
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=51
num_cat=0
split_feature=4 1 8 5 4 13 3 8 5 7 2 9 0 5 7 6 14 1 3 13 4 13 10 5 10 2 10 9 9 8 2 5 12 3 3 13 6 10 0 4 0 8 1 0 0 2 10 7 12 10
split_gain=0.0320081 0.0448016 0.0388329 0.068388 0.041204 0.0312935 0.0370994 0.0331699 0.0400278 0.0446989 0.0487486 0.0300075 0.0572872 0.0297705 0.0261533 0.0435839 0.0245763 0.0303652 0.0368661 0.0355784 0.0291671 0.0331013 0.0320177 0.0238479 0.0241606 0.0227464 0.0313617 0.0405678 0.0229345 0.0226743 0.0225317 0.0242215 0.0219171 0.0215747 0.0235119 0.0451002 0.0210231 0.0210139 0.03022 0.0247172 0.026789 0.0209335 0.0266518 0.0206324 0.036399 0.0312309 0.0463479 0.0297321 0.039671 0.0340319
threshold=7.5000000000000009 2275.0720736400158 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.78319623971797891 11.500000000000002 7.5000000000000009 7.5000000000000009 3.5000000000000004 3.5000000000000004 4.5000000000000009 1070.0586822807675 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 0.29217479674796754 2969.5094685919271 26.500000000000004 0.84731934731934744 11.500000000000002 0.26393188854489169 0.54653679653679665 13.500000000000002 0.97259759759759767 3.5000000000000004 0.38956639566395673 2.5000000000000004 1.5000000000000002 4.5000000000000009 2.5000000000000004 8.5000000000000018 6.5000000000000009 27.500000000000004 41.500000000000007 0.063164893617021281 2.5000000000000004 0.85092592592592597 1135.086528240877 2.5000000000000004 1020.4796647730221 1.5000000000000002 2099.0805765883247 989.51400485044212 916.44505744395212 3.5000000000000004 0.97646733111849404 3.5000000000000004 7.5000000000000009 0.45080645161290328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 7 -7 8 9 29 -11 16 -13 -5 41 -16 17 18 32 20 33 43 -23 24 -18 26 27 -8 -28 -6 31 36 -3 -19 -35 -36 -30 -17 39 -39 -41 42 -10 44 -22 46 -45 48 49 -47
right_child=1 11 4 13 5 6 25 -9 14 10 -12 12 -14 -15 15 37 23 19 -20 -21 21 22 -24 -25 -26 -27 28 -29 30 -31 -32 -33 -34 34 35 -37 -38 38 -40 40 -42 -43 -44 45 -46 47 -48 -49 -50 -51
leaf_value=-2.6375123561380268e-05 0.00024391212136077621 8.3108287409982154e-06 -0.00038581937198500695 4.647849787155011e-05 -2.2777702428281413e-05 -4.0671094288486189e-05 -0.00013972387568935728 -0.00041901060906024873 -0.00031067685563660537 -0.00025061889891413267 0.00017839569308032743 0.00031201367562557283 0.0029340862973847174 0.0001944056560584998 0.0024527738619196629 -3.666745466640957e-05 0.00011088461132093809 -0.00035017600146952297 0.0004720104085219369 0.001343982418333072 -0.0001781840983312577 0.00019477716530413351 0.0013994968679920993 0.001489535955742242 -0.00079251584705586234 0.0003598873102282401 5.9948867630221238e-05 0.0001606242652549638 0.00038110015238268296 -0.00017135514800193917 9.4096412015287829e-05 0.0018873518330510706 0.00062202512601652416 -8.1264999177090147e-05 0.00053698011623645161 -0.0016559724273975008 -0.00015404933026923174 0.00015169680804579653 -0.00019198234698938286 0.0012037365208379925 0.0034449292114004494 5.7118965726854684e-05 0.00078465330060230082 2.3234670751644485e-05 0.001454309163044297 -0.00039082092755254259 0.0024829924409277737 -0.001627754257844152 -0.0011529419772309264 0.0013388823901279582
leaf_weight=45541 2838 4823 768 52665 117920 10531 3211 542 75 4065 791 392 22 3636 28 144 5604 1040 513 43 76 140 91 31 75 699 5993 1730 1618 2625 1829 25 150 4521 37 64 207 28 47 40 20 3396 214 451 62 72 20 52 79 47
leaf_count=45541 2838 4823 768 52665 117920 10531 3211 542 75 4065 791 392 22 3636 28 144 5604 1040 513 43 76 140 91 31 75 699 5993 1730 1618 2625 1829 25 150 4521 37 64 207 28 47 40 20 3396 214 451 62 72 20 52 79 47
internal_value=0 5.89977e-05 -4.85042e-06 1.91817e-05 -2.04846e-05 -1.86835e-05 3.15665e-05 -2.86778e-05 -2.70428e-05 -3.20046e-05 -0.000180736 3.04845e-05 0.000451351 5.60318e-05 0.000128823 0.000572215 2.07997e-05 -1.90479e-05 6.84521e-05 -8.96917e-05 -9.8822e-05 0.000138027 0.000669364 0.000106503 9.89538e-05 8.12487e-05 6.79202e-05 -3.45625e-05 0.000120274 -2.60131e-05 0.000218543 0.000341576 2.68222e-05 -0.000144418 -9.81205e-05 -0.000852614 0.000320401 0.000383485 0.000831647 0.00137836 0.0019508 9.18836e-05 0.000500398 -4.85845e-06 0.000555255 -0.000112065 0.000127683 -0.000563749 -0.000284313 0.000292339
internal_weight=0 21243 258388 101842 156546 155778 25843 129935 129393 125401 4856 18405 414 56301 3992 307 17991 12281 5486 6795 6752 1090 231 5710 5679 15312 14613 4941 9672 120545 3679 1850 4973 5662 4622 101 1825 279 135 88 60 3685 289 859 138 721 471 250 198 119
internal_count=279631 21243 258388 101842 156546 155778 25843 129935 129393 125401 4856 18405 414 56301 3992 307 17991 12281 5486 6795 6752 1090 231 5710 5679 15312 14613 4941 9672 120545 3679 1850 4973 5662 4622 101 1825 279 135 88 60 3685 289 859 138 721 471 250 198 119
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=51
num_cat=0
split_feature=10 2 9 2 5 13 4 10 1 0 3 9 2 13 10 9 10 6 5 4 3 5 7 6 0 13 0 9 5 0 10 5 8 6 0 1 10 8 1 2 10 3 0 0 0 4 10 3 6 9
split_gain=0.0311714 0.0365224 0.0363435 0.0817632 0.0620366 0.0424946 0.0399485 0.0360877 0.0651505 0.0380719 0.0372681 0.0347064 0.0372739 0.0350277 0.0337394 0.0326535 0.0323815 0.0400985 0.0317126 0.0305687 0.0272775 0.027162 0.0263244 0.0252892 0.0246346 0.0240316 0.0226916 0.0345772 0.0224039 0.0428535 0.0326788 0.0283042 0.0223735 0.0223186 0.0219383 0.034982 0.0224293 0.0217518 0.0215827 0.0214326 0.0326424 0.0310936 0.0318869 0.0266908 0.0252571 0.0207489 0.0205035 0.033892 0.0343469 0.0247401
threshold=0.13100686498855837 4.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 0.077677224736048281 7.5000000000000009 1.0000000180025095e-35 3616.7164640063575 690.31264847099226 32.500000000000007 3.5000000000000004 2.5000000000000004 0.045983086680761107 0.077935222672064791 2.5000000000000004 0.55718954248366026 2.5000000000000004 6.5000000000000009 3.5000000000000004 11.500000000000002 13.500000000000002 1.0000000180025095e-35 1.5000000000000002 1113.5670458188422 0.12660256410256412 507.58253548202873 2.5000000000000004 6.5000000000000009 1078.5099592134823 0.072299651567944254 7.5000000000000009 4.5000000000000009 4.5000000000000009 481.22977250753871 940.61843036718403 0.77913279132791347 9.5000000000000018 898.5532874204041 2.5000000000000004 0.96609195402298864 18.500000000000004 1433.692583700579 815.90331358780702 1070.0586822807675 6.5000000000000009 0.77598566308243744 13.500000000000002 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 22 4 5 -4 -7 8 9 20 25 12 13 -9 26 -15 45 18 -18 32 38 37 39 -10 -12 -11 27 -14 -13 30 31 -30 46 -3 -24 -36 -37 -21 -1 41 43 42 -2 -41 -42 -6 -5 -48 49 -49
right_child=2 33 3 19 16 6 -8 11 23 10 24 28 14 15 -16 -17 17 -19 -20 21 -22 -23 34 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 35 36 -38 -39 -40 40 44 -43 -44 -45 -46 -47 47 48 -50 -51
leaf_value=0.00026264550273358809 1.3587002993984603e-05 0.00021646721590409275 -3.2660077736748966e-05 -3.035335795379511e-05 7.5290283078278841e-05 7.6447273004565008e-05 0.00042502775967619318 -0.00021641282386556144 0.00025982838768478752 -0.00020983448407620016 0.0014832653159714939 4.5024088117203538e-05 -0.00036631103825975129 -3.9184292227862435e-05 -6.0299640306008498e-05 0.0001780701570457114 0.00039007932764730034 -0.00031680519580814609 0.00094127314849463842 1.0144076541798339e-05 0.0001145184458063405 0.00074709042206886809 -0.00015343778132030769 -0.001101306054264929 -0.00016655392420943828 -3.1973276702691339e-05 -0.00023573757217202997 0.00034728406013502142 0.00052986626190514388 0.0026668475242331625 0.0010702704849488024 -0.0011138379569165409 -0.00034671968593413279 0.0010400272416215253 0.0014135915650210034 -0.00042945107500125701 -2.7210680858623545e-05 -0.0010437896239989418 -3.2216161074669524e-05 -7.5945689552014641e-05 0.0017387007909645846 0.00020128752904253946 -0.001935280236925575 -0.00046369520473613318 0.00022422266631779206 0.00062053993895779533 -0.00035246285715765871 0.00018492880049361432 -0.00073775934418593891 -0.00073625113007530008
leaf_weight=673 39416 575 9812 14194 1734 36244 841 1961 42 2500 64 2956 284 6728 6533 2328 1292 165 327 54867 9178 125 3799 182 35 7902 7832 422 55 22 84 50 678 96 42 349 49651 49 7970 1773 36 2310 21 592 117 194 1376 942 134 79
leaf_count=673 39416 575 9812 14194 1734 36244 841 1961 42 2500 64 2956 284 6728 6533 2328 1292 165 327 54867 9178 125 3799 182 35 7902 7832 422 55 22 84 50 678 96 42 349 49651 49 7970 1773 36 2310 21 592 117 194 1376 942 134 79
internal_value=0 -3.24664e-05 8.58375e-06 2.66818e-05 7.54448e-05 5.98704e-05 8.43523e-05 -3.6724e-05 3.27134e-06 9.989e-06 -6.55308e-05 -7.575e-05 -9.47249e-05 -2.48226e-05 -0.000145824 1.66647e-05 0.00027221 0.000425732 0.000501408 -7.38371e-06 5.4489e-05 1.08794e-05 -1.41165e-05 -0.000846093 0.000899996 -7.47202e-05 -0.000211264 6.02288e-05 8.05543e-05 0.000578313 0.000335204 -0.00025285 -6.51452e-05 0.000334294 -3.76006e-05 -2.88067e-05 -3.00183e-05 9.20368e-06 -9.25632e-06 1.44481e-05 -0.000127217 2.29928e-05 1.25492e-05 -0.000173006 0.00058057 0.000130155 -5.37306e-05 -0.000184832 1.48739e-05 0.000113652
internal_weight=0 58472 221159 123053 50609 46897 37085 57801 28546 28322 10501 29255 26088 11017 15071 9056 3712 1784 1619 72444 17821 55041 98106 224 99 10402 8538 706 3167 211 189 105 17403 671 53841 50042 50000 54916 8643 44265 2518 41747 39437 2365 153 1928 16725 2531 1155 1021
internal_count=279631 58472 221159 123053 50609 46897 37085 57801 28546 28322 10501 29255 26088 11017 15071 9056 3712 1784 1619 72444 17821 55041 98106 224 99 10402 8538 706 3167 211 189 105 17403 671 53841 50042 50000 54916 8643 44265 2518 41747 39437 2365 153 1928 16725 2531 1155 1021
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=51
num_cat=0
split_feature=4 13 12 14 3 14 4 1 8 1 14 4 6 10 1 2 12 5 6 0 5 2 8 4 1 14 9 10 7 5 10 10 4 6 2 13 5 2 10 6 8 5 10 10 3 10 2 6 1 9
split_gain=0.0302892 0.0535697 0.0487353 0.0313999 0.0301544 0.0278072 0.0300587 0.0285292 0.0278493 0.0268687 0.0452778 0.0346634 0.027924 0.0257366 0.0350836 0.0283875 0.0252306 0.0242996 0.02628 0.0317339 0.0269711 0.0262714 0.0260116 0.0241258 0.039536 0.0278571 0.0236268 0.0233235 0.0231942 0.0231497 0.0225334 0.0216914 0.0292193 0.0330044 0.0408455 0.0242365 0.0216588 0.021211 0.0261433 0.0283756 0.0207746 0.0244735 0.0373901 0.0240404 0.0200729 0.0198708 0.0535759 0.021465 0.0227321 0.0211354
threshold=4.5000000000000009 0.87750000000000006 4.5000000000000009 0.28730158730158734 12.500000000000002 0.077677224736048281 9.5000000000000018 2790.319728588885 1.0000000180025095e-35 1413.8554805408253 0.15075757575757578 2.5000000000000004 5.5000000000000009 0.29478609625668456 3049.3733999235665 4.5000000000000009 11.500000000000002 3.5000000000000004 3.5000000000000004 755.3515593304021 9.5000000000000018 4.5000000000000009 3.5000000000000004 9.5000000000000018 3741.8673850150876 0.072299651567944254 4.5000000000000009 0.063508064516129045 4.5000000000000009 1.0000000180025095e-35 0.16472868217054268 0.97014260249554385 15.500000000000002 1.5000000000000002 3.5000000000000004 0.13100686498855837 18.500000000000004 3.5000000000000004 0.52440476190476204 3.5000000000000004 3.5000000000000004 6.5000000000000009 0.19139194139194141 0.25265957446808512 23.500000000000004 0.77598566308243744 2.5000000000000004 1.0000000180025095e-35 1408.6642937531353 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 45 13 8 -8 16 10 -1 -11 -13 14 -2 23 29 28 20 -20 22 -21 -19 24 25 -16 30 -4 -10 -7 -9 -32 33 35 -35 -33 -6 -31 39 -39 41 -29 -43 -44 -14 47 -47 49 -49 -5
right_child=1 -3 27 4 36 6 7 26 17 11 -12 12 44 -15 15 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 40 -30 37 31 32 -34 34 -36 -37 -38 38 -40 -41 -42 42 43 -45 -46 46 -48 48 -50 -51
leaf_value=-1.3603418106719392e-05 -6.5019939943108002e-05 0.00013888480530918035 -0.00029051025802796988 -1.9203836288456466e-05 1.2043810659173368e-05 -6.5890966238987641e-07 0.00047588348761373902 -0.000172193547059403 -2.6705875122460872e-05 -0.00010782965049465018 0.00012271470955539575 1.3589322361438102e-05 -5.7106855735779836e-05 -4.1858115715933334e-06 -0.0003120015313354173 0.00032779161566823489 -0.0017205405799904838 7.3312108327970745e-05 0.00040636112753108665 -0.00024143543472710918 0.00041169872001881969 0.0010709264055969051 -5.9096928607249734e-05 -6.4769431214962205e-05 -0.0012472976523493471 -0.0013728422120038886 0.00086465854350053085 -8.2295054469604307e-05 -0.00035901683011515438 0.00011319847308828759 0.0001763065099196177 -0.00045219771518053393 0.0013949176164991832 -0.00046629771140011488 -0.002440735173700942 0.0013853565676767818 0.0016579146985895932 -3.8460282403807812e-05 -0.00049299105792835528 0.00078828644084726843 -0.00036222297463985069 0.0018854423775337638 -0.0012747232383564832 0.00032246881857855511 0.00083780071913037123 -5.8841706137415855e-05 -0.00038903505519275247 6.1132859236126988e-05 -0.00016302253081178461 -0.00014585958559191014
leaf_weight=11005 3794 8723 1703 13714 35054 10946 572 727 35357 6789 13643 26098 97 9073 688 136 20 15591 235 1718 505 39 4867 329 172 68 98 7033 533 14908 2862 38 23 127 33 34 20 1597 297 111 630 36 26 251 177 31713 1278 10541 1267 4335
leaf_count=11005 3794 8723 1703 13714 35054 10946 572 727 35357 6789 13643 26098 97 9073 688 136 20 15591 235 1718 505 39 4867 329 172 68 98 7033 533 14908 2862 38 23 127 33 34 20 1597 297 111 630 36 26 251 177 31713 1278 10541 1267 4335
internal_value=0 1.98029e-05 -1.36746e-05 -6.90846e-06 -2.41591e-05 9.95675e-06 2.01052e-05 0.000145898 1.35576e-05 2.23121e-05 6.18505e-05 -7.07608e-06 1.88611e-05 -5.49747e-05 -0.000143814 -0.000358417 5.47222e-05 -5.94491e-06 3.42308e-05 -0.00013932 5.07223e-05 -0.000212305 4.18117e-05 -0.000432661 -0.000563088 -0.000407421 9.80159e-05 -0.000122538 -3.1641e-05 5.59967e-05 7.84709e-05 0.000136935 -0.00030495 -0.000473472 -0.000873525 0.000415536 1.29823e-05 9.26638e-05 -6.00198e-05 1.52686e-05 -8.66736e-05 -6.30422e-05 0.000369562 0.000172552 0.00052099 -4.48868e-05 -7.16327e-05 -1.53334e-05 3.7081e-05 -4.9624e-05
internal_weight=0 114221 165410 155731 97922 105498 91238 4514 86724 57809 24648 33161 26372 14260 5187 1393 27879 58845 22955 1992 20963 1757 20458 1257 928 756 3942 9679 35890 27859 3844 3117 255 232 160 72 35074 16913 2005 1708 7976 7346 313 277 274 62848 32991 29857 11808 18049
internal_count=279631 114221 165410 155731 97922 105498 91238 4514 86724 57809 24648 33161 26372 14260 5187 1393 27879 58845 22955 1992 20963 1757 20458 1257 928 756 3942 9679 35890 27859 3844 3117 255 232 160 72 35074 16913 2005 1708 7976 7346 313 277 274 62848 32991 29857 11808 18049
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 7 8 5 2 2 14 7 12 4 13 5 10 4 10 9 5 5 8 8 1 4 0 2 6 13 0 7 8 9 10 3 2 10 10 5 4 9 14 9 3 13 0 4 0 2
split_gain=0.0290665 0.0299674 0.0499085 0.0434908 0.0377367 0.0388965 0.031372 0.0318831 0.0295502 0.0278332 0.0282083 0.026407 0.0233914 0.0293542 0.0227891 0.0207736 0.0326104 0.0289958 0.0209565 0.0204982 0.0220472 0.0217106 0.0202452 0.0200648 0.0238673 0.019665 0.0192384 0.0192025 0.0207829 0.0257524 0.0255599 0.024736 0.0190016 0.0183604 0.0236226 0.0183136 0.0180346 0.0178564 0.0175407 0.0219949 0.0184587 0.0425289 0.0178369 0.0230654 0.031857 0.0174892 0.0190918 0.0220882 0.0191969 0.0173072
threshold=1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.57979626485568769 9.5000000000000018 1.5000000000000002 5.5000000000000009 0.10620300751879701 9.5000000000000018 0.96225071225071235 5.5000000000000009 0.967204301075269 2.5000000000000004 10.500000000000002 6.5000000000000009 1.5000000000000002 9.5000000000000018 2536.1172374379967 13.500000000000002 957.12540010465557 2.5000000000000004 1.0000000180025095e-35 0.037749287749287756 778.64491060969465 5.5000000000000009 9.5000000000000018 2.5000000000000004 0.57979626485568769 28.500000000000004 3.5000000000000004 0.11834733893557424 0.31643132220795894 11.500000000000002 6.5000000000000009 3.5000000000000004 0.24190177638453506 2.5000000000000004 29.500000000000004 0.77346041055718484 876.4685166017922 6.5000000000000009 1289.0088005912796 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 8 26 -3 22 12 13 36 37 16 17 33 -17 20 25 -21 38 -22 -25 27 -1 -4 31 30 -30 -29 -23 34 -12 -35 -7 -10 40 -40 -11 42 43 -42 -45 46 47 -14 -48 -2
right_child=49 2 19 -5 -6 11 -8 -9 14 10 15 -13 45 -15 -16 18 -18 -19 -20 21 23 32 -24 24 -26 -27 -28 28 29 -31 -32 -33 -34 35 -36 -37 -38 -39 39 -41 41 -43 -44 44 -46 -47 48 -49 -50 -51
leaf_value=0.0011939754683823927 -0.00013646754565251054 -0.0017913622839841993 -7.1388742271595996e-05 -8.7452817474162285e-05 3.7464458362127631e-05 -9.8917721008067786e-05 -7.5473699377068398e-05 4.0938263433211334e-05 -0.00016396206368203789 0.00012256229057488324 -0.00012362180373040553 -0.0012969041236235922 -0.0001587664852212877 0.00023360514374518726 -7.8150218299747979e-07 0.00042440876453605668 -0.00059657877919663512 0.00036317293995674665 0.0017296333792021163 -0.00016428760724700165 0.000269598692808938 0.00021056520524479806 2.2419537876310196e-05 0.00068348949996131553 -0.00080090618155214321 0.0010923625632835131 0.00026236481192570772 -4.9010084089218255e-05 -0.0012719545269521467 -0.00041907947361267365 0.00030601310861247882 0.0016055926292513807 -0.00060645040520466867 0.00029029610703334329 0.00014091986493276946 0.0017233616080256583 0.00053571112577377922 -3.8842268925763106e-05 0.00019037519574004053 0.0015733808985558052 -0.0002234770141270322 0.00049127170342589484 -4.141606972140016e-05 -0.00048830531155545035 -0.0019722981649630874 0.00083880601543404 -0.000311782972313647 0.00011470560873544974 0.00016423197703729805 -0.00074848686236684203
leaf_weight=70 2548 20 2364 14945 53122 3203 14202 39229 3305 1090 1182 46 3144 989 83179 211 144 1421 36 734 565 1392 17518 37 101 31 266 384 29 1613 223 24 75 726 2950 23 116 20784 3314 29 120 149 141 80 66 44 2328 965 233 121
leaf_count=70 2548 20 2364 14945 53122 3203 14202 39229 3305 1090 1182 46 3144 989 83179 211 144 1421 36 734 565 1392 17518 37 101 31 266 384 29 1613 223 24 75 726 2950 23 116 20784 3314 29 120 149 141 80 66 44 2328 965 233 121
internal_value=0 1.58248e-06 4.36036e-05 -4.8548e-06 6.26066e-07 -1.07446e-05 -4.51293e-06 2.35054e-06 -1.17173e-05 7.32482e-05 7.45253e-05 -0.000101413 -9.64238e-05 -5.49106e-06 -1.31838e-05 0.000164644 0.000147401 0.000164401 0.000614644 -7.07937e-05 -0.000123457 5.77173e-05 4.77263e-05 0.000137583 -0.000402916 -0.000162769 0.00045645 -0.00017116 -0.000274926 -0.000345641 0.000124422 4.83195e-05 0.000168795 0.000106532 6.52451e-05 0.000334302 -7.67373e-05 -5.60086e-05 0.000136587 0.000202373 2.97653e-06 -0.000231463 -0.000496052 -0.000737043 -0.00115915 -0.00015477 -0.000161325 -9.45415e-05 -0.000268475 -0.000164214
internal_weight=0 276962 36792 240170 225225 172103 161035 146833 107604 29220 29200 11068 11022 4308 107268 6693 6446 6302 247 7572 5371 2201 22507 703 138 4668 336 4637 2273 1865 252 408 1467 4881 4132 749 3319 24089 4989 3343 1646 556 407 266 146 6714 6670 4109 2561 2669
internal_count=279631 276962 36792 240170 225225 172103 161035 146833 107604 29220 29200 11068 11022 4308 107268 6693 6446 6302 247 7572 5371 2201 22507 703 138 4668 336 4637 2273 1865 252 408 1467 4881 4132 749 3319 24089 4989 3343 1646 556 407 266 146 6714 6670 4109 2561 2669
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=51
num_cat=0
split_feature=4 5 8 5 8 8 5 12 10 1 0 14 3 1 5 8 1 4 9 14 3 3 7 1 6 10 1 10 9 9 9 2 12 6 0 5 6 4 0 10 14 10 0 14 2 1 7 0 1 1
split_gain=0.0291897 0.028286 0.0424578 0.0467129 0.038018 0.0371187 0.0448306 0.024386 0.0276383 0.0217256 0.024805 0.028295 0.0202987 0.0250369 0.0198791 0.0321403 0.0268821 0.0208904 0.0199023 0.0348576 0.0262369 0.0216581 0.0196471 0.0188754 0.0186194 0.027708 0.0188798 0.0185093 0.0327226 0.0356115 0.0304199 0.0477925 0.0295634 0.027018 0.0260409 0.0255538 0.0241371 0.0258985 0.0255234 0.0249967 0.0238014 0.0230849 0.0220857 0.0210831 0.0207666 0.0306312 0.0197262 0.0197054 0.0197023 0.0243224
threshold=1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 0.13714733542319751 1894.0094888517563 1264.1367493995072 0.39736842105263165 16.500000000000004 2036.9135851320555 11.500000000000002 8.5000000000000018 4197.4883033117148 11.500000000000002 2.5000000000000004 0.029857397504456332 39.500000000000007 37.500000000000007 8.5000000000000018 3049.3733999235665 5.5000000000000009 0.43826219512195125 2287.1494267431067 0.70659971305595415 1.5000000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1173.0767376433671 11.500000000000002 1.5000000000000002 11.500000000000002 903.47680643148226 0.84731934731934744 0.04210992907801419 0.92052631578947375 995.44446815408207 0.24190177638453506 3.5000000000000004 2423.1344677252664 7.5000000000000009 1020.4796647730221 3521.6014656366374 2969.5094685919271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 27 6 23 -5 -9 10 -7 -12 13 -11 17 -16 -17 18 -6 -20 21 -21 -14 -2 -8 26 -26 30 -29 32 33 -32 35 -3 -31 40 38 47 -34 -40 -30 43 44 -41 45 -35 -33 -38 49 -42
right_child=1 4 -4 7 14 9 24 8 -10 12 11 -13 22 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 29 34 31 46 36 42 -36 -37 37 -39 39 41 48 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00024464165303088434 -2.2716861089172897e-05 0.00016197435726718172 -6.8902887596486326e-05 4.297405855033896e-05 -0.00024701743014155056 -2.1022977811124783e-05 4.1695899999262283e-05 0.00051316885947016999 -0.00051298906620988961 -0.00018199643983429019 -0.00012646281498620801 0.0020463426312011096 -6.1025121784355359e-05 -0.00087294199800724403 0.00054009923064955256 -7.0133833536640454e-05 -0.0018979101847931322 0.00088792217578657082 -0.0020187934837304056 9.5517291912443261e-05 -0.0014682898279995873 0.0015116970853081772 -0.0010955934994854033 -0.00053290513734572124 0.0020475855282380841 -6.9126162362318524e-05 0.00063374270849821937 8.6938382620171806e-05 -0.0010802110474880623 -0.00041673327283444164 0.00031466651570015696 -1.7750282668092798e-05 -0.00020789872753516873 -9.4630646038506999e-05 0.0013897585285700519 0.0017981342371786013 6.5172646427527072e-05 0.0013105054288947335 0.00022269937642546288 0.001220218213275075 0.0005066173019646408 0.00018477747709347081 2.8405794363246222e-05 0.0031955023507345519 0.00033262356775377167 -0.00048957357805819515 0.0012930156527451392 -0.00086506184854473673 -0.00065581822030556704 0.0013558767105375106
leaf_weight=1214 46509 1160 22655 60870 2060 56055 48647 80 365 1869 29 31 19231 141 292 235 22 48 20 754 26 28 46 182 33 111 83 6393 23 214 2004 2806 101 1166 22 40 110 24 92 35 902 26 1575 22 159 848 29 118 33 93
leaf_count=1214 46509 1160 22655 60870 2060 56055 48647 80 365 1869 29 31 19231 141 292 235 22 48 20 754 26 28 46 182 33 111 83 6393 23 214 2004 2806 101 1166 22 40 110 24 92 35 902 26 1575 22 159 848 29 118 33 93
internal_value=0 1.06673e-06 -3.54126e-06 2.77919e-06 5.61861e-05 -1.05137e-05 1.03317e-05 4.0278e-05 -0.000328511 -3.62508e-05 -1.99354e-05 0.000996153 -7.926e-05 -0.000230466 -9.49687e-05 0.00018119 -0.000226597 -0.000146607 -0.000163802 4.32321e-05 9.42723e-05 0.000146224 -6.34939e-05 -2.47056e-05 4.3804e-05 0.000495586 0.00103596 8.54594e-05 0.000140585 0.000325469 3.8812e-05 0.000127771 0.000409111 -4.88959e-05 -0.000248331 0.000557749 0.000101984 -0.00025181 0.000425013 0.000790293 0.000510541 0.00141943 -0.00011416 0.00198261 -0.000217492 -0.000260922 -4.34209e-06 -0.000416265 0.000546132 0.000585995
internal_weight=0 278417 256937 234282 21480 172967 95565 61315 445 77402 56115 60 21287 2010 3485 549 257 2936 2888 828 808 782 19277 46691 48874 227 116 17995 8248 1855 9747 4839 1619 4908 236 1091 528 252 276 175 1051 83 3748 57 2173 2014 2835 228 1028 995
internal_count=279631 278417 256937 234282 21480 172967 95565 61315 445 77402 56115 60 21287 2010 3485 549 257 2936 2888 828 808 782 19277 46691 48874 227 116 17995 8248 1855 9747 4839 1619 4908 236 1091 528 252 276 175 1051 83 3748 57 2173 2014 2835 228 1028 995
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=51
num_cat=0
split_feature=4 2 1 13 7 3 3 1 1 3 0 4 0 13 5 11 0 8 9 10 6 1 10 10 2 0 1 0 3 7 5 13 10 10 3 10 7 2 5 6 10 0 10 10 5 10 1 13 12 4
split_gain=0.0285024 0.0291571 0.0612916 0.0436285 0.0383588 0.0473652 0.032728 0.0325165 0.0285133 0.0272652 0.0241482 0.0241277 0.0329314 0.0268681 0.0237654 0.0231844 0.0275672 0.023569 0.0228906 0.106717 0.0485882 0.0796044 0.0545042 0.0483054 0.0473117 0.0892452 0.0420554 0.0399229 0.0674763 0.0348539 0.0590975 0.0326594 0.0351178 0.0337006 0.0386643 0.0372856 0.0313705 0.0414941 0.0431062 0.0323533 0.0312081 0.0678728 0.0311529 0.0306858 0.0329886 0.0298482 0.0360202 0.0779534 0.031463 0.0389458
threshold=1.5000000000000002 2.5000000000000004 3183.3810684193081 0.40270270270270275 1.0000000180025095e-35 17.500000000000004 19.500000000000004 2128.0092764220458 1015.6035085790342 24.500000000000004 728.36581536889219 4.5000000000000009 1242.5784396434321 0.71198156682027658 18.500000000000004 0.24404761904761907 1135.086528240877 10.500000000000002 2.5000000000000004 0.56711711711711721 1.5000000000000002 1670.9124033635953 0.1126984126984127 0.84731934731934744 3.5000000000000004 1173.0767376433671 3741.8673850150876 809.90619584897706 20.500000000000004 3.5000000000000004 6.5000000000000009 0.35388994307400384 0.17752100840336138 0.79772727272727284 13.500000000000002 0.56711711711711721 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 2.5000000000000004 0.072299651567944254 692.36069680889545 0.059714795008912663 0.56711711711711721 8.5000000000000018 0.73746867167919816 3741.8673850150876 0.40967365967365971 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 7 11 -2 -3 -7 -1 12 13 -5 15 17 -17 18 20 36 23 22 -22 27 -23 -26 -21 28 31 -25 -31 -10 42 34 -34 -36 37 38 -20 -39 41 -38 -33 44 -30 46 -29 -48 49 -47
right_child=1 8 -4 6 -6 9 -8 -9 14 -11 -12 -13 -14 -15 -16 16 -18 -19 19 26 21 24 -24 29 25 -27 -28 45 43 30 -32 32 33 -35 35 -37 40 39 -40 -41 -42 -43 -44 -45 -46 48 47 -49 -50 -51
leaf_value=-4.0819869862444035e-05 1.1875849996405847e-05 -0.00044834286233499129 0.0013757648354631861 6.6285775714880466e-05 -3.7908336895160441e-05 0.00014788954678828515 0.00019398695721699268 -0.00071134677163615543 1.8061478726843119e-05 0.00073945936923238732 -0.00022226161305111383 9.7710824138791727e-05 0.0012127905505998383 -1.2169063553753887e-05 0.00098033407259208623 -0.0006012547054538278 0.00052319942994720557 -0.00090575474904334118 2.748075969248356e-05 -0.00024498301774038565 -0.00027671590865376819 -0.00015635162807039777 0.00027431312446948223 7.6681218733895329e-05 0.00045641303122742106 -0.0014025578514621077 0.00048197627320405449 -0.00024231247889024425 0.00041020298184227429 0.00021650647717214437 0.0014193445084482981 -6.7251805876401469e-05 0.00011175375431337208 -0.00030266255469152365 -0.00027042331831778256 9.5077435517562875e-05 0.00010836468756849942 -0.00019083742905968035 0.0014841458978195328 0.00012038882583268534 0.00010382596616637016 -0.00016224325901119632 -0.0003993487536064773 -4.3145855769907582e-05 0.0018091270266185431 0.0029336154503239831 4.1509249508226063e-05 0.002726687485682628 5.2018333943416731e-05 0.00021771835604202794
leaf_weight=9016 41631 380 83 18745 45416 4808 3662 156 17103 203 2302 13814 58 26118 60 313 66 74 12215 4572 572 16161 2083 7434 625 72 208 4091 998 490 129 1325 3666 1042 1832 1127 5430 4430 51 1029 19168 4042 1512 406 44 22 211 31 572 33
leaf_count=9016 41631 380 83 18745 45416 4808 3662 156 17103 203 2302 13814 58 26118 60 313 66 74 12215 4572 572 16161 2083 7434 625 72 208 4091 998 490 129 1325 3666 1042 1832 1127 5430 4430 51 1029 19168 4042 1512 406 44 22 211 31 572 33
internal_value=0 3.27855e-06 1.74043e-05 1.66751e-05 -5.17328e-06 2.65951e-05 4.89638e-05 9.1759e-06 -1.59538e-05 0.000171855 -7.77238e-05 3.99219e-05 2.21508e-05 2.06115e-05 -1.45028e-05 -1.50302e-05 -0.000405439 -1.37185e-05 -1.31329e-05 1.15905e-05 -3.36665e-05 -9.88783e-05 0.000155598 -3.41837e-06 -0.000138956 0.000264382 -0.00021335 -2.9488e-05 -7.10721e-06 0.000106697 0.000467179 -2.45578e-05 -9.3952e-05 -3.83394e-05 3.23412e-06 -0.000131214 3.47807e-05 -1.74985e-05 3.35373e-05 -0.000132173 6.71358e-05 -7.11223e-06 -0.000244245 0.000325599 0.000469275 -0.000160592 -0.00020725 0.000385478 0.000161848 0.00130408
internal_weight=0 268313 154694 154611 92214 46798 62397 41787 113619 5011 11318 58735 44921 44863 113239 113179 379 112800 112726 51145 61581 19513 2655 42068 16858 697 4780 34015 29055 8053 619 27607 10504 7667 6625 2959 46365 17725 12266 5459 28640 9472 2837 1448 1042 4960 4333 242 627 55
internal_count=279631 268313 154694 154611 92214 46798 62397 41787 113619 5011 11318 58735 44921 44863 113239 113179 379 112800 112726 51145 61581 19513 2655 42068 16858 697 4780 34015 29055 8053 619 27607 10504 7667 6625 2959 46365 17725 12266 5459 28640 9472 2837 1448 1042 4960 4333 242 627 55
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=51
num_cat=0
split_feature=4 1 12 7 2 14 10 10 1 6 3 1 14 1 0 0 9 10 0 12 0 4 1 6 0 3 8 5 2 10 12 9 0 14 1 10 0 8 13 5 1 0 3 9 1 1 10 2 0 6
split_gain=0.0275469 0.0532219 0.0487112 0.0378195 0.0350261 0.0319357 0.0314202 0.0335808 0.048237 0.0310609 0.0306307 0.0436042 0.0436823 0.0363748 0.0332443 0.0298504 0.0275377 0.027409 0.0268338 0.0285345 0.0267416 0.0258228 0.0255245 0.0253956 0.0330903 0.0286377 0.0250877 0.0400874 0.0290128 0.0313499 0.0292044 0.028789 0.0363338 0.0247893 0.0232664 0.0230765 0.0264707 0.0228425 0.0222608 0.0220175 0.0442008 0.0318516 0.0328092 0.0219811 0.0216548 0.0207561 0.0207482 0.0473209 0.0301925 0.0255421
threshold=5.5000000000000009 1697.8650502057942 6.5000000000000009 1.5000000000000002 3.5000000000000004 0.44281045751633991 0.62645348837209314 0.85092592592592597 1744.8375241711753 2.5000000000000004 13.500000000000002 1577.7371014993744 0.30495169082125612 1594.8741267876551 1321.1033005038273 1289.0088005912796 2.5000000000000004 0.82426470588235301 937.98699740156701 4.5000000000000009 491.23829263604199 12.500000000000002 3741.8673850150876 6.5000000000000009 688.01059651735227 30.500000000000004 1.5000000000000002 9.5000000000000018 3.5000000000000004 0.52277432712215333 2.5000000000000004 3.5000000000000004 476.23565573595209 0.15075757575757578 1871.845839925405 0.48074074074074075 1124.0910823067372 5.5000000000000009 0.75304878048780499 6.5000000000000009 2818.3175397299569 924.13557371275863 30.500000000000004 1.5000000000000002 2790.319728588885 3616.7164640063575 0.77598566308243744 2.5000000000000004 1321.1033005038273 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 10 6 21 9 8 20 16 11 12 14 -12 33 43 -5 -10 34 -20 -8 38 23 25 -25 26 27 28 30 31 -15 32 -30 -1 -11 -23 -37 -27 -3 40 -9 42 -41 -2 -18 -38 49 48 -48 -14
right_child=1 5 -4 4 -6 -7 7 39 17 18 13 -13 46 22 -16 -17 44 -19 19 -21 -22 35 -24 24 -26 37 -28 -29 29 -31 -32 -33 -34 -35 -36 36 45 -39 -40 41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-1.1365236595172033e-05 7.1031749939092317e-05 -1.6434995467303419e-05 -0.00022206757139573192 -0.00013255702463686248 0.00012736175273801847 7.9710562648633123e-05 -6.4645813622396292e-05 -5.9527151254795697e-05 -0.00013329238811163649 -0.00015371229168398076 0.00014533992728034008 -0.00016939627871105379 -3.7291553918011508e-05 -4.3925440919294703e-06 -0.0015963547307276918 0.0020920493344601713 2.6013499454043783e-05 0.00054193357999655282 -0.00016354222379424542 0.00068539209869037927 0.00037367187435041266 -3.5810474968902599e-05 -0.0012276711436442851 0.0012958342534797598 0.0001853143720446106 0.001238810336677531 -2.7347420570693012e-05 0.0017108391599423259 0.00046717865110306025 -0.000564079122197578 9.8491184742556013e-05 -0.00023232847858373884 -7.20997464317012e-05 7.5445936747961189e-05 -0.00053051808127733025 0.0011918156528975632 0.0014444625595762559 6.1148078983231107e-05 0.00016228305589808533 0.0003291781847997441 -0.0008701812504467157 -6.5392126951539667e-05 0.0023855132330209017 0.00025558674031058635 -0.00072090222801298202 0.0001258079043554226 -4.2314054231015344e-05 -0.00033578580617259099 -0.0016848911647684873 5.2276096835933897e-05
leaf_weight=13440 3447 47314 2651 9966 2626 14069 444 15460 1686 673 6427 4216 19354 11599 31 20 4902 165 544 121 1609 294 41 84 333 86 20860 36 460 334 17017 1182 973 21187 1047 114 34 79 1809 644 170 900 20 3033 99 244 32791 1448 28 13520
leaf_count=13440 3447 47314 2651 9966 2626 14069 444 15460 1686 673 6427 4216 19354 11599 31 20 4902 165 544 121 1609 294 41 84 333 86 20860 36 460 334 17017 1182 973 21187 1047 114 34 79 1809 644 170 900 20 3033 99 244 32791 1448 28 13520
internal_value=0 2.70602e-05 -9.10115e-06 -6.36848e-06 -4.93122e-05 1.31901e-05 -6.13784e-05 -2.03881e-05 0.000111994 -0.000111218 4.28818e-06 -1.18268e-05 -5.30109e-06 3.2996e-05 4.02861e-05 0.000163366 -8.45136e-05 -7.31021e-05 -0.000278799 -9.07447e-06 0.000278877 -5.59914e-06 1.93943e-05 2.03582e-05 0.000409016 1.72786e-05 1.521e-05 4.33024e-05 4.14006e-05 -0.000107923 5.6789e-05 -4.96609e-05 0.000101011 4.17514e-05 -0.000383082 0.000299049 0.000550193 0.00067496 -9.85354e-06 -5.04462e-05 -6.83442e-05 0.00012842 0.000391116 0.000157414 1.12275e-05 0.000287082 -2.88331e-05 -5.60573e-05 -4.37154e-05 -4.55311e-07
internal_weight=0 70378 209253 206602 41076 63878 38450 21098 3904 17352 165526 106015 101799 59511 34658 6500 14967 1851 2385 665 2053 49809 53084 53043 417 52626 52461 31601 31565 2949 28616 2615 1433 34627 1720 686 392 165 49123 17194 15630 1564 664 6480 5001 278 67141 34267 32819 32874
internal_count=279631 70378 209253 206602 41076 63878 38450 21098 3904 17352 165526 106015 101799 59511 34658 6500 14967 1851 2385 665 2053 49809 53084 53043 417 52626 52461 31601 31565 2949 28616 2615 1433 34627 1720 686 392 165 49123 17194 15630 1564 664 6480 5001 278 67141 34267 32819 32874
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=51
num_cat=0
split_feature=4 1 8 5 4 9 10 2 9 6 10 14 2 7 1 3 1 10 3 1 5 9 0 12 0 0 7 1 13 14 10 6 10 3 8 1 1 10 3 10 0 1 6 1 3 3 14 3 10 0
split_gain=0.0267695 0.0390845 0.0319332 0.0537434 0.0338396 0.0275431 0.0606116 0.0593019 0.0580567 0.0497446 0.0488014 0.0428269 0.035436 0.0362838 0.0286307 0.0363787 0.030542 0.0272635 0.0392844 0.0260516 0.0255685 0.0249341 0.0510745 0.0249097 0.0555858 0.0315048 0.0295909 0.032621 0.0295235 0.0281122 0.0429756 0.0305008 0.0273467 0.047542 0.0303134 0.0271584 0.0244642 0.0241874 0.0231628 0.0430708 0.043922 0.0331561 0.024781 0.023055 0.0312995 0.0304993 0.0229491 0.0227666 0.0247211 0.0225662
threshold=7.5000000000000009 2275.0720736400158 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.53452380952380962 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.73431372549019625 0.11583184257602865 3.5000000000000004 1.0000000180025095e-35 2324.1417906316678 21.500000000000004 2554.1430983545456 0.13100686498855837 23.500000000000004 2571.3753443570063 10.500000000000002 4.5000000000000009 1070.0586822807675 1.5000000000000002 1222.5833773881889 468.21736023005212 3.5000000000000004 3297.5540643465279 0.45080645161290328 0.13423423423423428 0.68496240601503777 1.0000000180025095e-35 0.85912698412698429 27.500000000000004 1.5000000000000002 2408.1508409761141 2503.1236745302976 0.13423423423423428 17.500000000000004 0.3623737373737374 557.89382435932782 1933.0103717701843 1.5000000000000002 2936.4214567341296 27.500000000000004 28.500000000000004 0.16064516129032261 22.500000000000004 0.86811594202898557 750.05186893448547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 -6 -8 20 14 -9 13 -13 38 19 -17 18 -18 -16 23 -3 -23 24 25 -10 27 29 -26 30 -25 36 34 35 -28 -34 -32 -19 39 41 -41 42 -7 45 -45 -39 -46 -38 -49 -20
right_child=1 21 4 -5 5 10 8 11 9 -11 -12 12 -14 -15 15 16 17 37 49 -21 -22 22 -24 26 28 -27 32 -29 -30 -31 31 -33 33 -35 -36 -37 47 43 -40 40 -42 -43 -44 44 46 -47 -48 48 -50 -51
leaf_value=-2.9184088835332115e-06 0.00022666761737316911 1.8494190350773229e-05 -0.00034969399515508338 8.2425166909188251e-05 0.0024053038544176769 7.5073474369539964e-05 -3.1493143276188133e-05 -0.00019847371920596842 -8.8885426314522272e-05 -0.00016139559320435101 -0.00037414164861647198 -1.695125638900065e-06 0.00082232754947127488 -0.00010776805632370117 -0.00017093046275786013 0.00018954801770713231 -0.00050983552318514336 0.0012673280283343048 0.0001216464366775384 -0.00092783656963244237 0.00095932415422860038 0.00027939953691768506 0.0027552134696055544 -2.9001879576739428e-05 0.0031629494700135424 0.00018041487551835066 -5.0037777902365769e-05 -0.00091274190552254357 0.00053625529515556993 1.5992845569888239e-05 0.00063344163749478569 0.00014678236031815891 0.00050929147075900495 0.002514319424517453 -0.0010133156770022267 -0.0011855603578367617 -0.001637935573706359 0.00010886781538756246 0.0001397380505627318 -0.00035637995095266772 1.3255257469825793e-05 -0.00014672771040998646 0.00029510998492714873 -0.00039193318814867613 0.00022455105213498106 0.0013808113002293492 -0.00015734813224252151 -0.00049368859973684368 0.0011840599347861655 -0.00017773395055272151
leaf_weight=77647 2838 17991 768 24195 24 8742 56737 6466 1284 2289 761 14482 114 18186 2159 1925 599 40 1029 120 83 392 22 1401 23 7044 145 87 20 9874 827 1044 60 20 187 39 21 2599 7016 1291 2129 1469 1499 609 773 48 801 54 37 1621
leaf_count=77647 2838 17991 768 24195 24 8742 56737 6466 1284 2289 761 14482 114 18186 2159 1925 599 40 1029 120 83 392 22 1401 23 7044 145 87 20 9874 827 1044 60 20 187 39 21 2599 7016 1291 2129 1469 1499 609 773 48 801 54 37 1621
internal_value=0 5.39543e-05 -4.43577e-06 1.7357e-05 -1.86132e-05 -1.69809e-05 -2.83467e-05 -7.93511e-05 -3.70176e-06 6.05551e-05 2.19099e-05 -8.08705e-05 -5.76741e-05 -6.0745e-05 3.06538e-05 -3.04349e-05 1.04869e-05 -3.19682e-05 -0.000144144 -0.000210785 8.33886e-05 2.73224e-05 0.000410965 8.01088e-05 0.000148153 0.000138895 3.88218e-05 5.22836e-05 0.00194123 5.86162e-05 0.000182985 0.000332754 -0.000359509 0.000290815 -0.000592607 -0.000158377 0.000539521 4.28695e-05 6.46462e-05 2.98251e-05 -0.000126277 7.54158e-05 0.000107281 3.2729e-05 -8.75608e-05 0.000131933 3.02046e-05 -0.000153979 0.000188473 -6.1484e-05
internal_weight=0 21243 258388 101842 156546 155778 120548 39272 81276 24539 35230 39248 32782 32668 34469 12323 10044 8119 3249 2279 22250 18405 414 22167 8371 8328 13796 13345 43 13258 3384 1983 451 119 332 99 939 4870 22146 15130 3420 11710 10241 4830 2183 2647 1574 112 91 2650
internal_count=279631 21243 258388 101842 156546 155778 120548 39272 81276 24539 35230 39248 32782 32668 34469 12323 10044 8119 3249 2279 22250 18405 414 22167 8371 8328 13796 13345 43 13258 3384 1983 451 119 332 99 939 4870 22146 15130 3420 11710 10241 4830 2183 2647 1574 112 91 2650
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=51
num_cat=0
split_feature=4 12 1 5 1 14 0 5 1 4 1 1 3 4 9 10 2 14 9 4 3 0 3 14 10 10 0 10 9 10 10 12 9 10 0 10 14 3 10 1 10 4 10 12 12 1 7 13 8 12
split_gain=0.0263836 0.0351601 0.0291336 0.025232 0.0234447 0.0345694 0.0248267 0.0230062 0.0284848 0.0232577 0.0438765 0.0398639 0.0749221 0.0426555 0.0275012 0.0376229 0.0582857 0.0332198 0.0322703 0.0547551 0.0297577 0.0516531 0.0299169 0.0333413 0.0285725 0.0275229 0.0265194 0.0353554 0.0314852 0.0242818 0.0557823 0.0240926 0.0230818 0.0753016 0.0807125 0.0391717 0.0388781 0.0369773 0.0333143 0.064917 0.0519414 0.0435689 0.0276638 0.024624 0.0245349 0.0374644 0.0244587 0.0243421 0.0227115 0.0223757
threshold=2.5000000000000004 1.5000000000000002 2408.1508409761141 11.500000000000002 1901.8677697110745 0.78679653679653694 1187.5997340955021 8.5000000000000018 2554.1430983545456 8.5000000000000018 2969.5094685919271 2263.042265477196 19.500000000000004 6.5000000000000009 3.5000000000000004 0.42705167173252284 3.5000000000000004 0.46247654784240161 2.5000000000000004 10.500000000000002 28.500000000000004 1113.5670458188422 36.500000000000007 0.21807065217391305 0.53033088235294124 0.43614130434782611 989.51400485044212 0.35067567567567576 2.5000000000000004 0.6478537360890303 0.78647416413373872 10.500000000000002 2.5000000000000004 0.45080645161290328 555.79974291387714 0.27149877149877155 0.11583184257602865 9.5000000000000018 0.81322674418604668 1670.9124033635953 0.71611721611721624 4.5000000000000009 0.81934731934731941 3.5000000000000004 2.5000000000000004 1170.6551352616641 1.0000000180025095e-35 0.061553030303030311 5.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 9 -9 11 -11 13 -13 32 15 16 18 26 -12 -20 -17 22 25 29 -16 -22 28 -28 -18 -24 -31 48 35 37 -35 36 -2 -34 39 41 43 -37 -40 -41 45 -38 -45 -36 -14 -30
right_child=7 4 -4 -5 5 -7 -8 8 -10 10 14 12 31 -15 24 20 17 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 49 30 -32 -33 33 34 47 38 44 -39 42 40 -42 -43 -44 46 -46 -47 -48 -49 -50 -51
leaf_value=1.2578496715242739e-05 -0.00020424190754132613 -5.7767970844370653e-05 -0.0007241211469509334 0.0010308229336990988 -0.00022317898571472966 0.001052856750794928 0.0014061335233393414 0.00040826272393084268 5.9883794786831911e-05 0.00020809860253935585 -0.0001290952376023911 -0.00033333411802735982 -1.8161601565063704e-05 0.00011045481401548116 0.00028023864174581581 -0.00021014720065714741 0.00081887845369055874 0.00056649553670366814 0.00010171627620621956 0.001610178611474858 0.0019053096081026726 -5.0312439814854623e-05 0.0027934509901302485 -6.2753679230809212e-07 -0.0006927093379618097 0.00028097153319364205 -0.00078489962730515957 -0.0027271933920788938 -0.00053468388959039374 -0.0008487583193830992 0.0027155138726811857 -0.00054029938623199837 -0.00021062415486608382 -0.00039617655738914638 -0.00027983564230683552 6.85701314101733e-05 6.9882360873698904e-05 9.1300004115552405e-05 -0.00024283366030151285 -0.00011999445718912119 0.00018017276587541876 0.00024465183263580907 -5.178992660344135e-06 0.00017964499107147165 5.7514140259294026e-05 -0.00010063667090879258 -9.3018976585346807e-05 8.2735630866233493e-05 -0.00027584863448565751 0.0009887377433478832
leaf_weight=23159 3815 22394 134 61 3105 54 29 747 2735 3998 849 2094 39472 10395 1103 724 50 72 263 78 27 1231 34 39 81 764 237 26 672 21 23 227 1057 1838 561 17304 4197 24984 1247 8616 2383 4408 67869 1615 5762 13854 1676 2648 874 25
leaf_count=23159 3815 22394 134 61 3105 54 29 747 2735 3998 849 2094 39472 10395 1103 724 50 72 263 78 27 1231 34 39 81 764 237 26 672 21 23 227 1057 1838 561 17304 4197 24984 1247 8616 2383 4408 67869 1615 5762 13854 1676 2648 874 25
internal_value=0 -3.33464e-05 1.10111e-05 1.52535e-05 -7.38408e-05 -0.000201366 -5.58747e-05 7.07359e-06 0.000134622 5.11893e-06 7.84666e-05 1.63003e-06 -4.1686e-05 1.22377e-05 -3.55094e-06 -5.36382e-05 -0.000205564 -0.000471151 3.59189e-05 0.00044676 6.69264e-05 0.000160709 0.000446797 0.00119304 0.000213677 0.000336417 -0.000545122 -0.000976913 -0.000393099 0.00178987 0.00101438 -2.66338e-05 6.00599e-06 4.47868e-05 -0.000131975 -3.07616e-06 -5.60558e-05 7.9045e-05 1.08484e-05 4.98492e-05 -3.29107e-05 0.000104318 -9.46679e-06 -7.5556e-05 -3.23154e-05 -6.09896e-05 4.0786e-05 1.93506e-05 -2.37438e-05 -0.000480042
internal_weight=0 48936 23354 23220 25582 3159 22423 230695 3482 227213 10317 216896 42667 174229 6319 5135 2272 1082 1190 341 2863 2139 908 117 1184 791 1010 263 747 78 44 40573 163834 31088 5047 132746 27628 26041 105118 36002 14290 21712 69116 11907 23813 18051 3291 3209 40346 697
internal_count=279631 48936 23354 23220 25582 3159 22423 230695 3482 227213 10317 216896 42667 174229 6319 5135 2272 1082 1190 341 2863 2139 908 117 1184 791 1010 263 747 78 44 40573 163834 31088 5047 132746 27628 26041 105118 36002 14290 21712 69116 11907 23813 18051 3291 3209 40346 697
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=51
num_cat=0
split_feature=5 11 8 5 8 7 9 14 0 10 13 1 3 4 8 5 2 1 13 5 2 9 10 9 10 2 6 1 7 10 2 7 10 10 3 7 10 13 7 10 12 8 2 14 13 5 1 9 12 7
split_gain=0.0251838 0.0254797 0.0260881 0.0277901 0.0534684 0.0404681 0.0383001 0.031777 0.0256983 0.0538512 0.0261647 0.0304571 0.024457 0.0235984 0.0243439 0.0372728 0.0259009 0.0232065 0.034248 0.0226391 0.0223811 0.0342191 0.0273152 0.0335165 0.0434358 0.0437755 0.043113 0.0279283 0.0247798 0.0253982 0.0238233 0.0295012 0.0297671 0.0332974 0.0376285 0.0234143 0.0267651 0.0258124 0.0219957 0.0226986 0.0217452 0.0255796 0.0217028 0.0216405 0.0215869 0.0295101 0.0213472 0.0341056 0.023389 0.0212695
threshold=18.500000000000004 1.0000000180025095e-35 10.500000000000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.57359307359307377 750.05186893448547 0.2022727272727273 0.22792207792207794 3616.7164640063575 18.500000000000004 10.500000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 3438.6371619929478 0.28062500000000007 5.5000000000000009 3.5000000000000004 2.5000000000000004 0.44590643274853808 1.5000000000000002 0.70659971305595415 2.5000000000000004 3.5000000000000004 3616.7164640063575 2.5000000000000004 0.75337837837837851 2.5000000000000004 2.5000000000000004 0.29478609625668456 0.49418604651162795 26.500000000000004 1.5000000000000002 0.79772727272727284 0.031754032258064523 9.5000000000000018 0.64400921658986188 3.5000000000000004 2.5000000000000004 3.5000000000000004 0.3373983739837399 0.10620300751879701 5.5000000000000009 3049.3733999235665 3.5000000000000004 6.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 20 13 7 38 -8 10 11 -10 -9 14 15 16 -1 -15 -19 -6 21 22 -5 -24 25 43 27 35 29 -22 -23 -32 -33 34 -34 37 -37 -26 39 42 41 -28 -7 -25 -36 -46 -18 48 -48 -27
right_child=-2 -3 -4 4 19 6 8 12 9 -11 -12 -13 -14 17 -16 -17 46 18 -20 -21 28 30 23 24 26 49 40 -29 -30 -31 31 32 33 -35 44 36 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 47 -49 -50 -51
leaf_value=0.00042664168209913603 0.00085548885494232348 -0.00015412782431352615 -0.00082288342393136793 -2.4930363619639803e-05 -0.00012420920369415886 -0.00030749749893210185 0.00015444744369003474 -8.1526003080969553e-05 -0.00044687408349024395 0.00015754054855836072 -5.3092152321808838e-05 -0.0015707724196018071 0.00022765756730638972 0.00053625646422834417 -4.1655411998726578e-05 3.8192576862527198e-05 -1.14277194641201e-05 -0.00021525887571163913 0.0012945241601406707 -2.3630598340671812e-06 -6.3147007755846499e-05 0.00036460738026849245 3.6473368221227131e-05 0.00041161853838881757 0.0006552986883634021 -6.7862646355681863e-05 0.00045354690718037703 -0.0008574276574872784 0.00013140896095968361 -0.00060114568206849541 7.3649612450010749e-05 0.00011965421504711544 0.00046859694849870617 0.00024907641716775649 0.0028511179498199261 0.00017382478588772487 0.0006613307627654566 0.00018347163456839766 -0.0015192468199999101 -0.00011522421075854154 -0.00090413894018764602 -0.000718775702376948 0.00078686199634356183 5.5385716043419076e-05 0.0022694296308028968 0.00028423914061729899 -0.00095180165578863699 0.00018198542777587032 -0.00010672079185216471 -0.0011530476259434617
leaf_weight=336 86 2665 96 8700 5998 2994 2338 2777 477 1038 391 69 831 404 32418 57590 106506 297 43 10461 4358 1332 16448 888 333 2453 120 50 1739 231 4375 499 109 218 33 414 880 2238 31 4648 101 76 46 820 39 36 213 209 133 46
leaf_count=336 86 2665 96 8700 5998 2994 2338 2777 477 1038 391 69 831 404 32418 57590 106506 297 43 10461 4358 1332 16448 888 333 2453 120 50 1739 231 4375 499 109 218 33 414 880 2238 31 4648 101 76 46 820 39 36 213 209 133 46
internal_value=0 -2.63185e-07 1.21778e-06 1.50361e-06 3.06903e-05 -7.09652e-06 -8.45269e-05 -0.000132809 4.22731e-05 -9.05186e-05 -0.000365316 -0.000588905 -1.03144e-05 -9.84896e-07 -2.04421e-06 5.73893e-06 -1.16638e-05 0.000280081 -2.43157e-05 -4.67663e-05 5.80853e-05 7.18414e-05 5.13246e-05 7.80033e-05 0.000159139 4.55019e-05 0.000272642 0.000316702 -2.93203e-05 -9.02287e-05 0.000175544 0.000128108 0.000383202 0.000685524 0.00112398 0.000331891 0.000505359 0.000244583 -0.000190065 -0.000184705 -0.000308146 -1.02717e-06 -0.000290938 0.000240593 0.00178544 0.00131654 -1.30394e-05 -0.000322329 -0.000626958 -8.7838e-05
internal_weight=0 279545 276880 276784 62995 213789 15640 11327 4313 1975 937 546 3608 198149 197405 164987 107397 744 340 16459 46536 40208 33567 24867 8419 4207 4212 3915 6328 4589 6641 5309 934 435 217 3865 1294 2571 7719 7688 297 196 3040 1708 108 75 107061 555 346 2499
internal_count=279631 279545 276880 276784 62995 213789 15640 11327 4313 1975 937 546 3608 198149 197405 164987 107397 744 340 16459 46536 40208 33567 24867 8419 4207 4212 3915 6328 4589 6641 5309 934 435 217 3865 1294 2571 7719 7688 297 196 3040 1708 108 75 107061 555 346 2499
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=51
num_cat=0
split_feature=4 13 12 7 6 2 3 0 0 14 9 10 10 3 14 10 10 10 1 3 9 1 10 3 13 0 1 9 1 7 13 10 0 13 10 14 10 1 2 12 6 4 0 1 8 3 14 9 10 3
split_gain=0.0245083 0.0426188 0.0322157 0.0242257 0.0236222 0.0684946 0.0640377 0.0330377 0.030435 0.0405076 0.0303372 0.0398185 0.0299578 0.0297495 0.0292504 0.0314778 0.0459798 0.0397666 0.0287559 0.0287073 0.0266994 0.0369847 0.0261095 0.0257658 0.0503208 0.0243599 0.0286577 0.0231625 0.0231057 0.0228846 0.0324379 0.0220082 0.0212497 0.0293361 0.0232164 0.0208536 0.040688 0.0452808 0.0334527 0.0309352 0.0218141 0.0252389 0.0223964 0.0208055 0.0275529 0.020552 0.0250081 0.020526 0.0204766 0.0202716
threshold=3.5000000000000004 0.87750000000000006 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 17.500000000000004 557.89382435932782 928.78428753650576 0.080540540540540564 2.5000000000000004 0.36899313501144165 0.73431372549019625 29.500000000000004 0.267479674796748 0.65450928381962881 0.9298029556650248 0.9104278074866311 2157.1361945500553 30.500000000000004 4.5000000000000009 4197.4883033117148 0.27386363636363642 28.500000000000004 0.22361111111111112 1364.7041533538422 1499.7414671454942 3.5000000000000004 2408.1508409761141 2.5000000000000004 0.028991596638655467 0.69337606837606847 865.45763568221207 0.11583184257602865 0.57979626485568769 0.077677224736048281 0.96609195402298864 4197.4883033117148 3.5000000000000004 9.5000000000000018 2.5000000000000004 12.500000000000002 1086.8692189335923 3134.7261784906077 1.5000000000000002 10.500000000000002 0.39736842105263165 3.5000000000000004 0.37668918918918926 42.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 45 47 5 6 18 -6 22 -10 14 13 48 -12 15 28 17 43 -2 -15 25 -22 -7 -16 31 35 -27 32 -8 30 -11 -25 34 -34 -24 36 37 -9 -38 40 41 -39 -42 -17 -45 46 -1 -4 -13 -44
right_child=1 -3 3 -5 7 8 10 20 9 29 11 12 -14 19 23 16 -18 -19 -20 -21 21 -23 27 24 -26 26 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 38 39 -40 -41 42 -43 49 44 -46 -47 -48 -49 -50 -51
leaf_value=1.5416787039657875e-05 1.1260718114949474e-05 8.5394192222297313e-05 -5.3934918138608905e-05 -0.00030594897243079312 8.7191700048792602e-05 -7.9882136518426994e-05 1.2044939370175813e-05 -9.5503044177322374e-05 0.0017732089580259408 0.0021929674003331456 0.00011098708842016117 0.0020926591847091913 -0.00036358662269504695 0.0024911308676774544 0.00016134318785973164 0.00034182983075572515 -1.0065221477323322e-05 0.0016741146613235794 -0.00069164066206287489 0.00018386551902429865 0.00017645906282101818 0.0016955068883535637 -4.0868767305708719e-05 -0.0001984274828056507 0.0026686943256936501 0.0020416219189064578 0.00013793711007691726 -0.00061688724236558354 -0.00026216039855824099 -0.0011710705934092403 -0.00012741343945562534 0.0013079300273889922 -0.002653531920874403 -0.00011857647495344282 -0.00048859758371690989 -1.929597538746802e-05 0.00033171408485784546 -0.0028563961730634965 0.0021912714996789066 0.0006756094579871458 0.00024487140876266902 -0.00063904059075173877 -0.0023049156266746911 -0.0016534231873529572 0.00020454399408273666 1.2242860690984719e-05 -6.3880388866883604e-05 -0.00033166733862144307 0.00048133946143351928 -0.00040230429668944068
leaf_weight=15819 42915 17636 11020 1207 7497 2597 1933 10505 46 20 3092 20 107 26 4356 1267 2649 54 146 28 872 42 913 67 30 20 1714 498 1275 30 61 38 21 25 424 68377 232 33 27 26 36 21 28 31 56 52900 26766 708 1392 28
leaf_count=15819 42915 17636 11020 1207 7497 2597 1933 10505 46 20 3092 20 107 26 4356 1267 2649 54 146 28 872 42 913 67 30 20 1714 498 1275 30 61 38 21 25 424 68377 232 33 27 26 36 21 28 31 56 52900 26766 708 1392 28
internal_value=0 1.17794e-05 -1.86014e-05 -9.26528e-05 3.32573e-06 2.64886e-05 4.09146e-05 -1.32758e-05 -0.000158643 0.000525622 0.000124926 0.000232811 0.000443037 0.000131306 8.21149e-05 2.01052e-05 0.000112654 0.000343536 8.8775e-06 0.00129477 -2.24656e-05 0.000246262 -0.000182633 0.000182427 0.000862722 -2.54961e-05 0.000159894 -0.000324496 -9.69363e-05 8.6037e-06 0.00044552 0.00034673 -0.00021921 -0.00127584 -0.000182856 -2.95493e-05 -9.36576e-05 -0.000108679 0.000525568 -0.000913383 -0.00119635 -0.00199409 -0.000728117 0.00029047 -0.00045749 -8.5699e-06 -3.4424e-05 -7.07012e-05 0.000504163 -0.00135361
internal_weight=0 171211 108420 12935 153575 64117 59482 89458 4635 157 16421 4665 1519 3146 11756 7265 4057 1408 43061 54 81961 914 4478 4491 135 81047 1734 1881 3208 111 81 105 1383 46 1337 79313 10936 10677 259 172 146 54 92 1354 87 95485 42585 11728 1412 56
internal_count=279631 171211 108420 12935 153575 64117 59482 89458 4635 157 16421 4665 1519 3146 11756 7265 4057 1408 43061 54 81961 914 4478 4491 135 81047 1734 1881 3208 111 81 105 1383 46 1337 79313 10936 10677 259 172 146 54 92 1354 87 95485 42585 11728 1412 56
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=51
num_cat=0
split_feature=4 5 8 5 8 5 8 2 1 14 10 7 7 12 10 10 13 1 4 14 3 4 3 3 1 10 13 13 9 10 2 9 2 7 4 13 13 10 3 14 14 0 3 1 3 14 0 0 5 14
split_gain=0.0234645 0.026678 0.031862 0.0376929 0.0294672 0.0358886 0.0287724 0.0228957 0.0329273 0.0300123 0.0228781 0.0214844 0.0197347 0.0197126 0.0253146 0.0190328 0.0173032 0.0172425 0.0162661 0.024027 0.0172276 0.0162596 0.0259439 0.0229768 0.0290375 0.0243687 0.0471492 0.0211837 0.0203219 0.0533887 0.0326715 0.0208205 0.0288002 0.0277719 0.025202 0.0246775 0.0231097 0.0216618 0.0215967 0.0203611 0.0304547 0.05832 0.0292776 0.0189842 0.0322426 0.0230872 0.0186049 0.0340199 0.0329024 0.0183558
threshold=1.5000000000000002 5.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1791.9611273778253 0.81365740740740755 0.045983086680761107 11.500000000000002 4.5000000000000009 8.5000000000000018 0.13714733542319751 0.96076923076923093 0.78319623971797891 1828.8036808517843 10.500000000000002 0.41240409207161127 34.500000000000007 12.500000000000002 35.500000000000007 29.500000000000004 3049.3733999235665 0.96490147783251246 0.10102040816326532 1.0000000180025095e-35 1.5000000000000002 0.67054263565891481 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 0.12660256410256412 0.81934731934731941 0.23606811145510839 26.500000000000004 0.15075757575757578 0.59317129629629639 1187.5997340955021 24.500000000000004 3438.6371619929478 32.500000000000007 0.059714795008912663 1013.9723183850269 1046.9030864338465 3.5000000000000004 0.059714795008912663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 17 11 8 -1 10 -10 16 -6 21 -15 -14 -3 -2 -7 20 -20 22 23 24 28 -26 -27 -24 -5 31 39 33 34 -30 -33 37 -34 -36 -37 -31 -41 42 -42 -25 49 -46 48 -48 -29 -45
right_child=1 6 -4 13 12 18 -8 -9 9 -11 -12 -13 15 14 -16 -17 -18 -19 19 -21 -22 -23 27 43 25 26 -28 46 29 30 -32 32 36 -35 35 38 -38 -39 -40 40 41 -43 -44 44 45 -47 47 -49 -50 -51
leaf_value=-4.7873287556586114e-05 -7.2977215365322668e-06 6.2235460213669368e-05 -5.9229785953140005e-05 2.0775630731337774e-06 -2.9052206541720947e-05 3.9568667628376389e-05 -7.6551634894230037e-05 0.00051596225868440627 -0.0010056752471225791 0.00024352163888440639 -0.00032973800222097145 0.0013043057294756487 -0.00024889434527193484 0.00051629807408810652 -0.00047158865051255441 -0.0015015958088952176 0.00021292948919304159 -9.0750981161099358e-05 0.0009511663570494237 -0.00079904145871599521 -0.00052613328595686217 0.00049211620727197705 -0.0019359294628805441 0.00040820458531237258 -0.00021101999922164047 0.0020274004347655655 -0.00065031301778470797 -0.00079877495937162666 2.1475643670356764e-05 0.00039028390753125837 -0.00038612600101965532 0.00011445404263056138 -5.4568906315689066e-05 -0.00018948581490534343 -0.00049874908290803432 0.00059498639257473448 0.0005241351165418891 0.00051585553677517689 0.0019579096340748949 8.7087050206529175e-05 0.00028250028136586912 0.0026642075808787791 0.0017677348538521018 0.00081456152387545441 -0.00036202444247273409 0.00049644505414132172 -0.0021476913329904839 -0.00023249195269865755 0.0012699287506256953 -0.00030251929205278111
leaf_weight=9849 37836 14860 21833 20088 74367 46762 3329 164 144 203 958 36 578 79 362 32 2185 7400 139 30 23 199 23 756 1573 35 31 37 14306 1344 232 7692 3679 1751 100 317 181 111 32 3337 1377 27 34 40 95 446 31 92 40 456
leaf_count=9849 37836 14860 21833 20088 74367 46762 3329 164 144 203 958 36 578 79 362 32 2185 7400 139 30 23 199 23 756 1573 35 31 37 14306 1344 232 7692 3679 1751 100 317 181 111 32 3337 1377 27 34 40 95 446 31 92 40 456
internal_value=0 2.97473e-06 -1.5491e-06 4.02148e-06 -8.09766e-06 1.08339e-05 5.79218e-05 -7.05211e-05 -7.91443e-05 -0.00031515 -0.000418064 8.413e-05 -3.13755e-05 3.84157e-05 -0.00029462 -0.00031461 8.15529e-05 -2.09496e-05 4.14544e-05 0.000500728 0.000741426 4.09279e-05 3.93868e-05 4.1455e-05 3.58381e-05 -0.000171528 0.000769687 -0.000498886 4.2062e-05 6.53299e-05 0.000196286 3.58046e-05 8.52988e-05 -1.5295e-06 0.000138031 0.000461873 -2.74328e-05 3.50003e-05 0.000719954 0.000218367 0.000169979 0.000362336 0.000318289 0.000217657 7.87424e-05 0.000345697 -0.000333626 -0.000715184 0.000275876 -0.000212432
internal_weight=0 268313 247903 226070 167167 92190 20410 11318 11154 1305 1102 17081 74977 58903 441 610 17045 45236 46954 192 162 58462 58263 58040 56247 1639 66 223 54608 34520 6351 28169 12112 16057 8252 560 3860 211 349 6119 4775 1438 1411 1793 1037 541 200 123 77 496
internal_count=279631 268313 247903 226070 167167 92190 20410 11318 11154 1305 1102 17081 74977 58903 441 610 17045 45236 46954 192 162 58462 58263 58040 56247 1639 66 223 54608 34520 6351 28169 12112 16057 8252 560 3860 211 349 6119 4775 1438 1411 1793 1037 541 200 123 77 496
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=51
num_cat=0
split_feature=2 1 13 7 3 4 4 14 0 12 2 3 6 3 9 10 4 10 13 12 5 7 12 3 3 14 3 7 1 0 0 2 10 6 0 3 0 10 5 9 2 10 9 9 4 3 7 10 1 3
split_gain=0.0239815 0.0578258 0.0398286 0.0396819 0.0388808 0.0307145 0.0269593 0.0290662 0.0268364 0.0641569 0.0264563 0.0335969 0.0246404 0.0247602 0.0239689 0.0266672 0.0274534 0.0234992 0.0441952 0.022348 0.0220885 0.0212622 0.0203006 0.0261552 0.0199866 0.0192643 0.0192585 0.0220904 0.0183972 0.0179319 0.0176841 0.0172302 0.0411599 0.0285645 0.0881128 0.0548566 0.0564031 0.0356212 0.0269307 0.0264671 0.0258541 0.0516869 0.0418505 0.0400477 0.039804 0.0388328 0.0365344 0.0358051 0.0833655 0.071573
threshold=2.5000000000000004 3091.4684149673285 0.40270270270270275 1.0000000180025095e-35 18.500000000000004 4.5000000000000009 2.5000000000000004 0.77951388888888895 1289.0088005912796 2.5000000000000004 1.5000000000000002 12.500000000000002 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 0.35067567567567576 7.5000000000000009 0.96225071225071235 0.037749287749287756 1.5000000000000002 7.5000000000000009 2.5000000000000004 7.5000000000000009 22.500000000000004 24.500000000000004 0.73431372549019625 18.500000000000004 9.5000000000000018 985.46635494155419 1061.8284994139024 1222.5833773881889 4.5000000000000009 0.33666666666666673 3.5000000000000004 607.80887334671706 23.500000000000004 800.94442982758699 0.95060975609756104 11.500000000000002 4.5000000000000009 3.5000000000000004 0.6478537360890303 2.5000000000000004 2.5000000000000004 6.5000000000000009 44.500000000000007 3.5000000000000004 0.65450928381962881 1446.884972012386 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 10 7 17 12 -10 11 -4 13 30 -7 -16 20 -2 -19 26 -17 22 23 -5 -6 -23 -12 -28 -8 -14 -1 33 -33 38 -35 37 -37 -36 40 -38 42 43 45 -42 -44 47 -46 48 -30 -49
right_child=6 -3 5 21 24 14 28 -9 9 -11 19 -13 29 -15 15 16 -18 18 -20 -21 -22 25 -24 -25 -26 -27 27 -29 31 -31 -32 32 -34 34 35 36 39 -39 -40 -41 41 -43 44 -45 46 -47 -48 49 -50 -51
leaf_value=1.382997329704793e-05 -0.00012196465472223205 0.00092069999375650837 0.0003489339587155161 -3.4687118564954169e-05 0.00015362799457911623 5.0228499836451045e-05 -0.00061363137464800349 9.9290267828507737e-05 -0.0028442142773061419 0.00087151684399162021 -1.8621250385445966e-06 0.0023523993324488404 -2.8392625988920675e-05 0.0001285444681196181 7.1372045281175491e-05 0.0002250553674122728 0.00085288807100626163 0.00094461841879158533 -0.0016752380122003767 9.1553799003319395e-05 0.0017800616509149499 -0.00016315514727862151 -0.00058519176853480729 0.00015765814725606303 0.00067198345636201992 7.5045363451722491e-05 0.00026893810762368197 -0.0010284580887802055 0.00012126423153741974 -0.00035292954054666991 0.0012285738501426145 0.00029034563472148572 -0.00029099021096686315 0.00048891615754841241 -0.0003403499413977384 0.00033461142142633378 -0.00016027900421681105 -0.0012142127935057655 0.00042122592377947165 0.0009643042279969691 0.00049523476934563656 -0.00037085844543569306 2.6934394177751261e-05 -4.9495877467665652e-05 0.00014343263176298132 0.0017785181737660122 0.00064321091277000082 -0.00021337543584943895 -9.0109450817961155e-05 6.7785592415033562e-05
leaf_weight=22976 8748 175 232 39585 3319 9737 126 1641 26 21 39852 23 16367 6124 3301 3225 191 22 60 8750 23 5432 163 1850 197 1006 937 34 5646 437 30 1265 401 568 1566 717 4074 126 370 53 345 1256 21132 15330 4774 30 396 2599 26839 17534
leaf_count=22976 8748 175 232 39585 3319 9737 126 1641 26 21 39852 23 16367 6124 3301 3225 191 22 60 8750 23 5432 163 1850 197 1006 937 34 5646 437 30 1265 401 568 1566 717 4074 126 370 53 345 1256 21132 15330 4774 30 396 2599 26839 17534
internal_value=0 1.22939e-05 1.13236e-05 -9.00268e-06 2.24158e-05 4.1223e-05 -1.74398e-05 -9.39494e-05 1.01616e-05 -0.00118399 2.16539e-05 0.000529639 1.13835e-05 3.91974e-05 0.000100402 0.000172885 0.000270325 -0.000129862 -0.00097235 1.90409e-05 0.000236067 -4.13767e-05 -2.829e-05 -2.60992e-05 0.000182671 -0.000125934 3.49847e-06 0.000223509 -9.82065e-06 -3.68324e-05 1.5414e-05 -9.09623e-06 0.00015042 -1.16675e-05 -0.000108422 -0.000160332 -7.47217e-05 -0.000405425 -4.52638e-06 -0.000145837 -6.16933e-06 -6.22358e-05 5.85424e-06 -3.75066e-05 5.73582e-05 -1.98762e-05 0.000181714 -2.09016e-05 -5.3372e-05 3.14901e-05
internal_weight=0 164013 163838 97533 49497 66305 115618 10471 45981 47 49828 255 45934 29130 16477 6740 3439 8830 82 49573 3248 48036 41598 41435 3516 6438 40823 971 105147 16804 23006 105021 1666 103355 7104 6536 4844 1692 96251 4127 95881 16931 78950 15675 26302 52648 5170 52618 32485 20133
internal_count=279631 164013 163838 97533 49497 66305 115618 10471 45981 47 49828 255 45934 29130 16477 6740 3439 8830 82 49573 3248 48036 41598 41435 3516 6438 40823 971 105147 16804 23006 105021 1666 103355 7104 6536 4844 1692 96251 4127 95881 16931 78950 15675 26302 52648 5170 52618 32485 20133
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=51
num_cat=0
split_feature=8 5 9 10 10 9 6 5 0 11 3 13 10 0 2 0 7 13 2 6 10 0 7 1 5 2 14 3 4 0 14 8 9 3 10 10 14 10 3 1 5 1 1 7 0 0 10 10 14 13
split_gain=0.0230396 0.0713183 0.0294396 0.0342068 0.0336546 0.0442702 0.0386872 0.039887 0.0373955 0.0331057 0.0280572 0.0268012 0.0264683 0.0303687 0.0264157 0.0467335 0.0272048 0.025913 0.0258724 0.0376135 0.0306843 0.0279712 0.0243781 0.0243658 0.0254463 0.0240786 0.0226492 0.0221889 0.0413939 0.032623 0.0259048 0.0215368 0.021528 0.0523546 0.0312083 0.0571041 0.0394476 0.0248619 0.0358504 0.0233735 0.0224995 0.0266808 0.0238209 0.0222617 0.0344846 0.0285086 0.0259258 0.0224594 0.025316 0.0217606
threshold=1.5000000000000002 1.5000000000000002 2.5000000000000004 0.76568627450980398 0.68496240601503777 1.5000000000000002 2.5000000000000004 4.5000000000000009 1321.1033005038273 0.13423423423423428 10.500000000000002 0.5064102564102565 0.13423423423423428 658.36447093627214 3.5000000000000004 1159.2799263297591 2.5000000000000004 0.68857758620689669 3.5000000000000004 5.5000000000000009 0.52440476190476204 924.13557371275863 1.0000000180025095e-35 4197.4883033117148 9.5000000000000018 3.5000000000000004 0.04210992907801419 23.500000000000004 3.5000000000000004 920.13071123443217 0.19399641577060936 6.5000000000000009 2.5000000000000004 33.500000000000007 0.50490196078431382 0.84292763157894746 0.16496598639455784 0.64400921658986188 36.500000000000007 1625.8069352355453 7.5000000000000009 2186.0906012484365 2486.2186977821766 3.5000000000000004 937.98699740156701 1013.9723183850269 0.96076923076923093 0.95742753623188415 0.18634259259259262 0.04819976771196284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 4 9 8 -6 7 -7 14 12 -3 -10 13 -4 16 -16 -2 18 32 20 -20 -22 25 24 -9 -1 -24 -19 -29 30 -30 -18 34 49 36 37 -12 38 39 -36 43 -42 -43 47 -45 46 -46 -37 -49 -34
right_child=2 10 3 -5 5 6 -8 23 11 -11 17 -13 -14 -15 15 -17 31 27 19 -21 21 -23 26 -25 -26 -27 -28 28 29 -31 -32 -33 33 -35 35 40 -38 -39 -40 -41 41 42 -44 44 45 -47 -48 48 -50 -51
leaf_value=1.1824441242933156e-05 -7.9471171552402775e-05 -3.1605415042393872e-05 0.00010370117715289603 -0.00041938391824308048 -3.8964784181457279e-05 5.3874904905190289e-05 -0.00017184014362463761 0.00028079710663097846 0.00022974681851778631 -0.0011257814132745881 -0.00015155951437960733 0.0015911368199456961 8.6436485171720437e-05 -9.5759348029010033e-05 0.00052929811848343887 -0.0013253394269237394 -0.00021133632681550075 0.00011745929473022464 -2.4856978109287666e-05 0.00066837827493515566 -0.00042572124351670664 0.000547756733916079 -0.00041826351331138113 -0.0011382068154113046 0.0010169936548693167 -0.00016831370332065176 -3.7310002603391502e-05 -0.00065105824393131551 0.00048329019901127772 0.00020996925862806434 0.0017814785202140326 -0.00088641411709202637 -4.7066113941481392e-05 0.0017840469137151193 0.00028548808087867905 1.9880433779939316e-05 3.2099273081048997e-05 0.00026036178408835254 0.0020010217898137248 -2.5346256563786544e-05 -0.00011890287647838706 0.0019814113735355933 0.00054174115134896156 9.0806247042412593e-05 -0.00058182111929749847 -0.00028291618116670401 -0.0020623793670286735 4.9662896269272508e-06 0.00046420254997571925 0.00014336389818436662
leaf_weight=58335 20612 10251 2898 418 29691 5194 1224 2197 495 61 4079 39 12685 5588 320 38 2993 9471 5315 177 829 81 393 29 124 1916 54087 63 65 143 94 123 1800 47 837 18318 10323 4612 24 2180 100 40 102 496 77 391 48 579 623 9006
leaf_count=58335 20612 10251 2898 418 29691 5194 1224 2197 495 61 4079 39 12685 5588 320 38 2993 9471 5315 177 829 81 393 29 124 1916 54087 63 65 143 94 123 1800 47 837 18318 10323 4612 24 2180 100 40 102 496 77 391 48 579 623 9006
internal_value=0 9.46287e-06 -2.17674e-05 2.85402e-05 -3.9034e-05 -9.81302e-06 8.89033e-05 0.000131208 -8.46802e-05 3.73586e-05 4.5645e-05 0.000329174 4.07099e-05 -2.76429e-05 -9.38556e-05 0.000332437 -0.000100287 5.69707e-05 4.4655e-05 -5.0354e-05 -7.07903e-05 -0.000339071 -1.58203e-05 0.000302132 0.000320129 6.09599e-06 -4.00581e-05 0.000132202 0.000514745 0.000757942 0.00125077 -0.000237984 5.59856e-05 0.000118886 4.00466e-05 7.04262e-05 -1.99174e-05 0.000187183 7.61997e-05 6.08879e-05 2.74137e-05 0.00050671 0.000947282 2.17645e-05 -0.000206892 -0.000493052 -0.00115036 3.3619e-05 0.00024299 0.000111643
internal_weight=0 194902 84729 21650 63079 38459 8768 7544 24620 21232 80171 534 21171 8486 24086 358 23728 69920 60084 6402 6225 910 114731 2350 2321 60251 54480 9836 365 302 159 3116 53682 10853 42829 28427 14402 7653 3041 3017 20774 242 142 20532 1012 516 125 19520 1202 10806
internal_count=279631 194902 84729 21650 63079 38459 8768 7544 24620 21232 80171 534 21171 8486 24086 358 23728 69920 60084 6402 6225 910 114731 2350 2321 60251 54480 9836 365 302 159 3116 53682 10853 42829 28427 14402 7653 3041 3017 20774 242 142 20532 1012 516 125 19520 1202 10806
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=51
num_cat=0
split_feature=2 1 13 7 3 1 9 10 5 3 1 0 12 5 4 14 10 13 3 6 3 7 0 1 13 0 7 4 1 0 10 3 5 10 1 11 0 7 12 9 0 14 7 10 10 0 9 14 13 14
split_gain=0.022146 0.0526162 0.0352893 0.0341562 0.0360938 0.0297557 0.0276878 0.0545095 0.0546966 0.0278879 0.0256713 0.0241901 0.0578788 0.0237128 0.0219773 0.0287516 0.0241851 0.0417147 0.02119 0.0210361 0.0224984 0.0200302 0.0195982 0.020402 0.0184099 0.0179561 0.0174144 0.016712 0.0257965 0.0228957 0.0367929 0.03552 0.0324542 0.0293565 0.0310574 0.0290504 0.0268026 0.033643 0.0250768 0.0241396 0.0268249 0.0208854 0.0206489 0.0204026 0.046974 0.0460924 0.0342332 0.0298292 0.0233596 0.0268294
threshold=2.5000000000000004 3134.7261784906077 0.40270270270270275 1.0000000180025095e-35 17.500000000000004 2128.0092764220458 1.5000000000000002 0.28759398496240607 5.5000000000000009 25.500000000000004 1015.6035085790342 1289.0088005912796 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.84292763157894746 0.96225071225071235 0.037749287749287756 24.500000000000004 1.0000000180025095e-35 13.500000000000002 4.5000000000000009 481.22977250753871 940.61843036718403 0.6198686371100165 462.5928975098721 1.5000000000000002 10.500000000000002 2763.170641305167 989.51400485044212 0.96362433862433872 27.500000000000004 6.5000000000000009 0.45584415584415588 3091.4684149673285 0.33809523809523817 883.9724472351171 5.5000000000000009 3.5000000000000004 4.5000000000000009 1070.0586822807675 0.53033088235294124 3.5000000000000004 1.0000000180025095e-35 0.084523809523809543 757.83164246805711 3.5000000000000004 0.032795698924731186 0.13423423423423428 0.045983086680761107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 22 25 13 -10 -2 19 -13 -9 15 16 -12 -18 -6 20 -1 -5 24 -24 -4 -8 -25 29 -29 30 35 33 -32 -31 -35 43 -34 38 41 -33 -41 -38 -30 45 46 -16 47 -45 -47 -50
right_child=10 -3 6 21 18 -7 7 8 9 -11 14 12 -14 -15 27 -17 17 -19 -20 -21 -22 -23 23 26 -26 -27 -28 28 42 31 32 39 36 34 -36 -37 37 -39 -40 40 -42 -43 -44 44 -46 48 -48 -49 49 -51
leaf_value=1.4302201502489131e-05 -0.00042543003694776676 0.0010717554672861982 9.5863719550063549e-05 -3.3836500542320278e-05 0.00012647892599930246 -0.00067828869123562222 0.00018355326954478984 8.2851069055530727e-05 0.00054993562385395828 0.0023267053784524171 -0.00011035045692753227 -0.0027015321099987397 0.0008277184196880885 0.00022637539149827557 0.00010044808808350375 0.00012215548013663166 0.0008986552529015833 -0.0016410152371552943 0.00064662511749702389 -3.6051600367802603e-05 0.00012720183718019454 -0.00028323932593583791 0.00091235380742895928 4.7105924727902328e-05 -0.00011095080075838966 -1.1224588248315957e-05 -3.9984331518915064e-05 0.0010675765562168174 0.00015106875313000524 -0.00012165467698905819 -0.00013420082824369377 -5.2062320175055587e-05 -0.0001092524568159734 -0.00034922990208194045 -0.0011192929970528221 -0.00071685359803521156 3.448373226211002e-05 0.002419655447738478 0.0018373749647630244 0.00013198384956347966 0.0022954416461288931 0.0015536891172329586 -0.00021851804246150524 -0.0015978495008312167 -1.0488663073581119e-06 -0.00035243093437294234 7.3020426751573087e-05 -0.00015537266993553793 0.00068791840720463799 -8.8275766633256583e-05
leaf_weight=23006 383 117 1359 47260 4873 158 1302 9962 555 23 8843 26 21 4047 10039 1444 22 61 204 15756 5460 819 65 23237 5168 12972 7623 69 2231 842 144 5903 62 454 184 144 92 38 41 38 23 30 455 36 71697 861 1921 8047 121 1393
leaf_count=23006 383 117 1359 47260 4873 158 1302 9962 555 23 8843 26 21 4047 10039 1444 22 61 204 15756 5460 819 65 23237 5168 12972 7623 69 2231 842 144 5903 62 454 184 144 92 38 41 38 23 30 455 36 71697 861 1921 8047 121 1393
internal_value=0 1.1814e-05 1.10574e-05 -8.06842e-06 2.10841e-05 6.65141e-06 3.9202e-05 7.60061e-05 0.00014398 0.000620638 -1.67591e-05 9.09602e-06 -0.00112463 0.000124313 -1.54008e-05 -8.48378e-05 -0.000118324 -0.00096785 0.000147379 1.0301e-05 3.59572e-05 -3.80849e-05 1.08402e-05 2.74568e-05 -6.78895e-05 6.54203e-06 2.5593e-05 -8.53429e-06 0.000112984 -1.18129e-05 -5.17369e-06 -9.62449e-05 0.000469199 -0.000315496 -0.000571317 -7.22198e-06 0.000799577 0.00107991 0.00076758 -4.18366e-05 0.000947714 0.000408059 8.84619e-05 -6.13621e-06 -1.52108e-05 5.35867e-05 -0.000116707 -0.000161797 -0.000144494 -2.62418e-05
internal_weight=0 164013 163896 97583 49504 44427 66313 28861 14587 578 115618 44269 47 14009 115235 10370 8926 83 5077 44222 28466 48079 37452 30925 6527 14274 30860 104865 2755 102110 94666 7444 407 1480 638 94259 263 201 163 5964 61 122 2686 94115 81701 12414 10004 8083 2375 1514
internal_count=279631 164013 163896 97583 49504 44427 66313 28861 14587 578 115618 44269 47 14009 115235 10370 8926 83 5077 44222 28466 48079 37452 30925 6527 14274 30860 104865 2755 102110 94666 7444 407 1480 638 94259 263 201 163 5964 61 122 2686 94115 81701 12414 10004 8083 2375 1514
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=51
num_cat=0
split_feature=5 4 2 1 9 10 5 6 10 7 7 13 10 13 3 14 9 10 3 13 2 5 12 4 1 14 14 9 10 6 2 0 0 3 1 11 10 1 3 10 14 10 14 10 3 0 12 1 10 12
split_gain=0.0223434 0.0235541 0.021244 0.04798 0.0326511 0.0545665 0.0526611 0.0353992 0.0376261 0.0348305 0.0287094 0.0270667 0.0261016 0.0259364 0.0258755 0.0256464 0.0251858 0.027845 0.0240248 0.0239137 0.0325557 0.022519 0.021581 0.0200197 0.0195336 0.0206021 0.022522 0.0190453 0.0853229 0.0398414 0.0513823 0.0489556 0.0446752 0.0358939 0.0353745 0.0346395 0.0336357 0.0444461 0.0342425 0.0471748 0.0346628 0.0324006 0.0317429 0.036011 0.0628979 0.0423758 0.0439092 0.0558403 0.0414103 0.0284643
threshold=18.500000000000004 1.0000000180025095e-35 2.5000000000000004 3049.3733999235665 1.5000000000000002 0.21913109756097562 2.5000000000000004 1.0000000180025095e-35 0.6198686371100165 2.5000000000000004 3.5000000000000004 0.080540540540540564 0.94201680672268917 0.38585607940446659 22.500000000000004 0.15075757575757578 2.5000000000000004 0.043961352657004842 8.5000000000000018 0.087595907928388769 1.5000000000000002 8.5000000000000018 6.5000000000000009 7.5000000000000009 2001.0640350640863 0.3816526610644258 0.36939571150097467 2.5000000000000004 0.56711711711711721 2.5000000000000004 3.5000000000000004 582.00200697471212 1173.0767376433671 23.500000000000004 3741.8673850150876 0.11882352941176472 0.53452380952380962 1200.5930205483244 11.500000000000002 0.77598566308243744 0.53410852713178303 0.096006144393241177 0.077677224736048281 0.053342816500711245 12.500000000000002 483.73222613482704 2.5000000000000004 3741.8673850150876 0.21913109756097562 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 10 11 8 -8 12 16 -7 24 14 -9 -10 19 -18 -4 -6 -21 -15 -14 -13 25 26 -3 29 35 36 31 41 -32 -33 -30 -29 37 -20 39 -38 -40 -31 -39 44 -44 48 47 -47 -45 -36
right_child=-2 2 18 -5 5 6 7 13 15 -11 -12 23 22 21 -16 -17 17 -19 27 20 -22 -23 -24 -25 -26 -27 -28 28 34 30 32 33 -34 -35 49 -37 38 42 40 -41 -42 -43 43 45 -46 46 -48 -49 -50 -51
leaf_value=-0.00022175562851017806 0.00080580240142427467 1.2783384561537997e-05 -0.00030796403345359724 0.00072172429081700164 -0.00017050757524172377 -5.4825275089734728e-05 0.00012612978140267496 -6.2658105755860255e-05 0.00068045852788460788 -0.00011494993722149525 -0.00039031708950118863 5.3459008205494116e-05 8.4481564428803276e-05 0.00017440919862071389 0.00030607096902186522 0.00030001500052457023 -3.9956507344769964e-05 0.0001445057491397455 0.00023098466605407926 0.0017179198045697477 -1.9525722769669663e-05 0.0014000411565096953 -0.0003273525255968796 0.00038327311724064444 -0.00025192277114349923 -3.3693513942025274e-05 0.0002326275709499004 3.1099102555117388e-05 -0.00022020856957355645 -0.00039433038241290096 0.00054008668186932018 -0.0003138867208786398 -0.0012083026801701638 -0.00010171939081552555 0.00077537718887331819 -0.00086538606903087823 6.2675640547514531e-05 -0.00020929093725238955 1.6420403828722949e-05 -0.0003431866034838292 0.00017292267096421075 0.00029532745689970461 -0.00036465170128346664 -0.00011966924308125666 0.00016443810425635438 -0.00020732183934641358 -2.9600591438008345e-05 0.002208356671811392 0.00022145861972051235 -0.00059341815975494686
leaf_weight=1195 86 30655 699 238 2931 6517 3426 3298 541 7179 503 24263 10541 2725 556 2445 3611 4720 1311 27 18946 38 328 469 833 37049 1211 46921 4627 211 422 3528 40 4583 158 108 1461 3426 17861 1404 4412 883 663 1543 3677 7425 7762 24 2101 50
leaf_count=1195 86 30655 699 238 2931 6517 3426 3298 541 7179 503 24263 10541 2725 556 2445 3611 4720 1311 27 18946 38 328 469 833 37049 1211 46921 4627 211 422 3528 40 4583 158 108 1461 3426 17861 1404 4412 883 663 1543 3677 7425 7762 24 2101 50
internal_value=0 -2.47899e-07 7.03068e-07 1.23188e-05 1.12818e-05 3.55053e-05 7.10356e-05 0.000155482 0.000239205 -9.41561e-06 -1.56762e-05 3.58263e-05 -1.7707e-08 7.43533e-05 -9.46315e-06 0.000368943 -9.44349e-06 6.45522e-05 -1.57232e-05 -3.75871e-05 -1.70532e-05 0.000191266 7.20534e-05 5.97134e-05 -1.12487e-05 -8.33961e-06 2.11381e-05 -1.39407e-05 8.47742e-06 -3.24734e-05 -0.000125832 -0.000151657 0.000388711 -0.000194005 -0.000191534 2.90404e-05 -1.54677e-05 -5.32301e-05 2.6492e-05 -0.000136218 4.74215e-05 0.000162313 -6.72268e-05 -4.62433e-05 8.36117e-05 -7.61331e-05 -0.000112821 -0.000199539 7.70129e-05 0.00044634
internal_weight=0 279545 278350 163050 162812 75016 44278 13029 6412 87796 30738 31249 80617 6617 3854 2986 30235 8331 115300 21904 18973 2763 10869 24732 69748 68915 31866 114601 51864 62737 9667 9205 462 8111 4835 47029 53070 27932 25138 2865 22273 1094 26621 23195 4340 18855 15211 7449 3644 208
internal_count=279631 279545 278350 163050 162812 75016 44278 13029 6412 87796 30738 31249 80617 6617 3854 2986 30235 8331 115300 21904 18973 2763 10869 24732 69748 68915 31866 114601 51864 62737 9667 9205 462 8111 4835 47029 53070 27932 25138 2865 22273 1094 26621 23195 4340 18855 15211 7449 3644 208
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=51
num_cat=0
split_feature=8 5 4 5 8 9 10 1 3 0 2 6 3 5 4 9 6 5 12 3 0 10 2 10 6 10 14 1 13 0 6 1 13 10 5 4 6 7 3 1 3 1 0 6 13 5 9 4 14 2
split_gain=0.0228386 0.0519593 0.0277131 0.0263119 0.0374465 0.0266222 0.0301512 0.0273688 0.0257083 0.0238374 0.0235516 0.0459574 0.0356301 0.0292555 0.0250957 0.0220412 0.0322765 0.0244864 0.0227043 0.0377664 0.0244479 0.0254153 0.0211908 0.0211419 0.0251006 0.0218116 0.0263481 0.0218858 0.0257702 0.0210846 0.0210459 0.0209153 0.0240706 0.0196059 0.0189492 0.0180357 0.0216632 0.0172892 0.0171508 0.0170938 0.0196535 0.0219902 0.019386 0.0264094 0.0170536 0.0195823 0.034231 0.0239703 0.0190206 0.0169485
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.68496240601503777 3183.3810684193081 12.500000000000002 1222.5833773881889 3.5000000000000004 4.5000000000000009 36.500000000000007 8.5000000000000018 11.500000000000002 1.5000000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 27.500000000000004 1078.5099592134823 0.92724867724867732 3.5000000000000004 0.077935222672064791 8.5000000000000018 0.042572463768115944 0.063164893617021281 3007.5741317529969 0.65450928381962881 1222.5833773881889 1.0000000180025095e-35 2904.5200653263769 0.10762548262548265 0.77598566308243744 5.5000000000000009 9.5000000000000018 1.5000000000000002 4.5000000000000009 26.500000000000004 1894.0094888517563 16.500000000000004 2036.9135851320555 1264.1367493995072 1.0000000180025095e-35 0.17445652173913045 7.5000000000000009 3.5000000000000004 6.5000000000000009 0.19399641577060936 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 39 34 6 7 49 9 33 13 30 -13 14 -10 -8 17 37 19 -19 21 -20 -18 24 25 27 -27 31 44 -16 -12 -7 38 -3 -5 -22 -37 -17 -33 42 41 -41 -4 -44 -29 46 48 -47 -46 -6
right_child=2 8 3 4 5 23 15 -9 10 -11 11 12 -14 -15 29 16 22 18 20 -21 35 -23 -24 -25 -26 26 -28 28 -30 -31 -32 32 -34 -35 -36 36 -38 -39 -40 40 -42 -43 43 -45 45 47 -48 -49 -50 -51
leaf_value=-2.1156567452456394e-05 -0.00031087140602560718 6.0351451029566714e-05 -1.7992517309189351e-05 2.3464049884360054e-05 -7.1204454945328891e-05 7.5090931431157749e-05 -4.6379440697464189e-05 0.00010062648537797353 8.6952761706376904e-05 -0.0011793337179586247 -0.00026965925521779921 0.00098398043651741311 -0.0012544317671563476 0.0011053774183303279 0.0018951295622641089 3.176430202294708e-05 -0.00029485926342809446 0.00045772269979178553 0.00025082620762139208 0.0023133698641121837 -0.00046914030937395581 0.001972352929243987 0.00070209007886848579 8.5629584075741605e-05 -0.0018372727074893191 -0.0011632168524277706 -0.00018463049783689253 -0.0001020167075542607 0.0010429457831809201 0.00025073693435512148 -1.4951132171611483e-06 0.00072141473065130419 0.00010513880562885151 -2.8301103787540369e-05 0.00011848373710104746 0.0012310740787189647 -0.00061134950093993988 -0.0013802708338268778 0.0024502911457182984 -0.00017301207873500439 -5.4139632466578578e-05 -0.00082055534811914196 -3.6082366782733625e-05 0.0020808116667187558 -0.0026716568575733727 -0.0012330399937927723 -0.00029309795846876641 0.00069043651329474937 -0.00092859003323547814 -0.00020812370395538587
leaf_weight=46791 768 11636 56055 51743 3834 1371 13064 1212 30567 42 1059 160 20 71 35 1482 658 503 841 29 212 22 58 7085 20 75 830 384 38 44 2367 32 67 13440 5839 39 27 22 26 1869 19277 141 34 26 34 25 76 46 29 5506
leaf_count=46791 768 11636 56055 51743 3834 1371 13064 1212 30567 42 1059 160 20 71 35 1482 658 503 841 29 212 22 58 7085 20 75 830 384 38 44 2367 32 67 13440 5839 39 27 22 26 1869 19277 141 34 26 34 25 76 46 29 5506
internal_value=0 1.82561e-05 -1.11845e-05 -9.85126e-06 7.74733e-06 -3.10292e-05 -5.65542e-05 -0.000122912 4.92811e-05 1.08428e-05 7.74107e-05 -4.34719e-05 0.000735268 9.16017e-05 8.9253e-05 -1.52611e-05 8.91649e-05 0.000157512 0.000289125 0.000558876 0.000163352 0.000294712 -0.000214101 3.82317e-05 -7.1763e-05 -6.0121e-05 -0.000265729 2.73203e-05 -0.000219382 0.000979265 -8.43865e-05 0.000131542 0.000750697 1.28363e-05 3.30994e-05 -0.000244433 0.000477355 1.11095e-05 0.00149643 -3.15031e-05 -6.96532e-05 -0.000218437 -1.7031e-05 0.000881238 -0.000300137 -0.000662413 -0.00100749 1.31561e-05 -0.00186929 -0.000151919
internal_weight=0 106232 173399 172631 95229 37647 27509 10552 59441 25118 34323 3606 180 30717 30646 16957 3893 3177 1673 532 1141 863 716 10138 3053 3033 905 2128 632 79 3426 1496 125 25076 57582 278 66 1504 58 77402 21287 2010 56115 60 594 210 139 71 63 9340
internal_count=279631 106232 173399 172631 95229 37647 27509 10552 59441 25118 34323 3606 180 30717 30646 16957 3893 3177 1673 532 1141 863 716 10138 3053 3033 905 2128 632 79 3426 1496 125 25076 57582 278 66 1504 58 77402 21287 2010 56115 60 594 210 139 71 63 9340
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=51
num_cat=0
split_feature=8 5 7 9 10 11 7 7 6 3 12 1 9 13 1 3 3 9 10 2 4 13 10 10 0 6 14 14 13 14 14 10 12 4 10 3 1 10 3 0 7 13 8 2 6 0 6 10 3 14
split_gain=0.021083 0.0608348 0.0272827 0.024871 0.0299309 0.0278322 0.0269546 0.0255444 0.0249191 0.0247239 0.023462 0.0220679 0.0237129 0.021701 0.0216322 0.0415764 0.0287309 0.0282919 0.0343845 0.0524359 0.0526621 0.0281871 0.0287048 0.0275348 0.027052 0.0439432 0.0363424 0.032363 0.0330599 0.0286934 0.0323651 0.0286732 0.0276579 0.0269961 0.0250155 0.0239899 0.0369678 0.0213771 0.0242211 0.0291537 0.0236195 0.0309806 0.0258362 0.0207449 0.0323104 0.0231989 0.0238893 0.0227874 0.0208091 0.031385
threshold=1.5000000000000002 1.5000000000000002 16.500000000000004 2.5000000000000004 0.76568627450980398 0.10435571687840291 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 10.500000000000002 11.500000000000002 3049.3733999235665 3.5000000000000004 0.68857758620689669 3007.5741317529969 27.500000000000004 29.500000000000004 3.5000000000000004 0.41763565891472876 3.5000000000000004 10.500000000000002 0.64400921658986188 0.15075757575757578 0.42705167173252284 1013.9723183850269 4.5000000000000009 0.29217479674796754 0.063164893617021281 0.25265957446808512 0.13100686498855837 0.2022727272727273 0.32071428571428579 5.5000000000000009 10.500000000000002 0.35067567567567576 24.500000000000004 2588.1722553952563 0.81016731016731025 26.500000000000004 861.95849707912703 4.5000000000000009 0.81365740740740755 3.5000000000000004 3.5000000000000004 1.5000000000000002 1203.0768547389173 5.5000000000000009 0.58434959349593507 27.500000000000004 0.032795698924731186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 5 7 -2 14 -8 -3 13 -1 -13 43 16 -16 35 18 19 20 21 22 -17 -19 27 26 29 28 31 33 -31 -21 -27 -26 -29 36 -5 38 40 -40 42 -42 -10 -11 47 46 -46 48 -45 -50
right_child=2 9 -4 4 -6 -7 8 -9 37 10 -12 12 -14 -15 15 17 -18 23 -20 24 -22 -23 -24 -25 25 32 -28 34 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 41 -43 -44 44 45 -47 -48 -49 49 -51
leaf_value=-1.2276116109597049e-05 5.8935378540995906e-06 -3.0047232487096173e-05 -0.0016402460858584026 6.2221815728971119e-05 -0.00039308146248030165 -0.00095413383949075796 -6.9597230901378251e-06 0.00064255727754974467 -0.00012468854823079447 5.2656326042461589e-05 -0.0011574918421683835 -0.00041946952209625117 0.00011371673379376023 0.00012263684848621748 -0.00043090015529792682 -0.00048189071421610028 0.0017899554533263046 0.00023045618990856907 0.00015942777725892534 -0.00099398241471104569 0.0019852785160765054 0.0017750443214975785 0.00034346615220860288 -0.00037919879676906563 0.00067466492791725112 -0.0029414704568418012 0.0013004881627857686 -6.5353440104639766e-05 8.4186470462555018e-05 -0.0028622035585742977 -0.0002994725544174964 -0.0030413305154070262 -0.00078856909665494005 -0.0010044300378972873 -0.00086390615291715193 0.00019837831598775317 -0.00019566009715280168 -4.7718563427054957e-05 0.00083737278286467442 -4.0625653817826741e-05 -0.0010186758397529568 0.000388333565719864 -0.00034029523274431379 -0.00015080152316733443 6.4936178130104461e-05 -0.0014901760803616567 0.00067614438978966045 -0.00048528138836946024 -0.001367138188159574 0.00026857269931530783
leaf_weight=113763 23722 10251 26 11701 418 71 13637 173 7338 53657 40 664 304 9836 649 189 24 1515 859 118 39 23 238 211 43 35 25 842 64 28 22 20 26 54 111 2574 1577 13643 98 2683 168 51 1714 2745 2456 23 171 418 31 543
leaf_count=113763 23722 10251 26 11701 418 71 13637 173 7338 53657 40 664 304 9836 649 189 24 1515 859 118 39 23 238 211 43 35 25 842 64 28 22 20 26 54 111 2574 1577 13643 98 2683 168 51 1714 2745 2456 23 171 418 31 543
internal_value=0 9.05215e-06 -2.08227e-05 -2.03256e-05 2.5913e-05 3.41622e-05 -3.62011e-05 3.74784e-05 -6.15894e-05 4.24693e-05 5.3101e-05 -1.42989e-05 -0.000252023 5.3794e-05 3.24906e-05 -5.69765e-05 6.12929e-05 -2.58907e-06 -0.000102589 -0.000222499 0.000222739 6.99858e-05 -2.18557e-05 0.000155927 -0.000379359 -0.000870819 -0.000461898 -0.000280216 -0.000855092 -0.000761624 -0.0017346 -0.0012907 -0.00202384 -0.000260089 -0.000158364 5.86757e-05 3.15937e-05 -9.05827e-05 -0.000139105 -9.68576e-06 -0.000177927 -0.000691016 -0.000165514 4.25166e-05 -4.2667e-05 9.08792e-05 0.000104722 -0.000137368 -9.35512e-05 0.000180233
internal_weight=0 194902 84729 84703 21649 21231 63054 21160 39332 80171 69920 114731 968 69880 20987 5111 15876 4462 2736 1877 489 450 427 1726 1388 233 172 1155 202 147 50 138 61 97 953 15852 13278 25695 12052 2781 9271 219 9052 60044 6387 2650 2627 3737 3319 574
internal_count=279631 194902 84729 84703 21649 21231 63054 21160 39332 80171 69920 114731 968 69880 20987 5111 15876 4462 2736 1877 489 450 427 1726 1388 233 172 1155 202 147 50 138 61 97 953 15852 13278 25695 12052 2781 9271 219 9052 60044 6387 2650 2627 3737 3319 574
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=51
num_cat=0
split_feature=4 1 12 7 2 0 14 3 0 1 14 1 10 10 1 10 6 0 12 1 6 0 3 14 4 0 12 8 10 0 14 2 3 10 8 5 2 12 0 6 9 10 10 1 10 5 14 13 5 1
split_gain=0.0208913 0.0465558 0.0380874 0.027449 0.0274598 0.0258282 0.0254138 0.0246444 0.0413316 0.0391913 0.0403342 0.030244 0.0246277 0.0251906 0.0466469 0.0258197 0.0237278 0.0238167 0.0264848 0.0231804 0.0231599 0.0284022 0.0248243 0.0221493 0.0216048 0.0210171 0.0204372 0.0193101 0.0192324 0.0215114 0.0191949 0.0303305 0.021225 0.0257187 0.0191734 0.0333629 0.0204736 0.0278239 0.0268909 0.0223115 0.0205624 0.0191277 0.0189315 0.0187378 0.0187346 0.0186721 0.0186365 0.0181179 0.0179858 0.0295061
threshold=5.5000000000000009 1697.8650502057942 6.5000000000000009 1.5000000000000002 3.5000000000000004 1289.0088005912796 0.44281045751633991 13.500000000000002 1364.7041533538422 1577.7371014993744 0.30495169082125612 1594.8741267876551 0.62645348837209314 0.84292763157894746 1744.8375241711753 0.82426470588235301 2.5000000000000004 937.98699740156701 4.5000000000000009 3741.8673850150876 6.5000000000000009 688.01059651735227 30.500000000000004 0.15075757575757578 12.500000000000002 507.58253548202873 6.5000000000000009 5.5000000000000009 0.48074074074074075 1124.0910823067372 0.26393188854489169 3.5000000000000004 42.500000000000007 0.97014260249554385 1.5000000000000002 9.5000000000000018 3.5000000000000004 2.5000000000000004 476.23565573595209 2.5000000000000004 3.5000000000000004 0.49418604651162795 0.81016731016731025 1992.9914357724244 0.63762626262626265 9.5000000000000018 0.029857397504456332 0.75304878048780499 10.500000000000002 2846.3956359091098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 12 42 24 8 9 10 23 -9 16 14 25 -16 -5 43 -19 20 22 -22 34 -1 47 -14 -8 -24 46 -30 31 32 33 -31 35 36 37 -13 40 -40 41 -38 -2 -18 -32 -21 -26 -3 49 -15
right_child=1 6 -4 4 -6 -7 26 11 -10 -11 -12 19 13 48 15 -17 17 18 -20 45 21 -23 27 -25 28 -27 -28 -29 29 30 44 -33 -34 -35 -36 -37 38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.0482187566653074e-05 0.00024358149564139968 -1.5997108888428208e-05 -0.00019624167424162192 -7.3562827761995014e-05 0.00011433743134443935 0.0019450941076502204 7.3604217242071238e-05 0.00013175939010591853 -0.0016383033735343278 -0.00015968740659821546 -2.6712155321615014e-05 -1.0998603008096036e-05 -1.3602545463728376e-05 -3.9310473764773921e-05 -0.00013183532139650767 0.00057715547533635479 -0.00016628751872988212 -0.00013807944776778963 0.00067979645102226162 -0.0022648805496282877 0.0012105914034778141 0.00018174083052308727 0.0011456471865828866 7.1561936192579543e-05 -0.0013112934030617069 0.00037385479163600053 -0.00091947201688246695 6.2863716945535503e-05 0.0010801673986861715 0.00073500156601911926 0.0023428244795650247 -0.001058204352429652 0.0017860096058069286 -0.00053922527014138826 -2.4235736585315512e-05 0.0015587870432581339 0.00048012912760110761 8.9424099115752772e-05 -0.00027041687234603942 0.00015401808210261159 -0.00016360604001417568 -0.00021929528540192496 7.1036187426657557e-05 -0.00049695441686644541 0.00033918890788169976 -0.00013019625441215577 9.0784253803345816e-05 0.00014523536458355761 0.00036400106461691845 -0.00054122298964609441
leaf_weight=13444 2797 47314 2651 14967 2626 20 14017 6427 39 4215 67121 11599 466 16834 1686 139 808 544 121 20 84 333 86 21196 26 1406 52 79 114 88 20 47 23 72 20860 36 436 17017 1653 381 353 126 3683 912 28 21 268 1809 269 298
leaf_count=13444 2797 47314 2651 14967 2626 20 14017 6427 39 4215 67121 11599 466 16834 1686 139 808 544 121 20 84 333 86 21196 26 1406 52 79 114 88 20 47 23 72 20860 36 436 17017 1653 381 353 126 3683 912 28 21 268 1809 269 298
internal_value=0 2.35655e-05 -7.92579e-06 -5.50942e-06 -4.20946e-05 0.00015105 1.05932e-05 3.56934e-06 -1.08854e-05 -1.02865e-05 -4.09825e-06 2.93196e-05 -5.27783e-05 -1.64883e-05 0.000102043 -7.78355e-05 -9.69028e-05 -0.000243372 1.07371e-05 1.6917e-05 1.78356e-05 0.000388991 1.48946e-05 3.97201e-05 -6.16813e-06 0.000277404 6.99337e-05 0.000627224 0.00027249 0.000501764 0.000264577 7.47762e-05 0.00036576 0.000161599 1.29687e-05 3.75275e-05 3.57925e-05 4.87195e-05 -8.9646e-05 -0.000190914 0.000135467 0.000323319 0.000145513 -0.000341618 0.00117404 -0.00117151 -3.3209e-05 -1.00596e-05 -4.16712e-05 -4.80409e-05
internal_weight=0 70378 209253 206602 41076 6500 63878 165526 106015 105976 101761 59511 38450 21098 3697 1825 17352 2385 665 53084 53043 417 52626 34640 49809 1872 14069 165 686 392 278 230 183 160 52461 31601 31565 28616 2949 2034 915 562 6480 1720 48 41 294 49123 17401 17132
internal_count=279631 70378 209253 206602 41076 6500 63878 165526 106015 105976 101761 59511 38450 21098 3697 1825 17352 2385 665 53084 53043 417 52626 34640 49809 1872 14069 165 686 392 278 230 183 160 52461 31601 31565 28616 2949 2034 915 562 6480 1720 48 41 294 49123 17401 17132
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=51
num_cat=0
split_feature=8 5 4 5 8 7 3 0 2 6 3 5 4 0 10 9 9 7 0 14 12 10 1 0 6 10 2 5 5 7 12 0 10 1 9 3 14 12 4 6 0 12 1 10 3 13 3 10 10 4
split_gain=0.0204299 0.0449685 0.0249175 0.0249988 0.0359365 0.0253611 0.0219766 0.021444 0.0198154 0.0395827 0.0312131 0.0261458 0.0203448 0.0208391 0.0199812 0.023646 0.0183553 0.0198523 0.0357423 0.0232459 0.0226328 0.0187296 0.0247197 0.0209964 0.021107 0.0206488 0.0209713 0.0190951 0.0183295 0.0182414 0.024668 0.0257344 0.0311163 0.0367992 0.0218491 0.0216451 0.0216068 0.0185333 0.018472 0.0204905 0.0381556 0.0180235 0.0178913 0.0176427 0.0174683 0.0185067 0.0350163 0.0328135 0.0180972 0.017547
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 9.5000000000000018 12.500000000000002 1222.5833773881889 3.5000000000000004 4.5000000000000009 36.500000000000007 4.5000000000000009 11.500000000000002 1146.5960345662522 0.59761904761904772 2.5000000000000004 2.5000000000000004 5.5000000000000009 1095.150540518749 0.053342816500711245 3.5000000000000004 0.71611721611721624 3297.5540643465279 1104.0542682349771 5.5000000000000009 0.04819976771196284 2.5000000000000004 7.5000000000000009 6.5000000000000009 2.5000000000000004 1.5000000000000002 773.3327466365821 0.084523809523809543 3741.8673850150876 2.5000000000000004 21.500000000000004 0.050641025641025648 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 1124.0910823067372 2.5000000000000004 1813.8324983603854 0.77598566308243744 37.500000000000007 0.20881782945736438 38.500000000000007 0.2022727272727273 0.56330128205128216 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 28 29 7 43 11 14 -11 12 -8 -14 15 -10 21 -18 19 -19 -21 22 25 24 -24 -6 27 41 44 -4 35 34 33 -33 -32 36 -31 -37 -34 -40 -41 -27 -30 -3 49 46 -46 -47 -49 -5
right_child=2 6 3 4 16 -7 8 -9 9 10 -12 -13 13 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 42 30 31 32 38 -35 -36 37 -38 -39 39 40 -42 -43 -44 -45 45 47 -48 48 -50 -51
leaf_value=-1.9398982179436133e-05 -0.00029474776346714816 5.7554091978252005e-05 -1.6428984474555739e-05 2.2899805855059138e-05 4.5858646128509027e-05 -0.00098842546388315153 7.3612726544198582e-05 -0.0011182568340224125 0.0010740572316671148 0.00091675848409977334 -0.0011783186148386449 0.00031016013013542443 0.0021531437387001581 0.00034023270983358519 -0.00046297864379379254 -5.5984493855768418e-05 1.8370528991474717e-05 0.0023843297534594538 -0.0013164594928226012 0.0010425477005893218 -0.00037978467852354235 -2.7384176317904376e-05 0.0012609085706727847 1.1347859599357872e-05 -0.00040742702459773192 -2.7629735874749413e-05 -0.00034368185823725831 0.00043664620369037789 0.00042467263406492086 0.0013094500041916036 -0.00015558289720261469 -0.00046652179095665734 -0.00024596901711678798 -0.0021004418502687605 0.00015817146310929261 0.0010443777005436044 -3.9107018184406424e-05 0.00019324412167401008 -6.9159322824776019e-05 0.0014142746880679625 -0.00048657300874104052 -0.00049111267357160261 0.00010107983329103882 -2.6542770978935067e-05 -0.0016271995751211716 -0.0012253549396215627 -0.00022544292924245456 0.0020624405562715688 0.00025696429723341549 0.00015158951608317868
leaf_weight=46791 768 11636 103523 34662 699 68 29404 42 47 160 20 1239 23 51 305 3074 4553 21 22 88 41 7242 70 586 26 732 2205 154 473 30 1224 502 2360 37 1015 81 2995 304 896 66 44 294 4407 13440 57 24 204 23 35 2868
leaf_count=46791 768 11636 103523 34662 699 68 29404 42 47 160 20 1239 23 51 305 3074 4553 21 22 88 41 7242 70 586 26 732 2205 154 473 30 1224 502 2360 37 1015 81 2995 304 896 66 44 294 4407 13440 57 24 204 23 35 2868
internal_value=0 1.72666e-05 -1.05783e-05 -9.31406e-06 1.69269e-05 -2.31103e-05 4.61291e-05 1.05899e-05 7.21371e-05 -3.87435e-05 0.000683972 8.51539e-05 7.56965e-05 0.000903705 -7.67146e-05 -3.89669e-05 -4.51924e-05 3.82906e-05 0.000565592 0.000841626 0.000590489 -7.8042e-05 -0.000155017 0.000123637 0.000809068 -0.00020155 -0.00025264 -8.25157e-05 4.12397e-05 -2.25298e-05 -8.86353e-05 -0.00014849 -0.000225975 -0.000578683 -1.33495e-05 1.92079e-05 -2.57329e-05 0.000372314 -0.000169495 9.90672e-06 0.000653936 -0.000160441 0.000132444 1.24806e-05 2.94878e-05 -0.000325712 -0.000531574 0.000329529 0.000972929 3.27341e-05
internal_weight=0 106232 173399 172631 59486 113145 59441 25118 34323 3606 180 30717 29478 74 3426 3121 16733 4725 172 150 129 12008 4766 682 96 4084 3385 1180 42753 113077 9554 6144 3905 539 2239 3410 3025 385 3366 1006 110 1026 4880 25076 37873 343 261 82 58 37530
internal_count=279631 106232 173399 172631 59486 113145 59441 25118 34323 3606 180 30717 29478 74 3426 3121 16733 4725 172 150 129 12008 4766 682 96 4084 3385 1180 42753 113077 9554 6144 3905 539 2239 3410 3025 385 3366 1006 110 1026 4880 25076 37873 343 261 82 58 37530
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=51
num_cat=0
split_feature=5 11 8 5 8 8 5 2 2 14 9 10 2 14 6 14 0 10 13 10 8 14 9 14 4 6 10 14 10 7 5 0 1 3 9 5 0 4 3 13 7 3 4 5 6 0 3 2 3 14
split_gain=0.0197218 0.0202095 0.0239174 0.0208114 0.0313598 0.0282222 0.0369706 0.0253681 0.0226869 0.0212624 0.0210263 0.0345471 0.0523369 0.0514583 0.0325544 0.0285562 0.024812 0.0241005 0.0228272 0.0316758 0.0204006 0.0202388 0.0368581 0.020219 0.0217548 0.030481 0.0309026 0.027702 0.023692 0.0195057 0.0192297 0.0190233 0.0189837 0.0190974 0.0172943 0.0196084 0.0171415 0.0169338 0.0280541 0.02929 0.024202 0.0165442 0.0286488 0.0162059 0.0160472 0.0202022 0.0172771 0.0164833 0.0157 0.0156964
threshold=18.500000000000004 0.078461538461538485 10.500000000000002 4.5000000000000009 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.57979626485568769 1.5000000000000002 0.62645348837209314 3.5000000000000004 0.13423423423423428 3.5000000000000004 0.14119601328903655 447.70857959119701 0.92450142450142458 0.12060606060606062 0.1012820512820513 1.0000000180025095e-35 0.16496598639455784 2.5000000000000004 0.86754385964912295 6.5000000000000009 2.5000000000000004 0.75337837837837851 0.14854215918045707 0.82426470588235301 9.5000000000000018 10.500000000000002 481.22977250753871 2969.5094685919271 25.500000000000004 2.5000000000000004 6.5000000000000009 907.74089229267565 10.500000000000002 32.500000000000007 0.27386363636363642 1.5000000000000002 34.500000000000007 9.5000000000000018 1.0000000180025095e-35 4.5000000000000009 983.43194644661196 34.500000000000007 3.5000000000000004 44.500000000000007 0.077677224736048281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 8 -5 36 -9 31 18 13 32 15 -15 -17 23 19 -12 43 22 -20 24 -18 27 -27 -26 -28 -7 34 -8 33 -13 48 -36 -1 -33 39 40 -39 -21 -43 49 -32 46 -46 -47 -6 -10
right_child=-2 -3 -4 4 30 29 10 9 20 -11 11 12 -14 14 -16 16 17 -19 21 41 -22 -23 -24 -25 25 26 28 -29 -30 -31 44 37 -34 -35 35 -37 -38 38 -40 -41 -42 42 -44 -45 45 47 -48 -49 -50 -51
leaf_value=0.0012591180516340298 0.00075705390654336451 -0.0001453419246414298 -0.0007880581237865651 -0.0017204650514759123 -0.00014238295875887753 -3.5115745215886455e-05 -0.00014729017310161627 3.762355729207987e-05 -0.00014313655813506001 0.0001390582000645267 -0.00017131665466704301 0.0004254213955893596 -0.00038805859322205285 -0.0011073481378224778 -0.00054491246386184709 -0.00020106618233122289 8.8638220819669557e-05 -0.0013367078732699157 -0.00012594599825961009 1.3822223229691119e-05 -4.620857928783347e-05 8.2058512369929219e-05 0.000104023797530152 0.00038018535040938305 -0.001152010251076497 -6.8064909802550183e-05 0.0032917140960870756 0.00032989365394424527 0.0011433830751092031 -0.00092972747305957761 0.00029093181121317505 6.3360681372779845e-06 -0.00012105114242302218 0.0014590214250189172 -0.00016026007111373991 0.00016892748701063172 0.00024900686836765683 0.00051627782871946696 -0.00081355278756557812 -0.00055850769812241196 0.002234771478383447 0.0017396899833233637 -5.9239125705130827e-05 2.6764580102669097e-05 -0.00053887555952228253 -0.00022019114058431503 0.0012851799824548996 -0.0014474645848511845 0.0011397427039507118 -1.2262435227006528e-05
leaf_weight=49 86 2379 96 20 4657 53308 2104 22535 2417 6703 2920 1569 455 47 188 529 5164 27 3685 7713 34232 19340 3305 906 33 28 21 711 33 61 643 23867 157 46 734 1179 294 40 29 25 42 38 53 32981 21 105 34 37 24 43961
leaf_count=49 86 2379 96 20 4657 53308 2104 22535 2417 6703 2920 1569 455 47 188 529 5164 27 3685 7713 34232 19340 3305 906 33 28 21 711 33 61 643 23867 157 46 734 1179 294 40 29 25 42 38 53 32981 21 105 34 37 24 43961
internal_value=0 -2.32902e-07 1.01261e-06 1.28601e-06 3.63602e-05 -4.06781e-06 5.08452e-06 5.96604e-05 -1.27198e-05 6.08781e-05 3.28439e-05 5.28399e-05 0.000135742 0.000160939 0.000104946 0.000121238 0.000128987 0.000154207 3.06589e-05 -3.08341e-05 -1.39458e-05 5.57045e-05 -1.72121e-05 0.000160044 0.000126748 0.000365 0.0012799 0.000264164 0.00197885 -3.61383e-05 -5.53425e-05 -3.13019e-06 0.000403835 0.000454861 -8.40444e-05 4.26213e-05 0.000393308 9.50626e-06 0.000565851 0.000939709 0.00139648 2.17298e-05 0.000691962 -2.9075e-08 0.000169967 -0.000224855 0.000588722 -0.000539974 -0.000135809 -1.9083e-05
internal_weight=0 279545 277166 277070 36692 240378 187009 29258 113934 29238 73075 46968 9914 9459 7687 7499 7452 6923 37054 10724 113591 26330 6990 6896 5990 826 82 744 54 53369 7434 26107 1772 1615 6594 1913 343 24003 136 107 82 7804 91 79359 840 197 55 142 4681 46378
internal_count=279631 279545 277166 277070 36692 240378 187009 29258 113934 29238 73075 46968 9914 9459 7687 7499 7452 6923 37054 10724 113591 26330 6990 6896 5990 826 82 744 54 53369 7434 26107 1772 1615 6594 1913 343 24003 136 107 82 7804 91 79359 840 197 55 142 4681 46378
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=51
num_cat=0
split_feature=2 1 13 7 3 4 4 14 2 3 0 12 6 10 13 12 9 4 14 3 3 0 0 5 6 0 3 3 7 7 3 0 0 4 0 4 3 9 11 10 7 10 9 2 10 9 10 3 10 6
split_gain=0.0191853 0.0443241 0.0309862 0.0299646 0.0308023 0.0248256 0.0220348 0.0230784 0.021977 0.0305311 0.0209302 0.0532487 0.0197394 0.0191925 0.0360346 0.0186318 0.0182059 0.0209911 0.0182142 0.0174652 0.0168911 0.016483 0.0164555 0.0230606 0.021389 0.0287007 0.0183987 0.01644 0.0183261 0.0163717 0.0163569 0.0161116 0.0158714 0.0156826 0.0164928 0.0322201 0.0319854 0.0300536 0.0272746 0.0339893 0.0388781 0.0261871 0.0249118 0.0335014 0.0370536 0.0373565 0.0387369 0.036402 0.0350025 0.037346
threshold=2.5000000000000004 3134.7261784906077 0.40270270270270275 1.0000000180025095e-35 18.500000000000004 4.5000000000000009 2.5000000000000004 0.77951388888888895 1.5000000000000002 12.500000000000002 1289.0088005912796 2.5000000000000004 1.0000000180025095e-35 0.96225071225071235 0.037749287749287756 1.5000000000000002 1.5000000000000002 7.5000000000000009 0.54415584415584417 13.500000000000002 24.500000000000004 1061.8284994139024 800.94442982758699 9.5000000000000018 1.5000000000000002 520.31375749491201 27.500000000000004 18.500000000000004 9.5000000000000018 4.5000000000000009 13.500000000000002 708.06829806100552 1222.5833773881889 16.500000000000004 1020.4796647730221 10.500000000000002 27.500000000000004 2.5000000000000004 0.33809523809523817 0.96609195402298864 4.5000000000000009 0.47673160173160178 4.5000000000000009 3.5000000000000004 0.13423423423423428 3.5000000000000004 0.15470085470085473 39.500000000000007 0.32071428571428579 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 8 7 13 9 -4 12 -12 19 -2 -15 27 -7 18 -18 32 -6 -14 23 24 -9 30 -24 -10 -29 -5 -26 -17 -1 34 35 38 41 -37 39 -8 -41 -36 43 -38 -45 46 -46 -47 -48 -50
right_child=6 -3 5 29 20 16 33 22 15 -11 11 -13 21 14 -16 31 17 -19 -20 -21 -22 -23 26 -25 25 -27 -28 28 -30 -31 -32 -33 -34 -35 36 37 42 -39 -40 40 -42 -43 -44 44 45 47 48 -49 49 -51
leaf_value=1.3265957409144695e-05 -0.00010963180156406447 0.00098383746420343718 0.00030980293348216822 -3.1893835963701943e-05 0.00013502885136185814 4.615783871438003e-05 -6.6767093481844452e-06 -0.00010266595942917016 -2.4480094608549477e-06 0.0022196714968784996 -0.0025583388239073641 0.00082680371013425661 -2.521682414089389e-05 0.0008528089679946954 -0.0015128371252164168 0.00014905388317592737 8.0066716277158627e-05 0.00053235790802986323 0.00026827957457607195 0.00010978101630506308 0.00060377346424359663 -0.00033636679396353494 -0.001661506316408382 0.0010965419728720383 0.00035963047433821009 -8.3832053146494983e-05 0.00010668677728502981 0.00024715718335505382 -0.00093453647535117099 -0.00025737284087328535 0.0010702473123466016 1.3314591064015015e-05 0.0011640657110789712 0.0010649558636085953 -0.00014122665097986587 0.00065346160335212026 -1.5013510643183395e-05 7.9975815408437134e-05 -0.00062657789684363312 -2.3588231901978325e-05 0.0013859813331943403 -0.00074812690062318616 0.0010654461371013895 -0.00098169193461512187 0.0015642258517730694 0.00014180697229069968 -0.0010530447832813176 0.0025979263205292893 0.00077877466898089985 -0.00043447359043000897
leaf_weight=22976 8748 117 232 47260 3319 9744 96132 778 39852 23 26 21 16367 22 60 4486 4613 346 1782 6124 204 437 28 58 315 322 31 937 34 819 109 4264 30 34 426 348 6040 665 177 102 94 305 50 185 26 48 150 22 84 259
leaf_count=22976 8748 117 232 47260 3319 9744 96132 778 39852 23 26 21 16367 22 60 4486 4613 346 1782 6124 204 437 28 58 315 322 31 937 34 819 109 4264 30 34 426 348 6040 665 177 102 94 305 50 185 26 48 150 22 84 259
internal_value=0 1.0996e-05 1.03015e-05 -7.62029e-06 1.96849e-05 3.66744e-05 -1.55987e-05 -8.47684e-05 1.90778e-05 0.000482066 8.76774e-06 -0.00104583 9.84681e-06 -0.000116769 -0.000878152 1.66962e-05 8.98623e-05 0.000153036 0.000132513 3.47415e-05 0.000162172 -3.33085e-05 8.74205e-05 0.000117997 8.07562e-05 0.000272046 -0.000732456 2.50481e-06 0.00020578 -3.57347e-05 0.000542313 8.29062e-05 1.47666e-05 -8.71045e-06 -9.05774e-06 -3.53048e-06 -8.00264e-05 0.000276988 -6.47504e-06 -5.33562e-06 0.00065243 -0.000394448 -4.65413e-05 -5.47009e-05 -0.000364406 -0.000170522 -0.00031676 0.00091373 -0.00041596 -0.000137352
internal_weight=0 164013 163896 97583 49504 66313 115618 10471 49828 255 45981 47 45934 8830 82 49573 16485 6741 6395 29130 3523 16804 1641 1582 1524 746 59 40823 971 48079 424 8750 23006 105147 105113 97518 7595 1013 96505 96328 196 731 6864 6814 774 589 519 70 493 343
internal_count=279631 164013 163896 97583 49504 66313 115618 10471 49828 255 45981 47 45934 8830 82 49573 16485 6741 6395 29130 3523 16804 1641 1582 1524 746 59 40823 971 48079 424 8750 23006 105147 105113 97518 7595 1013 96505 96328 196 731 6864 6814 774 589 519 70 493 343
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=51
num_cat=0
split_feature=10 2 10 1 0 3 9 2 13 10 5 14 5 9 2 4 13 5 9 8 6 12 14 10 0 5 6 8 0 4 1 1 12 10 3 0 12 1 9 1 13 5 5 0 6 0 0 0 6 9
split_gain=0.018277 0.0241503 0.0263173 0.048668 0.0298767 0.0314321 0.0260853 0.025402 0.0268711 0.0265492 0.0249903 0.0237898 0.025431 0.0235027 0.0455021 0.0383061 0.0293286 0.0271048 0.0232785 0.0217601 0.0216066 0.0215562 0.0205545 0.031607 0.0279738 0.0234848 0.0229703 0.0224897 0.0203817 0.0203727 0.0202529 0.019913 0.019876 0.0197506 0.0315969 0.024578 0.0193861 0.0202614 0.0252985 0.0264528 0.0214744 0.0232095 0.0190144 0.0189673 0.0188382 0.0202077 0.0339197 0.0186645 0.0508199 0.0888264
threshold=0.13100686498855837 4.5000000000000009 1.0000000180025095e-35 3616.7164640063575 781.39118733466205 32.500000000000007 3.5000000000000004 2.5000000000000004 0.045983086680761107 0.077935222672064791 2.5000000000000004 0.029857397504456332 13.500000000000002 1.5000000000000002 2.5000000000000004 7.5000000000000009 0.077677224736048281 4.5000000000000009 2.5000000000000004 7.5000000000000009 1.5000000000000002 7.5000000000000009 0.17445652173913045 0.6478537360890303 933.44303385326884 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1113.5670458188422 2.5000000000000004 985.46635494155419 1778.8898850546445 3.5000000000000004 0.33666666666666673 35.500000000000007 1095.150540518749 4.5000000000000009 2588.1722553952563 2.5000000000000004 1176.6142014445952 0.21807065217391305 9.5000000000000018 1.0000000180025095e-35 703.39257318585214 1.0000000180025095e-35 812.90213645256711 703.39257318585214 692.36069680889545 1.5000000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -6 7 8 -4 -9 -1 33 13 21 15 16 22 -18 -10 -14 -5 -13 23 25 -24 -15 31 -27 -7 -26 -16 -25 -12 34 -2 -36 37 38 39 -11 41 -39 -17 -8 -40 46 -46 48 49 -32
right_child=11 -3 6 20 5 28 43 9 18 36 32 12 19 14 30 42 17 -19 -20 -21 -22 -23 24 26 29 27 -28 -29 -30 -31 47 -33 -34 -35 35 -37 -38 40 44 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=8.7411672270409778e-06 -0.00023125470570724274 0.00027337786235761825 -0.00018820068723324174 0.00029396162107808607 -9.6938950558793935e-05 0.0013664979284884959 -4.7006879998033966e-05 -0.00017833358485570797 -3.1211252453047626e-05 0.00029601881497603267 0.00017494618853915677 -9.9446157658584009e-06 0.00069221259889071652 -4.283960961693413e-05 -0.00058650727086014811 -0.00016245515832205966 5.9170047742090525e-05 0.00021846632460111636 0.00015222333035889204 -0.00010244355586165153 -0.00096417109709943699 -0.0003619016850612873 -1.2263956607333295e-05 0.00035848263252799052 -0.00089033824401017888 0.0018997701741154155 8.0697257557868442e-05 1.014112722259597e-05 -0.00014715569027300393 -0.00019375601624312298 -3.2081914702389712e-05 0.0011121858579152561 -8.2276092395356201e-05 -0.00014086251432281728 -0.0028831279939040542 -0.00081793751279987832 0.00017532937349276566 -0.00059446514184298492 -7.3325832905145387e-05 -0.00021606942919329293 -2.3271700678485693e-05 0.00110489452102532 0.00042709938850093895 0.00019773713055853254 0.00026700442037582415 0.0010946260703528171 -0.00049563480083714931 2.6845086228580867e-05 8.0951291186002412e-05 -0.00036866765344210477
leaf_weight=16473 99 671 1961 42 6316 61 1603 8538 6728 287 4537 97144 248 1729 149 159 36210 2883 2328 132 182 437 6074 217 112 31 317 32 35 1671 30454 147 900 535 25 34 870 465 1128 2079 391 21 978 1564 1062 61 169 30325 8922 2095
leaf_count=16473 99 671 1961 42 6316 61 1603 8538 6728 287 4537 97144 248 1729 149 159 36210 2883 2328 132 182 437 6074 217 112 31 317 32 35 1671 30454 147 900 535 25 34 870 465 1128 2079 391 21 978 1564 1062 61 169 30325 8922 2095
internal_value=0 -2.48604e-05 -2.83226e-05 5.83207e-06 1.16381e-05 -8.32908e-05 -6.16496e-05 -7.80998e-05 -2.03935e-05 -0.000120283 3.94192e-05 6.57282e-06 7.49224e-06 6.78661e-06 2.13693e-05 5.77194e-05 5.11183e-05 7.09177e-05 1.59438e-05 0.000416174 -0.000728271 -1.15208e-05 -2.38107e-05 0.000101905 -6.33798e-05 -8.28811e-06 0.000391869 0.000939959 0.000814645 -0.000237512 -4.17606e-06 0.000662863 0.000132368 -0.000285922 -0.000777103 -0.00169302 -4.44176e-05 -7.8177e-05 -3.7692e-05 -0.000153952 -0.000299114 -0.000521036 0.000344655 7.38582e-05 7.5974e-05 0.000206322 0.000162304 -2.96753e-06 -2.47675e-05 -5.37461e-05
internal_weight=0 58472 57801 28546 28322 6412 29255 26088 11017 15071 21910 221159 220466 220086 122505 50560 49423 39093 9056 380 224 97581 10330 2473 7857 1792 681 63 96 1783 71945 364 5437 693 158 59 6533 5663 4786 2366 877 486 1137 3167 2420 1292 1231 71796 41471 32549
internal_count=279631 58472 57801 28546 28322 6412 29255 26088 11017 15071 21910 221159 220466 220086 122505 50560 49423 39093 9056 380 224 97581 10330 2473 7857 1792 681 63 96 1783 71945 364 5437 693 158 59 6533 5663 4786 2366 877 486 1137 3167 2420 1292 1231 71796 41471 32549
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=51
num_cat=0
split_feature=4 1 9 10 10 2 3 9 4 1 3 3 4 1 8 5 0 6 14 0 10 14 7 3 7 9 10 10 10 1 10 1 0 5 0 10 4 10 4 0 2 10 9 0 10 10 13 0 9 13
split_gain=0.0183017 0.038386 0.0259982 0.0310321 0.0293164 0.0528322 0.0247682 0.0240393 0.0448583 0.0229584 0.0722444 0.0456681 0.0299292 0.0266245 0.0245545 0.0303128 0.0243455 0.0300417 0.0279748 0.0310633 0.0553882 0.0268716 0.0261319 0.0236642 0.0226312 0.0358173 0.0684309 0.0539188 0.0433407 0.0413448 0.0414085 0.0381961 0.0313695 0.0287669 0.0280886 0.0267874 0.0230949 0.0225872 0.0242707 0.0227168 0.0276747 0.0220993 0.0219572 0.0232144 0.0230012 0.0214383 0.0210815 0.0209186 0.0206744 0.0212622
threshold=8.5000000000000018 2969.5094685919271 3.5000000000000004 0.5270467836257311 0.42705167173252284 3.5000000000000004 25.500000000000004 2.5000000000000004 10.500000000000002 2263.042265477196 19.500000000000004 20.500000000000004 6.5000000000000009 1941.0300553547174 7.5000000000000009 9.5000000000000018 967.10338307104212 4.5000000000000009 0.61200716845878145 1124.0910823067372 0.78647416413373872 0.41240409207161127 4.5000000000000009 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 0.49418604651162795 0.84292763157894746 0.45080645161290328 1644.8206512452641 0.78647416413373872 1200.5930205483244 541.78311006701699 2.5000000000000004 1433.692583700579 0.79772727272727284 2.5000000000000004 0.55718954248366026 13.500000000000002 1124.0910823067372 3.5000000000000004 0.97014260249554385 2.5000000000000004 1001.157454449629 0.19139194139194141 0.21913109756097562 0.05634920634920635 928.78428753650576 2.5000000000000004 0.087595907928388769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 5 7 -6 -3 -9 11 -11 12 24 -14 15 -12 21 18 48 20 -20 47 -23 -15 34 26 31 29 -27 33 -31 -26 -30 35 -1 -28 -33 -8 41 -40 -41 -39 43 -7 -45 -10 -34 -17 -18 -50
right_child=1 2 3 -5 6 42 37 8 45 10 14 -13 13 23 -16 16 17 -19 19 -21 -22 22 -24 -25 25 28 27 -29 32 30 -32 36 46 -35 -36 -37 -38 38 39 40 -42 -43 -44 44 -46 -47 -48 -49 49 -51
leaf_value=1.35935964100509e-05 0.00018657737448752354 -9.5997444322093003e-05 0.00026513828025654887 -0.00071896629954206349 -0.0010258389114927201 0.00084436909382930032 0.00030115120524623379 8.250248238388413e-05 0.00020495517191011461 -0.00031887383881419688 -2.399288946744662e-05 0.00017368550526744336 0.00019180146967986302 -0.00015159593014986834 -0.00033485598742177125 -0.00010963279964366499 0.0002802467582624789 -6.730408977833077e-05 0.00059108051063958564 0.00062042687754993418 0.0043122424371540551 0.00010920828811879407 0.0013209911351842838 7.7857029401217758e-05 3.3096845522240794e-05 7.8723279516981811e-05 0.00015019095100627226 -3.2517073375068771e-05 -0.00036469114670519188 -7.8034738086587974e-05 0.0002712040279028159 -0.00025195328133992468 -0.00037049229676918669 0.00031977237075790285 -0.0017339096607073496 -8.372310525919719e-05 -0.000107894231284937 6.2291193416400985e-06 0.0015479088242587057 0.00063570282428473653 -0.00086050674740579874 -0.00044150339506611799 -0.00050323965331072285 0.00051002585208944739 -0.0013602340054473775 0.0019658912534526152 5.1517240062448322e-05 -0.0010922173668558783 0.0024580551589758175 0.00064271038179328948
leaf_weight=106269 4007 917 1169 86 53 66 761 273 25 2131 42460 3901 3720 1484 614 325 351 233 20 55 20 191 58 4628 4284 15099 5642 43567 958 5289 1011 3311 356 1865 23 1563 17417 1845 42 117 42 324 1041 31 35 56 1754 65 23 54
leaf_count=106269 4007 917 1169 86 53 66 761 273 25 2131 42460 3901 3720 1484 614 325 351 233 20 55 20 191 58 4628 4284 15099 5642 43567 958 5289 1011 3311 356 1865 23 1563 17417 1845 42 117 42 324 1041 31 35 56 1754 65 23 54
internal_value=0 6.35443e-05 -8.08053e-06 0.000197702 -5.39683e-05 -0.00018422 4.60114e-05 3.91088e-05 0.000389087 -2.57496e-06 -3.44827e-05 4.11853e-06 1.08755e-06 8.6336e-05 -2.08543e-05 -1.64581e-05 0.00021288 0.000404916 0.000615293 0.00139147 0.00245166 -1.43169e-05 0.000391471 2.21456e-05 -2.93419e-06 -1.97443e-05 -3.35196e-05 -4.11144e-06 4.39112e-05 7.64057e-05 -2.19902e-05 -0.000102816 -0.000127415 0.000144751 1.32155e-05 9.94473e-05 -0.000130906 6.41552e-05 -1.19436e-05 0.000513672 0.000240478 -6.06521e-05 -0.000426208 0.000181295 -0.000481779 0.00142239 -1.96844e-05 -0.000273397 0.00044301 0.00118496
internal_weight=0 10890 6883 1255 5628 2444 3184 1271 354 268741 46600 222141 218240 9832 44469 43855 1395 756 523 95 40 639 249 6112 208408 102116 83949 58937 18167 15370 6300 25012 3068 9070 106292 7205 20728 3131 2370 201 159 2169 1173 132 66 81 2110 390 428 77
internal_count=279631 10890 6883 1255 5628 2444 3184 1271 354 268741 46600 222141 218240 9832 44469 43855 1395 756 523 95 40 639 249 6112 208408 102116 83949 58937 18167 15370 6300 25012 3068 9070 106292 7205 20728 3131 2370 201 159 2169 1173 132 66 81 2110 390 428 77
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=51
num_cat=0
split_feature=4 0 10 5 1 8 5 8 5 12 1 3 9 8 9 4 0 7 10 14 2 6 14 0 14 7 7 1 8 12 14 13 9 14 0 10 10 6 7 13 6 0 5 3 10 0 6 1 14 0
split_gain=0.0182334 0.0197538 0.0196929 0.0196195 0.023582 0.0214003 0.0285924 0.0243173 0.0242615 0.0210698 0.0197519 0.0208711 0.0205058 0.0178304 0.0162694 0.0282614 0.035084 0.0400464 0.0222691 0.0415306 0.0283895 0.0176485 0.0236578 0.0180222 0.0169529 0.0164564 0.0159342 0.0167223 0.015756 0.0153955 0.0153661 0.015337 0.0180686 0.037656 0.0182753 0.0239517 0.0218842 0.0196781 0.0151001 0.0150653 0.0214731 0.0333595 0.0259413 0.0232794 0.0197494 0.0196628 0.0353985 0.0263689 0.0256158 0.020042
threshold=1.5000000000000002 728.36581536889219 0.045983086680761107 7.5000000000000009 2503.1236745302976 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 9.5000000000000018 3049.3733999235665 25.500000000000004 3.5000000000000004 9.5000000000000018 1.5000000000000002 10.500000000000002 1159.2799263297591 1.5000000000000002 0.62645348837209314 0.13423423423423428 3.5000000000000004 3.5000000000000004 0.14119601328903655 531.24310060465211 0.62331081081081086 7.5000000000000009 1.5000000000000002 3906.2051313837133 1.0000000180025095e-35 4.5000000000000009 0.48074074074074075 0.063164893617021281 2.5000000000000004 0.080540540540540564 795.06662848518874 0.043961352657004842 0.52440476190476204 5.5000000000000009 4.5000000000000009 0.050641025641025648 3.5000000000000004 745.01798143964209 10.500000000000002 48.500000000000007 0.97530487804878063 1046.9030864338465 4.5000000000000009 3091.4684149673285 0.1012820512820513 1001.157454449629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 29 6 7 8 10 -8 28 -12 38 39 15 -10 17 -17 25 -20 21 22 -21 -24 -25 31 27 -9 -2 -5 -28 -16 33 -33 37 -36 -37 -34 -13 45 42 -42 44 -43 -41 46 48 -48 49 -6
right_child=3 2 -4 4 13 -7 9 26 14 -11 11 12 -14 -15 18 16 -18 -19 19 20 -22 -23 23 24 -26 -27 30 -29 -30 -31 -32 32 34 -35 35 36 -38 -39 -40 40 41 43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-2.8787399975612331e-05 4.0598606716175455e-06 -0.00070431908265916349 -0.00015107421561732143 0.00025799151955875269 -0.00079182368086549114 -6.5810638566067762e-05 4.3571993581830668e-05 -2.4272258676641221e-05 -9.916775527211834e-06 -0.00043629135815021787 -0.0010543182597302803 -0.00026753398637466194 0.00017447379228069124 -0.0004676542559082009 -4.6937988330252885e-05 2.1541427953967026e-05 -0.00010114908540997003 0.0028315341167399312 0.00035171904962215709 -0.0010976524947625698 -0.00043001608498172204 -0.00048454614784118762 -5.7201721268307243e-05 0.00010158456224847959 0.00032303947517713555 -0.0011620024114782953 -0.00014644033740203092 0.0010394261108484825 -3.7256207281308813e-05 -0.00049691538766117964 -3.0508607261296396e-06 -0.00022872816476478494 4.8648901660365199e-05 3.5975109806200388e-05 -4.5267331622668594e-05 0.00032148674060557768 -0.00026165386660841771 0.0011337095505691 -0.001250441623683617 -1.3422981612703852e-05 0.00083154140049009583 -0.00029632247616438344 0.00041076073388694571 0.0013859821839668301 0.0014599155113303468 -1.294549197282492e-05 0.0028322285061459177 0.00084102629276458182 0.0005053124224994335 0.00091223570899191244
leaf_weight=9016 76721 174 2128 1920 80 11640 42157 26622 21687 230 72 561 292 176 5415 21 53 32 1574 41 276 132 1319 3915 1109 29 5892 37 33001 70 2736 1495 8141 13263 765 2135 174 42 42 2053 75 990 480 21 23 428 23 60 271 22
leaf_count=9016 76721 174 2128 1920 80 11640 42157 26622 21687 230 72 561 292 176 5415 21 53 32 1574 41 276 132 1319 3915 1109 29 5892 37 33001 70 2736 1495 8141 13263 765 2135 174 42 42 2053 75 990 480 21 23 428 23 60 271 22
internal_value=0 -6.21651e-05 -0.000192892 2.62225e-06 8.71601e-05 4.59861e-07 3.54565e-06 -4.09536e-06 3.64883e-06 4.09682e-05 -1.03496e-05 -0.000235336 -0.000169451 2.60986e-05 2.87952e-05 -5.93606e-06 0.000808496 0.00171814 4.78008e-05 0.000120304 6.66751e-05 8.77135e-05 9.9546e-05 0.000107284 0.000150469 2.85198e-05 -4.19104e-05 -2.2796e-05 -8.36674e-06 0.000231437 -0.000100971 2.96183e-05 4.55534e-05 9.16041e-06 9.32649e-05 0.000197208 0.000277543 5.42181e-05 -0.000335995 4.52989e-05 3.56345e-07 -0.000185901 7.94937e-05 -0.000261378 2.90013e-06 0.000230458 0.000458916 0.00139281 0.000251107 -0.000424281
internal_weight=0 11318 2302 268313 6692 261621 249981 207594 172307 42387 110689 967 895 4702 61618 21793 106 53 39825 8366 6792 6516 6384 6343 5024 31459 35287 26659 109722 1990 8628 31430 26015 14758 11257 3074 2309 8183 603 4526 3642 1086 2556 1011 2076 884 456 83 373 102
internal_count=279631 11318 2302 268313 6692 261621 249981 207594 172307 42387 110689 967 895 4702 61618 21793 106 53 39825 8366 6792 6516 6384 6343 5024 31459 35287 26659 109722 1990 8628 31430 26015 14758 11257 3074 2309 8183 603 4526 3642 1086 2556 1011 2076 884 456 83 373 102
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=51
num_cat=0
split_feature=4 13 1 0 6 12 7 3 14 6 0 7 12 4 0 6 2 3 0 0 14 1 9 10 14 10 3 3 7 10 10 10 1 3 13 10 9 7 13 13 0 13 13 9 1 10 0 3 10 14
split_gain=0.0173376 0.0312137 0.0289362 0.0211778 0.0327727 0.0198045 0.0243541 0.0239598 0.02208 0.020191 0.0275929 0.018859 0.0287843 0.0218544 0.0211254 0.0181666 0.0492731 0.053765 0.0310991 0.0261528 0.0359884 0.0245266 0.0240768 0.0357663 0.025611 0.0253964 0.0250824 0.025521 0.0248328 0.0222877 0.0462742 0.0305063 0.0229655 0.0214338 0.0445155 0.0206453 0.0211234 0.0203469 0.0296221 0.0200843 0.0197279 0.0262648 0.0189442 0.0188802 0.0294809 0.018614 0.0185099 0.0182833 0.0359085 0.031831
threshold=3.5000000000000004 0.87750000000000006 2438.1594628963853 755.3515593304021 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 10.500000000000002 0.39736842105263165 7.5000000000000009 688.01059651735227 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 924.13557371275863 1.0000000180025095e-35 3.5000000000000004 17.500000000000004 557.89382435932782 928.78428753650576 0.080540540540540564 2157.1361945500553 2.5000000000000004 0.36899313501144165 0.267479674796748 0.73431372549019625 29.500000000000004 30.500000000000004 6.5000000000000009 0.71611721611721624 0.9298029556650248 0.9104278074866311 2167.1135450300667 28.500000000000004 0.22361111111111112 0.27386363636363642 3.5000000000000004 2.5000000000000004 0.028991596638655467 0.23166368515205729 865.45763568221207 0.11583184257602865 0.03883861236802414 4.5000000000000009 4197.4883033117148 0.37668918918918926 755.3515593304021 19.500000000000004 0.47434210526315795 0.56949806949806958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 4 -4 7 -7 8 -1 -9 -11 12 -5 -14 -13 16 17 21 39 35 -21 -2 24 26 28 45 42 -28 29 32 31 -31 -19 46 -35 -18 40 38 -22 -17 -37 -42 -24 -20 -45 -25 47 -26 49 -49
right_child=1 -3 3 11 -6 6 -8 9 -10 10 -12 14 13 -15 -16 18 19 22 43 20 37 -23 23 25 33 -27 27 -29 -30 30 -32 -33 -34 34 -36 36 -38 -39 -40 -41 41 -43 -44 44 -46 -47 -48 48 -50 -51
leaf_value=2.6991896760318976e-05 8.0668755924787254e-06 7.2906930307975413e-05 -6.0566044707470977e-05 -0.00079430924394818456 0.0011222391218539355 -5.445980315483754e-06 -9.9603942035340795e-05 2.6551317681076991e-05 -5.3295257406831687e-05 0.0019698936109630123 0.00020648156041249587 0.0011271491304648167 -0.0013491720293781588 -0.0001918530861560744 -0.00015103590372937586 0.00017972827404362122 -6.4905125972263466e-05 0.00012843387371892228 -2.3350477788215857e-05 0.0016762052855008971 0.0020948037382913752 -0.00064109060046189687 -0.00020642876376546663 0.0019783590384759011 0.00020032513957179366 -0.00033512848742724025 0.0023084353328718301 0.00013298065478011269 -0.0011548840815925763 0.00032415606847726122 -3.9970831059709863e-06 0.0015436232281866036 -0.00015049581032671854 0.00030308509532049014 0.0024870084812088564 -0.00014684886872325215 -0.00056164625436931929 -0.001099402979016304 -0.00012257984060733045 1.4444921789703291e-05 -0.0025035503320395948 -0.00010495827696286143 0.00014452925734456806 0.00014285431323091328 0.0014990751821425789 0.00044207229179598484 8.8423502158118978e-05 0.00083748396878179749 0.00019506360368841294 0.0026607915191561916
leaf_weight=12764 42915 17636 422 262 68 15151 12561 39458 26021 31 78 49 42 1418 95 3227 2597 1054 81047 46 20 146 450 20 806 107 26 28 45 1020 2631 54 2461 105 30 1337 498 30 61 4270 21 25 2642 872 42 1392 3246 95 177 32
leaf_count=12764 42915 17636 422 262 68 15151 12561 39458 26021 31 78 49 42 1418 95 3227 2597 1054 81047 46 20 146 450 20 806 107 26 28 45 1020 2631 54 2461 105 30 1337 498 30 61 4270 21 25 2642 872 42 1392 3246 95 177 32
internal_value=0 9.90743e-06 -1.56453e-05 -0.000188959 0.000103578 -1.17955e-05 -4.81249e-05 1.05374e-06 -2.68731e-05 2.84286e-05 0.000708002 -0.000265777 -0.000311743 -0.000225146 0.000283902 2.67279e-06 2.29856e-05 3.52211e-05 -1.18859e-05 -0.000134035 0.000500268 5.86588e-06 0.0001122 0.000208311 7.40608e-05 0.000407553 0.000112109 0.00118042 1.60369e-05 2.33349e-05 0.000108901 0.00038547 -6.68566e-05 0.000167925 0.000788401 -0.000156274 -0.000282422 1.29425e-05 0.000424922 8.55893e-05 -0.000181877 -0.00119997 9.34519e-05 -2.0802e-05 0.000205175 0.000463833 0.000148695 0.00032495 0.00065537 0.0012969
internal_weight=0 171211 108420 2356 490 106064 27712 78352 38785 39567 109 1866 1722 1460 144 153575 64117 59482 89458 4635 157 43061 16421 4665 11756 1519 3146 54 7265 7220 3705 1074 3515 4491 135 4478 1881 111 81 7497 1383 46 3092 81961 914 1412 4356 1110 304 127
internal_count=279631 171211 108420 2356 490 106064 27712 78352 38785 39567 109 1866 1722 1460 144 153575 64117 59482 89458 4635 157 43061 16421 4665 11756 1519 3146 54 7265 7220 3705 1074 3515 4491 135 4478 1881 111 81 7497 1383 46 3092 81961 914 1412 4356 1110 304 127
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=51
num_cat=0
split_feature=8 5 4 5 8 7 2 1 3 0 8 9 12 6 5 6 5 8 0 0 0 0 10 9 1 0 1 3 4 9 10 0 13 3 14 14 13 0 1 0 3 6 5 13 14 6 0 3 1 13
split_gain=0.0173885 0.0369494 0.0213104 0.0201024 0.0228181 0.0216058 0.0376017 0.0257807 0.0198035 0.0192914 0.0178287 0.0176716 0.0175288 0.0171692 0.0162657 0.0184843 0.0162276 0.0232058 0.0353429 0.0388306 0.0178264 0.019075 0.0160567 0.0210817 0.0274027 0.0170054 0.01589 0.0405658 0.0329641 0.0276768 0.0291267 0.0236159 0.0314949 0.0240808 0.023864 0.0270179 0.0228827 0.0222556 0.0422675 0.0417271 0.0351662 0.0295197 0.0199987 0.0193806 0.0193394 0.0208195 0.0190047 0.0175707 0.0329323 0.0197744
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 4.5000000000000009 3.5000000000000004 4197.4883033117148 12.500000000000002 1222.5833773881889 4.5000000000000009 2.5000000000000004 11.500000000000002 6.5000000000000009 4.5000000000000009 3.5000000000000004 12.500000000000002 8.5000000000000018 903.47680643148226 1061.8284994139024 1146.5960345662522 1222.5833773881889 0.084523809523809543 2.5000000000000004 2818.3175397299569 1146.5960345662522 3007.5741317529969 26.500000000000004 8.5000000000000018 3.5000000000000004 0.41277890466531447 907.74089229267565 0.18677325581395351 35.500000000000007 0.16496598639455784 0.35067567567567576 0.45080645161290328 1289.0088005912796 3906.2051313837133 1001.157454449629 38.500000000000007 2.5000000000000004 1.5000000000000002 0.33712121212121215 0.3816526610644258 3.5000000000000004 1013.9723183850269 29.500000000000004 3241.4713401430272 0.098780487804878067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 10 22 11 9 -3 13 -8 14 26 -10 -16 -6 18 -18 -20 -21 -22 -7 -24 25 -25 28 43 -4 37 31 44 33 34 -33 -36 -34 38 42 -40 -41 -42 -29 -28 -31 -46 -45 -44 49 -49
right_child=2 8 3 4 16 6 7 -9 12 -11 -12 -13 -14 -15 15 -17 17 -19 19 20 21 -23 23 24 -26 -27 27 29 -30 30 -32 32 36 -35 35 -37 -38 -39 39 40 41 -43 47 46 45 -47 -48 48 -50 -51
leaf_value=-1.730637385252351e-05 -0.00027255678212675016 1.014929232235175e-05 -1.1988095654189255e-05 6.0925181959427333e-05 -0.00011623958238670154 -0.00063549486153172607 0.0014143658209564713 -0.0013978624149509099 6.0661263025132355e-05 -0.0010623341528809675 -0.00022995056863028864 0.00022868651641793662 -0.0010850275030613622 0.00027959439594053809 0.00029909557641884032 -0.00024367890918378251 0.0020104549979363139 -0.00016902861380610072 -0.00083501489773648338 0.0021574623683201419 -0.00065546945697860794 0.0010435739151566765 -0.00027526239555085094 0.00014206892888445085 0.0012318024131538416 -0.0013303649791455627 -0.00031775602523810109 -0.00058830744117713686 0.00016358457107276065 -2.5604755364248057e-06 -0.00045338882075484028 0.00026404648006599232 -0.00031803729836139138 0.002426047896151431 0.0020370824996445501 5.4690631455741821e-05 0.0014857968869840816 0.00026555539653306826 0.00063355083598993546 -0.0016078793803988049 -0.0010274922930972373 0.00098003635338197157 -0.00017268831016594395 -0.001460803457984546 0.00025894492967520958 0.0015774254810999194 -0.00027506615805210908 -0.00019372158869947797 -2.0964658806253225e-05 0.0011425467714206224
leaf_weight=46791 768 25076 138608 17346 3119 252 34 23 32843 42 937 415 33 506 1268 179 37 180 51 21 24 53 1439 133 54 23 539 199 2726 770 178 102 108 25 55 25 21 369 43 123 47 30 2037 83 111 41 57 38 1547 102
leaf_count=46791 768 25076 138608 17346 3119 252 34 23 32843 42 937 415 33 506 1268 179 37 180 51 21 24 53 1439 133 54 23 539 199 2726 770 178 102 108 25 55 25 21 369 43 123 47 30 2037 83 111 41 57 38 1547 102
internal_value=0 1.59296e-05 -9.75917e-06 -8.59003e-06 3.7469e-05 -1.49106e-05 -0.000164598 0.000234836 4.20924e-05 8.35598e-06 -1.25334e-05 0.000318471 6.67811e-05 -1.11615e-05 6.78895e-05 0.000231952 -7.92799e-05 0.000235685 0.000627344 0.000283887 0.000866172 0.000514002 -0.000263773 -0.000206967 0.00026102 -7.50207e-05 -1.21557e-05 -8.76887e-05 -8.60171e-06 -4.60449e-05 0.000145256 0.00022996 0.000588823 0.00097097 0.000771096 0.00141759 -2.43899e-05 -0.00010662 -0.000139585 -0.000779496 -0.0010833 -0.000245338 -9.99473e-05 -0.000453897 9.9182e-05 0.000614588 -0.000978039 -7.38507e-05 4.54926e-05 0.000779845
internal_weight=0 106232 173399 172631 20831 151800 2373 472 59441 25118 149427 449 34323 148490 34290 1447 3485 366 186 149 98 77 1901 1649 210 156 147984 6650 141334 5971 1436 1258 336 207 182 80 129 4535 4166 243 200 77 3923 679 922 152 140 3724 1687 140
internal_count=279631 106232 173399 172631 20831 151800 2373 472 59441 25118 149427 449 34323 148490 34290 1447 3485 366 186 149 98 77 1901 1649 210 156 147984 6650 141334 5971 1436 1258 336 207 182 80 129 4535 4166 243 200 77 3923 679 922 152 140 3724 1687 140
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=51
num_cat=0
split_feature=5 2 1 7 3 1 0 13 9 10 5 1 0 13 3 14 14 4 14 10 13 6 4 6 12 6 9 10 3 13 8 3 13 6 1 3 6 10 4 4 0 4 3 7 0 2 9 0 12 13
split_gain=0.0170772 0.016992 0.0404268 0.0270292 0.0372192 0.0278164 0.0271547 0.0236524 0.0250235 0.0664412 0.0438927 0.0204811 0.0185992 0.0210315 0.0184824 0.0178998 0.0281535 0.0170393 0.0204617 0.0189166 0.035256 0.0158402 0.0185764 0.015812 0.0155298 0.0153352 0.0182439 0.0205242 0.0190021 0.0176901 0.0153167 0.0207989 0.0152476 0.0151774 0.0146473 0.0165942 0.0145258 0.0144029 0.015079 0.0142293 0.0155252 0.0273307 0.0263786 0.0279587 0.0286315 0.0272926 0.0426243 0.0395935 0.0338144 0.0314887
threshold=18.500000000000004 2.5000000000000004 3049.3733999235665 1.0000000180025095e-35 13.500000000000002 1638.7176890786354 1364.7041533538422 0.41277890466531447 1.5000000000000002 0.35067567567567576 5.5000000000000009 1015.6035085790342 1222.5833773881889 0.18065268065268067 24.500000000000004 0.29864864864864871 0.15075757575757578 2.5000000000000004 0.84292763157894746 0.96225071225071235 0.037749287749287756 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.71611721611721624 17.500000000000004 0.18834459459459463 6.5000000000000009 27.500000000000004 0.3133928571428572 4.5000000000000009 1396.6810752259844 11.500000000000002 2.5000000000000004 0.59761904761904772 6.5000000000000009 16.500000000000004 1020.4796647730221 10.500000000000002 28.500000000000004 1.0000000180025095e-35 1033.4556649327824 3.5000000000000004 3.5000000000000004 1124.0910823067372 3.5000000000000004 0.17445652173913045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 12 24 33 -10 21 -3 15 -14 25 16 23 18 19 30 -21 22 -11 -1 -5 26 -6 -28 -29 -30 -13 -32 -27 -9 -18 -36 37 -12 -39 40 41 -19 43 -42 -45 -44 -47 48 -48 -50
right_child=-2 11 -4 7 14 -7 -8 8 9 10 36 17 13 -15 -16 -17 34 39 -20 20 -22 -23 -24 -25 -26 32 27 28 29 -31 31 -33 -34 -35 35 -37 -38 38 -40 -41 42 -43 45 44 -46 46 47 -49 49 -51
leaf_value=3.0752224765334091e-05 0.00070447045673486283 -0.00037993199077685457 0.00066130954729466695 -3.0393283329423039e-05 4.7679893988653324e-05 -0.00030280855176954288 -0.0016685837840971847 -2.1424155493497473e-05 -3.2044987311749006e-05 0.00013755816155434653 0.00038393027485276966 -8.962506659107148e-05 -0.0005011849706837286 0.0012460194488025469 0.00052947179338247983 -6.5012897141944471e-06 0.00014949536484549784 -5.3318875085112527e-06 0.00010017571197713223 0.00080820777908560237 -0.0015601059652610937 -0.00014349535620020623 0.00038136063859927006 -0.00011693289122928976 -0.00029270420811591688 3.2259350556560919e-06 0.0001489730292705814 0.0002971455471831276 0.0012846859963195972 0.00025791222815050918 -0.0013118556225451576 0.00026046161426965036 0.00011535602036527137 0.00030096763512315244 -0.00027907336303741346 6.3373654346111303e-05 -0.0001593908639312381 0.00094969818407692375 0.0023960722835909111 0.0010150620220776866 5.2555387913060419e-05 0.00025574325868793924 9.4501539153170601e-06 3.7884212029710099e-05 -0.00057458085024932981 -0.00046711206281818728 0.0016766880571734734 0.0024121181177653617 0.00033421894800267186 -0.0017847574652276107
leaf_weight=5900 86 383 238 47738 3694 706 24 19582 7473 5183 111 8741 24 61 232 39718 6971 96204 1437 22 55 419 920 2616 571 7936 4184 657 107 69 58 33 4906 372 402 2948 41 182 20 34 465 1013 5311 257 741 660 26 23 50 27
leaf_count=5900 86 383 238 47738 3694 706 24 19582 7473 5183 111 8741 24 61 232 39718 6971 96204 1437 22 55 419 920 2616 571 7936 4184 657 107 69 58 33 4906 372 402 2948 41 182 20 34 465 1013 5311 257 741 660 26 23 50 27
internal_value=0 -2.16725e-07 1.013e-05 9.18368e-06 2.96782e-05 9.16698e-06 1.29215e-05 -1.09494e-05 2.07999e-05 7.11594e-05 0.000183324 -1.49036e-05 1.36097e-05 0.000752691 8.55768e-05 1.25368e-05 5.26789e-05 -1.36895e-05 -7.4906e-05 -0.000103146 -0.000883445 0.000153893 0.00017431 -1.46146e-05 -3.34937e-05 8.07986e-05 0.000132007 0.000194097 0.000420747 0.000882144 -9.63434e-05 -0.000741675 4.60627e-05 -1.54138e-05 0.000108204 2.228e-05 0.000725559 0.000841479 0.0010929 -7.64679e-06 -7.97866e-06 -2.61149e-06 -7.69972e-05 -0.000267662 -0.000416862 -3.12464e-05 -0.000306233 0.000536469 0.000117635 -0.000408799
internal_weight=0 279545 164005 163767 81155 59370 58664 82612 34303 14349 6876 115540 58640 85 21785 58555 18837 115157 10346 8909 77 6522 6103 8516 48309 21553 8711 5017 833 176 8832 91 12842 19954 10321 3350 354 313 202 104811 104777 97217 7560 1463 998 6097 786 126 103 77
internal_count=279631 279545 164005 163767 81155 59370 58664 82612 34303 14349 6876 115540 58640 85 21785 58555 18837 115157 10346 8909 77 6522 6103 8516 48309 21553 8711 5017 833 176 8832 91 12842 19954 10321 3350 354 313 202 104811 104777 97217 7560 1463 998 6097 786 126 103 77
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=51
num_cat=0
split_feature=4 11 1 8 5 14 6 0 0 6 0 0 13 2 7 3 1 12 6 0 4 12 3 14 3 10 14 0 4 1 10 0 10 9 13 14 5 1 8 1 13 0 6 10 3 10 0 9 10 9
split_gain=0.0162577 0.0203797 0.0180081 0.0179954 0.0333299 0.0228977 0.0258637 0.0237682 0.0284001 0.0226072 0.0279312 0.020602 0.0182048 0.0173737 0.0278383 0.029971 0.0406564 0.0288863 0.0240946 0.0204423 0.019535 0.0275081 0.0188583 0.0186505 0.022952 0.0213357 0.0247703 0.0238546 0.0255351 0.0177415 0.0176068 0.0494192 0.0477494 0.0303267 0.0222951 0.0232572 0.0214836 0.0240172 0.0206626 0.019421 0.0177572 0.0199568 0.0175614 0.0173816 0.0265254 0.0170603 0.0220913 0.0185674 0.0169272 0.0595732
threshold=9.5000000000000018 0.078461538461538485 3091.4684149673285 6.5000000000000009 9.5000000000000018 0.35067567567567576 4.5000000000000009 961.9848145785071 752.62734794289941 1.5000000000000002 928.78428753650576 891.78880821500877 0.031754032258064523 2.5000000000000004 4.5000000000000009 19.500000000000004 2217.1926524768464 1.5000000000000002 1.0000000180025095e-35 1364.7041533538422 5.5000000000000009 1.5000000000000002 8.5000000000000018 0.39736842105263165 10.500000000000002 0.92052631578947375 0.38548951048951058 1146.5960345662522 3.5000000000000004 3183.3810684193081 1.0000000180025095e-35 781.39118733466205 0.077935222672064791 3.5000000000000004 0.12660256410256412 0.045983086680761107 8.5000000000000018 2969.5094685919271 1.0000000180025095e-35 2554.1430983545456 0.18834459459459463 635.88762092633704 2.5000000000000004 0.52440476190476204 13.500000000000002 0.032795698924731186 920.13071123443217 2.5000000000000004 0.45584415584415588 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 13 7 12 8 -6 -10 11 -11 -7 14 15 16 18 -17 19 20 23 -22 -15 25 -25 27 -27 43 -29 -19 31 -24 33 36 38 39 40 -38 -33 -36 41 -32 -42 -1 -45 46 -43 -47 49 -34
right_child=2 -3 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 22 -16 17 -18 29 -20 -21 21 -23 30 24 -26 26 -28 28 -30 -31 32 34 48 -35 35 -37 37 -39 -40 -41 42 45 -44 44 -46 47 -48 -49 -50 -51
leaf_value=1.2864573605939095e-05 0.00022754874410578258 -0.00015027276001897409 2.8682381495042033e-05 -0.00016550993300780349 0.00065094261752286309 -0.00028183754451068432 -0.00019111400223005933 0.00030456894916462007 0.00012692191485579298 -0.0007990610272827326 -0.0019217354645839008 0.00052286582998931411 0.00074505134579909438 -0.00027539716830573456 -0.00020543884788977291 0.0002486310076108852 -0.00029066642874207263 4.666535959894896e-05 -1.5496608292401823e-05 -0.001325266420774694 0.00025845682312626502 3.892935830787204e-05 7.6753551733042705e-05 -3.9903880527406096e-05 3.9612206953493093e-05 -4.5891453390969047e-05 0.0014717388751537162 0.0019084409302902513 0.0001468453204627925 0.0011289730079864202 4.553694896943393e-05 -0.00094797366190344781 -5.5215197592366791e-05 5.4382297595065549e-05 0.0015218277092667689 -0.00012408681351943146 5.813133879564703e-05 -0.0019833597194974573 -0.00027374591450104378 0.00019211696297391273 -0.00019037349532664277 0.0018542965367922316 -0.00047629068883692509 6.7806321129057368e-05 0.00025817853716789883 -3.6292207777401191e-05 -1.3105179329253384e-06 -0.00031532015590344159 -3.3665414714682236e-05 6.3798169801541793e-05
leaf_weight=12672 1573 2290 4120 1642 75 48 116 494 113 112 41 40 428 698 1491 2225 1152 10602 63769 28 2089 4503 12136 21548 15678 6413 27 36 48 38 1657 136 18700 1896 38 1296 25 34 691 99 3234 23 644 16694 2055 1014 53 1447 39628 24022
leaf_count=12672 1573 2290 4120 1642 75 48 116 494 113 112 41 40 428 698 1491 2225 1152 10602 63769 28 2089 4503 12136 21548 15678 6413 27 36 48 38 1657 136 18700 1896 38 1296 25 34 691 99 3234 23 644 16694 2055 1014 53 1447 39628 24022
internal_value=0 -1.738e-06 8.363e-05 -4.85853e-07 5.17716e-07 0.000238196 0.000478352 7.57127e-05 -0.00022102 -0.000434736 -0.000763582 -0.000451186 0.0006415 -7.80694e-07 9.60782e-06 1.16171e-05 5.20047e-06 8.47922e-05 7.54204e-06 2.55043e-05 2.59669e-05 0.000108497 -1.63501e-05 1.87295e-05 -6.4151e-06 4.33976e-05 -3.95287e-05 6.03488e-05 0.000901815 5.05307e-05 -1.46566e-05 3.67762e-05 -2.26719e-05 -0.000125691 -0.000177898 -5.85956e-05 -0.000167681 -0.00111832 -0.000384623 0.000560942 -0.000160733 -8.94217e-05 -0.000237854 5.80992e-05 8.86722e-05 -0.000177568 0.000560255 -0.000200353 -1.01282e-05 1.17044e-05
internal_weight=0 273938 5693 271648 270006 1467 592 875 381 306 193 152 476 268539 161068 159577 146712 12865 145560 81791 81763 6592 107471 75171 37226 37945 6440 31505 84 10640 106773 14396 92377 10027 2260 1433 8131 59 827 137 8072 4194 3878 31421 18749 2537 76 2461 82350 42722
internal_count=279631 273938 5693 271648 270006 1467 592 875 381 306 193 152 476 268539 161068 159577 146712 12865 145560 81791 81763 6592 107471 75171 37226 37945 6440 31505 84 10640 106773 14396 92377 10027 2260 1433 8131 59 827 137 8072 4194 3878 31421 18749 2537 76 2461 82350 42722
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=51
num_cat=0
split_feature=8 5 9 10 10 2 9 1 3 1 7 0 6 5 1 6 5 10 2 5 12 1 4 11 7 10 4 1 10 1 3 14 14 0 10 0 10 10 10 13 10 12 5 12 10 2 5 14 10 12
split_gain=0.016227 0.0327747 0.0193825 0.0478512 0.0342828 0.0747818 0.0301937 0.0275768 0.0280314 0.0320912 0.0406685 0.0387001 0.0344628 0.0340571 0.0274385 0.0246927 0.0293529 0.0249064 0.0272663 0.0249363 0.0248598 0.0247541 0.0246427 0.0220986 0.0218261 0.0229171 0.0208472 0.0314983 0.0218359 0.032694 0.071823 0.024701 0.0295373 0.0241582 0.0204758 0.019911 0.0190654 0.0187958 0.031433 0.0214467 0.018139 0.0204133 0.0202477 0.0181033 0.0428695 0.0546814 0.0360665 0.0319505 0.0295669 0.0276194
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 0.73431372549019625 0.49418604651162795 1.5000000000000002 1.5000000000000002 1200.5930205483244 20.500000000000004 2438.1594628963853 1.5000000000000002 679.36994087171206 1.0000000180025095e-35 8.5000000000000018 2669.2593881982461 1.0000000180025095e-35 10.500000000000002 0.88303693570451447 2.5000000000000004 4.5000000000000009 2.5000000000000004 3906.2051313837133 2.5000000000000004 0.11882352941176472 1.0000000180025095e-35 0.04819976771196284 5.5000000000000009 1657.8115345718741 0.68496240601503777 2452.3200893468074 21.500000000000004 0.26393188854489169 0.16843971631205676 1146.5960345662522 0.81322674418604668 855.39444395686212 0.81016731016731025 0.86811594202898557 0.87138130686517801 0.43050193050193059 0.13423423423423428 2.5000000000000004 4.5000000000000009 3.5000000000000004 0.19756097560975613 3.5000000000000004 6.5000000000000009 0.037749287749287756 0.45584415584415588 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 23 5 -2 -6 -7 24 10 -10 -12 13 40 -11 16 17 18 19 -8 26 -20 -22 43 -9 -26 27 34 -29 -30 -31 32 -32 -33 36 -16 -17 -28 -39 -40 41 -13 -43 47 -45 46 -46 49 -49 -4
right_child=2 -3 3 -5 6 7 15 8 9 14 11 12 -14 -15 35 20 -18 -19 21 -21 22 -23 -24 -25 25 -27 37 28 29 30 31 33 -34 -35 -36 -37 -38 38 39 -41 -42 42 -44 44 45 -47 -48 48 -50 -51
leaf_value=-1.5913742632777987e-05 0.0028564364607022406 4.0028897759218959e-05 -0.00012703311360942631 -0.00032694935190978922 -2.2386209123171086e-05 5.7021549070908025e-05 0.00010286758597970885 -5.1110478000773556e-05 0.00039694961259619237 -0.0002054565049955705 0.0017871061135244011 -0.0011849261060631715 -0.00020060747117248685 0.0022502958496182185 0.00065658129009287967 0.00014325463586159173 0.0017063975111731061 0.00040317784318130012 -2.4123734114107644e-05 0.00041571096959351801 -0.00036598425478570401 0.0015225068236199709 -4.3234127015634704e-05 -0.00068613654049706253 -1.779864909277704e-05 -0.00017522928546448956 0.00011587234216123223 -0.00026541974656491365 -8.5872997810180761e-05 0.0032492057716643273 0.0002018094879829071 0.00013739698921530033 0.0020598748630644491 -0.0016522374882532113 -0.00011478292696375833 -1.9585355602790739e-06 0.0014094626150714855 0.0023758163210004569 0.00073679250912027784 -2.951837937178512e-05 0.00054067625662642782 -0.00034070554741679935 0.001584952820558101 -0.00010556554623808975 0.00016305885190660458 -6.9264449658792236e-05 0.00082006237366021289 7.2846807247115792e-05 -6.9373945281345469e-05 0.0011489987284370668
leaf_weight=46791 22 59441 65 971 61173 4499 6876 12084 1026 2067 29 39 1018 23 118 3288 28 591 5218 702 651 26 6462 108 2914 11183 2095 1331 1590 22 55 132 35 22 895 4207 30 21 200 168 190 43 20 6863 3536 3681 222 22370 4368 122
leaf_count=46791 22 59441 65 971 61173 4499 6876 12084 1026 2067 29 39 1018 23 118 3288 28 591 5218 702 651 26 6462 108 2914 11183 2095 1331 1590 22 55 132 35 22 895 4207 30 21 200 168 190 43 20 6863 3536 3681 222 22370 4368 122
internal_value=0 1.53884e-05 -9.42761e-06 1.9999e-05 -1.89241e-05 -5.78728e-05 -2.13821e-06 -5.94976e-05 -7.4492e-05 2.81985e-06 0.000159213 -1.98755e-05 -5.91872e-05 0.000397847 -5.56073e-05 3.85554e-05 8.91981e-05 8.58221e-05 7.11944e-05 0.000131848 -1.49221e-06 -1.64555e-05 -7.2773e-05 2.81492e-05 -0.000100419 -0.000142687 4.98049e-05 7.73345e-06 -0.000110871 -3.94502e-08 0.000513026 0.000266321 0.00092439 -0.000118265 9.74542e-05 1.60086e-05 0.000154703 0.000175139 0.000494323 0.000386955 0.000251935 -0.000285916 0.000270615 3.00204e-05 -1.54404e-05 6.77063e-05 0.000201871 5.41682e-05 4.96132e-05 0.000705458
internal_weight=0 106232 173399 42306 131093 39482 91611 39460 34961 8780 2388 1362 1333 315 6392 30438 13441 13413 12822 7578 16997 5244 7113 41335 26181 14097 9884 7400 3187 1856 266 244 90 154 4213 4325 3318 2484 389 368 292 102 63 41227 14302 7439 3758 26925 26738 187
internal_count=279631 106232 173399 42306 131093 39482 91611 39460 34961 8780 2388 1362 1333 315 6392 30438 13441 13413 12822 7578 16997 5244 7113 41335 26181 14097 9884 7400 3187 1856 266 244 90 154 4213 4325 3318 2484 389 368 292 102 63 41227 14302 7439 3758 26925 26738 187
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=51
num_cat=0
split_feature=14 4 1 14 12 1 14 3 1 1 3 1 1 5 7 8 13 10 3 13 1 3 6 6 2 12 14 7 4 1 5 3 7 4 12 1 0 10 3 3 4 0 5 13 9 2 10 10 0 10
split_gain=0.015633 0.0213731 0.0414923 0.0216266 0.0244287 0.0226509 0.0234673 0.0209892 0.0221344 0.0213811 0.0214034 0.0389399 0.0265174 0.0207862 0.0243923 0.0207563 0.0232707 0.0185217 0.0262177 0.0310439 0.0275521 0.0247946 0.0246976 0.0241198 0.0488507 0.0428426 0.0314793 0.0307503 0.0224494 0.0217586 0.0222503 0.0214901 0.0207309 0.0291127 0.02141 0.0198608 0.0251419 0.0357198 0.0206565 0.0199008 0.0203089 0.019609 0.0196064 0.0197894 0.0201484 0.0234813 0.0230433 0.0503771 0.0434704 0.0416215
threshold=0.077677224736048281 5.5000000000000009 1799.7773659418742 0.23166368515205729 6.5000000000000009 3616.7164640063575 0.56330128205128216 17.500000000000004 1957.9177137252361 2109.0364771460559 20.500000000000004 2275.0720736400158 2299.1146759378844 9.5000000000000018 13.500000000000002 6.5000000000000009 0.036375661375661381 0.97100840336134464 32.500000000000007 0.26393188854489169 3438.6371619929478 29.500000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 3.5000000000000004 0.10582306830907055 3.5000000000000004 15.500000000000002 3049.3733999235665 3.5000000000000004 29.500000000000004 2.5000000000000004 8.5000000000000018 4.5000000000000009 2969.5094685919271 1135.086528240877 0.53452380952380962 26.500000000000004 27.500000000000004 9.5000000000000018 1146.5960345662522 12.500000000000002 0.24695121951219515 3.5000000000000004 4.5000000000000009 0.47434210526315795 0.26138716356107666 1113.5670458188422 0.56711711711711721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 13 -7 8 -4 -9 12 -12 -11 14 -5 -15 -17 18 20 42 21 35 -19 24 25 27 -26 -21 41 -23 32 -22 33 -31 -35 39 37 38 -37 40 -13 -24 43 44 46 -46 47 -20 -49 -48
right_child=1 2 7 5 -6 6 -8 9 -10 10 11 17 -14 15 -16 16 -18 22 19 23 31 29 28 -25 26 -27 -28 -29 -30 30 -32 -33 -34 34 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 49 48 -50 -51
leaf_value=-3.7209886008343721e-05 2.7558961290240828e-05 0.00012901965312343033 1.8879853017978154e-06 -1.5469772474311385e-05 -0.00018741284953373378 -0.00031323707603727181 -0.0019305361719834137 0.00012427320521033215 -0.00017840116854185033 -3.9524715290969787e-06 0.00031048302302647533 8.74534099725915e-06 -0.00020349452555693855 0.00043069514983063578 -0.0014913838175873804 0.00090849747121298928 -0.00022417783898829371 0.00033540760621301904 0.00011240777925303281 0.0029668433399190411 -0.00088985188487156761 0.00084223828705988837 -0.0017295896123426084 0.00019626205182174053 0.0016655285947148085 0.00048002563309733218 5.3512142818193705e-07 0.00073687924728305511 0.0010421229124767705 0.0020329328658788104 6.5986537399831722e-05 -0.00015513133634213898 0.00019851656786514746 0.001327665033592918 -0.00032188650989805218 -0.0002596768989136116 0.00043819495932507168 -0.00033715474953184885 5.9084147621087492e-05 0.00033088098931138556 0.0002545602906556993 -0.00051227187677712444 0.0010103652245662589 -0.0011509716182070621 0.00063082540172909921 -4.4969442607041888e-05 0.00089138240337034713 -0.0011728491330465114 -6.0346331369279456e-05 -2.3049994691309587e-05
leaf_weight=25639 53499 8963 4485 137841 1355 99 29 4862 2744 6277 1211 17357 2266 519 28 53 314 103 539 52 109 123 39 451 34 57 172 22 20 46 1358 1145 184 37 42 669 214 1274 2115 532 883 218 54 34 293 229 163 189 164 526
leaf_count=25639 53499 8963 4485 137841 1355 99 29 4862 2744 6277 1211 17357 2266 519 28 53 314 103 539 52 109 123 39 451 34 57 172 22 20 46 1358 1145 184 37 42 669 214 1274 2115 532 883 218 54 34 293 229 163 189 164 526
internal_value=0 3.75612e-06 2.97639e-05 -4.33269e-06 2.22487e-05 -1.48314e-05 -0.000679656 1.24195e-05 -6.65466e-05 2.53748e-05 1.31086e-05 3.26114e-05 -5.68803e-05 -1.42181e-05 -1.57695e-05 0.000227189 -6.06035e-05 2.1184e-05 2.5718e-05 0.000166243 9.67142e-06 2.1218e-05 -0.000325631 0.000435384 0.000755397 0.0015103 0.00027534 0.00230388 -0.000571433 0.000200476 0.000153123 -0.000218995 0.000536072 0.00103295 0.000450688 7.2937e-06 -9.00099e-05 -0.000117865 -1.75147e-05 2.94374e-05 2.06453e-05 -0.000697001 6.9445e-05 4.56689e-05 6.50154e-05 0.000334356 -2.3913e-05 -0.000191679 -0.000655992 0.000193282
internal_weight=0 253992 60255 193737 54854 138883 128 51292 7229 44063 39201 30658 8543 138755 137869 886 367 29447 29067 2979 26088 24834 380 788 337 131 206 74 277 1790 1667 1254 309 125 79 23044 4272 4058 2784 18772 18240 257 2191 2137 2103 522 1581 892 353 689
internal_count=279631 253992 60255 193737 54854 138883 128 51292 7229 44063 39201 30658 8543 138755 137869 886 367 29447 29067 2979 26088 24834 380 788 337 131 206 74 277 1790 1667 1254 309 125 79 23044 4272 4058 2784 18772 18240 257 2191 2137 2103 522 1581 892 353 689
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=51
num_cat=0
split_feature=8 5 7 9 10 11 7 1 4 14 13 3 9 12 0 6 10 9 1 0 6 5 13 2 1 14 14 10 6 13 6 14 9 14 5 3 10 9 10 1 3 12 10 4 13 7 2 2 0 7
split_gain=0.015763 0.0412045 0.0216763 0.0195684 0.0238961 0.0221044 0.0221713 0.023396 0.0347753 0.0287034 0.0368357 0.0269371 0.0248992 0.0277795 0.0254573 0.04273 0.0203636 0.0280154 0.0281641 0.0270325 0.0240565 0.0323859 0.0228782 0.022162 0.019687 0.0443035 0.0416433 0.039535 0.022331 0.0203114 0.0358684 0.0315517 0.0241569 0.0213775 0.0189524 0.0187586 0.025979 0.0264513 0.0298585 0.0206419 0.0184444 0.0185025 0.0184225 0.0179614 0.0207255 0.0177411 0.019077 0.0176378 0.0353431 0.0195703
threshold=1.5000000000000002 1.5000000000000002 16.500000000000004 2.5000000000000004 0.76568627450980398 0.13423423423423428 2.5000000000000004 2904.5200653263769 9.5000000000000018 0.053342816500711245 0.29893617021276603 27.500000000000004 3.5000000000000004 7.5000000000000009 1070.0586822807675 1.5000000000000002 0.68496240601503777 1.5000000000000002 4197.4883033117148 1321.1033005038273 2.5000000000000004 4.5000000000000009 0.5064102564102565 3.5000000000000004 3616.7164640063575 0.043961352657004842 0.34891304347826091 0.5913729128014843 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 0.14119601328903655 3.5000000000000004 0.28062500000000007 9.5000000000000018 24.500000000000004 0.25265957446808512 3.5000000000000004 0.53452380952380962 2588.1722553952563 10.500000000000002 11.500000000000002 0.18274582560296851 5.5000000000000009 0.54692082111436957 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1159.2799263297591 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 45 3 16 5 6 7 11 12 10 -10 35 13 -9 -14 -16 19 -18 20 47 21 -19 -21 -22 28 -26 27 29 -8 31 33 -27 -32 -31 -23 39 -37 38 -38 43 -3 -42 -11 -5 -45 46 -1 49 -49 -2
right_child=2 40 -4 4 -6 -7 24 8 9 42 -12 -13 14 -15 15 -17 17 18 -20 22 23 34 -24 -25 25 26 -28 -29 -30 30 32 -33 -34 -35 -36 36 37 -39 -40 -41 41 -43 -44 44 -46 -47 -48 48 -50 -51
leaf_value=1.2404642128434191e-05 -6.2562348374604692e-05 -2.7304936600669967e-05 -0.0014614782578204401 8.4240638808277831e-06 -0.00035092687368591799 -0.00091960463826983539 0.00017488312426556702 -0.00032818841751725957 -0.0013556774963425207 -2.2512434132572787e-05 0.0011441040155477822 0.0016498079975672928 -4.4087585230501307e-05 0.00026171069144651882 0.002451185080073109 2.6589482832623989e-06 -3.2106312949023514e-05 4.0683626045107827e-05 -0.0010285231563792532 0.00019285194471874525 -0.00018620843300896345 0.00023141899698029454 0.0014506661619704505 0.00071285247827851384 0.0010499517973396185 -0.0024088226957246664 0.00050214605013398125 0.000853507832841758 0.0010061269892645784 0.00022720954208313652 -0.0013259175930342767 -0.00013392698393646345 -0.00024025857828639669 -0.0014269986338066784 0.00086677016684740416 3.9318479094775935e-05 0.0010959359341816096 -0.00026738538433198337 0.00012659536780538764 -0.00015761060889628043 4.5127450242314193e-05 -0.0010305430617154343 0.00053200114338834259 9.226488408977766e-05 0.00045737817918366268 -3.2067384068037197e-05 -0.00014793627222365967 0.00044558015949539671 -0.0011675491708477862 -0.00019709971438247248
leaf_weight=58335 20612 10251 26 8061 418 61 3043 1900 56 236 20 26 1232 223 28 49 29674 5191 58 495 1123 2197 39 73 77 35 156 54 83 174 129 27 85 22 124 639 215 81 126 1425 69880 40 410 2080 478 54480 1916 319 38 3111
leaf_count=58335 20612 10251 26 8061 418 61 3043 1900 56 236 20 26 1232 223 28 49 29674 5191 58 495 1123 2197 39 73 77 35 156 54 83 174 129 27 85 22 124 639 215 81 126 1425 69880 40 410 2080 478 54480 1916 319 38 3111
internal_value=0 7.82716e-06 -1.80048e-05 -1.75617e-05 2.34526e-05 3.08235e-05 3.35621e-05 9.30346e-06 -9.41207e-05 0.00022129 -0.00069784 4.20217e-05 -0.000160475 -0.000266225 1.10371e-05 0.000893032 -3.16436e-05 -8.90622e-06 6.9629e-05 -6.71529e-05 7.69433e-05 0.000110103 0.000284715 -0.000131333 0.000141493 -8.69291e-05 -0.000215287 -0.000428061 0.000196954 -0.000574682 -0.000447134 -0.00141814 -0.000894698 4.15331e-05 0.000265363 3.88319e-05 0.00024038 0.000544832 0.000737763 2.10768e-05 3.53293e-05 4.45121e-05 0.000329423 4.50555e-05 0.000160492 -1.13906e-05 7.30575e-06 -7.49559e-05 0.000273875 -8.02054e-05
internal_weight=0 194902 84729 84703 21649 21231 21170 17285 4154 722 76 13131 3432 2123 1309 77 63054 38440 8766 24614 8708 7512 534 1196 3885 759 682 526 3126 472 410 62 214 196 2321 13105 1061 422 341 12044 80171 69920 646 10619 2558 114731 60251 24080 357 23723
internal_count=279631 194902 84729 84703 21649 21231 21170 17285 4154 722 76 13131 3432 2123 1309 77 63054 38440 8766 24614 8708 7512 534 1196 3885 759 682 526 3126 472 410 62 214 196 2321 13105 1061 422 341 12044 80171 69920 646 10619 2558 114731 60251 24080 357 23723
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=51
num_cat=0
split_feature=5 4 0 10 2 1 13 7 3 12 3 7 1 1 1 1 4 2 9 10 14 3 10 10 0 9 1 13 3 5 12 1 1 5 9 1 13 3 13 10 13 7 6 7 0 3 0 6 14 9
split_gain=0.015373 0.015568 0.0185753 0.0183436 0.0158273 0.0349255 0.0240304 0.0199323 0.0280575 0.0207148 0.0179862 0.0175051 0.0172547 0.0158641 0.0147916 0.0146462 0.0153224 0.014382 0.0133588 0.0147165 0.0161993 0.0136569 0.0132945 0.0437761 0.0428284 0.0303255 0.0217513 0.0249768 0.0201191 0.0183888 0.0227548 0.0183248 0.0198774 0.0207857 0.0176895 0.0253784 0.0244001 0.0180911 0.0167541 0.0283455 0.0263194 0.0312381 0.0296763 0.0397868 0.0286091 0.0235486 0.0227446 0.0324912 0.0252082 0.0203704
threshold=18.500000000000004 1.5000000000000002 728.36581536889219 0.045983086680761107 2.5000000000000004 3183.3810684193081 0.40270270270270275 2.5000000000000004 23.500000000000004 7.5000000000000009 19.500000000000004 4.5000000000000009 985.46635494155419 2217.1926524768464 1385.6581314443542 2239.2341228651162 6.5000000000000009 3.5000000000000004 2.5000000000000004 0.43614130434782611 0.05634920634920635 9.5000000000000018 1.0000000180025095e-35 0.077935222672064791 781.39118733466205 3.5000000000000004 3616.7164640063575 0.6198686371100165 34.500000000000007 2.5000000000000004 3.5000000000000004 3183.3810684193081 2438.1594628963853 4.5000000000000009 2.5000000000000004 1863.9377009148143 0.35388994307400384 12.500000000000002 0.46291208791208799 0.77032967032967048 0.6984848484848486 6.5000000000000009 3.5000000000000004 2.5000000000000004 656.34241854418212 13.500000000000002 483.73222613482704 1.5000000000000002 0.03883861236802414 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -4 5 6 7 8 18 -10 15 13 -6 -12 -5 16 -8 -1 -3 21 -21 -20 24 25 29 -24 27 -26 -28 34 -31 32 -29 -34 36 -36 37 -14 -25 46 41 -41 43 45 -44 -42 47 49 -48 -40
right_child=-2 4 3 14 12 -7 10 -9 9 -11 11 -13 22 -15 -16 -17 -18 -19 19 20 -22 -23 23 38 26 -27 28 31 -30 30 -32 -33 33 -35 35 -37 -38 -39 39 40 42 -43 44 -45 -46 -47 48 -49 -50 -51
leaf_value=-3.3101034902105837e-05 0.00066839524234785848 -8.5751090206257502e-06 -0.00068327270137639355 0.00099672838779432432 -0.00051383766867676745 0.001038003535253972 2.637169357752757e-05 -9.2348068232930283e-05 0.00024512554515084109 -0.00057954026549850829 0.00033473686918610268 -0.00017215038990900435 -0.00027223520631528133 0.00010227711780124868 -0.00016018443661644995 -0.00045922910945841533 0.0001849053057770433 0.00049663861351571261 -0.00017748171513830594 0.00097440622663790629 -0.0001147256528987374 0.00010714676206858779 -0.00015640032026848676 5.5204554408035861e-06 -0.00015227033480594361 6.003887567789853e-05 -0.0014133756576860646 0.0011322583207283574 -0.000347461556128032 0.00022367356824298554 -5.959935634826443e-05 0.001714024921413511 0.00062943172367970249 -0.00073635767243104052 0.00015996432413136331 -6.0006537977586464e-05 -0.00026180941638250524 0.0001616169821789089 9.4031832055213162e-05 -0.00030327815867980506 -0.00038413157289583961 0.0011426310298510976 0.00061063360631966068 0.00050325502275429832 -0.00063765682156895469 5.6749374777669471e-05 0.00052874815340216564 0.00034743049808079078 -6.463421213344127e-05 -0.00014639491791926639
leaf_weight=8885 86 76255 171 28 171 83 57016 5989 1582 80 1113 392 315 2155 2081 153 1566 130 451 35 1391 6430 8410 68068 2152 2004 58 46 187 3136 916 25 52 60 3502 2096 1074 1013 2637 2199 428 38 54 378 306 1036 182 894 10799 1323
leaf_count=8885 86 76255 171 28 171 83 57016 5989 1582 80 1113 392 315 2155 2081 153 1566 130 451 35 1391 6430 8410 68068 2152 2004 58 46 187 3136 916 25 52 60 3502 2096 1074 1013 2637 2199 428 38 54 378 306 1036 182 894 10799 1323
internal_value=0 -2.05627e-07 -5.77083e-05 -0.000185208 2.21559e-06 1.26215e-05 1.20711e-05 -4.1438e-06 1.98275e-06 0.00020543 3.60349e-05 0.000143576 -1.19595e-05 0.000181447 -0.000144825 2.93336e-05 3.06096e-05 -2.5462e-05 -2.01585e-06 5.81955e-05 -8.79938e-05 8.84914e-05 -1.12026e-05 -1.77927e-05 3.32761e-05 -0.00011475 -0.00015161 -0.000104583 -0.0005998 7.28551e-05 0.000159637 0.000456194 0.00025717 -0.000102241 2.89002e-05 7.7603e-05 -8.46042e-05 5.87078e-05 -6.36306e-06 -4.62608e-05 -0.000157924 -0.000278716 -3.52109e-05 4.59362e-05 -0.000450413 -7.2142e-05 -1.49585e-05 7.51719e-05 -5.47994e-05 1.37074e-05
internal_weight=0 279545 11295 2280 268250 154691 154608 92213 86224 1662 62395 3660 113559 3268 2109 58735 58582 9015 84562 8307 1426 6881 113388 98756 14632 10414 2580 2335 245 12052 4052 183 158 112 8000 5598 2402 1328 88342 20274 4439 2237 2202 1842 360 1464 15835 4854 10981 3960
internal_count=279631 279545 11295 2280 268250 154691 154608 92213 86224 1662 62395 3660 113559 3268 2109 58735 58582 9015 84562 8307 1426 6881 113388 98756 14632 10414 2580 2335 245 12052 4052 183 158 112 8000 5598 2402 1328 88342 20274 4439 2237 2202 1842 360 1464 15835 4854 10981 3960
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=51
num_cat=0
split_feature=8 5 4 1 3 9 0 5 3 0 4 2 10 10 1 13 0 13 4 5 10 1 10 10 2 9 3 6 14 10 12 0 13 13 3 13 14 13 14 4 6 14 12 0 7 0 14 6 13 8
split_gain=0.0148454 0.0286638 0.0184757 0.0289128 0.026695 0.0230667 0.0467927 0.0229088 0.0179106 0.0180231 0.0175737 0.0166727 0.0524976 0.0467148 0.0957039 0.0310616 0.0355495 0.0294981 0.0236659 0.0166551 0.0208852 0.0185876 0.0238522 0.0518989 0.0372306 0.0572469 0.0319502 0.0315952 0.0355906 0.0559402 0.0363157 0.0293564 0.0278328 0.0313833 0.0228887 0.0223933 0.022009 0.0216027 0.0439881 0.020669 0.022412 0.0191435 0.0201764 0.0218557 0.0189309 0.0184845 0.0180092 0.0285261 0.0286263 0.0291464
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 2392.1183921884472 20.500000000000004 4.5000000000000009 1070.0586822807675 3.5000000000000004 12.500000000000002 1222.5833773881889 1.0000000180025095e-35 1.5000000000000002 0.49418604651162795 0.93218390804597717 1396.6810752259844 0.19756097560975613 1321.1033005038273 0.39736842105263165 3.5000000000000004 13.500000000000002 0.50490196078431382 3438.6371619929478 0.49418604651162795 0.55718954248366026 3.5000000000000004 3.5000000000000004 34.500000000000007 4.5000000000000009 0.18834459459459463 0.35805860805860812 4.5000000000000009 933.44303385326884 0.45584415584415588 0.21525096525096529 30.500000000000004 0.10762548262548265 0.14854215918045707 0.10102040816326532 0.080540540540540564 9.5000000000000018 1.5000000000000002 0.267479674796748 3.5000000000000004 1027.0057469844974 5.5000000000000009 1033.4556649327824 0.050641025641025648 2.5000000000000004 0.096006144393241177 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 7 -5 19 -7 -4 9 -3 -2 12 -12 14 15 -14 17 -17 -19 21 -21 -6 24 26 34 27 -24 28 36 39 -31 -27 33 -29 -23 -28 46 -33 -39 40 -30 -41 -43 -44 -36 -40 -26 48 49 -48
right_child=2 8 3 4 5 6 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 18 -20 20 -22 22 23 -25 25 31 35 32 29 30 -32 37 -34 -35 44 -37 -38 38 45 41 -42 42 43 -45 -46 -47 47 -49 -50 -51
leaf_value=-1.4554546683140681e-05 -0.0002529630247027612 7.4119441949178188e-06 0.00011171359142169331 -0.00070275239145126947 4.3145466351233768e-05 0.00028168815626721026 0.0027769741567317398 0.00046369314526928667 6.1241251920898142e-05 -0.0010292176632598663 0.0027014707384462513 -1.3949801951614017e-05 -0.00060535213640171368 0.0021598007849038202 -0.0033509921235963707 0.0012763727510061403 0.0022665852840334454 0.00035096352510923423 -0.0012414018049145983 0.001747057866422467 -4.7369098448304129e-05 -0.00084513433877441845 0.0001388470638630679 -5.7552553234699291e-05 -0.0010810191659316399 -0.00021060016522716775 0.00072221566921430898 -0.0014815196844574531 -6.3697101488228766e-06 -6.7557320546577959e-05 -0.0023461953568686216 0.0010068541539037534 -0.0027759284228086475 0.00031358230193810805 0.00023631625172672928 0.0020612106482797076 -0.0015587190329992716 -0.0018312567677348853 0.0001128903722821954 0.00070580440985698568 0.0017255516012850654 0.00068777774532253935 -0.001740765136330285 0.00028892141833369221 -0.0010275796251071076 0.0017269042786210776 0.0010166632388496682 -0.00098650368549822861 0.0005403326454581003 -0.0010819046482188593
leaf_weight=46791 768 25076 1909 129 9823 310 20 610 34323 42 22 155448 77 27 20 52 27 70 35 31 34 59 120 1395 127 406 76 80 31 34 36 109 25 35 669 53 65 25 68 60 47 26 36 21 31 24 21 122 108 78
leaf_count=46791 768 25076 1909 129 9823 310 20 610 34323 42 22 155448 77 27 20 52 27 70 35 31 34 59 120 1395 127 406 76 80 31 34 36 109 25 35 669 53 65 25 68 60 47 26 36 21 31 24 21 122 108 78
internal_value=0 1.47187e-05 -9.01733e-06 4.07254e-05 1.32713e-05 1.97738e-05 0.000432918 0.000196949 3.77621e-05 5.67859e-06 -1.43724e-05 -1.31961e-05 0.000341826 0.00017328 -1.75957e-05 0.000237837 0.000590693 0.000302483 -0.000179825 9.94764e-06 0.000808435 6.18938e-06 -8.48615e-05 6.11365e-05 -0.000187303 -0.000325271 0.000726081 -0.000570182 -0.000450577 -7.65026e-06 -0.00123943 4.3646e-05 -0.00126389 -0.000935184 0.000100629 0.00127235 -0.00069797 0.000500389 2.85541e-05 0.000382506 0.00103722 2.53866e-05 -0.000466482 -0.000992986 0.000180344 0.000533937 -0.000575275 -0.000380049 -2.26218e-05 -0.000636754
internal_weight=0 106232 173399 16853 14334 14205 330 2519 59441 25118 156546 155778 330 308 281 261 184 157 105 13875 65 13810 3987 1644 2343 1584 249 952 812 291 70 632 140 115 759 129 521 226 117 221 78 143 83 57 700 92 456 329 207 99
internal_count=279631 106232 173399 16853 14334 14205 330 2519 59441 25118 156546 155778 330 308 281 261 184 157 105 13875 65 13810 3987 1644 2343 1584 249 952 812 291 70 632 140 115 759 129 521 226 117 221 78 143 83 57 700 92 456 329 207 99
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=51
num_cat=0
split_feature=4 7 3 11 0 2 14 9 7 9 13 2 1 7 3 1 13 9 10 5 0 0 13 7 3 0 7 3 14 10 10 9 8 10 10 3 7 3 1 13 3 1 10 12 0 13 10 10 8 0
split_gain=0.0140786 0.0197567 0.0163657 0.0162115 0.0161222 0.0354001 0.0491101 0.0197564 0.0175503 0.0156001 0.0151803 0.0148506 0.0238699 0.0233794 0.0341661 0.0211254 0.0204909 0.0208776 0.0578592 0.0392202 0.0203895 0.0257466 0.0196111 0.0177584 0.0166744 0.0169275 0.0348205 0.0321296 0.0286689 0.0268132 0.028812 0.0244779 0.0233654 0.0204483 0.0328162 0.0395738 0.0217477 0.020375 0.0192526 0.0335412 0.0243436 0.0409532 0.0239041 0.0320824 0.0280354 0.0237882 0.0208741 0.0361758 0.0231242 0.0253342
threshold=10.500000000000002 3.5000000000000004 45.500000000000007 0.028445512820512824 1013.9723183850269 3.5000000000000004 0.18274582560296851 2.5000000000000004 4.5000000000000009 2.5000000000000004 0.19756097560975613 2.5000000000000004 3091.4684149673285 1.0000000180025095e-35 14.500000000000002 1730.9070208596752 0.41277890466531447 1.5000000000000002 0.35067567567567576 5.5000000000000009 1364.7041533538422 1222.5833773881889 0.18065268065268067 4.5000000000000009 8.5000000000000018 1033.4556649327824 10.500000000000002 27.500000000000004 0.13714733542319751 0.45584415584415588 0.35805860805860812 4.5000000000000009 11.500000000000002 0.56330128205128216 0.25265957446808512 40.500000000000007 4.5000000000000009 39.500000000000007 3906.2051313837133 0.087595907928388769 27.500000000000004 3007.5741317529969 0.37668918918918926 7.5000000000000009 1013.9723183850269 0.33712121212121215 0.042572463768115944 0.077935222672064791 6.5000000000000009 851.91169544844706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 7 9 -7 -3 10 -6 -9 12 13 14 15 20 23 -18 -19 -20 21 -1 -23 -15 -13 26 37 29 -28 30 -27 32 33 34 36 -36 -29 38 40 -40 41 46 43 44 -41 -43 -26 -48 -49 -50
right_child=1 4 -4 -5 5 6 -8 8 -10 -11 -12 24 -14 16 -16 -17 17 18 19 -21 -22 22 -24 -25 25 27 28 31 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 39 42 -42 45 -44 -45 -46 -47 47 48 49 -51
leaf_value=1.5011639378990625e-05 0.00018409015229268945 0.0011055363450988966 -0.00093713396327626533 -0.0001249754020089881 -0.00021302985702499339 -0.0020729539081280643 0.00038497829058718302 -0.0012816528421050559 0.00060816023596208142 0.0010259523779025366 0.00033795515014587536 -0.00025756898648248994 0.00063600243735268845 -2.6985553565701036e-05 9.3519581327751314e-05 -0.00021661981402525013 -1.3512010836823477e-05 -3.082454989532583e-05 0.00014281280938133553 0.0006832457724271347 -0.0013843300250860361 -0.00031983006401392427 0.0014098451307386552 -0.00026876286029133846 4.5081998019320707e-05 -0.00043844806786402573 0.0024385749697685244 -6.7893137124088839e-05 0.00039651257362327839 -0.0009853766420474645 0.00091875478865404152 0.0011847152365729787 -0.0015678278513055724 -0.00018365374031928538 0.00014531895546685165 0.0014117435691878202 -0.00067371343138802333 0.00065921100126855128 0.0001168797721332881 -0.0011558945453820659 8.5461843862647078e-05 -0.00018771189787201482 0.00010232488275505603 0.00051649343323610403 -0.003180586755098332 -0.00073727061776323894 -0.00012113316791852881 -7.4365363628627059e-06 -0.00012742537315838903 -0.0010478473393942887
leaf_weight=63266 2363 46 33 2618 205 59 31 39 46 29 23 698 152 46808 16051 995 19602 7412 6498 354 26 23 57 772 14418 211 25 1253 55 177 48 39 26 2055 1210 65 168 114 178 92 6491 1302 49 23 21 232 8005 74821 238 109
leaf_count=63266 2363 46 33 2618 205 59 31 39 46 29 23 698 152 46808 16051 995 19602 7412 6498 354 26 23 57 772 14418 211 25 1253 55 177 48 39 26 2055 1210 65 168 114 178 92 6491 1302 49 23 21 232 8005 74821 238 109
internal_value=0 0.000110094 0.000168648 -1.14328e-06 -0.00018341 -0.000383606 -0.00122633 0.000237783 -0.000131816 -5.94808e-05 -0.000680831 3.93083e-08 9.72043e-06 9.13231e-06 2.82559e-05 1.19813e-05 -9.74992e-06 1.99768e-05 6.5998e-05 0.000170734 1.55706e-05 1.61452e-05 0.000912564 -3.09085e-05 -1.39498e-05 -1.24237e-05 -8.08925e-06 -0.000100047 0.00103466 -0.000511064 -0.00018692 -6.2837e-05 -7.30221e-05 -6.48417e-05 2.57216e-05 0.000209882 -0.000139517 -8.87553e-06 -9.59418e-06 -0.000373104 -8.34481e-06 -1.44875e-05 -0.000844548 -0.0011857 -0.00153216 -0.000270826 -1.04582e-05 -2.00861e-05 -9.32513e-06 -0.000416549
internal_weight=0 2874 2396 276757 478 324 90 154 108 234 62 274139 162016 161864 80418 64367 81446 33866 14264 6852 63372 63346 80 47580 112123 111425 106173 5252 80 436 259 4816 4777 4751 2696 1275 1421 106093 105979 363 105616 99125 185 136 113 1534 97591 83173 75168 347
internal_count=279631 2874 2396 276757 478 324 90 154 108 234 62 274139 162016 161864 80418 64367 81446 33866 14264 6852 63372 63346 80 47580 112123 111425 106173 5252 80 436 259 4816 4777 4751 2696 1275 1421 106093 105979 363 105616 99125 185 136 113 1534 97591 83173 75168 347
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=51
num_cat=0
split_feature=5 8 5 7 4 8 5 6 14 3 10 3 13 13 12 1 3 13 1 2 7 14 7 8 3 1 1 10 13 10 0 2 1 13 10 6 0 0 10 0 0 3 10 1 1 9 10 14 9 6
split_gain=0.0137467 0.0145182 0.033788 0.0212933 0.0196701 0.0179272 0.0165656 0.0172885 0.0251879 0.0243049 0.0223875 0.0198779 0.0239261 0.0168797 0.015523 0.0153888 0.0256999 0.0347948 0.0257678 0.0222419 0.0193273 0.0182471 0.021211 0.0173508 0.0160274 0.0299384 0.0149484 0.0149177 0.025728 0.0247974 0.0326987 0.0264043 0.0224825 0.0219693 0.020852 0.0202631 0.0717137 0.0197087 0.0190218 0.0251564 0.0244753 0.0278234 0.0234054 0.0205128 0.0175041 0.0161892 0.0179281 0.0178989 0.0160834 0.0219083
threshold=18.500000000000004 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 0.78679653679653694 18.500000000000004 0.90121951219512209 27.500000000000004 1.0000000180025095e-35 0.63762626262626265 9.5000000000000018 2669.2593881982461 19.500000000000004 0.70710784313725505 1941.0300553547174 3.5000000000000004 9.5000000000000018 0.15075757575757578 4.5000000000000009 1.0000000180025095e-35 27.500000000000004 3091.4684149673285 2118.0588098971061 0.1126984126984127 0.11834733893557424 0.70135135135135152 462.5928975098721 3.5000000000000004 898.5532874204041 0.09449404761904763 0.84292763157894746 1.0000000180025095e-35 1364.7041533538422 933.44303385326884 0.81322674418604668 933.44303385326884 933.44303385326884 10.500000000000002 0.94519519519519524 2503.1236745302976 898.5532874204041 1.5000000000000002 0.86425061425061445 0.94590643274853814 1.5000000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 27 -6 8 11 -10 -11 -8 -13 -14 -7 16 18 21 19 -5 24 -18 -23 -24 -17 -26 -19 28 -1 33 34 32 -32 37 -31 36 -34 -29 40 42 41 -37 48 -44 -30 47 -47 -41 -40 -50
right_child=-2 4 -4 15 6 14 7 -9 9 10 -12 12 13 -15 -16 20 17 26 -20 -21 -22 22 23 -25 25 -27 -28 29 44 30 31 -33 35 -35 -36 38 -38 -39 39 45 -42 -43 43 -45 -46 46 -48 -49 49 -51
leaf_value=-0.00012898508405625634 0.00063205366862158099 -0.00019614115666774263 3.4103794738417384e-05 -7.2179420082924963e-05 -9.5821661475833624e-05 -5.8471699648185439e-05 -9.7571412029535824e-06 -2.9949818922050747e-05 0.00014109750351481659 0.0010043762039734585 0.00010694426806335209 -0.00055239291537681739 0.0003350087625883439 0.0016898501320004773 0.0011415386602661951 -0.00032934551966583075 -0.00016712123746835358 0.0014291466736443799 -0.00032309222331305975 0.00066557312819580925 -0.0016898141221397302 0.00021567517275269867 0.00013491860930116672 -0.000594748220815329 0.00086373152095146975 -0.00013958001319259211 0.00045374086421728904 2.219163477540525e-06 0.0002531076368926954 -0.00023539872067652562 0.00099804502596741759 -0.00059767824328886055 3.4729523195055225e-05 5.5685392562779294e-05 -5.5264459628820049e-05 -0.00016025668887194159 -0.0024968572574185343 -0.00019411026948433458 -3.8840228002240779e-05 9.0343037284152882e-05 -0.00028160229997010902 0.00024253367230071978 -0.00020946678057371174 -0.00088491713866021421 -1.4318710917051628e-05 0.00020260699268220109 -0.0004441339473164225 0.00067406303553508911 -0.00016966866188655114 -0.0018324507214128973
leaf_weight=5274 86 1682 68289 5781 6171 14300 6556 21371 1105 178 114 76 546 24 27 933 822 49 1097 104 22 1265 160 166 86 549 198 11772 627 2183 57 182 30276 38305 6084 553 28 1434 16913 3172 375 1908 500 145 25389 171 287 137 2082 20
leaf_count=5274 86 1682 68289 5781 6171 14300 6556 21371 1105 178 114 76 546 24 27 933 822 49 1097 104 22 1265 160 166 86 549 198 11772 627 2183 57 182 30276 38305 6084 553 28 1434 16913 3172 375 1908 500 145 25389 171 287 137 2082 20
internal_value=0 -1.94447e-07 4.31289e-06 -7.41723e-06 -2.90003e-05 -2.80695e-06 -2.12216e-05 -5.86095e-06 5.40068e-05 0.000248306 0.000654009 1.63179e-05 0.000280943 0.000392055 -5.62102e-05 -7.39942e-05 -5.0228e-05 8.20237e-05 -0.000100613 -5.91418e-05 -0.000218116 2.41667e-05 0.000122997 -0.00023663 -0.000197467 -3.69845e-06 0.000647242 2.3671e-06 -2.82872e-05 1.05944e-05 -9.92207e-06 3.59901e-06 5.53163e-06 3.65126e-05 -0.000102831 4.53152e-06 3.23904e-05 -1.90997e-05 -2.76139e-05 -4.24193e-05 9.46867e-05 0.000152025 -6.50992e-05 -0.000361312 -7.87359e-06 7.59475e-05 -0.000202665 0.00011451 -5.50515e-05 -0.00018549
internal_weight=0 279545 241722 173433 37823 162201 36141 29970 8599 1397 292 7202 646 570 14327 11232 9642 2660 6982 5885 1590 2413 1591 326 1568 635 247 147874 31290 116584 65073 56806 56624 51511 8267 56567 30304 13206 26263 23427 2836 2461 19660 645 26016 3767 458 3309 19015 2102
internal_count=279631 279545 241722 173433 37823 162201 36141 29970 8599 1397 292 7202 646 570 14327 11232 9642 2660 6982 5885 1590 2413 1591 326 1568 635 247 147874 31290 116584 65073 56806 56624 51511 8267 56567 30304 13206 26263 23427 2836 2461 19660 645 26016 3767 458 3309 19015 2102
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=51
num_cat=0
split_feature=14 4 1 12 4 3 14 1 5 14 12 1 14 5 7 8 13 5 10 7 13 10 13 1 4 10 6 7 10 0 8 6 1 0 3 5 10 8 6 13 14 6 9 10 9 10 10 0 1 1
split_gain=0.0137103 0.01792 0.0376318 0.0195457 0.0210145 0.0299083 0.0223031 0.0210908 0.020495 0.0194206 0.0216132 0.0206669 0.0208047 0.0189398 0.0210388 0.0184104 0.0206607 0.018131 0.018084 0.0171309 0.0164831 0.0209498 0.0229656 0.0249153 0.017208 0.0171686 0.0213116 0.0208417 0.0162182 0.016316 0.0300512 0.0162587 0.0200819 0.0539522 0.0161451 0.018786 0.0161267 0.0158652 0.0256438 0.0223021 0.0156742 0.0155863 0.0213137 0.0296308 0.0606682 0.0278654 0.0208971 0.0275085 0.0393444 0.019784
threshold=0.077677224736048281 5.5000000000000009 1799.7773659418742 5.5000000000000009 9.5000000000000018 42.500000000000007 0.41801075268817212 3906.2051313837133 10.500000000000002 0.23166368515205729 6.5000000000000009 3616.7164640063575 0.56330128205128216 9.5000000000000018 13.500000000000002 6.5000000000000009 0.036375661375661381 3.5000000000000004 0.97402159244264519 3.5000000000000004 0.16064516129032261 0.59761904761904772 0.10102040816326532 4197.4883033117148 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.96490147783251246 1095.150540518749 3.5000000000000004 5.5000000000000009 2904.5200653263769 967.10338307104212 36.500000000000007 6.5000000000000009 0.81322674418604668 3.5000000000000004 4.5000000000000009 0.36474501108647456 0.16843971631205676 1.0000000180025095e-35 2.5000000000000004 0.61651583710407254 1.5000000000000002 0.77913279132791347 0.96609195402298864 1146.5960345662522 3438.6371619929478 3741.8673850150876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=41 9 17 4 5 6 -4 8 -6 10 -2 13 -13 14 -11 28 -17 36 37 -20 21 22 25 34 -23 26 27 -5 31 30 -30 32 -15 -34 35 -24 -3 -9 39 -39 -28 42 43 -1 -45 -46 -43 48 -48 -44
right_child=1 2 3 20 7 -7 -8 18 -10 11 -12 12 -14 15 -16 16 -18 -19 19 -21 -22 24 23 -25 -26 -27 40 -29 29 -31 -32 -33 33 -35 -36 -37 -38 38 -40 -41 -42 46 49 44 45 -47 47 -49 -50 -51
leaf_value=-0.00015311210240492824 2.6295092003686531e-05 0.00017550152842689867 -3.4321045387821606e-05 -0.0013713383045978846 0.00015866325842045015 0.0013749930912476534 4.3995797205420792e-05 -0.00031430612104152086 0.0017262265014107384 -1.4454616813492329e-05 -0.00017590964399382875 -0.00030387364353777637 -0.0018266596763137858 0.00023828713596159084 -0.0013851652596453537 0.00085927962538575372 -0.00020798632454191587 0.00039321739489663645 -0.0021347482080190361 -0.00013822755343945964 0.00026915099688680982 -0.00013352303584364994 -2.946387418896583e-05 -0.0016142287761559367 0.0010979873577839341 0.00026656848075409426 -0.0021413655020296575 0.00040451954002875077 0.00057292772758313836 -6.0507727017545187e-05 0.002913029548590598 -0.00058924035736399299 -0.00042320028525344769 0.0025214381196669174 0.001209265224072927 -0.0010947630517734474 3.6715626595878147e-05 0.00034790958097151556 -0.0007889253874531105 0.002123528555966914 -0.00031145292124710978 -7.4046766731234183e-05 0.00012233093508986297 -6.7127123888730352e-05 0.00017985767145452475 0.00069480810848511032 0.00047034443481587453 -8.8465442147883004e-05 0.002804199048259761 0.001392977889026365
leaf_weight=2851 53499 4019 29600 20 2949 39 13120 291 21 137841 1355 99 29 329 28 53 314 576 22 21 1165 1297 515 27 29 1790 22 95 34 23 23 47 28 35 24 45 4368 112 42 21 25 15798 2595 2778 725 412 186 243 20 31
leaf_count=2851 53499 4019 29600 20 2949 39 13120 291 21 137841 1355 99 29 329 28 53 314 576 22 21 1165 1297 515 27 29 1790 22 95 34 23 23 47 28 35 24 45 4368 112 42 21 25 15798 2595 2778 725 412 186 243 20 31
internal_value=0 3.51756e-06 2.73319e-05 1.08141e-05 6.09675e-07 -9.0052e-06 -1.02687e-05 0.000118782 0.000169747 -3.88905e-06 2.13002e-05 -1.38379e-05 -0.00064888 -1.32521e-05 -1.4733e-05 0.000217183 -5.3858e-05 0.000121857 -0.000178596 -0.0011597 0.000104172 5.47508e-05 0.000138222 -0.000129296 -0.00010659 0.000221959 -0.000270949 9.56747e-05 0.000408845 0.00106359 0.00151718 0.000289528 0.000394891 0.00121271 -6.06436e-05 -0.000115068 0.000103221 -8.80643e-05 0.000288143 0.00062827 -0.00116801 -3.48466e-05 1.64275e-05 -3.04972e-05 5.8794e-05 0.000366454 -6.4487e-05 0.000271873 0.000696932 0.000137331
internal_weight=0 253992 60255 51292 46238 42759 42720 3479 2970 193737 54854 138883 128 138755 137869 886 367 8963 509 43 5054 3889 2563 611 1326 1952 162 115 519 80 57 439 392 63 584 560 8387 466 175 133 47 25639 9392 6766 3915 1137 16247 449 206 2626
internal_count=279631 253992 60255 51292 46238 42759 42720 3479 2970 193737 54854 138883 128 138755 137869 886 367 8963 509 43 5054 3889 2563 611 1326 1952 162 115 519 80 57 439 392 63 584 560 8387 466 175 133 47 25639 9392 6766 3915 1137 16247 449 206 2626
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=51
num_cat=0
split_feature=8 5 4 3 2 6 3 5 4 0 6 0 5 8 8 7 1 4 3 10 10 12 7 6 3 10 13 3 4 10 4 10 10 1 10 14 14 9 0 4 1 3 10 5 6 1 3 9 10 2
split_gain=0.0134313 0.0254688 0.0162289 0.0162168 0.0164738 0.0340101 0.0276243 0.0214937 0.0187693 0.0176185 0.0166807 0.0164478 0.0158822 0.0189481 0.0179715 0.0242457 0.0173122 0.0197013 0.0315348 0.0355551 0.0270399 0.0193235 0.0193127 0.0323717 0.0160224 0.0158249 0.0250266 0.0261077 0.0354331 0.0454417 0.023358 0.0163254 0.0210706 0.034486 0.016353 0.0419635 0.0311985 0.0173116 0.015472 0.0151324 0.0247447 0.0239441 0.0190257 0.0184553 0.018229 0.018814 0.0528742 0.0279567 0.0256297 0.0371282
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 4.5000000000000009 36.500000000000007 8.5000000000000018 11.500000000000002 1222.5833773881889 1.0000000180025095e-35 1222.5833773881889 7.5000000000000009 5.5000000000000009 7.5000000000000009 11.500000000000002 3297.5540643465279 10.500000000000002 37.500000000000007 0.49418604651162795 0.40238095238095245 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 34.500000000000007 0.76253132832080206 0.41277890466531447 42.500000000000007 5.5000000000000009 0.30860805860805868 5.5000000000000009 0.41277890466531447 0.26138716356107666 3616.7164640063575 0.04819976771196284 0.05634920634920635 0.21525096525096529 2.5000000000000004 880.4064522592422 7.5000000000000009 2392.1183921884472 20.500000000000004 0.97014260249554385 3.5000000000000004 6.5000000000000009 2263.042265477196 19.500000000000004 2.5000000000000004 0.53452380952380962 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 7 10 -7 8 -5 -10 -6 -3 13 39 15 16 22 25 -19 20 -20 -21 -14 38 -15 26 27 31 -29 -30 -28 32 34 -34 36 -36 -18 -37 -24 44 43 -42 -43 -41 45 47 -47 48 49 -4
right_child=2 3 12 4 5 6 -8 -9 9 -11 -12 -13 14 24 -16 -17 17 18 19 21 -22 -23 23 -25 -26 -27 30 28 29 -31 -32 -33 33 -35 35 37 -38 -39 -40 40 41 42 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-1.3593515692551353e-05 -0.00023791181569781847 6.8484167570998237e-06 0.0019109994987957181 6.5928851153701227e-05 -0.00024317721786946638 0.00084587122692028063 -0.0011250862514134497 0.00093887937070742829 0.0016748238734102677 0.00017165564647505315 -4.4379873564546331e-06 -0.00098344079229892019 0.00011020367727569187 -0.00025523651401045957 -0.00015163335781913262 0.0014903001190583794 8.2119934413640299e-05 0.0011274234657363174 -0.00019395609825164424 -0.00021664031146033464 -0.0020052259856903998 0.0010724254722833703 0.00058356644429015717 0.00027802030971016254 0.00091705937307172761 -0.00039785318617505258 -0.00055450398439937834 -0.0009998709251660676 0.00034684668304786707 0.0033193698877585125 0.00077573961974046046 0.00010948123542779331 -6.29911474142749e-05 -0.0015208610704827027 -0.0012378207599634634 -0.00034367656730864842 -0.0013632804109615141 0.00062932285353667794 0.0021751348265899801 0.00010576291595814202 -0.00066787387201988483 2.6471061090626794e-05 -0.00037201202671376425 0.00042407538759688394 0.00024185372521890984 -0.00038855779486585785 -3.8614106317190396e-05 4.5270539106753961e-05 -7.5655122511924538e-07 -5.6336768853419384e-05
leaf_weight=46791 768 25076 24 30567 1059 160 20 71 35 44 2367 42 3937 1025 835 31 80 87 87 46 27 79 26 319 30 375 42 21 36 20 154 274 76 87 51 64 70 160 37 1909 129 12333 307 598 692 1127 25563 21115 68660 32098
leaf_count=46791 768 25076 24 30567 1059 160 20 71 35 44 2367 42 3937 1025 835 31 80 87 87 46 27 79 26 319 30 375 42 21 36 20 154 274 76 87 51 64 70 160 37 1909 129 12333 307 598 692 1127 25563 21115 68660 32098
internal_value=0 1.40001e-05 -8.5771e-06 3.57214e-05 5.80627e-05 -4.30371e-05 0.000626876 6.99313e-05 6.79181e-05 0.000837616 -7.82339e-05 5.19255e-06 -7.55683e-06 -1.06795e-05 6.60995e-05 9.54896e-05 8.84645e-05 -4.01491e-05 0.000312352 1.56522e-05 -0.000622941 0.000598049 0.000143138 0.000482569 -0.000221901 -0.000116252 -2.3212e-05 -0.00013048 0.000751644 0.00140846 0.000490687 -0.000209277 -0.000357814 -0.000841118 -0.000172453 5.66091e-05 -0.0005924 0.000351323 0.0015183 -9.32529e-06 3.8073e-05 9.87581e-06 1.67927e-05 0.000181691 -1.41756e-05 -1.5368e-05 -5.33907e-05 -7.04276e-06 -1.8003e-05 -5.48669e-05
internal_weight=0 106232 173399 59441 34323 3606 180 30717 30646 79 3426 25118 172631 165610 7021 6186 6155 1836 326 239 114 125 4319 382 1055 1510 1135 939 77 56 196 862 588 163 425 275 150 224 63 164555 15276 12769 12640 2507 149279 148587 26690 121897 100782 32122
internal_count=279631 106232 173399 59441 34323 3606 180 30717 30646 79 3426 25118 172631 165610 7021 6186 6155 1836 326 239 114 125 4319 382 1055 1510 1135 939 77 56 196 862 588 163 425 275 150 224 63 164555 15276 12769 12640 2507 149279 148587 26690 121897 100782 32122
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=51
num_cat=0
split_feature=4 7 2 9 10 9 1 10 13 10 6 10 12 2 0 4 0 6 7 10 0 2 10 3 3 10 6 0 4 10 5 14 0 8 14 4 1 3 3 0 3 10 3 3 1 6 0 1 7 10
split_gain=0.0131237 0.0127948 0.0486746 0.0387957 0.049088 0.0354018 0.0445252 0.0573598 0.0324464 0.0309275 0.0309088 0.0298205 0.0296625 0.0295479 0.0310379 0.0292667 0.0282136 0.0282628 0.0271712 0.0265909 0.0525523 0.0258346 0.0385282 0.0357486 0.0271295 0.0369373 0.0261372 0.0537138 0.0254935 0.0254819 0.0320277 0.0254509 0.0253886 0.0247606 0.0275155 0.0239155 0.0295343 0.0247927 0.0236449 0.0248103 0.0229652 0.0232849 0.0229481 0.0221875 0.0281937 0.0277717 0.0346282 0.0249263 0.0227448 0.0218827
threshold=16.500000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.49418604651162795 1.5000000000000002 1600.8480717715354 0.79772727272727284 0.47913043478260875 0.79772727272727284 4.5000000000000009 0.56711711711711721 3.5000000000000004 3.5000000000000004 1020.4796647730221 3.5000000000000004 1159.2799263297591 2.5000000000000004 2.5000000000000004 0.072299651567944254 567.96562146599206 2.5000000000000004 0.77032967032967048 18.500000000000004 13.500000000000002 0.94804318488529027 1.0000000180025095e-35 557.89382435932782 12.500000000000002 0.82807881773399028 3.5000000000000004 0.36939571150097467 809.90619584897706 1.5000000000000002 0.18634259259259262 5.5000000000000009 2790.319728588885 22.500000000000004 24.500000000000004 1046.9030864338465 9.5000000000000018 0.72821969696969713 33.500000000000007 20.500000000000004 2438.1594628963853 1.0000000180025095e-35 740.34127176625213 1200.5930205483244 1.5000000000000002 0.57979626485568769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 13 -6 9 8 -8 40 28 19 21 18 -15 -14 17 -4 43 20 -5 23 26 -1 -24 38 -23 -28 29 33 35 -32 -33 34 -9 -31 37 -37 -26 -40 -7 -42 -13 47 45 46 -45 -3 -47 -44
right_child=-2 3 16 11 5 6 7 10 -10 -11 -12 42 15 14 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 -27 27 -29 -30 30 31 32 -34 -35 -36 36 -38 -39 39 -41 41 -43 49 44 -46 48 -48 -49 -50 -51
leaf_value=1.7070089872995704e-05 0.00098227179362712544 3.500587562609797e-05 -0.00017067935162850699 0.00018427667201149149 -2.6022704039301141e-05 -6.9254164862500413e-06 -0.00011248556159343211 0.00099008430484032075 9.4496219390080983e-05 -4.4325952646961047e-06 -0.00046276026228835292 -0.00012965765259084498 -1.366031953114384e-05 0.00066772079894458422 -0.00042598281395568073 0.00011874491297020397 -0.0018355533810487639 9.8296030080169891e-05 -0.00017581589058326941 7.9340183324914368e-05 -6.8210819690750198e-05 -6.6413242428004594e-05 -0.00033449670219832454 0.00021019501690067649 -1.7289341606597515e-05 -0.0004399498161285485 0.00015287713149971457 -5.4284540183269112e-05 0.0015510527686274146 -0.00015945617596811713 0.00011354610377881185 0.00012491430636847402 0.00078501700652259783 6.6149487436424319e-05 0.00031992961776525957 0.00015349766537419159 -0.00041399120812730413 0.00089705130496895444 0.0017730577040071553 -0.00020924093162951374 0.0001886944528240046 0.00046588526289939212 -0.001067439616720852 0.0022567893968274198 -3.7490625823582757e-05 0.00032268029271740077 0.00046937180691592015 -0.00010053655229860198 -0.00012201382463205746 0.00052116666739233811
leaf_weight=69316 34 4074 4978 2645 53638 1190 9012 222 2397 2895 218 3639 6160 255 87 12942 24 1215 5861 23120 9332 10206 1572 2482 2315 567 5807 6785 32 1510 1224 249 351 489 494 903 203 128 38 27 4452 913 24 30 3660 599 280 20260 553 224
leaf_count=69316 34 4074 4978 2645 53638 1190 9012 222 2397 2895 218 3639 6160 255 87 12942 24 1215 5861 23120 9332 10206 1572 2482 2315 567 5807 6785 32 1510 1224 249 351 489 494 903 203 128 38 27 4452 913 24 30 3660 599 280 20260 553 224
internal_value=0 -1.19448e-07 1.18244e-05 -9.69793e-06 -2.41806e-05 -2.55205e-06 4.42793e-05 -3.09961e-06 -6.89992e-05 0.000131677 0.00012173 3.34628e-05 1.89958e-05 -7.30189e-05 0.000389498 7.6047e-05 -0.00012454 -0.000117909 -7.74978e-05 4.80159e-05 -1.24515e-05 8.0006e-06 -3.33842e-05 2.37463e-05 -0.000166758 -7.72819e-05 -6.94695e-06 4.12513e-05 0.00014368 0.000135879 8.19258e-05 0.000244312 0.000511074 0.000340408 0.000527715 -2.60161e-05 0.00013727 0.000245811 9.11843e-06 0.000949641 0.000191789 0.000235866 -9.79422e-05 -5.7935e-05 3.66505e-05 0.000222257 0.000642348 -7.7844e-05 0.000109212 0.000367431
internal_weight=0 279597 124434 155163 116179 80520 26882 17432 11409 9450 6023 38984 118217 35659 342 19102 6217 6193 35317 35097 11977 99115 27317 71798 4519 2947 22798 12592 5805 5773 4568 1824 600 1205 716 2744 1234 1031 2380 65 6555 5365 3887 29456 5122 1462 310 24334 1152 248
internal_count=279631 279597 124434 155163 116179 80520 26882 17432 11409 9450 6023 38984 118217 35659 342 19102 6217 6193 35317 35097 11977 99115 27317 71798 4519 2947 22798 12592 5805 5773 4568 1824 600 1205 716 2744 1234 1031 2380 65 6555 5365 3887 29456 5122 1462 310 24334 1152 248
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=51
num_cat=0
split_feature=0 8 5 5 8 7 9 10 11 7 1 4 14 13 9 12 0 6 10 1 14 14 10 13 13 9 10 6 6 10 4 0 6 5 7 7 4 9 13 14 10 0 13 3 10 14 9 13 14 12
split_gain=0.0127284 0.0132249 0.0224309 0.015189 0.0203689 0.0185401 0.0162217 0.0209062 0.019523 0.0188262 0.0218302 0.0343494 0.0247035 0.0303975 0.0216816 0.027647 0.0223905 0.0396168 0.0194825 0.0187662 0.0409152 0.0345303 0.0332594 0.0245282 0.0254854 0.0239387 0.0205522 0.0199752 0.0197462 0.0207883 0.0315687 0.0436486 0.0179231 0.0234981 0.0211869 0.0184718 0.0184519 0.0177925 0.0177001 0.0244246 0.0169303 0.0163278 0.0160509 0.0157861 0.0157639 0.0192822 0.0155548 0.0307941 0.0325951 0.0154498
threshold=355.87763915758541 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 16.500000000000004 2.5000000000000004 0.76568627450980398 0.13714733542319751 2.5000000000000004 3007.5741317529969 9.5000000000000018 0.053342816500711245 0.26393188854489169 3.5000000000000004 9.5000000000000018 1070.0586822807675 1.5000000000000002 0.18274582560296851 3616.7164640063575 0.029857397504456332 0.34891304347826091 0.5913729128014843 0.42705167173252284 0.5064102564102565 4.5000000000000009 0.47673160173160178 5.5000000000000009 3.5000000000000004 0.20881782945736438 8.5000000000000018 947.46592333298213 1.0000000180025095e-35 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 0.14142857142857146 0.10435571687840291 0.16843971631205676 1033.4556649327824 0.27386363636363642 26.500000000000004 0.39339826839826847 0.17445652173913045 3.5000000000000004 0.12060606060606062 0.14119601328903655 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 32 8 9 10 -8 14 13 -13 15 -12 43 -18 -14 27 26 22 23 25 -25 28 37 -11 29 30 31 -22 33 -6 -35 36 -34 -21 -20 -40 -30 -32 -29 -16 45 -41 47 48 -31 -9
right_child=1 3 -4 4 5 -7 7 49 -10 19 11 12 18 -15 16 -17 17 -19 38 20 21 -23 -24 24 -26 -27 -28 42 40 46 41 -33 35 34 -36 -37 -38 -39 39 44 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00017044953271048231 -1.1447172907854202e-05 -3.755731789528836e-05 3.5021797944583518e-05 2.3547812249332433e-05 -4.192848794605286e-06 -0.0013507287653807837 3.7027214343262672e-05 -0.00024987706543117607 -0.00088717448447353281 0.00016416976949024662 -0.00034217804198209163 -0.0012670195549381552 -4.2885235388855184e-05 0.0010148618643870577 -0.00064351122565750748 0.00063419192171606587 0.0023123546794522553 -5.4200338005709152e-05 0.00086308140951166657 0.0026729473014078711 -0.00039845737628638748 0.00045137217769082881 0.00078404443381630158 0.0016400331947952511 -0.00043803400395619162 0.00031476408710163508 -0.00022576724193640988 0.00031139750434603129 -0.0020817458068585382 -0.0032558977202480212 -0.00027522730937926099 0.002533684945559468 -1.9120740971849897e-05 0.00019081931742925723 0.0011424392730640691 -7.3908974695235762e-05 0.00019204289010275866 0.00068401839261324237 0.0011446902191285821 -0.00089564233600288978 -0.00083199026360034631 -0.0019097989319231024 0.0017069946668159806 -4.0725287612284838e-06 -0.00076188259098984665 0.00088619500462783088 -0.00027083871973445641 -0.00012773471826221794 -0.00084177563915512088 -0.0015084830710503203
leaf_weight=1091 46284 34435 59167 53978 23626 26 13842 392 58 3043 1576 54 233 20 108 76 28 48 199 23 30 156 54 25 36 55 20 45 47 29 50 22 11687 817 63 25687 1135 22 48 22 64 22 38 908 61 49 48 31 27 26
leaf_count=1091 46284 34435 59167 53978 23626 26 13842 392 58 3043 1576 54 233 20 108 76 28 48 199 23 30 156 54 25 36 55 20 45 47 29 50 22 11687 817 63 25687 1135 22 48 22 64 22 38 908 61 49 48 31 27 26
internal_value=0 6.67626e-07 1.46259e-05 -7.83616e-06 -4.54852e-07 -1.57557e-05 -1.53457e-05 2.20093e-05 2.89081e-05 3.14192e-05 9.04544e-06 -0.000103877 0.000212578 -0.000650295 -0.000182991 -0.00029726 -1.01216e-05 0.000817688 0.000316913 0.000130838 -9.1828e-05 -0.000203868 -0.000393159 -0.00052396 0.000413633 -0.000658532 0.00110786 0.000185044 -0.000803211 -0.000564087 -9.66903e-05 0.000842064 -2.81708e-05 5.25638e-06 0.000258947 -4.94429e-05 -4.28593e-07 0.00170058 0.000538108 0.000178832 -0.00136117 -0.00077468 0.000950346 -7.20444e-05 -0.00017239 0.000334076 -0.0009934 -0.00139205 -0.00209195 -0.000328164
internal_weight=0 278540 105451 173089 138654 84676 84650 21635 21217 21159 17272 3430 686 74 2744 1652 1092 76 612 3887 761 696 540 486 61 425 65 3126 370 259 124 52 63015 24506 880 38509 12822 45 379 180 111 72 83 1016 132 71 135 87 56 418
internal_count=279631 278540 105451 173089 138654 84676 84650 21635 21217 21159 17272 3430 686 74 2744 1652 1092 76 612 3887 761 696 540 486 61 425 65 3126 370 259 124 52 63015 24506 880 38509 12822 45 379 180 111 72 83 1016 132 71 135 87 56 418
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=51
num_cat=0
split_feature=5 14 4 12 14 1 0 0 10 1 14 1 14 1 4 5 12 4 12 4 7 4 10 0 6 12 2 3 4 8 6 2 12 0 6 14 12 9 13 13 8 1 1 8 0 13 12 1 3 3
split_gain=0.0125705 0.0129237 0.0161764 0.0244767 0.0279753 0.0192455 0.0184638 0.0180008 0.0713385 0.0181633 0.0155837 0.0202715 0.0155733 0.0165468 0.0171043 0.0148532 0.0147041 0.028846 0.0250771 0.0224061 0.0218969 0.0215953 0.0361357 0.0318124 0.0242148 0.0236021 0.0304398 0.024434 0.0582647 0.0306512 0.0378271 0.0235499 0.0222174 0.0201515 0.0229855 0.0290675 0.0205438 0.0220741 0.0244277 0.0289596 0.0198433 0.0192477 0.0187832 0.0207015 0.0186035 0.0183784 0.0199709 0.0179537 0.0378282 0.0279932
threshold=18.500000000000004 0.077677224736048281 4.5000000000000009 4.5000000000000009 0.26201372997711675 1234.5373967394241 1433.692583700579 1364.7041533538422 0.9298029556650248 919.5133051339742 0.12060606060606062 1413.8554805408253 0.15075757575757578 2648.2431066574563 3.5000000000000004 4.5000000000000009 4.5000000000000009 6.5000000000000009 7.5000000000000009 13.500000000000002 4.5000000000000009 8.5000000000000018 0.97014260249554385 1159.2799263297591 5.5000000000000009 1.5000000000000002 1.5000000000000002 33.500000000000007 6.5000000000000009 5.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 710.35227943193206 2.5000000000000004 0.53410852713178303 6.5000000000000009 3.5000000000000004 0.20881782945736438 0.080540540540540564 4.5000000000000009 3616.7164640063575 2904.5200653263769 5.5000000000000009 1146.5960345662522 0.080540540540540564 10.500000000000002 2377.2264031740556 21.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -4 -6 9 -9 -3 -11 -12 13 15 -15 -13 21 18 20 33 -18 25 24 -24 -23 31 -27 47 32 30 44 -7 -29 -19 35 36 42 38 39 -38 -26 -40 -35 -44 -30 46 -20 49 -49 -28
right_child=-2 2 5 -5 6 16 -8 8 -10 10 11 12 -14 14 -16 -17 17 19 45 -21 -22 22 23 -25 40 26 27 28 29 -31 -32 -33 -34 34 -36 -37 37 -39 41 -41 -42 -43 43 -45 -46 -47 -48 48 -50 -51
leaf_value=-3.4038738096960546e-05 0.00060440906632128503 -0.00015882240600597432 0.00013842614590096894 -9.7864224800088602e-05 -1.6884212862388756e-05 -0.0012042457646825105 0.0012449205061784597 -0.0031141497216941347 0.00080403210595250132 -1.2336193542045244e-05 0.00010712986589020322 8.2894550883289326e-05 -5.7328499803397903e-07 0.00019528182314557896 -0.0011525890377994915 0.00034414935774550008 0.0001814622772519624 -0.0003163186243957525 -0.00029726756380893805 0.00051109529792769026 -0.0004467746955514754 0.00013278126320121232 -0.0023262911443598568 -0.00034525060300523783 -0.00025116679720533152 0.0016285249664049065 -1.8049076247261569e-05 0.00032759605635904144 0.0014397521721548402 -0.0001881534246786032 0.00078508190767811233 4.1421137399910109e-05 -0.0009140648641319289 9.7425510051803957e-05 -0.00020502733414574177 0.0013894610178249423 0.0002689891519947721 0.0007047009651886065 0.00035952915417055922 -0.00028484585040653533 -0.0017847247337922454 0.0017822241200418729 -0.00015474840984927948 0.00090739098318698929 0.0035963384644128386 0.00012920544271078399 -0.0015805276232560362 -0.00025954880761329651 -3.5918014426862337e-05 0.00014176286527900858
leaf_weight=25610 86 1207 3261 7056 104362 38 29 21 26 11275 11990 3364 14505 43 52 649 5968 544 280 201 142 5777 25 107 135 28 33785 61 20 55 148 25066 88 1707 1105 40 580 191 70 398 25 36 1917 47 20 265 34 2246 11964 2982
leaf_count=25610 86 1207 3261 7056 104362 38 29 21 26 11275 11990 3364 14505 43 52 649 5968 544 280 201 142 5777 25 107 135 28 33785 61 20 55 148 25066 88 1707 1105 40 580 191 70 398 25 36 1917 47 20 265 34 2246 11964 2982
internal_value=0 -1.85942e-07 3.2282e-06 -6.88926e-06 -2.53794e-06 1.8969e-05 -1.65337e-05 3.13355e-05 -0.000946645 3.24023e-05 3.79138e-05 5.64273e-05 2.3766e-05 0.000109706 -0.0005425 0.000125146 1.49152e-05 6.32412e-05 0.00013706 -8.98974e-06 0.000166862 6.99942e-06 9.77843e-05 -0.000720448 0.000115976 -2.02745e-07 -1.96123e-05 -2.05106e-05 0.000372733 0.000850064 0.0011538 3.95356e-05 -0.000405734 -2.47451e-05 1.2959e-06 4.70214e-05 3.61646e-05 0.000209075 0.000121746 4.36044e-05 -0.000490785 0.000842709 -2.38899e-05 -0.000129331 0.00251805 -0.000177432 -0.000436219 -2.35346e-05 -7.12646e-05 -5.08747e-06
internal_weight=0 279545 253935 154579 147523 99356 104391 43132 47 43085 41878 30603 18613 4108 95 4013 96095 13525 6689 6836 6110 82570 6069 132 5937 76501 51397 51369 392 243 188 25104 149 6635 6091 4986 4946 1275 1084 978 160 106 3671 1964 40 579 314 50977 14210 36767
internal_count=279631 279545 253935 154579 147523 99356 104391 43132 47 43085 41878 30603 18613 4108 95 4013 96095 13525 6689 6836 6110 82570 6069 132 5937 76501 51397 51369 392 243 188 25104 149 6635 6091 4986 4946 1275 1084 978 160 106 3671 1964 40 579 314 50977 14210 36767
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=51
num_cat=0
split_feature=5 6 13 13 8 5 7 8 8 14 10 12 7 2 0 13 0 5 14 0 14 3 1 13 4 0 10 0 12 9 10 0 0 10 9 6 10 1 3 12 1 7 1 3 1 1 3 14 14 9
split_gain=0.0121822 0.0197334 0.0300761 0.0192024 0.0163182 0.0166802 0.0229828 0.021462 0.0161728 0.0202007 0.0207813 0.0155705 0.0154377 0.0347249 0.0479035 0.0242915 0.0152065 0.0151538 0.0149886 0.0180144 0.014454 0.0324301 0.0181502 0.0233835 0.0209794 0.0210942 0.0178086 0.017493 0.0248397 0.0175632 0.039703 0.0328322 0.020969 0.0279882 0.0167842 0.0295069 0.0278958 0.0211305 0.0165725 0.0161769 0.0180381 0.0161135 0.0159806 0.0159182 0.0450305 0.0383495 0.0370068 0.0277741 0.0188394 0.0170199
threshold=11.500000000000002 3.5000000000000004 0.13100686498855837 0.028991596638655467 6.5000000000000009 6.5000000000000009 11.500000000000002 4.5000000000000009 8.5000000000000018 0.065942028985507259 0.56330128205128216 3.5000000000000004 4.5000000000000009 3.5000000000000004 1046.9030864338465 0.77346041055718484 1289.0088005912796 16.500000000000004 0.53033088235294124 1013.9723183850269 0.077677224736048281 41.500000000000007 3438.6371619929478 0.26393188854489169 7.5000000000000009 767.97453251559966 0.05634920634920635 1433.692583700579 3.5000000000000004 2.5000000000000004 0.61651583710407254 617.77985025136707 575.8858890459876 0.10582306830907055 1.5000000000000002 1.0000000180025095e-35 0.77913279132791347 2536.1172374379967 42.500000000000007 11.500000000000002 3241.4713401430272 3.5000000000000004 2519.2547660210666 11.500000000000002 1401.7843264753144 1446.884972012386 12.500000000000002 0.32200460829493094 0.18065268065268067 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 5 7 -7 12 9 10 -2 16 20 15 -15 -14 -10 18 -4 -20 22 39 24 -24 27 -26 -25 29 -29 30 -1 -32 -31 41 -33 36 37 -36 -23 43 -41 -34 -38 44 47 -45 -47 48 -22 -49
right_child=1 2 17 -5 -6 6 -8 -9 11 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 38 23 26 25 -27 -28 28 -30 32 31 34 33 -35 35 -37 42 -39 -40 40 -42 -43 -44 45 -46 46 -48 49 -50 -51
leaf_value=-0.00017081298508961302 0.0025359060707674159 -0.00022505516130508652 -0.00094826073156499113 0.00081856848406760294 -0.0001786078310648979 5.824413739248171e-05 0.001400287845171988 -0.0001442725758811782 0.00038953812942438856 0.00037292051748639607 0.00069518327996458693 -0.0010232776789714329 -0.00024579820260823713 0.00031395079583038696 -0.0017992674206782665 0.00011148305324882031 -0.0010970286402152852 0.00041162720555716777 0.00085769152839577977 -0.0007570986690459392 -1.6703599337780132e-05 0.0024138004740234466 -0.00036415518550725638 -0.00098820336491123534 0.00045395853921570629 4.6549671429745432e-05 0.00055448182138497935 0.0022379614837700502 0.00013410155178404393 0.00022115386671131473 0.00036954486710946206 -7.3845682772408024e-05 -0.00015053569459516031 8.2559806813523292e-05 0.00018848619216817094 -7.026620480100956e-05 0.00087263899893150676 -0.0011823953115769354 0.00049936404595008258 0.00032086496346164496 -0.0013542246434371918 -0.0011416415733817434 -0.00020374025727505794 7.4638476812393469e-05 -0.00024493931477115831 -0.00011848363168920464 9.0649340806122509e-06 -1.9225495550941556e-05 7.3651181878363163e-05 -0.00011918791101609067
leaf_weight=6252 23 74 131 109 1282 10346 32 2633 123 351 46 33 2406 635 28 593 20 42 31 39 9727 20 776 22 388 1754 125 20 47 1123 553 5467 1740 2640 446 1053 250 30 26 25 45 42 40 22004 2057 5946 130473 48719 14178 4666
leaf_count=6252 23 74 131 109 1282 10346 32 2633 123 351 46 33 2406 635 28 593 20 42 31 39 9727 20 776 22 388 1754 125 20 47 1123 553 5467 1740 2640 446 1053 250 30 26 25 45 42 40 22004 2057 5946 130473 48719 14178 4666
internal_value=0 0.000172311 -8.75642e-05 0.000396557 -6.32074e-07 1.90655e-07 6.23823e-05 -2.22713e-06 0.00035806 0.000526665 0.00130876 -4.42929e-05 -8.12132e-07 -0.000102759 0.000224705 -0.000175152 0.000181627 -0.000452149 -0.00063264 -4.19773e-05 6.20141e-07 4.26273e-06 -3.74386e-05 -0.00025462 -2.82622e-05 0.000120347 0.000323604 -4.44182e-05 0.000762119 -4.71702e-05 -7.68339e-05 -1.88075e-06 2.82115e-05 -2.07877e-05 -3.00716e-05 0.000101491 0.000337602 0.000102086 0.00133173 4.00599e-06 -0.000755978 -0.000173895 0.000724173 4.22973e-06 -1.40505e-05 1.33855e-05 3.50556e-06 -7.90564e-06 3.68856e-05 -2.79625e-05
internal_weight=0 1022 426 183 278609 277327 10378 266949 596 420 69 176 264316 3662 663 2999 143 243 201 70 260654 237886 22768 923 21845 2142 147 19703 67 19636 14091 7839 5545 4422 7286 1819 766 476 46 237840 70 1782 290 237770 79347 158423 136419 77290 23905 53385
internal_count=279631 1022 426 183 278609 277327 10378 266949 596 420 69 176 264316 3662 663 2999 143 243 201 70 260654 237886 22768 923 21845 2142 147 19703 67 19636 14091 7839 5545 4422 7286 1819 766 476 46 237840 70 1782 290 237770 79347 158423 136419 77290 23905 53385
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=51
num_cat=0
split_feature=4 2 1 14 10 11 5 8 1 14 3 1 4 5 10 6 6 0 3 10 1 14 4 3 5 8 12 6 7 0 4 6 2 14 6 10 10 14 14 13 10 0 9 0 13 13 14 10 13 1
split_gain=0.0119662 0.0165064 0.0222234 0.0221987 0.0189622 0.0133563 0.0136051 0.0218764 0.0198316 0.0239454 0.0153754 0.0228152 0.0177192 0.018831 0.0165842 0.0293625 0.0165518 0.0229977 0.0154692 0.0153126 0.0171841 0.0146101 0.0145532 0.03306 0.0143839 0.0178396 0.0153194 0.0184546 0.0149146 0.0219267 0.019869 0.0183947 0.0196585 0.0181329 0.0172077 0.0148145 0.017269 0.0178492 0.0152009 0.0145503 0.0142827 0.0148212 0.0136343 0.0197663 0.0136159 0.0242201 0.0178018 0.019794 0.0165159 0.014378
threshold=1.5000000000000002 3.5000000000000004 1791.9611273778253 0.81365740740740755 0.045983086680761107 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1901.8677697110745 0.053342816500711245 20.500000000000004 2438.1594628963853 7.5000000000000009 8.5000000000000018 0.31643132220795894 1.5000000000000002 1.0000000180025095e-35 781.39118733466205 23.500000000000004 0.95293466223698797 2377.2264031740556 0.18065268065268067 3.5000000000000004 27.500000000000004 3.5000000000000004 2.5000000000000004 9.5000000000000018 2.5000000000000004 2.5000000000000004 895.46853471908219 6.5000000000000009 5.5000000000000009 3.5000000000000004 0.38548951048951058 1.0000000180025095e-35 0.95742753623188415 0.95553359683794481 0.084219858156028379 0.32200460829493094 0.27149877149877155 0.64400921658986188 835.12391301254218 4.5000000000000009 1027.0057469844974 0.12060606060606062 0.10620300751879701 0.065942028985507259 0.032795698924731186 0.15504807692307696 2790.319728588885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 24 9 -8 -10 12 13 21 15 -15 17 -13 -18 20 -14 -12 23 -19 25 28 -26 -28 31 30 34 -2 -33 -31 -30 36 37 40 -37 -35 41 -32 -20 -44 45 -24 48 -48 -46 -50
right_child=5 -3 3 -5 -6 -7 8 -9 10 -11 11 16 19 14 -16 -17 18 22 42 -21 -22 -23 44 -25 26 -27 27 -29 29 33 35 32 -34 39 -36 38 -38 -39 -40 -41 -42 -43 43 -45 46 -47 47 -49 49 -51
leaf_value=-3.1992129429880904e-05 2.7424507312246828e-06 0.00044761125574573611 -0.00087504323524222451 0.00022890474320403097 -0.00025966682716788381 -0.00011278960771412319 0.0017683767380810385 -9.6602334583130293e-05 -0.00010876360157908722 0.0001488564769003803 0.00025408743582429474 -0.00029149201334135457 0.00061710544922103164 0.0016744178412820125 0.00024732872470556157 0.00014767416987524485 -0.00029700538559657386 -0.0010784164366135695 -1.3668350058216237e-05 5.8821806357757717e-05 0.0021121243854426651 -4.9021487180241912e-06 0.00019147900327379076 0.0010966693006921561 3.4583600967916386e-05 -8.6861214380483506e-05 -0.00072577937097512114 0.00073932954647506664 4.416223967595307e-05 -0.00020391438794167512 0.00011574642886032913 9.8265618800770683e-05 0.00071189385198522359 -0.00012143094916542416 -0.00010353420296911088 0.0002585452175825029 -0.0010002324295997182 7.3143680772700271e-05 0.0018545321617275479 0.00022169879410500971 0.0014441416372318527 0.0010987761820545599 0.00022970889884063803 0.0018403562187727187 0.00096154713778403309 -0.00079691587764370666 -0.00067991414278581301 0.00055755866764581243 -0.00098246150535590666 0.00012335358884284328
leaf_weight=9849 184772 164 144 203 958 2505 23 5727 1988 2981 783 256 57 62 434 64 474 58 9318 56 29 1788 541 25 33953 6110 124 26 3420 3221 146 468 181 757 4658 37 34 1471 25 522 37 52 205 21 29 70 34 652 53 66
leaf_count=9849 184772 164 144 203 958 2505 23 5727 1988 2981 783 256 57 62 434 64 474 58 9318 56 29 1788 541 25 33953 6110 124 26 3420 3221 146 468 181 757 4658 37 34 1471 25 522 37 52 205 21 29 70 34 652 53 66
internal_value=0 -5.03606e-05 -5.76824e-05 -0.00025157 -0.000340079 2.12432e-06 3.20728e-06 -2.52262e-08 4.27926e-05 0.000161256 2.19366e-05 3.91726e-05 0.000155977 0.000131201 0.000393939 0.000898929 6.77979e-06 0.000147096 -1.82077e-05 0.000702258 0.00112124 7.39733e-05 0.000220577 -0.00042327 2.27921e-06 -2.70214e-06 3.23562e-05 -0.000471827 -1.2852e-07 -4.91827e-05 -7.51447e-06 3.67579e-06 0.000269401 -0.000140668 -4.10036e-05 0.000142611 0.000115549 0.000137786 0.000902088 1.86111e-05 0.000542419 0.000373916 -4.36126e-06 0.000379371 0.000257559 7.82423e-05 0.000388929 0.000496226 -0.000108407 -0.000369152
internal_weight=0 11318 11154 1305 1102 268313 265808 245741 20067 3004 17063 15075 3273 3131 560 126 11802 1784 10018 142 86 2571 1528 83 240014 205911 34103 150 199801 14380 9880 185421 649 4500 8078 1802 1740 1706 62 1279 235 198 9544 226 1445 611 834 686 148 119
internal_count=279631 11318 11154 1305 1102 268313 265808 245741 20067 3004 17063 15075 3273 3131 560 126 11802 1784 10018 142 86 2571 1528 83 240014 205911 34103 150 199801 14380 9880 185421 649 4500 8078 1802 1740 1706 62 1279 235 198 9544 226 1445 611 834 686 148 119
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=51
num_cat=0
split_feature=2 1 13 7 3 1 12 4 4 14 14 1 0 6 0 5 7 6 4 2 3 10 13 12 3 13 9 10 6 0 7 0 6 1 10 14 0 10 8 0 6 13 11 14 7 3 4 3 13 5
split_gain=0.0118194 0.029953 0.0205526 0.0174071 0.0225481 0.0398071 0.0179858 0.0172405 0.0166075 0.0167467 0.0162274 0.0156061 0.0154249 0.0195322 0.0179827 0.0176414 0.015727 0.0213057 0.0150496 0.017064 0.0266361 0.0148085 0.0280511 0.014654 0.0143569 0.0141986 0.0279106 0.0267134 0.0190093 0.0244318 0.0226663 0.0238679 0.0216351 0.0205679 0.0205226 0.0181446 0.0173678 0.0240987 0.0170224 0.0232529 0.0236271 0.0169841 0.0177535 0.016505 0.0278812 0.0201774 0.0318454 0.0210251 0.0243505 0.0245764
threshold=2.5000000000000004 3049.3733999235665 0.40270270270270275 2.5000000000000004 17.500000000000004 2001.0640350640863 2.5000000000000004 10.500000000000002 2.5000000000000004 0.77951388888888895 0.73431372549019625 2157.1361945500553 800.94442982758699 1.5000000000000002 520.31375749491201 7.5000000000000009 1.5000000000000002 5.5000000000000009 4.5000000000000009 1.5000000000000002 12.500000000000002 0.96225071225071235 0.037749287749287756 1.5000000000000002 30.500000000000004 0.42206477732793529 2.5000000000000004 0.53033088235294124 1.5000000000000002 579.97247047427209 2.5000000000000004 1001.157454449629 4.5000000000000009 1975.0328207986952 0.032795698924731186 0.045983086680761107 1007.5118299007487 0.21132376395534294 1.0000000180025095e-35 916.44505744395212 5.5000000000000009 0.89379699248120315 0.069047619047619066 0.053342816500711245 8.5000000000000018 42.500000000000007 10.500000000000002 31.500000000000004 0.26138716356107666 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 9 21 -5 -7 13 -11 -15 16 17 -16 19 20 -4 -2 -23 -21 -14 43 41 28 34 -30 31 35 -33 -32 -28 -31 38 -38 -35 40 -40 -27 -43 44 45 47 -47 -10 49 -49
right_child=8 -3 18 10 6 11 7 -9 25 12 -12 -13 24 14 15 -17 -18 -19 -20 23 -22 22 -24 -25 -26 26 27 -29 29 30 33 32 -34 36 -36 -37 37 -39 39 -41 -42 42 -44 -45 -46 46 -48 48 -50 -51
leaf_value=-7.2964450538675032e-06 -9.3283839875200523e-05 0.00056914453059160976 0.00026266481090715389 -0.00012066584932189599 0.00013913299410074216 -0.0002239299272722169 1.5203662590683849e-05 0.00087952197625719279 -4.6387050201123418e-05 -6.9272763901386141e-05 9.8207606429884313e-05 -0.00085623034201987708 -0.0012779452791736009 0.00050155440015334858 -7.1207962604239575e-05 0.00080893746793262225 -0.00051745208858309025 0.0014330564596658124 7.0727706401462907e-05 9.1358072979154647e-07 0.0020465530070435745 0.00075887498337992435 -0.0013283302673759562 7.2224544767237741e-05 0.00036975754082959613 -0.00011250014685491982 0.00015074474972985545 -0.00019680992530996569 0.00035593925975175981 0.00065976212463283448 -0.0010945490185501209 -0.00028374194021248638 -0.0018397475669189589 0.0010900906842492032 -5.6079659875370854e-05 -2.2004176632132536e-05 0.00034826216675962012 0.0025269573004069656 0.00021719900722369032 -0.00065810763042110877 0.0015354761026652628 7.5123420820450529e-06 -0.0011226792537906607 1.0842116678901083e-05 -0.0018546545116061516 0.0020783675235829186 -0.00010912708438387731 -0.0002987248687485902 -0.0011337465746395919 0.0013705920498266453
leaf_weight=74115 8748 238 232 5410 4415 1382 10990 58 4876 802 1004 105 39 425 125 59 142 29 16471 40822 23 22 60 8748 20 11334 1653 1199 1002 104 24 74 32 61 4371 1584 30 22 322 67 38 4810 35 72776 22 28 41 533 86 23
leaf_count=74115 8748 238 232 5410 4415 1382 10990 58 4876 802 1004 105 39 425 125 59 142 29 16471 40822 23 22 60 8748 20 11334 1653 1199 1002 104 24 74 32 61 4371 1584 30 22 322 67 38 4810 35 72776 22 28 41 533 86 23
internal_value=0 8.63075e-06 7.81621e-06 -6.79101e-06 -1.18354e-06 -1.24355e-05 5.383e-05 1.97412e-05 -1.22434e-05 -7.22935e-05 -8.6405e-05 -0.000268578 7.43851e-05 0.000103989 0.000282138 1.94557e-05 -0.000137907 0.000212063 2.92941e-05 1.55971e-05 0.000423565 -9.95528e-05 -0.000768348 1.34984e-05 -0.000719402 -6.26332e-06 -3.77084e-05 2.54262e-05 5.38214e-05 0.000149108 6.1218e-05 -2.57013e-05 -0.000753479 0.000337695 6.73453e-07 2.00004e-05 0.000401351 0.00127002 0.000308788 0.000197173 0.00035635 -7.90059e-05 -6.52097e-07 4.47256e-06 -7.81716e-05 -7.11763e-05 0.000778552 -8.18018e-05 -0.000350777 -0.00022967
internal_weight=0 164013 163775 97479 91065 75602 15463 11048 115618 10471 6414 1487 1641 1582 780 355 296 154 66296 49825 255 8830 82 49570 59 105147 26762 10583 9384 3360 2358 1794 106 564 6024 1688 540 52 488 427 360 16179 4845 78385 5609 5587 69 5518 642 556
internal_count=279631 164013 163775 97479 91065 75602 15463 11048 115618 10471 6414 1487 1641 1582 780 355 296 154 66296 49825 255 8830 82 49570 59 105147 26762 10583 9384 3360 2358 1794 106 564 6024 1688 540 52 488 427 360 16179 4845 78385 5609 5587 69 5518 642 556
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=51
num_cat=0
split_feature=13 13 6 4 1 2 9 4 13 7 10 10 5 9 10 0 14 6 0 10 1 13 13 9 2 14 0 3 14 4 6 1 5 14 1 0 13 5 0 0 6 1 10 3 0 4 13 1 0 14
split_gain=0.0115619 0.0172628 0.040317 0.0345496 0.0311458 0.0179231 0.0264195 0.0379086 0.0292218 0.0263477 0.0220189 0.021249 0.0209368 0.0204141 0.0492084 0.0400407 0.0263131 0.0512639 0.0500629 0.0391857 0.0339043 0.0451757 0.0371409 0.0316215 0.031476 0.030362 0.0330225 0.0291344 0.0361416 0.0287561 0.0279553 0.0421994 0.0290146 0.0253668 0.026085 0.0253664 0.0253021 0.0349412 0.0249599 0.0247368 0.0246206 0.0472657 0.0339155 0.0299451 0.0302964 0.0323105 0.0276079 0.0298893 0.0269322 0.0238995
threshold=1.0000000180025095e-35 0.037749287749287756 8.5000000000000018 1.5000000000000002 2571.3753443570063 2.5000000000000004 1.5000000000000002 6.5000000000000009 0.069366479550922219 1.5000000000000002 0.15470085470085473 0.35067567567567576 7.5000000000000009 2.5000000000000004 0.53033088235294124 518.23358436394881 0.17752100840336138 1.5000000000000002 582.00200697471212 0.25265957446808512 3741.8673850150876 0.11583184257602865 0.42705167173252284 3.5000000000000004 3.5000000000000004 0.053342816500711245 972.47622060718538 33.500000000000007 0.080540540540540564 5.5000000000000009 3.5000000000000004 3438.6371619929478 7.5000000000000009 0.23904761904761906 3521.6014656366374 775.87200491785711 0.069366479550922219 8.5000000000000018 1222.5833773881889 1061.8284994139024 1.5000000000000002 1670.9124033635953 0.096006144393241177 23.500000000000004 800.94442982758699 2.5000000000000004 0.30495169082125612 3741.8673850150876 1264.1367493995072 0.084219858156028379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 10 -3 -10 -8 -9 -12 40 16 -16 20 24 -19 23 27 36 25 30 29 26 -23 -15 -29 -18 32 -32 33 35 -35 -20 37 -22 -21 -28 46 42 -42 -43 -45 -46 -7 -48 -49 -27
right_child=1 5 -4 4 -6 13 7 11 9 -11 12 -13 -14 14 15 -17 17 18 19 38 21 22 -24 -25 -26 49 39 28 -30 -31 31 -33 -34 34 -36 -37 -38 -39 -40 -41 41 43 -44 44 45 -47 47 48 -50 -51
leaf_value=-2.7015538291130919e-05 0.0020801256054255647 0.00015173062749563454 -0.001957782158173028 0.0020362799624721942 0.00014146612805366639 2.7821295442182339e-05 -1.0050665548436091e-05 5.8649660930400097e-05 3.6873251829983049e-06 -6.9257807910232575e-05 4.8064052176069596e-05 0.00029531630159086372 0.000475982412929928 9.3773815764994426e-05 -0.00044090749187433113 -7.068413555096992e-05 -4.8435537514508665e-05 0.00029589245058375576 -0.00012653497491872101 0.00018861032504890299 -0.00057956109690010256 -0.00062049655721888746 0.00033936079403353031 0.00014552072666343063 -0.00015339143619339389 0.00025516421712168001 -0.0036664852076986189 -0.00010878553923737229 0.0014178688367120114 0.00012757225485999065 -0.00028305416499577001 -0.0014242009086046893 0.00068822055236679208 -6.5538237928705772e-05 0.0011193950945501761 -0.00092277934928168158 0.00071078445335063286 0.001683334491099231 0.0019641680613858626 -0.0013166771675016554 -0.00025228210214383863 -0.00018118304775811462 0.00019714551470082295 0.00043450880497788308 -0.00061363678796624301 -4.0627786998070874e-05 -6.2179743678321739e-05 0.0021528119823477905 -8.6598265916109092e-05 -0.00084940798213938246
leaf_weight=34691 24 2835 22 22 1526 20715 23634 1711 58125 15729 38187 2128 288 13530 878 4342 9536 2395 230 1913 116 42 86 1179 5045 68 24 67 92 3067 519 96 117 1434 48 177 140 20 20 21 520 8209 2178 321 256 6307 16772 29 25 175
leaf_count=34691 24 2835 22 22 1526 20715 23634 1711 58125 15729 38187 2128 288 13530 878 4342 9536 2395 230 1913 116 42 86 1179 5045 68 24 67 92 3067 519 96 117 1434 48 177 140 20 20 21 520 8209 2178 321 256 6307 16772 29 25 175
internal_value=0 3.82623e-06 0.000167834 0.000197582 0.000168395 2.75192e-06 1.41539e-05 3.7359e-05 -5.80101e-06 -1.18481e-05 2.79342e-05 0.000189837 5.12672e-05 -1.33971e-05 1.14612e-05 -0.000132955 3.02339e-05 2.2052e-09 0.000103904 2.36999e-05 8.44201e-05 -0.000257037 -0.000586098 -6.95325e-05 -4.78511e-05 -0.000827279 -0.00162881 0.000101681 0.000774562 -5.6032e-06 -0.00016627 -0.000461184 -7.58545e-05 -0.000123179 -2.71598e-05 -0.000472813 0.00023894 -0.000246782 0.000206981 -0.00256991 -3.3783e-05 -8.22319e-05 0.000110525 -0.000116689 -3.97811e-05 -6.29789e-05 -1.08227e-05 -5.83984e-05 0.00111605 -0.00054031
internal_weight=0 244940 1594 1572 1548 243346 142637 65948 76689 73854 62109 3839 38475 100709 45377 5220 40157 25776 8128 5733 14381 692 416 3800 17648 330 87 13689 159 12603 2621 615 2006 1889 1482 407 276 136 1933 45 55332 17791 2698 15093 6884 6563 37541 16826 54 243
internal_count=279631 244940 1594 1572 1548 243346 142637 65948 76689 73854 62109 3839 38475 100709 45377 5220 40157 25776 8128 5733 14381 692 416 3800 17648 330 87 13689 159 12603 2621 615 2006 1889 1482 407 276 136 1933 45 55332 17791 2698 15093 6884 6563 37541 16826 54 243
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=51
num_cat=0
split_feature=4 14 0 0 7 0 1 0 3 2 10 13 14 10 13 13 8 5 7 3 2 6 10 3 5 10 6 10 0 1 0 1 9 3 12 7 14 14 1 4 14 4 10 1 3 5 4 0 5 10
split_gain=0.0116856 0.0185599 0.0149072 0.0305315 0.0130936 0.0202813 0.0141226 0.0130577 0.0326427 0.01625 0.014048 0.0168148 0.0137606 0.0145926 0.0124145 0.0122754 0.0122447 0.0298803 0.0165575 0.0153472 0.0181977 0.0278262 0.0236987 0.0203951 0.0194249 0.0170472 0.0161049 0.0156784 0.0350134 0.015876 0.0162222 0.0150996 0.0179509 0.0159956 0.0148323 0.0139529 0.0187954 0.0175013 0.0152513 0.016515 0.0139194 0.0200371 0.0190047 0.0148908 0.0209671 0.0228019 0.0181747 0.0154833 0.016191 0.0140647
threshold=12.500000000000002 0.46770833333333339 920.13071123443217 989.51400485044212 3.5000000000000004 1264.1367493995072 4197.4883033117148 1187.5997340955021 39.500000000000007 3.5000000000000004 0.96490147783251246 0.28062500000000007 0.16064516129032261 0.96824596774193561 0.084219858156028379 0.084219858156028379 1.5000000000000002 1.5000000000000002 16.500000000000004 10.500000000000002 3.5000000000000004 7.5000000000000009 0.52440476190476204 37.500000000000007 9.5000000000000018 0.71240601503759404 1.5000000000000002 0.084523809523809543 883.9724472351171 3297.5540643465279 644.30411897466877 3049.3733999235665 3.5000000000000004 27.500000000000004 3.5000000000000004 1.5000000000000002 0.11583184257602865 0.12060606060606062 1806.8431918941753 4.5000000000000009 0.78679653679653694 2.5000000000000004 0.95916666666666683 2438.1594628963853 25.500000000000004 2.5000000000000004 4.5000000000000009 1203.0768547389173 4.5000000000000009 0.81934731934731941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 -4 7 6 -6 8 10 12 11 14 13 15 -5 -9 17 31 40 25 24 22 26 -24 -21 -19 -22 28 29 30 -28 -1 33 -33 -31 37 -37 -26 -38 -40 41 42 -18 46 45 -45 -42 -48 -49 -46
right_child=1 -3 3 4 5 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 18 19 -20 20 21 -23 23 -25 35 -27 27 -29 -30 34 -32 32 -34 -35 -36 36 38 -39 39 -41 43 -43 -44 44 49 -47 47 48 -50 -51
leaf_value=-8.3593228075102797e-06 -0.0006245561252834033 -0.0012632603102247231 0.0014340173764238982 0.00034343598894529827 5.4278144671116027e-05 0.00033451058939322573 -0.0014949858347934328 0.001815338318063427 0.0017776045472904418 -0.00067377738074733402 0.0013850290013183639 0.0010894947370356282 -0.0001988078655369125 -1.1216911483196575e-05 -0.00087780998938876082 0.00055831095904487977 -8.2819732923249578e-05 6.7923360036833009e-05 -0.0012780189782810899 4.5134557383661848e-05 -8.2826225294805174e-05 0.0010901307746853154 -0.0003159295074388249 0.0012243459403345532 -1.5594147234445525e-05 -7.0954568029065826e-05 0.00018134001201774069 0.00017959122317200154 -0.0010769614527277925 -0.00026707253366891693 -0.00031829169940920113 -0.00065097489488144566 0.00010697779247928441 -0.00013859741644600866 0.001146612203314858 0.0013706499262927819 0.00097564484749455014 0.0017453742339438218 -0.0013824448582806415 0.00043357244049686762 8.5853820644411163e-06 -1.4568850648678729e-05 -0.00061017800230049829 0.00088773669452745126 -0.000135482919010031 -0.00047146527508065402 0.00015232142977318619 -0.0017946201281683035 0.00019318742968607694 0.00030408071241702742
leaf_weight=113757 46 21 55 38 24 73 38 31 48 53 23 28 86 57 46 52 9408 3223 26 62884 3273 54 930 22 21 7028 330 1581 81 28 320 274 297 343 55 26 20 43 31 21 9403 60406 174 33 483 475 3529 21 20 292
leaf_count=113757 46 21 55 38 24 73 38 31 48 53 23 28 86 57 46 52 9408 3223 26 62884 3273 54 930 22 21 7028 330 1581 81 28 320 274 297 343 55 26 20 43 31 21 9403 60406 174 33 483 475 3529 21 20 292
internal_value=0 0.000201313 0.000245376 0.000306751 0.000202899 -0.000230278 -0.000895271 0.000329477 0.000657693 0.000114196 0.000259502 2.83675e-05 0.000298986 0.000604774 -0.000325342 0.0010278 -5.18959e-07 6.37437e-06 -1.64408e-05 2.98331e-05 3.8232e-05 -4.02798e-05 -4.95007e-05 -0.000280335 4.65432e-05 -2.72902e-05 -1.07297e-05 8.77972e-05 -9.04906e-05 1.85191e-05 -6.46325e-05 -9.98566e-06 -0.0002124 -0.000366136 0.000669707 0.00059335 0.000218357 0.00116756 -0.000197748 -0.000649053 -1.60514e-05 -2.52241e-05 -9.23961e-05 2.89808e-05 -0.000133513 -0.000383171 4.50511e-05 0.000141098 -0.000824958 3.01333e-05
internal_weight=0 719 698 652 597 135 62 462 183 279 135 112 226 140 84 83 278912 194642 84270 79971 69720 6674 6620 952 63046 10251 5668 2395 814 733 650 114671 914 617 83 162 98 64 72 52 84244 69988 9582 14256 1283 508 12973 3570 41 775
internal_count=279631 719 698 652 597 135 62 462 183 279 135 112 226 140 84 83 278912 194642 84270 79971 69720 6674 6620 952 63046 10251 5668 2395 814 733 650 114671 914 617 83 162 98 64 72 52 84244 69988 9582 14256 1283 508 12973 3570 41 775
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=51
num_cat=0
split_feature=4 8 5 3 0 2 6 3 5 4 0 10 9 0 4 5 8 9 10 1 10 10 6 10 14 1 13 0 4 13 13 7 12 9 2 4 0 9 6 5 1 14 1 2 0 10 6 5 10 13
split_gain=0.0118975 0.0115209 0.0197504 0.0144085 0.0149309 0.0148828 0.0279796 0.0248522 0.0185865 0.0145402 0.0169829 0.0140474 0.0191282 0.0143367 0.0137919 0.0141348 0.021067 0.0165347 0.0171544 0.0204227 0.0158555 0.0158359 0.0210587 0.0168122 0.0219766 0.0159366 0.0192889 0.0237602 0.0250084 0.018935 0.0155211 0.0174037 0.0248932 0.0185066 0.0150504 0.0149517 0.0222996 0.0142709 0.0224228 0.0179868 0.0252076 0.020892 0.0364619 0.0164209 0.015455 0.0199924 0.028356 0.0470083 0.0157808 0.0157726
threshold=16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1222.5833773881889 3.5000000000000004 4.5000000000000009 36.500000000000007 4.5000000000000009 11.500000000000002 1173.0767376433671 0.59761904761904772 2.5000000000000004 473.58088045802202 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.68496240601503777 3183.3810684193081 0.04819976771196284 0.077935222672064791 8.5000000000000018 0.042572463768115944 0.04210992907801419 3007.5741317529969 0.18301435406698566 961.9848145785071 6.5000000000000009 0.65450928381962881 0.17445652173913045 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 880.4064522592422 1.5000000000000002 2.5000000000000004 3.5000000000000004 2536.1172374379967 0.58957219251336912 2519.2547660210666 3.5000000000000004 1086.8692189335923 0.8021739130434784 1.5000000000000002 7.5000000000000009 0.92724867724867732 0.04210992907801419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 11 -8 9 -5 -11 12 -7 -14 -3 -16 -17 18 19 20 -18 22 23 25 -25 26 27 -19 -29 30 35 -32 -33 -34 -22 36 -27 -20 39 40 -39 44 -43 -40 48 -46 47 49 -41 -47
right_child=-2 14 3 5 -6 6 7 -9 -10 10 -12 -13 13 -15 15 16 17 21 37 -21 34 -23 -24 24 -26 29 -28 28 -30 -31 31 32 33 -35 -36 -37 -38 38 43 41 -42 42 -44 -45 45 46 -48 -49 -50 -51
leaf_value=-1.1447431217111552e-05 0.00093525950317544968 -0.00021947437081071923 4.7813347069346007e-06 5.4584381676829503e-05 -0.00093873920795019901 0.00095773739108637461 0.0007722864990455492 -0.0010971636406611651 0.00025403071675458584 0.0017272073226714776 0.000165376736043507 -0.00039884943125738961 0.00018206380073254358 -0.00010707579342347361 -2.2986580337638361e-05 2.4803110605248985e-05 2.7244484921410296e-05 0.0002151602618620646 -3.7316828261530352e-05 9.9797315662035241e-05 -6.4330037349300047e-05 7.231456981824192e-05 -0.0016810329561121762 -0.0016388060236177235 -0.00019055049516595286 -4.9429460278978313e-05 -4.088487596289932e-05 0.00056868584263156661 0.0026374333378736906 0.00089505062512073078 0.00045233770965062307 -0.00028400919434013963 -0.0023491194636067925 -0.00077992794672138111 -0.00020565219032119236 6.1707729028279487e-05 -0.0021103859790379091 -1.3229245581178364e-05 -0.00025208702961531911 0.000154287235904443 -0.0011343642408874902 0.0003248965625168529 0.0016995411260791544 0.00062551615520878214 -0.00062872707584756427 0.0013288034690222481 -0.00076533657595670478 0.0024981521787121892 0.0014203177150338888 -0.00019459380550614788
leaf_weight=46790 34 768 25076 29404 42 47 160 20 1239 28 46 305 515 2559 77400 57562 1555 562 13058 1210 3196 7083 20 27 878 35 865 48 21 38 33 101 34 42 4589 328 21 567 658 1594 55 537 53 58 150 21 60 25 25 89
leaf_count=46790 34 768 25076 29404 42 47 160 20 1239 28 46 305 515 2559 77400 57562 1555 562 13058 1210 3196 7083 20 27 878 35 865 48 21 38 33 101 34 42 4589 328 21 567 658 1594 55 537 53 58 150 21 60 25 25 89
internal_value=0 -1.13731e-07 1.28522e-05 3.198e-05 3.20367e-06 5.30389e-05 -4.30552e-05 0.00056457 6.43198e-05 5.6346e-05 0.00075634 -7.49794e-05 -4.33292e-05 -5.8635e-05 -8.05867e-06 -7.11794e-06 5.78393e-06 -2.33048e-05 -4.3425e-05 -9.34803e-05 -0.000118519 3.12835e-05 -6.39093e-05 -5.32457e-05 -0.000233758 2.35229e-05 0.000112458 0.000322667 0.0011983 -0.000186995 -0.000256217 -0.000601832 -0.000798373 -0.00148193 -0.000147635 -6.72083e-05 -0.000822288 -1.22696e-05 7.1766e-05 0.000128749 -0.000112365 0.00018747 0.000448382 -0.000180996 0.00010909 -0.000194752 0.000139075 0.000541036 0.000173837 9.62366e-05
internal_weight=0 279597 106231 59441 25118 34323 3606 180 30717 29478 74 3426 3121 3074 173366 172598 95198 37636 27500 10550 9340 10136 3053 3033 905 2128 1496 631 69 632 594 210 177 76 7785 384 56 16950 3892 3176 622 2554 590 716 1964 345 195 135 1619 110
internal_count=279631 279597 106231 59441 25118 34323 3606 180 30717 29478 74 3426 3121 3074 173366 172598 95198 37636 27500 10550 9340 10136 3053 3033 905 2128 1496 631 69 632 594 210 177 76 7785 384 56 16950 3892 3176 622 2554 590 716 1964 345 195 135 1619 110
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=51
num_cat=0
split_feature=7 2 9 10 9 1 10 13 10 12 6 0 4 2 0 6 10 7 10 5 10 0 3 8 5 2 10 3 3 10 6 0 3 0 3 1 6 0 0 9 6 14 10 6 3 3 10 0 9 1
split_gain=0.0113587 0.0438437 0.0317384 0.0421881 0.0300242 0.0391426 0.0499186 0.0293939 0.0280021 0.0265867 0.0262312 0.0257004 0.0247377 0.0243436 0.0278314 0.0236973 0.0229648 0.0229367 0.0227648 0.0273179 0.0223439 0.0457475 0.0217966 0.0217796 0.0264602 0.021184 0.0354502 0.0297747 0.0241459 0.0333859 0.0231236 0.0475155 0.0209084 0.0222143 0.0208698 0.0245606 0.0279815 0.0267323 0.0230592 0.0206938 0.0253907 0.0234612 0.0311569 0.0202795 0.0252097 0.0200249 0.0379015 0.0237431 0.0328331 0.0253555
threshold=1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.49418604651162795 1.5000000000000002 1600.8480717715354 0.79772727272727284 0.47913043478260875 0.79772727272727284 3.5000000000000004 4.5000000000000009 1159.2799263297591 3.5000000000000004 3.5000000000000004 1020.4796647730221 2.5000000000000004 0.56711711711711721 2.5000000000000004 0.84292763157894746 1.5000000000000002 0.072299651567944254 567.96562146599206 33.500000000000007 1.5000000000000002 6.5000000000000009 2.5000000000000004 0.77032967032967048 18.500000000000004 13.500000000000002 0.94804318488529027 1.0000000180025095e-35 557.89382435932782 24.500000000000004 1046.9030864338465 20.500000000000004 2217.1926524768464 1.5000000000000002 737.86994514254707 471.21305960643878 3.5000000000000004 8.5000000000000018 0.045983086680761107 0.059714795008912663 1.5000000000000002 14.500000000000002 13.500000000000002 0.24695121951219515 488.71890150328699 3.5000000000000004 2027.995243810725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 13 -5 8 7 -7 -6 25 18 15 -11 17 -15 -3 20 34 23 -20 21 -4 -18 24 -8 27 30 -1 -28 32 -27 -32 -30 -34 38 36 37 -36 -2 40 41 42 -23 44 -10 46 -22 48 -47 -50
right_child=2 11 16 4 5 6 10 -9 43 12 -12 -13 -14 14 -16 -17 22 -19 19 -21 45 39 -24 -25 -26 26 28 -29 29 -31 31 -33 33 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 47 -48 -49 49 -51
leaf_value=1.5816250556736477e-05 6.9199655541998532e-05 -0.00016013974754553221 0.00017090637359544868 -2.3680842282927087e-05 0.00018020254003770159 -0.00010621128833668143 0.0003951715222073919 9.0789301764479792e-05 -3.3997062790291001e-06 -1.0404260991559899e-05 -0.00042535666102135484 -0.0017511876532807947 0.00011132426022367263 0.00061969588777905239 -0.00038293112112258222 8.6149649861699384e-05 -0.0001162528478761827 -0.00016183318645155182 -0.00017520228702051102 0.00013739396067108256 0.00010634698939530085 0.00046123095615524577 0.00036729156251446942 7.7315863635617666e-05 0.002188412360625253 -6.0398141872770232e-05 -0.00031600602415389299 0.00019206738798044872 -1.6037901993000818e-05 -0.00041814002700559004 0.0001458574246613062 -4.8985322656049298e-05 0.0016723664722552425 -0.00020335965651880814 0.001956416954537697 1.471339212830681e-05 4.5737218557229836e-05 0.00032881237138822979 -8.9521205045541621e-05 6.2621324316285059e-05 -0.0018041487343990329 -0.00012300982401120523 -0.0013776628933846952 -0.00040543015431644675 0.00062982557658307044 0.00058226205882801402 -0.00024349099951265129 7.88873742663323e-05 -0.00042021107678326945 0.00066540591843046351
leaf_weight=69316 2557 4979 2645 53653 6555 9014 1007 2397 2440 6160 218 24 12943 255 95 1215 3639 5861 900 3128 1782 293 249 749 21 10206 1572 2482 2315 567 5807 6785 38 27 52 4901 124 49 21777 2379 22 6613 25 287 168 534 1369 19177 184 76
leaf_count=69316 2557 4979 2645 53653 6555 9014 1007 2397 2440 6160 218 24 12943 255 95 1215 3639 5861 900 3128 1782 293 249 749 21 10206 1572 2482 2315 567 5807 6785 38 27 52 4901 124 49 21777 2379 22 6613 25 287 168 534 1369 19177 184 76
internal_value=0 1.1254e-05 -9.02353e-06 -2.21203e-05 -2.0707e-06 4.10572e-05 -3.36149e-06 -6.48293e-05 0.000123004 1.80607e-05 0.000113094 -0.000118156 7.20714e-05 -6.73879e-05 0.000347554 -0.000111828 3.00139e-05 -7.14996e-05 0.000133314 6.75487e-05 4.27859e-05 -1.26436e-05 -8.52851e-05 0.000282388 0.000431804 7.65091e-06 -2.98243e-05 2.19091e-05 -0.00015776 -7.33471e-05 -4.46508e-06 4.08695e-05 8.79474e-06 0.000893219 -5.35279e-05 3.81637e-05 0.000548964 0.00116679 -7.28429e-05 -6.46678e-05 -0.00010822 -0.000102837 0.000316664 -6.50882e-06 3.73909e-05 7.14979e-05 -4.56455e-05 8.99806e-05 0.000357909 -0.000102877
internal_weight=0 124436 155195 116208 80537 26884 17434 11411 9450 118218 6023 6218 19103 35671 350 6194 38987 35321 5805 4028 35099 11977 3888 1777 1028 99115 27317 71798 4519 2947 22798 12592 2380 65 29460 5126 225 101 24334 9332 6953 6931 318 2895 2608 23122 3151 19971 794 260
internal_count=279631 124436 155195 116208 80537 26884 17434 11411 9450 118218 6023 6218 19103 35671 350 6194 38987 35321 5805 4028 35099 11977 3888 1777 1028 99115 27317 71798 4519 2947 22798 12592 2380 65 29460 5126 225 101 24334 9332 6953 6931 318 2895 2608 23122 3151 19971 794 260
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=51
num_cat=0
split_feature=0 1 8 5 1 9 3 10 5 4 10 2 6 5 6 0 14 1 4 14 10 0 1 1 7 4 10 5 8 9 4 10 1 5 2 0 1 7 1 3 14 13 14 6 0 12 6 10 6 10
split_gain=0.0111874 0.0119896 0.0113117 0.0171511 0.0135166 0.022168 0.0173425 0.0129754 0.023208 0.0181125 0.0178462 0.025552 0.0253441 0.0194586 0.017114 0.0210005 0.0163915 0.0150545 0.0198919 0.014251 0.0212334 0.0140572 0.0277771 0.0140524 0.0137153 0.0136619 0.0130519 0.0124069 0.0195385 0.0145711 0.0185966 0.0160777 0.0188756 0.0209787 0.0182387 0.0223366 0.0170117 0.0147237 0.0236099 0.0145731 0.0217078 0.0211598 0.0149172 0.0141821 0.0187266 0.0268992 0.0141306 0.0138814 0.017844 0.0154661
threshold=355.87763915758541 985.46635494155419 1.0000000180025095e-35 1.0000000180025095e-35 1216.7019995911951 2.5000000000000004 9.5000000000000018 0.81322674418604668 6.5000000000000009 11.500000000000002 0.50490196078431382 3.5000000000000004 5.5000000000000009 4.5000000000000009 1.5000000000000002 1061.8284994139024 0.12632978723404256 2287.1494267431067 2.5000000000000004 0.18634259259259262 0.79772727272727284 450.88278980212209 898.5532874204041 2423.1344677252664 1.5000000000000002 4.5000000000000009 0.73746867167919816 2.5000000000000004 2.5000000000000004 2.5000000000000004 13.500000000000002 0.68496240601503777 3297.5540643465279 10.500000000000002 3.5000000000000004 1159.2799263297591 3438.6371619929478 5.5000000000000009 2196.1721655225479 27.500000000000004 0.53410852713178303 0.043961352657004842 0.81980519480519487 5.5000000000000009 1027.0057469844974 3.5000000000000004 3.5000000000000004 0.077935222672064791 8.5000000000000018 0.042572463768115944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6 10 9 21 12 13 -5 19 15 -15 -10 18 -14 20 23 -9 -23 -12 25 -22 -25 -4 -29 30 31 34 33 -33 37 43 -34 -30 -39 41 -41 -35 -42 44 45 -36 -32 48 49 -31
right_child=2 -3 27 7 6 -7 -8 8 16 -11 11 -13 17 14 -16 -17 -18 -19 -20 -21 24 22 -24 26 -26 -27 -28 28 29 47 46 32 36 39 35 -37 -38 38 -40 40 42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00052074724176092888 4.0720478496291956e-05 -8.3683444030749294e-05 -2.2137672540113618e-05 2.6255285409686474e-05 -0.00036436964934220367 -0.00017200566971696692 -2.6065359204464095e-05 -0.00013797029819624386 0.001386596631879608 0.0012690360264969059 0.00025092542640421769 -0.00023224943112713916 0.00057602471715654244 0.00068675599600905317 -0.00011139158171373516 0.0024339537779312758 0.00029423776311510857 0.00032421596823116661 0.0025527218868955973 8.1456203271091244e-05 0.001209781407001051 0.00170784048580875 5.8799597002497277e-06 -0.00025957929803466657 0.0020180792831069995 -0.00032195496217658125 0.00066485986993130718 2.3060647276048718e-05 -9.4246360993868335e-05 2.2471325940725699e-05 0.00086094638446076338 -1.134328335255316e-05 -0.00064718850842809426 -0.0015156202908838169 0.0013771352820399711 -0.0010199159821495415 -0.00012259287916749294 0.00099314872217787947 -0.00075186247954522184 0.00026878076301089111 0.0024752531974809246 0.00020590246588774363 0.00088814593925091783 -0.0001885457948446856 0.0020712783019989733 -0.00021700462847134492 -0.00043529792348164382 6.6552188358675116e-05 -0.0015494266711175441 -0.00022388858023626677
leaf_weight=190 16480 901 77316 26810 384 1323 28097 1792 45 28 1855 504 35 95 49 21 145 146 20 5689 37 24 21527 252 24 24 45 57883 10163 2135 95 15738 197 20 51 25 717 22 163 151 20 166 57 45 25 55 27 7090 20 908
leaf_count=190 16480 901 77316 26810 384 1323 28097 1792 45 28 1855 504 35 95 49 21 145 146 20 5689 37 24 21527 252 24 24 45 57883 10163 2135 95 15738 197 20 51 25 717 22 163 151 20 166 57 45 25 55 27 7090 20 908
internal_value=0 -0.000159799 6.25909e-07 1.35351e-05 -9.26381e-06 2.49121e-05 -3.06266e-05 3.13699e-05 2.58553e-06 -1.88882e-06 5.04169e-05 0.000113169 3.04489e-05 0.000134686 0.000672101 0.00100306 0.000552954 0.000589805 0.00129482 0.000123498 0.000230416 -3.4133e-06 7.77533e-06 0.000199801 0.00100552 0.000607131 -0.000119513 -7.23878e-06 4.78886e-06 -2.31242e-05 -4.18837e-05 -4.46049e-05 -1.46099e-05 -2.10116e-06 -9.31303e-05 0.000378598 -0.000235662 -0.000102293 -0.000544348 0.000349234 0.000617172 2.07925e-05 0.00130038 0.00057725 0.00084031 0.000549987 0.000574073 2.81249e-05 -6.08237e-05 -5.10399e-05
internal_weight=0 1091 278540 105451 46284 17803 28481 59167 23561 23371 35606 8595 27011 8091 165 116 190 201 55 7926 2237 23343 21551 2152 85 61 297 173089 95773 37890 27737 27615 17066 16152 10549 201 914 10348 185 414 228 186 77 176 131 106 122 10153 3063 3043
internal_count=279631 1091 278540 105451 46284 17803 28481 59167 23561 23371 35606 8595 27011 8091 165 116 190 201 55 7926 2237 23343 21551 2152 85 61 297 173089 95773 37890 27737 27615 17066 16152 10549 201 914 10348 185 414 228 186 77 176 131 106 122 10153 3063 3043
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=51
num_cat=0
split_feature=4 14 4 1 12 14 1 14 14 14 8 10 10 2 5 6 2 3 4 3 1 13 13 14 13 13 0 12 10 1 12 5 9 10 2 10 3 1 6 13 1 10 6 1 6 10 10 4 14 0
split_gain=0.0106458 0.0107621 0.0124962 0.0354014 0.0154937 0.0215222 0.0201763 0.01806 0.0156445 0.0195216 0.0150302 0.0144707 0.0323621 0.0368421 0.0369619 0.0287972 0.0323475 0.0215412 0.0213948 0.0212529 0.0409694 0.0227203 0.0369684 0.0207586 0.0203386 0.0479832 0.0414911 0.0353338 0.0328992 0.0293652 0.0246977 0.023888 0.0201592 0.037927 0.0292132 0.0323384 0.037101 0.0308545 0.0296119 0.0251562 0.0298224 0.0242355 0.0273418 0.028135 0.0233189 0.0225929 0.0302269 0.0282476 0.0218082 0.0221598
threshold=16.500000000000004 0.077677224736048281 5.5000000000000009 1670.9124033635953 5.5000000000000009 0.23166368515205729 3616.7164640063575 0.080540540540540564 0.56330128205128216 0.28062500000000007 11.500000000000002 0.92450142450142458 0.79772727272727284 3.5000000000000004 8.5000000000000018 1.5000000000000002 2.5000000000000004 21.500000000000004 10.500000000000002 31.500000000000004 3438.6371619929478 0.40967365967365971 0.41277890466531447 0.099019607843137278 0.22361111111111112 0.45080645161290328 757.83164246805711 2.5000000000000004 0.95742753623188415 2692.3630167879473 3.5000000000000004 4.5000000000000009 2.5000000000000004 0.57979626485568769 3.5000000000000004 0.10582306830907055 26.500000000000004 2936.4214567341296 2.5000000000000004 0.040408163265306128 3134.7261784906077 0.50490196078431382 2.5000000000000004 3007.5741317529969 2.5000000000000004 0.41042780748663105 0.28759398496240607 7.5000000000000009 0.12632978723404256 851.91169544844706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -6 9 -8 11 12 19 14 17 18 -17 23 -13 20 32 -21 -23 -14 26 -26 -18 31 -29 -30 -31 -28 -5 34 35 39 37 44 48 -34 -41 42 -38 -44 -37 46 47 -46 -36 -50
right_child=-2 2 3 10 7 6 8 -9 -10 -11 -12 15 13 -15 -16 16 24 -19 -20 21 -22 22 -24 -25 25 -27 27 28 29 30 -32 -33 33 -35 38 36 41 -39 -40 40 -42 -43 43 -45 45 -47 -48 -49 49 -51
leaf_value=-3.0989529240762168e-05 0.00088469651116825218 2.6454472552013759e-05 0.00014441828678809343 -3.0314840026189025e-05 0.00074309439342681481 -1.0878130646261184e-05 -0.0015606280711446224 -0.0001097620560244111 -0.0017109726333854208 0.00029920442941866622 -0.0013596265920205043 8.3134819092952905e-06 0.0013391413928757452 -0.00043918509343046684 0.0014821755883627032 -1.4638013003059964e-05 0.0002452980763373489 0.00037171039555309996 0.00048302316241185259 8.4404674784153982e-05 -0.0004022767077638984 0.0023842332913773137 0.00036313256421796917 7.4233398015885623e-05 0.00023564730180350153 -0.00043833532054592621 -0.0016240866926752709 -0.0010325466876309247 0.0008721808024087555 -0.00086506503393344073 -0.00012187825118309363 -0.00058206052638442175 -0.00044333555316742549 -0.00019446830225861641 0.00016914614918554029 0.00021201621466899535 0.00085036429905397412 -0.00047665982744048613 0.00021633235685154773 8.2335322819078967e-05 -0.00075157473672464101 -0.00031389549959846456 0.0012097572988014214 -0.00029224375216434673 -0.00071948802389690996 -0.00087329766978113418 0.00070939299341874417 0.00091729016205521698 -0.00010454902465282297 0.001140596300400729
leaf_weight=25626 34 51712 5451 16590 63 137649 21 4220 29 43 20 8711 33 227 57 2795 200 1118 244 2831 617 24 395 1896 515 542 110 156 56 155 401 110 291 1482 929 4336 451 186 1242 2508 112 73 42 121 131 94 101 33 4812 36
leaf_count=25626 34 51712 5451 16590 63 137649 21 4220 29 43 20 8711 33 227 57 2795 200 1118 244 2831 617 24 395 1896 515 542 110 156 56 155 401 110 291 1482 929 4336 451 186 1242 2508 112 73 42 121 131 94 101 33 4812 36
internal_value=0 -1.07582e-07 3.00845e-06 2.28993e-05 -3.17573e-06 -1.04973e-06 -1.13755e-05 -9.72171e-05 -0.000747587 -0.000311053 1.08079e-05 1.13084e-05 2.63675e-05 0.000175713 0.000220681 -3.25592e-05 -0.000128163 0.000197083 2.12481e-05 1.30793e-05 1.46375e-06 0.000135264 0.0004789 9.58726e-05 -0.000269501 -0.000109952 -0.000411456 -0.000544402 -0.000384366 -0.000219144 -0.000329062 -0.00110307 8.8843e-06 4.71831e-05 7.02911e-05 0.000132749 0.000203353 0.000154931 -5.15841e-06 -2.29819e-06 4.66873e-05 0.000547377 0.000649776 9.47749e-05 0.000179953 -0.000207308 2.89296e-05 -0.000390136 -5.27768e-05 -9.53029e-05
internal_weight=0 279597 253971 60234 193737 189454 137742 4283 93 64 54783 54763 40768 3331 3104 13995 5040 3047 8955 37437 34187 3250 419 1929 2245 1057 1188 988 768 612 556 220 33570 16980 15498 8479 5568 4881 7019 2911 2620 687 614 163 4695 359 265 164 5777 4848
internal_count=279631 279597 253971 60234 193737 189454 137742 4283 93 64 54783 54763 40768 3331 3104 13995 5040 3047 8955 37437 34187 3250 419 1929 2245 1057 1188 988 768 612 556 220 33570 16980 15498 8479 5568 4881 7019 2911 2620 687 614 163 4695 359 265 164 5777 4848
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=51
num_cat=0
split_feature=5 8 14 1 5 6 13 12 14 8 2 14 10 10 5 7 8 5 4 10 7 2 0 13 5 14 8 9 12 0 7 2 1 3 3 4 10 0 6 14 1 3 5 7 12 3 1 4 7 14
split_gain=0.010765 0.0120365 0.0130189 0.0194232 0.0113012 0.0200051 0.0301068 0.0220749 0.0180621 0.0132896 0.0140712 0.0145068 0.0194605 0.0196543 0.0138838 0.0212779 0.0180279 0.013189 0.0130953 0.0179593 0.0130186 0.0297914 0.0413208 0.021516 0.0134483 0.0162277 0.0160188 0.0131172 0.0128575 0.0128278 0.0130513 0.0147862 0.0126042 0.0413813 0.037549 0.0148123 0.02415 0.0172367 0.0269003 0.0172144 0.0151596 0.0405141 0.0166341 0.0187094 0.0156005 0.0148036 0.045324 0.0205335 0.0151396 0.0187081
threshold=18.500000000000004 10.500000000000002 0.77032967032967048 2936.4214567341296 11.500000000000002 3.5000000000000004 0.13100686498855837 3.5000000000000004 0.065942028985507259 6.5000000000000009 3.5000000000000004 0.13423423423423428 0.36899313501144165 0.17752100840336138 6.5000000000000009 11.500000000000002 4.5000000000000009 15.500000000000002 13.500000000000002 0.36474501108647456 4.5000000000000009 3.5000000000000004 1046.9030864338465 0.77346041055718484 4.5000000000000009 0.029857397504456332 3.5000000000000004 2.5000000000000004 6.5000000000000009 835.12391301254218 6.5000000000000009 3.5000000000000004 3438.6371619929478 29.500000000000004 29.500000000000004 10.500000000000002 0.95742753623188415 995.44446815408207 1.5000000000000002 0.23904761904761906 3007.5741317529969 27.500000000000004 2.5000000000000004 1.5000000000000002 7.5000000000000009 23.500000000000004 2669.2593881982461 8.5000000000000018 1.0000000180025095e-35 0.074537037037037054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 8 7 -7 -6 14 -11 12 13 -12 16 18 20 28 -16 -20 24 23 27 -22 26 -26 32 -23 -10 -8 31 -31 33 35 -34 40 -37 -38 39 -39 45 -42 43 -43 -44 46 47 -1 -47 -50
right_child=-2 2 -4 -5 5 6 29 -9 17 10 11 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 30 -32 -33 34 -35 -36 36 37 38 -40 -41 41 42 44 -45 -46 48 -48 -49 49 -51
leaf_value=-2.2124708010989252e-06 0.00055931962574398968 0.0010211763070070779 -0.0015913003275510045 -0.00073218753607631835 0.0011967731254236376 0.0010229788505687165 0.0004868922319568308 -0.00017842052131891251 0.00043440541950665967 -0.00024037761752065663 0.00094925237275232134 -9.1845669098475382e-05 0.0020471583478086229 -0.00099620118475286291 4.7727548272932011e-05 0.0013442773546557874 -0.00013218202993039061 -0.00058744462448885322 -0.00062124128453433514 0.0010515631182095283 -0.00022785989421861245 0.0010777567893418729 -0.0016707797360140831 0.00010839104475124253 -0.00056408562233119881 4.2066752537716766e-05 -0.00013387208460166183 0.00022616692080247442 -0.00086770663649076612 -0.00056446287369972352 0.00028716408459360774 -0.0017393734944718226 -0.00085671947336602404 0.00040592380665606474 -6.2531547861764041e-05 4.2237077154578823e-05 0.0015733117112602564 0.00056225621686657756 -0.00035329960503856586 0.0023226493894721251 -0.00027911683379289903 0.00066663219407207689 2.5204804988300269e-05 5.4676958546607292e-05 -0.00060373625696560006 0.00024074496346756952 -0.0002704594942858776 0.00018195194579287538 -0.00018771618652387812 7.2834032574946878e-05
leaf_weight=220339 86 22 23 56 61 78 29 75 364 1039 37 153 21 20 10257 32 2633 40 21 68 2406 49 28 593 111 20994 2307 586 20 114 31 35 161 625 1969 391 47 41 56 21 1690 212 951 304 110 1099 1571 1524 791 5340
leaf_count=220339 86 22 23 56 61 78 29 75 364 1039 37 153 21 20 10257 32 2633 40 21 68 2406 49 28 593 111 20994 2307 586 20 114 31 35 161 625 1969 391 47 41 56 21 1690 212 951 304 110 1099 1571 1524 791 5340
internal_value=0 -1.72071e-07 -0.000545906 -0.000237649 2.5175e-08 0.000182386 -9.88786e-05 0.000434058 0.000392319 -5.29244e-07 -0.000161902 0.000191066 0.000746008 0.000266637 2.09754e-07 5.69492e-05 -1.99607e-06 0.000276584 5.29675e-05 0.000656856 -6.99212e-07 -9.43181e-05 0.000208993 -0.000161372 6.16066e-07 3.88787e-05 -2.75499e-06 0.00029188 0.000366587 -0.000489019 -0.000646249 -0.000840449 -1.47998e-06 -3.83037e-07 -0.000122562 -1.466e-06 0.000256302 0.00076357 0.000441045 0.00115852 -2.07866e-06 -0.00010903 7.32445e-05 0.0003061 -4.00011e-05 -5.63858e-07 -2.84241e-06 -9.47426e-07 6.98519e-05 3.92188e-05
internal_weight=0 279545 101 78 279444 847 362 153 485 278597 1270 231 78 57 277327 10378 266949 424 10346 89 264316 3662 663 2999 260654 21105 239549 635 384 209 180 149 237242 235112 2130 234487 556 165 118 62 233931 3267 1577 516 1061 230664 223434 221863 7230 6131
internal_count=279631 279545 101 78 279444 847 362 153 485 278597 1270 231 78 57 277327 10378 266949 424 10346 89 264316 3662 663 2999 260654 21105 239549 635 384 209 180 149 237242 235112 2130 234487 556 165 118 62 233931 3267 1577 516 1061 230664 223434 221863 7230 6131
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=51
num_cat=0
split_feature=7 2 9 10 9 1 10 13 10 12 6 0 4 4 14 14 1 13 4 2 0 1 6 4 3 10 10 14 10 3 10 2 10 3 13 6 0 10 5 3 10 8 10 0 9 6 14 10 10 14
split_gain=0.0105438 0.0388948 0.0274321 0.0366572 0.0261052 0.0358038 0.0431894 0.0264076 0.0249492 0.0239423 0.0233818 0.0229779 0.0222981 0.0214234 0.0207039 0.0250845 0.027913 0.0270921 0.0254458 0.0204992 0.0245242 0.02159 0.0204014 0.0202404 0.0199558 0.0205385 0.0199492 0.0321728 0.0196626 0.0191878 0.0192789 0.0189552 0.0322845 0.0266361 0.0220146 0.0208966 0.043223 0.0198833 0.0198054 0.0188998 0.0342733 0.0203122 0.0187416 0.0414761 0.0186454 0.0219893 0.0214136 0.0279294 0.0186305 0.0267161
threshold=1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.49418604651162795 1.5000000000000002 1600.8480717715354 0.79772727272727284 0.47913043478260875 0.79772727272727284 3.5000000000000004 4.5000000000000009 1159.2799263297591 3.5000000000000004 12.500000000000002 0.45080645161290328 0.13100686498855837 3049.3733999235665 0.037749287749287756 6.5000000000000009 3.5000000000000004 1020.4796647730221 1200.5930205483244 2.5000000000000004 2.5000000000000004 9.5000000000000018 0.72821969696969713 0.27149877149877155 0.11834733893557424 0.56711711711711721 33.500000000000007 0.57979626485568769 2.5000000000000004 0.77032967032967048 18.500000000000004 0.23861283643892342 1.0000000180025095e-35 557.89382435932782 0.96490147783251246 7.5000000000000009 36.500000000000007 0.58898944193061853 1.5000000000000002 0.072299651567944254 567.96562146599206 3.5000000000000004 8.5000000000000018 0.045983086680761107 0.059714795008912663 0.95060975609756104 0.28062500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 19 -5 8 7 39 24 31 13 22 -11 14 15 16 18 -18 -8 21 -21 -2 -3 -23 -6 -26 27 -22 42 -30 -31 33 35 -1 -34 38 -37 48 -33 41 -41 -7 43 -4 45 46 47 -45 -36 -50
right_child=2 11 28 4 5 6 10 -9 -10 12 -12 -13 -14 -15 -16 -17 17 -19 -20 20 26 23 -24 -25 25 -27 -28 -29 29 30 -32 32 34 -35 37 36 -38 -39 -40 40 -42 -43 -44 44 -46 -47 -48 -49 49 -51
leaf_value=1.5099791205292573e-05 3.8380391114111762e-05 -0.00014988773110375411 0.00016342288921855307 -2.2331039533732848e-05 -1.4838832248107578e-05 -4.8988378740486746e-05 0.00021021293883639292 8.5879323610692492e-05 -5.8406792433212322e-06 -9.7952574757082924e-06 -0.00040449100859805525 -0.0016551602622106049 0.00010577522909213432 0.0014131100884696936 0.00028862457641358301 -7.445964865712167e-06 0.00071994188519266362 -0.0006000257260090515 0.00077405000448292649 0.00057316582083990846 -0.0010750647329179376 -0.00019108084842882927 7.8633258118491917e-05 -6.650290217022242e-05 0.00016718359535937953 0.00042751491858814727 -0.0013846453281075811 0.0011919067186467788 -0.00010814440565069699 -0.0010015509744941179 0.00048923166651123511 -6.2218392189030119e-05 -2.5753700950706697e-05 0.00018180281782247167 -0.00022464650203652808 0.00013935649211801004 -4.647698842213582e-05 0.00091861814257249033 0.00088067567038316557 0.001148786966916218 -0.00017978788832292397 -0.00020354882567537389 6.5712708246101208e-05 0.00044043624329415657 5.994128877803534e-05 -0.0016804750183258546 -0.00011648752019324219 -0.0013006115388125182 -0.0013351394223833557 -0.00017528173497199673
leaf_weight=69316 4284 4979 2645 53653 1190 5237 689 2397 2895 6160 218 24 12943 32 1333 3263 52 154 282 255 29 3702 1215 27335 4452 913 32 34 3639 24 225 10150 1990 2482 2294 5807 6785 36 56 84 115 3578 23122 293 2379 22 6613 25 95 104
leaf_count=69316 4284 4979 2645 53653 1190 5237 689 2397 2895 6160 218 24 12943 32 1333 3263 52 154 282 255 29 3702 1215 27335 4452 913 32 34 3639 24 225 10150 1990 2482 2294 5807 6785 36 56 84 115 3578 23122 293 2379 22 6613 25 95 104
internal_value=0 1.08428e-05 -8.69382e-06 -2.08698e-05 -2.18053e-06 3.80343e-05 -4.44774e-06 -6.16225e-05 0.000116408 1.72538e-05 0.000103874 -0.000111045 6.85081e-05 0.000122965 0.000115814 6.39315e-05 0.000261811 -0.00026683 0.000373964 -6.30658e-05 0.000317705 -6.68389e-05 -0.000105062 -8.13622e-05 0.000170399 0.000211486 -0.000368007 0.00014838 2.75988e-05 -7.90889e-05 0.000345542 7.37531e-06 -2.80737e-05 2.08626e-05 -0.000150163 -3.87324e-06 3.92231e-05 -0.000248057 -5.70448e-05 -0.000100846 0.000381018 -0.000111724 3.94169e-05 -1.13481e-05 -6.0884e-05 -0.000102225 -9.72153e-05 0.000303561 -0.000264904 -0.000728983
internal_weight=0 124436 155195 116208 80537 26884 17434 11411 9450 118218 6023 6218 19103 5805 5773 4440 1177 206 971 35671 350 35321 6194 31037 6555 5365 95 63 38987 3888 249 99115 27317 71798 4519 22798 12592 2529 10206 9014 199 8815 35099 11977 9332 6953 6931 318 2493 199
internal_count=279631 124436 155195 116208 80537 26884 17434 11411 9450 118218 6023 6218 19103 5805 5773 4440 1177 206 971 35671 350 35321 6194 31037 6555 5365 95 63 38987 3888 249 99115 27317 71798 4519 22798 12592 2529 10206 9014 199 8815 35099 11977 9332 6953 6931 318 2493 199
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=51
num_cat=0
split_feature=13 10 7 13 6 1 4 2 1 9 4 13 7 6 7 10 3 1 1 6 10 5 9 10 0 14 6 14 0 2 4 0 14 6 1 10 3 13 0 1 4 12 10 10 3 10 0 3 10 13
split_gain=0.0103407 0.0154123 0.0199803 0.0150876 0.0354585 0.031165 0.0220215 0.0155327 0.0252074 0.0222107 0.0313032 0.02574 0.0234606 0.0215268 0.0208484 0.0194466 0.0222114 0.0316466 0.021278 0.0309438 0.0174935 0.0181828 0.0152703 0.0385619 0.0259538 0.0222388 0.0417498 0.040289 0.0321717 0.0316331 0.0271782 0.0224714 0.021758 0.0204542 0.0395655 0.030452 0.0262028 0.0251238 0.025086 0.024111 0.0238753 0.023316 0.0213644 0.0268418 0.0270642 0.0212017 0.0198521 0.03469 0.0334126 0.0420511
threshold=1.0000000180025095e-35 0.1126984126984127 2.5000000000000004 0.037749287749287756 8.5000000000000018 2692.3630167879473 1.5000000000000002 2.5000000000000004 3183.3810684193081 1.5000000000000002 6.5000000000000009 0.069366479550922219 5.5000000000000009 4.5000000000000009 1.5000000000000002 0.42705167173252284 21.500000000000004 2364.0969371768856 2486.2186977821766 1.0000000180025095e-35 0.15470085470085473 9.5000000000000018 2.5000000000000004 0.63245614035087727 1203.0768547389173 0.17752100840336138 1.5000000000000002 0.23904761904761906 1222.5833773881889 3.5000000000000004 5.5000000000000009 592.26283036141206 0.69337606837606847 1.5000000000000002 1670.9124033635953 0.096006144393241177 23.500000000000004 0.30495169082125612 798.01459575955221 3741.8673850150876 2.5000000000000004 2.5000000000000004 0.17752100840336138 0.059714795008912663 12.500000000000002 0.95553359683794481 845.0925897907822 20.500000000000004 0.77598566308243744 0.16869918699186995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 8 9 11 20 -5 13 14 -13 -12 17 -17 19 -18 -11 -22 33 25 -25 -24 29 -28 31 30 -27 32 -29 37 35 -35 45 46 -38 42 -40 -41 43 44 -39 -36 47 -9 -48 -50
right_child=3 2 -4 7 -6 6 -8 22 -10 10 15 12 -14 -15 -16 16 18 -19 -20 -21 21 -23 23 24 -26 26 27 28 -30 -31 -32 -33 -34 34 36 -37 38 39 40 41 -42 -43 -44 -45 -46 -47 48 -49 49 -51
leaf_value=-0.00011452732545085626 0.0013652073173606942 -6.4323095445006872e-07 -0.00014522939655607975 0.00014245651192270692 -0.0018364843360276694 0.0017910097516141831 0.00012084923541870097 2.4181635597603362e-05 0.00093581160051414659 -8.380704917630306e-06 6.3501674318647253e-05 1.8188439552729248e-06 -0.00036602556011760228 0.00025144166255761482 -6.452965494946759e-05 0.00026705757779203195 0.0024617848488560413 -0.00052411785462362604 0.00036764828378987402 0.00069521931899626827 4.485445928108723e-05 0.00087547143797785272 6.8528415594579115e-05 -0.00019540862540149944 0.0014566251523016641 -4.8187649279627077e-05 -0.00015094437830071478 0.00013343135996455002 0.0018253750828859797 -0.0001505040965986608 0.00011637105794456759 6.4088811676311748e-05 0.00044408604222810806 -0.00024163537375268508 -0.00015310979717916953 0.0001842258989115203 0.00040950302136479879 -0.00038418725355950306 -0.00052297985874742215 0.0023027321678541954 -3.4985917544472317e-05 0.00017151757510322515 -2.7688989306598234e-05 -0.0002906192325440084 8.3178059188972011e-05 -0.00066443480073548236 -0.00019668033802643301 0.00024513789781425684 -8.2112920872985101e-05 0.00050990227520766385
leaf_weight=4268 54 27809 2614 2829 22 20 1498 15111 74 23628 1969 57666 463 785 14899 1220 32 141 350 110 38405 66 15351 2525 24 10086 1503 1473 28 5405 3340 4729 913 520 8001 2178 305 400 261 21 6318 33 13035 1964 1373 208 2253 2013 884 454
leaf_count=4268 54 27809 2614 2829 22 20 1498 15111 74 23628 1969 57666 463 785 14899 1220 32 141 350 110 38405 66 15351 2525 24 10086 1503 1473 28 5405 3340 4729 913 520 8001 2178 305 400 261 21 6318 33 13035 1964 1373 208 2253 2013 884 454
internal_value=0 -2.5549e-05 -1.30663e-05 3.61852e-06 0.000156945 0.000184843 0.000142854 2.61417e-06 1.32287e-05 1.27498e-05 3.40297e-05 -5.55336e-06 -1.12261e-05 -8.98651e-06 -1.18038e-05 0.000172913 0.000289173 0.000185092 0.00057709 0.00109332 2.54818e-05 4.62794e-05 -1.24195e-05 9.08011e-06 -0.000179854 2.03249e-05 -6.60567e-06 8.43525e-05 0.000133863 -4.83679e-05 -7.25021e-06 0.000127206 0.000252303 -3.00509e-05 -7.42106e-05 0.000102147 -0.000105736 -9.1233e-06 -3.37944e-05 -5.45083e-05 -5.43455e-05 0.00100032 -5.79045e-05 -0.000163299 -2.22625e-05 -0.000166066 2.77412e-05 5.0156e-05 -7.91459e-05 0.000118765
internal_weight=0 34691 30423 244940 1594 1572 1518 243346 142637 142563 65921 76642 73813 73350 72565 3822 1853 1361 492 142 62099 38471 100709 45377 2549 42828 27477 8646 7143 18831 13426 7115 2386 55332 17791 2698 15093 37541 6884 16826 6579 54 16772 3737 1773 8209 20715 17124 3591 1338
internal_count=279631 34691 30423 244940 1594 1572 1518 243346 142637 142563 65921 76642 73813 73350 72565 3822 1853 1361 492 142 62099 38471 100709 45377 2549 42828 27477 8646 7143 18831 13426 7115 2386 55332 17791 2698 15093 37541 6884 16826 6579 54 16772 3737 1773 8209 20715 17124 3591 1338
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=51
num_cat=0
split_feature=0 1 14 0 10 9 10 0 2 0 10 3 7 1 7 6 4 14 0 1 3 3 0 3 14 0 0 13 9 0 0 10 1 14 12 0 10 9 6 13 10 0 3 14 10 3 7 10 9 7
split_gain=0.00998748 0.0113951 0.0102568 0.012214 0.0137907 0.0203563 0.0245922 0.0309188 0.0245972 0.0453412 0.0264147 0.022794 0.0203332 0.0202096 0.0192448 0.0185032 0.0177404 0.0185488 0.0179026 0.0176253 0.0356366 0.0176239 0.0394867 0.0160114 0.0271476 0.0307639 0.0244892 0.0159642 0.0159558 0.0239883 0.0224767 0.0159042 0.0150357 0.0187007 0.0172022 0.0235282 0.0165454 0.0212808 0.0257599 0.0163783 0.0180012 0.0160886 0.0172267 0.0159747 0.0182938 0.0155875 0.0142156 0.0137194 0.0171334 0.0132277
threshold=355.87763915758541 930.51637059710401 0.077677224736048281 447.70857959119701 0.29478609625668456 2.5000000000000004 0.61651583710407254 617.77985025136707 3.5000000000000004 1146.5960345662522 0.97182539682539693 42.500000000000007 11.500000000000002 3049.3733999235665 4.5000000000000009 7.5000000000000009 12.500000000000002 0.072299651567944254 664.82673601874205 4197.4883033117148 37.500000000000007 25.500000000000004 887.94124131670708 31.500000000000004 0.03509852216748769 895.46853471908219 1095.150540518749 0.21807065217391305 2.5000000000000004 586.28815522224716 587.99658264167203 0.56711711711711721 3906.2051313837133 0.05634920634920635 9.5000000000000018 1095.150540518749 0.13100686498855837 2.5000000000000004 2.5000000000000004 0.16064516129032261 0.20881782945736438 1033.4556649327824 28.500000000000004 0.04819976771196284 0.072299651567944254 33.500000000000007 1.0000000180025095e-35 0.36899313501144165 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 13 6 -6 -8 12 10 -10 19 -9 14 28 16 17 18 -15 20 23 -16 -23 24 25 -7 -27 -19 29 -5 -30 -26 34 36 39 -36 43 -38 -39 40 45 42 -42 44 -34 49 -41 48 -25 -20
right_child=2 -3 -4 4 5 11 7 8 9 -11 -12 -13 -14 15 21 -17 -18 27 32 -21 -22 22 -24 47 31 26 -28 -29 30 -31 -32 -33 33 -35 35 -37 37 38 -40 46 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0009300572857804016 0.00040871242427449866 -0.00011746952693065256 3.6462911739726541e-06 -0.0004231217225689522 -0.00014416018693968907 0.00021143751770355985 0.00037009830202757083 -1.5780937641458428e-05 0.00072583836175800205 -0.0014151957002468407 0.0027226576444015584 0.0016913317751301373 -0.0015042334815244312 0.0011015613763447618 -0.00010313029647198963 0.00098264442834382262 0.00060172547242213375 -0.00061981077404880134 -0.00022338651346833985 -0.0011604964707253708 0.0020022045478690419 0.0027007341347634797 0.00012844057464217012 -0.0019133694144189716 0.00017379809505526348 0.0028747927988521183 0.00070466356510923318 -0.0020864311286815161 0.00023900246605288662 -7.6379465443329882e-05 -5.0640788153099781e-05 -0.00015864169672448689 -0.00020298503804951908 -0.0016595135054861506 0.0013920436830360545 -0.00070336116810462311 8.5542860826284727e-05 -0.0026816865044216125 -0.0002948691105848411 0.00075104067733403881 -0.00015523508884057049 -0.00030194749512399237 -0.0018227890814591389 -0.00072401225908735704 0.0018084166408516467 0.00047867172290959087 -0.00012688824517189878 -7.6037055035288058e-05 -0.00014575419913383266 -0.00090725902982446689
leaf_weight=45 158 1046 252902 593 3451 76 564 9477 67 20 22 23 23 24 49 30 56 96 295 27 25 25 37 26 1691 26 26 23 859 3140 3041 457 26 39 37 21 29 26 20 52 21 60 59 37 20 60 407 175 29 93
leaf_count=45 158 1046 252902 593 3451 76 564 9477 67 20 22 23 23 24 49 30 56 96 295 27 25 25 37 26 1691 26 26 23 859 3140 3041 457 26 39 37 21 29 26 20 52 21 60 59 37 20 60 407 175 29 93
internal_value=0 -0.000150986 5.9139e-07 -2.95432e-05 -3.22608e-05 -4.43191e-06 -2.88233e-05 1.03026e-05 -1.08157e-05 0.000736016 0.00121943 0.00012432 -1.93846e-05 -8.08826e-05 -4.80657e-05 -0.000246875 -0.000271449 -0.000305288 -0.000251622 0.00011023 0.000123786 0.000605561 0.00116566 0.000105047 0.000145223 0.000852618 0.00178973 -0.000903275 -5.75708e-05 -0.000131461 1.3155e-05 0.00010307 -0.000276566 -0.000678981 -0.000204823 0.000633363 -0.000436951 -0.000975207 -0.00164394 -0.000251256 -0.000425978 -0.000920867 -0.00138506 4.94249e-05 0.000671537 -0.000271325 -2.74279e-05 -0.000292526 -0.000981354 -0.000387304
internal_weight=0 1091 278540 25638 25480 16205 13624 10173 9609 109 89 2581 9500 9275 7744 1531 1501 1445 1326 2558 2531 111 62 2506 2276 128 52 119 7633 3733 3900 2148 1302 197 1105 58 158 75 46 1047 588 140 80 83 46 448 459 230 55 388
internal_count=279631 1091 278540 25638 25480 16205 13624 10173 9609 109 89 2581 9500 9275 7744 1531 1501 1445 1326 2558 2531 111 62 2506 2276 128 52 119 7633 3733 3900 2148 1302 197 1105 58 158 75 46 1047 588 140 80 83 46 448 459 230 55 388
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=51
num_cat=0
split_feature=4 2 1 14 12 10 1 11 2 4 5 1 14 8 3 1 3 13 13 1 0 1 7 3 1 10 9 4 0 0 10 9 0 0 5 0 13 1 3 10 5 14 0 0 6 5 13 6 0 13
split_gain=0.00999592 0.0135662 0.0180135 0.0230837 0.0184739 0.0143059 0.0141657 0.0112351 0.0120188 0.0130598 0.0113338 0.0185843 0.0214229 0.0170261 0.0135757 0.020692 0.0166551 0.0152493 0.0393948 0.021587 0.028364 0.0186642 0.0242441 0.0165839 0.0188123 0.0181499 0.031746 0.0260023 0.0194565 0.0192077 0.0215855 0.0355246 0.0269214 0.017856 0.0176868 0.0169788 0.0194614 0.0167242 0.0193743 0.0484426 0.044086 0.0185713 0.0178814 0.0184888 0.0283136 0.0178717 0.0166776 0.0234037 0.0188873 0.0165249
threshold=1.5000000000000002 3.5000000000000004 1644.8206512452641 0.81365740740740755 1.5000000000000002 0.13423423423423428 2157.1361945500553 1.0000000180025095e-35 3.5000000000000004 8.5000000000000018 5.5000000000000009 1901.8677697110745 0.053342816500711245 3.5000000000000004 20.500000000000004 2438.1594628963853 22.500000000000004 0.084219858156028379 0.098780487804878067 3438.6371619929478 942.80558483579864 3616.7164640063575 8.5000000000000018 30.500000000000004 3049.3733999235665 0.6984848484848486 2.5000000000000004 3.5000000000000004 1086.8692189335923 800.94442982758699 0.15075757575757578 3.5000000000000004 983.43194644661196 983.43194644661196 8.5000000000000018 742.73246783470552 0.10762548262548265 3049.3733999235665 27.500000000000004 0.92724867724867732 6.5000000000000009 0.43050193050193059 977.9268823093272 895.46853471908219 3.5000000000000004 6.5000000000000009 0.20256410256410259 1.5000000000000002 942.80558483579864 0.050641025641025648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 10 9 -9 13 12 -12 -2 -13 16 -16 21 19 -19 -21 22 -17 25 33 26 27 -20 -29 35 31 32 46 -25 -30 -28 -37 38 -27 40 -40 -42 43 -41 45 -45 47 -31 -48 -23
right_child=7 -3 3 4 -6 -7 -8 8 -10 -11 11 14 -14 -15 15 17 -18 18 23 20 -22 49 -24 24 -26 37 29 28 34 30 -32 -33 -34 -35 -36 36 -38 -39 39 42 41 -43 -44 44 -46 -47 48 -49 -50 -51
leaf_value=-2.3637314970791362e-05 2.0174369128371015e-06 0.00040541974483975369 -0.00037598936017219846 6.3758486771319523e-05 0.0012816841033886056 -0.00018839765308007519 -0.0011235269159575493 -0.00010581725898201546 -0.0005917120244703256 0.00042943483630854951 0.0016738556327966407 -0.00010393711317196016 0.00014201441203093537 -8.521635305706727e-05 6.2905307531729881e-05 0.00014185552901526145 0.00029884042752824277 -0.00016420533347627497 -0.00099160013802140705 -0.0019359898583318751 -0.00052877134013333885 6.2642632180446474e-05 0.0016477626896058035 0.0011441646564878593 5.603373190859025e-05 4.9495630097508523e-06 -4.5954387549427345e-05 -0.00035400289834333843 2.0083022157094726e-05 -0.0013149863616563381 0.00034749950921657041 0.00078737548312254814 -0.0011687143231708423 -2.9162373393774033e-05 0.0014750791907620928 0.00067851218773284927 -0.00073114499992628303 -0.00032948086782920341 0.003160390132716902 -0.00052172845003731325 -3.2310335276027523e-05 0.001684613821583168 -0.00016540389730010268 -5.5104647763073452e-05 -0.00040372994570394183 0.0016344226382595179 -2.3729593015036012e-05 0.00049050457455450673 0.001595909289740534 -0.0003738895183463284
leaf_weight=9228 240014 164 279 282 35 1248 82 2265 120 120 23 1988 2981 5727 2116 2643 1157 168 136 52 115 567 27 79 2780 1263 625 903 161 50 552 79 83 55 24 28 195 252 26 33 36 28 215 20 35 72 99 28 22 351
leaf_count=9228 240014 164 279 282 35 1248 82 2265 120 120 23 1988 2981 5727 2116 2643 1157 168 136 52 115 567 27 79 2780 1263 625 903 161 50 552 79 83 55 24 28 195 252 26 33 36 28 215 20 35 72 99 28 22 351
internal_value=0 -4.60283e-05 -5.2666e-05 -0.000191751 0.00019823 -0.000268583 -0.00054579 1.94157e-06 -0.000103453 -7.88863e-05 2.93481e-06 3.9065e-05 0.000153743 -1.55487e-08 1.88756e-05 3.50714e-05 0.000146308 4.22264e-06 -3.33408e-05 -0.000564378 -0.000966947 9.02165e-05 0.000157084 -1.07621e-05 8.39255e-05 -6.6335e-05 -0.000144194 -0.000339777 -0.000258299 -8.25198e-06 0.000150892 -0.000149737 -0.000412261 0.000662575 0.000208839 -0.000179595 -0.000554148 5.1043e-05 0.000106536 0.000382458 0.00142418 0.000718844 0.000132445 0.00053268 0.00080666 0.00126713 -9.67559e-05 -0.000666861 0.00027075 -0.000104267
internal_weight=0 11318 11154 1926 317 1609 361 268313 2505 2385 265808 20067 3004 245741 17063 15075 3273 11802 8214 335 167 3588 2670 7879 2914 4965 2985 1224 1088 1761 913 361 282 134 185 848 223 1980 1728 465 90 64 375 160 127 92 199 78 121 918
internal_count=279631 11318 11154 1926 317 1609 361 268313 2505 2385 265808 20067 3004 245741 17063 15075 3273 11802 8214 335 167 3588 2670 7879 2914 4965 2985 1224 1088 1761 913 361 282 134 185 848 223 1980 1728 465 90 64 375 160 127 92 199 78 121 918
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=51
num_cat=0
split_feature=4 13 1 8 6 3 0 6 5 12 4 8 12 3 7 6 0 0 1 14 10 10 7 14 0 8 5 6 2 0 6 10 5 14 12 4 1 0 10 1 1 2 13 14 0 14 2 3 6 0
split_gain=0.0095639 0.0249259 0.0214084 0.0170245 0.0187299 0.0191058 0.0172106 0.0232146 0.0178083 0.0198569 0.0183115 0.0158208 0.0156461 0.0193096 0.016681 0.0161733 0.0234023 0.0161527 0.0151057 0.0153218 0.0143574 0.0158602 0.0142844 0.0256718 0.0196135 0.0187663 0.0178092 0.0161146 0.0135096 0.0238689 0.027165 0.0203221 0.0187841 0.015105 0.0132768 0.0485319 0.0304627 0.0327828 0.022177 0.0187849 0.0171686 0.0253374 0.0774847 0.035481 0.0202363 0.0181047 0.0163115 0.0252524 0.0251442 0.0205241
threshold=3.5000000000000004 0.87750000000000006 2438.1594628963853 9.5000000000000018 1.0000000180025095e-35 26.500000000000004 750.05186893448547 5.5000000000000009 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 7.5000000000000009 688.01059651735227 773.3327466365821 1268.6169496378952 0.39736842105263165 0.81934731934731941 0.46770833333333339 2.5000000000000004 0.42640692640692646 865.45763568221207 5.5000000000000009 4.5000000000000009 1.5000000000000002 2.5000000000000004 553.78493563180712 3.5000000000000004 0.7231800766283526 9.5000000000000018 0.69337606837606847 2.5000000000000004 5.5000000000000009 1848.9026265255354 1264.1367493995072 0.81322674418604668 1670.9124033635953 1205.6450475795143 1.5000000000000002 0.098780487804878067 0.24190177638453506 841.89925940917726 0.35388994307400384 3.5000000000000004 42.500000000000007 1.0000000180025095e-35 809.90619584897706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 34 12 4 5 -4 7 -6 9 -8 -11 22 13 18 -14 28 -17 -18 19 -1 21 -10 25 24 26 27 -24 -12 -15 30 -30 -32 -31 -34 35 40 37 38 -36 -37 44 42 -42 -44 -2 -45 47 48 49 -38
right_child=1 -3 3 -5 6 -7 8 -9 20 10 11 -13 14 15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 32 31 -33 33 -35 36 39 46 -39 -40 -41 41 -43 43 45 -46 -47 -48 -49 -50 -51
leaf_value=2.9234166259678772e-05 1.9130817556321824e-05 6.3656021941758132e-05 -0.00073019954851997267 -0.0010926961254275134 3.5896583204573423e-05 0.00042301708274672547 -0.00067215609114750158 0.0010648220423676181 0.00035775502359868281 -0.001326799274829682 -0.00034243431866399143 -0.0011781891641850749 -5.2780295991539343e-06 4.5630132992276814e-05 -8.3203968818677785e-05 0.001798025471714115 -0.00097392911239611846 0.00062501776847057045 -0.00020291249944689988 -3.8776626653987276e-05 0.00080299097637180248 -0.00093686591394038675 -0.00074733603961898813 0.0004751515380080997 -0.00065579432265818187 -0.00075673200548379341 0.00065936041648946857 0.00028281713052622409 1.0838754777436856e-05 -0.00013738251686890759 0.00057175123946803786 -0.0006483448896783796 -0.00011759094504297388 0.00107013916131109 0.00012385070486227979 0.0001396421844223832 0.00013392489701730438 0.0020990486000664536 6.4068901473273905e-06 2.2985596996536737e-05 -0.0034661831622626437 -5.2731259706841767e-05 -0.0017063508983343268 0.0014677468238881342 0.0007996733818713222 -0.00024503981565228769 -5.0047936145282038e-05 0.00084503521913055534 -1.5372618024767089e-05 1.7998787309204223e-05
leaf_weight=12294 7253 17636 218 48 350 43 210 65 69 32 131 34 15151 27215 12561 31 22 56 1120 25371 80 36 35 90 306 63 63 483 7934 3828 335 38 49 59 9376 4075 6113 20 7036 22532 22 42919 26 27 84 36 13161 91 30634 10170
leaf_count=12294 7253 17636 218 48 350 43 210 65 69 32 131 34 15151 27215 12561 31 22 56 1120 25371 80 36 35 90 306 63 63 483 7934 3828 335 38 49 59 9376 4075 6113 20 7036 22532 22 42919 26 27 84 36 13161 91 30634 10170
internal_value=0 7.35841e-06 -1.162e-05 -0.000160695 -0.000141311 -0.000540206 -9.0451e-05 0.000197054 -0.00016356 -0.000222618 -0.000146301 -0.000114952 -8.3086e-06 3.11222e-06 -4.05995e-05 2.76874e-05 0.000635902 0.000174033 -2.19585e-05 -1.65776e-05 0.000298363 -8.6115e-05 -8.4081e-05 -0.000288515 -0.000458639 6.50926e-05 0.000156969 0.000149417 2.60073e-05 -1.76125e-05 3.04435e-05 0.000447452 -0.000119036 0.000531262 8.93391e-07 -1.37722e-05 1.56304e-05 7.59667e-05 7.35013e-05 4.08522e-05 -4.26283e-05 -5.46825e-05 -0.00080913 -0.00015233 2.80671e-05 0.000489012 -8.47229e-07 1.29277e-05 1.13137e-05 6.152e-05
internal_weight=0 171211 108420 2356 2308 261 2047 415 1632 1447 1237 1205 106064 78352 27712 39567 109 78 38785 37665 185 105 1171 494 404 677 98 614 39458 12243 8307 373 3936 108 153575 76974 76601 16432 16412 26607 50367 43030 111 89 7337 63 60169 47008 46917 16283
internal_count=279631 171211 108420 2356 2308 261 2047 415 1632 1447 1237 1205 106064 78352 27712 39567 109 78 38785 37665 185 105 1171 494 404 677 98 614 39458 12243 8307 373 3936 108 153575 76974 76601 16432 16412 26607 50367 43030 111 89 7337 63 60169 47008 46917 16283
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=51
num_cat=0
split_feature=5 8 2 2 10 10 0 8 8 7 9 7 13 1 0 0 13 10 9 0 1 6 1 13 3 10 6 12 14 14 10 8 10 14 1 13 13 1 1 3 4 3 14 12 8 7 0 13 6 10
split_gain=0.00981365 0.020362 0.0164563 0.0162646 0.0204167 0.0199905 0.0247524 0.0160921 0.0154717 0.0141746 0.013644 0.0255282 0.0366389 0.0191765 0.0278363 0.0241688 0.028141 0.0190118 0.0325597 0.0225636 0.0242641 0.022408 0.0228104 0.0177241 0.0176611 0.033299 0.0365945 0.0319979 0.0371107 0.0177119 0.0176843 0.0239918 0.0223221 0.0275224 0.0212227 0.0203541 0.0248328 0.033179 0.0155461 0.0260051 0.0170337 0.0211416 0.0150813 0.0145585 0.0330949 0.0206151 0.0201574 0.0162223 0.0142903 0.019551
threshold=4.5000000000000009 4.5000000000000009 1.5000000000000002 3.5000000000000004 0.084523809523809543 0.077935222672064791 778.64491060969465 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 2.5000000000000004 2.5000000000000004 0.10620300751879701 3091.4684149673285 920.13071123443217 1061.8284994139024 0.059714795008912663 0.70659971305595415 1.5000000000000002 1173.0767376433671 2438.1594628963853 3.5000000000000004 3616.7164640063575 0.23861283643892342 23.500000000000004 0.79772727272727284 1.0000000180025095e-35 2.5000000000000004 0.059714795008912663 0.77951388888888895 0.9104278074866311 2.5000000000000004 0.86811594202898557 0.15075757575757578 2790.319728588885 0.42206477732793529 0.15075757575757578 2790.319728588885 2904.5200653263769 26.500000000000004 9.5000000000000018 32.500000000000007 0.21807065217391305 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 995.44446815408207 0.065942028985507259 1.5000000000000002 0.33666666666666673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 7 5 -5 -7 -4 -1 -6 17 38 13 14 -13 -15 -17 19 -19 20 -9 22 24 -14 -20 26 -26 -28 -29 30 31 35 34 -34 -33 36 -27 -38 39 -12 -40 42 -42 44 45 -23 -47 -45 49 -21
right_child=1 -3 3 4 9 6 -8 10 -10 -11 11 12 23 15 -16 16 -18 18 21 48 -22 43 -24 -25 25 29 27 28 -30 -31 -32 32 33 -35 -36 -37 37 -39 40 -41 41 -43 -44 47 -46 46 -48 -49 -50 -51
leaf_value=-4.2199060346211291e-07 -0.0013243553046777381 -4.8696970574197072e-05 0.00022837780008609692 8.8620811240922869e-05 -0.00011950727836963624 0.00024040474822478635 0.0024117503426082081 5.1464750767870262e-06 -5.2704805397046692e-05 0.00046751114343763069 0.00010575213275748402 0.00062463026280688535 -0.00023160511947246601 -0.00089906868059188129 0.0021605358934582417 -0.00019251732349706194 0.0022287864744915471 3.1590080383171542e-05 0.00021734940082822902 3.4530469620645014e-05 -0.00019952957491571448 -0.00056607364649174832 -0.00071120704648949741 0.00038589399607962574 -0.0012339957400083381 0.00085519250515582305 0.0014167475234135056 0.0018592280233860948 -0.00051046448220547875 0.0021945432915041847 0.00032154872965240908 0.0010848205900401808 0.00042892477640028425 0.0028234678180888298 -0.0005346503006082706 0.00010994555137585848 0.0013822853780799994 0.0039373355141530432 -0.00024829911889355576 0.001206099257423458 0.0010561784793389961 0.001909622613692634 -0.00074151882456914922 0.00028212222484095645 -0.00061841116995007422 0.0019451577130607087 1.4916216189573919e-05 -0.0012894179525644108 3.3392695694986355e-05 0.00074681940980690967
leaf_weight=227177 22 7683 1342 1225 3446 35 21 4536 15090 106 2264 59 169 25 59 24 24 9790 1514 172 2127 21 56 372 46 35 50 20 95 21 174 32 30 20 55 20 27 24 535 55 20 21 28 24 90 38 21 52 520 219
leaf_count=227177 22 7683 1342 1225 3446 35 21 4536 15090 106 2264 59 169 25 59 24 24 9790 1514 172 2127 21 56 372 46 35 50 20 95 21 174 32 30 20 55 20 27 24 535 55 20 21 28 24 90 38 21 52 520 219
internal_value=0 2.38514e-05 4.26307e-05 4.36447e-05 -4.0274e-05 0.000130852 0.00105466 5.99815e-05 -3.67851e-06 -0.000101989 5.03585e-05 0.000139128 0.000403183 0.000998526 0.00139258 0.000361558 0.00101813 3.3996e-05 7.24851e-05 -2.82807e-05 -6.01914e-05 0.000234904 0.000285098 0.000192997 0.000310892 0.000529111 1.30996e-05 0.000360775 -9.8344e-05 0.000777692 0.000706339 0.000981868 0.000544858 0.00138674 6.10172e-05 0.00154668 0.00188081 0.00258466 7.30008e-05 0.000131849 -0.000152942 0.000586422 7.52172e-06 -0.000217862 3.93217e-05 0.000779271 0.00125812 -0.000793142 0.000205112 0.000433485
internal_weight=0 37364 29681 29659 4833 1281 56 24826 242267 3552 23484 3655 732 191 118 73 48 19829 12255 7574 6663 2465 2219 541 2163 649 211 165 115 438 417 243 137 50 87 106 86 51 2923 2319 604 69 48 246 170 80 59 76 911 391
internal_count=279631 37364 29681 29659 4833 1281 56 24826 242267 3552 23484 3655 732 191 118 73 48 19829 12255 7574 6663 2465 2219 541 2163 649 211 165 115 438 417 243 137 50 87 106 86 51 2923 2319 604 69 48 246 170 80 59 76 911 391
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=51
num_cat=0
split_feature=14 4 14 14 1 0 3 14 6 0 1 3 3 1 3 7 4 9 0 13 13 13 8 13 6 0 9 10 12 1 3 3 1 3 3 1 6 9 1 7 0 1 7 3 1 1 7 6 0 0
split_gain=0.00948922 0.0130895 0.0175901 0.0132053 0.0134712 0.0131961 0.012128 0.0119582 0.0242536 0.0113637 0.0101229 0.0368656 0.0316631 0.0237429 0.0244991 0.0245203 0.0229695 0.0206283 0.0292638 0.0163554 0.0160884 0.0245822 0.0283734 0.0182683 0.0201498 0.0185909 0.020781 0.0333094 0.0161276 0.0159965 0.0580508 0.0372633 0.0347614 0.0462292 0.043729 0.0375099 0.0263214 0.021748 0.0238009 0.0227263 0.021654 0.0210986 0.0208907 0.0201713 0.0317351 0.026483 0.0248661 0.0181933 0.0412187 0.0421497
threshold=0.029857397504456332 12.500000000000002 0.46770833333333339 0.099019607843137278 3438.6371619929478 1027.0057469844974 49.500000000000007 0.12632978723404256 1.5000000000000002 1242.5784396434321 3438.6371619929478 29.500000000000004 29.500000000000004 3091.4684149673285 27.500000000000004 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 1070.0586822807675 0.62731481481481499 0.30860805860805868 0.24068965517241384 1.0000000180025095e-35 0.13680926916221037 2.5000000000000004 1146.5960345662522 3.5000000000000004 0.37668918918918926 5.5000000000000009 2263.042265477196 19.500000000000004 18.500000000000004 1925.0712920527774 16.500000000000004 15.500000000000002 1806.8431918941753 1.5000000000000002 2.5000000000000004 1751.7923478005653 2.5000000000000004 1061.8284994139024 2001.0640350640863 1.0000000180025095e-35 21.500000000000004 2423.1344677252664 2452.3200893468074 1.5000000000000002 2.5000000000000004 623.97869829977878 883.9724472351171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 10 8 -6 -10 12 -12 13 16 19 -16 29 -13 -19 -15 21 23 -23 25 -25 26 -17 -28 -22 31 -31 32 34 41 35 -2 40 39 -39 -36 42 -34 -35 44 46 -45 -32 -33 -49 -50
right_child=1 2 -4 4 7 -7 -8 -9 9 -11 11 17 -14 14 15 20 -18 18 -20 -21 28 22 -24 24 -26 -27 27 -29 -30 30 43 47 33 36 37 -37 -38 38 -40 -41 -42 -43 -44 45 -46 -47 -48 48 49 -51
leaf_value=-0.00016049071547288553 -9.8996445815744085e-07 0.001607000754406077 -0.0012017584825766139 0.00091220887249058235 0.00045835829040567793 0.00043972623071852332 0.0011239330963386843 0.00015709147741773218 -0.0020072535090148451 -0.00040824553114362063 -0.00081268662624950502 -6.9853593932642241e-05 0.00014937476021800958 -0.00036339253906531401 0.0002562124651980562 -0.00018691563260132471 0.00010976174792906788 0.00021297757869985216 0.0021011787281829375 0.0010146531326675112 -0.0004927111477494269 0.001863895717918152 0.00021282401862270399 -0.00065470922562270667 0.0001289798159663313 0.0011213021984024507 0.00063034239231432696 -0.00090706889398482662 0.00052683178445752071 -0.00028446895948083627 4.2819834592200347e-05 9.3110513549259116e-05 -0.00015606553357691116 9.6602598757582789e-05 6.8227622900542015e-05 -0.00016479495848411375 -0.00013715270180175788 0.00044040071625665823 0.00011843981548490296 -7.9358872564326669e-05 -0.00022700679098392373 -0.000437027246887926 -3.5667003035176395e-05 0.00011217286412715416 -0.0002080061279441148 -1.6689822106144122e-05 -0.00016811607340678375 0.00050118755133580909 -0.00027408461898046141 8.5513379496761008e-05
leaf_weight=918 154048 28 21 47 35 179 24 309 25 20 161 5016 3561 1011 533 714 4769 305 22 22 396 31 162 269 118 35 195 43 43 2128 4980 15929 2400 5336 16119 3576 4364 670 4007 3112 936 926 6776 4882 3140 21750 1942 330 1551 1717
leaf_count=918 154048 28 21 47 35 179 24 309 25 20 161 5016 3561 1011 533 714 4769 305 22 22 396 31 162 269 118 35 195 43 43 2128 4980 15929 2400 5336 16119 3576 4364 670 4007 3112 936 926 6776 4882 3140 21750 1942 330 1551 1717
internal_value=0 5.2861e-07 0.000222261 0.000268769 0.000112641 0.000597618 -9.02602e-10 1.60349e-05 -0.000528796 -0.00129658 -9.79242e-08 -6.72318e-05 1.25795e-06 -7.03096e-07 -0.000128753 -4.52292e-05 1.02039e-06 -4.47691e-05 0.000340013 -0.000334044 -0.000125323 -5.03754e-05 0.000478022 -0.000124597 -0.000415755 -1.0435e-05 -5.2043e-05 0.000352575 -0.000392847 -9.69439e-07 -3.05781e-05 4.21308e-06 -2.15465e-06 -6.34808e-05 4.85118e-06 -4.70619e-06 -3.08535e-05 6.78623e-05 0.000164562 4.43449e-05 4.69907e-06 -0.000234289 2.2605e-05 -1.58542e-05 -7.61656e-05 6.93242e-06 -1.63592e-05 7.01731e-05 -3.13749e-05 -8.51526e-05
internal_weight=0 278713 664 643 436 207 278049 389 80 45 278025 5504 272521 268960 3572 2539 265388 5343 327 1033 2006 1567 193 1374 387 987 952 238 439 260619 38822 221797 202270 20738 181532 157624 17412 23908 4677 19231 13048 3326 12112 36694 10062 26632 6922 19527 3598 3268
internal_count=279631 278713 664 643 436 207 278049 389 80 45 278025 5504 272521 268960 3572 2539 265388 5343 327 1033 2006 1567 193 1374 387 987 952 238 439 260619 38822 221797 202270 20738 181532 157624 17412 23908 4677 19231 13048 3326 12112 36694 10062 26632 6922 19527 3598 3268
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=51
num_cat=0
split_feature=7 2 9 10 9 1 10 0 10 0 5 4 3 10 14 3 5 12 6 4 0 0 4 8 13 7 3 0 14 4 2 0 7 3 1 6 0 0 14 3 0 8 10 10 6 13 13 10 14 14
split_gain=0.00957865 0.0330657 0.0242639 0.0300414 0.022232 0.032235 0.0377525 0.028383 0.0316243 0.0272221 0.0341378 0.0264032 0.0239222 0.0279311 0.0232185 0.0246772 0.0221538 0.0219574 0.0216792 0.0305849 0.0204919 0.0201999 0.0194842 0.0193988 0.0196924 0.0212639 0.0219815 0.0252273 0.0190258 0.0185305 0.0184532 0.0217184 0.0193316 0.0209831 0.021802 0.0301364 0.0326484 0.0207878 0.0184338 0.0259587 0.0242843 0.0206179 0.0227086 0.0297127 0.0379612 0.034841 0.0186776 0.0183457 0.028784 0.0181962
threshold=1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.49418604651162795 1.5000000000000002 1600.8480717715354 0.71611721611721624 1289.0088005912796 0.63245614035087727 1054.4749595559522 13.500000000000002 5.5000000000000009 13.500000000000002 0.77598566308243744 0.53950103950103967 22.500000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 12.500000000000002 1159.2799263297591 728.36581536889219 3.5000000000000004 7.5000000000000009 0.48212005108556838 5.5000000000000009 21.500000000000004 1113.5670458188422 0.13100686498855837 9.5000000000000018 3.5000000000000004 1020.4796647730221 2.5000000000000004 20.500000000000004 2299.1146759378844 1.5000000000000002 737.86994514254707 471.21305960643878 0.27386363636363642 19.500000000000004 673.31911949482219 1.0000000180025095e-35 0.33012820512820518 0.41763565891472876 1.5000000000000002 0.23606811145510839 0.043961352657004842 0.27149877149877155 0.11834733893557424 0.21525096525096529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 30 -5 12 7 23 -9 11 18 16 13 21 28 -16 -8 -1 -11 -20 29 -6 -19 24 -7 26 27 -26 -13 -3 32 -32 33 37 35 36 -35 -2 -34 -40 -41 -42 -43 44 45 -44 -45 48 -33 -10
right_child=2 20 -4 4 5 6 9 8 49 10 -12 14 -14 -15 15 -17 -18 22 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 31 47 38 34 -36 -37 -38 -39 39 40 41 42 43 46 -46 -47 -48 -49 -50 -51
leaf_value=6.7855635788367141e-06 7.0480659098150219e-05 -0.0001152866454345703 2.5846282723836397e-05 -2.1414377535104038e-05 0.00017013533559076486 -0.00012751838474251529 -9.620725914182712e-05 0.00084887662838549916 0.000251757595464229 1.7695704866887581e-05 0.0017826288690507089 0.00038769571645264007 0.0002677635004921098 -6.4093490391279787e-05 0.00033660142404727056 0.0011582866134303318 0.00013249689418191646 -7.8664658457301963e-06 -0.00044981539848296549 0.0011851365402496112 -0.0015602453539031559 -0.00018150551281774128 0.00010016586101452891 -0.0011412441137839447 3.6512038787298303e-05 -0.00095725247499126454 0.00045036246794939901 -0.0012697169097679619 7.1586487738386505e-05 0.00029957891810943 0.0005437364486244726 -0.0010039834112956607 -0.00023892317014202202 0.0018495100531324101 1.2275510060446176e-05 -3.5710164288108835e-05 0.00045271381915932651 -8.0220441911347035e-05 -0.00019742698428733968 0.001122450615300543 0.00048813124007378994 -0.00016869464634552872 0.00063807124835355878 0.001002744161702979 8.2140828573636226e-06 0.0025845541660554517 -0.00047435374073741943 -0.0013168868699722225 0.001140277597861474 -0.0011143598149665661
leaf_weight=99115 2557 5912 38987 53653 4517 6788 1898 168 65 783 23 669 1890 2594 364 122 2395 6160 615 30 24 449 12943 44 1355 50 338 38 1650 282 255 29 2745 52 4606 254 214 21777 1648 55 227 853 56 26 91 39 121 32 34 39
leaf_count=99115 2557 5912 38987 53653 4517 6788 1898 168 65 783 23 669 1890 2594 364 122 2395 6160 615 30 24 449 12943 44 1355 50 338 38 1650 282 255 29 2745 52 4606 254 214 21777 1648 55 227 853 56 26 91 39 121 32 34 39
internal_value=0 1.03346e-05 -8.28636e-06 -1.97376e-05 -2.81874e-06 3.4293e-05 -6.01624e-06 -7.8189e-05 0.000424689 6.89932e-05 -0.000128343 0.000109333 0.000108658 6.88819e-05 0.000228635 0.000542868 3.13833e-05 1.62458e-05 -0.000159122 -0.000373771 -0.000102049 0.000138342 6.53295e-05 -9.407e-05 -8.8693e-05 5.92838e-05 8.86465e-05 8.79088e-07 0.00016278 -9.63987e-05 -5.79366e-05 0.000303332 -6.15165e-05 -4.50175e-05 4.69227e-05 0.000353817 0.000725772 -6.43849e-05 -0.000144448 -6.12208e-05 9.16864e-05 5.15647e-05 -3.1994e-05 0.000318173 0.000738049 0.00143715 -0.000213098 -0.000341963 0.000153237 -0.000260536
internal_weight=0 124436 155195 116208 80537 26884 17434 8885 272 8549 1451 7098 9450 7560 2805 486 4293 118218 1428 645 6218 4966 19103 8613 8569 1781 1731 1393 2319 6194 35671 350 35321 29460 5126 520 266 24334 5861 3116 1468 1413 1186 333 186 95 147 95 63 104
internal_count=279631 124436 155195 116208 80537 26884 17434 8885 272 8549 1451 7098 9450 7560 2805 486 4293 118218 1428 645 6218 4966 19103 8613 8569 1781 1731 1393 2319 6194 35671 350 35321 29460 5126 520 266 24334 5861 3116 1468 1413 1186 333 186 95 147 95 63 104
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=51
num_cat=0
split_feature=8 5 7 12 9 10 14 6 7 14 13 1 2 14 10 3 12 1 10 13 1 10 1 10 12 1 7 0 7 6 5 7 10 14 5 10 3 1 13 12 1 0 10 1 3 1 1 4 4 14
split_gain=0.00937074 0.0236288 0.014466 0.0140126 0.0134416 0.0292327 0.0378653 0.0300584 0.0280718 0.0280379 0.0268245 0.0250442 0.02245 0.0191163 0.0228548 0.0188923 0.0187817 0.0186178 0.0388716 0.025215 0.0195234 0.016528 0.0149226 0.0138861 0.0170014 0.0140581 0.0137133 0.0133507 0.0133143 0.0161343 0.0149359 0.0126597 0.0126409 0.0227539 0.0125406 0.0274964 0.0141814 0.0281512 0.0124793 0.0149935 0.0238136 0.0149183 0.0179382 0.0140248 0.0206375 0.0203907 0.0146506 0.0144951 0.0136593 0.0187697
threshold=1.5000000000000002 1.5000000000000002 16.500000000000004 11.500000000000002 1.5000000000000002 0.62645348837209314 0.13423423423423428 3.5000000000000004 2.5000000000000004 0.13714733542319751 0.14459930313588851 3049.3733999235665 3.5000000000000004 0.61651583710407254 0.92450142450142458 25.500000000000004 3.5000000000000004 2337.1340514624867 0.75337837837837851 0.10762548262548265 1894.0094888517563 0.90550595238095244 2818.3175397299569 0.76568627450980398 5.5000000000000009 2936.4214567341296 1.0000000180025095e-35 488.71890150328699 2.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 0.86425061425061445 0.32200460829493094 2.5000000000000004 0.73746867167919816 24.500000000000004 2936.4214567341296 0.10620300751879701 2.5000000000000004 1396.6810752259844 716.99365021246228 0.913664596273292 2790.319728588885 19.500000000000004 2010.0693574974659 2350.1708904636766 7.5000000000000009 3.5000000000000004 0.077677224736048281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 38 -2 4 21 -6 11 8 9 -8 26 15 13 14 -11 22 17 20 19 -19 -10 -3 -7 25 -25 -17 -9 -15 29 30 -13 -30 33 -20 35 -12 -36 -38 -1 40 41 -40 -43 44 45 -42 -46 -47 -41 -50
right_child=2 3 -4 -5 5 6 7 10 16 12 34 28 -14 27 -16 23 -18 18 32 -21 -22 -23 -24 24 -26 -27 -28 -29 31 -31 -32 -33 -34 -35 36 -37 37 -39 39 48 43 42 -44 -45 46 47 -48 -49 49 -51
leaf_value=-3.9077747840669238e-05 -1.3520172115643846e-05 -6.9030369657942136e-05 -0.0011930905067576813 -0.00090874176094075671 2.3266517534864177e-05 0.00034332074874997764 -0.001135797876204193 -0.0018544277945087137 0.00059729905329853716 3.9634342439567242e-05 0.0003517814021482057 0.00010632085613906384 -0.00037674845530712863 -3.2624453692178801e-05 -0.0016131017046670121 0.00126100480503572 -0.00013060207857530548 0.0013183503895351561 0.0033733269232990486 -0.00060804497144108986 -5.977303009832469e-05 2.0726224507269896e-05 -0.00059948853747702623 0.0020195841825129306 0.00047596127105255926 -0.00042798982820906007 -0.00066197400040324933 0.00029054908785030871 0.0010181886945954629 0.00039105592835013094 -0.001149443355396402 -0.00042971431259782272 0.00098036421850152618 0.0012552051344755456 -0.00028715432626600176 -0.0016851845938557139 0.0021977805173146012 -0.00025014278671733339 8.390906836202597e-06 -1.9645077821324084e-05 -4.33127001258947e-05 0.00055141539538723281 -0.00083870974575312666 -0.00044650860303582736 0.00034262578572271925 -0.00026280834398467609 -1.0488453672690249e-05 9.5110837482555638e-05 -5.204435147867229e-05 9.1798696716466723e-05
leaf_weight=25873 84703 6652 26 40 40348 1752 49 36 269 5327 37 34 278 410 21 22 152 26 21 49 195 22401 43 44 30 28 73 1449 36 41 78 26 49 32 46 30 23 24 43185 7283 20006 216 26 223 555 1789 624 336 2807 11808
leaf_count=25873 84703 6652 26 40 40348 1752 49 36 269 5327 37 34 278 410 21 22 152 26 21 49 195 22401 43 44 30 28 73 1449 36 41 78 26 49 32 46 30 23 24 43185 7283 20006 216 26 223 555 1789 624 336 2807 11808
internal_value=0 6.03493e-06 -1.38821e-05 2.68614e-05 2.73284e-05 4.27729e-05 0.000116123 6.93233e-05 8.61282e-05 5.63441e-05 -0.00045088 0.000304636 6.41484e-05 8.11554e-05 3.31445e-05 0.000361969 0.000369096 0.00048759 0.000923882 5.97721e-05 0.000321159 1.75477e-07 0.000320735 0.000958862 0.00139379 0.000315168 -0.00105581 0.000219274 -0.000207098 -0.000457571 -0.000768229 0.000411004 0.00155926 0.00209446 -3.877e-05 -0.000560293 0.000336951 0.000947777 -8.51803e-06 3.80116e-07 -1.13653e-05 1.05847e-05 0.000402063 -5.1871e-05 -4.80956e-05 -5.89544e-05 0.000155736 -0.000206215 3.62953e-05 6.41718e-05
internal_weight=0 194902 84729 80171 80131 51078 10730 8596 8327 7534 269 2134 7485 7207 5348 1919 793 641 177 75 464 29053 1795 124 74 50 109 1859 215 153 112 62 102 53 160 67 93 47 114731 88858 66960 43427 242 23533 23310 22131 1179 2125 21898 14615
internal_count=279631 194902 84729 80171 80131 51078 10730 8596 8327 7534 269 2134 7485 7207 5348 1919 793 641 177 75 464 29053 1795 124 74 50 109 1859 215 153 112 62 102 53 160 67 93 47 114731 88858 66960 43427 242 23533 23310 22131 1179 2125 21898 14615
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=51
num_cat=0
split_feature=4 8 5 3 0 10 1 9 10 10 0 4 2 10 10 10 1 13 0 12 0 3 0 13 5 1 0 1 12 14 1 0 0 5 8 12 4 1 7 14 9 4 13 1 3 0 3 0 4 1
split_gain=0.00930428 0.0093515 0.0153218 0.0123839 0.0129495 0.0120808 0.0118119 0.0148756 0.0148072 0.0143038 0.0131205 0.0116255 0.0126149 0.0445279 0.0416317 0.0830188 0.0147982 0.0129533 0.0124021 0.0109687 0.0111582 0.0178696 0.0180258 0.0109619 0.0107141 0.0106139 0.0104909 0.0134966 0.0138087 0.0140323 0.0122362 0.0113693 0.0130515 0.010368 0.0141429 0.0131334 0.0435844 0.0219038 0.0169879 0.0145626 0.0116758 0.0123231 0.0154962 0.0123207 0.0230779 0.0186439 0.0175926 0.0234639 0.0174164 0.0153292
threshold=16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1264.1367493995072 0.77598566308243744 1558.814692156295 2.5000000000000004 0.36899313501144165 0.3066239316239317 658.36447093627214 1.0000000180025095e-35 1.5000000000000002 0.49418604651162795 0.93218390804597717 0.92052631578947375 1222.6315142320243 0.19756097560975613 1061.8284994139024 11.500000000000002 983.43194644661196 17.500000000000004 1078.5099592134823 0.3623737373737374 8.5000000000000018 1441.7511346115853 916.44505744395212 3049.3733999235665 8.5000000000000018 0.75337837837837851 1379.8125525987941 1124.0910823067372 1027.0057469844974 2.5000000000000004 2.5000000000000004 9.5000000000000018 8.5000000000000018 3438.6371619929478 1.5000000000000002 0.46247654784240161 2.5000000000000004 13.500000000000002 0.072299651567944254 3007.5741317529969 28.500000000000004 1289.0088005912796 26.500000000000004 869.07031931492213 4.5000000000000009 3134.7261784906077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 5 25 7 8 -5 -9 -11 -3 13 -13 15 16 18 -18 -15 20 -8 22 -22 -19 -23 -4 -1 28 29 30 31 32 -28 35 -35 37 38 -14 -37 -39 41 -36 -43 45 48 46 -42 -48 -45 -46
right_child=-2 11 3 6 -6 -7 19 9 -10 10 -12 12 33 14 -16 -17 17 23 -20 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 34 40 36 -38 39 -40 -41 43 42 -44 44 49 -47 47 -49 -50 -51
leaf_value=-3.6900631816082766e-06 0.00082707602893659742 -0.00020136102732569349 5.4767303819038666e-05 -7.1727078047120781e-05 -0.0011135316749389928 -2.9366633226348831e-05 2.1626147339635585e-05 0.00044224365651621117 0.00013184734755884977 -0.00023665361225133158 0.0004413612009628433 0.0024756162152201645 -1.9371640935094489e-05 0.00037503730669453906 0.0020225552588709872 -0.0024303098485688682 -4.697971589242419e-05 0.0021451819798953479 -0.00051020195439507789 -0.00087595148828713179 -8.7787868595077447e-05 0.00013240298734981491 -0.0014564836204517635 0.00071491988413539299 0.0010651795166796223 -0.00011631017502666905 0.00089301617583259951 -0.00071472299009917473 -0.0011496028789163878 -0.00063012894462628072 -6.8624784222860952e-05 0.001073905930388719 -0.00083642812921122338 1.9671953947980618e-05 -3.8835071208399213e-05 0.00052521341551954928 0.0024065598817590702 -0.00028890805488000201 -0.00081687777120670367 -0.0013948775154858596 4.658436162349087e-05 -0.000447174799592176 0.00085241035472049761 -0.001254925273921496 0.00044272476438794565 -0.00089700594823807474 7.0786096316118746e-05 0.00070282607926496756 -0.00025919113626542649 -2.4752452208453571e-05
leaf_weight=43849 34 768 10649 1209 26 13452 23627 599 3420 188 115 22 76615 91 27 32 30 21 70 33 637 4439 25 37 31 991 20 87 30 108 2626 46 24 57452 27368 65 24 426 37 32 6117 32 81 48 188 50 360 248 516 2609
leaf_count=43849 34 768 10649 1209 26 13452 23627 599 3420 188 115 22 76615 91 27 32 30 21 70 33 637 4439 25 37 31 991 20 87 30 108 2626 46 24 57452 27368 65 24 426 37 32 6117 32 81 48 188 50 360 248 516 2609
internal_value=0 -1.00576e-07 1.1581e-05 2.84284e-05 1.75021e-06 2.90585e-06 4.79518e-05 0.000114874 7.86779e-05 0.000300631 2.06787e-05 -7.25851e-06 -6.39483e-06 0.00030245 0.000147223 -3.29687e-05 0.000275123 0.000796494 -9.84933e-06 3.50958e-05 3.61412e-05 0.000102967 -0.000139476 0.00123277 0.000138872 4.02022e-05 -9.82157e-06 -0.00010124 -8.25385e-05 -7.12029e-05 -4.89775e-05 0.000524286 -5.03171e-05 -6.98646e-06 4.0671e-06 -2.05987e-05 0.000489459 -2.14325e-05 3.83764e-05 -0.000366181 -1.9766e-05 -3.66836e-05 0.000484386 2.61014e-05 -5.21648e-05 6.49284e-05 7.20804e-05 0.000328592 -0.000343934 6.66897e-06
internal_weight=0 279597 106231 59441 25118 25092 34323 5531 4629 902 303 173366 172598 330 308 281 249 88 161 28792 28759 5132 662 58 4470 11640 46790 2941 2854 2824 2716 90 44 172268 95069 77199 126 77073 102 458 37617 27481 113 10136 3361 6775 6725 608 564 2797
internal_count=279631 279597 106231 59441 25118 25092 34323 5531 4629 902 303 173366 172598 330 308 281 249 88 161 28792 28759 5132 662 58 4470 11640 46790 2941 2854 2824 2716 90 44 172268 95069 77199 126 77073 102 458 37617 27481 113 10136 3361 6775 6725 608 564 2797
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=51
num_cat=0
split_feature=0 3 7 2 9 10 9 6 0 3 2 1 0 13 3 3 7 0 12 3 14 13 10 6 13 3 0 10 3 1 6 3 10 10 0 0 1 13 13 12 0 11 10 0 6 10 13 13 12 0
split_gain=0.00920341 0.0106632 0.00983849 0.0271421 0.022191 0.0280356 0.0318735 0.0395254 0.0305805 0.026464 0.0234101 0.0247517 0.0210955 0.0326359 0.0226082 0.0210322 0.0207814 0.018727 0.0186489 0.0310492 0.0257275 0.0185061 0.0184739 0.0182542 0.023939 0.0174072 0.0405716 0.0169137 0.0255803 0.0223214 0.0297829 0.0273644 0.0364056 0.0298041 0.0537402 0.0411437 0.0292508 0.0246113 0.0213203 0.0211026 0.0300746 0.0210613 0.0211017 0.037108 0.0280019 0.0206495 0.0261876 0.0205208 0.0202466 0.0267715
threshold=355.87763915758541 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.6198686371100165 1.5000000000000002 1.5000000000000002 1007.5118299007487 26.500000000000004 3.5000000000000004 1268.6169496378952 1321.1033005038273 0.42206477732793529 23.500000000000004 27.500000000000004 2.5000000000000004 1159.2799263297591 3.5000000000000004 30.500000000000004 0.13423423423423428 0.22361111111111112 0.04819976771196284 4.5000000000000009 0.83527131782945752 14.500000000000002 617.77985025136707 0.52440476190476204 33.500000000000007 3906.2051313837133 8.5000000000000018 39.500000000000007 0.17752100840336138 0.31643132220795894 1086.8692189335923 1124.0910823067372 4197.4883033117148 0.11834733893557424 0.21525096525096529 8.5000000000000018 977.9268823093272 0.3133928571428572 0.072299651567944254 567.96562146599206 7.5000000000000009 0.05634920634920635 0.22361111111111112 0.6198686371100165 3.5000000000000004 995.44446815408207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 5 10 -7 18 9 23 11 -4 16 14 -14 -2 22 -5 19 20 -8 -20 25 -9 -25 -13 -27 29 -29 41 31 32 38 34 45 36 -35 -36 39 40 -31 42 43 -6 -44 -33 -47 -46 49 -34
right_child=2 -3 4 17 27 6 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 24 -26 26 -28 28 -30 30 -32 33 48 35 37 -37 -38 -39 -40 -41 -42 -43 44 -45 47 46 -48 -49 -50 -51
leaf_value=-0.00072866994265645413 1.4572387066229856e-05 -0.00010307938107349698 3.4762735480501585e-05 -8.5886774955663819e-05 0.00015779994445967293 -1.9328551844243298e-05 0.00032255367035373818 -8.222032976658854e-06 -0.0002776240564849469 0.00039953068070093458 0.00030752635220054382 -9.7616522425901715e-05 -0.0010556164768342746 0.0011262519983745948 0.00016416637861791131 0.00025667765216462007 -0.00015650600839520328 -0.0014853083986963612 5.8437227311980806e-05 0.0015751658411809822 9.4721481081324764e-05 -0.00023952522281185589 -7.5572223977529084e-05 -0.00081142783899801568 0.0004704312092750722 0.00053059738199627993 2.6216764928576038e-05 -8.8430391112886305e-05 0.00037808370832241323 -0.00061493671311417043 -0.0020790845959536021 -0.00024678833384920534 -0.0011342130163729263 0.0018064182793023067 -0.00012846807553872186 0.0024291097988269382 -0.0004917105964624271 -0.001631673678639345 -0.00067699890892254199 -0.00095021065380596732 0.0010089983788037777 -0.001302759934232795 7.1252980113552074e-05 -5.6027275650784924e-05 0.00053991910304606271 0.00053352015512202688 0.0026960094991539205 0.0023135351893004206 -0.0010754113114671783 0.0010939001671171613
leaf_weight=73 116672 1018 6622 6122 2609 53562 1424 3099 1259 386 452 1758 41 85 517 904 6471 24 2101 37 9543 693 24400 151 48 464 2833 4801 313 39 21 36 26 20 53 31 45 56 75 27 106 29 21082 9127 73 42 21 21 191 28
leaf_count=73 116672 1018 6622 6122 2609 53562 1424 3099 1259 386 452 1758 41 85 517 904 6471 24 2101 37 9543 693 24400 151 48 464 2833 4801 313 39 21 36 26 20 53 31 45 56 75 27 106 29 21082 9127 73 42 21 21 191 28
internal_value=0 -0.000144938 5.67702e-07 1.10795e-05 -7.83276e-06 -1.87935e-05 3.08418e-07 5.64311e-05 -6.48867e-05 7.81592e-06 -5.04394e-05 -5.41856e-05 -7.02925e-05 0.000213569 7.45408e-05 1.64338e-05 -7.53731e-05 -9.13515e-05 9.9892e-05 0.000129183 0.000124304 -1.54668e-05 -5.75489e-05 -3.80306e-05 -0.000502236 2.9448e-05 9.72003e-05 2.48605e-05 -5.98776e-05 3.76974e-05 -0.000220469 -0.000171435 -0.000401876 0.000201516 -0.000134821 0.000930248 0.000215406 -0.000900757 2.64805e-05 0.00033323 0.000572216 4.41004e-05 4.52872e-05 -8.4919e-06 7.50923e-05 0.000708481 0.00125435 0.000936152 -0.00083373 2.11049e-05
internal_weight=0 1091 278540 123722 154818 115946 72303 18741 4943 3684 43643 43191 36569 643 558 117576 35926 6146 13798 11004 10967 2794 29455 3298 199 5055 3297 38872 5114 33758 817 796 492 304 208 96 65 109 247 172 145 32941 32912 11736 21176 99 63 94 245 54
internal_count=279631 1091 278540 123722 154818 115946 72303 18741 4943 3684 43643 43191 36569 643 558 117576 35926 6146 13798 11004 10967 2794 29455 3298 199 5055 3297 38872 5114 33758 817 796 492 304 208 96 65 109 247 172 145 32941 32912 11736 21176 99 63 94 245 54
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=51
num_cat=0
split_feature=4 0 10 1 1 8 7 12 3 13 1 13 10 11 2 1 1 4 5 7 14 13 5 1 8 3 14 8 10 3 7 13 7 6 0 0 0 3 7 13 10 8 13 10 12 14 5 1 13 1
split_gain=0.00870703 0.0116788 0.0131388 0.0113433 0.0104594 0.0101327 0.0122628 0.00986587 0.0154798 0.0152351 0.0104093 0.00983138 0.0106808 0.00953825 0.0106852 0.0110989 0.011207 0.0108792 0.00947026 0.0125506 0.0101213 0.00937339 0.00930647 0.0163021 0.0141394 0.0122067 0.0128259 0.0206589 0.0161331 0.0180609 0.0155603 0.0123814 0.0118188 0.0264075 0.0260318 0.0211948 0.0421022 0.0259027 0.020488 0.0191705 0.030961 0.017366 0.032165 0.0257944 0.0169478 0.0155201 0.0154749 0.0257891 0.0158617 0.0309547
threshold=1.5000000000000002 728.36581536889219 0.045983086680761107 1385.6581314443542 985.46635494155419 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 17.500000000000004 0.24695121951219515 1625.8069352355453 0.63762626262626265 0.18274582560296851 1.0000000180025095e-35 3.5000000000000004 2846.3956359091098 3906.2051313837133 8.5000000000000018 13.500000000000002 4.5000000000000009 0.14854215918045707 0.65108695652173931 7.5000000000000009 2554.1430983545456 9.5000000000000018 25.500000000000004 0.13423423423423428 2.5000000000000004 0.36899313501144165 23.500000000000004 2.5000000000000004 0.55086206896551737 2.5000000000000004 2.5000000000000004 961.9848145785071 977.9268823093272 916.44505744395212 36.500000000000007 3.5000000000000004 1.0000000180025095e-35 0.85912698412698429 4.5000000000000009 0.54692082111436957 0.45080645161290328 5.5000000000000009 0.15470085470085473 8.5000000000000018 2692.3630167879473 0.36474501108647456 3364.5296915318181
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 10 -10 -5 12 -6 22 17 -16 -17 -15 19 -7 -21 -20 -2 25 32 26 27 30 29 -29 -24 -27 34 35 -25 36 -34 41 -39 40 -35 42 43 -37 -40 -45 47 -41 49 -48
right_child=13 2 3 5 11 18 -8 -9 9 -11 -12 -13 -14 14 15 16 -18 -19 21 20 -22 -23 23 24 -26 31 -28 28 -30 -31 -32 -33 33 39 -36 37 -38 38 44 46 -42 -43 -44 45 -46 -47 48 -49 -50 -51
leaf_value=-0.00013137678493473602 1.2354093233043198e-06 -0.0005612157036262817 0.00089041677835796553 0.0002561578990176126 -0.00015085460818687829 -0.00016147922477935845 0.00090494081874877756 -0.00022738027945980603 0.0020973870871239344 0.00024592638714239002 -0.00063622418456361636 0.0001060854072747871 1.3150203375994412e-05 -9.6714282362913307e-05 0.00027720310492441059 -0.0012888599091200848 -0.00014995654702134846 0.00039181210408666323 0.00092737627218829821 -0.0013775929891885932 -0.00040952370395475388 -0.00034137604040248941 0.00069504375966009352 -0.0002260274367443004 -0.00044850004587049892 0.00095093367550968351 8.2724756683114444e-05 0.00031889372078391416 -3.2761608372997006e-05 0.0021247177460463717 0.0022221295316491954 4.5470159858706657e-06 0.00020608799863636808 0.0012469071180248648 9.7973939267478023e-05 -0.0010752441911873493 0.0013865712264981814 0.0013571741692072973 -0.00022976184979294582 0.0010966059945834181 -0.00072247492057142841 -0.00054195110501932011 0.0019862920172851197 -0.00024540394241921607 0.0011115162501144887 0.0010003933877815144 0.00087397704591403761 -0.00062910958547459869 -0.00027477737337633861 -0.00010145974773593956
leaf_weight=1643 259217 174 28 127 1303 1409 41 229 20 25 44 1901 4169 2265 30 54 36 120 37 36 108 24 69 1112 164 96 1620 45 199 20 22 54 201 64 1401 44 121 61 72 24 29 146 22 50 35 50 122 221 283 244
leaf_count=1643 259217 174 28 127 1303 1409 41 229 20 25 44 1901 4169 2265 30 54 36 120 37 36 108 24 69 1112 164 96 1620 45 199 20 22 54 201 64 1401 44 121 61 72 24 29 146 22 50 35 50 122 221 283 244
internal_value=0 -4.29584e-05 -0.000143475 -0.000109318 -1.72941e-05 -0.000122647 7.75033e-05 1.26743e-06 0.000243676 0.0010688 2.65391e-05 8.12804e-06 -2.59028e-05 1.81208e-06 -9.52979e-05 -0.000555673 -0.000833299 -7.21343e-05 -0.000182916 -0.00020692 -0.000651541 0.000428195 2.72725e-06 6.13997e-05 7.15776e-06 0.000175397 0.000142372 0.000414563 0.000190625 0.000874532 0.00106423 0.000610234 2.45283e-05 0.000122751 -4.53963e-05 0.000335859 0.000649686 0.000125334 0.00062588 -5.04127e-05 0.000632799 -0.000144191 0.000205645 -6.63977e-05 0.000208974 0.000377495 -0.000121485 -0.00046006 6.32823e-06 0.000223686
internal_weight=0 11318 2302 2128 9016 2100 486 445 216 45 171 7373 5472 268313 2505 120 90 2385 1614 1553 144 61 265808 6591 4466 2125 1975 355 264 65 91 150 4302 1789 2513 802 322 480 168 987 93 312 166 144 107 100 894 245 649 366
internal_count=279631 11318 2302 2128 9016 2100 486 445 216 45 171 7373 5472 268313 2505 120 90 2385 1614 1553 144 61 265808 6591 4466 2125 1975 355 264 65 91 150 4302 1789 2513 802 322 480 168 987 93 312 166 144 107 100 894 245 649 366
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=51
num_cat=0
split_feature=13 10 7 13 6 4 1 2 1 9 4 13 7 10 3 0 1 6 10 5 10 14 6 12 14 5 0 10 4 6 10 10 4 7 14 14 5 13 11 10 0 10 13 9 1 9 13 5 13 14
split_gain=0.00855498 0.0136065 0.0182939 0.0135761 0.0309303 0.0269369 0.0254129 0.0139114 0.0233017 0.019082 0.0277023 0.0225236 0.0214731 0.0189232 0.0185412 0.0291733 0.0177821 0.0308586 0.0141779 0.0158032 0.014192 0.0145956 0.0143919 0.0135813 0.0257938 0.0279162 0.0462471 0.0495631 0.0189562 0.0170663 0.0147629 0.0351363 0.0158358 0.0144394 0.0147036 0.0141673 0.0162256 0.0132571 0.0132105 0.0131165 0.0360845 0.0216373 0.0207572 0.0193262 0.0211853 0.0351039 0.0312208 0.0245523 0.0244527 0.0223868
threshold=1.0000000180025095e-35 0.1126984126984127 2.5000000000000004 0.037749287749287756 8.5000000000000018 1.5000000000000002 2571.3753443570063 2.5000000000000004 3049.3733999235665 1.5000000000000002 6.5000000000000009 0.069366479550922219 2.5000000000000004 0.35067567567567576 21.500000000000004 1187.5997340955021 2486.2186977821766 1.0000000180025095e-35 0.15470085470085473 7.5000000000000009 0.45584415584415588 0.23606811145510839 2.5000000000000004 5.5000000000000009 0.53410852713178303 6.5000000000000009 1027.0057469844974 0.90550595238095244 4.5000000000000009 1.5000000000000002 0.2022727272727273 0.27386363636363642 10.500000000000002 1.0000000180025095e-35 0.18274582560296851 0.40238095238095245 3.5000000000000004 0.36474501108647456 0.52506265664160412 1.0000000180025095e-35 781.39118733466205 0.084523809523809543 0.13423423423423428 3.5000000000000004 2875.3264341504796 2.5000000000000004 0.087595907928388769 6.5000000000000009 0.18834459459459463 0.23904761904761906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 8 9 11 18 -5 37 -12 15 -15 17 -16 -11 -20 -21 -22 -23 24 25 35 27 29 -25 -27 -30 -32 33 -33 -35 -8 -37 -13 39 40 -9 43 -42 44 48 -46 47 -47 -41 -48
right_child=3 2 -4 7 -6 6 23 38 -10 10 13 12 -14 14 16 -17 -18 -19 19 20 21 22 -24 28 -26 26 -28 -29 30 -31 31 32 -34 34 -36 36 -38 -39 -40 41 42 -43 -44 -45 45 46 49 -49 -50 -51
leaf_value=-0.00010684184200755595 0.0018370461446465926 3.7734462020333131e-07 -0.00013797246122974798 0.00013331067543912061 -0.0017130642515522513 0.0018362632026599551 3.4018908093497417e-05 6.719072174178656e-05 0.00055579777057167387 -7.1299808708919017e-06 3.7577911764654448e-05 -2.694002720954864e-05 -0.00010132444141659197 0.00024587699037809563 0.0022240386350785156 -0.00048529810587480816 0.00032992882354499495 0.00057558701137466306 3.9300627145807704e-05 -6.9091859069885696e-05 0.0012740114967276057 0.00063591504218301882 -0.00067225936476865585 -0.00069828534845631414 -0.00036818012641618981 0.0019151307896456936 -1.607035599937219e-05 0.0033359798155008602 0.00048993992639077843 0.0005916248551339552 -0.0016079128322391105 -0.00073145340263311355 0.00075803071050568882 0.00037345526743592927 -0.00047831083384631997 0.0020042279979679734 0.0003284363055382318 1.7497744016106352e-05 -0.00051559588144300505 2.6590433826659483e-05 -0.00032632037860694138 -9.7289737129019299e-06 -2.918562620483102e-05 5.6756960727112946e-05 6.6929920584417056e-05 -0.00024787612741680016 -0.00092174205707706662 0.0013289411384021428 -0.00016617882943807677 -0.0002288981552044875
leaf_weight=4268 24 27809 2614 2821 22 22 414 12360 197 23628 1681 30667 5998 1413 37 151 382 122 38180 100 65 95 27 96 141 33 105 26 148 93 35 70 65 152 76 20 52 37073 130 2699 942 75910 1563 1853 359 98 381 33 4213 168
leaf_count=4268 24 27809 2614 2821 22 22 414 12360 197 23628 1681 30667 5998 1413 37 151 382 122 38180 100 65 95 27 96 141 33 105 26 148 93 35 70 65 152 76 20 52 37073 130 2699 942 75910 1563 1853 359 98 381 33 4213 168
internal_value=0 -2.32385e-05 -1.15099e-05 3.29129e-06 0.000148735 0.000174791 0.00014902 2.33858e-06 1.23838e-05 1.16323e-05 3.13603e-05 -5.34425e-06 -1.06488e-05 0.000162667 0.00026256 0.000175284 0.000514868 0.000959189 2.33544e-05 4.20792e-05 0.000411716 0.000668832 0.000346401 0.000124695 0.000251812 0.000369469 0.000790928 0.00134839 -5.03386e-05 0.000938257 6.35861e-05 -9.49576e-05 5.09197e-05 -0.000103316 8.95332e-05 0.000146599 0.000793934 -2.61996e-06 -1.18888e-05 -1.12377e-05 3.21202e-05 -1.87571e-05 -0.000140923 -8.86598e-05 -0.00012255 -0.000333058 -0.000544229 0.000149337 -9.09062e-05 -0.000709724
internal_weight=0 34691 30423 244940 1594 1572 1548 243346 142637 142440 65881 76559 73738 3786 2105 1564 541 159 62095 38467 287 187 122 1526 884 743 257 152 642 126 546 398 363 298 228 486 72 67740 100709 100579 14865 85714 2505 9804 7951 1039 680 131 6912 549
internal_count=279631 34691 30423 244940 1594 1572 1548 243346 142637 142440 65881 76559 73738 3786 2105 1564 541 159 62095 38467 287 187 122 1526 884 743 257 152 642 126 546 398 363 298 228 486 72 67740 100709 100579 14865 85714 2505 9804 7951 1039 680 131 6912 549
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=51
num_cat=0
split_feature=4 13 1 8 6 3 0 6 5 12 4 8 6 0 0 0 1 0 8 13 7 14 8 0 5 6 5 1 1 8 13 12 14 5 8 3 1 7 10 2 1 9 14 13 13 1 3 10 8 2
split_gain=0.0086476 0.0218845 0.0191686 0.0149312 0.0167373 0.0163181 0.0156012 0.0206897 0.01502 0.0182686 0.0152914 0.014063 0.0134415 0.0236699 0.0169563 0.013352 0.029424 0.048764 0.0350003 0.0154017 0.0133099 0.0227524 0.0167647 0.0163797 0.0164114 0.0143311 0.0127743 0.0217728 0.0288497 0.03749 0.0132958 0.0125348 0.0157157 0.0164786 0.0200394 0.0152952 0.0149856 0.014659 0.0188556 0.0172796 0.013994 0.01384 0.0134262 0.0132643 0.0142553 0.0134343 0.0130613 0.0193297 0.0126944 0.0126653
threshold=3.5000000000000004 0.87750000000000006 2438.1594628963853 9.5000000000000018 1.0000000180025095e-35 26.500000000000004 750.05186893448547 5.5000000000000009 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 688.01059651735227 773.3327466365821 1203.0768547389173 1385.6581314443542 1364.7041533538422 1.0000000180025095e-35 0.49390243902439029 2.5000000000000004 0.38548951048951058 5.5000000000000009 865.45763568221207 4.5000000000000009 1.5000000000000002 6.5000000000000009 3241.4713401430272 2790.319728588885 3.5000000000000004 0.57979626485568769 2.5000000000000004 0.19399641577060936 5.5000000000000009 2.5000000000000004 10.500000000000002 1228.6570092455443 2.5000000000000004 0.53452380952380962 3.5000000000000004 2392.1183921884472 2.5000000000000004 0.39736842105263165 0.10762548262548265 0.04210992907801419 2311.1327031133555 23.500000000000004 0.85092592592592597 5.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 5 -4 7 -6 9 -8 -11 20 15 -14 -15 31 18 -18 -17 -20 22 23 25 24 -22 -12 30 28 -28 -30 -27 35 33 37 43 36 42 38 41 -39 46 -33 -1 44 -35 -45 49 -48 -34 -37
right_child=1 -3 3 -5 6 -7 8 -9 -10 10 11 -13 13 14 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31 -32 32 48 34 -36 40 -38 39 -40 -41 -42 -43 -44 45 -46 -47 47 -49 -50 -51
leaf_value=3.0673730495796444e-05 9.3927617256690223e-07 5.9748252934099715e-05 -0.00068662458757198113 -0.0010249341684205624 3.5712448378035336e-05 0.00037914238271823282 -0.0006409081661764677 0.0010070734330936552 0.00026873636976626979 -0.0012152883216913326 -0.00031890810085398338 -0.0011103067571050763 0.0016850330343004317 -0.0010047884881496431 0.00053078390258178845 -0.00022553812611747433 0.00040982693896489034 -0.0024295019125565886 0.0011392627002262488 0.0027791780991141095 -0.00077017815677787773 0.00035420758299674289 -0.00071153598616965907 -0.00064263654130377375 0.00062218763714091919 -7.3556201522447305e-06 0.00036967453005755407 -0.00046046810048456133 0.0032338413856923577 0.00043670010965560441 0.0013255335283611203 -0.00013046662942251471 -7.0253814459825774e-05 0.00023432468296959998 3.0664135626204667e-06 4.1374831910871619e-05 -0.0001410481636396652 -0.00027996578944702096 6.6068753802289026e-05 0.00077520573977380997 -0.00064186456935963585 2.5142710699766437e-05 -3.4278763150297153e-05 1.8027227085186781e-05 0.0013098999691401544 0.0012698474571852085 0.0011829272443234611 7.4187491884259276e-05 -0.00067260520361080796 -2.020277508079043e-05
leaf_weight=11768 153575 17636 218 48 350 43 210 65 185 32 131 34 32 25 64 37 62 20 41 22 33 111 63 291 59 290 88 37 25 23 20 3212 14486 48 365 27027 2448 723 5848 41 79 2574 24562 122 86 26 60 114 88 12084
leaf_count=11768 153575 17636 218 48 350 43 210 65 185 32 131 34 32 25 64 37 62 20 41 22 33 111 63 291 59 290 88 37 25 23 20 3212 14486 48 365 27027 2448 723 5848 41 79 2574 24562 122 86 26 60 114 88 12084
internal_value=0 6.99704e-06 -1.10493e-05 -0.00015211 -0.000133958 -0.000511038 -8.58789e-05 0.000187853 -0.000155486 -0.000209723 -0.000136523 -0.000107875 -7.91595e-06 0.000518773 9.94433e-05 -8.5175e-06 0.000419374 -0.000282692 0.000995068 0.00171193 -7.87694e-05 -0.000276107 6.5226e-05 -0.000458783 0.000122752 0.000144926 0.000270728 0.000614937 0.000907511 0.00189354 7.86372e-05 -9.25384e-06 -3.82076e-05 1.65813e-06 0.000247656 9.79762e-07 -2.13078e-05 -1.11795e-05 2.75302e-06 -0.00022334 2.29355e-05 -6.12412e-05 -1.32394e-05 0.000564235 0.000924619 0.000237942 2.42724e-05 0.000456512 -7.38909e-05 2.23494e-05
internal_weight=0 171211 108420 2356 2308 261 2047 415 1632 1447 1237 1205 106064 121 89 105943 182 82 100 63 1171 494 677 383 92 614 483 173 136 48 310 105761 27619 13045 647 78142 38778 12398 11634 764 39364 5786 36330 282 134 148 39285 174 14574 39111
internal_count=279631 171211 108420 2356 2308 261 2047 415 1632 1447 1237 1205 106064 121 89 105943 182 82 100 63 1171 494 677 383 92 614 483 173 136 48 310 105761 27619 13045 647 78142 38778 12398 11634 764 39364 5786 36330 282 134 148 39285 174 14574 39111
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=51
num_cat=0
split_feature=8 5 3 0 2 6 3 5 4 0 6 6 14 7 0 3 10 6 3 12 1 5 1 1 3 13 5 6 4 14 10 6 4 3 14 12 4 4 0 14 9 4 3 1 14 14 1 4 9 12
split_gain=0.00843805 0.0137754 0.0115728 0.0114941 0.0112436 0.0224901 0.0212583 0.0143466 0.0127352 0.0144892 0.0125856 0.0107269 0.0172306 0.0193927 0.015736 0.0148246 0.0155896 0.0160914 0.0168339 0.0259643 0.0151377 0.0140491 0.0138353 0.0130756 0.0130145 0.0163249 0.0129337 0.0137527 0.0128693 0.0168051 0.0224612 0.0282782 0.0160027 0.020473 0.0128561 0.0271386 0.0238059 0.0154754 0.0121159 0.0161803 0.0116273 0.0115871 0.0114126 0.0113686 0.013635 0.0133742 0.0126468 0.0122814 0.0109945 0.0108725
threshold=1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1222.5833773881889 3.5000000000000004 4.5000000000000009 36.500000000000007 8.5000000000000018 11.500000000000002 1222.5833773881889 1.0000000180025095e-35 1.5000000000000002 0.46049896049896061 3.5000000000000004 1222.5833773881889 17.500000000000004 0.30151515151515157 1.0000000180025095e-35 23.500000000000004 3.5000000000000004 2157.1361945500553 4.5000000000000009 3521.6014656366374 3091.4684149673285 25.500000000000004 0.031754032258064523 1.5000000000000002 5.5000000000000009 9.5000000000000018 0.074537037037037054 0.22792207792207794 3.5000000000000004 7.5000000000000009 27.500000000000004 0.32200460829493094 4.5000000000000009 4.5000000000000009 5.5000000000000009 907.74089229267565 0.084219858156028379 2.5000000000000004 10.500000000000002 25.500000000000004 1670.9124033635953 0.17445652173913045 0.23606811145510839 2251.1234410074267 8.5000000000000018 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 10 -7 8 11 -10 -6 15 13 24 26 20 17 -17 34 40 -4 23 41 42 43 -26 -15 -28 29 -27 31 -31 33 -32 35 -19 -37 -38 -21 -40 -20 -18 -14 -13 -45 46 -46 -47 -36 -49
right_child=-2 2 4 -5 5 6 -8 -9 9 -11 -12 12 21 14 -16 16 22 18 19 38 -22 -23 -24 -25 25 28 27 -29 -30 30 32 -33 -34 -35 48 36 37 -39 39 -41 -42 -43 -44 44 45 47 -48 49 -50 -51
leaf_value=-9.1967728062673977e-06 -6.7983390786203249e-06 2.665939020897319e-06 4.6562810490764664e-05 -0.00082517543341964483 -0.00020947291005189787 0.00069929961431625999 -0.0010297041072044521 0.00076567568380916896 0.0014473435026593508 8.4189351996015333e-05 -2.0995481628837802e-06 0.00011664807251990042 7.9255738958111145e-05 -1.3688688987814304e-05 0.00044797776135965253 0.00016684127270450938 0.00018763971192971681 -0.00050931966661493181 0.00023018983227822383 0.0010236272035399451 -0.00080793167095320187 0.00066932978470167319 -0.00093991601736181311 -0.0010511901660356672 -0.00053831389501552893 -0.00013873363674182684 -0.00059523278982461696 -0.0019092090978202495 -0.00020034117438573986 -0.00086816100479659834 7.1074898137753328e-05 0.0012724249815046617 0.0019222706830381261 0.0018005801262916067 -2.0522368525779548e-05 -0.00068381238374710831 0.0013230863443136009 0.00017403546271019704 -0.0013539386813395792 3.1904109945411192e-05 0.0015074445590452881 0.0010533853080302764 0.00073190829037533454 1.6138764536805918e-05 -0.00022474353669245232 -0.00010642246744952245 -0.00071186320947060283 -0.00010576608929904584 0.0010103686184655609 0.0013735927736248685
leaf_weight=46791 173399 25076 15848 42 1059 160 20 71 35 44 2367 894 2291 90 48 1108 4289 477 28 20 52 108 27 25 54 62 210 22 69 36 44 27 48 28 339 53 45 84 28 85 49 39 69 1856 539 1221 177 23 28 27
leaf_count=46791 173399 25076 15848 42 1059 160 20 71 35 44 2367 894 2291 90 48 1108 4289 477 28 20 52 108 27 25 54 62 210 22 69 36 44 27 48 28 339 53 45 84 28 85 49 39 69 1856 539 1221 177 23 28 27
internal_value=0 1.10967e-05 2.70714e-05 1.2817e-06 4.59446e-05 -3.75784e-05 0.000507188 5.57498e-05 5.4105e-05 0.000688118 -6.62001e-05 5.24664e-05 2.58372e-06 -4.70315e-05 -0.000396569 7.00542e-05 0.000132443 2.84761e-05 -9.55601e-05 0.000312306 4.37682e-05 0.000111546 0.000188402 8.6288e-05 -2.16977e-05 0.000264729 -0.000522464 -0.000719834 0.000402832 0.000572705 0.000813739 4.9233e-05 0.0012151 0.00074366 -0.000179041 -0.000311122 0.000208329 0.000574867 -0.000110721 -0.000311491 0.00104299 0.000195441 9.83375e-05 -4.39491e-05 -8.1309e-05 -0.000172332 -0.000345163 -7.49705e-05 5.81287e-05 0.000693088
internal_weight=0 106232 59441 25118 34323 3606 180 30717 30646 79 3426 30567 7968 5475 370 22599 6699 2344 1236 210 15900 2493 4355 2385 5105 368 322 232 314 245 183 63 120 72 1026 659 182 129 133 113 77 4328 2360 4737 3843 1987 716 1271 367 50
internal_count=279631 106232 59441 25118 34323 3606 180 30717 30646 79 3426 30567 7968 5475 370 22599 6699 2344 1236 210 15900 2493 4355 2385 5105 368 322 232 314 245 183 63 120 72 1026 659 182 129 133 113 77 4328 2360 4737 3843 1987 716 1271 367 50
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=51
num_cat=0
split_feature=4 7 2 9 10 9 6 0 0 3 2 12 5 14 0 0 13 3 7 0 4 6 0 9 10 10 14 3 3 12 14 13 4 6 13 10 3 3 13 10 8 10 3 0 13 14 0 1 6 3
split_gain=0.00838447 0.00849662 0.0260786 0.0203725 0.0235618 0.0272191 0.0343262 0.027715 0.0240526 0.0238817 0.0214007 0.0196003 0.0169017 0.0235091 0.022338 0.0166906 0.0293607 0.0199945 0.0183006 0.0166642 0.0174241 0.0173168 0.0183976 0.0311087 0.0285563 0.0240325 0.0165775 0.0465974 0.0185899 0.0165551 0.0175513 0.024308 0.0164014 0.0163355 0.0213524 0.0165845 0.0158934 0.0172169 0.0186482 0.0296619 0.0168343 0.0158263 0.0212445 0.0205333 0.0345588 0.0243453 0.0223813 0.0203135 0.0256949 0.025545
threshold=16.500000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.6198686371100165 1.5000000000000002 1.5000000000000002 1007.5118299007487 441.51958211472498 26.500000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 0.62331081081081086 972.47622060718538 1321.1033005038273 0.42206477732793529 23.500000000000004 2.5000000000000004 1159.2799263297591 9.5000000000000018 4.5000000000000009 567.96562146599206 3.5000000000000004 0.49418604651162795 0.17445652173913045 0.18065268065268067 33.500000000000007 33.500000000000007 6.5000000000000009 0.037749287749287756 0.13680926916221037 3.5000000000000004 4.5000000000000009 0.83527131782945752 0.78647416413373872 21.500000000000004 28.500000000000004 0.031754032258064523 0.84731934731934744 3.5000000000000004 0.52440476190476204 33.500000000000007 983.43194644661196 0.074537037037037054 0.091966173361522213 712.68736108603218 3906.2051313837133 8.5000000000000018 39.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 8 -6 12 9 -3 33 15 -1 -7 -14 -15 18 17 -17 -10 20 21 22 23 24 -4 -25 28 -28 -23 30 31 -24 -13 -8 35 -35 -9 40 39 -39 -38 47 43 46 -45 -46 -43 -5 49 -49
right_child=-2 3 19 41 5 6 7 36 10 -11 -12 32 13 14 -16 16 -18 -19 -20 -21 -22 26 29 25 -26 -27 27 -29 -30 -31 -32 -33 -34 34 -36 -37 37 38 -40 -41 -42 42 -44 44 45 -47 -48 48 -50 -51
leaf_value=5.9490249394353699e-06 0.00078513059039216722 0.00012156361191526091 0.0002160220074427366 4.1842705302054245e-05 -1.905346818972799e-05 1.9492075204764036e-05 -8.455755373832255e-06 -0.00058179518335152339 -4.823314004040932e-05 0.00037901731033879274 0.00029020713112129395 -5.892911824621361e-06 8.9629635410904223e-05 0.00023808066634418968 0.00087519148889118057 -0.0010008914861828089 0.0010596471199567211 0.00014654641588873123 -0.00013848604194189318 -0.0014051503143491574 0.00029960767934520121 0.00044112796202171016 -0.0022769293876917797 -6.7904463143865482e-05 -0.00029685737168979676 -0.00058929408661728244 0.00027268782127562604 -0.0021680196397937837 0.0021126594175473741 7.7581213649488903e-05 -0.00023798398620207128 3.0582911235147288e-05 9.3226579414346219e-05 -0.00023326713912742768 0.0004428450990720497 -0.0012814761112049501 0.00026336600885017484 -0.00037602951442595903 -0.00043783208342913554 0.001429806138401398 -0.00077603822987940582 -0.00015425763722657775 0.00034125082464406199 -0.0010038742992379236 0.00088383628742751445 -0.00027456354371167092 7.5878656710880358e-05 -0.0003879697246196876 -0.0019371345605967299 0.00019584015237294073
leaf_weight=99115 34 2011 1286 33050 53560 5163 3102 301 33980 386 443 6160 6765 1795 149 41 85 513 6729 24 281 80 25 635 344 339 176 22 21 436 2527 21 12942 74 48 77 290 59 526 37 45 2265 312 155 52 355 1980 491 21 303
leaf_count=99115 34 2011 1286 33050 53560 5163 3102 301 33980 386 443 6160 6765 1795 149 41 85 513 6729 24 281 80 25 635 344 339 176 22 21 436 2527 21 12942 74 48 77 290 59 526 37 45 2265 312 155 52 355 1980 491 21 303
internal_value=0 -9.54746e-08 9.63763e-06 -7.901e-06 -1.83959e-05 -8.79006e-07 5.08521e-05 -6.22561e-05 -4.73402e-05 6.88692e-06 -5.5468e-05 1.48868e-05 9.11722e-05 0.000133667 0.000286913 -5.91715e-05 0.000194385 6.16277e-05 -6.31515e-05 -9.01764e-05 -8.50805e-05 -0.000103365 -0.000123115 -2.58082e-05 0.000107782 -0.000249374 0.0002674 1.4981e-06 0.000788674 -0.000207325 -0.000255603 -0.0012235 6.12626e-05 -3.66279e-05 -0.000475773 -0.000767784 -0.000264903 -0.000165233 -0.000320872 0.00031997 0.000123745 2.33756e-05 -5.85651e-05 -8.45153e-05 -0.000368525 -0.000126562 -4.69149e-05 3.57616e-05 -0.000210839 -0.000165181
internal_weight=0 279597 124434 155163 116179 72377 18817 4945 43802 3687 41791 118217 13872 8709 1944 41348 639 554 40709 6217 6193 5912 5613 2604 1630 974 299 198 101 3009 2573 46 19102 3301 199 151 1258 957 622 96 335 38984 5119 4807 562 407 4245 33865 815 794
internal_count=279631 279597 124434 155163 116179 72377 18817 4945 43802 3687 41791 118217 13872 8709 1944 41348 639 554 40709 6217 6193 5912 5613 2604 1630 974 299 198 101 3009 2573 46 19102 3301 199 151 1258 957 622 96 335 38984 5119 4807 562 407 4245 33865 815 794
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=51
num_cat=0
split_feature=0 1 14 0 10 0 1 7 10 6 4 1 13 1 13 8 8 5 12 13 1 13 13 12 10 8 9 10 9 10 0 10 0 12 2 10 13 0 0 12 4 14 10 13 10 1 6 8 14 13
split_gain=0.00845961 0.00992129 0.00877345 0.0111419 0.0116931 0.0214377 0.0341533 0.018722 0.0180424 0.0140548 0.0158059 0.0162193 0.030209 0.0213763 0.019245 0.0156797 0.0127633 0.0124123 0.0122293 0.0120223 0.0115902 0.0160297 0.0178233 0.0173189 0.0141937 0.0135353 0.0120474 0.0152963 0.0502549 0.0214898 0.0121822 0.0120025 0.0163412 0.0114337 0.0112047 0.0230403 0.0247441 0.023425 0.0276707 0.019076 0.0153676 0.0149987 0.0207628 0.016964 0.0162501 0.0154287 0.0169196 0.0207201 0.014567 0.0143634
threshold=355.87763915758541 985.46635494155419 0.077677224736048281 486.27124121777877 0.96609195402298864 1146.5960345662522 3438.6371619929478 6.5000000000000009 0.97014260249554385 1.0000000180025095e-35 7.5000000000000009 3091.4684149673285 0.12060606060606062 3741.8673850150876 0.32200460829493094 3.5000000000000004 3.5000000000000004 7.5000000000000009 6.5000000000000009 0.26393188854489169 2486.2186977821766 0.65450928381962881 0.087595907928388769 2.5000000000000004 0.042572463768115944 1.5000000000000002 2.5000000000000004 0.61651583710407254 1.5000000000000002 0.77913279132791347 781.39118733466205 0.067816091954023008 633.83839370098701 3.5000000000000004 2.5000000000000004 0.95060975609756104 0.04210992907801419 803.94840676866716 880.4064522592422 3.5000000000000004 7.5000000000000009 0.045983086680761107 0.61651583710407254 0.33712121212121215 0.60232558139534886 1878.9294241168266 3.5000000000000004 4.5000000000000009 0.070598006644518277 0.28708791208791212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 9 6 8 17 16 10 20 15 13 -13 -14 18 19 33 -12 -6 26 22 24 -24 -22 -25 27 -5 -29 -30 -31 -28 -33 -7 -11 41 40 -38 39 -39 -37 43 -43 -36 -45 -44 47 -47 -40 -41
right_child=2 -3 -4 4 5 7 -8 -9 -10 34 11 12 14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 31 28 29 30 -32 32 -34 -35 35 36 37 38 48 49 -42 42 45 44 -46 46 -48 -49 -50 -51
leaf_value=-0.00046730079206961246 0.00022716180428558944 -6.9718276800448934e-05 3.369661737909719e-06 -0.00011456212848526443 0.0017169604019727559 0.0006704779113680425 0.002312749158591032 -0.0013612884422333016 -5.9714106163640221e-05 -1.2704009409902049e-05 0.0002690082313233125 -0.0009494058733995486 0.00092611211136984335 0.00074435649275588021 -0.00072212538013801623 0.0016470002727583051 0.00011014933345926016 0.00055423695835974307 0.0012351782604431115 0.00040566726378968049 0.00083080999820080213 0.0011297364147258516 -0.0016164658563125327 -0.00057517905206343407 -6.0514330442228908e-05 -6.880993905045881e-05 -4.4315164536182806e-05 -7.1021874274172355e-05 0.00018803653597659835 0.00035285006070279981 0.00097415268474957306 -4.3402378030060042e-06 0.00038396054233543072 -0.00038433760863457189 -5.9919360327794546e-05 -0.0016394079287420029 0.00056651222777353335 -0.0017983317986363545 0.0001121067089305227 -0.0011059560539276416 -0.00018408300910288325 -0.00017743081985636982 0.00037492376838653245 0.0003154791614850472 -0.00027057046741086607 -6.2611066172468574e-05 0.00053902192310555075 -0.0011673982130984467 -0.0007384379547659938 0.00046461520687444139
leaf_weight=190 423 901 252902 2457 44 31 24 27 133 6101 363 98 77 23 23 25 43 77 36 29 53 23 27 260 284 268 636 2384 602 143 176 454 672 150 2406 60 70 51 173 37 26 4578 289 642 145 746 109 45 71 24
leaf_count=190 423 901 252902 2457 44 31 24 27 133 6101 363 98 77 23 23 25 43 77 36 29 53 23 27 260 284 268 636 2384 602 143 176 454 672 150 2406 60 70 51 173 37 26 4578 289 642 145 746 109 45 71 24
internal_value=0 -0.000138958 5.44278e-07 -2.73263e-05 -3.15955e-05 0.000194743 0.000511396 -0.000108577 0.000337771 -3.67176e-05 1.27089e-05 0.000251274 -9.60173e-05 -0.000627451 0.000547017 0.000432291 0.000793509 2.2521e-05 0.000356181 0.00119604 -5.52479e-06 -0.000173553 -0.000207158 -0.000381319 7.96643e-05 -0.000318158 1.49093e-05 -2.00779e-05 5.01635e-05 0.000363851 0.000695638 0.000129323 0.000227399 -0.000203679 -6.5549e-05 -9.9587e-05 -0.000425808 -0.000269632 -0.000434043 -0.00108468 -0.00119943 -8.09457e-05 -0.000129081 5.99403e-06 0.000207503 5.70779e-05 -4.4986e-05 -0.000125462 -0.000135388 -0.000488026
internal_weight=0 1091 278540 25638 25215 558 273 285 249 24657 9084 645 221 121 100 424 116 258 399 73 8439 915 892 555 337 528 7524 5762 3305 921 319 1762 1126 181 15573 9472 512 426 356 112 86 8960 5767 3193 787 1189 900 791 244 61
internal_count=279631 1091 278540 25638 25215 558 273 285 249 24657 9084 645 221 121 100 424 116 258 399 73 8439 915 892 555 337 528 7524 5762 3305 921 319 1762 1126 181 15573 9472 512 426 356 112 86 8960 5767 3193 787 1189 900 791 244 61
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=51
num_cat=0
split_feature=2 10 6 0 6 12 0 8 5 7 0 14 4 6 2 14 14 0 2 12 10 5 14 10 14 14 4 3 12 1 5 0 6 0 0 3 3 1 0 13 13 6 10 7 0 6 14 10 14 0
split_gain=0.00839888 0.0328713 0.0223745 0.016594 0.0172232 0.00987915 0.0106228 0.00956599 0.0224677 0.015681 0.0176141 0.0179507 0.0173731 0.0176029 0.0149841 0.0171843 0.0147253 0.0139478 0.013854 0.022176 0.0209945 0.0267266 0.0213235 0.019541 0.0195212 0.0353445 0.0373506 0.0308068 0.027561 0.0326512 0.0210168 0.0205228 0.0148456 0.0299649 0.0188364 0.0271327 0.0166945 0.0367987 0.0231412 0.0185577 0.0171844 0.0145303 0.0165546 0.0173374 0.0159348 0.0232428 0.0332624 0.0379186 0.020425 0.0196153
threshold=4.5000000000000009 0.33666666666666673 7.5000000000000009 692.36069680889545 4.5000000000000009 9.5000000000000018 773.3327466365821 3.5000000000000004 3.5000000000000004 2.5000000000000004 891.78880821500877 0.49418604651162795 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 0.10762548262548265 0.084219858156028379 473.58088045802202 3.5000000000000004 6.5000000000000009 0.69337606837606847 6.5000000000000009 0.16064516129032261 0.97402159244264519 0.072299651567944254 0.04819976771196284 6.5000000000000009 42.500000000000007 9.5000000000000018 3741.8673850150876 4.5000000000000009 1095.150540518749 3.5000000000000004 666.84477303935716 937.98699740156701 18.500000000000004 20.500000000000004 2423.1344677252664 757.83164246805711 0.17445652173913045 0.080540540540540564 1.5000000000000002 0.7231800766283526 6.5000000000000009 865.45763568221207 4.5000000000000009 0.17445652173913045 0.059714795008912663 0.22361111111111112 899.47091450355208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -5 8 9 -1 12 -12 13 -11 15 -15 -14 -16 32 23 24 22 -22 41 25 -21 -27 28 29 -26 -31 -32 36 -34 35 -35 37 39 -38 40 -10 42 43 -20 -43 46 49 -48 -49 -46
right_child=1 -3 -4 4 -6 -7 -8 -9 18 10 11 -13 16 14 17 -17 -18 -19 19 20 21 -23 -24 -25 27 26 -28 -29 -30 30 31 -33 33 34 -36 -37 38 -39 -40 -41 -42 44 -44 -45 45 -47 47 48 -50 -51
leaf_value=-1.3763697176342358e-06 0.0003388496512399404 -0.0002818700329315803 0.0015840564947575333 -1.4160463286640301e-05 0.00067599942643758201 0.00088246068362856202 -0.00056821752255749921 -3.754998026899988e-05 2.5415214299254062e-05 3.8063842678839182e-05 -0.00017940187070469472 5.59788406564507e-05 0.00048952474010976479 -0.00038842749621452433 0.00084465366273404679 -9.8359772089407353e-05 6.9015882411700569e-05 4.8477733694198837e-05 -0.00014599924154787934 0.00037509806908409313 -0.0018331998805012054 0.00089703688256280586 0.00019317755577503705 0.0014460288620154775 0.00040928658943679768 0.00022855748647998553 -0.002119166731588646 -0.0013103059556504543 -0.00054109771432274065 0.00037131860660987776 0.0013209833138962351 0.0029686066429820603 0.00053202181302252119 0.00023297455323416282 -8.9950324159246125e-07 -0.00038976239899211115 0.00034294347625952342 -0.0016948467755179492 7.8775660587435858e-05 -1.9985121534325327e-06 0.0001733007092315498 8.5450103812736202e-05 -0.00067108756656733819 0.0011051705269242772 -0.0012593596003516096 -0.0007680221109885488 0.0020313355792313816 0.0012057971762653719 -8.3460166025456584e-05 -0.00020819450395980052
leaf_weight=199135 804 405 30 219 71 21 143 16542 4401 3722 3949 1019 242 584 61 4062 1490 560 2485 140 37 23 20 21 233 32 36 22 46 35 63 27 197 218 1685 885 886 31 12891 16047 3548 1746 151 28 58 143 30 37 181 189
leaf_count=199135 804 405 30 219 71 21 143 16542 4401 3722 3949 1019 242 584 61 4062 1490 560 2485 140 37 23 20 21 233 32 36 22 46 35 63 27 197 218 1685 885 886 31 12891 16047 3548 1746 151 28 58 143 30 37 181 189
internal_value=0 0.000111028 0.000234572 0.00020239 -3.92701e-05 -0.000171866 -0.000233028 -6.76305e-07 1.65718e-06 -5.16811e-06 -5.32954e-05 -0.000131122 -1.72312e-05 -4.51701e-05 -0.000103989 -0.000134821 0.000127771 0.000126685 3.31404e-05 -3.92848e-05 0.000221599 -0.000541662 -0.00112219 -7.60319e-05 0.000317909 -7.91463e-05 -0.00101436 0.000511777 0.000610999 0.000759034 0.00141096 0.00181527 4.34087e-05 -6.39392e-05 -0.00010605 -0.000266683 5.18849e-05 2.67246e-05 9.57643e-05 2.89487e-05 9.14232e-05 -8.23637e-05 -0.000162612 -0.000132059 7.3093e-06 -0.000206537 -4.433e-05 0.000364711 0.000135359 -0.000455027
internal_weight=0 1693 1288 1258 454 383 362 277938 261396 214824 15689 4968 10721 8989 5267 4646 1732 621 46572 5783 714 80 57 5069 634 208 68 426 404 358 125 90 40789 2985 2788 1103 37804 24027 13777 23996 7949 5048 2664 2513 2384 638 495 248 218 247
internal_count=279631 1693 1288 1258 454 383 362 277938 261396 214824 15689 4968 10721 8989 5267 4646 1732 621 46572 5783 714 80 57 5069 634 208 68 426 404 358 125 90 40789 2985 2788 1103 37804 24027 13777 23996 7949 5048 2664 2513 2384 638 495 248 218 247
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=51
num_cat=0
split_feature=5 8 14 4 0 5 8 10 13 10 3 0 1 8 5 10 6 10 1 10 2 5 0 14 12 4 13 0 1 3 7 3 10 14 3 9 0 0 1 0 6 2 10 10 1 13 0 13 4 4
split_gain=0.00804405 0.0100133 0.0133871 0.00812833 0.00970107 0.010441 0.0131617 0.011376 0.00906028 0.0100334 0.00780008 0.00770749 0.00923797 0.00779365 0.011255 0.0112918 0.0158609 0.0188978 0.0167534 0.0153818 0.0174213 0.0163345 0.0156701 0.0279549 0.0262478 0.0135738 0.0237227 0.0291908 0.0135038 0.0146162 0.0142289 0.0133453 0.0122914 0.0198108 0.0232617 0.0117428 0.0130475 0.0111933 0.0237738 0.0106619 0.0234641 0.0103528 0.0394666 0.0382391 0.0767218 0.0251263 0.0326739 0.0255672 0.0206484 0.013767
threshold=18.500000000000004 11.500000000000002 0.24190177638453506 1.0000000180025095e-35 1104.0542682349771 3.5000000000000004 1.5000000000000002 0.75337837837837851 0.061553030303030311 0.913664596273292 44.500000000000007 355.87763915758541 940.61843036718403 1.0000000180025095e-35 1.0000000180025095e-35 0.81322674418604668 5.5000000000000009 0.43826219512195125 2287.1494267431067 0.50490196078431382 3.5000000000000004 2.5000000000000004 1070.0586822807675 0.18065268065268067 3.5000000000000004 10.500000000000002 0.080540540540540564 1124.0910823067372 2350.1708904636766 28.500000000000004 3.5000000000000004 9.5000000000000018 0.71240601503759404 0.065942028985507259 20.500000000000004 2.5000000000000004 625.94960935577217 450.88278980212209 898.5532874204041 481.22977250753871 2.5000000000000004 1.5000000000000002 0.49418604651162795 0.93218390804597717 1396.6810752259844 0.19756097560975613 1321.1033005038273 0.39736842105263165 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 -7 -10 -2 12 -5 14 -13 16 19 18 -18 39 21 28 32 24 -24 37 27 -27 31 30 -30 -21 -23 -34 -35 -33 -37 -17 -39 40 -16 42 -15 44 45 49 47 -47 -49 -44
right_child=10 2 -4 11 -6 6 7 -9 9 -11 -12 13 -14 41 15 25 17 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 29 -31 -32 35 33 34 -36 36 -38 38 -40 -41 -42 -43 43 -45 -46 46 -48 48 -50 -51
leaf_value=-0.00024399828796741816 0.00080562078204574224 0.00020691716547488519 -0.0014083766846632554 -0.00071981952378769975 -0.0010671798342459457 -0.00025584622568809815 -0.00069052500460141646 1.8217838138117139e-05 8.1589982280117537e-05 0.00085290077523143045 -0.00022041143168246855 -6.6765001061044202e-06 -9.6079080152341157e-05 0.0023202366237951304 7.5710399911350066e-05 -0.00012363374132069293 0.001628962376033575 -0.00021810495559798759 0.0004582469594606664 -5.1678390194972648e-05 -0.00018957070231408581 0.00010669819951772892 0.0028734613082964312 -1.8774427723551751e-05 0.00083520698702029363 0.0028685733652673664 -0.00010693161546861609 0.00019950302140343758 -0.00017502192561739819 0.00091762236687796322 -0.0014519398697935369 0.00017061959287802548 -0.00069007789403686352 0.00038412272616426227 0.0014867015119244603 -0.00028375014757533432 0.00013842416471398301 0.0016135304681602462 5.1527263625751984e-06 9.6806277332740277e-06 0.00073959454865594717 -6.0229293064282012e-06 -0.00017816969438603049 0.001925459468771738 -0.0030290996003896 0.0011319029227776741 0.0021082088247769411 0.00027199413768747553 -0.0012153955462521741 -0.0017028607882093639
leaf_weight=641 59 23 29 63 27 48 75 231 74 98 27 46184 1028 22 3744 1779 41 72 120 1105 490 766 22 61 56 20 52 21 424 29 23 4432 34 273 58 322 424 23 21456 22834 138 171875 57 27 20 52 27 70 35 20
leaf_count=641 59 23 29 63 27 48 75 231 74 98 27 46184 1028 22 3744 1779 41 72 120 1105 490 766 22 61 56 20 52 21 424 29 23 4432 34 273 58 322 424 23 21456 22834 138 171875 57 27 20 52 27 70 35 20
internal_value=0 -1.48744e-07 -0.00069392 -1.96667e-08 -0.000130198 -0.00010852 5.65784e-05 -0.000155494 0.000351551 0.000521058 0.000483494 5.38844e-07 -0.000132097 1.06086e-06 1.17973e-05 2.63027e-05 4.40784e-05 0.000455251 0.000756379 4.13594e-05 9.98624e-05 0.000117526 0.000282051 0.00078304 0.0014101 -6.97004e-07 0.000602157 0.00150149 8.66123e-05 -0.000170153 -0.000240725 0.000106065 0.00022048 0.000459265 0.000577324 0.000139728 -4.38012e-05 -3.10759e-06 6.875e-06 2.27044e-05 9.93106e-05 -5.48574e-06 0.0002743 0.000128162 -4.45322e-05 0.00018417 0.000501529 0.000225221 -0.000223802 -0.000574193
internal_weight=0 279545 52 279493 1194 1167 526 306 220 172 86 278299 1091 277208 105003 58819 35468 233 161 35235 8519 8029 1270 139 78 23351 93 41 6759 476 447 6283 1131 365 331 5178 746 23258 21479 26716 3882 172205 330 308 281 261 184 157 105 77
internal_count=279631 279545 52 279493 1194 1167 526 306 220 172 86 278299 1091 277208 105003 58819 35468 233 161 35235 8519 8029 1270 139 78 23351 93 41 6759 476 447 6283 1131 365 331 5178 746 23258 21479 26716 3882 172205 330 308 281 261 184 157 105 77
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=51
num_cat=0
split_feature=14 4 14 1 13 0 12 5 13 7 14 3 2 0 3 0 8 3 5 6 0 3 0 0 13 0 10 10 10 13 9 7 2 9 10 9 6 0 3 1 4 3 1 0 0 14 6 4 10 12
split_gain=0.00778069 0.00996422 0.0156444 0.013823 0.0122236 0.0116958 0.0114963 0.0139549 0.0172196 0.0118545 0.0175669 0.0153422 0.0148275 0.0108879 0.0108083 0.00873508 0.00847328 0.0152039 0.0106002 0.0231714 0.0103923 0.0226314 0.0101414 0.00913106 0.0105244 0.00999955 0.0208769 0.0209025 0.0150269 0.00908562 0.0082251 0.0081861 0.0221012 0.0177814 0.0221079 0.0241185 0.0337955 0.0272521 0.0234735 0.0219711 0.0186013 0.0177338 0.0253291 0.0196277 0.0182796 0.0180325 0.0170942 0.0174282 0.016802 0.0163698
threshold=0.029857397504456332 12.500000000000002 0.099019607843137278 3438.6371619929478 0.28062500000000007 1027.0057469844974 5.5000000000000009 3.5000000000000004 0.05634920634920635 1.5000000000000002 0.23166368515205729 35.500000000000007 3.5000000000000004 1222.5833773881889 49.500000000000007 1159.2799263297591 5.5000000000000009 39.500000000000007 9.5000000000000018 3.5000000000000004 972.47622060718538 34.500000000000007 1159.2799263297591 1187.5997340955021 0.43826219512195125 1086.8692189335923 0.35388994307400384 0.13423423423423428 0.58434959349593507 0.03883861236802414 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.62645348837209314 1.5000000000000002 1.5000000000000002 1013.9723183850269 26.500000000000004 1200.5930205483244 3.5000000000000004 12.500000000000002 1476.6985309953463 1222.5833773881889 821.95600019910705 0.29864864864864871 2.5000000000000004 10.500000000000002 0.73746867167919816 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 14 5 -4 6 -3 9 8 -8 -5 -11 -12 -13 -9 31 -6 18 22 20 -20 21 -1 -18 25 29 26 27 -22 -28 -25 -23 32 41 34 39 -36 -37 38 -38 -33 49 42 43 45 -44 -2 47 48 -34 -40
right_child=1 2 3 4 15 -7 7 13 -10 10 11 12 -14 -15 -16 -17 17 -19 19 -21 23 30 -24 24 -26 -27 28 -29 -30 -31 -32 33 46 -35 35 36 37 -39 40 -41 -42 -43 44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00011385543282133636 4.4240041602218371e-05 0.0015048191840053603 0.00084278622606244111 0.00014154944286789173 0.0013743436813060924 0.0004059026136151489 0.00042634648158967209 0.00091502627151467922 -0.0012830035596647683 -0.0016271547817338545 -0.0013681056114602025 -0.00079398006339380075 0.00097748429850778667 -3.6007681606301612e-06 0.0010610381524505405 9.6887530889944184e-05 -0.0019928041692103514 0.0003734714229887521 0.0018191972477573225 -0.00033269668808849211 8.6537253050862452e-05 0.0017652890001911494 -0.00045665606157854202 0.00052764535348615027 0.00087592011186643504 -0.0010072640097163975 0.0014364645731720057 -0.0020020662668393924 -0.00030975761172677657 -0.00039984505209042184 0.00048369136164828599 5.0782382118352303e-05 -0.00012123589073807361 2.159734028120042e-05 -1.7447025705069408e-05 8.9534117634649607e-05 -4.2479976484525561e-05 -0.00027983251111588555 0.00033372895060373206 -5.8538924288758365e-05 0.00054805316202347109 3.5280760322080937e-05 -0.00012545737590234529 0.00072205826529840892 -0.0014562557462620765 -1.5297303786255567e-05 8.6138178865900262e-05 0.00065394228858820782 -0.00075475583496235898 -0.0011420954391189084
leaf_weight=364 18271 28 47 52 23 179 26 55 34 39 23 21 27 78 24 32 22 22 22 29 23 21 21 32 24 81 22 25 28 151 31 5216 4785 38587 53199 13483 3205 1132 42 38667 304 54334 3417 95 26 41845 1205 71 107 34
leaf_count=364 18271 28 47 52 23 179 26 55 34 39 23 21 27 78 24 32 22 22 22 29 23 21 21 32 24 81 22 25 28 151 31 5216 4785 38587 53199 13483 3205 1132 42 38667 304 54334 3417 95 26 41845 1205 71 107 34
internal_value=0 4.78662e-07 0.000193938 3.05981e-05 -6.25064e-05 0.000554548 -0.000169966 9.07175e-05 -0.000542285 -0.000480533 -0.000774609 -0.000306309 0.000202469 0.000376283 1.66682e-08 0.000631096 -0.000145326 -0.000695617 -0.000103393 0.000595571 -0.000147841 2.5534e-05 -0.00124259 -0.000334691 -0.00010855 -0.000596205 -0.000256452 -0.00100128 0.00045858 -0.000237661 0.00100126 -7.49225e-08 9.47629e-06 -7.78174e-06 -1.76155e-05 -4.496e-07 4.92342e-05 -6.59583e-05 1.57467e-06 -4.55448e-05 0.000373141 1.42996e-05 -3.60953e-06 3.93266e-06 -0.000135507 2.79783e-06 -8.27896e-05 -0.000123805 -0.000135093 -0.000326508
internal_weight=0 278713 664 457 410 207 355 193 60 162 110 71 48 133 278049 55 918 65 853 51 802 416 43 386 207 179 98 48 50 183 52 278025 124156 153869 115282 71399 18200 4717 3585 43883 380 117988 63654 60211 3443 60116 6168 4963 4892 76
internal_count=279631 278713 664 457 410 207 355 193 60 162 110 71 48 133 278049 55 918 65 853 51 802 416 43 386 207 179 98 48 50 183 52 278025 124156 153869 115282 71399 18200 4717 3585 43883 380 117988 63654 60211 3443 60116 6168 4963 4892 76
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=51
num_cat=0
split_feature=4 1 0 12 14 0 13 6 0 3 10 14 2 6 1 10 9 1 12 4 4 12 10 5 1 3 1 3 1 3 1 13 8 6 14 3 0 0 14 2 4 7 13 3 0 6 6 1 14 0
split_gain=0.00777252 0.0248971 0.0231353 0.0224555 0.016901 0.0193799 0.0168135 0.0188919 0.0208062 0.0204696 0.0179941 0.0168113 0.0225947 0.0193862 0.0192355 0.016724 0.0161765 0.0161568 0.0161518 0.0312258 0.0304894 0.023245 0.0231154 0.0261278 0.0402996 0.0370286 0.0213885 0.0236279 0.0281961 0.0207787 0.025364 0.0493774 0.0297483 0.024517 0.0206068 0.0202916 0.0197078 0.0225636 0.0193012 0.0189206 0.0173787 0.0168042 0.0164574 0.0163282 0.0159403 0.0158336 0.0158183 0.0156857 0.0159962 0.0251933
threshold=4.5000000000000009 4197.4883033117148 486.27124121777877 4.5000000000000009 0.26201372997711675 1433.692583700579 0.87750000000000006 1.0000000180025095e-35 1187.5997340955021 18.500000000000004 0.22361111111111112 0.12060606060606062 3.5000000000000004 1.0000000180025095e-35 919.5133051339742 0.55718954248366026 3.5000000000000004 1413.8554805408253 4.5000000000000009 7.5000000000000009 7.5000000000000009 10.500000000000002 0.97259759759759767 10.500000000000002 3297.5540643465279 41.500000000000007 1828.8036808517843 16.500000000000004 2001.0640350640863 39.500000000000007 3616.7164640063575 0.23166368515205729 5.5000000000000009 1.5000000000000002 0.53033088235294124 15.500000000000002 1070.0586822807675 947.46592333298213 0.23166368515205729 3.5000000000000004 12.500000000000002 3.5000000000000004 0.29478609625668456 38.500000000000007 755.3515593304021 1.0000000180025095e-35 1.0000000180025095e-35 2147.5229878825721 0.11834733893557424 767.97453251559966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 11 -6 18 8 9 -8 -11 12 13 -1 -13 45 44 -16 19 26 21 -20 23 25 -25 43 35 28 -28 30 34 32 36 -33 42 -4 37 -32 41 -24 -22 -26 46 47 -5 -2 -29 -21 49 -49
right_child=2 -3 6 16 5 -7 7 -9 -10 10 -12 14 -14 -15 17 -17 -18 -19 20 22 40 -23 39 24 38 -27 27 29 -30 -31 31 33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=2.4698239633826552e-05 0.00010305292808229555 -0.001286611831164919 -5.1517976838752846e-06 2.3176350885210695e-05 -1.3952247814402108e-05 0.0012787756393663587 0.00015283636925360309 2.2182268479679595e-05 -0.0013447516182416375 0.001434137254707619 0.00040716866639243745 -0.00015460193841773326 0.00027470578809809994 -7.6776081795746349e-05 9.6743019508067896e-05 -3.0898996342628106e-05 -0.00028694347307863888 2.2357833402161243e-05 9.7626121559478483e-05 0.00020522291629445356 -7.1266222262948787e-05 -0.00050351545561042163 -0.00031798825906166302 0.0024208364486444874 -0.00081858349653581789 -0.0013911708128448068 -0.00010581513382554489 -7.9891395978425774e-06 -0.00050440714355471804 0.00078021067213429184 -0.0015236875278476095 0.0014436835077746462 -8.0983138979631589e-05 -0.00020231296250289158 5.4043352863688258e-05 0.00011606622377231106 -0.000808572162273585 -0.0036289536510594189 0.0009352431114356438 -0.0018674738750026638 0.00023330594482175393 0.0008675784766885707 -1.889384860449466e-06 0.00064979160515965626 -0.00011463235651711719 0.00037591529367831544 -0.00010435469167603513 0.00049102533125269289 8.2549178335560256e-06 7.8468128857102094e-05
leaf_weight=9585 1229 38 21095 3463 104380 29 2338 5292 22 54 203 1176 650 9248 11991 946 865 18660 11976 1579 5736 163 110 28 45 44 4604 6266 491 79 35 30 42 92 6377 4128 38 20 67 24 510 22 13616 117 5325 937 13292 441 9833 2300
leaf_count=9585 1229 38 21095 3463 104380 29 2338 5292 22 54 203 1176 650 9248 11991 946 865 18660 11976 1579 5736 163 110 28 45 44 4604 6266 491 79 35 30 42 92 6377 4128 38 20 67 24 510 22 13616 117 5325 937 13292 441 9833 2300
internal_value=0 -6.92708e-06 1.00315e-05 -6.63303e-06 -2.0457e-06 -1.35932e-05 6.26551e-06 7.65247e-05 0.000186414 0.000199395 0.000622952 2.14519e-05 -1.51277e-05 -2.5131e-05 4.38442e-05 0.00014449 -8.06344e-05 5.14581e-05 8.81015e-07 -8.32848e-06 4.33669e-05 8.95541e-05 5.81757e-05 6.42267e-05 0.000695649 5.70805e-05 -2.21683e-05 -4.28343e-05 -0.000144227 -2.98828e-05 -3.14904e-05 -0.000526605 -0.00118545 0.00020244 -2.82732e-05 1.46868e-05 -0.00168424 -0.00228924 0.000335162 -0.000595508 -4.63972e-05 -0.000264918 -4.40968e-05 6.1546e-05 -6.03274e-05 0.000221092 -7.34811e-05 5.66831e-05 3.803e-05 0.000144845
internal_weight=0 165410 114221 165372 155719 104409 111109 7909 2617 2595 257 51310 19483 18833 31827 3112 9653 30651 103200 84815 18385 12139 14610 14476 162 14314 70205 44982 5095 39887 39808 257 135 122 39551 25223 93 55 134 134 6246 67 33174 14270 8788 2166 19558 14153 12574 2741
internal_count=279631 165410 114221 165372 155719 104409 111109 7909 2617 2595 257 51310 19483 18833 31827 3112 9653 30651 103200 84815 18385 12139 14610 14476 162 14314 70205 44982 5095 39887 39808 257 135 122 39551 25223 93 55 134 134 6246 67 33174 14270 8788 2166 19558 14153 12574 2741
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=51
num_cat=0
split_feature=4 12 1 0 10 1 2 14 1 0 0 14 0 0 14 7 8 5 0 0 14 14 1 3 8 12 3 13 0 10 6 4 1 2 1 1 5 0 5 7 6 7 1 10 0 12 0 3 9 5
split_gain=0.00747571 0.0222804 0.0177659 0.0155869 0.0155381 0.0184506 0.0165841 0.0154808 0.0128611 0.0143752 0.0217263 0.0124658 0.0207289 0.0153758 0.0124294 0.0119891 0.0145389 0.0112849 0.0216526 0.0118292 0.0124376 0.0112717 0.0120382 0.0131396 0.0120133 0.011975 0.0198155 0.0111548 0.0110789 0.0110716 0.0110228 0.0103453 0.00989021 0.00978575 0.0103973 0.00958849 0.00953413 0.0110959 0.00918784 0.00885783 0.00862618 0.00845124 0.00819322 0.00804315 0.007755 0.010954 0.0076495 0.00894018 0.00754092 0.00991466
threshold=2.5000000000000004 1.5000000000000002 2408.1508409761141 468.21736023005212 0.067816091954023008 1710.9654844822753 3.5000000000000004 0.19399641577060936 985.46635494155419 887.94124131670708 683.80975018444701 0.77951388888888895 855.39444395686212 947.46592333298213 0.28062500000000007 4.5000000000000009 5.5000000000000009 2.5000000000000004 809.90619584897706 728.36581536889219 0.10762548262548265 0.18274582560296851 1516.8004305328152 17.500000000000004 1.0000000180025095e-35 5.5000000000000009 28.500000000000004 0.29217479674796754 1173.0767376433671 0.38585607940446659 1.0000000180025095e-35 1.5000000000000002 1222.6315142320243 3.5000000000000004 1564.8122863569442 1764.9248019396464 11.500000000000002 952.21519948873902 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2157.1361945500553 0.6984848484848486 983.43194644661196 4.5000000000000009 1242.5784396434321 27.500000000000004 2.5000000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 -5 7 17 9 10 43 13 -13 14 32 16 -4 35 19 20 27 22 -15 44 38 26 29 -19 33 -26 -8 -28 40 36 -35 -7 -10 -38 -25 -16 -6 46 -9 -1 -24 -46 47 -23 49 -34
right_child=-2 3 15 4 11 6 30 42 28 -11 -12 12 -14 21 39 -17 -18 18 -20 -21 -22 41 23 24 25 -27 31 -29 -30 -31 -32 -33 48 34 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=4.0195974229956843e-05 3.7652915623642401e-06 -0.00016318226626172003 -0.00050867636176145142 -4.3868300352764694e-05 0.00015833411250407964 0.0004584781676789539 -0.00081601107680319765 -0.00045015114559409844 3.5763870125844975e-05 -0.0013465615632455973 0.0014061557697669534 5.9094846342336912e-05 0.0012111381960696437 0.0011282659324240826 -6.3275574840689866e-05 0.00019521346717068044 -0.0019502806733488918 0.00015749299458952415 -0.00043900273390136136 0.0011524754853564361 0.00064461174201410772 -0.00036974808422618423 -0.00016692800078696262 0.00019441991791655967 0.00074704578428557431 -0.00059788628011089081 0.0018218984561307089 -0.0013152566058852245 0.0010747339379472227 -0.00023098170319497784 0.00036945511710381881 0.00035381152036799386 -2.310723697672229e-05 -0.00028566449054778786 0.0006361699650957375 -0.00054688347553541797 0.0012604540984338039 -0.00012715484504587947 0.0014544369861655667 0.00074550567626240939 -2.535409861727199e-05 -0.00077594478076063375 -0.00095959877638032351 -8.1703225940545055e-05 -0.001809360903738707 -0.00023944128537550571 0.00059824724473097994 0.00068774626845316523 0.00010013840605894357 -0.00053795824052557651
leaf_weight=2001 230695 2718 73 2026 2034 27 23 492 16737 21 26 141 54 21 7863 38 23 36 128 42 66 414 42 39 33 89 21 20 26 235 133 28 5959 40 130 195 34 25 23 34 932 101 94 4180 25 20 24 21 1334 95
leaf_count=2001 230695 2718 73 2026 2034 27 23 492 16737 21 26 141 54 21 7863 38 23 36 128 42 66 414 42 39 33 89 21 20 26 235 133 28 5959 40 130 195 34 25 23 34 932 101 94 4180 25 20 24 21 1334 95
internal_value=0 -1.77504e-05 1.75601e-05 -4.99856e-05 -3.65292e-05 -0.000137211 -0.000287779 -0.000356199 2.0873e-05 -4.05917e-05 -3.61732e-05 -1.96546e-05 0.000378122 -2.36555e-05 -1.25464e-05 -0.000556505 -0.000854061 -0.00015592 4.83583e-05 0.000428738 0.000179582 -0.000202135 -4.6839e-05 -9.13025e-05 1.35918e-05 -8.54027e-05 5.84808e-05 -0.000368489 4.34013e-05 -0.000110553 0.000194675 0.000982992 2.34889e-05 4.18208e-05 0.000419268 -0.00042461 3.80005e-05 0.000672484 0.000661846 -5.97934e-05 0.000100614 -0.000361867 -0.000531871 -4.22403e-05 -0.000655561 -0.00111162 -0.000270752 -0.000318697 -7.47393e-06 -3.11863e-05
internal_weight=0 48936 23354 25582 22864 3282 1256 1100 23220 6228 6207 19582 195 19387 18251 134 96 514 292 164 122 1136 576 555 468 406 317 56 16992 268 156 49 10354 16966 170 222 16796 59 62 7897 2966 560 586 6181 87 45 459 435 7388 6054
internal_count=279631 48936 23354 25582 22864 3282 1256 1100 23220 6228 6207 19582 195 19387 18251 134 96 514 292 164 122 1136 576 555 468 406 317 56 16992 268 156 49 10354 16966 170 222 16796 59 62 7897 2966 560 586 6181 87 45 459 435 7388 6054
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=51
num_cat=0
split_feature=5 1 7 9 14 6 3 10 0 6 6 4 3 13 14 0 10 14 1 10 4 10 14 7 0 14 5 3 8 12 2 4 6 2 0 1 3 13 13 5 1 13 1 3 14 8 0 10 13 14
split_gain=0.00750816 0.0147842 0.014776 0.0241545 0.0232003 0.0152734 0.0145883 0.0124924 0.0317564 0.0229777 0.0190122 0.0188913 0.0253692 0.0174938 0.023934 0.0257675 0.0221025 0.01704 0.0263136 0.0271629 0.0156434 0.0182813 0.0155732 0.0140286 0.0155655 0.0176887 0.0137924 0.0196453 0.0189928 0.0180586 0.0199719 0.0150111 0.0124486 0.0222248 0.0119948 0.0119688 0.0237167 0.0274735 0.0173779 0.0226477 0.0208493 0.0192782 0.0168983 0.0449719 0.019742 0.0152094 0.0151631 0.0151563 0.0138996 0.0297052
threshold=5.5000000000000009 1901.8677697110745 3.5000000000000004 2.5000000000000004 0.48074074074074075 6.5000000000000009 20.500000000000004 0.32071428571428579 683.80975018444701 1.5000000000000002 2.5000000000000004 7.5000000000000009 35.500000000000007 0.031754032258064523 0.28730158730158734 947.46592333298213 0.53033088235294124 0.12060606060606062 3521.6014656366374 0.15470085470085473 8.5000000000000018 0.56330128205128216 0.19399641577060936 4.5000000000000009 742.73246783470552 0.29217479674796754 1.5000000000000002 23.500000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 1364.7041533538422 3521.6014656366374 27.500000000000004 0.36474501108647456 0.63211600429645554 7.5000000000000009 3091.4684149673285 0.57979626485568769 2486.2186977821766 25.500000000000004 0.58957219251336912 1.0000000180025095e-35 825.38287943763555 0.46770833333333339 1.0000000180025095e-35 0.080540540540540564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -3 8 -5 13 11 26 17 16 15 -15 -9 18 19 -13 23 22 -22 -11 -25 -26 27 -10 -28 31 -31 -30 -8 35 -6 36 42 -38 41 40 47 -39 43 45 -44 -34 -45 -40 49 -37
right_child=1 6 3 7 34 -7 32 9 10 20 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 28 -29 29 30 -32 -33 33 -35 -36 48 37 38 39 -41 -42 -43 44 46 -46 -47 -48 -49 -50 -51
leaf_value=-8.0960234470604725e-07 0.00011646078688952616 -0.00011474181625402629 -0.00019850973815116335 0.00029503647958089755 -1.0865444775988289e-05 0.00023526999501309294 4.833375766275045e-05 -0.0012802410950017577 -0.00036980586076554447 4.5039879303191477e-05 -0.00050753496198364793 0.0018568085681181401 -0.00086720430194155173 0.000145793779908369 -0.00030317750321878426 0.001308927876470989 0.00033283311607582234 0.00020903315522311324 0.0026511531194999063 -0.00049094770386415938 0.00063722894586757512 5.9969363706734256e-06 0.0020119038286308447 -0.00011310739590102927 0.00050408989293774706 0.0022182891197088691 0.00081127230945390232 -0.0021134637839471302 0.00069121397797877358 -0.0003569286956171243 0.0012235918797825168 -0.00050462430380044364 -0.0015116269231657499 0.00057262194295207226 0.00096387159292135041 0.0016546534783817058 0.00029226389449015948 -0.00034547117258834355 0.00059281354721557979 -0.00023854220689164174 -0.00012088826747219031 -0.0017486445483819839 -0.00021252855519536074 0.0023939463828521021 -0.00091620124903974819 -0.00010465165149558817 0.00063982994626193054 0.0024097034518490547 -0.00031897223362666483 -0.00020425024477702548
leaf_weight=248555 3895 2103 3725 532 2304 687 12476 54 70 187 310 22 38 186 188 64 35 135 21 28 38 34 45 31 34 27 51 21 29 39 41 276 20 133 32 29 812 157 24 192 38 29 329 22 143 485 28 22 772 83
leaf_count=248555 3895 2103 3725 532 2304 687 12476 54 70 187 310 22 38 186 188 64 35 135 21 28 38 34 45 31 34 27 51 21 29 39 41 276 20 133 32 29 812 157 24 192 38 29 329 22 143 485 28 22 772 83
internal_value=0 2.81819e-05 -2.38187e-06 -6.68302e-05 -0.000121043 -1.58883e-07 8.96937e-06 6.27364e-05 -2.12099e-05 0.000209438 -0.000176846 -4.38847e-05 0.000319849 -6.81633e-06 0.00012304 0.000443556 -0.000645886 0.00053882 0.00116588 0.000542065 0.00049723 0.000982515 0.00138253 0.000293724 0.000799201 0.00126283 -0.000212293 -0.000772188 -9.54339e-05 -0.000215543 0.000453088 -0.000390922 2.54417e-05 -6.06345e-05 2.48712e-06 -8.70781e-05 -2.70011e-05 0.000117124 -0.000190698 6.10404e-05 0.000745801 -0.000564246 -0.000205789 -1.87505e-05 -0.000425718 -0.000160373 0.00141164 0.00146176 -0.000243455 0.000277073
internal_weight=0 21792 257839 8597 6061 249242 17897 2536 1613 923 1081 771 244 527 438 250 89 206 71 50 396 117 83 279 92 61 527 91 436 385 80 305 15794 3318 2336 3185 2301 1274 462 276 84 186 1027 555 472 505 50 46 884 112
internal_count=279631 21792 257839 8597 6061 249242 17897 2536 1613 923 1081 771 244 527 438 250 89 206 71 50 396 117 83 279 92 61 527 91 436 385 80 305 15794 3318 2336 3185 2301 1274 462 276 84 186 1027 555 472 505 50 46 884 112
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=51
num_cat=0
split_feature=8 5 7 1 9 3 1 1 3 3 10 9 6 0 1 4 0 10 7 4 12 12 9 9 10 0 10 1 14 6 12 12 3 1 1 10 10 7 12 4 5 0 4 7 13 14 13 0 14 0
split_gain=0.00753841 0.0186526 0.0122389 0.0115416 0.0260089 0.0217082 0.0198542 0.0169376 0.0211582 0.0132488 0.0120649 0.0406436 0.0184048 0.0181889 0.0192214 0.0143378 0.012857 0.0241346 0.0113923 0.0178958 0.0145965 0.0154378 0.0160098 0.0134274 0.0189745 0.0190653 0.0332588 0.0185325 0.0217227 0.0120438 0.0119862 0.0113569 0.0119497 0.0454627 0.0281068 0.0229089 0.014704 0.0182015 0.0186961 0.0204693 0.0165813 0.0222221 0.0182772 0.0345828 0.0179467 0.0152687 0.0167567 0.0157076 0.0151457 0.0145803
threshold=1.5000000000000002 1.5000000000000002 16.500000000000004 1205.6450475795143 2.5000000000000004 10.500000000000002 1279.6256317960454 1396.6810752259844 11.500000000000002 9.5000000000000018 0.71240601503759404 1.5000000000000002 1.0000000180025095e-35 486.27124121777877 959.41970187261416 4.5000000000000009 450.88278980212209 0.57979626485568769 1.0000000180025095e-35 2.5000000000000004 8.5000000000000018 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.45584415584415588 775.87200491785711 0.25265957446808512 3438.6371619929478 0.10762548262548265 5.5000000000000009 4.5000000000000009 11.500000000000002 23.500000000000004 2648.2431066574563 2790.319728588885 0.32071428571428579 0.41277890466531447 4.5000000000000009 3.5000000000000004 4.5000000000000009 4.5000000000000009 757.83164246805711 8.5000000000000018 3.5000000000000004 0.28708791208791212 0.19139194139194141 0.080540540540540564 848.41687930959222 0.87750000000000006 647.98630327695878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 10 6 9 -7 -9 -5 15 12 13 -12 -15 16 -1 -18 20 -20 21 -10 -23 -21 25 29 27 -27 -29 -25 -30 32 33 -3 35 49 45 40 -39 -40 42 -42 -38 44 -44 -37 -47 -48 -43 -34
right_child=2 31 -4 5 -6 7 -8 8 18 -11 11 -13 -14 14 -16 -17 17 -19 19 23 -22 22 -24 24 -26 26 -28 28 30 -31 -32 -33 34 -35 -36 36 37 38 39 -41 41 48 43 -45 -46 46 47 -49 -50 -51
leaf_value=0.00014314868381424113 -1.2118211167551496e-05 2.1418654555734938e-05 -0.0010970980905068036 -0.00026145376938072187 -0.0001441039702524726 4.0309688990334576e-05 -0.00022821240595897511 -0.00017904249512625363 -3.2267606070534445e-05 -1.6934036644535721e-05 -1.0077324623748791e-05 -0.00017985783277135359 -3.5452118835419585e-05 0.0010540865281385508 0.00010739699987511959 0.00033078489136946417 -6.0280116714044542e-06 0.00025555549525586467 -0.00017039659700975038 -4.8577268822203537e-05 -0.00058343647293988344 6.5565336603016334e-05 -0.00014307935316099313 9.7832108645238538e-05 -0.00013290973774838781 -0.00014589915146756089 0.0002340725706534823 -0.0016573036322370172 -0.00092143006128026178 0.00095788740365561559 0.00080962281906977291 -0.00081837270023243046 0.00057242449906797529 -0.00038238925695437007 1.862638724782844e-05 0.00025529683399128089 0.00012328461220045673 0.00016942789767748558 -4.5293204614912004e-05 -0.001635324983497932 -0.00091255947545110054 0.00060874124022168065 -1.7952743005577196e-05 0.0023047008586997565 0.0011786752030875118 0.002466641894054853 -0.0002306889631741104 0.0015648775820817061 0.0018770186479669063 -3.4702088641235784e-05
leaf_weight=3084 84703 70301 26 632 2382 13564 2149 2063 10403 4487 4807 2628 6957 54 7576 493 7630 997 2281 19830 103 11957 996 5664 1618 1587 663 45 20 41 20 40 110 704 6247 64 739 212 48 35 23 403 94 28 47 22 21 29 25 979
leaf_count=3084 84703 70301 26 632 2382 13564 2149 2063 10403 4487 4807 2628 6957 54 7576 493 7630 997 2281 19830 103 11957 996 5664 1618 1587 663 45 20 41 20 40 110 704 6247 64 739 212 48 35 23 403 94 28 47 22 21 29 25 979
internal_value=0 5.41284e-06 -1.24511e-05 -7.51718e-06 1.56496e-05 -1.8373e-05 -0.000100667 -9.93158e-06 -2.18265e-05 -4.71228e-05 2.67678e-05 4.6686e-06 2.9673e-05 6.61026e-05 0.000114097 6.66456e-05 5.55261e-05 2.42025e-05 -1.59538e-05 -3.5468e-05 1.04729e-05 1.3092e-05 4.95219e-05 -2.50308e-05 2.33154e-05 5.47547e-05 -6.5596e-05 -0.000184424 -0.000903704 0.000104013 -5.59036e-05 2.39167e-05 2.43372e-05 1.7415e-05 7.81954e-05 0.000207451 0.000317463 0.00027637 -7.9633e-05 -0.000715789 0.000353649 0.000601462 0.000230561 0.000699656 0.000380923 0.000817221 0.00131671 0.00081074 0.000682823 2.66238e-05
internal_weight=0 194902 84729 114731 36608 78123 7268 70855 57291 5119 34226 22022 19394 12437 7630 12204 11711 8627 55228 31769 23459 23356 12953 29488 9658 8040 2335 1672 85 5705 40 80171 80131 71005 9126 2879 1790 1654 295 83 1359 451 908 169 141 136 72 50 428 1089
internal_count=279631 194902 84729 114731 36608 78123 7268 70855 57291 5119 34226 22022 19394 12437 7630 12204 11711 8627 55228 31769 23459 23356 12953 29488 9658 8040 2335 1672 85 5705 40 80171 80131 71005 9126 2879 1790 1654 295 83 1359 451 908 169 141 136 72 50 428 1089
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 0 1 9 10 14 3 1 3 1 7 0 1 3 6 0 0 14 6 3 10 1 1 3 7 1 3 6 8 4 9 10 10 3 3 1 3 9 1 1 7 13 5 10 10 4
split_gain=0.00735494 0.0386785 0.0367979 0.0273984 0.0361577 0.0286796 0.0254941 0.0232278 0.0276175 0.0198193 0.0196289 0.0388199 0.038036 0.034504 0.0356223 0.0266779 0.0240398 0.0493318 0.0266111 0.0252529 0.0355485 0.0186109 0.0185942 0.0173565 0.0209208 0.0173272 0.0167729 0.0184798 0.0165078 0.016436 0.0234886 0.0188225 0.0158967 0.0157658 0.0151828 0.0290398 0.0173484 0.0173989 0.0150619 0.0259633 0.0289047 0.0249376 0.0249158 0.0239155 0.02097 0.0169739 0.0164966 0.0151783 0.0168471 0.0577334
threshold=11.500000000000002 1446.884972012386 1401.7843264753144 13.500000000000002 815.90331358780702 468.21736023005212 1594.8741267876551 3.5000000000000004 0.46247654784240161 0.32200460829493094 15.500000000000002 1901.8677697110745 17.500000000000004 1806.8431918941753 1.5000000000000002 1078.5099592134823 2263.042265477196 19.500000000000004 1.5000000000000002 633.83839370098701 737.86994514254707 0.18065268065268067 2.5000000000000004 20.500000000000004 0.043961352657004842 2207.0293116104267 1228.6570092455443 10.500000000000002 1.0000000180025095e-35 2001.0640350640863 16.500000000000004 1.5000000000000002 1.5000000000000002 6.5000000000000009 2.5000000000000004 0.71240601503759404 0.79772727272727284 10.500000000000002 21.500000000000004 2554.1430983545456 23.500000000000004 2.5000000000000004 2669.2593881982461 2423.1344677252664 1.5000000000000002 0.21525096525096529 4.5000000000000009 0.65058139534883741 0.88303693570451447 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 28 7 -7 8 -5 21 13 33 15 14 32 29 18 -18 -14 -20 22 -1 23 -21 -25 -9 34 -28 -3 -13 -31 -32 -8 -12 35 -11 37 -37 43 41 42 47 45 44 -19 -41 -44 -40 49 -49
right_child=1 3 -4 5 -6 6 10 25 -10 26 11 12 16 -15 -16 -17 17 38 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 30 31 -33 -34 -35 -36 36 -38 -39 39 40 -42 -43 46 -45 -46 -47 -48 48 -50 -51
leaf_value=-2.2530595783308873e-05 6.5292558249052831e-05 -8.8810724709201004e-06 -0.00022158820680258438 0.00053491511347128679 -0.00035047337139474337 7.8100157771110034e-05 3.4685503092500633e-05 -0.00011121051281878744 -8.7313756220623877e-05 5.8799034830093004e-05 5.5425077841840164e-05 -3.6614745449205421e-05 7.4492872421357369e-05 -0.00018261775914818579 -0.00018499443282071187 -0.00081051706698116776 -0.00024858387956193102 4.4983245003093564e-05 0.00023701282128493406 -0.00011576905174246969 3.1484369656086088e-05 6.7054579162249042e-05 -0.00029140411386135512 0.0017228690076153729 0.00018032297217100029 0.0008715263406308939 -0.00017881538758228094 -3.7601126877457923e-05 -0.00010673888142398525 -0.00038823255793266238 -4.8340750737104232e-05 -0.00032717228027825821 -7.2216233649381446e-05 0.00023008483811040451 -0.00012647905037895327 -0.00019383678337087006 -1.9513369820739666e-05 0.0004011389655044276 -6.4781092928823547e-05 -0.00014041951513266344 4.8418288472700401e-06 0.00020076316302199333 -0.00025005974130557434 -0.0001701518361645354 -0.00014567703084548408 9.4065515061511523e-05 -0.0010043166748226597 -5.596570521350992e-05 3.9549966602793619e-05 0.00083870372018039546
leaf_weight=9805 23556 12548 2057 694 1003 10283 13379 530 240 13103 19441 7626 19461 3798 2792 127 2179 5164 841 1880 5541 14184 1680 25 182 49 3260 8007 6564 880 3136 750 4699 1384 2615 2242 24114 130 2741 1908 29646 2926 1571 3347 2001 1296 76 452 3418 300
leaf_count=9805 23556 12548 2057 694 1003 10283 13379 530 240 13103 19441 7626 19461 3798 2792 127 2179 5164 841 1880 5541 14184 1680 25 182 49 3260 8007 6564 880 3136 750 4699 1384 2615 2242 24114 130 2741 1908 29646 2926 1571 3347 2001 1296 76 452 3418 300
internal_value=0 5.11162e-06 -1.2864e-05 -2.9176e-06 -5.78473e-05 4.14511e-06 2.02952e-06 0.000220779 0.000375028 -7.32119e-06 -3.37836e-06 4.9734e-06 -8.06072e-06 -4.39992e-05 -1.87729e-05 -8.95263e-05 3.71129e-06 -1.52678e-05 4.02626e-05 -2.53751e-05 -4.90824e-05 3.04385e-05 -0.000167591 -6.7923e-05 0.000366621 -2.80428e-05 -2.42615e-05 -7.84601e-05 -4.24903e-05 -8.21372e-05 -0.000154977 -0.000102155 6.89862e-06 6.70327e-05 -9.7924e-06 -2.08481e-06 -3.22049e-05 -0.000161229 -5.9983e-06 6.76054e-06 -1.3672e-05 7.84146e-05 -0.000126816 -5.98083e-05 -8.26326e-06 -4.55716e-05 -0.000284865 2.66143e-05 8.66898e-05 0.00030095
internal_weight=0 200114 79517 176558 20115 156443 154930 1513 934 77460 144647 119979 99154 24668 20870 12519 86635 57025 29610 10149 9308 23989 3767 2087 207 579 53471 11267 19112 12392 4766 3886 18078 20825 42204 39589 26486 2372 54846 44334 34497 9837 4851 10512 7165 3204 1647 6911 4170 752
internal_count=279631 200114 79517 176558 20115 156443 154930 1513 934 77460 144647 119979 99154 24668 20870 12519 86635 57025 29610 10149 9308 23989 3767 2087 207 579 53471 11267 19112 12392 4766 3886 18078 20825 42204 39589 26486 2372 54846 44334 34497 9837 4851 10512 7165 3204 1647 6911 4170 752
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=51
num_cat=0
split_feature=8 4 1 2 0 6 12 2 13 14 0 10 13 12 3 0 14 13 7 3 4 4 5 6 12 7 14 5 9 10 0 7 0 10 6 2 10 1 12 2 0 10 14 14 6 5 13 1 10 8
split_gain=0.00807584 0.00971191 0.0147843 0.013404 0.0132231 0.0119443 0.00960708 0.016298 0.0156122 0.0148282 0.0139974 0.0162544 0.0196462 0.0126703 0.0115425 0.0217423 0.0142529 0.0109963 0.0102496 0.011696 0.0135764 0.0177988 0.0123265 0.0152337 0.0138928 0.0163114 0.0157902 0.0119737 0.0108941 0.0130301 0.0126108 0.0105613 0.0150375 0.0113927 0.0182437 0.0279159 0.0103224 0.0101312 0.0104892 0.00988724 0.0108841 0.00980375 0.0107768 0.0102843 0.0105461 0.00915486 0.00930243 0.00917234 0.0160237 0.0147841
threshold=1.0000000180025095e-35 1.5000000000000002 1425.6699877693743 3.5000000000000004 462.5928975098721 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.096006144393241177 0.3816526610644258 607.80887334671706 0.56711711711711721 0.38585607940446659 10.500000000000002 20.500000000000004 723.83857631838703 0.47673160173160178 0.15075757575757578 1.0000000180025095e-35 27.500000000000004 4.5000000000000009 7.5000000000000009 6.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 0.12632978723404256 1.5000000000000002 2.5000000000000004 0.53033088235294124 869.07031931492213 2.5000000000000004 855.39444395686212 0.95742753623188415 2.5000000000000004 2.5000000000000004 0.32071428571428579 2692.3630167879473 6.5000000000000009 3.5000000000000004 1061.8284994139024 0.72821969696969713 0.29478609625668456 0.040408163265306128 3.5000000000000004 13.500000000000002 0.65108695652173931 2186.0906012484365 0.087595907928388769 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 45 -2 -5 7 -1 13 18 -11 12 14 -8 -12 -16 17 -17 -10 31 -21 39 23 28 25 -25 27 -26 -23 30 -30 33 -33 37 35 -35 -28 -20 41 40 -22 42 43 -39 -45 47 -47 -4 -49 -50
right_child=1 -3 3 5 -6 -7 8 -9 9 10 11 -13 -14 -15 15 16 -18 -19 19 20 21 22 -24 24 26 -27 36 -29 29 -31 -32 32 -34 34 -36 -37 -38 38 -40 -41 -42 -43 -44 44 -46 46 -48 48 49 -51
leaf_value=-7.3464903774999784e-07 -0.0002248760880484853 -4.2464787901831144e-06 -0.00015966192119124271 -0.00053449496874775459 2.9062791090418332e-05 0.00067440237599796437 -7.1925171412837243e-06 0.00074675036166684569 7.9229979279384251e-05 -1.1773184017011565e-05 0.00034070260643518963 7.9839308427028172e-05 -0.0010863240628333933 -0.00072359460886688002 -0.00033964054686400823 0.00076423697651729786 0.00053071970437975746 0.0020209939165911433 2.2752785174873407e-05 -0.00090678707603365186 0.0019095320665773246 8.5504795125041926e-05 -0.0008836697229915964 0.0017311604518909008 0.0011342977906611783 -0.00026402501272968946 -0.0013604821620642074 -0.00019213580134142514 0.00058372446591319104 -0.0001215789310188721 0.001907166537582978 9.8725979114533412e-06 -0.00034577258417904639 7.6491848188034534e-05 -0.00065642788996110157 0.0020866560561942958 -0.0003036901308245005 -0.00098098257984665618 0.0004481364909965864 0.00029748504383343401 0.00063942918220434239 -0.0010073668493680809 -0.00087713894713230722 -0.00011299270784725994 0.00093803091261249324 0.0010731682394117374 -0.00020452791338487132 -0.0012714776269858704 -7.385099662458648e-05 -0.00096852041467963184
leaf_weight=69955 597 166524 2181 27 3628 84 13584 73 9984 713 751 760 22 62 34 28 65 46 7799 25 31 68 28 21 27 20 35 46 36 23 36 692 521 39 23 31 68 31 54 51 37 43 53 291 26 29 28 50 190 61
leaf_count=69955 597 166524 2181 27 3628 84 13584 73 9984 713 751 760 22 62 34 28 65 46 7799 25 31 68 28 21 27 20 35 46 36 23 36 692 521 39 23 31 68 31 54 51 37 43 53 291 26 29 28 50 190 61
internal_value=0 -6.65082e-06 -6.48881e-05 -0.00015747 -6.81922e-06 0.000380346 1.08559e-05 4.45594e-08 3.17679e-05 5.73053e-05 0.000174273 0.000252028 0.000390361 -1.04475e-05 0.000425521 0.000793719 0.00107094 0.00154546 4.32557e-05 7.88718e-06 0.000231699 0.000285706 0.000128777 0.000203379 -7.0996e-05 0.000757899 -0.000264091 0.000298463 0.000568651 0.000914482 0.00124545 -4.97796e-06 -0.000142882 1.49598e-05 0.000565287 0.000966707 -0.000662794 8.79121e-06 -0.000209856 0.000823749 0.00121845 -0.000289882 -0.000212945 -0.000111789 -2.67889e-05 -0.000180982 0.000445528 -0.00019537 -0.000454104 -0.000291281
internal_weight=0 173399 6875 2650 4225 111 106232 70028 36204 22558 2419 1706 946 13646 924 173 139 74 20139 10155 552 527 408 380 217 41 176 73 163 95 72 9603 1213 8390 93 70 103 8297 498 119 68 444 401 348 317 2539 57 2482 301 251
internal_count=279631 173399 6875 2650 4225 111 106232 70028 36204 22558 2419 1706 946 13646 924 173 139 74 20139 10155 552 527 408 380 217 41 176 73 163 95 72 9603 1213 8390 93 70 103 8297 498 119 68 444 401 348 317 2539 57 2482 301 251
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=51
num_cat=0
split_feature=7 2 3 9 10 3 0 1 1 6 7 1 0 13 8 5 0 0 10 0 5 1 10 0 5 13 13 12 4 14 14 10 10 10 3 6 4 13 10 10 5 4 3 0 14 4 10 10 4 6
split_gain=0.00762928 0.0215833 0.018207 0.0156728 0.0186762 0.0168475 0.0238931 0.018968 0.0176826 0.0304242 0.0294145 0.0222197 0.019354 0.0161538 0.0151988 0.0278493 0.0268906 0.0257287 0.0230437 0.0190944 0.0190478 0.0209559 0.0171119 0.0160429 0.0254324 0.0153964 0.033316 0.0253173 0.0214631 0.0248265 0.0154252 0.0150026 0.0149001 0.0310051 0.0522397 0.0216246 0.0249843 0.0159125 0.0145061 0.030446 0.0144276 0.0158568 0.0157112 0.0143719 0.0143307 0.0180563 0.0151534 0.0142447 0.0141177 0.0143356
threshold=1.0000000180025095e-35 3.5000000000000004 27.500000000000004 2.5000000000000004 0.49418604651162795 20.500000000000004 685.91664402168703 1200.5930205483244 2438.1594628963853 1.0000000180025095e-35 1.5000000000000002 2669.2593881982461 765.4296869705621 0.45080645161290328 1.5000000000000002 4.5000000000000009 916.44505744395212 907.74089229267565 0.63245614035087727 977.9268823093272 7.5000000000000009 1992.9914357724244 0.84292763157894746 957.12540010465557 1.5000000000000002 0.18065268065268067 0.19292803970223329 3.5000000000000004 7.5000000000000009 0.21132376395534294 0.79057017543859665 0.81934731934731941 0.77032967032967048 0.84731934731934744 13.500000000000002 1.0000000180025095e-35 9.5000000000000018 0.069366479550922219 0.95553359683794481 0.96225071225071235 7.5000000000000009 7.5000000000000009 26.500000000000004 1159.2799263297591 0.05634920634920635 7.5000000000000009 0.83558558558558571 0.94201680672268917 9.5000000000000018 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 32 4 5 7 -7 -2 9 12 -11 -10 13 -8 15 22 17 38 19 -18 25 -22 23 44 -25 30 -27 28 -28 -30 -20 -5 37 34 -34 36 -35 -1 -17 -40 41 -13 -42 48 45 -6 -46 -29 49 -3
right_child=3 43 -4 31 14 6 8 -9 11 10 -12 40 -14 -15 -16 16 18 -19 20 -21 21 -23 -24 24 -26 26 27 47 29 -31 -32 -33 33 35 -36 -37 -38 -39 39 -41 42 -43 -44 -45 46 -47 -48 -49 -50 -51
leaf_value=-2.7399909547480036e-05 3.0756114007369438e-05 -0.0001112985353457147 0.00023753014202232376 2.2341329180660647e-05 -0.00035426674994203246 0.0010010382303200875 0.0012484050566174427 -8.3849433824667965e-05 -0.00017650206983800326 0.00031482867360798972 -0.00011212435511057688 0.00018546616230111397 0.0002820241208882866 -0.00014108270585823517 -3.319080498466802e-05 0.00022493831521155236 -0.00064185189764463801 0.00178744012915433 -0.0003309261152753607 0.00082439647521823653 -0.0011279372754506767 0.00059713700607650266 -1.4085048931095976e-05 -0.00031243651069783691 6.7975789624119751e-05 0.0020016493232105858 -7.7533642947039485e-05 -0.0017725698633252512 0.0024040999053977431 0.0002553502388054323 -0.0014932881744067756 -0.00039745740096490596 -0.00020295305891771437 3.464398557349572e-05 0.00013977250227712555 -3.2006450837819576e-05 0.0010735790615556118 3.9032529361500979e-05 0.0011280863514384106 -0.00035500394412035048 -0.0011352820765750948 -3.3721943951121435e-05 -0.00011611145441458649 -0.0013027591481962494 7.8012626240455269e-05 0.00063659231818746775 0.0010528386007172231 -0.00040678095597589472 0.00026878569729655904 0.00024401542822211607
leaf_weight=10789 4284 5613 904 38773 347 61 107 22960 1951 597 1244 1616 407 26 27781 1271 27 29 360 125 20 147 36028 744 1073 20 273 28 20 41 31 214 4381 25234 1490 20571 58 54791 124 48 40 1686 692 24 11847 53 40 60 282 299
leaf_count=10789 4284 5613 904 38773 347 61 107 22960 1951 597 1244 1616 407 26 27781 1271 27 29 360 125 20 147 36028 744 1073 20 273 28 20 41 31 214 4381 25234 1490 20571 58 54791 124 48 40 1686 692 24 11847 53 40 60 282 299
internal_value=0 9.22327e-06 1.3999e-05 -7.39526e-06 -1.65986e-05 -4.67173e-05 1.50671e-05 -6.58282e-05 7.87798e-06 0.000123127 2.63281e-05 -3.79712e-05 0.000453139 0.000976776 -3.25861e-06 1.25035e-05 0.000171291 0.000312891 -9.64109e-06 0.000563944 -9.68261e-05 0.000390541 4.19227e-06 5.08808e-05 -8.77902e-05 -0.000194534 7.64445e-06 -8.68582e-05 0.00011193 0.000959858 -0.000423083 2.00371e-05 1.22765e-05 -7.78612e-06 -0.000115973 6.06304e-06 3.70265e-05 2.81033e-05 0.000283256 0.000714201 2.90277e-05 7.35488e-05 -0.000171804 -8.15739e-05 7.13875e-05 -0.000222978 8.12929e-05 -0.00084135 -7.68422e-05 -9.33285e-05
internal_weight=0 124436 118218 155195 116208 35671 8427 27244 8366 2381 1841 5985 540 133 80537 52756 2624 1472 1152 152 1000 167 50132 14104 1817 833 442 422 334 61 391 38987 117314 51734 5871 45863 25292 65580 1443 172 4034 3302 732 6218 12287 400 11887 88 6194 5912
internal_count=279631 124436 118218 155195 116208 35671 8427 27244 8366 2381 1841 5985 540 133 80537 52756 2624 1472 1152 152 1000 167 50132 14104 1817 833 442 422 334 61 391 38987 117314 51734 5871 45863 25292 65580 1443 172 4034 3302 732 6218 12287 400 11887 88 6194 5912
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=51
num_cat=0
split_feature=4 2 1 12 3 1 7 12 0 3 6 10 10 0 12 3 1 0 13 10 10 12 6 0 3 0 8 3 4 10 1 3 10 0 10 9 13 13 10 13 7 6 3 0 6 0 3 7 0 3
split_gain=0.00726411 0.00718397 0.0234317 0.0151618 0.0161719 0.040053 0.0247311 0.0177125 0.0163405 0.0156529 0.0147093 0.0159791 0.0196195 0.0212416 0.0187222 0.0278239 0.0155857 0.0159117 0.0144685 0.0163696 0.0138741 0.0178937 0.0133258 0.0132911 0.0144189 0.0187917 0.0129112 0.0128832 0.0126439 0.0122261 0.0122107 0.0151011 0.0119646 0.0296779 0.0229263 0.0212041 0.0167705 0.0156165 0.0220283 0.0232606 0.0284755 0.0224316 0.0287515 0.0230436 0.0212928 0.0438093 0.0211273 0.0191476 0.0240653 0.0177015
threshold=16.500000000000004 2.5000000000000004 3183.3810684193081 7.5000000000000009 17.500000000000004 2001.0640350640863 2.5000000000000004 2.5000000000000004 1078.5099592134823 23.500000000000004 1.0000000180025095e-35 0.81322674418604668 0.92052631578947375 1187.5997340955021 1.5000000000000002 11.500000000000002 1425.6699877693743 1061.8284994139024 0.12060606060606062 0.1126984126984127 0.81016731016731025 1.5000000000000002 2.5000000000000004 851.91169544844706 15.500000000000002 947.46592333298213 2.5000000000000004 16.500000000000004 6.5000000000000009 0.43614130434782611 2138.0891213547147 21.500000000000004 1.0000000180025095e-35 781.39118733466205 0.077935222672064791 3.5000000000000004 0.6198686371100165 0.46291208791208799 0.77032967032967048 0.68301435406698574 6.5000000000000009 3.5000000000000004 13.500000000000002 698.85635485371711 1.5000000000000002 619.83368848391717 20.500000000000004 3.5000000000000004 1033.4556649327824 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 30 -7 26 28 18 13 16 15 -15 17 -13 19 -12 -20 -22 27 -21 25 -25 -9 -18 -1 -26 -6 -32 33 -3 35 -34 -35 -36 44 40 -40 42 -41 -43 -39 -46 -47 -44 -49 -45
right_child=-2 32 -4 -5 6 8 -8 9 -10 -11 11 12 -14 14 -16 -17 22 -19 20 23 21 -23 -24 24 29 -27 -28 -29 -30 -31 31 -33 34 36 37 -37 -38 38 39 41 -42 43 47 49 45 46 -48 48 -50 -51
leaf_value=1.4768617936735437e-05 0.00073079449995181204 6.4280113010799938e-05 0.00084653071303200048 -0.00032205208252001748 0.00018543867632099694 -0.00019180117571458054 -4.7314241051004252e-05 3.762666753183998e-05 -0.00078840051496885789 0.00018647203193295387 -0.00024794726095142512 -5.874087454663253e-05 5.0696775333110378e-06 0.001345517983376656 0.0017055864911526442 -0.0011138858708917448 -0.00022375082597525395 -0.0013747782132628821 3.0655487362507133e-05 4.1696583189035701e-05 0.001360132812923338 -1.6206075787732305e-06 -0.00071420126836661748 -0.00032911224475762254 0.00018079477125506539 -0.0018360325599298287 -9.912682778977958e-05 0.0001989522158935852 0.00017812383490556222 -0.00023195123640083089 -1.2958138615851374e-05 0.00018484428984793104 -0.00012005929471606536 -0.00015808724882934678 3.7709032905148601e-06 5.9397436141845283e-05 0.00031407743237436728 -5.9839637076845638e-05 -0.0002836320849120936 -0.00030656142848097478 0.0011153088792989489 0.00032030873331318068 6.3591184741361472e-05 -0.0013111622489029261 0.00021561759104776472 -0.00025390725465198 2.5075588041024213e-05 0.00070439161863009134 -0.0011078267765697093 -0.0003861353644542494
leaf_weight=77266 34 12396 83 351 4194 1716 5869 8345 123 1415 960 16456 14330 23 31 23 1609 23 19504 2739 45 52 123 347 344 22 2176 203 1203 375 2486 1577 8541 2407 69150 2039 204 10661 2156 472 37 91 1276 66 2513 1004 2094 218 20 239
leaf_count=77266 34 12396 83 351 4194 1716 5869 8345 123 1415 960 16456 14330 23 31 23 1609 23 19504 2739 45 52 123 347 344 22 2176 203 1203 375 2486 1577 8541 2407 69150 2039 204 10661 2156 472 37 91 1276 66 2513 1004 2094 218 20 239
internal_value=0 -8.88673e-08 6.63929e-06 6.21404e-06 6.91841e-06 7.43674e-08 4.30313e-05 6.92897e-05 -0.000231704 3.03412e-05 3.21593e-06 -1.6065e-05 -3.88436e-05 -7.28751e-05 0.000755854 0.000115816 -7.63405e-05 -6.05777e-05 1.459e-05 -6.33393e-05 3.36221e-05 0.000630121 -0.000210581 -1.70306e-05 -0.000164874 -0.000418956 9.3427e-06 -0.000176395 1.7273e-05 -3.44761e-05 0.000125592 6.38163e-05 -9.63608e-06 3.20099e-05 -1.585e-05 -8.5474e-05 -0.000121197 -7.66507e-06 -4.55985e-05 -0.00014253 -0.000260029 -3.4353e-05 3.41622e-05 -0.000377967 -1.83455e-05 6.04941e-05 -6.53372e-05 0.000140385 0.000552104 -0.000586305
internal_weight=0 279597 164013 163930 163579 137517 26062 20193 1839 11936 135678 57209 32821 18491 77 46 18414 16479 24388 4787 19601 97 1935 3827 1088 369 10521 1812 78469 719 8257 4063 115584 15007 100577 10580 2611 89997 20847 4575 2193 2382 1986 396 16272 5611 3098 1514 238 305
internal_count=279631 279597 164013 163930 163579 137517 26062 20193 1839 11936 135678 57209 32821 18491 77 46 18414 16479 24388 4787 19601 97 1935 3827 1088 369 10521 1812 78469 719 8257 4063 115584 15007 100577 10580 2611 89997 20847 4575 2193 2382 1986 396 16272 5611 3098 1514 238 305
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=51
num_cat=0
split_feature=8 5 3 0 1 9 10 10 0 0 3 0 12 12 3 9 4 4 1 10 10 0 6 0 0 4 2 0 4 1 3 0 3 9 0 10 2 3 0 6 14 13 3 7 7 6 10 10 4 12
split_gain=0.00720856 0.00913123 0.0102244 0.0110399 0.010613 0.0125648 0.0124899 0.0119005 0.0113511 0.00947656 0.0138229 0.0141924 0.0113826 0.00916331 0.0161931 0.00949255 0.0182261 0.00919249 0.00905722 0.0105523 0.0116477 0.0159481 0.0117278 0.00956305 0.0444947 0.0152279 0.00984798 0.0143101 0.00883298 0.0197351 0.0201138 0.0176251 0.0169614 0.0156794 0.0359621 0.0147183 0.0133015 0.0290146 0.0248172 0.0245165 0.0335537 0.0285275 0.0251225 0.0232854 0.019118 0.0257338 0.0473265 0.0514028 0.0265504 0.0258166
threshold=1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 1222.5833773881889 1558.814692156295 2.5000000000000004 0.3066239316239317 0.36899313501144165 658.36447093627214 983.43194644661196 17.500000000000004 1078.5099592134823 10.500000000000002 3.5000000000000004 33.500000000000007 3.5000000000000004 8.5000000000000018 5.5000000000000009 1441.7511346115853 0.74133811230585434 0.57979626485568769 473.58088045802202 1.5000000000000002 1001.157454449629 952.21519948873902 3.5000000000000004 1.5000000000000002 907.74089229267565 7.5000000000000009 2392.1183921884472 20.500000000000004 658.36447093627214 20.500000000000004 4.5000000000000009 1070.0586822807675 0.096006144393241177 3.5000000000000004 42.500000000000007 1013.9723183850269 4.5000000000000009 0.43826219512195125 0.39208074534161497 38.500000000000007 4.5000000000000009 3.5000000000000004 1.5000000000000002 0.37668918918918926 0.18834459459459463 11.500000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 5 7 -7 -4 -8 12 11 -11 -6 14 -12 -15 17 -17 19 20 -3 22 -22 24 26 -25 27 -21 -2 32 -31 -32 -30 36 35 -35 37 -33 43 40 44 42 -41 -38 45 46 47 -40 -47 -50
right_child=28 2 4 -5 9 6 8 -9 -10 10 13 -13 -14 15 -16 16 -18 -19 -20 23 21 -23 -24 25 -26 -27 -28 -29 29 30 31 33 -34 34 -36 -37 38 -39 39 41 -42 -43 -44 -45 -46 48 -48 -49 49 -51
leaf_value=-6.2657862157880183e-06 -9.9862556470358119e-06 2.3678793371349532e-05 -6.3666108673874394e-05 -0.00081093937014451345 1.6686546880807938e-05 0.0004074870893918386 -0.00022579441483588762 0.00011883719222376616 0.00040484759362500528 -7.7135604921608857e-05 0.00017982216144706722 -0.0012916051838546992 -0.00094204181420331405 7.0046042729424558e-05 0.0015747630769120799 -0.00045854371623136101 -0.0014342114303050745 0.00090541546898228781 -0.00012140951318242116 0.0015200919524068013 -0.00011965349135061844 0.00029779188385536069 0.00058948192637823626 -0.00010852529217531397 -0.0021321844102349134 0.0012677501748741536 -2.3389281588001159e-05 -0.00022838335875845092 8.0189260927558342e-05 -0.00061609692444714417 0.00032258604084001326 1.912599557908191e-05 0.00037582482562012915 0.00065456273854839055 0.0024084088968811556 -8.9008980170902083e-05 -5.88117278343255e-05 0.00098151758936148355 0.00092898196598980578 -0.0020528134846244939 0.0016465837257387845 -0.0027455778070725502 -0.00017117729413953118 0.00048465269928827043 -0.00084778389563941719 -0.00089314879899445401 0.0015563272653062914 -0.0017619791028222868 0.00047241706042253979 -0.0010616113086438712
leaf_weight=46791 156546 8746 1209 42 23612 599 188 3420 115 637 2235 25 31 2149 21 30 31 21 1439 25 500 958 66 44 25 37 13214 22 1863 129 440 9052 656 112 20 164 3461 79 36 24 23 20 68 209 124 140 55 35 106 37
leaf_count=46791 156546 8746 1209 42 23612 599 188 3420 115 637 2235 25 31 2149 21 30 31 21 1439 25 500 958 66 44 25 37 13214 22 1863 129 440 9052 656 112 20 164 3461 79 36 24 23 20 68 209 124 140 55 35 106 37
internal_value=0 1.02565e-05 2.32625e-05 -9.78199e-07 4.10021e-05 0.000104437 0.000275158 7.11711e-05 1.35582e-05 2.88161e-05 9.02841e-05 -0.000122999 1.54295e-05 0.000121751 0.000192807 4.98995e-05 -0.000478087 0.000103087 3.78412e-07 7.79275e-06 4.59064e-05 0.000173467 -3.69628e-05 -2.14903e-05 -2.47925e-05 0.000520144 -2.08196e-05 0.000701657 -6.28356e-06 2.81104e-05 5.42845e-06 1.10727e-05 0.000157179 1.11515e-06 0.000361087 0.00021273 -6.79573e-06 2.74525e-05 -7.88843e-05 -0.000359199 -0.000223248 -0.0010341 -0.000662039 -2.78624e-05 -0.000303935 -0.000139052 0.000455334 -0.000397548 -0.00040369 7.55006e-05
internal_weight=0 106232 59441 25118 34323 5531 902 4629 303 28792 5149 662 23643 4487 2256 2231 82 51 25076 23637 10270 1524 566 13367 13286 81 13261 47 173399 16853 14334 14205 2519 13765 296 276 13469 9131 4338 668 556 112 92 3670 533 409 126 71 283 143
internal_count=279631 106232 59441 25118 34323 5531 902 4629 303 28792 5149 662 23643 4487 2256 2231 82 51 25076 23637 10270 1524 566 13367 13286 81 13261 47 173399 16853 14334 14205 2519 13765 296 276 13469 9131 4338 668 556 112 92 3670 533 409 126 71 283 143
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=51
num_cat=0
split_feature=7 2 12 5 9 10 9 12 14 0 14 8 0 2 14 4 1 5 1 1 4 6 5 13 0 6 13 13 10 0 13 3 7 3 7 6 14 3 13 0 2 3 5 7 10 4 14 10 3 0
split_gain=0.00728026 0.0195568 0.0169229 0.0144464 0.0142675 0.01724 0.020815 0.0272693 0.0286699 0.0195068 0.0192176 0.0192286 0.0190422 0.0192562 0.0171034 0.0180512 0.0191802 0.0219789 0.0186094 0.0210799 0.0183049 0.0171117 0.0205138 0.0259732 0.0163484 0.0162795 0.0215908 0.0199928 0.030895 0.0152784 0.0332108 0.0197863 0.0186943 0.0180354 0.0161437 0.0155977 0.0208654 0.0345964 0.0203466 0.0179936 0.0156891 0.0167643 0.0152054 0.0166068 0.0184319 0.0178204 0.0150304 0.0148013 0.0169166 0.0349318
threshold=1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 7.5000000000000009 2.5000000000000004 0.6198686371100165 1.5000000000000002 3.5000000000000004 0.15075757575757578 789.71738991915538 0.063164893617021281 1.5000000000000002 441.51958211472498 3.5000000000000004 0.62678571428571439 5.5000000000000009 2275.0720736400158 2.5000000000000004 2350.1708904636766 2207.0293116104267 8.5000000000000018 4.5000000000000009 4.5000000000000009 0.45080645161290328 1222.5833773881889 1.0000000180025095e-35 0.22361111111111112 0.11237373737373739 0.9104278074866311 1242.5784396434321 0.40967365967365971 22.500000000000004 3.5000000000000004 33.500000000000007 2.5000000000000004 1.0000000180025095e-35 0.56949806949806958 19.500000000000004 0.89379699248120315 730.70522058223889 2.5000000000000004 18.500000000000004 2.5000000000000004 3.5000000000000004 0.64400921658986188 5.5000000000000009 0.040408163265306128 0.04819976771196284 14.500000000000002 617.77985025136707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 -7 8 10 -9 11 -8 -2 29 21 16 17 -16 19 -17 -20 -10 -23 -24 -15 26 27 -11 -29 34 31 -31 33 -32 47 36 38 -38 -36 -39 -37 -42 -12 44 -44 -45 -27 48 -14 -50
right_child=4 -3 -4 -5 -6 6 7 9 14 25 42 -13 13 24 15 18 -18 -19 20 -21 -22 22 23 -25 -26 46 -28 28 -30 30 32 -33 -34 -35 35 40 37 39 -40 -41 41 -43 43 45 -46 -47 -48 -49 49 -51
leaf_value=3.3618678180056767e-06 0.00010952653456779206 -7.7419631430728476e-05 5.6646674850440164e-05 0.00019816870363105596 1.8949446059430221e-05 -1.6912362646509722e-05 0.00024808830151350718 0.00010150488479053005 1.3691668448841314e-05 -2.8511738232799413e-05 0.00018118968321448662 -0.00033895007001404905 -5.6193655295652656e-05 0.00034296921437961133 7.2468904803895845e-06 0.00034728033820898057 -0.00048740592243172015 0.00026843069061020634 0.0010865129245982077 -0.00050889628144996728 2.7922484953486332e-05 -0.0010650613212980975 0.0010102966630428627 -0.00093498159985756508 -0.0010856887758044261 0.00025397564908303139 -0.00040232215660147461 0.00036781890296124598 0.0024149012356065214 -0.00055363215986395462 0.00062401794728949818 8.678603160284372e-05 -0.0002529228214241032 0.0018099431102475434 -0.00014133394754684573 -3.7603020096008718e-05 3.5844048527556909e-05 0.0022634907469513232 0.0014648396661505105 0.00069215011262370029 -0.00048468921808504889 -0.00018719919732746893 -0.00052828046772985398 0.00051712888165465786 0.00047535473487874855 0.0020833201006098534 -0.0002501376384900487 -5.9224505357286008e-05 0.00050794154870661924 3.8625354273412307e-05
leaf_weight=98154 2011 6218 19103 961 38987 53575 314 1215 7903 438 891 251 3204 431 2139 414 142 1292 138 87 58 81 37 32 21 160 210 235 20 138 126 957 42 43 1395 1335 474 22 20 106 581 2561 49 42 689 32 1949 27125 463 2760
leaf_count=98154 2011 6218 19103 961 38987 53575 314 1215 7903 438 891 251 3204 431 2139 414 142 1292 138 87 58 81 37 32 21 160 210 235 20 138 126 957 42 43 1395 1335 474 22 20 106 581 2561 49 42 689 32 1949 27125 463 2760
internal_value=0 9.00983e-06 1.35558e-05 5.25068e-06 -7.22412e-06 -1.60052e-05 -1.02267e-06 4.42154e-05 7.66116e-05 -6.76116e-05 0.000239984 -1.27022e-05 -4.07599e-05 -4.79895e-05 4.65436e-05 0.000127438 8.20324e-05 0.0001056 0.000360199 0.000198603 0.000773257 3.65042e-06 -0.000525389 0.000108139 0.000276594 -0.000135831 4.18158e-05 0.000176403 0.000528374 -5.15374e-05 0.000116757 6.07579e-06 0.000691142 0.000925762 -5.70258e-05 -0.000129186 -1.37379e-05 0.000232815 -0.000118632 0.000962224 -0.000181198 -0.000242209 0.000323816 0.000480319 0.000408718 0.0011944 -0.000211893 -4.30593e-05 2.51655e-05 0.000106045
internal_weight=0 124436 118218 99115 155195 116208 72393 18818 14591 4227 2268 565 43815 41804 12323 4270 3573 3431 697 501 196 8053 150 69 452 3012 903 693 255 41352 1306 1095 211 169 40046 6494 2017 602 1415 128 4477 3142 1703 812 738 74 2109 33552 6427 3223
internal_count=279631 124436 118218 99115 155195 116208 72393 18818 14591 4227 2268 565 43815 41804 12323 4270 3573 3431 697 501 196 8053 150 69 452 3012 903 693 255 41352 1306 1095 211 169 40046 6494 2017 602 1415 128 4477 3142 1703 812 738 74 2109 33552 6427 3223
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=51
num_cat=0
split_feature=0 3 14 3 1 13 6 7 3 1 7 4 0 13 1 1 1 3 3 3 13 0 1 1 5 10 0 0 14 0 13 13 4 12 1 10 10 0 0 9 13 13 4 8 14 6 8 10 10 1
split_gain=0.00713966 0.00859989 0.00736425 0.0105258 0.0269978 0.0262316 0.0223229 0.0221366 0.0202007 0.044865 0.0247625 0.0234624 0.0215015 0.0264654 0.0217301 0.0208847 0.0199708 0.0295684 0.0241064 0.0198653 0.0193257 0.0239717 0.0207295 0.0186887 0.0191565 0.0243283 0.0281951 0.0264049 0.0194073 0.0253081 0.0169193 0.0168833 0.0173925 0.0216805 0.0879188 0.0168719 0.0168051 0.0167776 0.0165314 0.0207073 0.015854 0.0156719 0.0244206 0.0202158 0.0156668 0.0177672 0.0177395 0.0156193 0.0282754 0.0547304
threshold=355.87763915758541 7.5000000000000009 0.077677224736048281 29.500000000000004 2969.5094685919271 0.30495169082125612 2.5000000000000004 4.5000000000000009 23.500000000000004 2669.2593881982461 4.5000000000000009 8.5000000000000018 861.95849707912703 0.077677224736048281 2627.3186063900753 2571.3753443570063 2287.1494267431067 20.500000000000004 20.500000000000004 25.500000000000004 0.33712121212121215 838.67050112781965 2364.0969371768856 3297.5540643465279 5.5000000000000009 0.96922348484848497 989.51400485044212 924.13557371275863 0.32200460829493094 1040.0256050067871 0.069366479550922219 0.41763565891472876 7.5000000000000009 1.5000000000000002 2452.3200893468074 0.97182539682539693 0.8021739130434784 928.78428753650576 848.41687930959222 4.5000000000000009 0.21807065217391305 0.098780487804878067 7.5000000000000009 1.5000000000000002 0.66260162601626027 1.0000000180025095e-35 2.5000000000000004 0.24695121951219515 0.3133928571428572 3616.7164640063575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 7 23 40 9 11 15 16 14 19 20 -10 17 -4 31 -14 22 -22 -12 24 41 26 27 -26 29 -28 -9 32 33 34 -18 -8 37 -21 -25 47 -6 42 -5 -43 45 -42 -47 -40 49 -49
right_child=2 -3 3 6 5 -7 35 30 10 -11 12 -13 13 -15 -16 -17 18 -19 -20 36 21 -23 -24 38 25 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 44 43 -44 -45 -46 46 -48 48 -50 -51
leaf_value=-0.00065188155781283541 -2.5034315712878856e-05 -9.0066192265116942e-05 2.2824918890221663e-06 0.0011420860968749313 -0.00010681904682122246 -0.00033123105583846447 -4.4541330965214022e-06 -0.00025150086933180044 0.0002404249336508548 -0.00028052365158595091 0.00088923206096705129 0.00019548617261981238 -0.00083499931635359599 -0.00051829788390736497 -0.00054363230278413029 5.7686220999795276e-05 -5.2912832723210019e-05 0.00013836257828245854 -1.7585629564027655e-05 0.0018354044916729134 0.00033595482283916135 0.0017344195037730971 -0.00026115567011472126 -0.00019900621307270144 0.00025736234780313186 0.001774990483713539 0.0012582428954192437 0.0016123406546923553 -0.00065434773871314155 -0.00016559707680282603 0.0014219309567124585 -0.00040797645670272365 -0.00045591584889574308 -0.00010627419496726696 0.0033573580338903102 -0.00048636682944452523 -4.2696891697359423e-05 0.00024102038428695365 0.00028491475419629812 0.00085002435563304992 -0.00048244357289325805 0.0015113004570426795 -0.00061706328101439453 0.0004690403167769546 0.0015660776691220236 0.00052389827984497051 -0.0002013738840993028 0.0002854151300778811 9.0347147125025942e-05 -0.0014348111964844086
leaf_weight=73 25638 1018 202912 34 3472 1080 3360 23 1855 1414 49 1556 38 510 107 9951 106 4072 13026 33 131 40 195 435 153 23 40 47 129 142 44 572 340 3137 23 192 79 33 846 97 93 87 47 100 20 259 125 94 1690 91
leaf_count=73 25638 1018 202912 34 3472 1080 3360 23 1855 1414 49 1556 38 510 107 9951 106 4072 13026 33 131 40 195 435 153 23 40 47 129 142 44 572 340 3137 23 192 79 33 846 97 93 87 47 100 20 259 125 94 1690 91
internal_value=0 -0.000127658 5.00017e-07 3.08857e-06 1.29224e-06 -0.000112364 6.10127e-05 -5.37966e-05 3.7132e-06 2.41495e-07 6.42789e-05 2.00013e-06 -0.000150657 -0.000333208 9.16958e-05 8.63988e-05 6.57223e-07 4.9596e-06 -5.11053e-05 0.000182617 0.000255503 0.000663081 -3.01352e-05 0.000141177 0.000357358 0.000184242 0.000112643 0.000575782 -0.000185196 0.000147335 0.000847469 -0.000155612 -0.00011558 -8.01505e-05 0.00055512 -3.05035e-05 0.000449303 0.00103821 8.7879e-05 0.000132164 -6.90107e-05 0.000702299 0.000121345 0.000953942 0.000195115 0.000137632 0.000287807 0.000106573 2.61055e-05 -0.00056075
internal_weight=0 1091 278540 252902 245295 5116 7607 4036 240179 227158 13021 225744 1215 693 522 11806 224188 206984 17204 183 415 171 244 4055 802 534 511 200 311 182 67 4178 3606 3266 129 3552 145 66 3253 2818 3969 268 81 187 497 477 384 2721 1875 185
internal_count=279631 1091 278540 252902 245295 5116 7607 4036 240179 227158 13021 225744 1215 693 522 11806 224188 206984 17204 183 415 171 244 4055 802 534 511 200 311 182 67 4178 3606 3266 129 3552 145 66 3253 2818 3969 268 81 187 497 477 384 2721 1875 185
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=51
num_cat=0
split_feature=8 5 2 12 6 0 7 10 5 14 14 4 5 0 12 14 0 4 10 3 4 14 8 1 6 0 0 1 4 10 3 8 14 3 1 0 13 13 14 9 14 10 8 4 9 14 13 14 5 3
split_gain=0.00712968 0.0145086 0.0141543 0.0160375 0.0166678 0.0155866 0.0154008 0.0147135 0.0224271 0.0210467 0.0177594 0.0316106 0.0225698 0.0289342 0.0295357 0.0225184 0.0171843 0.013312 0.0129453 0.0267702 0.0175746 0.0137917 0.0128017 0.0125516 0.0123031 0.0270076 0.0168644 0.0238438 0.0143783 0.023264 0.0164562 0.0141247 0.0177292 0.0137907 0.0322368 0.0187207 0.0172469 0.015072 0.0142824 0.0128793 0.0124421 0.0123907 0.0123129 0.0122889 0.012113 0.0129306 0.0118356 0.0118304 0.0202511 0.0118202
threshold=3.5000000000000004 3.5000000000000004 3.5000000000000004 6.5000000000000009 1.5000000000000002 654.32431632631881 7.5000000000000009 0.69337606837606847 6.5000000000000009 0.16064516129032261 0.077677224736048281 7.5000000000000009 8.5000000000000018 786.89210308344707 9.5000000000000018 0.04819976771196284 937.98699740156701 1.0000000180025095e-35 0.33012820512820518 32.500000000000007 8.5000000000000018 0.1012820512820513 2.5000000000000004 2089.9268894673855 3.5000000000000004 666.84477303935716 937.98699740156701 1992.9914357724244 6.5000000000000009 0.83558558558558571 23.500000000000004 1.5000000000000002 0.26201372997711675 20.500000000000004 2423.1344677252664 757.83164246805711 0.17445652173913045 0.080540540540540564 0.32200460829493094 1.5000000000000002 0.045983086680761107 0.56711711711711721 2.5000000000000004 7.5000000000000009 1.5000000000000002 0.14854215918045707 0.6198686371100165 0.10435571687840291 5.5000000000000009 41.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 24 4 6 -6 18 10 9 -9 11 16 13 -12 49 -13 -5 -1 19 23 -21 -20 -19 -4 33 42 27 -27 30 -30 31 32 -29 34 36 40 37 41 -39 -40 -35 47 -26 -42 -43 -46 -38 48 -3 -15
right_child=-2 2 3 7 5 -7 -8 8 -10 -11 12 15 -14 14 -16 -17 -18 22 21 20 -22 -23 -24 -25 25 26 -28 28 29 -31 -32 -33 -34 35 -36 -37 46 38 39 -41 43 44 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00023081515432636833 -3.1523975371644362e-05 7.3068367542693951e-05 0.00022982991142262585 0.00063178788182933392 0.0002230792003953935 -5.277913207029857e-05 0.0011616904590151867 -0.0017148337465383717 0.00084783197178140931 0.00026699438513744445 -0.00011812280439726102 -0.00022528291656806902 -0.0009896395193343913 0.00085536246089817263 -0.00042976109783113422 -0.0017580569526684043 -0.00078821756223288299 -6.6295743571335772e-07 3.2224900474108488e-05 0.0017731898994367971 0.00029974855922723881 -0.00039533023627510056 -7.2607905595344175e-05 -0.00018309513901082635 0.00077078189427565505 0.0001711420831085775 -2.2688227971321697e-07 -0.00015392977971044418 -0.0002723232927215017 -0.0018762124568456784 -8.1779639584942168e-05 -0.00034594183442635543 -0.0014920867434752003 0.0013647531519247289 -0.0015884999643951175 7.0299127565515496e-05 -3.9870146702074082e-05 5.9963365480147863e-05 0.00010537600318394562 0.00037578167335346137 0.00022918199603709987 2.2739067494750986e-05 -8.4184300055208279e-05 0.0010607466433553937 0.00068296430910979537 0.00015748474592889227 4.783893219435043e-05 -0.0001367433714471755 0.001552126798088904 0.0020638608468950474
leaf_weight=642 16855 162 211 118 684 2037 22 37 23 21 134 68 27 252 45 37 26 208571 242 28 73 855 6372 1440 136 256 1685 38 52 40 390 256 71 27 31 12891 9653 1747 767 1034 812 2023 61 47 144 626 6394 1419 27 22
leaf_count=642 16855 162 211 118 684 2037 22 37 23 21 134 68 27 252 45 37 26 208571 242 28 73 855 6372 1440 136 256 1685 38 52 40 390 256 71 27 31 12891 9653 1747 767 1034 812 2023 61 47 144 626 6394 1419 27 22
internal_value=0 2.02201e-06 2.71334e-05 -4.19857e-05 -7.21045e-05 1.65656e-05 -0.000156142 0.000165946 -0.000473356 -0.000997275 0.00023698 -0.000105663 0.000414726 0.00049843 0.00075742 -0.000765403 0.000375398 -3.4748e-06 -0.000166318 -8.19817e-05 0.000708227 -0.000301011 -2.79577e-06 -0.000130323 3.79819e-05 -5.97423e-05 -9.97209e-05 -0.000251713 -0.000379518 -0.000969666 -0.000307606 -0.0005489 -0.00102557 4.56982e-05 2.28305e-05 8.55792e-05 2.49122e-05 8.51399e-05 0.00016182 0.000260623 0.0003079 2.33218e-05 0.000506046 0.000274681 8.69794e-05 0.000255756 -4.92207e-06 -8.72477e-05 0.000284362 0.000952395
internal_weight=0 262776 47191 6402 5592 2721 2871 810 81 58 729 249 480 453 319 105 144 215585 2849 1752 101 1097 214943 1651 40789 2985 2788 1103 847 92 755 365 109 37804 24027 13777 23996 7949 3548 1801 886 4401 197 859 2793 770 16047 1608 189 274
internal_count=279631 262776 47191 6402 5592 2721 2871 810 81 58 729 249 480 453 319 105 144 215585 2849 1752 101 1097 214943 1651 40789 2985 2788 1103 847 92 755 365 109 37804 24027 13777 23996 7949 3548 1801 886 4401 197 859 2793 770 16047 1608 189 274
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=51
num_cat=0
split_feature=7 2 3 0 1 1 12 14 6 2 10 3 4 5 6 14 10 10 9 10 9 6 0 3 0 2 0 5 14 14 7 12 10 14 3 13 14 1 0 6 0 0 1 13 14 4 14 0 1 8
split_gain=0.00697402 0.0167822 0.0161492 0.0197913 0.0181586 0.0172281 0.0210674 0.0177528 0.014204 0.0135062 0.0214832 0.0209235 0.0167275 0.0154959 0.0151064 0.0140869 0.0134136 0.0157944 0.0132858 0.0155645 0.0185989 0.025643 0.0218614 0.0195136 0.0173449 0.0172643 0.0144502 0.0146125 0.0148998 0.0157953 0.0175247 0.0142043 0.0272394 0.0171378 0.0291375 0.0154255 0.0151116 0.0176539 0.02077 0.0171117 0.0225015 0.0142827 0.0164187 0.0142119 0.0142022 0.0177335 0.013795 0.0175372 0.0166256 0.0140332
threshold=1.0000000180025095e-35 3.5000000000000004 13.500000000000002 1364.7041533538422 1651.652491240254 1657.8115345718741 3.5000000000000004 0.43050193050193059 2.5000000000000004 2.5000000000000004 0.95060975609756104 24.500000000000004 7.5000000000000009 7.5000000000000009 4.5000000000000009 0.30151515151515157 0.90121951219512209 0.96609195402298864 2.5000000000000004 0.6198686371100165 1.5000000000000002 1.5000000000000002 1007.5118299007487 26.500000000000004 441.51958211472498 3.5000000000000004 1222.5833773881889 2.5000000000000004 0.58434959349593507 0.28062500000000007 2.5000000000000004 3.5000000000000004 0.90550595238095244 0.13423423423423428 28.500000000000004 0.22361111111111112 0.053342816500711245 3007.5741317529969 952.21519948873902 1.0000000180025095e-35 781.39118733466205 838.67050112781965 2818.3175397299569 0.067424242424242428 0.04819976771196284 6.5000000000000009 0.64400921658986188 972.47622060718538 2648.2431066574563 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 9 16 11 14 -7 15 -13 -11 -12 -8 -18 19 24 -21 31 23 -23 -2 -26 27 -27 29 -29 -31 32 33 -22 46 36 37 38 44 -38 -41 -34 -43 -39 45 -33 -35 48 -48 -49
right_child=18 -3 5 -5 -6 6 8 -9 -10 10 12 13 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 25 26 -28 28 -30 30 -32 35 41 34 -36 -37 39 43 -40 40 -42 42 -44 -45 -46 -47 47 49 -50 -51
leaf_value=2.0044993824770258e-06 0.00010436720155075886 -7.1245753380303617e-05 0.00011809043200434811 -0.0014369488208709905 -0.00021412757859691039 4.9909813199249725e-06 0.00011686014127667401 5.3951235151474138e-05 -8.4909987850162696e-05 -5.2740026653571291e-05 -0.0010766289670127733 0.00035882998068997526 -1.2568935954794108e-05 0.0019320250792509838 -0.00047765640335138563 -1.2694574642653873e-05 -2.2913399671572048e-05 0.00066846415992853625 1.818652557446008e-05 -1.6328341690204109e-05 0.00025482520636394327 -3.420234186567197e-05 -0.00023618402476992544 0.0003415129053268966 -4.9324397796683347e-05 0.0012097964632890321 -0.0010193866866064214 0.00034580984029590212 0.0012616920887012384 -0.0011737262649971639 0.00015794042085569043 -0.00069213624779617278 7.4794384440442983e-05 2.1948638568949014e-05 0.0015743668846880611 -0.00022900172702417627 0.00013583016790224111 0.00041164136436280048 0.0012340505326703145 0.00021537279571517008 -0.00033869880508200596 0.0015141092435644371 0.00018093626097063809 -0.0014068433819127016 0.00096823869278610123 0.00075548660105970861 0.00013403507007267595 0.0001179436536403955 -0.001312637500377605 0.0010957558307889612
leaf_weight=72600 2011 6218 5683 24 985 7593 9977 8775 1292 7711 129 49 103 23 215 41 2933 85 38987 53575 1412 3301 1259 386 41352 42 21 255 32 42 60 56 52 6471 32 693 984 21 79 264 599 72 34 22 42 34 2835 64 20 86
leaf_count=72600 2011 6218 5683 24 985 7593 9977 8775 1292 7711 129 49 103 23 215 41 2933 85 38987 53575 1412 3301 1259 386 41352 42 21 255 32 42 60 56 52 6471 32 693 984 21 79 264 599 72 34 22 42 34 2835 64 20 86
internal_value=0 8.8183e-06 1.30295e-05 -1.35684e-06 -8.88619e-07 3.67683e-05 2.48956e-05 -3.11445e-06 7.32011e-05 -3.46797e-05 -7.92871e-05 1.30353e-05 -0.000515385 0.000861378 -6.42663e-05 -0.000820033 8.8921e-05 -3.4412e-06 -7.07055e-06 -1.55441e-05 -1.3083e-06 4.14539e-05 -5.62947e-05 5.1321e-06 -3.90652e-05 -4.5965e-05 0.000261371 0.000323775 0.000228112 0.000135466 -0.000390393 7.63057e-05 0.000101715 9.22841e-05 6.81457e-05 -2.44405e-05 4.30326e-05 0.000404633 0.00059281 -6.69479e-06 -0.000169203 0.000753525 0.00108649 -0.000518746 0.000209037 -0.000145257 6.30593e-05 0.000151587 0.000123901 0.000678556
internal_weight=0 124436 118218 73609 73585 44609 38926 24639 14287 15864 8199 7665 273 72 7926 170 12995 3018 155195 116208 72393 18818 4946 3687 43815 41804 452 431 389 357 102 13872 11078 10920 9508 2794 2101 254 211 1847 863 158 106 43 132 90 9476 3005 2855 150
internal_count=279631 124436 118218 73609 73585 44609 38926 24639 14287 15864 8199 7665 273 72 7926 170 12995 3018 155195 116208 72393 18818 4946 3687 43815 41804 452 431 389 357 102 13872 11078 10920 9508 2794 2101 254 211 1847 863 158 106 43 132 90 9476 3005 2855 150
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=51
num_cat=0
split_feature=4 8 12 2 13 14 0 10 13 0 3 14 13 12 0 4 0 1 1 3 5 4 1 0 14 3 1 5 14 3 6 9 0 0 9 10 14 14 7 4 1 0 2 6 9 10 5 9 0 4
split_gain=0.0069933 0.00687838 0.00866749 0.0147092 0.0137467 0.0133402 0.0128401 0.0115499 0.0169359 0.0125759 0.019142 0.0126243 0.0108293 0.0106609 0.00957041 0.00904666 0.0626034 0.0405848 0.0181147 0.0212837 0.0147638 0.0144539 0.0126226 0.0168124 0.0102783 0.0120212 0.0219182 0.0213506 0.0160314 0.014333 0.0163699 0.0181688 0.0112209 0.0132125 0.00997883 0.0119408 0.0098018 0.0174875 0.00882939 0.00858057 0.013784 0.0120865 0.0117399 0.0108283 0.00856463 0.0113656 0.00902619 0.00854848 0.0127147 0.0207163
threshold=16.500000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.096006144393241177 0.3816526610644258 529.02724129296462 0.56711711711711721 0.38585607940446659 737.86994514254707 20.500000000000004 0.47673160173160178 0.15075757575757578 10.500000000000002 1013.9723183850269 5.5000000000000009 1289.0088005912796 1419.6941230302543 1558.814692156295 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1670.9124033635953 835.12391301254218 0.043961352657004842 23.500000000000004 2846.3956359091098 2.5000000000000004 0.66260162601626027 24.500000000000004 1.5000000000000002 3.5000000000000004 773.3327466365821 865.45763568221207 2.5000000000000004 0.28759398496240607 0.29864864864864871 0.15075757575757578 2.5000000000000004 1.5000000000000002 1425.6699877693743 462.5928975098721 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.58434959349593507 3.5000000000000004 3.5000000000000004 895.46853471908219 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 13 -6 -7 8 9 -8 14 12 -12 47 -11 16 18 -18 19 36 -20 -22 23 -17 -24 44 27 28 -27 -28 38 34 -29 -34 -32 -36 37 -1 -31 40 41 -3 -42 -44 -26 46 -46 -4 -49 -50
right_child=-2 39 4 -5 5 6 7 -9 -10 10 11 -13 -14 -15 -16 22 17 -19 20 -21 21 -23 24 -25 25 26 29 32 -30 30 31 -33 33 -35 35 -37 -38 -39 -40 -41 42 -43 43 -45 45 -47 -48 48 49 -51
leaf_value=-2.9388660855013037e-05 0.00071704278016113685 -0.00021337096075397006 3.3496429027638874e-06 0.00070903889865978076 4.0431349267075988e-05 -0.00013465781619696572 0.00018820122131955942 7.4507153580959958e-05 -0.0010039539930100242 0.00046762349447133282 0.00069275303265183344 0.00051105832706877755 0.0019593810305620235 -0.00066397612667529876 -0.00013800356540652901 0.00012334651920190511 -0.0033884680419842802 -0.00049541313125734667 -0.00015136954128375344 0.00019655452969661718 0.00098836398132594446 -3.0180770616204748e-05 -0.00078167411464652643 0.0011828137505003006 -4.7275120150282726e-05 -0.00012887939970241861 -0.001260453851427883 0.0001586810340086231 0.0011253478201979307 0.00012436338761092526 -0.00018225500024382729 0.00073237790008230761 0.0021818485869853584 0.00090064033696923807 -0.0020481592050055042 -0.00039394081298572319 -1.240605009394123e-05 9.0818266053012734e-05 0.001495291655737674 -3.965683627290495e-06 -0.00017236514212061224 2.9409128031115836e-05 -0.00051809158504949196 0.00063294722481909305 0.00015342861350450436 -0.00042970304174541152 -0.00045855334499806522 -8.3074793102627718e-05 -0.00017444354202896835 -0.0015858084915611797
leaf_weight=5311 34 597 12743 73 20139 312 640 908 24 319 27 62 45 62 82 2564 22 27 3415 1425 35 7208 41 38 4013 125 25 32 32 23 69 36 27 79 20 24 36767 7031 24 166491 2539 3628 27 84 1381 98 63 723 78 39
leaf_count=5311 34 597 12743 73 20139 312 640 908 24 319 27 62 45 62 82 2564 22 27 3415 1425 35 7208 41 38 4013 125 25 32 32 23 69 36 27 79 20 24 36767 7031 24 166491 2539 3628 27 84 1381 98 63 723 78 39
internal_value=0 -8.7195e-08 9.93131e-06 -3.37668e-07 2.97948e-05 5.37573e-05 0.000164701 0.000209029 0.000310902 0.000337759 0.000516669 0.00103405 0.0014844 -9.82032e-06 0.00034378 -1.07792e-06 -7.86046e-06 -0.00179434 -6.42993e-06 6.06358e-06 -6.56668e-05 -2.52589e-05 4.6589e-05 0.000138819 7.32481e-06 1.26532e-05 0.000243503 0.000525558 0.000126759 -0.000132994 1.08143e-05 -0.000245824 0.000979263 0.00122699 -0.000557463 -0.00114586 5.36089e-07 3.90909e-05 0.000824412 -6.22609e-06 -6.09661e-05 -4.89613e-06 -0.000150361 0.000352965 -8.79026e-06 9.13652e-05 0.000126729 -6.8344e-06 -0.000161329 -0.000644899
internal_weight=0 279597 106231 70028 36203 22558 2419 2107 1199 1175 535 134 72 13645 401 69955 61241 49 61192 50534 10658 7243 8714 2602 6112 6071 516 295 157 221 196 149 138 106 113 44 49109 12342 47 173366 6875 4225 2650 111 5555 1542 1444 13583 840 117
internal_count=279631 279597 106231 70028 36203 22558 2419 2107 1199 1175 535 134 72 13645 401 69955 61241 49 61192 50534 10658 7243 8714 2602 6112 6071 516 295 157 221 196 149 138 106 113 44 49109 12342 47 173366 6875 4225 2650 111 5555 1542 1444 13583 840 117
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=51
num_cat=0
split_feature=11 11 3 1 8 5 8 3 0 7 2 6 3 10 10 10 0 7 14 0 0 13 13 4 13 10 0 10 0 4 12 12 10 10 14 10 1 13 6 3 5 5 6 12 1 0 1 12 7 0
split_gain=0.0068646 0.0115561 0.0112012 0.00975026 0.00879083 0.0126743 0.0143928 0.0140943 0.013915 0.0133113 0.0139093 0.015881 0.0132948 0.0131762 0.0213398 0.0321942 0.0544892 0.019928 0.0276772 0.0152432 0.015384 0.0205456 0.0150656 0.0139553 0.0137918 0.0136183 0.03182 0.0314649 0.0167794 0.0273226 0.0359287 0.0248311 0.0210453 0.0107771 0.0177896 0.0166088 0.0165298 0.0161847 0.0121117 0.0162739 0.0104539 0.00997262 0.00959965 0.0129576 0.0311387 0.0119749 0.0172078 0.011903 0.00960346 0.0317285
threshold=0.18350168350168353 0.76619433198380582 32.500000000000007 1493.6456239972256 7.5000000000000009 7.5000000000000009 5.5000000000000009 34.500000000000007 880.4064522592422 11.500000000000002 3.5000000000000004 6.5000000000000009 32.500000000000007 0.2022727272727273 0.032795698924731186 1.0000000180025095e-35 983.43194644661196 1.5000000000000002 0.050641025641025648 1113.5670458188422 798.01459575955221 0.10435571687840291 0.21132376395534294 7.5000000000000009 0.22792207792207794 0.3066239316239317 924.13557371275863 0.267479674796748 1001.157454449629 10.500000000000002 4.5000000000000009 6.5000000000000009 0.53452380952380962 0.48074074074074075 0.05634920634920635 0.7231800766283526 2299.1146759378844 0.20256410256410259 2.5000000000000004 33.500000000000007 11.500000000000002 9.5000000000000018 6.5000000000000009 6.5000000000000009 3906.2051313837133 654.32431632631881 1785.7219023655853 1.5000000000000002 5.5000000000000009 903.47680643148226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 42 8 -8 10 11 -7 -10 14 15 -12 24 18 -16 20 -19 -22 -23 -20 -17 26 -15 -28 -27 32 -31 -32 -30 34 -6 -35 41 38 40 -40 -38 -36 48 44 45 46 -44 -48 -1 -50
right_child=1 -3 -4 -5 33 9 7 -9 12 -11 13 -13 -14 25 17 16 -18 19 23 -21 21 22 -24 -25 -26 28 27 -29 29 30 31 -33 -34 35 36 -37 37 -39 39 -41 -42 -43 43 -45 -46 -47 47 -49 49 -51
leaf_value=3.7979014748537809e-07 -1.9277657008375447e-05 3.0225839225947504e-05 0.00036479078840691217 -0.00036768469752671571 0.0010943136643618346 0.00012332179991090964 -3.2411295954564897e-05 0.00088270288911492878 -0.00034034935507406774 0.0010163285631082347 0.00015947825176764889 -0.00038021286029533383 -0.0014611877742156918 -8.0886821309104559e-05 -0.0017651474979092285 -0.0024983115201549872 0.0011532300955150278 0.0002582757390363707 -9.7336457289128132e-05 -0.00071463485786807726 0.00032597212915649068 0.0024187364474390492 0.00099111890885978933 0.001271195778289162 -0.00092216616030782461 -0.00021905499567016225 -0.00054681860686590271 -0.0027106770580368387 0.0019468342080169049 -0.0013814392131998353 0.0018213585057916743 -0.00037036271241959185 0.00021220979979261756 -0.00083437671672151694 -5.6764659020700493e-05 -0.00015081616980760582 0.00012517663103958163 -0.00064559822040032759 -0.00050715595869059188 0.0011845934477274899 -0.001280830070754746 0.0014163165892198406 -0.00048802533198613677 0.00077937723284489228 -0.0014323792980576401 9.0937660194679172e-05 0.0015127897914984109 0.00026784955498442286 9.436896160768553e-05 -0.00034196847818315123
leaf_weight=266632 292 976 78 643 37 4687 510 30 480 37 147 162 28 125 22 35 20 99 98 20 52 33 42 23 23 544 42 28 36 38 24 28 34 115 20 391 39 121 21 44 20 27 25 76 32 848 48 32 848 819
leaf_count=266632 292 976 78 643 37 4687 510 30 480 37 147 162 28 125 22 35 20 99 98 20 52 33 42 23 23 544 42 28 36 38 24 28 34 115 20 391 39 121 21 44 20 27 25 76 32 848 48 32 848 819
internal_value=0 -9.25572e-05 -0.000210856 -0.000258877 6.63071e-07 1.15172e-06 -4.9413e-07 -0.000185429 -0.000216906 7.07018e-05 6.52022e-05 0.000106499 -0.000402128 -6.71502e-05 0.000111392 -0.00027619 -0.00109726 0.000335573 -0.000133809 0.000608425 0.000725509 0.00108973 0.00161927 0.000162798 -0.00187329 -0.000189091 -0.000558852 -0.00141236 -8.66719e-05 0.000363431 -0.000212803 0.000641201 0.0011043 -0.000161327 6.14426e-05 -0.000306171 -6.9435e-05 -0.000234205 0.000167235 0.000638028 -0.000351436 0.000789474 2.25397e-07 0.000150326 0.00010179 0.000153305 0.000656995 0.00101481 -3.68183e-07 -0.000120004
internal_weight=0 1989 1013 935 277642 276807 270408 1048 1018 6399 6362 4849 508 1513 614 225 78 389 143 246 226 127 75 121 58 899 195 70 704 160 90 52 70 835 329 506 292 245 124 65 59 47 269360 1061 985 953 105 80 268299 1667
internal_count=279631 1989 1013 935 277642 276807 270408 1048 1018 6399 6362 4849 508 1513 614 225 78 389 143 246 226 127 75 121 58 899 195 70 704 160 90 52 70 835 329 506 292 245 124 65 59 47 269360 1061 985 953 105 80 268299 1667
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=51
num_cat=0
split_feature=4 13 1 6 8 3 14 0 6 5 12 12 0 14 5 8 10 7 9 4 8 7 14 8 0 5 9 14 14 13 1 1 12 13 1 13 10 3 13 10 5 13 6 12 4 1 0 10 1 1
split_gain=0.00672744 0.018559 0.015296 0.0126236 0.0154562 0.0145983 0.012758 0.012026 0.0165205 0.0118488 0.016218 0.0117953 0.0147617 0.0129184 0.0141557 0.0184267 0.0122408 0.0170608 0.0147203 0.0116536 0.0120004 0.0117989 0.0200404 0.0146655 0.0135802 0.0138785 0.0135126 0.0122315 0.0160326 0.0260517 0.028645 0.0182523 0.0120702 0.0142442 0.0120323 0.0117107 0.0194754 0.0115777 0.0268332 0.0169183 0.0123156 0.0115351 0.0114872 0.0113657 0.0405522 0.0227957 0.0298406 0.0192662 0.0166741 0.0141719
threshold=3.5000000000000004 0.87750000000000006 2438.1594628963853 1.0000000180025095e-35 9.5000000000000018 26.500000000000004 0.21807065217391305 750.05186893448547 5.5000000000000009 11.500000000000002 1.5000000000000002 2.5000000000000004 995.44446815408207 0.19399641577060936 5.5000000000000009 2.5000000000000004 0.53452380952380962 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 0.38548951048951058 5.5000000000000009 865.45763568221207 4.5000000000000009 3.5000000000000004 0.080540540540540564 0.15075757575757578 0.074537037037037054 2790.319728588885 2554.1430983545456 5.5000000000000009 0.16064516129032261 2763.170641305167 0.11237373737373739 0.28759398496240607 44.500000000000007 0.037749287749287756 0.97014260249554385 16.500000000000004 0.57979626485568769 2.5000000000000004 2.5000000000000004 5.5000000000000009 1848.9026265255354 1264.1367493995072 0.81322674418604668 1670.9124033635953 1205.6450475795143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 43 11 5 7 -4 -7 8 -5 10 -9 12 -1 14 16 -16 18 -18 -13 -12 21 23 24 26 25 -23 27 -21 29 30 -29 -30 -26 -34 -28 36 -33 38 -11 40 -40 -31 -38 44 49 46 47 -45 -46 -2
right_child=1 -3 3 4 -6 6 -8 9 -10 37 19 13 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 32 -27 34 28 31 41 -32 35 33 -35 -36 -37 42 -39 39 -41 -42 -43 -44 45 48 -47 -48 -49 -50 -51
leaf_value=3.0684886369163038e-07 2.4876357041560404e-05 5.4749680807436184e-05 -0.00063234891240760566 2.9890800470769005e-05 -0.0010112670732713824 0.0011450909158156719 -0.00052186227615245366 -0.00059004036338614074 0.00089788007273455166 0.0015676349628011923 -0.0010565506621787791 -0.00012998288875388367 0.00017985421971505484 -6.7312138843808719e-05 0.00052978875508670812 -4.8207076079076572e-06 6.0041272562304903e-05 -0.00027242442607512777 2.5624551073659464e-05 -0.00015952202063497932 -0.0010158017623539577 -0.00071177898190040705 0.00034284973139497073 -0.00065383691703789829 -0.00083676384832930071 0.00056864216773754972 -0.0011602056808104472 0.00070083039445307811 -0.00057112081744033249 6.1423239028292966e-05 0.003044548266916536 -0.0010080383385009614 -0.00049135994232057717 0.00084978695511101529 0.00012472793965379855 0.00083644848648102099 0.0013796298003095823 -0.00086418469879953651 -0.00052140123644889692 0.0012982682174631256 0.00076816477849206422 0.0013656218608264767 -8.7970624542019026e-05 0.00011099907261317993 0.00013003024808413771 -2.5815390947337631e-08 0.0019965868271538058 1.533530903137531e-06 2.0123083374103459e-05 -5.0305271937052643e-05
leaf_weight=77190 7337 17636 218 350 45 24 22 210 65 37 32 3427 1162 14610 285 371 5875 413 2731 145 34 33 111 63 182 59 35 32 69 88 22 31 83 26 38 79 24 21 81 22 24 21 30 9376 4075 60169 20 7036 22532 43030
leaf_count=77190 7337 17636 218 350 45 24 22 210 65 37 32 3427 1162 14610 285 371 5875 413 2731 145 34 33 111 63 182 59 35 32 69 88 22 31 83 26 38 79 24 21 81 22 24 21 30 9376 4075 60169 20 7036 22532 43030
internal_value=0 6.17151e-06 -9.74571e-06 -0.000135754 -9.46398e-05 -0.000461556 0.000347852 -7.44892e-05 0.000165841 -0.000135603 -0.000183775 -6.94668e-06 2.96963e-06 -3.49837e-05 1.06562e-06 0.000227441 -1.08661e-05 3.82047e-05 -6.09728e-05 -0.000114805 -8.97961e-05 -6.29095e-05 -0.000248708 7.2666e-05 -0.000420152 0.000109361 0.000147209 0.000233372 0.000377234 0.000757607 0.00165568 0.000111137 -0.000587558 -0.000171453 -0.000491336 0.000398184 -9.14344e-06 0.000241184 0.000382725 3.75146e-05 -0.000226643 0.000312691 0.000564296 5.92963e-07 -1.29762e-05 1.42282e-05 6.64222e-05 6.407e-05 3.69559e-05 -3.93535e-05
internal_weight=0 171211 108420 2356 2092 264 46 2047 415 1632 1447 106064 78352 27712 13102 656 12446 6288 6158 1237 1205 1171 494 677 383 92 614 541 396 163 54 233 291 109 73 164 85 185 164 127 105 109 54 153575 76974 76601 16432 16412 26607 50367
internal_count=279631 171211 108420 2356 2092 264 46 2047 415 1632 1447 106064 78352 27712 13102 656 12446 6288 6158 1237 1205 1171 494 677 383 92 614 541 396 163 54 233 291 109 73 164 85 185 164 127 105 109 54 153575 76974 76601 16432 16412 26607 50367
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 9 10 1 9 10 2 10 9 10 6 3 3 10 0 10 14 14 0 13 13 4 12 1 3 1 12 6 2 9 5 10 1 0 14 13 10 14 13 13 0 7 1 0 0 4
split_gain=0.00682794 0.0358341 0.0334571 0.0259287 0.0245599 0.0294922 0.0347143 0.0215691 0.0177401 0.0401815 0.0438538 0.026781 0.0341456 0.0326891 0.0223108 0.019974 0.0177689 0.0173767 0.0162339 0.0219164 0.0156102 0.0194435 0.015115 0.0181632 0.0178793 0.0147534 0.0156961 0.0148378 0.0301131 0.0212586 0.0190656 0.0155065 0.0539982 0.0223328 0.0319499 0.0256505 0.026169 0.0210946 0.0294965 0.02046 0.0194601 0.0193513 0.0171907 0.0168034 0.0167316 0.0165064 0.0175981 0.0160187 0.015278 0.0150674
threshold=11.500000000000002 1446.884972012386 1401.7843264753144 12.500000000000002 476.23565573595209 3.5000000000000004 0.45584415584415588 2207.0293116104267 2.5000000000000004 0.33012820512820518 2.5000000000000004 0.74133811230585434 1.5000000000000002 0.19756097560975613 1.0000000180025095e-35 8.5000000000000018 9.5000000000000018 0.71240601503759404 594.28164584295212 0.63245614035087727 0.39736842105263165 0.36939571150097467 831.91154688670701 0.29893617021276603 0.55086206896551737 2.5000000000000004 2.5000000000000004 1570.8321245839154 14.500000000000002 1670.9124033635953 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 8.5000000000000018 0.85092592592592597 2469.2009762718558 928.78428753650576 0.080540540540540564 0.077677224736048281 0.79772727272727284 0.24190177638453506 0.053342816500711245 0.069366479550922219 708.06829806100552 4.5000000000000009 3364.5296915318181 1289.0088005912796 928.78428753650576 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 5 6 -5 -7 11 16 -11 13 14 -1 20 17 -10 -15 -17 -20 21 22 -13 -24 -25 26 -6 -27 30 -30 48 32 33 39 40 36 -36 -34 -39 -31 43 49 -40 47 -42 46 -46 -35 -29 -38
right_child=1 3 -4 4 25 7 -8 -9 9 10 -12 12 -14 15 -16 18 -18 -19 19 -21 -22 -23 23 24 -26 27 -28 28 29 31 -32 -33 37 34 35 -37 41 38 42 -41 44 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-2.2123807983062938e-05 6.285096524344745e-05 -0.00010532548748253203 -0.00021141875380035178 0.00046357108472131587 9.2873709760398954e-07 -0.00015034420797385557 -0.000125337581929087 0.0007684553475805193 -0.00015968511357320557 -5.1216892508511458e-05 -0.00062201658249250614 3.9106710805632521e-05 -0.00014555580176847709 2.8722271847287025e-05 -6.0721643093029306e-05 0.00016276946429261916 3.6039623967144038e-05 -0.00029393933600566357 -3.3579386572840407e-05 0.00023314841673138312 -1.3400041616419511e-05 0.00030892435026420135 0.0010884490299322112 -0.0010092451039651808 0.00056883276553708134 5.2965211597755788e-05 -0.00010805189378682795 -0.00011289733119283 0.00010844896572128732 0.00011082567716798691 -2.5178523077263311e-06 -1.0014575785369627e-05 -0.00016073422010305671 -3.3055979355131044e-05 0.0011111555203015308 0.0018875668497963087 -0.0017345798335141314 0.0014943912593836381 0.00086857459533053486 -6.0394450386472398e-05 1.4489055366663128e-05 0.00061162108042346391 -0.0004513858392759151 7.8522948856592667e-05 0.0002876167308678198 0.0015367742592039017 -0.00099898139532241556 0.00077535266107353834 -0.0012248824906325149 -6.47175613890535e-05
leaf_weight=11803 23556 5959 2057 989 6797 730 335 70 1671 692 655 9779 5078 2747 13152 7623 3789 492 2882 1051 15130 762 76 28 50 13544 6429 8656 4879 2340 6281 83775 4115 5264 82 36 22 46 37 6859 836 54 74 16468 1700 26 27 62 31 35
leaf_count=11803 23556 5959 2057 989 6797 730 335 70 1671 692 655 9779 5078 2747 13152 7623 3789 492 2882 1051 15130 762 76 28 50 13544 6429 8656 4879 2340 6281 83775 4115 5264 82 36 22 46 37 6859 836 54 74 16468 1700 26 27 62 31 35
internal_value=0 4.92508e-06 -1.23946e-05 -2.80327e-06 7.77819e-07 0.000169738 0.000314565 -6.99492e-05 -7.10934e-06 -8.4199e-05 -0.000328777 3.17795e-07 -2.36013e-05 3.99357e-05 -7.71285e-06 8.94449e-05 -2.38607e-05 -2.02896e-05 0.000120202 3.76972e-05 1.92831e-05 6.55194e-05 4.68468e-05 0.000538344 2.34327e-06 -1.3523e-06 -5.20454e-05 2.96636e-06 -1.81248e-06 6.10862e-06 -6.8882e-05 2.01108e-06 2.84651e-05 4.96283e-05 7.44716e-05 0.000662309 0.000433764 -0.000139032 0.000429788 -1.68402e-05 6.89507e-05 -6.66516e-05 -1.1399e-05 5.35552e-05 0.00019855 0.000286327 0.000267502 -2.36453e-05 -0.000116866 -0.000709226
internal_weight=0 200114 79517 176558 170599 2124 1324 800 77460 6807 1347 70653 44055 26598 38977 14795 5460 3239 11556 3933 25825 10695 9933 154 78 168475 13226 155249 141705 126737 14968 121858 38083 33811 24612 229 193 4272 157 9199 24383 111 111 21794 2589 1753 1727 5326 8687 57
internal_count=279631 200114 79517 176558 170599 2124 1324 800 77460 6807 1347 70653 44055 26598 38977 14795 5460 3239 11556 3933 25825 10695 9933 154 78 168475 13226 155249 141705 126737 14968 121858 38083 33811 24612 229 193 4272 157 9199 24383 111 111 21794 2589 1753 1727 5326 8687 57
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=51
num_cat=0
split_feature=7 2 3 1 0 14 9 8 10 5 1 3 7 11 7 14 14 14 3 10 1 0 10 4 3 10 11 10 1 0 13 8 0 4 10 6 14 3 3 13 0 9 10 10 12 14 13 1 10 10
split_gain=0.00684104 0.0148761 0.0154714 0.0136988 0.0202063 0.0146036 0.01259 0.0144123 0.0170208 0.0178632 0.0176594 0.0155926 0.0151177 0.0144074 0.0143648 0.0136439 0.0138558 0.0145694 0.0162654 0.0251798 0.0143477 0.0166455 0.015873 0.0132735 0.0141665 0.0132276 0.0129902 0.0128874 0.0150313 0.0324919 0.0193999 0.0123952 0.0123108 0.0126596 0.0140802 0.0123741 0.014478 0.0392987 0.0172032 0.0154381 0.0133586 0.0256809 0.0227515 0.0213299 0.0146252 0.0152001 0.0212385 0.0138024 0.0122436 0.0258828
threshold=1.0000000180025095e-35 3.5000000000000004 27.500000000000004 3183.3810684193081 967.10338307104212 0.58434959349593507 2.5000000000000004 3.5000000000000004 0.33666666666666673 6.5000000000000009 1664.7529255167353 20.500000000000004 11.500000000000002 0.07362240289069559 4.5000000000000009 0.05634920634920635 0.096006144393241177 0.29217479674796754 28.500000000000004 0.45584415584415588 2438.1594628963853 831.91154688670701 0.6984848484848486 5.5000000000000009 26.500000000000004 0.81934731934731941 0.3133928571428572 0.063508064516129045 1396.6810752259844 623.97869829977878 0.061553030303030311 3.5000000000000004 1159.2799263297591 9.5000000000000018 0.14459930313588851 4.5000000000000009 0.18065268065268067 33.500000000000007 33.500000000000007 0.11583184257602865 567.96562146599206 3.5000000000000004 0.49418604651162795 0.17445652173913045 6.5000000000000009 0.037749287749287756 0.13680926916221037 1613.7989820216142 0.77032967032967048 0.84731934731934744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 48 4 -4 -6 7 8 11 12 -11 27 -10 -13 15 -12 -17 -18 19 -19 22 -22 -21 -23 -25 26 -8 -2 -29 30 -30 -27 33 35 -35 40 38 -38 39 -37 41 42 -3 47 45 46 -42 -43 -1 -50
right_child=6 32 3 -5 5 -7 25 -9 9 10 14 13 -14 -15 -16 16 17 18 -20 20 21 23 -24 24 -26 31 -28 28 29 -31 -32 -33 -34 34 -36 36 37 -39 -40 -41 44 43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=2.5457527919819798e-05 -1.2454481604893442e-05 0.00020633506460356862 -0.00079006868554279202 0.00010505355514993233 0.00054775681365564161 0.0017766433580878324 2.0605087594465437e-05 -7.7722270160512409e-05 -2.6869864334894704e-06 0.00056290849178155557 0.00039718817494934216 1.8501148784105483e-05 -0.0009297454535209743 0.00048969463335500521 0.0003790436110108743 -0.00050289893786530646 0.00019893509362358086 0.0013292345859526628 -0.00063060595597661201 -0.0011778812127353955 0.0014824418496573344 -0.00034439621578427929 -0.00014594766014936711 7.3743389529066489e-05 0.0014901291251320529 -0.00054270263105063758 -0.00095714889689321259 -2.0960391138300411e-05 1.9158041670146068e-05 -6.502638609558737e-05 -0.0003285208396865519 0.00048612647452890611 -0.0011968783708046736 -0.00030132386000101944 0.00048542757079308036 -0.00039922636035563696 0.00023608990097934363 -0.0020053341984748842 0.0019963307388284842 0.0010009146662519521 -0.002097116628661752 -0.00059281480230076585 -0.00025145814379780058 -0.00053502211308073815 0.00010145410012536967 -0.00019531130813078999 5.978785976324053e-05 5.515816540496772e-05 -0.00010592251874895059 5.5779719636854612e-06
leaf_weight=65580 7586 1286 25 674 177 28 38739 8553 79383 219 228 4722 44 168 364 134 676 33 129 41 25 83 409 51 27 179 34 4602 482 5855 2394 35 24 79 203 35 176 22 21 45 25 97 344 339 436 2527 21 538 5871 45863
leaf_count=65580 7586 1286 25 674 177 28 38739 8553 79383 219 228 4722 44 168 364 134 676 33 129 41 25 83 409 51 27 179 34 4602 482 5855 2394 35 24 79 203 35 176 22 21 45 25 97 344 339 436 2527 21 538 5871 45863
internal_value=0 8.73382e-06 1.26987e-05 0.000218754 0.000551945 0.000715605 -7.00282e-06 -1.52515e-05 -1.02883e-05 8.75925e-07 0.000134725 -4.56927e-05 -3.20055e-06 3.46894e-05 9.21018e-05 3.52135e-05 -1.61113e-05 2.81422e-05 -0.00011654 -1.74147e-05 -8.7288e-05 0.0002821 -0.000239968 9.57113e-05 0.000564031 1.7584e-05 1.97477e-05 -6.44827e-05 -9.40849e-05 -0.000132628 -0.000270252 -0.000374436 -6.66464e-05 -6.22671e-05 0.000265026 -7.78788e-05 0.000235537 -1.29572e-05 0.000722685 0.000388353 -9.45742e-05 -1.16571e-05 0.000109721 -0.000214785 -0.000166331 -0.000211708 -0.00111244 -4.38235e-05 1.11108e-05 -7.07559e-06
internal_weight=0 124436 118218 904 230 205 155195 116208 107655 81846 2419 25809 79427 4890 2200 1836 1608 1474 798 669 636 186 450 161 78 38987 38773 20919 13333 8731 2876 214 6218 6194 282 5912 299 198 101 80 5613 2604 1630 974 3009 2573 46 635 117314 51734
internal_count=279631 124436 118218 904 230 205 155195 116208 107655 81846 2419 25809 79427 4890 2200 1836 1608 1474 798 669 636 186 450 161 78 38987 38773 20919 13333 8731 2876 214 6218 6194 282 5912 299 198 101 80 5613 2604 1630 974 3009 2573 46 635 117314 51734
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=51
num_cat=0
split_feature=14 3 1 13 7 6 3 1 7 4 0 13 1 1 1 3 1 3 3 13 0 1 1 5 10 0 0 8 14 0 7 10 12 12 14 14 10 0 6 2 6 0 13 9 10 13 4 0 9 13
split_gain=0.00668312 0.00992891 0.023791 0.0236695 0.0196531 0.0191125 0.0187177 0.0397821 0.0229082 0.0211109 0.01864 0.0234962 0.0192691 0.0185183 0.0174199 0.0219769 0.0319751 0.0191044 0.017387 0.0170439 0.0214777 0.0183929 0.016866 0.0175451 0.0216817 0.0254005 0.0235009 0.0175808 0.0261115 0.0251195 0.0155122 0.0187548 0.0514073 0.0305715 0.0154728 0.0233426 0.0153896 0.0151035 0.0275416 0.0202493 0.0162182 0.0150951 0.0150598 0.0150148 0.0217836 0.0163769 0.0212545 0.0148963 0.0256802 0.0207725
threshold=0.077677224736048281 29.500000000000004 2969.5094685919271 0.30495169082125612 4.5000000000000009 2.5000000000000004 23.500000000000004 2669.2593881982461 4.5000000000000009 8.5000000000000018 861.95849707912703 0.077677224736048281 2627.3186063900753 2571.3753443570063 2438.1594628963853 20.500000000000004 2263.042265477196 21.500000000000004 25.500000000000004 0.33712121212121215 838.67050112781965 2377.2264031740556 3297.5540643465279 5.5000000000000009 0.96922348484848497 989.51400485044212 924.13557371275863 1.5000000000000002 0.32200460829493094 1040.0256050067871 1.0000000180025095e-35 0.52440476190476204 1.5000000000000002 4.5000000000000009 0.70135135135135152 0.87750000000000006 0.8021739130434784 895.46853471908219 8.5000000000000018 3.5000000000000004 8.5000000000000018 928.78428753650576 0.069366479550922219 3.5000000000000004 0.33666666666666673 0.267479674796748 8.5000000000000018 883.9724472351171 4.5000000000000009 0.24068965517241384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 43 22 7 9 13 14 12 18 19 -8 15 16 -2 30 -12 21 -21 -10 23 -3 25 26 -25 -27 29 -29 31 -16 -33 -34 -15 -36 41 40 -39 -40 -7 -20 -6 45 -45 -4 -47 -24 49 -49
right_child=1 5 3 -5 42 37 8 -9 10 -11 11 -13 -14 34 17 -17 -18 -19 36 20 -22 -23 47 24 -26 27 -28 28 -30 -31 -32 32 33 -35 35 -37 -38 38 39 -41 -42 -43 -44 44 -46 46 -48 48 -50 -51
leaf_value=-2.4329124427732417e-05 2.1966092852583166e-06 0.00066837635067306333 -0.00014423481292591905 -0.00031388290061537798 -0.00023796159126188447 0.00011360069177756504 0.00022760216055738456 -0.0002647318986058927 0.00077094438513582153 0.00018484026493922705 -0.00078141076734793483 -0.00048981126680326486 -0.00051806253119547 7.3289705169620148e-05 -0.00020942711730100912 7.5446866687375915e-05 -0.00012891862432553493 -2.300441743600041e-05 0.0017398380363980932 0.00030757975026146238 0.0016312989650759846 -0.00026796636428491822 -0.00010777434907960615 0.00024418158788999444 0.0016743211845016998 -0.0011424132913816722 0.0015224820168867233 0.0015835554385557771 -0.00057684244348361858 5.2177014701252726e-05 -0.00034396915486810387 0.0019783007679507135 -0.00033231737521546487 0.00061271557407870038 -0.00046020216682945395 9.9818254845255683e-05 -5.0711345783717749e-05 -5.1708175583479966e-05 -0.00042200153401479064 -0.0019569907254809813 0.0011986184060030307 0.0002275109922541588 0.0013408347550549397 0.00024233597297487514 -0.00036709120998951937 1.7086057038181743e-05 0.0012957431055191492 3.4805960860070027e-05 0.0010663353087157666 0.00038667114500443982
leaf_weight=25639 202860 268 2915 1080 23 795 1855 1414 55 1556 38 510 107 9204 885 9899 4759 5482 33 131 40 189 783 153 23 41 47 35 121 114 991 37 228 137 351 396 79 2620 70 31 36 33 44 707 185 117 45 1855 73 542
leaf_count=25639 202860 268 2915 1080 23 795 1855 1414 55 1556 38 510 107 9204 885 9899 4759 5482 33 131 40 189 783 153 23 41 47 35 121 114 991 37 228 137 351 396 79 2620 70 31 36 33 44 707 185 117 45 1855 73 542
internal_value=0 2.45588e-06 7.1884e-07 -0.000105979 -5.03453e-05 5.87174e-05 2.98131e-06 -3.45003e-07 6.12891e-05 1.30309e-06 -0.000145442 -0.000315413 8.02079e-05 8.25646e-05 3.53923e-08 2.66152e-06 -8.08787e-07 -7.35768e-05 0.000170616 0.000234461 0.000617222 -3.37857e-05 0.000132893 0.000338262 0.000172587 0.000104994 0.000544582 -0.000177699 -3.12049e-05 0.000411897 -0.000195279 -8.07865e-05 0.000202415 2.23936e-05 5.55276e-05 -0.000163324 0.000420113 -2.59627e-05 -8.29409e-05 -0.000893137 0.000160605 0.000983675 0.00079886 -6.46806e-05 0.000115941 -0.000117042 0.000372269 8.22613e-05 0.000142503 0.000114368
internal_weight=0 253992 246385 5116 4036 7607 241269 228248 13021 226834 1215 693 522 11806 225278 217518 207619 7760 183 415 171 244 4055 802 534 511 200 311 270 149 2278 1287 402 365 9951 747 145 3552 2721 101 831 66 67 3969 892 3077 162 3253 2470 2397
internal_count=279631 253992 246385 5116 4036 7607 241269 228248 13021 226834 1215 693 522 11806 225278 217518 207619 7760 183 415 171 244 4055 802 534 511 200 311 270 149 2278 1287 402 365 9951 747 145 3552 2721 101 831 66 67 3969 892 3077 162 3253 2470 2397
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=51
num_cat=0
split_feature=8 5 7 9 10 14 6 7 14 13 1 1 3 12 1 10 13 1 14 6 14 7 6 5 14 1 5 0 7 10 9 1 10 0 7 0 0 6 5 5 0 3 14 14 6 13 10 10 10 0
split_gain=0.00658804 0.0122592 0.0105738 0.0105569 0.0192251 0.0297129 0.0242432 0.0219224 0.0250851 0.0218291 0.019728 0.019165 0.0168791 0.0145433 0.0147454 0.0338036 0.0202234 0.0169107 0.0141119 0.0129684 0.0131439 0.0127906 0.0144886 0.0135729 0.0127404 0.015281 0.0127908 0.012464 0.0123763 0.012374 0.0130688 0.0122179 0.0121607 0.0118622 0.0118024 0.0117928 0.0112126 0.0124895 0.0107478 0.0106578 0.010648 0.0102883 0.0149844 0.0155303 0.0162462 0.0152948 0.0129086 0.0121813 0.0127322 0.0198536
threshold=1.5000000000000002 1.5000000000000002 16.500000000000004 1.5000000000000002 0.62645348837209314 0.13423423423423428 3.5000000000000004 2.5000000000000004 0.13714733542319751 0.14459930313588851 3049.3733999235665 2875.3264341504796 25.500000000000004 3.5000000000000004 2337.1340514624867 0.75337837837837851 0.10762548262548265 1894.0094888517563 0.61651583710407254 2.5000000000000004 0.070598006644518277 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.27888888888888896 3364.5296915318181 3.5000000000000004 671.0170443977488 1.0000000180025095e-35 0.83558558558558571 2.5000000000000004 2818.3175397299569 0.74133811230585434 473.58088045802202 3.5000000000000004 500.61637545330535 1104.0542682349771 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 803.94840676866716 19.500000000000004 0.30151515151515157 0.24190177638453506 2.5000000000000004 0.54692082111436957 0.65058139534883741 0.85912698412698429 0.79057017543859665 883.9724472351171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 33 -5 10 7 8 -7 28 12 18 31 14 17 16 -16 39 27 20 -14 22 23 -12 25 26 -13 -10 -8 30 32 -6 -26 -3 -23 -20 37 -15 -19 -9 -17 -29 43 44 47 46 -44 48 -43 -50
right_child=2 3 -4 4 5 6 9 13 11 -11 21 24 19 36 15 40 -18 38 35 -21 -22 34 -24 -25 29 -27 -28 41 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 45 -45 -46 -47 -48 -49 49 -51
leaf_value=-5.422256396285896e-06 -1.1330392483018428e-05 -0.00012505065414053864 -0.0010198056339644471 1.7934177965356805e-05 0.00029262648557540902 -0.0010870848592294724 -0.0017198089438251272 0.00041648800945972843 -6.2888251379813394e-05 -4.3654347282426895e-05 0.00010618145769352421 -0.00054387442767620095 0.0016044117199877899 -0.0010676790066123105 0.0011307917164790876 0.00050541367765981706 -0.00059442265946370526 0.00035430174085521269 -3.5680260076804233e-05 0.0018008348411591405 0.00025090798325705485 0.00099980607192264883 0.00036815417044591616 -0.00108860918796692 9.8014015238732111e-05 0.00025529644061011384 -0.0016815505514387041 3.7701611805888134e-05 -0.00058697548883086814 -0.00081380466170444656 -0.00037978907203068958 -0.00056047128610919384 0.0016910865918085304 4.4308301112466743e-06 -0.00039821300485457938 0.00025339308160208742 0.00078092160547384994 1.3038140776402811e-05 -0.00039766815400103404 0.0014021110655214157 0.0016930662088932215 0.0001247618282755894 -0.0010824081202206964 0.00099441281997838605 0.001476674331038689 -0.0013539006959763355 0.00018091093687107787 -0.00026927088580194715 0.00019586475366460427 0.0019821320171883729
leaf_weight=114731 84703 1892 26 40375 1752 49 36 238 2407 160 34 60 24 39 26 25 49 82 471 29 71 36 41 79 25 31 42 2235 73 34 38 43 23 27173 26 1406 28 85 113 31 77 131 22 99 26 20 250 102 35 28
leaf_count=114731 84703 1892 26 40375 1752 49 36 238 2407 160 34 60 24 39 26 25 49 82 471 29 71 36 41 79 25 31 42 2235 73 34 38 43 23 27173 26 1406 28 85 113 31 77 131 22 99 26 20 250 102 35 28
internal_value=0 5.06015e-06 -1.16399e-05 2.00613e-05 3.37442e-05 9.32288e-05 5.17646e-05 6.68567e-05 4.05362e-05 -0.000415416 0.000260173 4.79181e-05 0.000311165 0.000316918 0.000421187 0.000809465 3.65166e-06 0.000273073 6.28826e-05 0.000875359 0.000592846 -0.000192853 -0.000436985 -0.000729115 -0.00037984 -0.000716868 -0.00101233 2.15315e-05 -0.000961122 -6.30001e-06 0.000312946 0.00027219 0.000861361 -3.99783e-06 0.00041354 0.000180855 -0.000122799 -0.000326865 -8.14552e-05 0.000530073 0.00140197 9.04591e-05 0.000255835 0.00044673 0.000278344 -1.93947e-05 7.87307e-05 0.000173085 0.000405664 0.000989761
internal_weight=0 194902 84729 80171 51106 10731 8596 8327 7534 269 2135 7485 1919 793 641 177 75 464 7232 124 95 216 154 113 253 133 102 5355 109 120 86 1795 48 29065 62 1877 152 124 195 269 102 2948 713 421 322 292 272 296 194 63
internal_count=279631 194902 84729 80171 51106 10731 8596 8327 7534 269 2135 7485 1919 793 641 177 75 464 7232 124 95 216 154 113 253 133 102 5355 109 120 86 1795 48 29065 62 1877 152 124 195 269 102 2948 713 421 322 292 272 296 194 63
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=51
num_cat=0
split_feature=7 4 2 3 1 1 4 13 12 8 13 9 8 10 5 10 2 14 7 0 0 10 13 0 6 14 13 3 7 1 3 14 13 11 7 4 10 1 0 13 0 3 6 14 10 10 11 10 2 13
split_gain=0.00655783 0.0136368 0.0161727 0.0143412 0.0138621 0.0132476 0.0268048 0.0132845 0.0135438 0.0131013 0.0124342 0.0116697 0.0131046 0.0151284 0.0156215 0.0160898 0.0216044 0.017905 0.0152152 0.0178297 0.0460768 0.0145874 0.0197509 0.0189172 0.0201116 0.0181989 0.0169341 0.0138286 0.0133936 0.0163489 0.022464 0.0135657 0.0130008 0.0129948 0.0128971 0.0123695 0.0132022 0.0149587 0.029418 0.0165295 0.0123474 0.0182208 0.0330379 0.0121028 0.0126976 0.0118575 0.0117422 0.0111081 0.0256758 0.0249139
threshold=1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 27.500000000000004 2469.2009762718558 3183.3810684193081 6.5000000000000009 0.16472868217054268 3.5000000000000004 2.5000000000000004 0.14142857142857146 2.5000000000000004 3.5000000000000004 0.33666666666666673 6.5000000000000009 0.94201680672268917 2.5000000000000004 0.52440476190476204 4.5000000000000009 1086.8692189335923 1007.5118299007487 0.79057017543859665 0.83527131782945752 1095.150540518749 2.5000000000000004 0.70135135135135152 0.30860805860805868 20.500000000000004 5.5000000000000009 2715.3598764542044 30.500000000000004 0.73798627002288331 0.17752100840336138 0.07362240289069559 7.5000000000000009 1.5000000000000002 0.063508064516129045 1396.6810752259844 623.97869829977878 0.061553030303030311 690.31264847099226 14.500000000000002 1.0000000180025095e-35 0.10435571687840291 0.053342816500711245 0.81934731934731941 0.3133928571428572 0.77032967032967048 2.5000000000000004 0.267479674796748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 47 10 6 9 8 -8 -5 -3 12 13 27 28 16 17 -16 -17 20 32 22 25 -23 -25 26 -18 35 -15 -30 -31 -32 -20 -29 -34 -2 40 -38 39 -39 41 -37 -43 -44 -45 46 -13 -1 -49 -50
right_child=11 4 -4 5 -6 -7 7 -9 -10 -11 -12 45 -14 14 15 18 21 -19 19 -21 -22 23 -24 24 -26 -27 -28 33 29 30 31 -33 34 -35 -36 36 37 38 -40 -41 -42 42 43 44 -46 -47 -48 48 49 -51
leaf_value=2.355568570491379e-05 -0.00024439407920671534 0.0019175142498819957 -7.3614888433269136e-05 0.00091932834300678223 0.000146375841416481 8.5248594145004647e-05 0.00094153901141873155 0.00056869292330583964 0.0025714692636393012 -0.00031466516114673332 0.0003785472137055227 1.9678549193891085e-05 -7.4367145105060185e-05 -1.2063235175261287e-06 0.00091647416867696543 -6.8544490070877555e-05 0.00013052219584058623 0.00019907458573133164 -0.00053089751728943417 -0.00016330586785965779 0.0025030488132274358 0.00018980437386514486 0.0010635326191684152 0.0021302186138927935 0.00018833346657629591 -0.0014342161360873433 -0.00057993150949187111 1.6881258930525211e-05 -7.4798938212749567e-05 -0.001276450486543278 -0.00041170474062176979 0.00096935784288992497 0.0011032062005160339 0.00046438023201474045 -0.00021740911199293777 -2.2564095455054915e-05 -6.8447596903246713e-06 1.931935565985806e-05 -5.6840214653844752e-05 -0.0003081774837964451 -7.6799752247601241e-05 0.00048838955073001258 -0.00041070466810045518 0.0002328194012978741 -0.00017972273126738605 -0.00035434761657172849 -0.00090992244885295379 5.0923724800694752e-06 -1.6100617277125107e-05 -0.00022508950430580831
leaf_weight=65372 882 21 5916 30 960 386 26 46 25 76 35 38739 8553 78569 192 1101 334 159 35 94 29 166 38 30 24 25 112 4722 646 75 116 21 51 168 29 2709 4236 461 5734 2346 3006 586 144 526 289 214 34 45733 3297 2513
leaf_count=65372 882 21 5916 30 960 386 26 46 25 76 35 38739 8553 78569 192 1101 334 159 35 94 29 166 38 30 24 25 112 4722 646 75 116 21 51 168 29 2709 4236 461 5734 2346 3006 586 144 526 289 214 34 45733 3297 2513
internal_value=0 8.55113e-06 7.04935e-06 1.11106e-05 0.000190982 0.000257212 0.000584197 0.00118481 0.00174052 3.45783e-05 0.00095566 -6.85633e-06 -1.47978e-05 -1.00652e-05 4.60176e-07 0.00012563 0.000269214 0.000591498 9.81883e-06 0.000372332 0.000721984 0.00011404 -3.30041e-05 0.000454246 0.00126716 -0.000121472 -4.78877e-05 -4.34433e-05 -3.35194e-06 -0.000199831 -0.000580826 -0.000200009 0.000272846 3.22555e-05 0.000624483 -6.11386e-05 -5.30719e-05 -8.36655e-05 -0.000121766 -0.000254392 7.70214e-07 5.55834e-05 0.000192607 1.18683e-05 8.65315e-05 1.68148e-05 1.88634e-05 9.87074e-06 -7.48587e-06 -0.000106495
internal_weight=0 124436 123420 117504 1016 589 203 97 51 106 56 155195 116208 107655 81846 2419 1080 351 1339 238 144 729 509 220 54 471 446 25809 79427 858 212 137 115 4890 80 20919 20037 12777 8541 2807 7260 4254 1545 959 815 38987 38773 116915 51543 5810
internal_count=279631 124436 123420 117504 1016 589 203 97 51 106 56 155195 116208 107655 81846 2419 1080 351 1339 238 144 729 509 220 54 471 446 25809 79427 858 212 137 115 4890 80 20919 20037 12777 8541 2807 7260 4254 1545 959 815 38987 38773 116915 51543 5810
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=51
num_cat=0
split_feature=11 8 11 2 14 0 8 5 6 8 0 3 10 4 0 13 0 5 13 5 10 7 1 1 3 3 13 13 13 1 0 10 3 4 9 0 1 10 0 3 11 7 13 4 1 10 14 7 14 8
split_gain=0.00649194 0.0111493 0.00945096 0.0081915 0.0138333 0.0132044 0.00742318 0.0107987 0.0174364 0.0110473 0.0107665 0.0103035 0.0133398 0.0100091 0.0187085 0.0120387 0.0104981 0.011516 0.00990382 0.0107204 0.00891638 0.00967478 0.00805495 0.00781742 0.0327233 0.0311619 0.0195486 0.023272 0.022484 0.0173524 0.0206606 0.0242324 0.0178123 0.0181094 0.0168252 0.019936 0.0158069 0.0309472 0.0416354 0.0242346 0.0224315 0.0218642 0.0217082 0.0206019 0.0177418 0.0246623 0.0156405 0.0151818 0.0151518 0.0145793
threshold=0.18350168350168353 6.5000000000000009 0.76619433198380582 2.5000000000000004 0.45584415584415588 961.9848145785071 7.5000000000000009 11.500000000000002 2.5000000000000004 6.5000000000000009 1033.4556649327824 31.500000000000004 0.56330128205128216 7.5000000000000009 1124.0910823067372 0.23166368515205729 760.373837362372 9.5000000000000018 0.65450928381962881 13.500000000000002 0.97646733111849404 15.500000000000002 3906.2051313837133 3438.6371619929478 29.500000000000004 29.500000000000004 0.26393188854489169 0.25265957446808512 0.27149877149877155 3091.4684149673285 1135.086528240877 0.67054263565891481 26.500000000000004 11.500000000000002 4.5000000000000009 1033.4556649327824 2571.3753443570063 0.96076923076923093 835.12391301254218 22.500000000000004 0.037749287749287756 4.5000000000000009 0.47913043478260875 7.5000000000000009 2936.4214567341296 0.22792207792207794 0.68857758620689669 5.5000000000000009 0.39208074534161497 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 7 20 9 10 11 12 -9 16 15 -15 17 -8 19 -12 21 23 -16 24 29 -25 27 34 -28 32 31 -31 36 -34 -27 -36 37 43 -39 -38 41 42 46 -1 49 -46 -41 -40 -32 -44
right_child=1 -3 3 4 -6 -7 13 8 -10 -11 18 -13 -14 14 22 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 28 -29 -30 30 48 -33 33 -35 35 -37 39 38 47 40 -42 -43 44 -45 45 -47 -48 -49 -50 -51
leaf_value=5.3845675817009074e-08 -0.0002094952983078932 0.0010559784183334117 5.5069824674338181e-05 0.00053445475245502577 -0.0016088967467658222 -0.00089917331211397363 -0.00036410419951851778 0.001268892641307722 -1.1221699446708898e-05 0.0013008030039552403 0.0010760954533098911 -0.00064720647163031737 1.9212304341411334e-05 0.0017491557529428976 0.00028443156714694429 0.00028478041667767684 -0.00029135917745120704 0.00074298783903941517 0.0016804583511354093 -0.00020368809966991348 0.00062048587489447657 -0.00092889221284297356 -0.00091796634097894038 -0.00072955558241778414 0.00016083622220707729 -9.6319154074079108e-05 0.0011027804038205528 -0.00094328055871674464 8.7779441039196647e-05 -6.891999454669208e-05 0.00026288373286054899 -0.00040666392574589035 9.0441909970804027e-05 0.0011590715346119396 0.00019053241282063226 0.0017995988362513129 -0.00021824391627962012 0.0024417068327552286 0.00082120552582082241 1.5696022761179853e-05 0.0013173148641081138 -0.00044293279079808532 7.7294920697039383e-05 9.3309803297338828e-05 -0.0017434519439459195 -0.00018515131645648172 -0.00027459073225303253 -0.00040594327117353472 0.001696088582023301 -0.00026168346822061898
leaf_weight=237184 1005 21 878 36 20 29 41 29 391 38 36 34 81 25 26 32 626 55 24 30 58 28 30 167 3197 4094 57 78 1275 2771 114 657 4469 40 231 21 1867 29 59 11240 31 312 473 6074 43 62 484 44 22 963
leaf_count=237184 1005 21 878 36 20 29 41 29 391 38 36 34 81 25 26 32 626 55 24 30 58 28 30 167 3197 4094 57 78 1275 2771 114 657 4469 40 231 21 1867 29 59 11240 31 312 473 6074 43 62 484 44 22 963
internal_value=0 -9.00098e-05 -0.000102238 9.69649e-06 -0.000458983 -0.000105164 6.44821e-07 1.09385e-06 0.000202642 0.000510071 0.000381662 0.000113535 0.000348673 -0.000148212 0.000289364 0.00092705 -0.000216696 0.000270167 0.000810664 0.000494376 6.09952e-07 4.79729e-07 -0.00035971 5.73993e-07 1.81989e-06 -5.62486e-05 -3.67138e-05 -8.72744e-05 0.000131214 -8.45801e-08 -0.000109673 -0.000133651 1.39837e-06 9.99219e-05 -7.19112e-05 0.000324621 -3.17743e-07 2.79771e-06 0.000768175 -4.93174e-05 -2.61409e-05 -2.92084e-05 -1.94774e-05 2.38239e-06 -0.000195904 -0.000823313 3.71216e-06 0.000296987 0.000494726 -0.000150028
internal_weight=0 1989 1968 963 85 65 277642 276807 663 272 234 144 110 835 113 57 722 96 90 66 276144 276086 56 276058 270135 5923 5756 4424 1332 266938 3564 3428 263374 4509 4346 252 258865 243390 132 15475 13608 13577 13265 243258 1541 105 11724 103 136 1436
internal_count=279631 1989 1968 963 85 65 277642 276807 663 272 234 144 110 835 113 57 722 96 90 66 276144 276086 56 276058 270135 5923 5756 4424 1332 266938 3564 3428 263374 4509 4346 252 258865 243390 132 15475 13608 13577 13265 243258 1541 105 11724 103 136 1436
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=51
num_cat=0
split_feature=0 1 1 8 4 2 10 10 10 1 13 14 13 5 6 0 4 1 9 10 0 13 14 14 3 7 0 6 6 3 5 1 5 10 2 10 1 14 6 10 6 0 4 3 12 0 9 3 14 10
split_gain=0.00648417 0.00828337 0.00815102 0.00697145 0.00807823 0.00781406 0.0363633 0.0337686 0.070191 0.0122226 0.0111197 0.0253726 0.0154159 0.0124687 0.016837 0.007088 0.00707286 0.0157923 0.0176683 0.0333001 0.0213327 0.0385599 0.0213311 0.019045 0.0180502 0.0248428 0.0229082 0.017699 0.0176223 0.0167244 0.0148295 0.0142406 0.0215535 0.0198798 0.0518359 0.0367908 0.035594 0.0240805 0.0353935 0.030434 0.0422685 0.0257147 0.0241394 0.035888 0.0216647 0.020378 0.0349118 0.0241063 0.0245607 0.0225226
threshold=355.87763915758541 985.46635494155419 1211.5793045386051 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.49418604651162795 0.93218390804597717 0.92052631578947375 1335.6380194356454 0.19756097560975613 0.74596774193548399 0.39736842105263165 2.5000000000000004 1.0000000180025095e-35 1078.5099592134823 7.5000000000000009 2392.1183921884472 3.5000000000000004 0.43050193050193059 928.78428753650576 0.10102040816326532 0.46770833333333339 0.072299651567944254 33.500000000000007 5.5000000000000009 1078.5099592134823 1.5000000000000002 3.5000000000000004 20.500000000000004 3.5000000000000004 3241.4713401430272 10.500000000000002 0.49418604651162795 3.5000000000000004 0.6478537360890303 3741.8673850150876 0.21132376395534294 5.5000000000000009 0.24695121951219515 3.5000000000000004 1001.157454449629 9.5000000000000018 33.500000000000007 9.5000000000000018 972.47622060718538 2.5000000000000004 34.500000000000007 0.03509852216748769 0.28388278388278393
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 8 9 10 11 -8 -12 14 15 -14 -7 30 29 20 22 -22 -20 27 -25 26 -26 -23 -24 -19 -18 32 -31 34 -33 36 -35 44 39 42 -41 -40 43 -39 45 46 -36 48 -48 -47
right_child=3 2 -4 4 5 16 7 -9 -10 -11 12 -13 13 -15 -16 -17 17 18 19 -21 21 23 28 24 25 -27 -28 -29 -30 31 -32 33 -34 35 37 -37 -38 38 41 40 -42 -43 -44 -45 -46 49 47 -49 -50 -51
leaf_value=-0.00042167425985481955 1.0610888289115111e-05 3.6403861378692624e-06 -0.00042299561045329312 -0.00016749886415112815 0.0022019477868028695 -8.7848295781379085e-06 -0.0010465429426403717 0.0017867926482318178 -0.0022688243465381675 0.0013731038253310891 0.0010474495529286707 0.0010731406923150644 -0.0014924866859801116 0.00079217939637601378 0.00069131442764773965 -0.00028951809896777072 7.220115766705817e-05 -0.00060047173706077991 3.1794939531992002e-05 -0.00036976578368765295 0.0010262046664138325 0.00040536051065745681 0.00041783688334219522 -5.7004558038897818e-05 0.00070558682473049095 -0.00075862756231799729 0.0025876228803430094 -0.0014147099076688072 0.0018458800832740964 2.5464211730811065e-05 0.00035539222909705372 6.4187658196834967e-05 0.001526245224037363 4.3378597460755047e-05 0.001077268806208546 -0.00010752462738263408 0.00079287472679885238 0.00045202651534539961 -0.00022136830236940157 -0.00076616918564998088 0.0011772247743518914 -0.0026674651011655282 -5.4589359231677169e-05 0.0026077238448823873 0.00058492589921045764 -0.00066973033713693274 -0.0014925524831357364 0.00039762472536541147 -0.00048728438279747204 -0.0016297220184094121
leaf_weight=190 105451 770 131 768 22 155138 48 27 32 21 52 20 25 34 25 24 1909 122 1143 279 203 22 159 134 61 20 22 34 25 7495 610 1133 24 403 36 1534 261 75 21 158 34 22 114 26 39 211 76 59 303 86
leaf_count=190 105451 770 131 768 22 155138 48 27 32 21 52 20 25 34 25 24 1909 122 1143 279 203 22 159 134 61 20 22 34 25 7495 610 1133 24 403 36 1534 261 75 21 158 34 22 114 26 39 211 76 59 303 86
internal_value=0 -0.000121657 -5.83899e-05 4.76511e-07 -5.69765e-06 -4.97654e-06 0.000238096 9.78204e-05 -6.44652e-05 0.000218826 0.000112511 -0.000423107 0.000340148 -4.04087e-07 -0.000364564 -0.000903278 -5.44292e-06 2.53205e-05 5.03041e-06 0.000138941 0.000216796 0.000496562 0.000112227 0.000129608 0.000325558 0.000823262 0.00120444 -0.000699682 0.000611864 -1.79814e-05 0.000140779 -1.21132e-05 3.02546e-05 -8.15019e-05 -0.000181218 2.70606e-05 0.000337985 -0.000401888 -0.000108628 3.5505e-05 -0.000422027 -0.00147286 0.000444091 0.00100696 -0.000564811 -0.000622969 -0.000419493 -0.000542514 -0.000688868 -0.000947708
internal_weight=0 1091 901 278540 173089 172321 330 308 281 249 228 68 160 108 74 49 171991 16853 14334 2102 1823 496 1327 293 237 103 83 56 184 12232 2519 12110 7519 4591 2393 2198 664 1260 450 407 192 43 215 101 810 771 474 438 379 297
internal_count=279631 1091 901 278540 173089 172321 330 308 281 249 228 68 160 108 74 49 171991 16853 14334 2102 1823 496 1327 293 237 103 83 56 184 12232 2519 12110 7519 4591 2393 2198 664 1260 450 407 192 43 215 101 810 771 474 438 379 297
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=51
num_cat=0
split_feature=5 8 13 3 1 1 3 0 9 10 1 9 10 2 10 10 9 6 4 3 0 3 4 1 3 7 1 14 10 1 3 0 5 0 0 14 12 4 13 3 8 2 0 6 9 3 5 0 10 3
split_gain=0.00667455 0.00845565 0.012363 0.00653963 0.0325905 0.0304571 0.0236695 0.0223461 0.0278582 0.0326049 0.0189668 0.016554 0.0364909 0.0398162 0.0222088 0.0300498 0.0291103 0.0203181 0.0181432 0.0161775 0.0143001 0.0140299 0.0140242 0.0141952 0.0302431 0.0146102 0.0137796 0.0131912 0.0131352 0.0125723 0.0123506 0.0215981 0.0120336 0.0154157 0.0118913 0.0117245 0.0128379 0.0162152 0.0155541 0.0204381 0.0187483 0.0183297 0.0148217 0.0161863 0.0229033 0.0159495 0.0241714 0.0155081 0.018502 0.0153046
threshold=18.500000000000004 11.500000000000002 0.68857758620689669 11.500000000000002 1446.884972012386 1408.6642937531353 12.500000000000002 486.27124121777877 3.5000000000000004 0.45584415584415588 2147.5229878825721 2.5000000000000004 0.33012820512820518 2.5000000000000004 0.74133811230585434 0.19756097560975613 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 9.5000000000000018 483.73222613482704 7.5000000000000009 2.5000000000000004 1577.7371014993744 13.500000000000002 1.0000000180025095e-35 959.41970187261416 0.62678571428571439 0.17445652173913045 886.51690191168416 14.500000000000002 1433.692583700579 1.0000000180025095e-35 1124.0910823067372 1061.8284994139024 0.36939571150097467 2.5000000000000004 5.5000000000000009 0.028991596638655467 21.500000000000004 6.5000000000000009 3.5000000000000004 865.45763568221207 2.5000000000000004 2.5000000000000004 32.500000000000007 6.5000000000000009 872.92399865907191 0.71611721611721624 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 11 -6 8 9 -8 28 14 19 -14 15 26 17 20 21 -13 -16 29 27 30 25 -25 -1 34 -10 -17 31 -24 33 -22 -9 -26 -37 38 -38 41 -41 -40 43 44 -39 46 47 48 -44 -47
right_child=-2 2 -4 4 6 -7 7 22 10 -11 -12 12 13 -15 16 18 -18 -19 -20 -21 32 -23 23 24 35 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 37 42 39 40 -42 -43 45 -45 -46 49 -48 -49 -50 -51
leaf_value=9.4160157079557403e-05 0.00044041787339157843 -0.0012722060845736715 0.00029903389163553671 6.0045416916327842e-05 -0.00010052244494934091 -0.00021588350622825099 0.00039442716994969433 -6.3916249483933352e-05 -2.061764924650707e-05 -0.00010153517757415245 0.00053964713820526167 -0.00015402685394346778 -4.9493454039469693e-05 -0.00059093071054353702 -4.2872364123572262e-05 4.5254228435161897e-05 -0.00013435608823141309 -5.7909211735957059e-05 0.00028667091237607534 3.2488126584807602e-05 0.0001034747603068035 8.4092629836704825e-05 3.6603696484357264e-05 -8.7743130465532844e-05 -8.1790534881361436e-06 -0.00032099685773649027 -4.8321539926384974e-05 5.1643506658383386e-05 -0.0004504813837393712 -0.00027226983991217915 0.00018168454320154694 -0.0014969804384948118 1.7809887841821589e-05 0.0014010726493206282 -0.00031711716572176238 6.7561817991369563e-06 -1.3486801191410605e-05 0.00021700007263691538 0.00015184810267398525 0.00046578984988706077 -0.00047462173720225366 -0.00030477214883579479 -0.0014096707619625126 0.00042925807831130695 -9.5184068828501386e-05 0.00088973126021792766 -0.00063360788931390182 -4.4668377677628084e-05 0.00039417812118439804 8.2112069709317816e-05
leaf_weight=2052 86 31 21 23556 5959 1793 1265 10106 548 449 110 1671 696 663 6965 732 5103 13176 1019 3821 4732 12574 12682 2963 93005 868 9806 2525 263 543 1589 23 14148 23 486 31824 1494 1097 3393 755 57 235 44 319 1265 74 201 2517 21 283
leaf_count=2052 86 31 21 23556 5959 1793 1265 10106 548 449 110 1671 696 663 6965 732 5103 13176 1019 3821 4732 12574 12682 2963 93005 868 9806 2525 263 543 1589 23 14148 23 486 31824 1494 1097 3393 755 57 235 44 319 1265 74 201 2517 21 283
internal_value=0 -1.35491e-07 -0.000637667 -1.68779e-08 4.80596e-06 -1.21457e-05 -2.56974e-06 8.54502e-07 0.000145331 0.000264505 -7.64537e-05 -7.44576e-06 -8.16634e-05 -0.000313638 -2.7144e-07 3.57015e-05 -2.2049e-05 -7.37056e-06 8.30496e-05 -2.42611e-05 1.83716e-05 6.80673e-05 -1.41389e-06 2.79472e-06 -2.03757e-06 -0.000140592 -2.36654e-05 -5.10526e-05 -0.000160019 -8.99737e-05 5.0264e-05 3.38274e-05 4.09375e-05 0.000109751 -7.5534e-05 1.8487e-06 2.32496e-05 6.79019e-05 0.000126065 0.000173022 0.000399776 0.000122271 8.61005e-06 9.49551e-05 4.98058e-05 -6.51132e-05 -0.000105474 -6.43602e-05 -0.000826889 0.000249518
internal_weight=0 279545 52 279493 199976 79517 176420 170461 2635 1714 921 77724 6851 1359 70873 26726 44147 39044 14868 5492 25868 13849 167826 154709 140415 3831 11858 13117 811 1275 14294 12705 18903 4755 10592 136584 43579 11755 5934 4440 812 3628 5821 2681 2362 3140 2783 2582 65 357
internal_count=279631 279545 52 279493 199976 79517 176420 170461 2635 1714 921 77724 6851 1359 70873 26726 44147 39044 14868 5492 25868 13849 167826 154709 140415 3831 11858 13117 811 1275 14294 12705 18903 4755 10592 136584 43579 11755 5934 4440 812 3628 5821 2681 2362 3140 2783 2582 65 357
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=51
num_cat=0
split_feature=7 4 2 3 1 1 4 13 12 8 13 9 10 9 12 14 14 0 4 1 10 2 7 6 0 3 1 6 14 14 0 1 7 13 13 14 10 8 0 5 0 5 10 0 14 1 4 13 0 0
split_gain=0.00656336 0.0127686 0.0145583 0.0131522 0.0122908 0.0118226 0.0240082 0.0121754 0.0121886 0.0117203 0.0112598 0.0110478 0.0124564 0.0160645 0.0256959 0.0259111 0.0181828 0.0177922 0.0173772 0.0253185 0.0170051 0.0159413 0.0165995 0.0153441 0.0139679 0.015056 0.0251057 0.0284797 0.0218197 0.0188839 0.0143351 0.0131729 0.0130362 0.015911 0.0180074 0.0168718 0.0166613 0.0153038 0.0151122 0.016926 0.0159908 0.0140644 0.0140897 0.0134909 0.0179644 0.0186103 0.0153986 0.0136341 0.0129516 0.0126915
threshold=1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 27.500000000000004 2469.2009762718558 3183.3810684193081 6.5000000000000009 0.16472868217054268 3.5000000000000004 2.5000000000000004 0.14142857142857146 2.5000000000000004 0.63245614035087727 1.5000000000000002 3.5000000000000004 0.13423423423423428 0.063164893617021281 792.40239783902211 6.5000000000000009 2486.2186977821766 0.91779279279279291 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 441.51958211472498 20.500000000000004 2217.1926524768464 1.5000000000000002 0.3373983739837399 0.11583184257602865 737.86994514254707 2350.1708904636766 3.5000000000000004 0.036375661375661381 0.11237373737373739 0.14119601328903655 0.79772727272727284 4.5000000000000009 1013.9723183850269 1.5000000000000002 1146.5960345662522 5.5000000000000009 0.81934731934731941 895.46853471908219 0.11237373737373739 2763.170641305167 4.5000000000000009 0.077677224736048281 1222.5833773881889 733.03783481254891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 9 8 -8 -5 -3 12 21 -14 15 16 18 -16 23 -20 -18 22 24 -15 -2 29 27 30 -28 -26 -27 -25 33 35 36 -19 -35 -36 43 -40 -41 -37 -43 46 -45 -46 -38 -47 -23 -29
right_child=11 4 -4 5 -6 -7 7 -9 -10 -11 -12 -13 13 14 17 -17 20 32 19 -21 -22 48 -24 31 25 26 28 49 -30 -31 -32 -33 -34 34 37 41 38 -39 39 40 -42 42 -44 44 45 47 -48 -49 -50 -51
leaf_value=9.7674213339997971e-06 0.00010667693205945218 0.0018204221815159101 -6.9430836772000273e-05 0.00087219620123505596 0.00014308093382086421 8.4181491999888149e-05 0.00089800114107604792 0.00053411177017867733 0.0024442384887952361 -0.00029495044486554294 0.00035593733041813336 1.617249466959482e-05 -1.5463726227253058e-05 0.00024470074629679214 9.104240304061095e-05 4.423012268652745e-05 0.00030887843327490598 0.00044779477748495516 0.00098359730497546752 -0.00035207056404896461 0.0013552901003276931 0.00031547759997398286 -0.00010777536901265594 -0.00060895974293276767 -0.00014439385699989898 0.001455007545106734 7.0673274945902423e-05 -0.00046155900113502101 -0.00014496297301254624 -3.0514585306878902e-05 0.00048686926475523089 0.00031615692654061913 -0.0004473203611672031 -0.00061214558454004975 -9.252627223805953e-06 -0.00023727620255892379 -0.0012074310829242071 -0.00075074111111855411 0.00078079535257226482 -0.0011913165380725357 -0.00019541419512178338 -3.2488514872027499e-06 0.0016989500907220645 0.0016916345827317294 0.0010284152156802722 -0.0013109084664999198 0.00017995079295360483 0.00043360252110731041 -0.00095559050151634785 0.00044633137009581197
leaf_weight=116915 1914 21 5916 30 960 386 26 46 25 76 35 38987 53566 132 1183 12212 1322 241 89 59 40 439 7215 194 4285 75 4539 76 1582 24197 78 48 307 355 1167 285 30 74 24 73 90 31 20 26 36 24 60 21 21 78
leaf_count=116915 1914 21 5916 30 960 386 26 46 25 76 35 38987 53566 132 1183 12212 1322 241 89 59 40 439 7215 194 4285 75 4539 76 1582 24197 78 48 307 355 1167 285 30 74 24 73 90 31 20 26 36 24 60 21 21 78
internal_value=0 8.55473e-06 7.10154e-06 1.09547e-05 0.000185083 0.000246633 0.000555531 0.00112395 0.00165596 3.53741e-05 0.000905119 -6.85922e-06 -1.45862e-05 -1.69077e-06 3.8973e-05 7.08565e-05 0.000243447 -7.20796e-05 -7.46008e-06 0.000451135 0.00033961 -3.53669e-05 -3.84254e-05 -0.000188936 -2.48376e-05 -3.20481e-05 3.70708e-05 0.000478296 1.49411e-05 -4.76473e-05 0.000961447 -0.000425466 -0.000139459 -0.000102496 -0.000169826 0.00012855 -0.000365227 -5.34671e-05 -0.000136955 -0.0004589 -0.000641432 -0.000100433 0.00066428 0.000168647 0.000548124 0.000181072 -0.00028251 -0.000496803 0.000257451 -1.71842e-06
internal_weight=0 124436 123420 117504 1016 589 203 97 51 106 56 155195 116208 71709 18143 14096 1884 4047 522 148 1362 44499 44039 374 36824 34910 6428 307 6121 28482 153 242 2864 2557 1980 577 739 1241 384 187 163 336 51 197 107 81 90 45 460 154
internal_count=279631 124436 123420 117504 1016 589 203 97 51 106 56 155195 116208 71709 18143 14096 1884 4047 522 148 1362 44499 44039 374 36824 34910 6428 307 6121 28482 153 242 2864 2557 1980 577 739 1241 384 187 163 336 51 197 107 81 90 45 460 154
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=51
num_cat=0
split_feature=4 3 1 1 3 0 0 9 3 1 3 10 1 3 1 3 1 7 1 3 6 2 0 10 0 14 11 13 13 0 7 3 10 6 14 14 13 14 3 3 0 7 13 0 3 5 9 1 14 13
split_gain=0.00647201 0.00608521 0.02975 0.0291325 0.019757 0.0194716 0.0180202 0.0182996 0.0178639 0.0176271 0.0159341 0.0203415 0.0150543 0.0264867 0.0373629 0.035827 0.0291711 0.0298924 0.0243943 0.023222 0.0154895 0.0512544 0.0238357 0.0272835 0.0194597 0.026023 0.0175702 0.0173594 0.0214458 0.0280178 0.0279621 0.0184109 0.0192382 0.0218208 0.0194784 0.0206845 0.0198346 0.0172065 0.016903 0.0153074 0.0179682 0.0185148 0.0153011 0.0151269 0.0227206 0.0186915 0.0148592 0.014839 0.0148199 0.0146825
threshold=16.500000000000004 11.500000000000002 1413.8554805408253 1268.6169496378952 10.500000000000002 703.39257318585214 483.73222613482704 3.5000000000000004 12.500000000000002 2128.0092764220458 13.500000000000002 0.47140522875816998 1577.7371014993744 15.500000000000002 1901.8677697110745 16.500000000000004 1806.8431918941753 1.5000000000000002 2072.0032658042055 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 658.36447093627214 0.41763565891472876 928.78428753650576 0.080540540540540564 0.17083333333333336 0.23861283643892342 0.47722567287784684 989.51400485044212 5.5000000000000009 30.500000000000004 0.94804318488529027 3.5000000000000004 0.30151515151515157 0.11237373737373739 0.76568627450980398 0.64400921658986188 22.500000000000004 26.500000000000004 928.78428753650576 4.5000000000000009 0.053342816500711245 828.44638242267558 20.500000000000004 1.0000000180025095e-35 2.5000000000000004 3007.5741317529969 0.39736842105263165 0.82842724978973936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 48 -5 -6 7 10 -8 -9 -4 -12 -10 16 -15 18 17 19 -16 46 21 26 23 38 -23 -26 43 -24 30 31 -29 32 47 34 35 -34 -37 -32 -22 40 41 -36 -27 44 -17 -46 -14 -30 -1 -47
right_child=-2 2 6 4 5 -7 8 9 12 -11 11 -13 13 14 15 20 -18 -19 -20 -21 22 24 27 -25 25 42 -28 28 29 -31 37 -33 33 -35 39 36 -38 -39 -40 -41 -42 -43 -44 -45 45 49 -48 -49 -50 -51
leaf_value=3.4716455549406246e-05 0.00068980069772806019 6.5916932231802668e-05 6.1287987440146384e-05 -0.00019229963618735767 -2.5846549961535001e-05 -0.00023712999289899925 -7.8612941814640923e-05 -0.0001614489901031199 4.0308401165731e-05 0.00051044620339367117 0.00039949217948155152 -5.2002163633182621e-05 -7.8572400249067782e-05 6.5582315059561376e-05 -0.00012700874298014324 7.5840929347455782e-05 -0.00017840247431236619 -0.00016884100636272459 -0.00067629553017230432 5.303472802381471e-05 8.3031920162726571e-05 -0.00015171214028811947 -4.6074576251091122e-05 -8.7325586480295448e-05 0.0014162509607242258 0.00082833091224971669 -0.00047839811767144604 6.0152744653317906e-05 -7.5476887195590519e-05 5.295097935346482e-05 -0.00054124115996706686 0.00024395502528829933 2.5268273793385722e-05 -0.0007809818989792189 -6.5358975995361251e-05 -0.00094381612112623143 0.00032101123715865719 0.00094439966737159663 0.00029901705620424151 0.0011002879587228081 -0.0012243339714976694 0.0012134050318061121 -0.00041981636599776312 3.013945326251671e-05 0.0017575410631252453 0.00022629847716181683 3.7167290170537804e-05 -0.00049437043274834155 -1.5193330928099961e-05 0.00092784747561941352
leaf_weight=23351 34 17984 1717 2866 11122 1209 7650 867 19944 110 1032 329 10760 20821 3644 7159 3730 3357 214 9137 4226 3959 37054 1991 46 37 149 13500 5418 4578 271 355 145 215 199 191 37 21 1153 34 28 33 73 12156 21 1701 3736 220 40969 78
leaf_count=23351 34 17984 1717 2866 11122 1209 7650 867 19944 110 1032 329 10760 20821 3644 7159 3730 3357 214 9137 4226 3959 37054 1991 46 37 149 13500 5418 4578 271 355 145 215 199 191 37 21 1153 34 28 33 73 12156 21 1701 3736 220 40969 78
internal_value=0 -8.38823e-08 4.5663e-06 -1.17846e-05 -7.40466e-05 -4.6562e-05 -1.49276e-06 0.00010273 -3.86651e-06 -8.58006e-05 0.000162573 0.000290351 -5.10637e-07 -5.92181e-06 4.70508e-06 -8.11037e-06 -4.73387e-05 -2.92257e-05 -0.000157477 -9.3938e-06 -2.04756e-06 3.1395e-05 -1.423e-05 7.07998e-05 -0.000130129 0.000417623 6.2653e-05 -2.42891e-05 7.68715e-06 -4.28845e-05 4.96823e-05 -0.0001067 -0.000125793 -0.000342941 -0.000201744 -0.000441629 -0.000738559 -0.000434397 0.000129329 0.0001026 -2.7867e-05 0.000116534 1.49912e-08 6.6471e-05 0.000115767 0.000274563 -4.87432e-05 -9.18225e-05 2.92613e-06 0.000257058
internal_weight=0 279597 200080 79517 15197 12331 182096 4055 178041 977 3078 1361 170391 150447 119727 98906 30720 26990 3858 23633 95048 25379 69669 7370 4115 156 21264 62299 25245 11453 13792 6875 6520 882 667 373 228 292 5379 294 260 232 110 21115 8959 1800 14496 5638 64320 1779
internal_count=279631 279597 200080 79517 15197 12331 182096 4055 178041 977 3078 1361 170391 150447 119727 98906 30720 26990 3858 23633 95048 25379 69669 7370 4115 156 21264 62299 25245 11453 13792 6875 6520 882 667 373 228 292 5379 294 260 232 110 21115 8959 1800 14496 5638 64320 1779
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=51
num_cat=0
split_feature=7 4 2 3 1 6 10 1 3 14 3 1 4 13 12 13 13 4 10 2 13 10 4 13 1 13 10 0 5 0 12 10 14 3 8 14 3 13 1 8 1 9 10 0 1 10 0 10 3 5
split_gain=0.00672919 0.0115288 0.0131973 0.0119005 0.0110722 0.0107298 0.0142608 0.0140865 0.0211305 0.0188252 0.0122803 0.0106846 0.0216358 0.011025 0.011002 0.0105151 0.0101976 0.0101771 0.0101681 0.0226927 0.0221417 0.0169777 0.0148941 0.0141764 0.0233359 0.0136821 0.0152843 0.0129718 0.0127329 0.0151034 0.013645 0.0116268 0.0171805 0.0143388 0.011795 0.011446 0.0116001 0.0163683 0.0153285 0.0138362 0.0154231 0.0136384 0.0162974 0.0268292 0.0138453 0.013325 0.0198348 0.0140933 0.0133079 0.013081
threshold=1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 27.500000000000004 2469.2009762718558 3.5000000000000004 0.79772727272727284 3134.7261784906077 36.500000000000007 0.067424242424242428 33.500000000000007 3183.3810684193081 6.5000000000000009 0.16472868217054268 3.5000000000000004 0.067424242424242428 0.14142857142857146 1.5000000000000002 0.77032967032967048 2.5000000000000004 0.267479674796748 0.95742753623188415 7.5000000000000009 0.10435571687840291 2486.2186977821766 0.10762548262548265 0.1126984126984127 605.82236088400703 3.5000000000000004 757.83164246805711 2.5000000000000004 0.95060975609756104 0.28062500000000007 24.500000000000004 1.0000000180025095e-35 0.03883861236802414 11.500000000000002 0.5064102564102565 1570.8321245839154 2.5000000000000004 2936.4214567341296 2.5000000000000004 0.10582306830907055 457.23125236079869 1396.6810752259844 0.71240601503759404 573.84040507662701 0.21913109756097562 24.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 16 6 -4 -7 9 -9 -11 12 15 14 -14 -5 -3 -2 25 -20 21 22 28 -24 -25 26 27 -1 29 -21 -31 33 -33 34 -22 -27 41 39 -39 48 -41 44 -43 -44 45 47 -47 -37 -38 -50
right_child=17 4 5 11 -6 7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 20 31 -23 23 24 -26 35 -28 -29 -30 30 -32 32 -34 -35 -36 36 37 38 -40 40 -42 42 43 -45 -46 46 -48 -49 49 -51
leaf_value=3.6573178469205686e-05 -6.9999069006256592e-05 0.0017308748388175099 -7.8847953522387214e-05 -0.00093808850612152718 0.00013653602269414478 0.00030749504988409395 -0.00086051879368176864 0.00080824285023845747 0.0012135336061791433 -0.00044818574913931865 -0.0016859232016722672 8.0698221419615802e-05 0.00085452541243284945 0.00050711410104944986 0.0023235681431833656 0.00028985492085450374 0.00033717430051183328 -4.345326315250424e-06 5.0395271995279216e-06 -2.5672481608321739e-05 -0.00034230938965358918 -0.00049679814541787773 -3.5174720831396131e-05 0.00029359943388650818 0.0018046270443224594 -0.0004244134392528967 8.6346494100431925e-06 -0.00017472821855544165 0.00016697774836623753 -0.0015295127644203606 -0.00030753693776754311 -0.0009489440371849454 -7.0512120376829752e-05 0.0010641915339004734 -0.00010476646468855862 5.0727590682923417e-06 8.7370428005499286e-05 8.0107745876550164e-05 -6.8146049022507009e-05 -1.6492980420299186e-05 -0.00088713091547386021 1.0473036278108587e-05 -0.00041023168083851127 -2.0300102552253157e-05 -0.00019302118067242175 -0.00018965172807702089 0.00035403580341524654 0.00010369427872037408 -0.00060414499793506155 0.00058150312042061871
leaf_weight=1038 6146 21 5292 22 960 392 59 25 22 101 25 386 26 46 25 84 35 149049 45733 1914 818 173 95 78 38 135 11485 2419 709 25 265 124 101 23 1447 7552 19484 2922 4323 2335 52 2577 765 1042 674 1164 196 6962 26 221
leaf_count=1038 6146 21 5292 22 960 392 59 25 22 101 25 386 26 46 25 84 35 149049 45733 1914 818 173 95 78 38 135 11485 2419 709 25 265 124 101 23 1447 7552 19484 2922 4323 2335 52 2577 765 1042 674 1164 196 6962 26 221
internal_value=0 8.66213e-06 7.28129e-06 1.095e-05 0.000176402 -6.5586e-05 -8.74666e-05 0.000141641 -0.000234168 -0.000445091 -0.000693769 0.000235133 0.000528788 0.00106839 0.00157464 3.49987e-05 0.000859812 -6.94533e-06 9.82056e-06 -6.78548e-06 -9.98652e-05 -1.46485e-05 1.20518e-05 0.000417701 0.000788591 2.29137e-05 -1.91096e-05 -0.000111283 -1.73309e-05 -7.66208e-05 -0.00041288 -0.000211668 -0.000554626 -0.000177941 -0.000190555 3.53649e-05 3.6599e-05 5.68732e-05 -8.35342e-06 7.82389e-05 -3.54595e-05 8.15872e-06 -7.02534e-05 -0.000185379 2.89321e-05 3.83561e-05 -0.000111297 5.2379e-05 9.19938e-05 0.000456698
internal_weight=0 124436 123420 117504 1016 5916 5351 565 173 151 126 589 203 97 51 106 56 155195 116915 51543 5810 3297 3124 211 116 65372 14942 3457 2913 2204 290 2513 225 2288 2265 50430 50295 29363 7245 22118 2387 20932 4384 1807 16548 15874 1360 14514 19731 247
internal_count=279631 124436 123420 117504 1016 5916 5351 565 173 151 126 589 203 97 51 106 56 155195 116915 51543 5810 3297 3124 211 116 65372 14942 3457 2913 2204 290 2513 225 2288 2265 50430 50295 29363 7245 22118 2387 20932 4384 1807 16548 15874 1360 14514 19731 247
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=51
num_cat=0
split_feature=8 12 2 13 4 14 0 1 10 2 14 14 0 7 3 10 13 3 4 14 1 13 14 5 13 0 12 2 0 12 12 0 0 13 5 3 5 6 4 6 0 4 0 3 10 14 2 14 14 10
split_gain=0.00654807 0.00798098 0.0126817 0.0112738 0.0118076 0.0195336 0.0182471 0.0173125 0.016004 0.0167553 0.0181156 0.0164713 0.0221526 0.014808 0.0202808 0.0176984 0.0147771 0.0136578 0.0176258 0.0135976 0.0127915 0.0124145 0.0122845 0.0119191 0.0104792 0.0109957 0.00951133 0.00933039 0.00927783 0.01518 0.00927742 0.0130977 0.00919187 0.00876953 0.00870198 0.00861403 0.0181962 0.0151211 0.0117226 0.0108881 0.00835614 0.00898887 0.00812926 0.0461405 0.0104299 0.00807411 0.00889254 0.00823304 0.0080243 0.00788384
threshold=1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.096006144393241177 3.5000000000000004 0.074537037037037054 1289.0088005912796 2588.1722553952563 0.81322674418604668 3.5000000000000004 0.3816526610644258 0.12632978723404256 835.12391301254218 3.5000000000000004 28.500000000000004 0.58434959349593507 0.12660256410256412 20.500000000000004 5.5000000000000009 0.47673160173160178 2969.5094685919271 0.13423423423423428 0.27386363636363642 3.5000000000000004 0.16472868217054268 1027.0057469844974 10.500000000000002 1.5000000000000002 818.89450838190703 4.5000000000000009 5.5000000000000009 795.06662848518874 1054.4749595559522 0.11583184257602865 3.5000000000000004 28.500000000000004 5.5000000000000009 2.5000000000000004 9.5000000000000018 1.5000000000000002 1222.5833773881889 9.5000000000000018 1321.1033005038273 13.500000000000002 0.93218390804597717 0.084219858156028379 2.5000000000000004 0.56949806949806958 0.53410852713178303 0.032795698924731186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 42 26 27 35 8 -8 9 10 13 12 49 14 28 23 -15 32 -19 -20 40 30 -18 -16 -22 -26 -3 -5 29 33 31 -13 -12 -7 -31 37 38 -6 39 -37 41 -10 -1 -44 -45 -29 -47 -48 -21 -11
right_child=-2 3 -4 4 5 6 7 -9 20 11 17 21 -14 16 15 -17 22 18 19 48 24 -23 -24 -25 25 -27 -28 45 -30 34 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 -43 43 44 -46 46 47 -49 -50 -51
leaf_value=-1.0208175292638281e-07 -5.9887780852093698e-06 -4.2179216863345433e-06 0.00065859468786958093 -0.0010793958825524896 -3.2450741925981645e-05 -0.00021072392167601116 0.0019046587139283392 0.00041454557194332381 2.1658008027306943e-05 0.00069118926501112973 0.00033507436805623207 0.00017665310284476285 0.0015194810161395281 -0.0014025823067640886 -9.7347369636267885e-05 0.002236403344431892 -0.00038155422033134408 0.0019968115944021311 0.0010335639435594666 -0.00081652023391576398 -0.0013237999144621428 -0.00018478002535529417 0.00091179512357642965 0.0014264331608414762 -0.0010269784519914538 0.00053242548948709062 -0.00062492064654736995 0.00012333522547708058 5.3028403549598422e-05 0.00039070609841033847 -0.00056179055690466025 0.0013468741689360254 -0.00027499050994441885 0.00016039896090181126 0.0014298457596894532 0.0019874127865161582 -0.00082845723722130065 -0.00049320879237985105 1.5651726004618565e-05 0.00056118826323654509 -0.00051820514863848844 0.00083878780633847994 -0.0021794126394005225 0.0007648909428658395 -0.00039146561533785784 2.3414423346239059e-05 -0.00011036279328579576 0.00090872142187436121 0.00048665448104859228 4.2114196507121038e-05
leaf_weight=69849 173399 13584 73 20 2301 168 22 171 3327 57 787 209 33 28 33 20 91 26 63 21 32 973 23 21 20 26 62 1158 2258 496 35 27 67 3031 21 23 25 193 38 32 71 34 28 39 39 4080 2189 20 27 261
leaf_count=69849 173399 13584 73 20 2301 168 22 171 3327 57 787 209 33 28 33 20 91 26 63 21 32 973 23 21 20 26 62 1158 2258 496 35 27 67 3031 21 23 25 193 38 32 71 34 28 39 39 4080 2189 20 27 261
internal_value=0 9.77529e-06 -7.87237e-08 2.88355e-05 5.05365e-05 7.59822e-05 0.000102008 0.000584403 9.44297e-05 0.00013052 0.00016308 -1.60721e-05 0.000286417 0.000131304 0.000143154 0.00096582 -0.000373398 0.000361558 0.000824995 0.000550516 4.19496e-06 -0.000101421 -0.000120615 0.000495234 -0.00062895 -0.000145576 -7.03806e-06 -8.89863e-07 0.000132963 0.000181535 0.000197872 0.000310534 0.000287212 0.000140909 0.000432915 -4.83563e-05 0.000369084 -6.81068e-05 0.000691003 0.00115761 1.85846e-05 2.99241e-05 -7.66068e-07 -0.000438302 0.000186713 2.00662e-06 -2.03337e-05 -0.000101136 -8.34845e-05 0.000158458
internal_weight=0 106232 70028 36204 22558 15091 12479 193 12286 8776 7181 1595 351 6190 6048 74 142 991 137 111 3510 1244 114 54 78 46 13646 7467 5974 3716 271 236 854 3199 517 2612 118 2494 93 55 3432 3361 69955 106 78 7447 6289 2209 48 318
internal_count=279631 106232 70028 36204 22558 15091 12479 193 12286 8776 7181 1595 351 6190 6048 74 142 991 137 111 3510 1244 114 54 78 46 13646 7467 5974 3716 271 236 854 3199 517 2612 118 2494 93 55 3432 3361 69955 106 78 7447 6289 2209 48 318
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=51
num_cat=0
split_feature=7 4 2 3 0 1 1 12 14 10 4 14 14 0 2 5 1 10 14 14 6 8 14 13 6 8 10 14 4 13 5 3 0 0 8 14 1 3 3 3 1 1 10 10 0 14 6 8 14 6
split_gain=0.00604913 0.0103224 0.0117178 0.0112189 0.0181367 0.0165988 0.0155751 0.014011 0.0153187 0.0145632 0.013786 0.0116629 0.0213917 0.0132463 0.0115345 0.0180154 0.0201782 0.0156278 0.0138676 0.0221943 0.013203 0.0128031 0.0120523 0.0119342 0.0111972 0.0110957 0.0126314 0.016581 0.0135172 0.0161814 0.020574 0.0187567 0.0134772 0.0127341 0.0110608 0.0109934 0.0120029 0.0109275 0.0107933 0.0106598 0.0198157 0.0158097 0.0120146 0.0151854 0.0103742 0.01754 0.0210199 0.0165873 0.0148135 0.012721
threshold=1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 13.500000000000002 1364.7041533538422 1657.8115345718741 1664.7529255167353 3.5000000000000004 0.43050193050193059 0.90550595238095244 7.5000000000000009 0.29864864864864871 0.15075757575757578 1264.1367493995072 2.5000000000000004 7.5000000000000009 2072.0032658042055 0.94804318488529027 0.34891304347826091 0.10582306830907055 4.5000000000000009 1.5000000000000002 0.11583184257602865 0.061553030303030311 2.5000000000000004 3.5000000000000004 0.1126984126984127 0.070598006644518277 3.5000000000000004 0.13100686498855837 5.5000000000000009 23.500000000000004 762.92399468051701 781.39118733466205 3.5000000000000004 0.60263157894736852 2969.5094685919271 14.500000000000002 30.500000000000004 19.500000000000004 2311.1327031133555 2287.1494267431067 0.8021739130434784 0.5913729128014843 903.47680643148226 0.27386363636363642 4.5000000000000009 3.5000000000000004 0.059714795008912663 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 37 11 8 14 24 -10 12 -1 -13 15 -7 22 20 19 21 -16 -19 -17 -22 25 26 27 -9 -29 30 32 -31 -30 -34 -18 36 -3 -5 -27 40 -28 -41 43 -43 49 46 47 48 -46 -4
right_child=-2 35 44 5 -6 7 -8 9 10 -11 -12 13 -14 -15 17 16 34 18 -20 -21 23 -23 -24 -25 -26 38 39 28 29 31 -32 -33 33 -35 -36 -37 -38 -39 -40 41 -42 42 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-2.4280631960035569e-05 -6.5850349694306177e-06 0.00044935489237682235 -8.6642473382055697e-05 7.496688132823553e-05 -0.0013758398514861863 -1.354565652934019e-06 -0.00022796116218002169 -0.00024337728666908723 3.2141153369430907e-05 -3.5595728320880738e-05 0.0002844568262947899 -1.339016615035536e-05 7.1191631368564042e-05 0.0010744422083787089 -5.0132983788698909e-05 0.0010303040305734612 0.001841129906925148 0.0010363885768499503 0.00030535307217048418 -0.0008405157399844252 -0.0014136329492820162 -0.00031011517030670875 -0.00037587357857660209 -0.00030440514640643352 -8.4181968824242239e-05 -0.00020505175183353999 0.0001277447610686445 -0.00014042398590433772 0.00030306503005838887 0.00025957158613742706 -0.0014278601175174118 0.0013988944413875673 -0.0012281790474214806 -8.0813985860950628e-05 0.00065185068805779644 -0.00081005336500571254 7.5392470329053386e-05 0.00024693062899905393 0.00098502826702315358 0.00082006678556873738 -0.00038937411892771908 0.00024993679250238384 0.00065949774654944888 -0.0001016999529458428 -0.0011464247170475904 -0.0017540717932760068 0.0009470192301835466 -0.0016546485074623316 0.00052856563495218083 0.0001057303050608122
leaf_weight=10349 155195 315 4733 4522 24 7458 749 493 8127 3153 580 48911 13548 28 7537 20 29 27 56 197 28 51 64 181 879 402 4616 508 270 732 25 38 26 346 60 28 673 1161 20 112 193 1457 138 389 22 23 28 27 33 1050
leaf_count=10349 155195 315 4733 4522 24 7458 749 493 8127 3153 580 48911 13548 28 7537 20 29 27 56 197 28 51 64 181 879 402 4616 508 270 732 25 38 26 346 60 28 673 1161 20 112 193 1457 138 389 22 23 28 27 33 1050
internal_value=0 8.21277e-06 6.90617e-06 1.03631e-05 -1.56749e-06 3.03698e-05 -1.11926e-06 1.85125e-05 -4.24734e-06 5.87879e-05 4.89487e-05 1.21344e-06 2.98458e-05 -1.27678e-05 -3.37341e-05 1.03462e-05 0.000514763 -7.53803e-05 -0.000411828 -0.000557873 -6.10033e-05 0.000155982 -4.10694e-05 -0.00045301 8.67465e-05 0.000102133 0.00011346 1.56197e-05 8.12677e-05 0.000159639 -2.06345e-05 0.000315798 3.4164e-05 -0.000161006 0.00103937 0.000166933 0.000194621 0.000110098 -0.00014865 0.000148005 0.000106991 0.000242106 0.000209479 0.000175838 -6.17551e-05 -0.000498356 -0.000235797 -0.000639685 -0.000141431 -5.1714e-05
internal_weight=0 124436 123420 117504 73609 43895 73585 38212 24415 13797 8707 72836 23897 48939 15708 7631 173 8077 331 275 7746 78 84 209 10644 9765 9343 2438 1945 1437 667 770 642 372 89 1016 988 5683 422 6905 4809 2096 1984 1846 5916 133 110 82 55 5783
internal_count=279631 124436 123420 117504 73609 43895 73585 38212 24415 13797 8707 72836 23897 48939 15708 7631 173 8077 331 275 7746 78 84 209 10644 9765 9343 2438 1945 1437 667 770 642 372 89 1016 988 5683 422 6905 4809 2096 1984 1846 5916 133 110 82 55 5783
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=51
num_cat=0
split_feature=8 11 0 7 3 8 9 10 10 0 3 9 10 0 10 9 1 10 3 3 10 13 0 13 0 0 10 4 2 10 14 5 6 6 1 12 1 1 7 5 14 0 10 1 10 10 7 2 10 6
split_gain=0.00597623 0.00719476 0.0114003 0.00990582 0.0104027 0.00765554 0.00713943 0.0259051 0.0110501 0.0369324 0.0322833 0.0293759 0.0287097 0.0250706 0.0296702 0.0213682 0.0371512 0.0370301 0.0354487 0.0278495 0.0319556 0.0254201 0.0305823 0.0241649 0.0207634 0.0204227 0.022223 0.0198293 0.0196364 0.0226202 0.025324 0.0230924 0.0228213 0.0190904 0.0180303 0.0178995 0.028295 0.0207135 0.0173261 0.0345292 0.0180291 0.02277 0.0325428 0.0421271 0.0329654 0.023556 0.0242992 0.0222188 0.0259182 0.0214965
threshold=1.0000000180025095e-35 0.078461538461538485 1433.692583700579 3.5000000000000004 32.500000000000007 3.5000000000000004 2.5000000000000004 0.73431372549019625 0.13100686498855837 629.85404376512713 13.500000000000002 3.5000000000000004 0.12660256410256412 543.804065378107 0.24695121951219515 3.5000000000000004 2936.4214567341296 0.42705167173252284 26.500000000000004 24.500000000000004 0.23861283643892342 0.10102040816326532 911.950011882387 0.063164893617021281 1001.157454449629 486.27124121777877 0.46770833333333339 7.5000000000000009 2.5000000000000004 0.042572463768115944 0.14119601328903655 9.5000000000000018 3.5000000000000004 2.5000000000000004 3007.5741317529969 3.5000000000000004 3364.5296915318181 3906.2051313837133 4.5000000000000009 7.5000000000000009 0.44281045751633991 1104.0542682349771 0.42705167173252284 3906.2051313837133 0.13714733542319751 0.43614130434782611 3.5000000000000004 3.5000000000000004 0.53452380952380962 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2 8 9 33 13 12 28 14 -10 16 19 18 34 25 -21 22 -20 -24 -25 26 -12 -13 -11 30 -30 -31 35 -8 -17 36 -32 -37 40 -40 41 42 43 44 -18 46 -44 48 -47 -43
right_child=1 2 -4 5 -6 -7 7 -9 10 11 15 27 -14 -15 -16 17 38 -19 21 20 -22 -23 23 24 -26 -27 -28 -29 29 31 32 -33 -34 -35 -36 37 -38 -39 39 -41 -42 49 45 -45 -46 47 -48 -49 -50 -51
leaf_value=9.3387046144213286e-06 -1.0532488993554396e-05 -0.00011555902600670259 0.00068533827440908439 -0.00033527441939045475 0.0006403629842679948 -0.0012206031570038307 5.8308337631068128e-05 -0.00024211511182534691 5.8257961351141483e-05 1.0547406714801085e-05 0.00062575126921324742 -4.0697669394811884e-06 -0.00089982642265132881 5.3015766683976342e-05 -0.00039728872352969154 -4.980394247149135e-05 0.0013860852147142093 -0.00030174705858950905 0.00025163408887136571 -0.00010876984186372237 0.00046907353302665778 6.775243561481337e-05 0.00068840289426298122 0.00077776089543476709 0.0028870984209269021 8.83689344187779e-05 -9.1945869783782434e-05 0.00030044622377245727 0.00014032259268734009 -0.00028465080696437949 -2.0402766708346638e-05 0.0008974465965625964 -0.00060435348669911381 0.00036112005189491641 -0.00072684378837330221 -0.00025285730007483211 0.0013072772411673907 -0.0018877426302060483 0.00069320173206506303 -0.0005619521837911339 0.00023370552334824881 0.00030468655488402873 0.00016569963237899986 -0.0011704319888098248 -0.00029043115832130535 9.0973949231936243e-05 0.0021835590302944183 0.00012199777154536379 -0.00095945609767416815 -0.001004886493234046
leaf_weight=106232 129548 1438 44 115 47 31 5583 971 534 2542 360 2202 115 1229 1081 2172 30 1001 377 308 1072 848 125 20 28 11150 154 706 1010 2531 901 42 261 574 103 619 42 20 190 77 384 400 37 138 1296 115 25 649 120 34
leaf_count=106232 129548 1438 44 115 47 31 5583 971 534 2542 360 2202 115 1229 1081 2172 30 1001 377 308 1072 848 125 20 28 11150 154 706 1010 2531 901 42 261 574 103 619 42 20 190 77 384 400 37 138 1296 115 25 649 120 34
internal_value=0 -5.72131e-06 -0.000108846 -0.000130271 -9.16342e-05 -0.000523255 -4.71543e-06 1.31523e-05 1.91677e-05 -1.15008e-05 4.10284e-05 -6.64211e-05 -0.000115451 -0.00011716 -0.000246662 6.22366e-05 8.89139e-05 -3.21616e-05 4.13083e-05 0.000127704 0.000340106 0.00023946 0.000504201 0.00105459 0.00200821 0.000102574 0.000410721 6.98602e-05 -0.00010413 -0.000157855 -6.09047e-05 -0.000265355 -0.000171181 8.65386e-05 -8.04567e-05 -9.9716e-05 3.87304e-05 -0.000304027 -5.58577e-05 0.000331229 -8.78751e-05 -0.000131295 -0.000191333 -0.000339027 -0.000252501 3.72343e-05 0.000979353 -2.88418e-05 -0.000445416 0.000202093
internal_weight=0 173399 1675 1631 1485 146 171724 42176 41205 17148 24057 10991 8083 2844 1615 21213 16539 4674 3673 13044 1380 1398 550 173 48 11664 514 2908 7968 5426 2853 2573 1843 6157 2275 1582 943 639 3495 267 3228 2844 2410 1464 1326 946 62 884 235 434
internal_count=279631 173399 1675 1631 1485 146 171724 42176 41205 17148 24057 10991 8083 2844 1615 21213 16539 4674 3673 13044 1380 1398 550 173 48 11664 514 2908 7968 5426 2853 2573 1843 6157 2275 1582 943 639 3495 267 3228 2844 2410 1464 1326 946 62 884 235 434
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=51
num_cat=0
split_feature=4 5 8 5 4 3 5 1 7 13 14 5 6 13 12 14 10 5 2 9 8 4 7 2 7 1 13 5 4 14 10 10 3 1 6 0 0 6 14 10 14 14 5 8 4 6 6 7 13 13
split_gain=0.00586711 0.00577276 0.00775287 0.0113165 0.00575126 0.00843917 0.00972585 0.00951731 0.00874293 0.00732355 0.00655924 0.00588756 0.0119905 0.0224391 0.0171104 0.0126385 0.0128642 0.0113386 0.0102394 0.0100067 0.00925075 0.00977373 0.0233457 0.00978985 0.0176689 0.00986328 0.0206441 0.0118509 0.0100406 0.00996119 0.00943534 0.0112113 0.00936131 0.00919934 0.00905571 0.00898202 0.0166639 0.019645 0.0154616 0.0117054 0.0110596 0.00991901 0.00864852 0.00857343 0.00845707 0.00801265 0.00795394 0.00766931 0.0107471 0.0102096
threshold=16.500000000000004 18.500000000000004 11.500000000000002 15.500000000000002 1.0000000180025095e-35 22.500000000000004 3.5000000000000004 2054.0833906096768 5.5000000000000009 0.32200460829493094 0.12060606060606062 11.500000000000002 3.5000000000000004 0.13100686498855837 3.5000000000000004 0.065942028985507259 0.56330128205128216 15.500000000000002 3.5000000000000004 2.5000000000000004 6.5000000000000009 7.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 2469.2009762718558 0.033908045977011504 8.5000000000000018 6.5000000000000009 0.77032967032967048 0.95916666666666683 0.51925925925925942 36.500000000000007 3616.7164640063575 4.5000000000000009 977.9268823093272 1104.0542682349771 1.5000000000000002 0.26201372997711675 0.61651583710407254 0.41240409207161127 0.43826219512195125 10.500000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 4.5000000000000009 0.87026647966339421 0.42206477732793529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 9 -7 10 -8 20 15 14 18 16 -13 35 34 47 -6 23 -23 25 42 29 30 -28 -29 -22 31 -27 -26 -21 -14 41 37 -37 -39 -38 -41 45 -25 -18 -31 -17 -46 48 -15 -49
right_child=-2 -3 3 -5 11 8 7 -9 -10 -11 -12 12 13 19 -16 17 43 -19 -20 33 21 22 -24 24 32 26 27 28 -30 44 -32 -33 -34 -35 -36 36 39 38 -40 40 -42 -43 -44 -45 46 -47 -48 49 -50 -51
leaf_value=-0.0001986383592722429 0.00065677457258810621 0.00040950665587483536 -0.0011937962581214379 0.0003223359360708855 5.9350841183864216e-07 -0.00084911998887748821 -0.00069220955135634822 0.00084960795147941473 0.00029555795587260617 0.00025663385983139649 -2.4676160600116101e-05 0.0018943945720346401 -0.00014148225766673152 -0.00078531882833655789 -0.00018429066508866124 -4.3198064246309406e-05 0.0011578897433355451 -0.0006298705851996171 0.0016926870564930143 -0.00035168682254152375 -0.00028304353538824147 0.00047309489616989753 -0.0011565663876703742 2.3770576154686441e-05 0.00037802159160492009 -6.0963793657720097e-08 -0.00095161899025986228 -0.00048662604696194951 0.00038810410639454954 7.4770232895389203e-06 -0.00051429267872923196 0.0014973593322793024 0.001662104034436528 -0.0018500453282502436 0.0011418870208284783 0.00010202746564191916 -0.00049732908949307682 0.00075678384587676698 0.0025742416612338278 0.0010665371085494934 -0.00012775524357695961 0.00039758621336975769 -0.0010432527209632099 -0.00028859734302386645 0.0014381715567256122 -0.0010591828720256065 9.226816778426015e-05 0.00098243116657249644 0.00028139571324131929 -0.00037562437975148283
leaf_weight=636 34 86 32 20 276134 69 46 39 22 198 184 23 28 83 72 69 20 38 26 20 271 142 26 79 40 25 126 240 38 150 21 25 22 21 27 31 45 22 25 42 36 92 25 21 23 27 21 25 33 31
leaf_count=636 34 86 32 20 276134 69 46 39 22 198 184 23 28 83 72 69 20 38 26 20 271 142 26 79 40 25 126 240 38 150 21 25 22 21 27 31 45 22 25 42 36 92 25 21 23 27 21 25 33 31
internal_value=0 -7.98663e-08 -2.05888e-07 -0.000610668 -9.22969e-08 -0.000109594 -7.14124e-05 0.000101855 -0.000572385 3.37183e-05 -0.000158183 3.7756e-07 0.000131229 -8.53915e-05 0.000376538 0.000292701 0.000947943 0.000194492 0.000875053 -0.0004172 -2.66803e-08 -0.00013445 0.000220885 -0.000188425 0.000165565 -0.000250938 -0.000411187 -0.000549372 -0.000367059 -8.72423e-05 0.000375103 0.000748649 0.000833664 -0.00111914 0.000488535 0.000275021 0.000507382 0.00107908 0.00172352 0.000144842 0.000515325 2.65922e-05 -0.000232725 0.000417006 0.000186274 -0.000328944 0.000795809 -0.000249878 -0.000481857 0.00023065
internal_weight=0 279597 279511 52 279459 1194 1103 467 91 428 230 278265 857 366 153 491 64 427 81 213 277408 1274 168 1106 166 940 475 404 278 465 71 50 62 41 55 389 201 78 47 123 78 188 104 41 194 96 44 172 116 56
internal_count=279631 279597 279511 52 279459 1194 1103 467 91 428 230 278265 857 366 153 491 64 427 81 213 277408 1274 168 1106 166 940 475 404 278 465 71 50 62 41 55 389 201 78 47 123 78 188 104 41 194 96 44 172 116 56
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=51
num_cat=0
split_feature=0 1 9 10 9 7 9 10 1 3 4 10 13 1 0 13 12 10 0 0 0 13 0 14 13 6 10 0 0 5 3 13 13 14 3 14 14 14 14 1 10 0 3 4 12 14 14 0 0 0
split_gain=0.005626 0.00761557 0.00607566 0.00625063 0.00692388 0.00596275 0.00951697 0.0119321 0.0146755 0.0263514 0.0187681 0.0191494 0.0173814 0.0154261 0.0219614 0.0195653 0.0280553 0.0189217 0.0149872 0.0170297 0.0150878 0.0231208 0.0142471 0.0230892 0.0262367 0.0158287 0.0184617 0.0148731 0.0137749 0.0135395 0.0132466 0.0153731 0.016749 0.0131061 0.0149558 0.0185859 0.0130636 0.0145716 0.0145714 0.0125674 0.0139774 0.0124282 0.0118765 0.019857 0.0232689 0.0141471 0.0129756 0.0196578 0.0171295 0.0145754
threshold=355.87763915758541 930.51637059710401 3.5000000000000004 0.56711711711711721 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.6198686371100165 3241.4713401430272 30.500000000000004 10.500000000000002 0.84292763157894746 0.13680926916221037 2846.3956359091098 1433.692583700579 0.12060606060606062 1.5000000000000002 0.96362433862433872 1040.0256050067871 1061.8284994139024 1001.157454449629 0.54692082111436957 887.94124131670708 0.62331081081081086 0.053342816500711245 1.0000000180025095e-35 0.76568627450980398 903.47680643148226 869.07031931492213 1.0000000180025095e-35 41.500000000000007 0.11583184257602865 0.42206477732793529 0.31909090909090915 29.500000000000004 0.42640692640692646 0.55718954248366026 0.3816526610644258 0.40238095238095245 1268.6169496378952 0.063508064516129045 447.70857959119701 23.500000000000004 2.5000000000000004 6.5000000000000009 0.89039039039039047 0.11237373737373739 812.90213645256711 1289.0088005912796 828.44638242267558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 30 9 10 11 22 -11 14 42 17 -17 -15 20 -20 21 -14 41 25 -25 26 29 -26 -23 -24 39 -32 -33 -18 35 -35 37 -27 -39 -7 -41 -9 -13 45 46 -44 47 -45 -48 -49
right_child=5 2 -4 -5 -6 6 -8 8 -10 12 -12 13 18 15 -16 16 33 -19 19 -21 -22 28 23 24 27 36 -28 -29 -30 -31 31 32 -34 34 -36 -37 -38 38 -40 40 -42 -43 43 44 -46 -47 48 49 -50 -51
leaf_value=-0.00075021625260381899 8.6273163049317289e-06 0.00013408174534914471 -0.00070655994924508341 -0.00026994569672516785 -0.00017946956646205258 2.7894946783310634e-05 1.5314166821128593e-05 -9.0339396217684086e-05 -0.00013690742094337881 0.00097438255852123489 0.00043499105750895747 -1.5549966945231126e-05 -0.00088669923856725993 -0.0005872654788915254 0.001390902215747961 -0.00076315953398219658 2.0905889631273529e-05 -5.6849284638044794e-05 -0.0013857341749826447 0.00010982291891907705 0.0015284507448086516 -0.0001660551188979298 -0.0010095977133864331 -0.00053993670719111673 -0.00041299102760259868 -0.00021186710282178564 0.0004360519974256119 0.00065619854708377464 0.0014969001573538691 -7.3038538597646345e-06 5.7686803813435534e-05 0.001840608646034525 2.3346993007830213e-05 0.0010248468097092376 0.0017524859545633459 -0.00043763638868767887 -0.00089869902355227773 0.00095041883899830287 1.379830146217909e-05 1.1371917728303484e-05 -6.3174311424951204e-05 0.00010109629249544557 -0.00056911765703724357 0.0014402315342089251 -0.00059709396775526171 0.00038858295263299647 0.00028593290443243278 -0.001443284507840872 -1.1485795251965023e-05 -6.9733354818513442e-05
leaf_weight=45 123722 453 38 267 288 6622 38872 936 1928 106 248 52052 29 404 28 104 552 288 24 92 32 20 36 71 37 1500 263 269 33 526 95 32 21 45 23 42 60 50 245 8042 28831 8999 181 21 110 49 1628 20 689 563
leaf_count=45 123722 453 38 267 288 6622 38872 936 1928 106 248 52052 29 404 28 104 552 288 24 92 32 20 36 71 37 1500 263 269 33 526 95 32 21 45 23 42 60 50 245 8042 28831 8999 181 21 110 49 1628 20 689 563
internal_value=0 -0.000113321 -8.59206e-05 -6.25235e-05 1.22156e-05 4.4386e-07 -6.09591e-06 -1.32738e-05 -8.12043e-07 2.91644e-06 7.97284e-07 -7.45609e-07 0.000444653 -1.32717e-05 -9.04225e-06 -0.000173808 2.82003e-07 -0.000366514 0.000200517 -0.000199603 0.000607656 0.000248321 5.40165e-05 -4.03747e-05 0.000325998 -9.1913e-05 9.02962e-05 0.000526917 0.00086937 -7.15077e-05 -3.39192e-05 0.000438311 0.00112056 0.000120218 0.000618587 0.00031882 -0.000172949 -0.00014869 0.000172548 -3.5526e-05 -4.69158e-05 8.30607e-05 -9.75092e-06 8.28133e-05 0.000116801 -0.000365086 0.000143685 -6.27164e-05 0.00019749 -0.000116853
internal_weight=0 1091 1046 1008 741 278540 154818 115946 72303 70375 70039 69791 336 56799 55341 1458 766 692 230 116 114 82 12992 3057 377 2680 825 306 53 562 43643 148 53 662 110 87 1855 1795 295 43495 36873 9935 55313 3261 3031 230 2921 604 2317 583
internal_count=279631 1091 1046 1008 741 278540 154818 115946 72303 70375 70039 69791 336 56799 55341 1458 766 692 230 116 114 82 12992 3057 377 2680 825 306 53 562 43643 148 53 662 110 87 1855 1795 295 43495 36873 9935 55313 3261 3031 230 2921 604 2317 583
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 9 1 1 3 1 3 1 7 1 3 1 3 6 0 0 6 12 3 10 5 7 1 3 4 1 8 10 3 9 10 10 5 10 10 0 3 3 1 4 3 9 1 7 1 1
split_gain=0.00563191 0.0368594 0.0199419 0.0296073 0.0217088 0.0189119 0.0152495 0.0151416 0.0257951 0.0338441 0.0344049 0.0271007 0.0260827 0.0225142 0.0210225 0.018747 0.0411525 0.0202002 0.0202536 0.0301323 0.015514 0.0146678 0.014285 0.0190177 0.0142493 0.0141798 0.0161153 0.0167265 0.0138022 0.0136424 0.0136285 0.0135939 0.0145159 0.0134714 0.0206388 0.0247533 0.0167165 0.0137676 0.0132874 0.0190986 0.0131305 0.0128395 0.0195746 0.0219756 0.0207188 0.0200773 0.0189485 0.0197776 0.0184763 0.0183271
threshold=10.500000000000002 1279.6256317960454 1396.6810752259844 12.500000000000002 486.27124121777877 3.5000000000000004 2207.0293116104267 1577.7371014993744 15.500000000000002 1901.8677697110745 17.500000000000004 1806.8431918941753 1.5000000000000002 2157.1361945500553 14.500000000000002 2263.042265477196 19.500000000000004 1.5000000000000002 633.83839370098701 737.86994514254707 2.5000000000000004 3.5000000000000004 20.500000000000004 0.043961352657004842 2.5000000000000004 1.0000000180025095e-35 1723.9474886893252 13.500000000000002 6.5000000000000009 2001.0640350640863 1.0000000180025095e-35 0.55718954248366026 15.500000000000002 2.5000000000000004 0.71240601503759404 0.79772727272727284 1.5000000000000002 0.29478609625668456 0.10582306830907055 561.86879974510146 18.500000000000004 21.500000000000004 2554.1430983545456 3.5000000000000004 23.500000000000004 2.5000000000000004 2423.1344677252664 1.5000000000000002 2287.1494267431067 2669.2593881982461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 33 -2 -4 5 31 -7 -6 11 28 13 12 14 21 24 17 30 -12 40 20 22 29 -20 -24 25 26 27 -9 -10 -11 -17 32 -5 34 37 -36 -37 -1 -35 -40 -19 46 43 -43 49 -45 47 -18 -47 -44
right_child=2 -3 3 4 7 6 -8 8 9 10 15 -13 -14 -15 -16 16 41 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 38 35 36 -38 -39 39 -41 -42 42 44 45 -46 48 -48 -49 -50 -51
leaf_value=6.8461750512907254e-06 3.8539187605399164e-05 -0.00021149894876896485 -7.72571224293649e-05 0.00017704051337345247 4.011862526466792e-05 -0.00013271147212267503 0.00055542151996960053 -3.9566179240574071e-05 5.2035187568799941e-05 -6.4496064104449017e-05 6.6031704431492526e-05 -0.00017285043409219128 -0.00015937869882684259 -0.00046024496240787226 4.8960295499710366e-05 -8.2131697053584873e-05 4.3620385865799856e-05 -6.878395499859211e-05 -0.00010347640809849258 3.2174373215697151e-05 -0.00026420290542739891 5.3276847476037808e-06 0.0016272437540392273 0.00015653079469332595 -0.00016548360289441163 -0.00010277941586628336 -0.00012523693960993581 0.00012152212248935234 0.0002155124635026767 -0.00020181400301748188 -0.00033511413794134288 -3.6194052892673713e-05 0.00048512314482205372 -6.3358565643668324e-06 -0.0001687848764512428 1.5667179062764081e-05 -6.2464006898634757e-05 9.537072196613411e-05 -0.00029178093312708369 6.2676137510418316e-05 0.00035841296831931423 -0.00012393639259802896 -3.6489791874834384e-05 4.8873008950830438e-05 5.2977594531357249e-06 0.001158826166248022 -0.00015237295423960171 -0.0001417490962566639 0.00019739109374734511 -0.00024171936668635456
leaf_weight=10428 34538 2267 12466 1555 20658 844 89 2996 19438 5191 19433 3724 3357 388 9137 934 5149 268 1880 5541 1680 3967 25 182 2187 4110 1716 3487 1383 2776 1238 507 507 2008 2651 21126 10128 7588 1343 530 547 1276 3204 6022 29646 51 3345 1997 2476 1647
leaf_count=10428 34538 2267 12466 1555 20658 844 89 2996 19438 5191 19433 3724 3357 388 9137 934 5149 268 1880 5541 1680 3967 25 182 2187 4110 1716 3487 1383 2776 1238 507 507 2008 2651 21126 10128 7588 1343 530 547 1276 3204 6022 29646 51 3345 1997 2476 1647
internal_value=0 -1.38606e-05 3.6327e-06 -2.81353e-06 2.50283e-06 0.000125736 -6.70696e-05 -2.01097e-08 -5.53339e-06 4.95642e-06 -7.24548e-06 -4.64093e-05 -2.89633e-05 -8.54143e-05 -1.04382e-05 3.88446e-06 -1.28753e-05 3.61978e-05 -2.10739e-05 -4.20014e-05 -0.000151109 -7.32277e-05 -6.00699e-05 0.000334153 -4.78777e-05 -2.69821e-05 1.10136e-05 4.70781e-05 6.28939e-05 -0.000112343 -0.000226327 0.000195759 0.000252791 -5.83134e-06 8.85299e-07 -2.20941e-05 -9.65158e-06 4.4131e-05 -9.56882e-05 -0.000191481 0.000217936 -4.41713e-06 7.35624e-06 6.96194e-05 -1.03768e-05 9.8509e-05 -5.41568e-05 -8.18242e-06 0.000216795 -0.000106169
internal_weight=0 58069 221562 187024 174558 3502 933 171056 150398 119684 98863 30714 26990 12322 23633 86541 56985 29556 10123 9308 3767 11934 2087 207 14496 12309 8199 6483 20821 7967 2172 2569 2062 55802 51921 33905 31254 18016 3881 1873 815 54813 44322 9825 34497 8549 10491 7146 2527 4851
internal_count=279631 58069 221562 187024 174558 3502 933 171056 150398 119684 98863 30714 26990 12322 23633 86541 56985 29556 10123 9308 3767 11934 2087 207 14496 12309 8199 6483 20821 7967 2172 2569 2062 55802 51921 33905 31254 18016 3881 1873 815 54813 44322 9825 34497 8549 10491 7146 2527 4851
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=51
num_cat=0
split_feature=8 6 0 0 7 5 10 0 12 5 12 14 10 10 7 12 10 9 10 14 6 7 14 1 1 13 3 7 14 12 1 10 10 1 10 12 1 7 1 14 1 5 5 1 12 1 13 13 10 9
split_gain=0.00609694 0.00968046 0.0138253 0.00986932 0.00879046 0.00879458 0.0135556 0.0147144 0.0115908 0.0081806 0.0151656 0.00961422 0.0151932 0.01393 0.00883728 0.0152512 0.0155524 0.00853612 0.0179019 0.0256067 0.0225244 0.0192279 0.0223252 0.0166263 0.0160852 0.0149216 0.0148507 0.0127325 0.0124892 0.0122792 0.0132289 0.0300991 0.0181014 0.0149617 0.0119715 0.0127996 0.0117235 0.0112624 0.0112161 0.0111385 0.0135592 0.0114055 0.0110791 0.0109068 0.0110503 0.010668 0.010656 0.0104663 0.0103581 0.0114768
threshold=1.5000000000000002 7.5000000000000009 677.32896724147201 723.83857631838703 16.500000000000004 2.5000000000000004 0.95060975609756104 1027.0057469844974 9.5000000000000018 1.5000000000000002 11.500000000000002 0.04210992907801419 0.45080645161290328 0.36899313501144165 2.5000000000000004 6.5000000000000009 0.13100686498855837 1.5000000000000002 0.62645348837209314 0.13423423423423428 3.5000000000000004 2.5000000000000004 0.13714733542319751 3049.3733999235665 2875.3264341504796 0.14142857142857146 25.500000000000004 2.5000000000000004 0.61651583710407254 3.5000000000000004 2337.1340514624867 0.75337837837837851 0.67054263565891481 1894.0094888517563 0.76568627450980398 5.5000000000000009 2377.2264031740556 1.0000000180025095e-35 2936.4214567341296 0.27888888888888896 3364.5296915318181 3.5000000000000004 3.5000000000000004 2648.2431066574563 5.5000000000000009 2519.2547660210666 0.22792207792207794 0.69337606837606847 0.83558558558558571 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 6 8 -8 -2 11 17 12 13 14 -1 16 -16 -11 -19 23 21 22 -21 26 28 37 43 -25 46 30 33 32 -32 -23 38 -36 -30 -22 -28 40 41 -26 -27 -20 -45 -44 -24 -35 49 -41
right_child=4 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 19 20 25 29 24 27 39 42 34 -29 36 -31 31 -33 -34 47 35 -37 -38 -39 -40 48 -42 -43 45 44 -46 -47 -48 -49 -50 -51
leaf_value=6.0439901077638613e-05 -3.9894666773066699e-05 0.0012133373605643606 -0.0009005136727137143 0.00025871616064380634 -0.00093042384430121357 -3.2632163015486555e-06 -0.00082354593566290226 -0.00012423578941363507 0.00091269814583938569 -4.4810724728756409e-06 -0.00098191304791007982 -3.1315508426769479e-06 -0.00052823147907232249 0.00090941461293320917 0.00063379745135597632 -0.0017222779847326734 -0.0011528741712460205 1.4233904204075487e-05 0.0002874174358694499 -0.001025949263878699 -0.0016059633819774416 0.00049392906996528838 9.5149310410917693e-05 -0.00042631567679927681 -0.00049817273402974634 -0.00041426073233620037 0.0010873380482995085 0.00043550028121292904 0.00015105033450672379 -0.00010736869615740082 0.0010984011534019374 0.0013193538203018298 -0.00054938842129195113 -0.00025260669417548343 0.0017644139355979861 0.00042505458773424236 0.0010163081344217062 -0.00049075627915148975 -0.00044128267223381303 0.00080819503121650404 0.00025354253618476628 -0.0015724765165422078 -0.00034046000748110764 -0.00057880704606711679 0.00032889763562707233 0.0011196545935396489 -4.6247423801629525e-05 0.00070192414286014226 -0.00073662087028531149 -0.0003549041350317183
leaf_weight=194 15221 36 20 224 26 69112 113 225 32 28965 38 114120 225 38 29 21 21 40268 1658 49 36 269 2494 150 60 101 21 60 1837 152 25 102 50 160 44 30 40 61 28 48 31 42 22 76 60 29 2861 35 34 38
leaf_count=194 15221 36 20 224 26 69112 113 225 32 28965 38 114120 225 38 29 21 21 40268 1658 49 36 269 2494 150 60 101 21 60 1837 152 25 102 50 160 44 30 40 61 28 48 31 42 22 76 60 29 2861 35 34 38
internal_value=0 4.8679e-06 0.000298651 0.000163697 -1.11976e-05 -1.09155e-05 -4.48364e-05 -0.000358029 -3.78962e-05 4.44523e-06 1.67189e-05 -4.11642e-06 -0.000216983 1.4142e-05 -0.000114237 -0.000591522 -0.000116605 1.71937e-05 2.95106e-05 8.69865e-05 4.84709e-05 6.24832e-05 3.78333e-05 0.00024228 4.47973e-05 -0.000420126 0.000288548 -0.000180083 5.85067e-05 0.000296673 0.000392483 0.000760253 -1.2523e-07 0.000252192 0.000820033 0.00122143 0.000169489 -0.000904648 0.00021384 -0.000347086 -0.000662215 -0.000940533 -0.000110924 0.000252108 -0.000178349 0.000489801 1.96057e-05 -8.12806e-05 2.18246e-06 0.000294267
internal_weight=0 194902 280 244 84729 84703 15591 338 15253 194622 79974 114648 528 303 265 71 50 79936 50971 10703 8576 8327 7534 2127 7485 249 1917 210 7232 793 641 177 75 464 123 74 1877 97 49 253 133 102 152 1794 136 51 5355 195 120 86
internal_count=279631 194902 280 244 84729 84703 15591 338 15253 194622 79974 114648 528 303 265 71 50 79936 50971 10703 8576 8327 7534 2127 7485 249 1917 210 7232 793 641 177 75 464 123 74 1877 97 49 253 133 102 152 1794 136 51 5355 195 120 86
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=51
num_cat=0
split_feature=7 4 2 3 1 1 1 5 0 3 1 6 0 5 10 4 8 14 14 13 0 14 0 5 6 0 5 3 3 12 4 0 13 9 10 5 13 13 6 14 14 2 4 1 10 0 14 14 12 1
split_gain=0.0059197 0.00940898 0.0109542 0.0111422 0.0315955 0.0156103 0.0154874 0.0139425 0.0123936 0.012408 0.0131955 0.011147 0.0253409 0.0118266 0.0129914 0.0164907 0.0106605 0.00997192 0.0111838 0.0222563 0.0132025 0.00991617 0.0202783 0.0203135 0.0157919 0.0135266 0.0116315 0.010502 0.0214161 0.0101965 0.010104 0.0105344 0.0100508 0.00980844 0.019026 0.0240428 0.0178152 0.0145062 0.0189881 0.0199542 0.0160137 0.013327 0.0120212 0.0132085 0.0120051 0.0127 0.0190395 0.013422 0.0128008 0.0165431
threshold=1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 16.500000000000004 2072.0032658042055 2027.995243810725 1925.0712920527774 2.5000000000000004 1433.692583700579 15.500000000000002 1834.9472229483665 3.5000000000000004 924.13557371275863 1.0000000180025095e-35 0.90121951219512209 5.5000000000000009 1.5000000000000002 0.60263157894736852 0.072299651567944254 0.27718676122931446 1086.8692189335923 0.18065268065268067 865.45763568221207 7.5000000000000009 4.5000000000000009 570.24145417226862 5.5000000000000009 33.500000000000007 34.500000000000007 6.5000000000000009 8.5000000000000018 838.67050112781965 0.11583184257602865 1.5000000000000002 0.8021739130434784 8.5000000000000018 0.71198156682027658 0.05634920634920635 1.5000000000000002 0.16496598639455784 0.29478609625668456 2.5000000000000004 7.5000000000000009 2408.1508409761141 0.96609195402298864 933.44303385326884 0.070598006644518277 0.28062500000000007 3.5000000000000004 2423.1344677252664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 8 -8 9 10 -1 33 13 -13 -15 16 -16 18 19 -3 -21 24 30 -24 25 -4 32 29 -29 -27 31 -23 -26 41 -35 36 37 38 40 -40 -36 -7 -39 -44 45 47 -47 48 49 -43
right_child=-2 17 21 5 -6 11 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 -22 22 23 -25 26 27 -28 28 -30 -31 -32 -33 -34 34 35 -37 -38 42 39 -41 -42 44 43 -45 -46 46 -48 -49 -50 -51
leaf_value=5.8982188836890263e-06 -6.5142042878758348e-06 -0.00047461421855688157 0.00015729972363769638 0.00012425066589704745 -0.00070813370898460378 2.2726487391190977e-05 -8.6316513314744543e-05 -0.00050435920385487928 -0.0011290741308281819 9.0923779376810129e-05 -0.00014021233786530452 0.0005038008801516537 8.6420614504034059e-05 -0.00029435840764109388 -0.0012535361554579473 -0.0016189497012300822 0.00011675362155074254 -0.00077083056985429723 0.00027024808039411108 0.0013639130367664621 -0.00022722993321208792 -0.00012504840504252618 -0.00028028959324324714 -0.0019955818512244149 -0.00030203289639353496 -0.00013833897552979085 0.0015136811368089791 -0.0019808477775024422 5.8943772737327367e-05 0.00018662721599148907 0.00030385346186051645 0.00065388633044097917 0.00084288245820860581 3.4828137043231729e-05 0.00040354578317060665 0.0015447612319673812 0.0015307206260040404 0.00021036348177386134 -0.0017049932095687837 -0.00015499532102174792 -0.00069343637994681443 -0.00033672176675035971 3.061867942167924e-05 0.0011703742958672268 0.00094902317252253078 0.00063446441199630508 -0.00091153483569782982 8.1769404573435201e-05 -6.9432366078487845e-05 -0.0012776283512842687
leaf_weight=87621 155195 144 802 4602 156 2715 1820 224 24 4234 1573 38 707 477 22 46 40 28 790 32 22 3213 45 28 36 1172 27 22 31 304 151 44 41 11008 147 35 25 616 33 56 43 211 39 73 23 24 117 399 296 60
leaf_count=87621 155195 144 802 4602 156 2715 1820 224 24 4234 1573 38 707 477 22 46 40 28 790 32 22 3213 45 28 36 1172 27 22 31 304 151 44 41 11008 147 35 25 616 33 56 43 211 39 73 23 24 117 399 296 60
internal_value=0 8.12443e-06 6.87698e-06 1.02194e-05 2.86022e-06 4.24323e-05 4.02168e-06 -0.000132129 6.99961e-06 7.29144e-06 3.32145e-06 2.06045e-05 -0.000118455 -0.000350953 -0.000406476 -0.000901661 -0.000369478 0.00015966 0.00018603 -0.000149991 0.00071567 -5.95095e-05 -0.00011365 -0.00093821 1.78886e-05 -9.00713e-06 0.000620715 -9.62394e-05 -0.000787762 -7.14083e-05 -9.59882e-05 -0.000114525 0.000307597 3.22219e-05 5.43683e-05 0.00025596 0.00021225 0.000179518 -0.000127029 -0.000729714 0.000155281 -3.73276e-05 0.000296999 0.000773495 -0.000181617 -0.000205108 -0.000648386 -0.000140406 -0.000296751 -0.000545041
internal_weight=0 124436 123420 117504 95652 21852 95496 2044 93452 93428 89194 17250 1330 623 585 108 62 1016 988 198 54 5916 3481 73 2435 2331 104 1529 53 1476 3408 3257 77 15920 12075 1067 1032 1007 279 89 190 3845 728 112 1130 1107 141 966 567 271
internal_count=279631 124436 123420 117504 95652 21852 95496 2044 93452 93428 89194 17250 1330 623 585 108 62 1016 988 198 54 5916 3481 73 2435 2331 104 1529 53 1476 3408 3257 77 15920 12075 1067 1032 1007 279 89 190 3845 728 112 1130 1107 141 966 567 271
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=51
num_cat=0
split_feature=8 12 2 13 14 0 13 10 0 12 7 14 3 5 13 13 0 12 14 4 13 7 0 10 1 5 1 9 10 10 7 13 13 14 0 14 0 4 0 1 1 3 5 4 1 0 10 14 3 4
split_gain=0.00584523 0.00730427 0.0113011 0.0101525 0.0106575 0.0111309 0.0125017 0.0124072 0.0136673 0.00835444 0.00806084 0.0104197 0.00917114 0.0125458 0.0121444 0.0209884 0.0160502 0.0141578 0.0120861 0.0173478 0.00933423 0.00898896 0.0128484 0.00999306 0.0168284 0.0103104 0.00875235 0.00939851 0.0232539 0.0120621 0.0135583 0.0151216 0.0102737 0.00827964 0.00745772 0.00997439 0.00742129 0.00740536 0.0536857 0.0362715 0.013881 0.0173581 0.0109105 0.0123217 0.0108941 0.013497 0.0115328 0.00990044 0.0106754 0.0197665
threshold=1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.096006144393241177 0.3816526610644258 1203.0768547389173 0.38585607940446659 0.56711711711711721 623.97869829977878 10.500000000000002 1.0000000180025095e-35 0.37668918918918926 27.500000000000004 6.5000000000000009 0.30860805860805868 0.26393188854489169 1113.5670458188422 4.5000000000000009 0.03509852216748769 9.5000000000000018 0.21132376395534294 2.5000000000000004 855.39444395686212 0.95742753623188415 2904.5200653263769 1.5000000000000002 2692.3630167879473 3.5000000000000004 0.072299651567944254 0.3066239316239317 1.5000000000000002 0.18065268065268067 0.21525096525096529 0.22792207792207794 765.4296869705621 0.267479674796748 952.21519948873902 5.5000000000000009 1289.0088005912796 1419.6941230302543 1558.814692156295 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1697.8650502057942 848.41687930959222 0.77913279132791347 0.043961352657004842 23.500000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 37 9 10 6 7 8 -6 -3 -5 12 21 14 15 18 -16 -17 19 -14 -20 23 34 26 25 -25 -12 28 33 -30 31 -31 -32 -28 -23 -36 -27 38 40 -40 41 -1 -42 -44 45 46 -39 -46 -49 -50
right_child=-2 3 -4 4 5 -7 -8 -9 -10 -11 11 -13 13 -15 16 17 -18 -19 20 -21 -22 22 -24 24 -26 36 27 -29 29 30 32 -33 -34 -35 35 -37 -38 44 39 -41 42 -43 43 -45 47 -47 -48 48 49 -51
leaf_value=2.9290010258786795e-07 -5.6582567358986867e-06 -3.9297684767115717e-06 0.00062159737719586503 6.8055453806059027e-05 3.8487458663676402e-05 0.00093522068812242 -0.00077926697495796194 1.0633646679978526e-05 0.00036592580002589023 -0.00058566005431085583 2.1295171629034208e-05 -0.0011353450009482912 0.0018385667129661198 -0.00058408460866738333 -0.00046615421269188058 0.0021447780115758414 0.0009169588986508272 0.00049350946769118303 0.0002713907394324405 -0.00010430675290990622 -0.00051438767259242017 -9.4839404478375589e-05 -0.00031939578956133541 -0.00072348956069301655 0.0017028663180889967 0.0012102574050558085 -0.00077447290587726806 0.000194877218135674 0.00036273980314495364 0.0009144206971229453 -0.0012528057483723388 -0.00034968861279457373 -0.00021741500670981152 -0.001942167799716117 0.00010154872995310612 0.0010211394533851288 -4.6608614017410828e-05 0.00022050283869851756 -0.003168368740642274 -0.00043336782513910704 -0.00013118125256144196 0.0001773139615816035 0.00091310954527995959 -2.7313854367443018e-05 -0.00078037243882135955 0.0011440570262493566 1.6739250388503117e-05 -1.2071687106641705e-05 0.00057390686336459531 -4.9247851859490768e-05
leaf_weight=49109 173399 13584 73 9984 507 44 37 973 858 62 7786 20 27 46 94 27 27 25 236 20 45 492 520 23 23 23 63 118 93 35 50 73 46 20 163 36 24 1296 22 27 3415 1425 35 7208 40 32 1496 5334 228 288
leaf_count=49109 173399 13584 73 9984 507 44 37 973 858 62 7786 20 27 46 94 27 27 25 236 20 45 492 520 23 23 23 63 118 93 35 50 73 46 20 163 36 24 1296 22 27 3415 1425 35 7208 40 32 1496 5334 228 288
internal_value=0 9.23579e-06 -1.91208e-07 2.74701e-05 4.80636e-05 0.000147226 0.000132628 0.000147059 0.000244306 -6.57283e-06 3.61526e-05 4.78704e-06 7.03693e-06 0.000206169 0.000278727 0.000417639 -0.000157526 0.0013509 0.000269683 0.00101181 0.000145554 -4.32362e-06 -0.000131654 1.40836e-05 0.000529494 0.000143958 8.29737e-06 -0.000194917 -0.000315959 -0.000109189 -0.000324333 5.99764e-05 -0.000756681 -0.00105585 9.62732e-06 0.000267907 0.000568453 -8.40061e-07 -6.97657e-06 -0.00166133 -5.65183e-06 5.28469e-06 -5.75064e-05 -2.27695e-05 4.22866e-05 0.000123025 0.000111323 3.57591e-06 8.93624e-06 0.0002261
internal_weight=0 106232 70028 36204 22558 2419 2375 2338 1365 13646 20139 10155 10135 547 501 380 121 52 328 47 281 9588 1211 8377 93 70 8284 498 380 297 204 108 96 83 691 199 47 69955 61241 49 61192 50534 10658 7243 8714 2824 2792 5890 5850 516
internal_count=279631 106232 70028 36204 22558 2419 2375 2338 1365 13646 20139 10155 10135 547 501 380 121 52 328 47 281 9588 1211 8377 93 70 8284 498 380 297 204 108 96 83 691 199 47 69955 61241 49 61192 50534 10658 7243 8714 2824 2792 5890 5850 516
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=51
num_cat=0
split_feature=4 1 12 12 2 0 12 4 4 2 10 12 12 4 14 14 1 13 14 14 13 10 7 0 3 7 5 3 9 14 0 14 13 13 3 13 14 14 3 3 3 12 1 10 4 10 10 5 1 14
split_gain=0.00553327 0.0207809 0.0175401 0.0164717 0.0422293 0.032453 0.0222535 0.0289693 0.0274003 0.0212875 0.0430444 0.017572 0.014823 0.0246218 0.0308875 0.0201571 0.0198263 0.0191055 0.0175633 0.0175228 0.0228132 0.0218078 0.0175748 0.0162592 0.0213539 0.0157086 0.0152428 0.0211545 0.0174565 0.0151636 0.0150751 0.0207307 0.0148698 0.0321277 0.023257 0.0193095 0.0187357 0.0150577 0.0146499 0.0145911 0.0144354 0.0228407 0.0138014 0.0151405 0.0136879 0.013628 0.0132813 0.0142819 0.0204178 0.0172419
threshold=4.5000000000000009 4197.4883033117148 4.5000000000000009 1.5000000000000002 1.5000000000000002 1321.1033005038273 4.5000000000000009 7.5000000000000009 7.5000000000000009 1.5000000000000002 0.913664596273292 10.500000000000002 6.5000000000000009 11.500000000000002 0.087595907928388769 0.53950103950103967 2969.5094685919271 0.26393188854489169 0.053342816500711245 0.091966173361522213 0.080540540540540564 0.59761904761904772 1.0000000180025095e-35 1264.1367493995072 34.500000000000007 1.0000000180025095e-35 7.5000000000000009 31.500000000000004 2.5000000000000004 0.077677224736048281 911.950011882387 0.12632978723404256 0.061553030303030311 0.053342816500711245 37.500000000000007 0.069366479550922219 0.45080645161290328 0.065942028985507259 29.500000000000004 43.500000000000007 34.500000000000007 5.5000000000000009 2715.3598764542044 0.95293466223698797 11.500000000000002 0.063508064516129045 0.97259759759759767 10.500000000000002 3364.5296915318181 0.29217479674796754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 8 11 -6 10 -2 -8 13 15 18 32 29 19 -15 -18 21 26 -22 24 -20 -16 27 -21 -29 -14 -30 -32 33 34 36 37 40 -34 -39 46 42 -42 43 -9 -19 -4 47 -10 -49 -50
right_child=3 -3 45 4 6 -7 7 12 39 -11 -12 -13 16 14 25 -17 17 44 23 20 22 -23 -24 -25 -26 -27 -28 28 30 -31 31 -33 35 -35 -36 -37 -38 38 -40 -41 41 -43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=-1.5217347595189347e-06 0.00018590457147247224 -0.0011749671501763116 -0.00019970629800670039 0.00024831426847452784 -3.2923833826156982e-05 0.0029669463989280519 9.7046461823065405e-05 -5.5524271307678898e-05 5.1201261300531275e-05 4.2708453687920001e-05 -0.0023067444595026559 -0.0004256111542853003 0.0012809820295876342 0.00013694473659766287 0.00067364539841304686 0.0010947222237573993 -0.00021700943177049506 0.00033638355530926894 0.00091593518883590665 0.00018095156752544292 0.00041215779180096108 -0.00010801932421416479 -0.00040532180679012813 0.00050346456611385709 0.002948412204932538 -0.00016908492196897578 -0.00033140906472743322 0.00033313821446007266 0.00018461454981107914 0.00026940745540788018 0.0026109357775353334 0.0011024845684743554 -0.0004764211060466698 -0.0012806825570386047 -0.0012468127786392734 -0.00011923918051563517 -0.0015804681942150321 0.0013032018201085049 0.0002524372662328249 -0.0007363294348933624 0.0017488267114385962 -0.00048795602772207491 -0.00028919294036848655 0.00096668425269060823 0.0016073950380294782 -4.3560398008838015e-05 -0.00052221332114277177 0.0020618677878519519 -0.00022488871783657408 0.0011519128774494134
leaf_weight=155719 43 38 1695 23 53284 21 11996 158 12670 29470 29 163 54 54 68 33 665 87 28 135 88 198 260 39 24 296 44 65 23 118 34 69 37 78 53 2575 23 54 86 59 25 21 680 47 28 7958 100 20 59 37
leaf_count=155719 43 38 1695 23 53284 21 11996 158 12670 29470 29 163 54 54 68 33 665 87 28 135 88 198 260 39 24 296 44 65 23 118 34 69 37 78 53 2575 23 54 86 59 25 21 680 47 28 7958 100 20 59 37
internal_value=0 -5.84467e-06 -5.57603e-06 8.46401e-06 -2.75096e-06 0.00154584 -3.55605e-06 4.50778e-05 -1.70721e-05 4.06105e-05 -0.000818079 9.00399e-05 -4.24351e-05 -9.27391e-05 0.000234179 -0.000135737 7.54885e-05 2.3614e-05 0.000851298 -2.16465e-05 0.000120184 0.000315496 -0.000198603 0.0012752 0.001854 -1.16518e-05 0.000542135 0.000660036 0.000998656 0.000586995 0.00134198 0.00160042 -0.000146319 -0.00030308 -0.000227357 -8.45152e-05 -0.00017072 0.000420649 0.000657732 4.81765e-05 -0.000135893 0.000727687 -0.00018078 0.000178836 0.000645847 -7.09785e-05 5.17685e-05 5.62576e-05 0.000608532 0.000305754
internal_weight=0 165410 165372 114221 84679 44 84635 18406 66229 29542 72 12159 6247 4379 509 3870 1868 1696 145 1581 916 568 348 91 52 364 370 326 191 172 126 103 3837 1085 1007 2752 954 177 140 12945 931 46 885 205 115 9653 12886 12786 116 96
internal_count=279631 165410 165372 114221 84679 44 84635 18406 66229 29542 72 12159 6247 4379 509 3870 1868 1696 145 1581 916 568 348 91 52 364 370 326 191 172 126 103 3837 1085 1007 2752 954 177 140 12945 931 46 885 205 115 9653 12886 12786 116 96
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=51
num_cat=0
split_feature=5 8 13 9 3 8 6 0 12 5 10 0 12 4 4 10 10 6 3 4 5 13 10 5 13 7 13 0 8 3 0 10 0 3 1 12 0 5 6 13 1 3 10 0 0 9 0 14 14 4
split_gain=0.00554695 0.00701307 0.0110198 0.00571014 0.00696371 0.00533147 0.00878805 0.0124131 0.0090823 0.00786809 0.0128555 0.012794 0.0102901 0.00743915 0.00730616 0.0115511 0.013393 0.0144031 0.00958984 0.00906395 0.00870635 0.0116337 0.0249956 0.0179574 0.0180188 0.0189975 0.0123804 0.0116905 0.0178336 0.00985272 0.00862685 0.00836204 0.00939808 0.00819499 0.00911678 0.0138076 0.0081681 0.011713 0.00841796 0.00794946 0.0100456 0.0168067 0.0167314 0.00785197 0.0165161 0.00972125 0.0107621 0.0087062 0.00942454 0.013785
threshold=18.500000000000004 11.500000000000002 0.68857758620689669 2.5000000000000004 41.500000000000007 1.5000000000000002 7.5000000000000009 677.32896724147201 6.5000000000000009 2.5000000000000004 0.95060975609756104 1027.0057469844974 9.5000000000000018 1.5000000000000002 10.500000000000002 0.40238095238095245 0.96824596774193561 2.5000000000000004 35.500000000000007 11.500000000000002 1.0000000180025095e-35 0.30860805860805868 0.96490147783251246 4.5000000000000009 0.15075757575757578 2.5000000000000004 0.38956639566395673 1027.0057469844974 1.0000000180025095e-35 34.500000000000007 1159.2799263297591 0.97182539682539693 1364.7041533538422 36.500000000000007 3906.2051313837133 7.5000000000000009 1173.0767376433671 4.5000000000000009 2.5000000000000004 0.14854215918045707 3521.6014656366374 37.500000000000007 0.096006144393241177 1146.5960345662522 1242.5784396434321 2.5000000000000004 1027.0057469844974 0.31142241379310348 0.23904761904761906 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 6 14 -8 -9 10 12 -12 -7 -11 33 39 17 20 19 -19 -17 22 23 24 27 -26 -23 28 -22 -25 -29 -18 -33 34 -1 -36 37 -35 -39 43 42 -42 -41 45 -45 46 -16 48 49 -47
right_child=3 2 -4 -5 -6 9 7 8 -10 13 11 -13 -14 -15 15 16 31 18 -20 -21 21 26 -24 29 25 -27 -28 30 -30 -31 -32 32 -34 36 35 -37 -38 38 -40 40 41 -43 -44 44 -46 47 -48 -49 -50 -51
leaf_value=3.3455688165977653e-06 0.00051493640562208986 -0.0011798098213940619 0.00030362519041989889 0.0011182846168854407 -0.00060637344256974767 -3.7668210046739712e-05 0.0011511590932463554 5.581820134962486e-05 0.0010801621512958567 -8.0577407736286748e-05 -0.00078123275487296349 -0.0001305874021055755 0.00085988633254601159 2.3675029561203613e-07 0.0010038170640737836 -0.00012997048748622869 -0.00075833907142926671 -0.00012423400017723906 -0.00072932444983474318 0.00086060691409687879 0.0015469358744228195 -0.00055277266845561918 0.0021275551757883346 0.0008009277294268426 0.00055780935927957174 0.0023089785979772434 0.00066934373578988017 -0.00079065859295258728 -6.5174433846204048e-05 0.002318339627236128 0.00016098846766081723 0.00090641665383768468 -0.00048109599660025335 0.00079870739079042862 -0.0010967999539447037 9.6859521989244975e-05 0.0008530204355858067 0.00029237730195745825 -0.00098373985549967216 0.00083744819978294666 0.0010328358348605463 -0.00028173882812552618 -0.00061172044235349135 0.001088814955825607 -0.00047165709473073292 -0.00015549340928175851 -0.00044216905437004304 -0.0013069779057534308 0.00041869993768229441 -0.0015626137535686474
leaf_weight=193210 45 31 21 21 20 15221 36 220 24 2976 113 228 32 66033 22 51 48 80 41 33 29 43 28 23 59 21 40 42 42 20 55 23 26 34 47 50 56 24 28 28 62 40 69 30 39 46 31 36 26 28
leaf_count=193210 45 31 21 21 20 15221 36 220 24 2976 113 228 32 66033 22 51 48 80 41 33 29 43 28 23 59 21 40 42 42 20 55 23 26 34 47 50 56 24 28 28 62 40 69 30 39 46 31 36 26 28
internal_value=0 -1.23517e-07 -0.00058073 0.000401496 0.000169918 -1.54949e-08 4.53445e-06 0.000284449 0.000156573 -1.04967e-05 -4.25731e-05 -0.000346197 -3.57852e-05 -3.24834e-06 4.13172e-06 0.000129186 0.000256255 0.000343434 -7.42922e-05 0.000163374 0.000485443 0.000563517 0.000700719 0.000563429 0.000399878 0.00101749 3.61991e-05 0.000105777 0.000593293 0.0015067 -0.000251065 -0.000289291 0.000170185 3.38119e-06 3.10227e-06 -0.000481512 0.000383081 7.70743e-05 -0.000394763 -6.65607e-05 0.000170885 0.000517316 -0.000193404 -0.000249707 0.000206809 -0.000416371 0.000158052 -0.000640227 -0.000400197 -0.000687917
internal_weight=0 279545 52 86 65 279493 194890 280 244 84603 15594 341 15253 69009 194610 1161 704 607 154 113 453 402 319 291 248 80 83 168 71 43 97 97 49 193449 193307 97 142 86 52 457 199 102 97 258 69 189 53 136 100 74
internal_count=279631 279545 52 86 65 279493 194890 280 244 84603 15594 341 15253 69009 194610 1161 704 607 154 113 453 402 319 291 248 80 83 168 71 43 97 97 49 193449 193307 97 142 86 52 457 199 102 97 258 69 189 53 136 100 74
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 1 0 3 7 0 1 3 1 13 1 3 6 14 3 0 8 3 7 12 0 13 14 12 1 7 4 8 3 7 5 0 14 9 3 1 1 7 7 12 10 0 10 3 1 5
split_gain=0.00534084 0.0266926 0.0258569 0.0205275 0.0287245 0.0202359 0.0245814 0.0268645 0.0256982 0.0226501 0.022528 0.0301966 0.0206017 0.0181861 0.017329 0.0374068 0.0189464 0.0157064 0.0156924 0.0170644 0.0138737 0.0167575 0.0143097 0.0140305 0.0127872 0.0126951 0.0125789 0.0124813 0.0128008 0.0123927 0.0122396 0.0121644 0.012144 0.014977 0.0145198 0.0116138 0.0115649 0.0168893 0.0113866 0.0184626 0.0175617 0.0171715 0.01337 0.0197404 0.0718442 0.0133408 0.0213914 0.0149224 0.0215359 0.0140081
threshold=11.500000000000002 1446.884972012386 1268.6169496378952 13.500000000000002 792.40239783902211 1670.9124033635953 465.25684438145873 15.500000000000002 1.5000000000000002 916.44505744395212 1901.8677697110745 17.500000000000004 2157.1361945500553 0.069366479550922219 2263.042265477196 19.500000000000004 1.0000000180025095e-35 0.61651583710407254 10.500000000000002 712.68736108603218 4.5000000000000009 19.500000000000004 2.5000000000000004 3.5000000000000004 895.46853471908219 0.31643132220795894 0.39736842105263165 3.5000000000000004 2001.0640350640863 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 17.500000000000004 2.5000000000000004 2.5000000000000004 650.00108876836543 0.18065268065268067 2.5000000000000004 21.500000000000004 2452.3200893468074 2423.1344677252664 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.74133811230585434 658.36447093627214 0.3816526610644258 23.500000000000004 2648.2431066574563 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 26 4 -3 13 -7 8 9 -8 32 12 27 -5 16 31 17 -13 -4 -20 21 22 -18 -24 29 -22 36 28 -12 -6 -10 -16 33 34 -9 -23 -1 -38 40 -40 41 -17 43 44 -42 46 -41 48 -47 -50
right_child=1 3 18 5 24 6 7 10 30 -11 11 14 -14 -15 15 38 20 -19 19 -21 25 35 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 39 45 42 -43 -44 -45 -46 47 -48 -49 49 -51
leaf_value=-1.6813608428085776e-05 5.435006624153751e-05 -2.7386570518284726e-05 -0.00017500872687910453 0.00015865078238806992 -0.00013832609503894449 0.00022806681842688439 -2.8647856345804803e-05 0.00010750343283715848 -0.00065393366114271023 -0.00025729510093778308 -5.8095682513027898e-05 7.211452442792068e-05 -0.00043781592267833671 2.9657094073806786e-05 -7.9471979887377143e-05 4.141597108940808e-05 -1.2978646562592433e-06 0.00028657097673103263 -2.9725263736741675e-05 -0.00026978719391873611 -0.00040453974467254735 0.00030508460290625471 -0.00027263517789193281 0.00022560395108095173 -0.0012712077902896064 -1.7882683508307722e-05 -1.3796319851288675e-05 4.505248207607961e-06 -0.00019043286625374119 -0.00041215630407151331 -0.00021550794630258472 -0.00031795046492072063 0.00014670706914017182 -0.00010771494717280032 7.6150337388965125e-06 6.1064477979445571e-05 7.173532835083932e-05 -0.00013446005920412387 9.6508001977985028e-05 0.00020308142917314765 -0.00018827126471154479 -0.00013110491573362819 -0.00025556223547855601 -9.8139676599637947e-05 0.0025516620760892253 -2.0583453703793718e-05 -0.00015812712233126294 3.5580088667191168e-06 -0.00010959466620489097 -0.00037618194578918835
leaf_weight=7945 23556 17622 2866 3237 1940 1139 13580 6511 185 1177 5347 8350 388 17528 939 5166 11632 951 11540 791 380 529 889 168 28 481 40969 4008 2776 525 1141 1242 2904 1637 8245 6230 14339 1067 5095 1672 87 2001 1512 1715 33 4938 543 30007 1278 802
leaf_count=7945 23556 17622 2866 3237 1940 1139 13580 6511 185 1177 5347 8350 388 17528 939 5166 11632 951 11540 791 380 529 889 168 28 481 40969 4008 2776 525 1141 1242 2904 1637 8245 6230 14339 1067 5095 1672 87 2001 1512 1715 33 4938 543 30007 1278 802
internal_value=0 4.35586e-06 -1.0962e-05 -2.31427e-06 -4.986e-05 3.79903e-06 -3.23597e-06 -5.19417e-06 -6.58302e-05 -4.68845e-05 3.0385e-06 -6.58054e-06 -7.91672e-05 4.97656e-05 3.90783e-06 -1.22048e-05 3.49413e-05 9.40421e-05 -6.96194e-05 -4.51246e-05 7.87468e-06 1.657e-05 -1.73038e-05 -0.000193445 -0.000208716 -0.000188533 2.89705e-06 -6.76962e-05 -0.000103321 -0.000196647 -0.000276676 -0.000215277 5.24666e-05 3.57721e-05 5.16902e-05 8.0163e-05 3.21853e-05 5.74545e-05 -4.12986e-06 6.96428e-06 -5.09112e-05 -6.75123e-06 -0.000145472 -5.47598e-05 0.00056521 -4.66225e-06 0.000114532 -1.1793e-05 -7.74296e-05 -0.000212385
internal_weight=0 200114 79517 176558 20115 156443 135678 134539 16083 14757 118456 99159 12519 20765 86640 57030 29610 9301 15197 12331 20309 19448 12689 1057 2493 861 64320 12131 8123 2465 1326 2181 19297 16393 14756 6759 23351 15406 54849 44335 10514 7167 3347 1835 120 39240 2215 37025 7018 2080
internal_count=279631 200114 79517 176558 20115 156443 135678 134539 16083 14757 118456 99159 12519 20765 86640 57030 29610 9301 15197 12331 20309 19448 12689 1057 2493 861 64320 12131 8123 2465 1326 2181 19297 16393 14756 6759 23351 15406 54849 44335 10514 7167 3347 1835 120 39240 2215 37025 7018 2080
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=51
num_cat=0
split_feature=7 4 3 1 0 0 14 1 14 14 0 1 3 10 11 3 1 2 0 6 4 8 10 3 14 10 0 14 5 13 3 5 12 8 9 4 10 0 13 9 10 1 4 14 3 3 1 13 10 3
split_gain=0.00610819 0.00887336 0.00819189 0.0188947 0.0145392 0.00991199 0.0216774 0.0177808 0.00994491 0.013123 0.011977 0.00967641 0.0152019 0.0112837 0.0112315 0.0108796 0.0139326 0.0102394 0.0161084 0.0139081 0.0124345 0.0112499 0.0151004 0.0199821 0.0109817 0.0118284 0.0323365 0.0160352 0.0192271 0.0137532 0.0107858 0.0105433 0.0102166 0.0100527 0.0128391 0.0161428 0.013115 0.0189317 0.0175034 0.0110918 0.0139981 0.0124662 0.0100192 0.00942315 0.00926899 0.00920895 0.0125119 0.0155665 0.017003 0.0135583
threshold=1.0000000180025095e-35 1.5000000000000002 12.500000000000002 1476.6985309953463 821.95600019910705 1222.5833773881889 0.19399641577060936 1279.6256317960454 0.29864864864864871 0.16496598639455784 1027.0057469844974 1657.8115345718741 14.500000000000002 0.96490147783251246 0.13714733542319751 14.500000000000002 1848.9026265255354 3.5000000000000004 473.58088045802202 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 0.74133811230585434 24.500000000000004 0.28062500000000007 0.95293466223698797 1061.8284994139024 0.10582306830907055 5.5000000000000009 0.65108695652173931 16.500000000000004 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 0.10582306830907055 838.67050112781965 0.12060606060606062 1.5000000000000002 0.89564428312159727 2486.2186977821766 4.5000000000000009 0.059714795008912663 15.500000000000002 23.500000000000004 2969.5094685919271 0.43826219512195125 0.87689393939393956 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 -7 -8 9 -1 -11 12 -4 14 15 16 32 19 -19 20 31 22 -22 -24 25 45 27 28 -27 -29 -20 33 -13 39 -35 36 37 43 -39 41 -41 -17 -14 -36 -26 -21 47 48 -47 -48
right_child=1 -3 11 4 -6 6 7 -9 -10 10 -12 13 42 -15 -16 17 -18 18 30 24 21 -23 23 -25 44 26 -28 29 -30 -31 -32 -33 -34 34 35 -37 -38 38 -40 40 -42 -43 -44 -45 -46 46 49 -49 -50 -51
leaf_value=-1.3853713108922541e-05 -6.5493804913618997e-05 -4.1893321560713803e-06 4.1663291279405466e-05 -0.00010782283184790515 -0.0012945627532574761 -0.00055791279082768603 0.00019204290174457128 0.0018461744047024034 -1.1910002387011004e-05 7.3489489822022841e-05 -0.001094425531416412 -8.539987481329094e-05 0.00014187030442345438 0.00033528922993869889 -0.00033818186021433911 -7.7846836490616374e-06 -0.00053060888523807979 0.00024353139243972244 -0.00034709676036951868 -3.0159781085132168e-05 0.00017461355531911795 -0.00054867902304977189 0.00057351342535444676 0.0024965304410381416 -6.8689647573304813e-05 -0.00073871876569076749 7.1108613422808586e-05 -0.00078156838547217128 0.00064655534644221329 -0.0021500649656878697 -5.0918529303477976e-05 0.00052452471291255804 7.3855587639462756e-05 1.8739617551516209e-05 0.0012344758281306852 0.001686943150125444 0.00050103875202065331 -0.0019720721726549698 -0.00017338382694417402 0.00016564294801438837 0.0014930794487008825 -0.0010864705321312483 0.00047426236297183865 8.0291592660484783e-05 6.7405183953505907e-05 0.0003209370367999571 -0.00081742286073187222 -0.0002798551620476119 0.001711138868805669 2.4830703765282556e-05
leaf_weight=8406 6146 149049 13806 3511 26 32 32 33 41919 9970 22 3817 859 265 233 617 151 445 329 10466 59 20 35 22 1488 60 364 146 43 21 4679 124 1368 8314 21 20 214 21 38 2840 20 28 308 112 7858 503 52 107 23 589
leaf_count=8406 6146 149049 13806 3511 26 32 32 33 41919 9970 22 3817 859 265 233 617 151 445 329 10466 59 20 35 22 1488 60 364 146 43 21 4679 124 1368 8314 21 20 214 21 38 2840 20 28 308 112 7858 503 52 107 23 589
internal_value=0 -6.6171e-06 8.25276e-06 -4.22363e-06 -0.000116546 2.35242e-06 0.000507381 0.00103183 1.54025e-06 3.2186e-05 7.0918e-05 2.14441e-05 5.63109e-05 9.97327e-06 8.06798e-06 9.86023e-06 -5.71699e-05 1.88746e-05 -4.47591e-05 2.90132e-05 7.10201e-05 0.000546509 0.000735335 0.00131573 4.82835e-06 -2.60698e-05 -0.000236432 -0.000651043 -0.0001604 -0.000953655 -7.03759e-05 6.5792e-05 -4.33822e-05 6.11466e-05 3.24573e-05 0.000300178 0.000231864 -6.81534e-05 -0.000813595 0.000132686 0.000174926 -5.46114e-05 0.000229597 0.000262531 4.57372e-05 -1.47095e-05 0.000112215 0.000269894 0.000381725 -4.34956e-05
internal_weight=0 155195 124436 63951 3537 60414 97 65 60317 18398 9992 60485 14973 45512 45247 45014 5336 39678 5453 34225 12505 136 116 57 21720 12374 634 270 103 167 5008 12369 5185 12245 8740 426 406 192 59 3505 2860 645 1167 133 9346 11740 1274 633 526 641
internal_count=279631 155195 124436 63951 3537 60414 97 65 60317 18398 9992 60485 14973 45512 45247 45014 5336 39678 5453 34225 12505 136 116 57 21720 12374 634 270 103 167 5008 12369 5185 12245 8740 426 406 192 59 3505 2860 645 1167 133 9346 11740 1274 633 526 641
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=51
num_cat=0
split_feature=8 12 2 13 12 1 4 14 5 3 3 10 0 10 1 1 2 14 0 7 14 10 10 13 4 7 2 9 0 4 6 3 14 6 5 0 3 1 0 1 13 13 0 0 10 1 3 5 13 12
split_gain=0.00574404 0.0067131 0.00993712 0.00938354 0.0134239 0.011938 0.011021 0.0163414 0.0123342 0.0174137 0.0111721 0.0106503 0.0209833 0.0283246 0.0127806 0.0245416 0.0110006 0.0249744 0.0301565 0.0105881 0.0176058 0.0164715 0.010682 0.0107385 0.010408 0.0112931 0.00958065 0.00881097 0.0155722 0.0127448 0.0124844 0.0103733 0.0137345 0.00856717 0.0100824 0.0109918 0.0206592 0.0223972 0.0141637 0.0110721 0.0100173 0.00874067 0.00851526 0.0133264 0.00845539 0.00825206 0.0143312 0.0127974 0.00823669 0.0139108
threshold=1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.077677224736048281 10.500000000000002 3297.5540643465279 3.5000000000000004 0.074537037037037054 5.5000000000000009 28.500000000000004 23.500000000000004 0.81322674418604668 1289.0088005912796 0.95553359683794481 2846.3956359091098 2739.3600366868154 3.5000000000000004 0.12632978723404256 835.12391301254218 3.5000000000000004 0.27386363636363642 0.35805860805860812 0.8021739130434784 0.62731481481481499 9.5000000000000018 3.5000000000000004 1.5000000000000002 3.5000000000000004 895.46853471908219 7.5000000000000009 2.5000000000000004 29.500000000000004 0.32200460829493094 1.0000000180025095e-35 2.5000000000000004 977.9268823093272 23.500000000000004 2324.1417906316678 818.89450838190703 2536.1172374379967 0.21807065217391305 0.10620300751879701 1113.5670458188422 983.43194644661196 0.65450928381962881 2904.5200653263769 26.500000000000004 1.5000000000000002 0.13423423423423428 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 27 -6 26 8 9 10 -8 16 14 -14 15 -13 19 18 -18 22 -21 -22 23 33 25 -11 -5 31 30 -30 -29 -3 42 34 -9 36 37 -36 -39 40 -37 44 43 -33 -35 -12 47 -47 49 -19
right_child=-2 3 -4 6 5 -7 7 11 -10 24 45 12 13 -15 -16 -17 17 48 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31 -32 32 -34 41 35 39 -38 38 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-4.9040201484503913e-07 -5.60906635376902e-06 -1.1929354958010782e-06 0.0005831768069471503 -0.0010005213916883804 -0.00023224042911481645 -0.0017635669285664336 -1.949877329140695e-05 0.00017732367216962284 -0.00087363141395723105 0.0014975724212268778 -0.00063370961446814963 5.7792417847486505e-06 0.0021473496995615556 0.00025058067075866506 -0.00051073195112220969 0.0013965625628770796 0.00020891503698138486 0.00031646023223381005 0.001642167928366689 -0.00053243238088440312 -0.00011474717999013459 0.0015811643576439981 0.00088265860811225145 -0.00066764858231181277 -2.8021640900988132e-05 0.00011333589563551157 -5.4025768503348789e-08 -0.00016762762795526325 -0.00033971377594683034 -0.001523150990999836 0.00049717618644030557 0.00030532418395919 -0.00048528482018607774 -4.2468365569858206e-05 0.00020317635078793096 0.0011450183798411959 -0.00092076324902835404 0.0020960534033032936 0.00062981734110508121 0.0019753726358612768 -0.00012865430874696288 0.00012682457407856511 8.6555213900282985e-05 0.0015224679905011065 -0.0008059751204564236 0.0012158946879583623 -0.00048047897501793851 -0.00040636167745105922 -0.00017232430079241567 -0.00029697337278472937
leaf_weight=69955 173399 10931 73 24 35 20 2307 3479 44 41 136 3617 26 81 118 32 350 258 41 137 41 22 50 40 40 23 8117 551 65 35 81 46 36 388 235 38 31 28 40 20 26 3187 50 44 40 31 85 20 973 144
leaf_count=69955 173399 10931 73 24 35 20 2307 3479 44 41 136 3617 26 81 118 32 350 258 41 137 41 22 50 40 40 23 8117 551 65 35 81 46 36 388 235 38 31 28 40 20 26 3187 50 44 40 31 85 20 973 144
internal_value=0 9.15549e-06 1.18036e-07 2.66363e-05 -9.7555e-06 -0.000789086 4.44415e-05 6.83297e-05 -4.32698e-05 -2.96523e-05 -5.5232e-05 9.09701e-05 2.10261e-05 0.000711478 1.41416e-06 1.79758e-05 0.00011929 6.60259e-06 0.000359205 0.000144797 -0.000214311 0.000477476 0.000154245 0.000149422 0.000604676 0.00100011 -3.00344e-06 -6.13499e-06 -0.000174157 -0.000753917 -8.24233e-05 4.93842e-06 0.000385744 0.000153773 0.000205201 0.00043722 0.000308638 0.000434418 0.00123356 0.00094849 0.000627589 9.83328e-05 0.000609723 0.000900372 -0.000113824 -0.000358308 -8.2906e-05 0.000579716 -9.36647e-05 9.67228e-05
internal_weight=0 106232 70028 36204 11894 55 24310 16169 2727 2683 2579 13442 3874 107 3767 3649 9568 1766 391 7802 200 63 7602 7552 104 64 8141 11839 732 100 632 11107 176 7512 3897 418 334 303 68 84 64 3615 140 90 428 272 136 51 1375 402
internal_count=279631 106232 70028 36204 11894 55 24310 16169 2727 2683 2579 13442 3874 107 3767 3649 9568 1766 391 7802 200 63 7602 7552 104 64 8141 11839 732 100 632 11107 176 7512 3897 418 334 303 68 84 64 3615 140 90 428 272 136 51 1375 402
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=51
num_cat=0
split_feature=7 9 8 10 5 1 7 3 11 7 13 10 14 14 0 0 14 10 10 7 10 10 10 3 12 6 0 3 14 2 14 0 10 5 13 10 14 0 12 6 1 14 3 11 4 10 1 0 13 1
split_gain=0.00544621 0.00849114 0.0111358 0.0121884 0.0131598 0.014833 0.0128407 0.0125445 0.0124176 0.0119251 0.0173489 0.0170183 0.0143138 0.0135555 0.0141569 0.0131355 0.0129801 0.0164432 0.019962 0.0149428 0.014199 0.0126936 0.0146691 0.0125496 0.0148585 0.0163491 0.0116675 0.0165564 0.0142768 0.019514 0.0177091 0.0187087 0.0357235 0.0130413 0.01289 0.0140832 0.0111452 0.011125 0.0109369 0.0156161 0.0118009 0.0106768 0.0106659 0.0106155 0.010344 0.0112256 0.0113633 0.026847 0.0148532 0.0108664
threshold=1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.33666666666666673 6.5000000000000009 1664.7529255167353 11.500000000000002 20.500000000000004 0.07362240289069559 5.5000000000000009 0.12660256410256412 0.91779279279279291 0.05634920634920635 0.099019607843137278 1222.5833773881889 1187.5997340955021 0.29864864864864871 0.44590643274853808 0.6984848484848486 1.5000000000000002 0.77032967032967048 0.97014260249554385 0.96225071225071235 32.500000000000007 2.5000000000000004 2.5000000000000004 1222.5833773881889 35.500000000000007 0.15470085470085473 3.5000000000000004 0.28062500000000007 1046.9030864338465 0.95742753623188415 9.5000000000000018 0.03883861236802414 0.96490147783251246 0.18834459459459463 1086.8692189335923 3.5000000000000004 1.5000000000000002 2936.4214567341296 0.063164893617021281 35.500000000000007 0.3133928571428572 1.5000000000000002 0.063508064516129045 1396.6810752259844 623.97869829977878 0.061553030303030311 2099.0805765883247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 41 44 -9 12 11 -11 21 14 -14 23 26 -18 19 -19 -20 22 42 24 25 -12 27 28 34 30 31 32 -30 -28 -15 38 -33 -13 39 -36 -40 -5 -7 -3 -2 49 -47 48 -48 -46
right_child=1 43 -4 4 5 9 -8 8 -10 10 15 37 13 16 -16 -17 17 18 20 -21 -22 -23 -24 -25 -26 -27 33 -29 29 -31 -32 36 -34 -35 35 -37 -38 -39 40 -41 -42 -43 -44 -45 45 46 47 -49 -50 -51
leaf_value=7.792742800926329e-06 -0.00022305454758989198 1.4714226439919206e-05 -6.793491942391438e-05 -7.675936515242425e-05 0.00050809604496393176 0.00020769929954451115 -0.00085663381039260207 1.8450310570885877e-05 0.00045589773374861881 0.00023147142349685333 0.0011779924327129266 0.002235017635825056 -0.00067114250956971477 0.00085165467811748391 0.00056665061482427908 -0.00075874302577151847 0.00089709543802503821 0.00011949248352809059 0.00095495423584273384 -0.0011907763948603471 -0.00010796411202358198 -0.00080904398870188746 0.0016467948923818768 0.0011147119141449887 -0.0010325132086873056 -0.00052852205187082298 -0.00046730568846235413 0.0014692591553154802 0.00024743441584005688 -0.0010569228866924754 0.0016522749662756049 0.00068852911531196344 0.0017139049575729461 0.00079781370982527741 -0.00032028444756693002 -0.0013952141275998052 -0.00060904297417313871 0.00078594781337485006 -0.0011651684350736842 0.0010595147390975743 0.00014605122014472728 2.2741858462000805e-06 0.0012626585544369716 -0.00086915772528086289 2.2591259993426542e-05 -9.3521712886165638e-06 2.3248194451369359e-05 -4.7490926402585118e-05 -0.00028719826694274521 -0.00017629766079494403
leaf_weight=124436 882 38953 8553 4532 219 166 44 4722 168 49 32 27 132 30 28 37 39 31 33 73 656 20 25 35 25 25 110 28 153 21 31 23 57 25 46 24 59 26 37 37 32 74851 28 34 6492 4236 461 5734 2346 768
leaf_count=124436 882 38953 8553 4532 219 166 44 4722 168 49 32 27 132 30 28 37 39 31 33 73 656 20 25 35 25 25 110 28 153 21 31 23 57 25 46 24 59 26 37 37 32 74851 28 34 6492 4236 461 5734 2346 768
internal_value=0 -6.24825e-06 -1.30224e-05 -8.65972e-06 7.87714e-07 0.000115672 -2.71117e-06 -3.86196e-05 3.34792e-05 7.66084e-05 0.000397397 0.000903159 3.43647e-05 -1.6432e-05 -0.000454529 6.2411e-05 2.89372e-05 -0.000105224 -0.000154519 -0.000800215 -5.70551e-05 0.000396743 0.00050686 0.000322092 -1.6221e-05 0.000429521 0.00018549 0.00028324 0.000222861 0.000419994 0.000516016 0.000395386 0.000645476 -0.000233024 -0.000106331 -0.000269624 -0.00024509 0.00152415 -9.18989e-05 0.000294807 -0.000557067 -2.23786e-06 0.000359961 1.39434e-05 -5.54733e-05 -4.80967e-05 -7.63073e-05 -0.000109514 -0.000236213 1.55177e-06
internal_weight=0 155195 116208 107655 81846 2419 79427 25809 4890 2200 256 102 1944 1705 160 154 1545 832 793 104 689 239 219 117 82 57 713 578 550 344 323 292 210 135 206 176 82 53 152 83 69 79383 194 38987 20919 20037 12777 8541 2807 7260
internal_count=279631 155195 116208 107655 81846 2419 79427 25809 4890 2200 256 102 1944 1705 160 154 1545 832 793 104 689 239 219 117 82 57 713 578 550 344 323 292 210 135 206 176 82 53 152 83 69 79383 194 38987 20919 20037 12777 8541 2807 7260
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=51
num_cat=0
split_feature=8 6 0 0 4 2 12 13 13 0 13 7 7 1 12 10 13 9 0 6 10 10 3 10 12 9 10 10 1 10 10 13 12 7 10 3 10 5 9 14 10 13 0 10 1 9 12 1 10 10
split_gain=0.00522284 0.00789211 0.011022 0.00866819 0.00745962 0.0186668 0.0134951 0.0084012 0.0100017 0.0144512 0.0157216 0.0105994 0.0189919 0.00722618 0.00667334 0.00660649 0.0191296 0.0159019 0.0307637 0.0198255 0.019813 0.0144867 0.0223784 0.0195559 0.0157335 0.0146021 0.0143876 0.0130762 0.0163639 0.012108 0.021025 0.0137228 0.0147554 0.0119589 0.0180894 0.0198348 0.0180107 0.0145 0.0144274 0.0130941 0.0145267 0.0232019 0.016846 0.0205486 0.0161811 0.0123434 0.02015 0.0134416 0.0256163 0.0184802
threshold=1.5000000000000002 7.5000000000000009 677.32896724147201 723.83857631838703 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.063164893617021281 0.036375661375661381 1146.5960345662522 0.045983086680761107 1.5000000000000002 3.5000000000000004 1413.8554805408253 6.5000000000000009 0.1126984126984127 0.12060606060606062 3.5000000000000004 635.88762092633704 3.5000000000000004 0.24695121951219515 0.81322674418604668 8.5000000000000018 0.8021739130434784 5.5000000000000009 2.5000000000000004 0.71240601503759404 0.46247654784240161 3183.3810684193081 0.81934731934731941 0.82807881773399028 0.70135135135135152 1.5000000000000002 1.5000000000000002 0.13100686498855837 25.500000000000004 0.76568627450980398 1.5000000000000002 2.5000000000000004 0.050641025641025648 0.36899313501144165 0.16472868217054268 967.10338307104212 0.43826219512195125 2109.0364771460559 2.5000000000000004 5.5000000000000009 2669.2593881982461 0.32071428571428579 0.47673160173160178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 -4 5 -2 -7 8 -8 10 11 -10 -13 -9 -5 16 -1 21 19 20 -19 22 25 33 -25 26 -17 -20 -29 -23 31 32 -31 34 35 38 39 -38 -24 40 -35 42 43 -42 -43 -41 47 49 -49 -47
right_child=4 2 3 14 -6 6 7 13 9 -11 -12 12 -14 -15 -16 17 -18 18 27 -21 -22 29 23 24 -26 -27 -28 28 -30 30 -32 -33 -34 36 -36 -37 37 -39 -40 45 41 44 -44 -45 -46 46 -48 48 -50 -51
leaf_value=-8.5925237378134959e-05 0.0013778362261212393 0.0010864721671876194 -0.00084808122614049358 0.00014378110769030172 -4.0686428783561259e-06 -1.7338188939931631e-05 -0.00011765436175506939 -9.3888747722260718e-06 0.0018625728415579282 -0.0010451090262254834 9.9117912425779225e-05 -0.00020207504931022414 0.0017620359791908414 -0.00022852850991553864 0.00102613964312089 1.6988267564169391e-06 2.6311789471419139e-06 -9.6123933044863961e-05 7.349752512460945e-05 0.00050847914146332363 -0.00044022074023131527 -0.00014729724470531627 -3.096849214169995e-06 0.00025827063189720275 0.0011981219537556171 -0.00037934886294385098 -0.00018408258055667748 -5.4980457149000748e-05 -0.00082257058391953383 -0.00067100981383451397 -2.8271614858822201e-06 0.0013828831871251169 0.00042278339306521182 -0.00048809170020113499 4.0268789244881772e-05 0.0014492552524590044 4.2361381290188723e-05 0.00050215311103445005 0.0004026396736952703 -4.0782200244161879e-05 0.00097403858038691202 0.00093789873248169894 0.000837210431280175 -0.00039970606830518117 -0.0005561693463914237 0.00014404899922605609 0.0003776829641215845 -0.00048280313274134869 7.1276730490402353e-05 -0.00011892753495792291
leaf_weight=7507 23 36 20 200 71801 9514 708 469 22 21 218 32 20 1901 24 3947 32497 770 2144 83 916 1443 401 407 50 353 1416 274 93 35 74185 32 259 304 52073 34 395 303 483 9125 37 20 91 103 193 2405 449 347 523 925
leaf_count=7507 23 36 20 200 71801 9514 708 469 22 21 218 32 20 1901 24 3947 32497 770 2144 83 916 1443 401 407 50 353 1416 274 93 35 74185 32 259 304 52073 34 395 303 483 9125 37 20 91 103 193 2405 449 347 523 925
internal_value=0 4.50545e-06 0.000269768 0.00014927 -1.03639e-05 -4.53271e-05 -4.78636e-05 -0.000133508 -1.36023e-05 0.000221761 0.000312872 0.00094258 0.000553352 -0.000185163 0.00023832 4.12382e-06 -1.3987e-05 8.8096e-06 -8.6224e-05 -0.000245932 -0.000283071 1.15151e-05 2.71991e-05 3.51116e-05 0.000361099 -6.78562e-05 -4.73533e-05 2.62903e-05 -0.000249492 -3.84463e-06 -1.06649e-06 0.000399595 0.00029257 3.29275e-05 4.41476e-05 0.00026417 -6.13696e-06 0.000241956 0.00021859 -1.80615e-05 -0.0002218 -3.94749e-05 0.000307601 -3.6645e-05 -0.000415881 -6.99746e-06 5.93148e-05 2.52797e-05 -0.000149718 7.1e-05
internal_weight=0 194902 280 244 84729 12928 12905 3391 1021 313 292 74 52 2370 224 194622 40004 154618 4280 1769 1686 150338 74384 68668 457 5716 5363 2511 367 75954 74511 326 294 68211 52991 918 15220 698 884 14522 748 444 231 140 213 13774 4649 4200 870 3330
internal_count=279631 194902 280 244 84729 12928 12905 3391 1021 313 292 74 52 2370 224 194622 40004 154618 4280 1769 1686 150338 74384 68668 457 5716 5363 2511 367 75954 74511 326 294 68211 52991 918 15220 698 884 14522 748 444 231 140 213 13774 4649 4200 870 3330
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=51
num_cat=0
split_feature=5 4 10 14 0 0 13 0 4 6 4 8 10 4 13 5 7 9 14 0 6 13 14 7 14 10 0 0 14 13 14 9 10 6 0 3 1 3 14 14 14 14 1 0 14 4 9 14 14 1
split_gain=0.00508181 0.00780499 0.0106165 0.00995051 0.0137565 0.015174 0.0151593 0.0107477 0.00813983 0.00854842 0.0068383 0.00637195 0.0100631 0.00931711 0.0100551 0.00826286 0.0159346 0.015438 0.0175926 0.0113967 0.011037 0.010873 0.0160163 0.0246031 0.0144892 0.0176164 0.0235345 0.0211449 0.0193805 0.0185823 0.0252937 0.0264735 0.0223307 0.0167011 0.0161139 0.0148312 0.0250124 0.0188699 0.0125402 0.0130941 0.0124955 0.0213588 0.0140807 0.0130225 0.0147633 0.0117686 0.0232934 0.0107821 0.022505 0.0104583
threshold=13.500000000000002 7.5000000000000009 0.50490196078431382 0.18834459459459463 1321.1033005038273 1187.5997340955021 0.11237373737373739 1020.4796647730221 4.5000000000000009 3.5000000000000004 3.5000000000000004 5.5000000000000009 0.97752525252525257 1.5000000000000002 0.19756097560975613 5.5000000000000009 3.5000000000000004 2.5000000000000004 0.48074074074074075 1364.7041533538422 6.5000000000000009 1.0000000180025095e-35 0.30151515151515157 4.5000000000000009 0.53033088235294124 0.31643132220795894 1054.4749595559522 745.01798143964209 0.27888888888888896 0.063164893617021281 0.34698996655518399 3.5000000000000004 0.27842377260981915 3.5000000000000004 647.98630327695878 24.500000000000004 3616.7164640063575 30.500000000000004 0.22792207792207794 0.15470085470085473 0.11237373737373739 0.10582306830907055 3906.2051313837133 688.01059651735227 0.18634259259259262 6.5000000000000009 3.5000000000000004 0.18274582560296851 0.072299651567944254 1901.8677697110745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 4 5 6 -2 10 -5 -10 -8 15 13 14 -13 16 20 18 -18 -20 -1 22 23 -19 25 27 40 -23 -28 45 31 32 33 35 -26 -31 37 47 39 -33 41 -27 43 -42 -45 -29 -47 48 -37 -17
right_child=1 2 -4 8 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 49 17 21 19 -21 -22 24 -24 -25 34 26 28 29 -30 30 -32 38 -34 -35 -36 36 -38 -39 -40 -41 42 -43 -44 44 -46 46 -48 -49 -50 -51
leaf_value=9.8724220596560982e-09 0.0011719156971594204 0.0013416470539185309 6.2272355460342682e-05 6.9689489223464382e-05 -0.00079708771293305551 0.0014055237423714348 -0.00033773842912453872 -0.0010010664099051306 -0.001145529785700252 -6.7180558689869938e-05 0.00076180872988075978 -0.001049424516635814 0.00095036993916437502 -5.8516999558524194e-05 -0.00017795289427786153 0.00011136045933449247 -0.0001794718820318843 -0.0010506530416537914 -1.7459137116827685e-05 0.00093266338872126657 0.00020069560789913834 0.00027037150956216665 0.00014512316105291407 0.00052578734255141833 0.00021442512367918557 0.00034746459169539214 0.00049689071770094766 -0.00016224599249350528 0.0020187557547797041 -0.00088778517939235013 0.00058294437267483246 8.7232492881847309e-05 -0.0019826428099934544 -0.0013318866295986274 -0.00038296915271810741 -0.0010443361830371231 -0.001280577887599874 0.0011847597454713347 -0.00061844047712639161 0.0012614513967946551 -0.00038937343934473273 0.0019139012601226569 -0.0012368896050611511 -0.0003022487968875384 0.00054652925134533964 0.0023693488375283781 1.1671215311666442e-05 -0.00077672832142902399 0.00085785565073213856 1.4704120024295202e-05
leaf_weight=248555 32 31 34 163 22 38 26 24 34 40 31 49 24 3092 102 3463 3725 99 2304 32 687 481 118 33 175 168 52 30 35 88 78 92 28 52 318 23 36 36 41 32 90 25 20 71 184 20 22 41 48 14587
leaf_count=248555 32 31 34 163 22 38 26 24 34 40 31 49 24 3092 102 3463 3725 99 2304 32 687 481 118 33 175 168 52 30 35 88 78 92 28 52 318 23 36 36 41 32 90 25 20 71 184 20 22 41 48 14587
internal_value=0 0.000163404 0.000672436 8.27042e-05 0.000371009 0.000541195 0.000250536 -0.000113466 -0.000127746 -0.000562638 0.000260261 -2.78042e-07 -6.96966e-05 -7.72456e-05 -0.000460748 5.43993e-07 -1.74546e-06 -6.86728e-05 -0.000112013 -4.44376e-06 5.63034e-07 3.49105e-05 -0.000278157 -0.000656543 6.91479e-05 0.000135154 0.000344243 1.76789e-05 0.00110914 -0.000164548 -0.000256353 -0.000382978 -0.000627941 -0.000510868 -0.000170912 -0.000353908 -9.8576e-05 0.000188938 0.000139611 0.000390257 0.000224985 0.000550371 5.29324e-05 0.000127705 0.000310203 0.000594116 0.00113437 -0.000131148 0.000241653 3.32482e-05
internal_weight=0 475 65 410 173 151 113 81 237 74 57 279156 3267 3243 151 275889 257839 8597 6061 2336 249242 2536 250 132 2286 1793 645 1148 87 667 595 517 352 324 493 272 184 148 165 124 558 193 365 345 255 72 42 112 71 18050
internal_count=279631 475 65 410 173 151 113 81 237 74 57 279156 3267 3243 151 275889 257839 8597 6061 2336 249242 2536 250 132 2286 1793 645 1148 87 667 595 517 352 324 493 272 184 148 165 124 558 193 365 345 255 72 42 112 71 18050
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=51
num_cat=0
split_feature=4 2 1 13 4 7 3 0 13 14 12 11 14 10 0 10 9 13 6 14 14 4 1 13 10 0 6 14 13 7 5 10 7 0 10 5 13 1 3 6 0 7 8 9 10 3 8 14 14 0
split_gain=0.0050027 0.00504059 0.0198312 0.0136733 0.011998 0.0119597 0.0119255 0.0139511 0.0314915 0.0201308 0.0117199 0.00961541 0.0121974 0.00956027 0.0260512 0.0189947 0.0182302 0.0153859 0.0135572 0.0176689 0.0131088 0.0150322 0.0158604 0.0130874 0.0184502 0.0208089 0.0189596 0.0186949 0.0150595 0.0199632 0.0170811 0.016366 0.0139711 0.0258959 0.0161998 0.0140516 0.0134063 0.0286472 0.018237 0.0130123 0.0133967 0.0128395 0.0128151 0.0128086 0.0146752 0.0121461 0.0121345 0.0191613 0.0139393 0.0137828
threshold=16.500000000000004 2.5000000000000004 3183.3810684193081 0.40270270270270275 10.500000000000002 9.5000000000000018 17.500000000000004 1242.5784396434321 0.7231800766283526 0.32200460829493094 7.5000000000000009 0.52506265664160412 0.63245614035087727 1.0000000180025095e-35 781.39118733466205 0.077935222672064791 3.5000000000000004 0.6198686371100165 2.5000000000000004 0.1012820512820513 0.03883861236802414 5.5000000000000009 3134.7261784906077 0.46291208791208799 0.61651583710407254 483.73222613482704 1.0000000180025095e-35 0.040408163265306128 0.6984848484848486 6.5000000000000009 1.5000000000000002 0.94804318488529027 3.5000000000000004 1013.9723183850269 0.967204301075269 9.5000000000000018 0.92724867724867732 2588.1722553952563 27.500000000000004 3.5000000000000004 1095.150540518749 2.5000000000000004 11.500000000000002 2.5000000000000004 0.36899313501144165 13.500000000000002 1.5000000000000002 0.043961352657004842 0.14119601328903655 916.44505744395212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -5 9 -9 -1 13 -13 14 -3 16 -15 20 -19 -20 21 -16 -23 42 25 26 43 -27 29 31 -30 -26 46 34 35 36 38 -38 -34 40 -18 -24 -17 -25 45 -45 48 -48 -32 -50
right_child=-2 11 -4 5 -6 -7 -8 8 -10 -11 -12 12 -14 15 17 23 39 18 19 -21 -22 22 41 24 28 27 -28 -29 30 -31 32 -33 33 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 44 -46 -47 47 -49 49 -51
leaf_value=-6.262602208252495e-06 0.00060646568535423077 5.9904793411013573e-05 0.00077823538377271625 1.5149907338847753e-05 0.00053262643219939283 -0.00073529059501687213 8.5846170388715714e-05 0.002287149033509195 -0.0004314026105790758 0.00026871098560236748 -0.00029652954873254358 -0.00022091519691637906 -0.0015007909535515037 -0.00010869309612856833 0.0011505719766808818 5.2402683617044133e-06 -4.544435749068857e-06 0.00067579970067903946 0.0010551464278250934 -0.00054507682975584078 -0.00017919972403436982 0.00083768454339430752 -0.00088114848013549126 6.5598219425714582e-05 -0.00014498037609465982 0.0004504863467762176 0.00017529392431653125 -5.8524112153200854e-05 -0.0002177934591500562 0.00076579480470338084 0.00048287190897986941 -0.00043370057152472059 0.0006092245502672582 -0.0006929566159130816 0.0015231752913678065 -0.00051303232314053166 0.00050268725967863724 -0.0014855132659985907 0.0023327139415778224 0.00041284975082324783 0.0010788284386668739 0.00062218448903877293 -0.0010646516302326096 -0.00016597029006682769 -0.00058873467338105647 0.00052484366632769874 -0.0013402330730910295 -8.2478780637897483e-05 6.235681689288203e-05 -0.0010887569782358629
leaf_weight=97160 34 12384 83 59344 103 52 6832 30 39 21 349 121 22 8521 39 69043 1781 111 23 69 2253 37 49 1184 2872 184 2460 9192 931 55 209 592 66 54 34 39 132 21 20 229 29 20 28 454 183 74 31 1306 705 27
leaf_count=97160 34 12384 83 59344 103 52 6832 30 39 21 349 121 22 8521 39 69043 1781 111 23 69 2253 37 49 1184 2872 184 2460 9192 931 55 209 592 66 54 34 39 132 21 20 229 29 20 28 454 183 74 31 1306 705 27
internal_value=0 -7.37483e-08 5.56203e-06 5.17082e-06 -6.73178e-06 2.269e-05 2.32848e-05 1.60933e-05 0.000638141 0.00145603 -7.30151e-06 -8.07089e-06 -0.000417819 -7.56332e-06 2.96917e-05 -1.31206e-05 -7.65567e-05 -0.00011416 0.000303802 -0.000145021 -0.000149543 0.000311269 2.46927e-06 -5.66886e-06 -4.04131e-05 -6.58534e-06 8.37292e-05 -4.8535e-05 -0.000105889 -0.000179317 -3.3612e-05 -0.000194323 3.12416e-05 0.000317984 0.000492954 0.000366956 0.000510552 0.000229797 0.00101004 5.77415e-05 1.28135e-05 -0.0004454 4.80656e-06 -3.51357e-05 -0.000202884 -6.91517e-05 -1.48284e-05 -0.000111641 0.000122726 1.98977e-05
internal_weight=0 279597 164013 163930 97612 66318 66266 59434 90 51 97509 115584 143 115441 14985 100456 10560 2601 203 92 2398 145 106 89896 20825 13731 4355 9376 7094 3519 3575 3464 2644 366 312 278 239 153 86 2039 1810 69 69071 1895 711 528 2278 1337 941 732
internal_count=279631 279597 164013 163930 97612 66318 66266 59434 90 51 97509 115584 143 115441 14985 100456 10560 2601 203 92 2398 145 106 89896 20825 13731 4355 9376 7094 3519 3575 3464 2644 366 312 278 239 153 86 2039 1810 69 69071 1895 711 528 2278 1337 941 732
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=51
num_cat=0
split_feature=5 8 5 4 1 12 1 12 4 3 12 4 3 12 2 10 5 1 2 14 2 4 14 3 1 0 0 13 5 4 10 13 1 14 3 1 13 12 3 14 0 4 1 7 1 3 7 8 14 3
split_gain=0.00511656 0.00581765 0.0101501 0.00526298 0.0295759 0.0156177 0.0155121 0.0127147 0.0267714 0.0169715 0.0159217 0.01539 0.0247628 0.0231073 0.0378338 0.019063 0.0210342 0.0230035 0.0187716 0.0177061 0.0170663 0.0137772 0.0132856 0.0166698 0.0165982 0.0158023 0.0174446 0.0151186 0.0199786 0.0190653 0.0203477 0.0187971 0.0184525 0.021001 0.0194219 0.0171655 0.0161054 0.0216493 0.0151928 0.0149655 0.0413907 0.0132763 0.0133876 0.0147107 0.0129741 0.033525 0.0241995 0.0215021 0.0245958 0.0172245
threshold=18.500000000000004 11.500000000000002 15.500000000000002 4.5000000000000009 4197.4883033117148 4.5000000000000009 1234.5373967394241 4.5000000000000009 7.5000000000000009 48.500000000000007 10.500000000000002 7.5000000000000009 43.500000000000007 1.5000000000000002 1.5000000000000002 0.97259759759759767 10.500000000000002 3297.5540643465279 3.5000000000000004 0.19399641577060936 1.5000000000000002 13.500000000000002 0.091966173361522213 38.500000000000007 2138.0891213547147 767.97453251559966 740.34127176625213 0.29478609625668456 3.5000000000000004 9.5000000000000018 0.95553359683794481 0.23861283643892342 2790.319728588885 0.28062500000000007 25.500000000000004 3741.8673850150876 0.71198156682027658 1.5000000000000002 20.500000000000004 0.35805860805860812 989.51400485044212 11.500000000000002 2936.4214567341296 1.0000000180025095e-35 3007.5741317529969 26.500000000000004 1.5000000000000002 1.0000000180025095e-35 0.32200460829493094 39.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 9 10 11 -9 13 15 20 -15 16 22 -18 -17 -19 -8 -10 25 24 -24 26 -13 28 29 30 -26 -30 38 34 -34 -31 41 -38 -29 40 -32 42 -36 -44 -16 46 -46 48 -47 -49
right_child=-2 2 -4 6 -6 -7 7 8 21 -11 -12 12 -14 14 44 18 17 19 -20 -21 -22 -23 23 -25 27 -27 -28 32 31 35 39 -33 33 -35 36 -37 37 -39 -40 -41 -42 -43 43 -45 45 47 -48 49 -50 -51
leaf_value=-1.6409084739714498e-06 0.00038560540334126633 -0.0010811919983098051 0.00035468594054691497 0.00011568455884134123 -0.0017608215463042144 -6.7198024716368074e-05 -0.0010169275636331011 9.2932599952308059e-05 -5.7897610465087529e-05 0.0014187785353334179 -0.00040457868755565087 0.00028079704855146412 -0.0010902287865746985 0.0016882970914593898 -2.6541959499696715e-05 -0.00030005578556946996 0.0018867133007491551 -0.00034869363181104957 -0.0019701374438591303 0.00090705724094314972 2.9842740991019835e-05 0.00028720511125021928 0.00018062634111997656 0.00066954772021563262 -5.0575291599295399e-05 9.9014885707531431e-05 0.0011207194350367317 -0.00019932800412206377 9.1441526787465802e-05 0.00025239065331268565 -0.0019820720842779757 0.0004625646616068129 -0.00086614422716410145 1.7860520488317433e-05 0.00010325997315021596 -0.00056635660645302523 -0.00035433252895018092 0.0013357877325486497 0.00010386170227867826 -8.7123117438230635e-05 -0.0002065161181930348 0.00043795834560031921 0.00014367111201700231 -0.00054671201267473375 -0.00048965764241579223 0.00011940205652081204 -0.0018981917999775673 -0.00016486170706099036 0.001918891723121137 0.00069038556253186393
leaf_weight=155646 86 32 20 3263 24 9648 39 11993 5942 21 163 298 48 32 50812 106 30 52 20 61 24635 304 1445 100 2829 1822 78 568 2776 749 52 389 149 685 128 70 40 36 1516 112 89 55 89 580 119 64 41 1687 27 61
leaf_count=155646 86 32 20 3263 24 9648 39 11993 5942 21 163 298 48 32 50812 106 30 52 20 61 24635 304 1445 100 2829 1822 78 568 2776 749 52 389 149 685 128 70 40 36 1516 112 89 55 89 580 119 64 41 1687 27 61
internal_value=0 -1.18629e-07 -0.000528931 -2.02425e-08 -5.72223e-06 -5.46739e-06 8.23586e-06 5.07475e-06 4.30321e-05 -2.47569e-06 8.62615e-05 -2.79839e-06 4.36107e-05 -1.17621e-05 -3.04161e-05 4.72575e-05 5.24719e-05 0.000655943 -0.000565148 0.00032919 2.81882e-05 -4.11011e-05 4.65834e-05 2.65859e-05 2.13827e-05 0.000159918 0.000455036 2.95161e-07 4.37153e-05 -3.20142e-05 -8.89951e-05 0.000137055 -7.94777e-05 -0.000198585 -0.00033625 0.000182412 -0.00025117 0.000446251 2.12265e-05 -0.000518599 -0.000861331 -0.000313382 -0.000365231 -0.000454867 -3.14575e-05 -0.000156404 -0.000850595 -9.60067e-05 0.000653317 -0.000135016
internal_weight=0 279545 52 279493 165318 165294 114175 110912 18402 92510 12156 92489 14972 77517 52843 14924 14798 143 126 113 24674 6246 14655 12457 12357 2198 376 10912 7066 3901 3082 3165 3846 1762 1077 819 928 76 2084 253 141 852 797 669 52811 1999 160 1839 91 1748
internal_count=279631 279545 52 279493 165318 165294 114175 110912 18402 92510 12156 92489 14972 77517 52843 14924 14798 143 126 113 24674 6246 14655 12457 12357 2198 376 10912 7066 3901 3082 3165 3846 1762 1077 819 928 76 2084 253 141 852 797 669 52811 1999 160 1839 91 1748
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 9 1 14 14 1 3 10 9 10 0 3 10 5 10 1 3 0 1 7 5 4 10 9 13 1 13 5 10 10 5 14 14 1 2 6 2 11 14 0 10 10 5 10 1 13
split_gain=0.00510413 0.0240518 0.0237927 0.0143594 0.0183362 0.0182209 0.0132155 0.0127208 0.0159301 0.0126969 0.0155821 0.0124628 0.0119539 0.0169791 0.0118463 0.0112315 0.0111871 0.0113211 0.0111061 0.0107227 0.0218339 0.0175976 0.0144808 0.0143383 0.0120344 0.0119057 0.0133733 0.013914 0.0161521 0.015974 0.0137674 0.0209042 0.0152118 0.0130144 0.0125661 0.0122857 0.021887 0.0214536 0.0131764 0.0110568 0.0388772 0.0187719 0.0171238 0.0203583 0.0158186 0.0285938 0.0208695 0.0252944 0.0224922 0.0201197
threshold=11.500000000000002 1379.8125525987941 1413.8554805408253 12.500000000000002 486.27124121777877 3.5000000000000004 2207.0293116104267 0.32200460829493094 0.18065268065268067 1200.5930205483244 10.500000000000002 0.55718954248366026 2.5000000000000004 0.71240601503759404 792.40239783902211 15.500000000000002 0.79772727272727284 1.5000000000000002 0.17445652173913045 1577.7371014993744 14.500000000000002 858.45016876509555 1670.9124033635953 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.067816091954023008 2.5000000000000004 0.065942028985507259 2452.3200893468074 0.028991596638655467 5.5000000000000009 0.15849282296650721 0.68819444444444455 16.500000000000004 0.48074074074074075 0.17445652173913045 2217.1926524768464 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.17083333333333336 0.1012820512820513 928.78428753650576 0.93218390804597717 0.9104278074866311 8.5000000000000018 0.85092592592592597 2469.2009762718558 0.077677224736048281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 14 5 11 18 8 -1 12 -11 15 13 -9 -4 -5 -15 -18 -7 -6 21 23 -22 24 -21 26 -24 28 30 -30 32 -32 -28 -29 -31 36 37 -33 -37 40 41 44 43 -42 45 46 -27 48 -48 -46
right_child=2 -3 3 4 19 6 -8 9 -10 10 -12 -13 -14 16 -16 -17 17 -19 -20 20 22 -23 25 -25 -26 39 27 33 29 34 31 35 -34 -35 -36 38 -38 -39 -40 -41 42 -43 -44 -45 49 -47 47 -49 -50 -51
leaf_value=-2.3826581257113041e-05 5.912390716195721e-05 -0.00014337508289349733 -5.5168596890953708e-05 0.00017559648990483957 3.4360673734973325e-05 -3.0545014243203625e-06 0.00051149309176580168 5.1614881532462482e-05 6.0001891443200727e-05 -0.00013024785405774404 -1.9382343366652414e-05 -4.8307257868799661e-05 -0.00011728573617523343 -0.00012563750154847932 -0.00045642914694442571 0.00045020452064978186 1.7739017610490862e-05 -5.4803834738140375e-05 -0.00039063035396428442 2.3569154025039611e-05 7.913811223904049e-05 -0.00021455562739050444 -0.00019471322079902414 -0.00010812552541393966 -0.00012493851186654497 5.8252799920271234e-05 0.00073174857730257592 0.00015468776774956621 -9.4734566056648188e-05 -0.00055736445018541214 9.8741011062195175e-06 0.0019382459287797767 -0.00013430242584281266 -0.00051552970491519027 0.00063221743524384999 0.0006761608941208882 -0.00014728686971163067 0.00030314528458860724 0.0022293366343629629 -8.2230987817734349e-06 3.9892890671712755e-06 -0.00041935553030827467 -0.00017363983875940097 0.00089733390126164761 0.00011678313513248894 0.00095545685111169927 0.00099794648768005497 0.002159358118660748 -9.3988195117531543e-05 -5.4935137323365856e-05
leaf_weight=9603 17984 3276 8513 1402 19757 568 89 11949 13828 5016 8609 434 2204 2311 188 507 13980 8741 274 7332 5782 1655 1545 5233 1676 24257 55 1221 2728 296 322 35 649 77 24 36 84 47 22 83608 842 219 3249 69 2283 90 82 22 111 6747
leaf_count=9603 17984 3276 8513 1402 19757 568 89 11949 13828 5016 8609 434 2204 2311 188 507 13980 8741 274 7332 5782 1655 1545 5233 1676 24257 55 1221 2728 296 322 35 649 77 24 36 84 47 22 83608 842 219 3249 69 2283 90 82 22 111 6747
internal_value=0 -1.07163e-05 4.25823e-06 -1.15935e-06 1.98529e-06 0.000119191 -6.79321e-05 -5.01613e-06 2.56455e-05 -1.86202e-05 -6.01971e-05 0.000193544 -4.16355e-06 2.57833e-06 -6.38385e-05 0.000248528 -2.08292e-05 -1.0169e-05 -0.000129178 -2.69892e-07 -4.81913e-06 -6.02352e-05 1.73017e-06 -4.2301e-05 -4.06171e-06 -1.74694e-06 -6.44912e-05 -2.85382e-05 -7.18654e-05 -0.000133938 7.94919e-05 0.000267914 -6.66422e-05 0.000114929 -0.000468146 0.000638846 0.000419966 0.00100105 0.0012653 1.93838e-06 2.43128e-05 4.20592e-05 -0.000119923 7.16521e-05 4.50674e-05 6.58714e-05 6.25998e-05 0.000553046 0.000369943 -1.15207e-05
internal_weight=0 79517 200114 182130 173429 3274 931 76241 23431 52810 13625 2343 39185 36981 8701 1909 25032 22721 842 170155 150398 15896 134502 14241 9008 128720 7141 5596 4298 3048 1250 546 704 1298 320 224 166 82 58 121579 37971 33811 4160 911 33592 24562 24472 215 193 9030
internal_count=279631 79517 200114 182130 173429 3274 931 76241 23431 52810 13625 2343 39185 36981 8701 1909 25032 22721 842 170155 150398 15896 134502 14241 9008 128720 7141 5596 4298 3048 1250 546 704 1298 320 224 166 82 58 121579 37971 33811 4160 911 33592 24562 24472 215 193 9030
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=51
num_cat=0
split_feature=8 4 12 2 2 14 5 14 4 13 0 10 1 14 3 5 12 0 1 12 2 13 10 5 13 9 13 0 7 3 12 6 10 1 0 13 0 6 7 7 13 4 14 6 0 10 13 12 12 10
split_gain=0.00504552 0.00651354 0.00637617 0.00884707 0.00859812 0.0122735 0.0110599 0.0102926 0.0115098 0.0163315 0.0133496 0.0169547 0.0141556 0.0130468 0.0157737 0.0135508 0.0263511 0.0124169 0.011669 0.0112448 0.0113212 0.01087 0.0106353 0.024151 0.0117518 0.0136233 0.0109761 0.0100784 0.00950601 0.0139297 0.0108219 0.00945861 0.0108523 0.00989114 0.00925724 0.00868037 0.00866314 0.00860572 0.0112077 0.0129424 0.00988705 0.00820022 0.016824 0.00812904 0.00811676 0.0110894 0.00853322 0.00780902 0.0111869 0.00782975
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004 0.12632978723404256 5.5000000000000009 0.063164893617021281 3.5000000000000004 0.10620300751879701 1289.0088005912796 0.81322674418604668 2588.1722553952563 0.3816526610644258 20.500000000000004 1.5000000000000002 3.5000000000000004 1054.4749595559522 2790.319728588885 4.5000000000000009 2.5000000000000004 0.22361111111111112 0.70135135135135152 2.5000000000000004 0.28062500000000007 2.5000000000000004 0.10435571687840291 967.10338307104212 3.5000000000000004 29.500000000000004 5.5000000000000009 1.0000000180025095e-35 0.59761904761904772 3241.4713401430272 1222.5833773881889 0.21132376395534294 800.94442982758699 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.061553030303030311 6.5000000000000009 0.10435571687840291 1.5000000000000002 609.82087228127716 0.26393188854489169 0.065942028985507259 4.5000000000000009 6.5000000000000009 0.23606811145510839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 31 19 18 44 11 13 -12 28 17 21 27 -15 -9 20 -4 -16 23 -21 25 -25 -27 -17 29 -11 36 33 41 -6 -13 -31 -30 38 39 40 -22 -33 47 -24 45 46 -10 -43 49 -49
right_child=1 -3 4 -5 5 -7 -8 8 9 10 12 34 -14 14 15 16 -18 -19 -20 22 37 -23 43 24 -26 26 -28 -29 30 35 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-8.0107784203602424e-07 -0.00015054638836794847 -4.6105990357528653e-06 5.2508826342976022e-07 0.0005499237722438945 -2.2461363282045885e-05 -0.00011585370319083628 -0.0007485449766719308 1.350603426551951e-06 0.00056168975226624288 0.00011954999060973664 0.0017139728413894774 1.9419117588865018e-05 0.0003651812965548137 0.00028639168254638409 -0.00034656267715476907 0.00018606568256574168 0.0027629024504373474 -0.00052057409722657021 0.0012101305770920591 4.0382344646717605e-05 -0.00072571365347227717 0.0011086122105119839 -0.00030278025020379572 0.00056904951113761527 -0.00023535951865293707 0.00089454938250128175 0.002551055990625173 0.0015859531209571288 0.00022684670909638366 0.00033423400851634576 0.00074682207861250004 0.00010925359736794202 -0.00043681739975238358 -0.00095451820093477447 -0.00055744654915466062 0.0017897141678258777 -0.0007511473742072538 -0.0006428551593797658 0.00059156492133773846 -0.00040537583585829824 0.00018455126186795901 0.00064868252528050348 0.0010690901990775823 0.00015262372031503294 -1.2146948352077669e-05 2.3546054373710617e-05 4.0394744395805576e-05 -0.00063521547842251716 0.00057940854852448311 0.00023419683281746177
leaf_weight=69955 768 172631 720 73 348 2322 39 11562 217 6161 22 3396 168 730 33 36 21 51 20 736 35 21 290 71 24 20 20 20 31 21 21 415 61 31 71 20 84 130 42 456 202 79 81 148 6255 682 123 61 62 45
leaf_count=69955 768 172631 720 73 348 2322 39 11562 217 6161 22 3396 168 730 33 36 21 51 20 736 35 21 290 71 24 20 20 20 31 21 21 415 61 31 71 20 84 130 42 456 202 79 81 148 6255 682 123 61 62 45
internal_value=0 -5.25696e-06 8.58077e-06 -2.2698e-07 2.56172e-05 -4.83526e-05 7.99106e-05 3.36439e-05 4.2396e-05 6.72096e-05 0.000105914 9.85488e-05 0.000521357 0.000142039 0.000318859 0.000826585 0.00125245 0.000233696 3.43795e-06 -5.63752e-05 -0.000145943 0.000219339 5.20775e-05 0.000153143 0.000767896 0.000984816 0.0017228 0.000686025 0.000116595 0.000125663 -0.000296918 0.000107222 0.000204292 -9.86982e-05 7.6056e-06 0.00104422 -0.000487514 -0.000267858 -0.000201532 -0.000249599 5.0124e-05 0.000256927 0.000443769 -0.000148899 9.19809e-06 0.000139837 0.000373104 0.000238704 4.59169e-05 -0.000266125
internal_weight=0 173399 106232 70028 36204 3544 1222 32660 29766 18184 10907 10717 190 7250 912 131 77 781 11582 2894 1585 54 1309 871 135 111 40 56 6338 6202 136 1183 804 379 3467 41 115 865 735 693 237 743 328 438 7277 1022 340 247 168 106
internal_count=279631 173399 106232 70028 36204 3544 1222 32660 29766 18184 10907 10717 190 7250 912 131 77 781 11582 2894 1585 54 1309 871 135 111 40 56 6338 6202 136 1183 804 379 3467 41 115 865 735 693 237 743 328 438 7277 1022 340 247 168 106
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=51
num_cat=0
split_feature=0 1 1 1 10 7 9 1 3 13 3 12 1 14 10 0 7 12 2 14 10 13 14 0 10 10 10 6 0 13 3 9 10 14 4 13 12 0 6 3 1 9 0 6 14 12 6 3 13 4
split_gain=0.00495775 0.00731629 0.00675191 0.00555083 0.00570579 0.00536166 0.00796922 0.0102443 0.0392324 0.0502051 0.0281516 0.0184982 0.0165965 0.0158562 0.0195146 0.0304049 0.0257829 0.0204182 0.0175224 0.0302132 0.0258249 0.0297102 0.0299813 0.0210102 0.0183355 0.0171876 0.0291979 0.0204407 0.0298318 0.0379056 0.0166358 0.0154143 0.0172345 0.0208606 0.0147726 0.0221841 0.0147508 0.0147127 0.0314856 0.0277747 0.0175136 0.0146993 0.0156816 0.0262887 0.0294439 0.0240942 0.0198493 0.0154536 0.0144766 0.0142867
threshold=355.87763915758541 985.46635494155419 1211.5793045386051 1050.5572866626042 0.6198686371100165 1.0000000180025095e-35 2.5000000000000004 3007.5741317529969 29.500000000000004 0.33712121212121215 28.500000000000004 2.5000000000000004 3438.6371619929478 0.072299651567944254 0.27149877149877155 972.47622060718538 4.5000000000000009 8.5000000000000018 3.5000000000000004 0.2022727272727273 0.43050193050193059 0.028991596638655467 0.091966173361522213 1289.0088005912796 0.35067567567567576 0.23861283643892342 0.30860805860805868 1.5000000000000002 1078.5099592134823 0.32200460829493094 32.500000000000007 3.5000000000000004 0.19756097560975613 0.032795698924731186 5.5000000000000009 0.7231800766283526 6.5000000000000009 876.4685166017922 1.5000000000000002 33.500000000000007 3297.5540643465279 4.5000000000000009 1033.4556649327824 1.5000000000000002 0.13100686498855837 4.5000000000000009 4.5000000000000009 39.500000000000007 0.13100686498855837 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7 10 9 12 34 -12 -9 14 15 17 -17 31 19 20 21 -15 -23 25 36 -21 -27 30 29 -29 -28 37 33 -33 -8 -36 -24 40 -39 -40 -10 42 -20 44 -44 46 47 -45 -22 -13
right_child=5 2 -4 -5 -6 6 7 8 13 -11 11 49 -14 18 -16 16 -18 -19 41 23 48 22 24 -25 -26 26 27 28 -30 -31 -32 32 -34 -35 35 -37 -38 38 39 -41 -42 -43 43 45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00038833855436869749 8.1766919376118939e-06 2.3491011831487818e-05 -0.00037876029632952712 0.00024246285243710496 -0.00033806330951199632 -1.2353088849397231e-05 -2.2852033633829294e-06 -7.2096518788249443e-05 -0.000968178278344567 -0.00069185417902224158 0.00022833164584432029 0.00027597332313234802 -0.0008720113735110847 0.0028973375856003259 0.00011811607970934524 -0.00062976934544155499 -0.0023916630326615024 0.00096696606293941538 4.9093743411282741e-05 -0.00052608378495051517 -0.00070855112406551044 0.0026641795318573715 0.00058370859360946535 0.0013607265552439329 0.0017927992652962878 0.0015045048691212691 -0.0014023367001209409 0.0025371720402122097 -0.00024826466416570111 -0.00033475567703135313 0.00033553487266458221 0.00070474779292685442 0.001259837193564246 -0.00056616116549279972 5.0072989840559464e-05 0.00032948521576153485 -0.00091166862403042621 0.00066246171947568653 -0.0025574321543578721 -0.00033584254560992122 0.00056192729285814696 0.00036993695893384635 0.0015712181636926663 -0.00020326622386252687 -0.00041884466148231448 -0.0010036602015863008 -0.00096915460017044097 0.0014024951984977416 0.0005450229494943147 0.0018996205968245966
leaf_weight=190 123722 432 131 192 146 115946 20604 2015 32 429 81 20 67 20 434 154 24 42 2294 128 37 20 94 28 26 36 40 27 87 20 21 51 28 88 10301 763 20 20 34 24 45 307 34 31 41 141 32 29 61 42
leaf_count=190 123722 432 131 192 146 115946 20604 2015 32 429 81 20 67 20 434 154 24 42 2294 128 37 20 94 28 26 36 40 27 87 20 21 51 28 88 10301 763 20 20 34 24 45 307 34 31 41 141 32 29 61 42
internal_value=0 -0.000106378 -4.69188e-05 9.53733e-06 -6.78359e-05 4.16666e-07 -5.78472e-06 1.38072e-05 -4.06742e-05 -0.000199325 2.59003e-05 0.000725863 -9.78383e-05 4.68801e-05 -0.000131734 -0.000331799 -0.000867328 -6.99195e-05 9.56567e-05 0.00032721 0.00072485 0.00108044 0.000853323 4.15661e-05 0.000594629 -6.13211e-05 0.00019621 -4.53217e-05 0.000300071 0.00131508 -0.000804053 -0.000205165 0.000128116 -9.98564e-05 2.27395e-05 6.93419e-05 0.000321362 -0.000564249 -0.00104825 -0.00163815 -7.39607e-05 4.27235e-05 4.1168e-06 -0.000330874 0.000483317 -0.000592952 3.65017e-05 0.000572852 7.17348e-05 0.00137586
internal_weight=0 1091 901 770 578 278540 154818 38872 7061 2511 31811 143 2082 4550 976 542 178 364 3574 665 278 180 160 387 140 359 231 195 134 47 61 322 167 139 31668 11064 114 155 78 58 77 2909 2602 308 75 233 92 60 98 62
internal_count=279631 1091 901 770 578 278540 154818 38872 7061 2511 31811 143 2082 4550 976 542 178 364 3574 665 278 180 160 387 140 359 231 195 134 47 61 322 167 139 31668 11064 114 155 78 58 77 2909 2602 308 75 233 92 60 98 62
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=51
num_cat=0
split_feature=5 4 14 0 0 13 0 10 1 0 4 10 10 6 0 4 8 4 7 0 0 5 4 14 7 7 0 14 14 5 10 12 10 5 4 4 7 10 0 2 10 10 5 8 7 7 2 0 13 3
split_gain=0.0048422 0.00721907 0.00906262 0.0121825 0.013549 0.014149 0.00949777 0.0089815 0.00753595 0.00748029 0.0100132 0.00835402 0.021899 0.00748841 0.00650693 0.00596842 0.00566073 0.00880523 0.0188615 0.0114094 0.0262865 0.0085209 0.0150493 0.00686629 0.00895634 0.00655035 0.00845562 0.017667 0.0096833 0.00821411 0.00819859 0.00841248 0.0182255 0.0080598 0.00939156 0.00925471 0.00801123 0.00729448 0.00692976 0.00685046 0.015869 0.00663714 0.0063788 0.0117345 0.0113114 0.00992976 0.0161031 0.0307963 0.0158623 0.0119093
threshold=13.500000000000002 7.5000000000000009 0.18834459459459463 1321.1033005038273 1187.5997340955021 0.11237373737373739 1020.4796647730221 0.50490196078431382 3616.7164640063575 1113.5670458188422 4.5000000000000009 0.28759398496240607 0.82426470588235301 2.5000000000000004 1104.0542682349771 3.5000000000000004 6.5000000000000009 7.5000000000000009 3.5000000000000004 1007.5118299007487 907.74089229267565 8.5000000000000018 6.5000000000000009 0.22361111111111112 1.5000000000000002 3.5000000000000004 961.9848145785071 0.22792207792207794 0.42206477732793529 10.500000000000002 0.12660256410256412 4.5000000000000009 0.71611721611721624 11.500000000000002 5.5000000000000009 6.5000000000000009 5.5000000000000009 0.063508064516129045 1203.0768547389173 2.5000000000000004 0.9298029556650248 0.79772727272727284 6.5000000000000009 4.5000000000000009 11.500000000000002 4.5000000000000009 3.5000000000000004 1046.9030864338465 0.77346041055718484 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 4 5 -2 15 -3 9 10 11 -4 -13 -14 -10 -7 42 21 19 20 -19 22 23 24 -18 30 28 38 -27 -30 37 33 -33 35 -35 39 -29 -23 -28 -32 41 -41 43 45 -44 -1 48 49 -47 -48
right_child=1 7 8 -5 -6 6 -8 -9 14 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 25 -24 -25 -26 26 27 36 29 -31 31 32 -34 34 -36 -37 -38 -39 -40 40 -42 -43 44 -45 -46 46 47 -49 -50 -51
leaf_value=9.3738816727880944e-07 0.0011326806343276985 0.0012645836568187787 0.00088355224434053534 -0.00074220537790097301 0.0013339278992804649 -0.00031647798247062245 -0.00094352163432631642 8.7843014497433194e-05 -0.00010908510469432389 0.00054849551296701617 -0.00098520374188504735 -0.001441827312616321 0.00080932437280742831 -0.00040349821094423535 -0.0012075581359497916 0.00071075654667501732 -0.00017045146797660412 0.00018558650319593857 -0.00084523727094555016 0.00013539412543691511 0.0024115233471439707 7.610880502793209e-05 -0.0011410431303083897 -7.8584099833107796e-05 -0.0010625015941305568 -0.00012100684398319572 0.0014162111768382603 -0.00014552420129062781 0.0004129067916602997 0.0017792313666590912 -8.7096050445077051e-05 -0.0013036692029538943 0.00024336230990229524 0.00048936651301514564 -0.00046320755007198187 0.00052989838214772232 -0.0012710870639421048 0.0011088770670106723 0.00014363326987697057 -0.00041485339013253535 -0.0014046168966160622 0.00056562162179034207 3.5125740699452395e-05 -0.00010629050159050868 0.00091087780389431368 -0.00018835950609089709 -0.0001126840287515034 -0.0014817976272232566 0.00010035308849606218 0.00035673112709286092
leaf_weight=260654 32 31 24 22 38 26 24 34 28 51 29 24 35 20 26 31 68 36 35 111 21 92 50 266 48 26 20 43 22 22 176 47 32 92 36 36 25 21 23 126 40 20 10636 2633 37 2406 195 28 593 440
leaf_count=260654 32 31 24 22 38 26 24 34 28 51 29 24 35 20 26 31 68 36 35 111 21 92 50 266 48 26 20 43 22 22 176 47 32 92 36 36 25 21 23 126 40 20 10636 2633 37 2406 195 28 593 440
internal_value=0 0.000159505 8.18934e-05 0.000357035 0.000517189 0.000242534 -0.00010913 0.000649058 -0.000118948 3.42085e-05 -0.000164493 6.65805e-05 -0.000181614 0.000368298 -0.00063798 0.000242193 -2.71407e-07 -9.60563e-05 0.000210683 0.000430666 0.00100567 -0.000142839 -0.000325339 -0.000218571 -0.000539576 -5.51419e-05 0.000213668 -5.77201e-05 0.000644012 0.00109607 -0.000122906 -0.000195926 -0.000677024 -0.000123669 0.000221455 -0.000234664 -0.000559334 0.000268039 0.00073553 -0.000310698 -0.000522278 -0.000280542 2.57852e-07 -1.2576e-06 3.81617e-05 -2.11306e-07 -8.19731e-05 0.000141023 -0.000131272 0.00021258
internal_weight=0 475 410 173 151 113 81 65 237 183 132 103 79 55 54 57 279156 1534 203 168 57 1331 432 382 116 899 181 111 70 44 718 605 79 526 128 398 68 113 43 362 186 146 277622 266949 10673 264316 3662 663 2999 635
internal_count=279631 475 410 173 151 113 81 65 237 183 132 103 79 55 54 57 279156 1534 203 168 57 1331 432 382 116 899 181 111 70 44 718 605 79 526 128 398 68 113 43 362 186 146 277622 266949 10673 264316 3662 663 2999 635
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 9 1 3 1 0 7 5 0 1 3 4 1 3 7 1 3 0 5 8 0 7 5 3 0 7 5 1 3 6 1 3 1 10 10 5 6 8 13 0 14 13 14 0 10 1
split_gain=0.00478533 0.0318274 0.0161866 0.022841 0.0182605 0.0163321 0.0131166 0.0193192 0.0174269 0.014301 0.0140771 0.0148032 0.0141392 0.013737 0.0476719 0.0172312 0.0155635 0.0131872 0.0169897 0.0129564 0.0151001 0.0149695 0.0125184 0.0134301 0.012255 0.0122453 0.0128724 0.0120676 0.0174424 0.0188333 0.0198353 0.0147929 0.0347508 0.0159243 0.0135523 0.0165028 0.0247372 0.0136028 0.0156615 0.0208728 0.0150381 0.0167876 0.0126486 0.0144547 0.0129114 0.0304244 0.0755477 0.0125335 0.0166817 0.0124991
threshold=10.500000000000002 1222.6315142320243 1379.8125525987941 12.500000000000002 486.27124121777877 3.5000000000000004 1570.8321245839154 14.500000000000002 1771.8873108145651 1433.692583700579 1.0000000180025095e-35 2.5000000000000004 865.45763568221207 1925.0712920527774 16.500000000000004 6.5000000000000009 2072.0032658042055 17.500000000000004 2.5000000000000004 1670.9124033635953 15.500000000000002 916.44505744395212 4.5000000000000009 1.5000000000000002 733.03783481254891 1.5000000000000002 1.5000000000000002 17.500000000000004 1061.8284994139024 1.0000000180025095e-35 3.5000000000000004 2263.042265477196 20.500000000000004 1.0000000180025095e-35 2438.1594628963853 22.500000000000004 2606.2997478250472 0.90121951219512209 0.81322674418604668 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.41763565891472876 577.94158736229213 0.38548951048951058 0.34891304347826091 0.59317129629629639 658.36447093627214 0.3816526610644258 2001.0640350640863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 24 5 -5 9 8 10 -6 11 -8 -13 15 16 17 -15 18 19 -9 21 25 -20 -24 -4 26 -21 28 29 30 49 33 42 -29 -34 36 37 38 39 -36 41 -40 44 -44 -33 -46 -47 48 -37 -16
right_child=2 -3 3 4 6 -7 7 13 -10 -11 -12 12 -14 14 27 -17 -18 -19 22 20 -22 -23 23 -25 -26 -27 -28 31 -30 -31 -32 32 34 -35 35 47 -38 -39 40 -41 -42 -43 43 -45 45 46 -48 -49 -50 -51
leaf_value=3.7922751983716426e-07 3.6661057860297967e-05 -0.00011693253557041602 -3.8311790642669546e-05 0.00017539476879072528 3.9880526499189899e-05 -6.6330692782157904e-05 2.3626670631250389e-05 9.4356262794997382e-05 -0.00025320806293988458 -0.0010525977611541748 -0.00010409456596897703 -0.00011115706376024964 -0.001018179231521737 -0.00016688827730289556 0.00021324301068071933 0.00015384327162937261 -0.00060512502248054811 0.00010848169056350305 -0.00013705161936134258 7.2284402792853272e-05 3.5641372249374872e-05 -0.00024324413630500612 0.0012847543089689378 9.3554056339988697e-05 -0.00014997737953995408 -0.00019187274173265877 -5.8036092246846878e-05 8.7773817775231892e-05 -0.00047948682262388437 -0.00013488038943955399 -0.00028166806594654234 -0.00013145271324335389 6.0900335241915299e-05 7.5755756591647511e-06 2.0218848891308201e-05 0.00023349874725170236 -0.00029857108890599446 -0.00020486920239209117 -0.00017805430312485744 -0.00040477227708805239 0.0013574318743709369 0.0012963202231241248 0.0004813605126400944 -0.00033224142192928111 -2.916316080873815e-05 6.7346188203128201e-05 0.0029334727569573348 -2.1948555245428795e-06 -0.00014283895112804693 4.6812142469066407e-06
leaf_weight=51557 31312 6512 11689 2723 20286 940 8035 4784 1042 30 5775 1829 44 3052 1042 2505 217 3636 2568 3236 15133 862 30 112 3111 976 4572 9045 243 3370 457 4304 8401 19608 3488 1202 1109 970 75 315 39 26 58 929 1142 89 31 34417 390 2313
leaf_count=51557 31312 6512 11689 2723 20286 940 8035 4784 1042 30 5775 1829 44 3052 1042 2505 217 3636 2568 3236 15133 862 30 112 3111 976 4572 9045 243 3370 457 4304 8401 19608 3488 1202 1109 970 75 315 39 26 58 929 1142 89 31 34417 390 2313
internal_value=0 -1.27764e-05 3.34856e-06 -2.13413e-06 2.89762e-06 0.000113363 5.42176e-07 -4.51769e-06 -5.52021e-05 3.82673e-05 -4.20463e-05 -5.88069e-06 -0.000132465 1.77338e-06 -8.30796e-06 2.70546e-05 -0.000195979 1.82099e-05 8.03955e-06 1.90234e-05 4.47911e-06 -4.44094e-05 -0.000111782 0.000345216 -6.17842e-05 -2.48971e-05 -4.02519e-06 -1.71569e-06 -6.2863e-05 -4.87667e-05 2.73622e-05 3.58592e-06 -1.11497e-05 3.28921e-05 2.925e-06 -8.6629e-06 -8.52754e-05 -3.71286e-05 4.13649e-06 -1.49829e-05 0.000523501 0.000201488 -0.000119469 -0.000284431 -9.02166e-05 5.04177e-05 0.000807762 4.14946e-06 0.000141305 6.94566e-05
internal_weight=0 58069 221562 190250 175450 3663 171787 151471 16725 20316 15683 9908 1873 134746 96332 38414 3269 35909 32273 29563 24779 9646 2710 142 14800 8784 7808 93063 7425 7182 3812 85638 56985 28653 50432 42031 6022 4913 3943 3803 140 101 6553 987 5566 1262 120 36009 1592 3355
internal_count=279631 58069 221562 190250 175450 3663 171787 151471 16725 20316 15683 9908 1873 134746 96332 38414 3269 35909 32273 29563 24779 9646 2710 142 14800 8784 7808 93063 7425 7182 3812 85638 56985 28653 50432 42031 6022 4913 3943 3803 140 101 6553 987 5566 1262 120 36009 1592 3355
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=51
num_cat=0
split_feature=8 12 2 14 5 14 4 13 0 0 12 14 1 7 0 10 5 10 1 1 12 1 0 4 14 13 0 10 10 3 3 4 10 5 13 9 13 7 13 10 13 6 10 13 10 2 13 13 0 0
split_gain=0.00511322 0.00604982 0.00800699 0.0111833 0.010052 0.00920387 0.0104838 0.014791 0.0120816 0.0157531 0.0188897 0.0129939 0.0129592 0.0121196 0.0119034 0.010652 0.0185227 0.01392 0.016666 0.010443 0.0101995 0.0103539 0.0102363 0.0100735 0.0125069 0.0100587 0.00992015 0.022226 0.00985298 0.00970427 0.00959914 0.0151979 0.00956147 0.0216326 0.0105925 0.0123385 0.00989378 0.00922555 0.0106 0.00921596 0.00898117 0.0085716 0.00977683 0.00944787 0.00914983 0.00793169 0.00776173 0.0126867 0.0106427 0.0077398
threshold=1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.12632978723404256 5.5000000000000009 0.063164893617021281 3.5000000000000004 0.10620300751879701 1289.0088005912796 891.78880821500877 3.5000000000000004 0.42640692640692646 2588.1722553952563 3.5000000000000004 1040.0256050067871 0.87689393939393956 2.5000000000000004 0.30860805860805868 2904.5200653263769 2790.319728588885 4.5000000000000009 1984.0536335644945 1070.0586822807675 6.5000000000000009 0.18065268065268067 0.16869918699186995 880.4064522592422 0.33012820512820518 0.94804318488529027 17.500000000000004 22.500000000000004 6.5000000000000009 0.70135135135135152 2.5000000000000004 0.28062500000000007 2.5000000000000004 0.10435571687840291 1.0000000180025095e-35 0.10435571687840291 0.63245614035087727 0.24695121951219515 1.0000000180025095e-35 0.59761904761904772 0.072299651567944254 0.22792207792207794 4.5000000000000009 0.49390243902439029 0.3623737373737374 745.01798143964209 858.45016876509555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 45 5 4 41 20 19 -8 9 10 30 26 -10 15 -15 16 -11 23 -19 -7 21 29 37 24 40 -16 28 -28 -12 -3 -9 -32 33 -22 35 49 -37 38 -23 -29 -18 43 -43 -4 -45 -1 47 -5 -49 -35
right_child=-2 2 3 46 -6 6 7 8 12 13 11 -13 -14 14 25 -17 17 18 -20 -21 32 22 -24 -25 -26 -27 27 39 -30 -31 31 -33 -34 34 -36 36 -38 -39 -40 -41 -42 42 -44 44 -46 -47 -48 48 -50 -51
leaf_value=-4.8482851247515275e-07 -5.2921109592053447e-06 -3.3287983039994481e-05 -0.00056514204051962729 -9.3088868028523653e-05 -0.00071351927990923665 2.0992329431693171e-06 9.7291344490419549e-06 8.2176270301714002e-05 0.0016380968974606894 2.4544310731874704e-05 0.00018342603944436475 0.00080828739176771114 0.0003475606048942566 -0.00095617915585535231 -0.0008157318578620713 -9.9365096422399275e-05 -0.00098239541319864137 0.00046191953365667449 0.0016019323816371346 0.0011456154784536922 4.0250969922424151e-05 -0.0006658644361192212 3.5531992733360634e-05 -0.00045504482096240043 0.00089283861400742495 0.00046743331749894424 0.0016561216230528725 -0.00073498090108235683 0.00083157952707551891 0.00064661867797702268 -0.0015892702096607537 -4.585879234645259e-05 -0.00013941841311675054 -0.00014773838204116776 -0.00022369535581674428 0.00085069931636098765 0.0024234180711209773 -0.00044218177343806862 9.6795931201995705e-05 0.00057018211687375842 0.0004078422153655153 0.00024468764887053635 -0.00041378485074659936 -0.00020583561200907867 0.00035478539001385009 0.00052097141956001494 0.00049340695477440022 -0.00039451272870477216 -0.0015856872098414566 0.00093586679910206147
leaf_weight=69955 173399 475 83 2121 39 11562 7277 4568 22 1646 2576 96 168 64 24 1138 21 126 43 20 736 59 272 54 56 42 38 21 60 59 22 58 438 26 24 20 20 520 200 38 26 743 61 167 129 73 52 127 22 45
leaf_count=69955 173399 475 83 2121 39 11562 7277 4568 22 1646 2576 96 168 64 24 1138 21 126 43 20 736 59 272 54 56 42 38 21 60 59 22 58 438 26 24 20 20 520 200 38 26 743 61 167 129 73 52 127 22 45
internal_value=0 8.63814e-06 2.52329e-05 -4.61489e-05 7.62854e-05 3.29787e-05 4.1255e-05 6.49369e-05 0.000101771 9.47639e-05 0.000134669 0.000236536 0.000496991 2.67491e-06 -0.000470314 2.24462e-05 9.27409e-05 0.000437071 0.000751982 4.07388e-06 -5.21465e-05 -0.00013745 -0.000228541 9.809e-05 0.000388083 8.27799e-07 0.000216453 0.000713041 0.000198179 4.18328e-05 7.26673e-05 -0.000470297 5.11428e-05 0.00014697 0.000728789 0.000934731 0.00163706 -0.000320746 -7.69375e-05 0.000105633 -0.000213328 0.000102323 0.000194729 -9.37045e-05 3.84891e-05 5.87584e-08 -0.000110582 -0.000124418 -0.000570391 0.000539054
internal_weight=0 106232 36204 3544 1222 32660 29766 18184 10907 10717 7477 2829 190 3240 130 3110 1972 326 169 11582 2894 1585 1051 157 103 66 2733 97 2636 534 4648 80 1309 871 135 111 40 779 259 59 47 1183 804 379 296 70028 2322 2270 149 71
internal_count=279631 106232 36204 3544 1222 32660 29766 18184 10907 10717 7477 2829 190 3240 130 3110 1972 326 169 11582 2894 1585 1051 157 103 66 2733 97 2636 534 4648 80 1309 871 135 111 40 779 259 59 47 1183 804 379 296 70028 2322 2270 149 71
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=51
num_cat=0
split_feature=7 4 0 3 8 5 14 0 6 10 10 5 13 13 5 3 6 8 4 1 13 6 10 12 10 14 2 10 14 5 0 8 0 13 14 3 1 14 3 10 10 10 0 10 5 10 1 0 3 5
split_gain=0.00497452 0.00747775 0.00723691 0.010222 0.0077428 0.0109592 0.00989714 0.00957626 0.0088322 0.0132889 0.0115681 0.0104647 0.0138661 0.00798732 0.00778279 0.00980204 0.00755357 0.00740741 0.00709695 0.00938187 0.00918559 0.00890515 0.015352 0.0130878 0.0129125 0.0123198 0.0119954 0.0112732 0.0105422 0.0160744 0.0103007 0.0143265 0.00978018 0.00872049 0.00919371 0.00852701 0.0143756 0.0207177 0.0168495 0.015393 0.0211502 0.0147482 0.013295 0.013017 0.0137044 0.0127764 0.0114468 0.0120536 0.0117347 0.0140772
threshold=1.0000000180025095e-35 1.5000000000000002 465.25684438145873 14.500000000000002 2.5000000000000004 5.5000000000000009 0.78679653679653694 869.07031931492213 1.5000000000000002 0.94201680672268917 0.96076923076923093 6.5000000000000009 0.28062500000000007 0.49390243902439029 12.500000000000002 22.500000000000004 4.5000000000000009 1.0000000180025095e-35 9.5000000000000018 2469.2009762718558 0.14142857142857146 1.0000000180025095e-35 0.28759398496240607 4.5000000000000009 0.67054263565891481 0.49418604651162795 4.5000000000000009 0.35388994307400384 0.18065268065268067 2.5000000000000004 1070.0586822807675 1.5000000000000002 1264.1367493995072 0.30116279069767443 0.03883861236802414 37.500000000000007 3438.6371619929478 0.19399641577060936 27.500000000000004 1.0000000180025095e-35 0.067816091954023008 0.27386363636363642 947.46592333298213 0.82807881773399028 2.5000000000000004 0.92724867724867732 2554.1430983545456 1433.692583700579 23.500000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 -2 5 6 -4 16 9 11 -10 13 -13 -7 15 -6 -8 -9 35 20 -20 25 26 24 -24 -21 33 -25 -29 -30 31 -26 -31 34 -23 36 38 -38 46 -40 42 -42 -41 44 -43 -45 47 -1 -48 -50
right_child=1 -3 4 -5 14 8 7 17 10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 21 -22 22 23 27 30 -27 -28 28 29 32 -32 -33 -34 -35 -36 -37 37 -39 39 40 41 43 -44 45 -46 -47 48 -49 49 -51
leaf_value=9.0734462654649921e-06 -0.00025260792839389953 -3.7428650521853537e-06 -8.2144629601336877e-05 0.00084353357841874556 -0.00013433528006655669 -0.0001588035037958453 1.8191220160670455e-05 0.001350225043671134 -0.00013113647662244847 -0.00033852635533548892 0.0010133416228054557 0.0019982327608606561 0.00062895555895465811 0.00086669905632011401 0.00040680879784192429 -0.00060083306572862984 0.00054215436137747025 0.00022176695069488648 0.0015948509130144625 0.0002650086854546201 0.0002721129450557263 -0.00071586759760975836 -3.604526640205072e-05 -0.00084467180745883121 -0.0019392514215724078 0.0015279064632274888 -0.00077522956086216845 -2.74340193096452e-05 0.0018733403032196554 -0.00012019983766114583 -0.00031134217464238068 -0.00039057119741171066 0.0011820439385094991 0.0010719451406880074 0.00041608053787832048 0.00080998900953228739 -2.2242480734735363e-05 -0.0007729736547920159 0.00096955437744106882 -0.0014036428564312784 0.00064013790943493647 0.0011106693709734827 0.00014299719478003681 0.0015546597477320272 -0.00015457472705724309 0.00029264190849121927 -0.00015218321617994462 -0.0011115674084673326 9.7228743272505377e-05 -0.00012722681286297057
leaf_weight=117066 640 149049 3022 22 886 49 830 26 189 42 25 26 64 31 57 129 75 33 21 158 35 20 133 27 32 22 22 145 21 46 66 28 21 45 174 33 254 144 66 33 178 23 24 24 308 122 2275 24 1615 1231
leaf_count=117066 640 149049 3022 22 886 49 830 26 189 42 25 26 64 31 57 129 75 33 21 158 35 20 133 27 32 22 22 145 21 46 66 28 21 45 174 33 254 144 66 33 178 23 24 24 308 122 2275 24 1615 1231
internal_value=0 -5.97155e-06 -6.00202e-05 -0.00021618 -4.11694e-05 -1.18841e-05 -3.76459e-05 0.000101851 0.000229165 0.000457903 2.56424e-06 0.000654668 0.00102452 0.000238579 -0.000161698 -0.000193624 6.16136e-05 0.000719054 7.44764e-06 0.000139055 0.00076814 0.000102358 2.9203e-05 -0.000128102 -0.00037967 0.000419363 0.000342004 0.000122499 0.000234575 0.000666294 -0.000742386 -0.00121653 0.000287966 0.000444846 0.000299385 6.36424e-06 6.14931e-06 -0.000293864 7.12018e-06 0.000239071 0.000171358 0.000251748 -0.000752426 0.000106815 -6.66575e-05 0.000500097 5.64357e-06 8.84375e-06 -6.75276e-05 1.43434e-07
internal_weight=0 155195 6146 662 5484 4412 3986 964 426 212 214 170 90 80 1072 1015 905 59 124436 1016 56 960 780 519 259 180 261 260 233 88 126 60 67 239 194 123420 123387 398 122989 778 712 655 57 477 331 146 122211 117090 5121 2846
internal_count=279631 155195 6146 662 5484 4412 3986 964 426 212 214 170 90 80 1072 1015 905 59 124436 1016 56 960 780 519 259 180 261 260 233 88 126 60 67 239 194 123420 123387 398 122989 778 712 655 57 477 331 146 122211 117090 5121 2846
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=51
num_cat=0
split_feature=14 10 8 10 4 8 3 4 14 0 0 7 13 0 14 0 14 14 13 10 0 4 0 1 1 3 3 1 3 1 12 4 0 1 3 5 7 3 1 8 3 1 1 7 14 5 14 1 0 14
split_gain=0.004731 0.00703244 0.0152781 0.0118919 0.00901217 0.00771019 0.00699314 0.00631129 0.0137662 0.0111137 0.0260821 0.0134194 0.0120503 0.00807541 0.00663405 0.0145949 0.0111788 0.00879545 0.0111462 0.00825684 0.0156141 0.0111552 0.00634071 0.00632472 0.00628188 0.0259596 0.0211952 0.024863 0.015156 0.0154645 0.015709 0.0228873 0.0185097 0.0129819 0.0258866 0.0169242 0.0182887 0.0261035 0.022385 0.0190562 0.0153342 0.03519 0.0167356 0.0141638 0.0220596 0.0164888 0.0137991 0.0126355 0.0204974 0.0137867
threshold=0.029857397504456332 0.1126984126984127 3.5000000000000004 0.13714733542319751 9.5000000000000018 2.5000000000000004 49.500000000000007 12.500000000000002 0.46770833333333339 920.13071123443217 989.51400485044212 4.5000000000000009 0.3816526610644258 1264.1367493995072 0.29217479674796754 1187.5997340955021 0.099019607843137278 0.12060606060606062 0.031754032258064523 0.15075757575757578 1095.150540518749 13.500000000000002 1242.5784396434321 3741.8673850150876 3438.6371619929478 29.500000000000004 28.500000000000004 3007.5741317529969 25.500000000000004 2486.2186977821766 1.5000000000000002 3.5000000000000004 835.12391301254218 2606.2997478250472 22.500000000000004 4.5000000000000009 1.5000000000000002 24.500000000000004 2904.5200653263769 1.0000000180025095e-35 20.500000000000004 2299.1146759378844 2287.1494267431067 4.5000000000000009 0.9104278074866311 3.5000000000000004 0.39736842105263165 2251.1234410074267 792.40239783902211 0.3373983739837399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 24 9 -9 -11 12 14 -13 16 -16 -12 22 -19 -20 -21 23 -18 -22 26 -26 27 28 33 47 31 32 -31 40 -35 -36 37 39 -39 -37 41 -2 -42 -44 -45 -46 -38 -30 -49 -50
right_child=6 3 -4 -5 -6 -7 -8 8 -10 10 11 13 -14 -15 15 -17 17 18 19 20 21 -23 -24 -25 25 -27 -28 -29 29 30 -32 -33 -34 34 35 36 46 38 -40 -41 42 -43 43 44 45 -47 -48 48 49 -51
leaf_value=-5.6560478810246836e-05 1.7370397473895572e-07 -0.0013617779854463326 0.0010613949673653051 -0.00015376752706496949 0.00086833896955637179 -0.0011084895103704185 0.00073947817872976884 -0.00056977149294900969 -0.0011043205025738903 0.0013347567351279306 0.00043587101968619712 -0.0011690470898039556 0.0011949066219512456 -2.2400430059539811e-05 0.0013898555732642613 -3.0658432115160396e-05 -0.001309543000146126 0.0010548909609813405 0.0008044674715382002 -0.0013920042114332319 4.5833957399456548e-05 0.00045238556648074022 -0.00010410584764031228 -0.001019626316507735 -0.00067850850683493077 -3.4112768571522846e-05 9.6651155527044876e-05 -0.00012755122752200891 -0.00056375699747480794 0.00037895037821726878 9.7893499067484827e-05 -3.2023282417200406e-05 -0.0011394761946989589 -0.00028356044896464425 9.1804955369684504e-06 0.0010234176153712073 -0.00025393595665997465 0.00022104114480217126 -0.0011129311660294083 -0.0003041237722719995 0.00012360881935553103 -0.00013960084831927803 2.6364158775034129e-05 -0.00034894699474854898 0.0012278317112802706 -0.00030694534293919184 -0.00082862518943684408 0.0019940189838122866 -0.00014611989425719474 0.00093486597134660081
leaf_weight=135 220251 21 37 682 23 20 32 44 21 51 144 28 31 34 33 40 24 23 21 25 26 61 20 30 161 5343 5670 3828 22 26 5156 739 88 1118 6892 28 403 669 33 782 4802 4597 16569 490 42 30 141 26 54 65
leaf_count=135 220251 21 37 682 23 20 32 44 21 51 144 28 31 34 33 40 24 23 21 25 26 61 20 30 161 5343 5670 3828 22 26 5156 739 88 1118 6892 28 403 669 33 782 4802 4597 16569 490 42 30 141 26 54 65
internal_value=0 -0.000113321 0.000136921 -0.000189853 -5.52453e-05 -0.000192293 3.73247e-07 2.88378e-07 0.000155193 0.000196847 0.000253921 0.000151843 0.000241611 -0.000540241 0.000175498 0.000611492 9.03981e-05 -0.000125898 2.44872e-05 -0.000120907 -0.000257758 -1.53982e-05 -0.000761617 -0.000524948 -7.71202e-08 -5.29623e-05 9.90981e-07 -1.04159e-06 7.99615e-07 7.82011e-05 6.50112e-05 -0.000133747 -0.000793168 -1.06154e-06 -5.67197e-05 -2.83773e-05 -0.000154276 -6.48276e-05 0.000158333 -0.000258233 1.20871e-06 -2.68398e-06 4.11149e-05 1.7991e-05 -0.000228867 0.000588341 -0.00040289 0.0005528 0.000722209 0.000444335
internal_weight=0 918 215 703 178 155 278713 278681 656 635 591 540 478 62 447 73 374 230 186 163 142 117 44 56 278025 5504 272521 266851 263023 6176 6009 853 114 256847 10066 8948 2056 1512 702 810 246781 224848 21933 17131 562 72 544 167 145 119
internal_count=279631 918 215 703 178 155 278713 278681 656 635 591 540 478 62 447 73 374 230 186 163 142 117 44 56 278025 5504 272521 266851 263023 6176 6009 853 114 256847 10066 8948 2056 1512 702 810 246781 224848 21933 17131 562 72 544 167 145 119
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=51
num_cat=0
split_feature=7 4 0 3 4 13 3 14 1 13 3 8 7 5 2 5 6 1 14 12 6 6 1 9 3 7 14 3 8 3 0 6 1 5 10 3 1 14 3 1 1 1 0 5 14 0 3 14 1 1
split_gain=0.00515056 0.0134394 0.0130957 0.0256462 0.016501 0.0188053 0.0158983 0.0193095 0.058127 0.0396175 0.0213209 0.0166164 0.0151963 0.0148886 0.0172264 0.0281626 0.0189489 0.0154639 0.016009 0.018839 0.013077 0.0124799 0.0123254 0.0122621 0.0118905 0.0123441 0.012156 0.0114617 0.0165086 0.0154892 0.0110995 0.0106504 0.015217 0.0115577 0.0108339 0.010827 0.0164303 0.0114189 0.0106274 0.0120628 0.0103927 0.0145162 0.0108448 0.0154332 0.0106459 0.0103844 0.0122648 0.0235461 0.0309834 0.0514128
threshold=1.5000000000000002 16.500000000000004 1086.8692189335923 42.500000000000007 5.5000000000000009 0.77032967032967048 20.500000000000004 0.77951388888888895 1697.8650502057942 0.35388994307400384 15.500000000000002 3.5000000000000004 8.5000000000000018 6.5000000000000009 3.5000000000000004 9.5000000000000018 5.5000000000000009 3741.8673850150876 0.56330128205128216 2.5000000000000004 3.5000000000000004 4.5000000000000009 2350.1708904636766 3.5000000000000004 22.500000000000004 6.5000000000000009 0.14434523809523811 31.500000000000004 5.5000000000000009 36.500000000000007 1433.692583700579 1.0000000180025095e-35 2377.2264031740556 4.5000000000000009 0.42206477732793529 21.500000000000004 2167.1135450300667 0.087595907928388769 19.500000000000004 2109.0364771460559 2109.0364771460559 2669.2593881982461 977.9268823093272 6.5000000000000009 0.14119601328903655 1289.0088005912796 22.500000000000004 0.24190177638453506 1493.6456239972256 1368.7962938988553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=45 2 3 4 -2 -6 7 8 9 -4 -9 22 13 -13 17 -16 -17 -15 19 20 -19 -14 -8 -5 -24 -26 -27 28 31 -29 -28 32 -7 35 -35 36 38 -37 -33 -40 -36 44 43 -43 -42 -1 47 -47 49 -49
right_child=1 -3 6 23 5 27 11 10 -10 -11 -12 12 21 14 15 16 -18 18 -20 -21 -22 -23 24 -25 25 26 30 29 -30 -31 -32 33 -34 34 40 37 -38 -39 39 -41 41 42 -44 -45 -46 46 -48 48 -50 -51
leaf_value=2.7693808665185315e-06 -2.3688523025089466e-05 0.0012236930051585659 0.0029242399255357062 0.0016087243483828692 1.7230152668017567e-05 0.00031770462126063547 0.00012695326875544259 -0.0024298634752631188 -0.0002967972716014918 0.00010711528325023561 -0.000523493445838209 -0.00035226036137966335 -0.0014549009729795748 -9.6497714107107046e-05 -0.0018210205701845034 0.00081576574068035817 -0.0010145758932384734 0.0022689594178121877 -0.0009107138208650135 0.00025810835790731577 0.00052459441413659424 4.3989455194345543e-05 -0.00023349043770522286 0.00019914661943740039 7.5955543952913993e-06 -0.00081558209288402233 -0.00027750984992130971 0.0016620598565593053 -0.00086346360928329978 -6.2575882665165096e-05 0.00085490843943821697 0.00011200583601996045 0.0014649930162235134 0.00024019893277688205 0.00024188335165490572 -0.00022177825613210026 -0.00056187841331848179 0.00073924763241451513 0.0011650172484488311 -2.6164722716989548e-06 -0.00011647908599115909 -0.00048363244119779369 -0.00088501251550581047 0.0013724116722144009 -0.0014738869021619814 -0.00048505191527476761 0.00017359949791311122 0.00015058563372423483 -0.00027286851165607022 0.0031223675066774544
leaf_weight=209070 39041 22 24 36 18391 427 1345 20 818 26 55 607 41 834 35 31 26 22 23 190 21 21 707 27 4179 91 129 30 38 23 26 515 31 111 50 39 80 149 55 37 20 24 27 21 52 214 1674 43 91 22
leaf_count=209070 39041 22 24 36 18391 427 1345 20 818 26 55 607 41 834 35 31 26 22 23 190 21 21 707 27 4179 91 129 30 38 23 26 515 31 111 50 39 80 149 55 37 20 24 27 21 52 214 1674 43 91 22
internal_value=0 -1.19114e-05 -1.23083e-05 -3.65822e-06 -4.73192e-06 3.20516e-05 -6.75658e-05 -0.000262145 -0.000195638 0.00145934 -0.00103186 -4.55331e-05 -0.000177648 -0.000150978 -4.76119e-05 -0.00070463 -1.91269e-05 7.84281e-06 0.000347765 0.000471992 0.00141706 -0.000947212 -7.7772e-06 0.00100462 -4.30875e-05 -1.26661e-05 -0.000356866 0.000189704 0.000166812 0.000913633 -8.75558e-05 0.000190713 0.00039536 0.000111282 -0.000153762 0.000203669 0.000111662 0.000539886 0.000200432 0.000695425 -0.000379172 -0.000594816 -9.28038e-05 0.000382521 -0.00109683 3.86585e-06 0.000116018 -0.0001445 0.000322668 0.00115642
internal_weight=0 68517 68495 59224 59161 20120 9271 943 868 50 75 8328 1851 1789 1182 92 57 1090 256 233 43 62 6477 63 5132 4425 246 1729 1676 53 155 1638 458 1180 305 875 687 188 607 92 194 144 72 45 72 211114 2044 370 156 65
internal_count=279631 68517 68495 59224 59161 20120 9271 943 868 50 75 8328 1851 1789 1182 92 57 1090 256 233 43 62 6477 63 5132 4425 246 1729 1676 53 155 1638 458 1180 305 875 687 188 607 92 194 144 72 45 72 211114 2044 370 156 65
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=51
num_cat=0
split_feature=8 7 3 1 1 7 8 2 9 1 4 7 14 14 13 3 6 10 10 8 3 1 7 13 10 13 6 0 10 7 0 0 5 13 13 13 9 10 10 0 8 9 10 10 13 0 4 2 13 0
split_gain=0.00486411 0.00713589 0.00751245 0.025924 0.0199807 0.016006 0.0130427 0.0125175 0.0118214 0.0123188 0.023741 0.0228733 0.0372289 0.0367776 0.0532302 0.0177515 0.0162819 0.0306865 0.0228558 0.0152399 0.013774 0.0154869 0.0212492 0.0173742 0.0135204 0.0127489 0.0149528 0.0142717 0.0171533 0.0156568 0.0127685 0.0125384 0.0112488 0.0216909 0.0132423 0.0138177 0.0172367 0.0259873 0.0115508 0.0111729 0.0109519 0.0106355 0.016123 0.015299 0.0191732 0.0213661 0.0178425 0.0148928 0.0147939 0.0134047
threshold=1.5000000000000002 16.500000000000004 26.500000000000004 3049.3733999235665 3007.5741317529969 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 2.5000000000000004 2438.1594628963853 3.5000000000000004 1.0000000180025095e-35 0.58957219251336912 0.70710784313725505 0.31909090909090915 22.500000000000004 1.0000000180025095e-35 0.56330128205128216 0.16843971631205676 2.5000000000000004 22.500000000000004 2790.319728588885 2.5000000000000004 0.67117117117117131 0.16843971631205676 0.267479674796748 4.5000000000000009 1203.0768547389173 0.69337606837606847 2.5000000000000004 1222.5833773881889 855.39444395686212 3.5000000000000004 0.037749287749287756 0.11237373737373739 0.23861283643892342 1.5000000000000002 0.68819444444444455 0.67054263565891481 1222.5833773881889 4.5000000000000009 3.5000000000000004 0.42705167173252284 0.13714733542319751 0.15075757575757578 1046.9030864338465 8.5000000000000018 4.5000000000000009 0.18301435406698566 828.44638242267558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 40 -7 -5 9 15 -11 12 24 14 -14 -2 17 18 -17 -20 -13 23 32 25 -12 26 -22 28 29 -27 -28 -15 -23 -34 38 36 -36 -38 -35 -10 -4 47 43 -43 45 -45 -47 49 -46 -9
right_child=1 -3 3 7 -6 6 -8 41 39 10 11 20 13 31 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 27 30 -29 -30 -31 -32 -33 33 34 35 -37 37 -39 -40 -41 -42 42 -44 44 48 46 -48 -49 -50 -51
leaf_value=4.3479745263471368e-06 -2.1054597016136606e-05 -0.00083821240875225239 -0.00042905060525602796 0.00043752243173552442 -0.0003844747038266809 0.00020080641756449805 -0.00031680309803050477 -0.00026129811218820862 2.9929183169806902e-05 -0.00044830565312393143 0.00035110599198928194 -0.00034540547068165377 0.0007758606775902817 0.0010595541832077763 0.0034594371347971588 -0.00010560617898590862 8.4467357086351173e-05 0.00012923612315110706 0.00095537452214977323 0.0025850946942227895 -4.8433868662536598e-05 0.00011449511732622557 -0.00095647998043445258 -0.00039163668063764943 -6.0245396205582913e-05 0.00024367999920914333 -0.0012161469615351124 -0.00010286243470580819 0.00057297137536046431 -0.00057653236200656886 8.8317825733004909e-06 -0.00025636456167643808 0.00072202598475130464 -0.00030916240857772122 -0.00070253284560749306 -0.00064798850710934199 -2.46938998461701e-05 0.0020712774199810589 -0.0013943848093269304 -0.00033730631583910595 0.00022055504683818556 -2.1969513722862572e-05 -0.00031307789862195325 0.00039434468137159009 -0.00064982970486968192 0.00066355678416719595 0.0026067991630129871 0.0011918604597061253 0.00017155048895230201 -3.3313189020981895e-05
leaf_weight=194902 48258 26 192 149 366 2918 127 715 15085 428 235 604 94 23 23 20 1134 150 26 32 1913 202 106 324 1332 229 52 363 287 78 36 85 42 41 40 119 50 21 61 210 98 780 226 381 65 27 21 24 350 6561
leaf_count=194902 48258 26 192 149 366 2918 127 715 15085 428 235 604 94 23 23 20 1134 150 26 32 1913 202 106 324 1332 229 52 363 287 78 36 85 42 41 40 119 50 21 61 210 98 780 226 381 65 27 21 24 350 6561
internal_value=0 -1.00016e-05 -9.74742e-06 2.5817e-05 -1.5982e-05 0.000145414 0.000179218 -1.70754e-05 -1.41011e-05 -2.46727e-05 -8.7847e-05 -6.35898e-05 8.78012e-05 0.00068923 0.0013034 -1.60304e-05 0.000161984 0.000547527 0.00135193 0.00185453 -0.00012298 -8.90882e-05 -0.00030589 -4.40369e-05 1.44419e-06 -5.96307e-06 -7.7749e-05 0.000144135 0.000295077 3.52873e-05 -0.000715019 2.38774e-05 -0.000186163 -0.00034855 -0.000483985 -0.000273695 0.000127575 0.000595241 -0.000958168 2.4887e-05 -0.000209529 -2.44782e-05 8.26033e-05 0.000137667 0.000285199 0.00051959 0.00151373 -5.16153e-05 4.29006e-05 -5.57169e-05
internal_weight=0 84729 84703 12634 72069 3335 3045 9299 71703 56408 6788 6360 1792 225 117 49620 1362 228 78 58 4568 3964 682 3282 1567 2958 2001 957 594 307 88 108 576 374 332 230 111 71 102 15295 290 9150 1850 1624 844 429 48 7300 415 7276
internal_count=279631 84729 84703 12634 72069 3335 3045 9299 71703 56408 6788 6360 1792 225 117 49620 1362 228 78 58 4568 3964 682 3282 1567 2958 2001 957 594 307 88 108 576 374 332 230 111 71 102 15295 290 9150 1850 1624 844 429 48 7300 415 7276
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=51
num_cat=0
split_feature=2 1 13 3 12 3 7 0 10 13 6 1 4 9 0 3 12 9 6 0 10 10 10 14 3 4 10 13 10 3 0 6 10 9 10 13 0 9 3 0 0 7 9 10 8 5 6 10 11 11
split_gain=0.00471586 0.0173318 0.0121094 0.0118167 0.0102117 0.00954564 0.0114173 0.0111624 0.0297359 0.0366786 0.0109345 0.0135248 0.0115472 0.0148976 0.0138809 0.01391 0.0126777 0.0105981 0.0132817 0.0105585 0.0103864 0.0100834 0.0112636 0.00999282 0.00997442 0.00954213 0.00916765 0.00912758 0.0200193 0.0144873 0.0158803 0.0248471 0.0157765 0.0172554 0.01569 0.0146828 0.0271098 0.0134168 0.0159921 0.0131533 0.0373116 0.0136601 0.0129113 0.0183567 0.0165211 0.0131739 0.0163412 0.0122599 0.011771 0.0159533
threshold=2.5000000000000004 3049.3733999235665 0.40270270270270275 31.500000000000004 8.5000000000000018 16.500000000000004 5.5000000000000009 1242.5784396434321 0.913664596273292 0.74133811230585434 1.0000000180025095e-35 1834.9472229483665 4.5000000000000009 3.5000000000000004 869.07031931492213 13.500000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1070.0586822807675 0.55718954248366026 0.81322674418604668 0.81016731016731025 0.19399641577060936 19.500000000000004 3.5000000000000004 0.18274582560296851 0.46291208791208799 0.032795698924731186 35.500000000000007 513.92607644211887 1.5000000000000002 0.45584415584415588 2.5000000000000004 0.084523809523809543 0.56330128205128216 1061.8284994139024 2.5000000000000004 13.500000000000002 1095.150540518749 1173.0767376433671 3.5000000000000004 2.5000000000000004 0.096006144393241177 5.5000000000000009 7.5000000000000009 3.5000000000000004 0.7231800766283526 0.47722567287784684 0.037749287749287756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 7 17 10 -9 -10 12 21 16 14 -14 -16 -4 -7 25 23 -21 22 26 -20 -25 -19 -12 -2 37 30 31 32 -30 -34 -32 36 -31 38 -29 41 -41 -37 43 -36 45 48 -47 -33 49 -45
right_child=27 3 5 -5 -6 6 -8 8 9 -11 11 -13 13 -15 15 -17 -18 18 19 20 -22 -23 -24 24 -26 -27 -28 28 29 35 34 47 33 -35 42 39 -38 -39 -40 40 -42 -43 -44 44 -46 46 -48 -49 -50 -51
leaf_value=-5.8564638626193422e-06 -4.7509047837905615e-08 0.00030317622667596538 2.041327732526185e-06 0.001396671992863828 -0.00050640450802651074 6.1295029344185612e-05 -0.00023858340119556825 0.0019581487557540338 0.0010737174724721732 -0.0013700155491408494 -2.3071446049307201e-05 -0.00024121820643591152 0.00012409657400505337 0.0013166989018209279 -0.0011323218730467488 -6.5330982598036749e-05 9.3763659437116488e-05 -0.00034997930657118558 -3.0411360175468657e-05 -1.207366693953032e-05 -0.0010516934157176704 -3.1727355310200393e-05 0.00089113002606226429 0.00037586429982574719 0.0013481144173701685 0.00068470941591907081 7.0261862504792736e-05 -0.00030410250666988047 2.3175940548739055e-05 -0.00012296382337808608 -0.00023850938391696601 0.00024069308733522246 -8.7023883878925573e-05 -0.00046691310677295377 0.00079737851877195818 -0.00015352933643787931 0.0019074754446877966 0.0001381991221034242 5.7632853124698564e-05 -0.0017441633887844343 0.00026155261788833584 0.0010023185449054076 -1.1219199428066182e-06 -0.00011531660286656989 -0.00046564775019464688 0.00034767395933246097 -0.00031152016009810163 -0.00015805126633366314 -0.0012675770013381472 0.00075512713410030559
leaf_weight=97377 88983 210 20609 28 102 8105 293 27 34 28 4737 622 4743 25 32 672 4610 25 136 218 27 14984 38 177 31 205 5918 439 3614 31 1522 1311 2083 349 56 44 35 2565 1005 31 92 61 4581 7735 316 333 131 226 22 53
leaf_count=97377 88983 210 20609 28 102 8105 293 27 34 28 4737 622 4743 25 32 672 4610 25 136 218 27 14984 38 177 31 205 5918 439 3614 31 1522 1311 2083 349 56 44 35 2565 1005 31 92 61 4581 7735 316 333 131 226 22 53
internal_value=0 5.45169e-06 4.83208e-06 0.000431823 -6.38023e-06 2.13182e-05 6.85324e-05 1.36942e-05 0.000573213 -2.99039e-05 1.28204e-05 -1.08391e-05 3.30941e-05 9.89347e-05 9.33456e-05 -0.000113831 1.8808e-05 7.86159e-05 0.000250027 0.000124203 -0.000126644 -5.25838e-06 3.18323e-05 0.000302859 0.000520767 0.000572243 2.87677e-05 -7.73364e-06 -3.34117e-05 -5.16583e-05 -5.62489e-05 2.55354e-06 -4.30806e-05 -0.000141539 -8.64814e-05 0.00029704 0.000953784 6.95687e-05 -5.23407e-05 0.000106929 -0.000243953 0.000517963 -6.89879e-05 -0.000104946 -0.000110829 -9.72773e-05 0.000161565 0.000182062 -0.000112655 -0.000109393
internal_weight=0 164013 163775 238 97479 66296 9217 57079 89 62 56990 26299 30691 5472 5447 704 25219 8924 819 589 245 25677 10693 344 208 230 10655 115618 26635 22626 22332 7583 6046 2432 14749 294 66 4009 1444 228 123 105 13227 8646 8590 8274 464 1537 7810 7788
internal_count=279631 164013 163775 238 97479 66296 9217 57079 89 62 56990 26299 30691 5472 5447 704 25219 8924 819 589 245 25677 10693 344 208 230 10655 115618 26635 22626 22332 7583 6046 2432 14749 294 66 4009 1444 228 123 105 13227 8646 8590 8274 464 1537 7810 7788
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 3 0 1 1 0 3 1 3 1 7 1 5 10 0 10 7 1 10 6 2 0 10 14 4 13 13 13 7 0 14 14 9 10 3 5 10 10 14 14 8 0 3 10 14 0
split_gain=0.00475493 0.0230065 0.0210569 0.0126163 0.0147636 0.0125712 0.0328764 0.0210131 0.0205933 0.0160228 0.012784 0.0245225 0.0271511 0.0229845 0.0208188 0.0178867 0.0122708 0.0122424 0.0110143 0.0109217 0.0104718 0.0106092 0.0111107 0.010234 0.0353924 0.0196601 0.0224078 0.0168229 0.0206103 0.0199999 0.0154111 0.0183075 0.0241974 0.0224011 0.0152251 0.0136694 0.013434 0.02799 0.0223146 0.0197559 0.0184603 0.0157966 0.0148454 0.018687 0.0194186 0.0142939 0.0221028 0.0222973 0.0167907 0.0176811
threshold=11.500000000000002 1268.6169496378952 1396.6810752259844 10.500000000000002 714.86761375774711 13.500000000000002 815.90331358780702 1619.7821490198942 1594.8741267876551 465.25684438145873 15.500000000000002 1901.8677697110745 16.500000000000004 1806.8431918941753 1.5000000000000002 2001.0640350640863 2.5000000000000004 0.82807881773399028 586.28815522224716 0.20881782945736438 1.0000000180025095e-35 1516.8004305328152 0.68819444444444455 1.0000000180025095e-35 3.5000000000000004 658.36447093627214 0.41763565891472876 0.03883861236802414 5.5000000000000009 0.061553030303030311 0.23861283643892342 0.47722567287784684 5.5000000000000009 989.51400485044212 0.60263157894736852 0.032795698924731186 2.5000000000000004 0.36899313501144165 29.500000000000004 5.5000000000000009 0.73431372549019625 0.37668918918918926 0.73798627002288331 0.23166368515205729 2.5000000000000004 765.4296869705621 19.500000000000004 0.49418604651162795 0.52086956521739147 750.05186893448547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 17 -8 -7 -10 13 19 15 14 16 -13 -11 20 -19 -12 -4 22 -22 24 35 26 -25 28 -26 -30 -27 32 -32 -33 -34 -14 45 38 42 -40 41 -39 43 -38 -45 46 -37 48 49 -48
right_child=2 3 5 4 -6 8 7 -9 9 10 11 12 23 -15 -16 -17 -18 18 -20 -21 21 -23 -24 25 27 30 -28 -29 29 -31 31 33 34 -35 -36 36 37 40 39 -41 -42 -43 -44 44 -46 -47 47 -49 -50 -51
leaf_value=2.7296040112442457e-06 6.0422550433580448e-05 -0.00016017029636229249 3.4191380678018884e-05 -3.0237408476984312e-05 -0.00026588089694815987 6.9532260357014903e-05 -0.0015928535541940118 -0.00027073614168552734 0.00017107689924258601 3.2265118017346577e-05 0.00011878370162772478 -7.6658609130160114e-05 -0.00048814280843512755 -0.00014722709904709799 -0.00014097424957259006 -0.00033183921066775625 -5.8212177544644037e-05 -0.00023814941053157087 -5.0321595968912812e-05 3.3951585379162468e-05 -3.2089130603544639e-05 -0.00014610704365218303 0.00021906420239927653 0.00011909396764192093 0.0017277456559240817 -3.9690307316807731e-05 -7.6396567733974258e-05 -0.00012560483259247519 -0.0012128667247121817 0.00045379437653187928 5.9484156927947953e-05 -9.2835663471341833e-05 -0.00051344619949892712 4.99189090158749e-05 0.00075424603819556073 4.6432556532414824e-05 0.00010311720761212092 0.0017181316119967963 0.0021745551030819669 0.00018040373656226115 -0.00026588878415701589 0.0003049468202106127 0.00046988397229374935 -4.0487608610282038e-05 -0.00051146536129407681 -9.8138413630766236e-08 0.00018504546180393212 0.00012676153606064607 0.001252045567955328 0.0010430149594930996
leaf_weight=64320 15329 2866 10665 11626 705 11419 31 984 1353 12775 4984 3053 116 3825 2792 886 5303 863 8165 15892 4195 1888 492 5466 25 37082 2003 4009 22 99 13504 6875 266 4578 26 3163 2464 20 23 27 145 1754 188 1412 259 10757 199 569 83 86
leaf_count=64320 15329 2866 10665 11626 705 11419 31 984 1353 12775 4984 3053 116 3825 2792 886 5303 863 8165 15892 4195 1888 492 5466 25 37082 2003 4009 22 99 13504 6875 266 4578 26 3163 2464 20 23 27 145 1754 188 1412 259 10757 199 569 83 86
internal_value=0 -1.03433e-05 4.10999e-06 -6.56731e-05 -4.37098e-05 -5.6147e-07 -3.18959e-05 -0.000311116 4.86637e-06 -1.88421e-07 -1.78949e-06 4.95075e-06 -5.4187e-06 -3.45518e-05 -1.39009e-05 -0.000134056 5.72451e-06 -2.11068e-05 -6.82763e-05 5.42047e-05 3.59435e-06 -4.60357e-05 -5.72526e-06 -9.72949e-08 2.70651e-05 -9.98939e-06 6.66683e-05 -0.000106405 0.000420796 0.000150765 -1.91751e-05 1.09545e-05 4.97469e-05 -3.57737e-05 -0.000400569 5.31441e-05 5.6113e-05 0.000117348 4.74884e-05 0.00109771 0.000276543 0.000320879 3.53414e-05 1.55847e-05 -0.000113488 3.01798e-05 0.000109619 0.000322914 0.000626204 0.000443942
internal_weight=0 79517 200114 15197 12331 184785 27283 1015 157502 146083 144730 120035 99159 24695 20870 3939 18078 26268 9028 20876 17240 6575 4687 95220 25420 69800 7469 4155 146 121 62331 25249 13796 11453 292 21265 21149 6292 4373 50 1919 1774 4323 4135 1671 14857 4100 937 368 285
internal_count=279631 79517 200114 15197 12331 184785 27283 1015 157502 146083 144730 120035 99159 24695 20870 3939 18078 26268 9028 20876 17240 6575 4687 95220 25420 69800 7469 4155 146 121 62331 25249 13796 11453 292 21265 21149 6292 4373 50 1919 1774 4323 4135 1671 14857 4100 937 368 285
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=51
num_cat=0
split_feature=7 4 0 3 4 13 3 5 0 8 7 5 14 14 10 13 2 0 3 13 1 14 8 1 6 9 3 7 14 3 8 3 0 0 1 6 5 14 5 7 0 1 13 0 10 10 14 5 14 13
split_gain=0.00502689 0.012188 0.0115864 0.0224581 0.0152602 0.0171397 0.0145068 0.0187951 0.0300378 0.0148554 0.0140481 0.0239231 0.0122206 0.023458 0.029977 0.0193561 0.0136408 0.021745 0.0203287 0.0117533 0.027097 0.0114975 0.0112117 0.0109608 0.0106377 0.0105936 0.0105585 0.0109407 0.0110173 0.01014 0.0143627 0.0143616 0.0100387 0.00999174 0.00984354 0.0125815 0.0136597 0.0127345 0.0100583 0.0239923 0.0142937 0.0140582 0.0125851 0.0118488 0.0185175 0.0160758 0.0153695 0.0156593 0.0142189 0.0128515
threshold=1.5000000000000002 16.500000000000004 1086.8692189335923 42.500000000000007 5.5000000000000009 0.77032967032967048 20.500000000000004 4.5000000000000009 1321.1033005038273 3.5000000000000004 5.5000000000000009 14.500000000000002 0.29217479674796754 0.36474501108647456 0.94804318488529027 0.096006144393241177 3.5000000000000004 1173.0767376433671 36.500000000000007 0.79772727272727284 1273.6870778030454 0.31909090909090915 4.5000000000000009 2350.1708904636766 2.5000000000000004 3.5000000000000004 22.500000000000004 6.5000000000000009 0.14434523809523811 31.500000000000004 5.5000000000000009 36.500000000000007 557.89382435932782 1433.692583700579 3616.7164640063575 2.5000000000000004 4.5000000000000009 0.32200460829493094 3.5000000000000004 10.500000000000002 916.44505744395212 2969.5094685919271 0.31909090909090915 841.89925940917726 0.95293466223698797 0.1012820512820513 0.14434523809523811 4.5000000000000009 0.037749287749287756 0.21807065217391305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 34 32 7 8 19 23 12 -12 16 14 15 -14 18 22 -11 20 -4 -16 -18 -8 -17 -5 -25 -28 -29 30 -7 -31 -6 -30 38 -36 -37 -38 41 42 -41 -2 43 44 45 -40 -46 -48 49 -45
right_child=1 -3 6 25 5 29 9 -9 -10 10 11 -13 13 -15 21 24 17 -19 -20 -21 -22 -23 -24 26 -26 -27 27 28 33 31 -32 -33 -34 -35 35 36 37 -39 39 40 -42 -43 -44 48 46 -47 47 -49 -50 -51
leaf_value=3.8191573360773265e-06 -3.4972585914613102e-05 0.0011649052593962882 0.001443744220644779 0.0015010207445205501 0.0002321297962620551 0.00018163039696304361 0.000119677612968426 -0.0013545782805571484 0.0014072799190346685 -0.00028598559413679932 -0.00074410255652736484 0.00082086498150601983 4.1027104349008628e-06 -0.00010517147739932117 -0.0011066803388530388 0.0023141607189713148 -0.0010025719401892275 -0.0018118253709604581 0.00032003467318752565 -0.0010087509700144662 -0.0002611756585101392 0.00032284919348640897 0.00060034454800188546 -0.00022009576492446173 0.00086863146367250016 0.00019084895999791723 7.0683508207755381e-06 -0.00077275284218278383 -0.0002598916070277229 0.001582451374270022 -0.00080164850652708034 -7.8225684979849552e-05 9.8896950321040674e-06 0.00081453016553915893 0.00041909798069923455 0.00033155045445406965 -0.0013927161242463628 6.4137457520700998e-05 0.00028737181171636754 0.0016917369400342816 9.80222219368443e-05 -0.00045362648244359787 -4.2894548347058623e-05 0.00090971712101825585 -0.00013557729999656262 3.1993523794719821e-05 -0.00011813717687295543 0.0012513364393152704 -4.2268597482914106e-05 -0.00052519109216518699
leaf_weight=211114 27391 22 24 36 523 1638 1345 37 28 744 191 28 21 503 22 35 20 34 170 49 805 39 24 707 20 27 4179 91 129 30 38 23 17868 26 32 24 60 20 829 34 24 202 5343 71 46 2401 27 92 2425 20
leaf_count=211114 27391 22 24 36 523 1638 1345 37 28 744 191 28 21 503 22 35 20 34 170 49 805 39 24 707 20 27 4179 91 129 30 38 23 17868 26 32 24 60 20 829 34 24 202 5343 71 46 2401 27 92 2425 20
internal_value=0 -1.17676e-05 -1.21455e-05 -4.00916e-06 -5.01391e-06 3.03596e-05 -6.41211e-05 -0.00024999 -0.00020488 -4.30747e-05 -0.000167993 -0.000544015 -0.000117534 5.28083e-05 0.000632836 0.00129545 -0.000227432 -0.000862118 -0.000173268 -0.000256293 -0.000211817 -0.000192719 -0.000128254 -7.37555e-06 0.00178851 0.000939519 -4.06738e-05 -1.20068e-05 -0.000336052 0.000180869 0.000159336 0.00086178 1.62097e-05 -7.9666e-05 -2.32439e-05 -0.000447881 -0.000714644 -0.0010285 -2.17595e-05 1.79469e-05 0.00103227 -3.80374e-05 1.27193e-05 6.29892e-05 0.000123931 9.7538e-05 0.000640586 0.000940616 -1.92429e-05 0.000594353
internal_weight=0 68517 68495 59224 59161 20120 9271 943 906 8328 1851 219 1632 640 137 76 992 78 914 878 829 61 44 6477 55 63 5132 4425 246 1729 1676 53 18391 155 39041 136 104 80 38905 11312 58 27593 11254 5911 3395 3230 165 119 2516 91
internal_count=279631 68517 68495 59224 59161 20120 9271 943 906 8328 1851 219 1632 640 137 76 992 78 914 878 829 61 44 6477 55 63 5132 4425 246 1729 1676 53 18391 155 39041 136 104 80 38905 11312 58 27593 11254 5911 3395 3230 165 119 2516 91
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=51
num_cat=0
split_feature=8 12 4 0 1 1 3 0 14 6 1 3 1 5 14 3 6 9 6 1 0 10 0 0 9 10 10 7 3 4 1 10 1 12 13 14 0 13 12 1 4 14 5 3 3 4 7 2 10 0
split_gain=0.00477397 0.0059774 0.00718497 0.0486438 0.0337466 0.0106238 0.014086 0.0109321 0.00926014 0.00916045 0.00839352 0.00828256 0.0170054 0.0172793 0.0135201 0.0112446 0.0131208 0.018221 0.0125488 0.0111854 0.0118791 0.0104155 0.00916148 0.0110146 0.00822788 0.0104724 0.0081407 0.0078728 0.0076861 0.0122523 0.009726 0.00754142 0.00754278 0.00748662 0.00740641 0.00730717 0.00715319 0.00709926 0.0114058 0.0107575 0.0083585 0.0127204 0.01043 0.0145626 0.00987847 0.00923695 0.010187 0.00878057 0.00851476 0.0137657
threshold=1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 1289.0088005912796 1419.6941230302543 1558.814692156295 13.500000000000002 858.45016876509555 0.043961352657004842 8.5000000000000018 1523.6644506230164 23.500000000000004 2846.3956359091098 2.5000000000000004 0.66260162601626027 24.500000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 1697.8650502057942 848.41687930959222 0.77913279132791347 773.3327466365821 865.45763568221207 2.5000000000000004 0.28759398496240607 0.47673160173160178 2.5000000000000004 17.500000000000004 1.5000000000000002 1941.0300553547174 0.41277890466531447 1262.5852040579243 1.5000000000000002 0.27718676122931446 0.31909090909090915 459.74851606742703 0.077677224736048281 10.500000000000002 3297.5540643465279 3.5000000000000004 0.074537037037037054 5.5000000000000009 28.500000000000004 23.500000000000004 9.5000000000000018 3.5000000000000004 1.5000000000000002 0.67054263565891481 1289.0088005912796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 -4 36 -8 19 13 14 26 -14 27 24 -19 20 21 31 -15 -24 34 -26 -13 -17 30 -30 33 32 -10 -9 -18 -28 -7 38 -3 -40 47 42 43 44 -42 46 -45 -39 -43 -50
right_child=-2 37 8 4 -6 7 10 28 11 -11 -12 12 15 22 -16 16 17 18 -20 -21 -22 -23 23 -25 25 -27 35 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 40 39 -41 41 48 -44 45 -46 -47 -48 -49 49 -51
leaf_value=1.0500461043711143e-07 -5.1135382532589015e-06 -3.4747868348258923e-06 -0.00069846812285028316 -0.0030346298156390815 -0.00039653800281316598 0.00013565064736337251 7.3900056400428267e-05 0.00016259643771714114 0.00084707041147767627 0.00089754542180647465 0.00033145511656987802 0.00028609113126576907 -0.0010605950320426089 0.00017761526105459781 0.0010346571487995484 0.00011752716027726622 -0.00075373261544530498 -0.00031443435549259781 0.0012469769541865155 -9.2498575872080556e-06 0.001071641890621322 1.2927690685788253e-05 0.0019926906045940186 0.00082289244827837978 -0.0019020176393678414 -0.00036699823802337054 -0.0011099383955297526 0.0014120625637588091 0.001110106360840077 0.0001363994903971327 -0.0003303262945852146 0.00037028252082173073 8.6761382602103677e-05 -6.045181914954421e-05 0.00028768677975198157 -1.9196591678979422e-05 -9.0786978368151584e-05 -0.00095594843248060588 -0.00019657848968303629 -0.0016502233041683211 -1.459846716042543e-05 0.00011021492992773655 -0.00080090816190931953 0.0014002721956874267 -0.00033318862693597438 -4.0769653278402987e-05 8.5567326649375587e-05 1.8339820188536668e-06 1.2865325120602574e-05 0.00055759648564750988
leaf_weight=49109 173399 11839 42 22 27 365 951 636 34 24 474 66 26 34 33 23 31 22 31 5354 32 1496 27 79 20 25 28 24 34 649 212 456 804 921 38 34 7845 24 35 20 2307 8757 44 41 272 40 23 8117 4566 119
leaf_count=49109 173399 11839 42 22 27 365 951 636 34 24 474 66 26 34 33 23 31 22 31 5354 32 1496 27 79 20 25 28 24 34 649 212 456 804 921 38 34 7845 24 35 20 2307 8757 44 41 272 40 23 8117 4566 119
internal_value=0 8.34666e-06 -1.81217e-07 -6.23677e-06 -0.00158099 -4.97635e-06 4.60176e-06 -5.02711e-05 4.21772e-05 -7.78686e-05 0.000159571 4.57458e-05 0.000235216 0.000485531 0.000132265 -7.8721e-05 4.05721e-05 -0.000167127 0.000598844 3.32087e-05 0.000113762 0.000102776 0.000891786 0.00112086 -0.000523236 -0.00104923 -0.000100382 0.000778567 4.24033e-05 0.000184871 -1.26026e-05 0.00020665 0.000117609 3.06585e-05 -0.000180197 -0.00051179 -8.072e-05 2.48418e-05 -6.81207e-06 -0.000725177 4.03289e-05 6.11325e-05 -3.73295e-05 -2.48071e-05 -4.81993e-05 0.000555273 0.0009278 -9.896e-07 8.11077e-05 2.67016e-05
internal_weight=0 106232 70028 61269 49 61220 50534 10686 8759 8234 1425 8717 541 301 161 240 214 167 53 8176 2822 2790 140 106 114 45 128 47 2452 683 1769 1294 838 1557 69 62 8210 36204 11894 55 24310 16169 2727 2683 2579 104 64 8141 13442 4685
internal_count=279631 106232 70028 61269 49 61220 50534 10686 8759 8234 1425 8717 541 301 161 240 214 167 53 8176 2822 2790 140 106 114 45 128 47 2452 683 1769 1294 838 1557 69 62 8210 36204 11894 55 24310 16169 2727 2683 2579 104 64 8141 13442 4685
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=51
num_cat=0
split_feature=7 3 0 1 3 10 1 11 14 14 0 9 10 2 1 6 0 2 6 0 4 8 10 3 5 14 14 1 14 3 0 6 10 0 14 5 13 0 12 3 10 10 4 10 0 3 10 1 13 5
split_gain=0.00479529 0.00713364 0.0155565 0.0134186 0.0165053 0.0112705 0.0108208 0.0103033 0.00850418 0.0160157 0.0103667 0.00900663 0.0146803 0.0132023 0.00913526 0.00987855 0.0112659 0.0080809 0.0113071 0.0108474 0.00986067 0.00978998 0.0127751 0.0167035 0.00955099 0.00909723 0.0117643 0.013244 0.0127202 0.0120772 0.0122892 0.0105919 0.00983812 0.0276532 0.0141558 0.0171764 0.0121536 0.00930702 0.0143068 0.0187663 0.0127848 0.00998363 0.0141513 0.0107105 0.0106957 0.0123386 0.0110706 0.0114334 0.0180166 0.0108768
threshold=1.0000000180025095e-35 13.500000000000002 1364.7041533538422 1723.9474886893252 14.500000000000002 0.96490147783251246 1664.7529255167353 0.15587044534412958 0.29864864864864871 0.15075757575757578 1264.1367493995072 2.5000000000000004 0.16472868217054268 2.5000000000000004 919.5133051339742 1.0000000180025095e-35 468.21736023005212 3.5000000000000004 1.0000000180025095e-35 473.58088045802202 9.5000000000000018 2.5000000000000004 0.74133811230585434 24.500000000000004 8.5000000000000018 0.28062500000000007 0.7231800766283526 2503.1236745302976 0.81980519480519487 22.500000000000004 831.91154688670701 1.5000000000000002 0.95293466223698797 1061.8284994139024 0.10582306830907055 5.5000000000000009 0.65108695652173931 1222.5833773881889 1.5000000000000002 22.500000000000004 0.96225071225071235 0.48074074074074075 10.500000000000002 0.46770833333333339 903.47680643148226 22.500000000000004 0.7231800766283526 2875.3264341504796 0.067424242424242428 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 7 8 17 9 11 -10 12 13 -1 -14 -16 -17 18 20 -19 24 22 -22 -24 -6 32 37 29 -29 -28 -31 -30 -20 34 35 -34 -36 40 39 -39 41 42 43 -27 45 -43 -46 -48 -49 -47
right_child=-2 3 -4 4 5 -7 -8 -9 10 -11 -12 -13 14 -15 15 16 -18 19 25 -21 21 -23 23 -25 -26 26 27 28 31 30 -32 -33 33 -35 36 -37 -38 38 -40 -41 -42 44 -44 -45 46 49 47 48 -50 -51
leaf_value=-0.00010857590341905525 -5.862984197480414e-06 7.3822625266475951e-05 -0.0012753334449371323 -0.00012564872847815084 5.5145382534346777e-05 0.00034987756086290274 -0.00018550619957195022 -0.00034626873848583964 -1.2618231199921165e-05 5.977495848865152e-05 0.00094973806325080151 0.00011232671980856778 -0.0001980101976087283 -0.00048007382278166043 4.7750984831994494e-05 0.00026675802383434641 -0.00011423798743660351 0.00020764750284066468 -1.4379256385892091e-05 -6.0461159179031843e-05 0.00014839330764578152 -0.00053366769279818984 0.00051938031800091266 0.0022775683964771981 0.00050168731875841757 0.00010425152175246337 -4.2473969327964376e-05 -0.00097375399758401404 -0.0012216304184403271 0.0014658442422471666 -0.0001694057320128195 2.2712082777693237e-05 -0.00068586014424605916 6.7566133077059853e-05 -0.00072280207157945529 0.00062345538144866223 -0.0020092555731978444 0.0021615012224925601 0.00019793730872187944 0.00016284165055064175 -0.00098739761441689116 6.4136323700280959e-05 0.0014216011567484766 0.00068327619956107819 -0.00032471160926453654 0.001394402608980961 -4.5699752369245895e-05 0.0018415168897869688 -5.5264896238969098e-05 0.00022942361024701422
leaf_weight=1364 155195 9956 24 2154 11562 252 796 197 49158 13666 28 1105 592 290 4736 214 2079 408 11211 5008 59 20 35 22 121 3067 1706 73 20 27 20 118 60 364 146 43 21 23 279 24 29 1479 21 82 372 33 1269 21 31 51
leaf_count=1364 155195 9956 24 2154 11562 252 796 197 49158 13666 28 1105 592 290 4736 214 2079 408 11211 5008 59 20 35 22 121 3067 1706 73 20 27 20 118 60 364 146 43 21 23 279 24 29 1479 21 82 372 33 1269 21 31 51
internal_value=0 7.31224e-06 -2.56261e-06 2.18258e-05 9.02084e-06 1.65998e-05 -2.14998e-06 1.43909e-05 -1.56975e-07 2.42119e-05 -1.20704e-05 -2.26094e-05 -3.86854e-05 -0.000173712 -9.38039e-06 6.50649e-06 -7.86806e-05 1.62693e-05 2.57168e-05 -4.02639e-05 6.46977e-05 0.00048799 0.000664138 0.00119798 5.97702e-05 3.34119e-06 4.2021e-05 -6.5737e-05 -0.000439984 -2.06908e-05 0.000769993 -0.000157627 -2.52156e-05 -0.000216833 -0.000600246 -0.000139253 -0.000884572 7.32312e-05 0.000333887 0.00114091 6.00672e-05 6.47943e-05 0.000127956 0.000119329 3.30051e-06 9.76158e-05 -8.37726e-05 -1.5923e-05 0.000710743 0.000687094
internal_weight=0 124436 74052 50384 40428 38274 74028 38022 73232 24046 49186 10380 9275 1654 7621 7029 2293 37825 32409 5416 11819 136 116 57 11683 20590 8745 1964 211 1753 47 138 11845 634 270 103 167 6781 326 47 6455 6426 3170 3149 3256 1563 1693 1321 52 84
internal_count=279631 124436 74052 50384 40428 38274 74028 38022 73232 24046 49186 10380 9275 1654 7621 7029 2293 37825 32409 5416 11819 136 116 57 11683 20590 8745 1964 211 1753 47 138 11845 634 270 103 167 6781 326 47 6455 6426 3170 3149 3256 1563 1693 1321 52 84
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=51
num_cat=0
split_feature=3 1 1 3 4 1 1 0 7 1 8 7 3 8 0 14 3 14 9 14 14 5 4 5 3 1 4 0 3 1 5 1 5 7 13 9 0 1 7 13 8 5 1 12 10 3 14 14 9 8
split_gain=0.00473877 0.041162 0.025563 0.0230604 0.0206256 0.0198637 0.0176452 0.0161934 0.0130799 0.0154985 0.0129333 0.0144095 0.0173519 0.0127439 0.0146846 0.0124263 0.0132248 0.0218537 0.01237 0.0128671 0.013691 0.0145684 0.0119601 0.0117927 0.0115689 0.0141795 0.0154828 0.0150692 0.015048 0.0145538 0.01418 0.0140813 0.0134504 0.0133554 0.0129806 0.0129249 0.0126636 0.0133707 0.0218666 0.0197294 0.0157234 0.0139693 0.013737 0.0173832 0.0223388 0.0118304 0.0116345 0.0361102 0.0114997 0.0113219
threshold=17.500000000000004 1941.0300553547174 2118.0588098971061 19.500000000000004 6.5000000000000009 2217.1926524768464 2287.1494267431067 1078.5099592134823 2.5000000000000004 1856.8865825385751 2.5000000000000004 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 781.39118733466205 0.92450142450142458 24.500000000000004 0.04210992907801419 2.5000000000000004 0.6984848484848486 0.16496598639455784 7.5000000000000009 7.5000000000000009 10.500000000000002 21.500000000000004 2554.1430983545456 3.5000000000000004 607.80887334671706 23.500000000000004 2669.2593881982461 2.5000000000000004 2438.1594628963853 4.5000000000000009 1.5000000000000002 0.26006441223832533 2.5000000000000004 629.85404376512713 2364.0969371768856 3.5000000000000004 0.91833333333333345 1.5000000000000002 3.5000000000000004 2423.1344677252664 1.5000000000000002 0.19756097560975613 25.500000000000004 0.59317129629629639 0.61651583710407254 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 5 -1 -4 15 10 9 -2 11 12 -3 -7 -15 16 17 -5 19 20 -10 -22 -11 -17 31 26 27 -26 29 30 34 33 -31 -8 -27 -28 -37 38 41 42 -40 -38 43 -39 -45 -29 -33 -48 -36 -47
right_child=2 7 3 6 -6 13 24 -9 18 22 -12 -13 -14 14 -16 23 -18 -19 -20 -21 21 -23 -24 -25 25 28 35 45 -30 32 -32 46 -34 -35 48 36 37 39 40 -41 -42 -43 -44 44 -46 49 47 -49 -50 -51
leaf_value=-1.5469665881936462e-06 0.00029984206987955985 -0.00015265942902364357 -1.7434277641372735e-05 -0.0013898541071685033 0.00012192730036412055 -5.2324598750804331e-05 2.8287889119058264e-05 -0.0006677255652530723 4.9521588686784665e-05 6.3299020105137978e-05 -0.00034863378876149166 -0.00016497611614134738 3.5722537615521235e-05 -0.00013801857865488806 -0.00039576900019638623 -0.00019490478169457873 0.00091855807865310148 9.08184612022476e-05 0.00016124872140295532 0.00010293603102419708 -0.0001646807342159316 -0.00094527201905410989 0.00030712989562133085 0.00087467851850238669 0.00056122506348286539 -1.3243694872889753e-05 4.5001821943029784e-05 -0.00021815773248529905 5.9174295296575908e-06 -0.00017844320947561245 -0.00012274350072046626 -0.00017447613498835214 -0.00085951087042207975 -0.0001370984126873896 -0.00030818023826353826 1.16852838015332e-05 6.5725968202709085e-05 0.0008142038266999986 0.00072419973915781484 -0.0007659976745489985 -0.0011263713890609021 0.0013428436672496661 0.00031178483737536811 -0.00082106681266191125 0.00020708886262842238 0.00076897222214260155 0.0018218855652958157 -6.5710832506983875e-05 0.0004095100991713779 -0.00010299306547724653
leaf_weight=177094 800 1928 5942 25 3448 1570 4852 127 881 12500 492 3424 3340 1447 894 566 48 7778 829 964 1664 62 524 27 79 992 5765 966 29646 1571 1752 2635 76 1631 65 762 28 44 22 50 24 91 1252 100 112 63 30 163 395 91
leaf_count=177094 800 1928 5942 25 3448 1570 4852 127 881 12500 492 3424 3340 1447 894 566 48 7778 829 964 1664 62 524 27 79 992 5765 966 29646 1571 1752 2635 76 1631 65 762 28 44 22 50 24 91 1252 100 112 63 30 163 395 91
internal_value=0 -4.47596e-06 9.46529e-06 -3.99938e-06 8.11151e-07 -7.50304e-05 7.34353e-06 -0.000106994 6.23324e-05 8.62303e-05 -9.924e-05 -8.51234e-05 -3.32221e-05 -0.000162536 -0.00023645 7.44944e-05 9.11642e-05 8.60745e-05 -1.27504e-05 -5.31439e-05 -0.000110858 -0.000192721 7.31092e-05 -0.000146205 -3.30337e-06 7.42334e-06 6.16906e-05 -0.000106197 -7.4409e-06 -8.90779e-05 -2.69849e-05 -5.39312e-05 -0.000209871 -1.33202e-05 8.85586e-05 8.60903e-05 0.000181412 0.000256474 0.000684476 0.000211147 -0.000241316 0.00104235 0.000243546 -9.01866e-05 -0.00027789 -0.000153275 -0.000147029 0.000227698 0.000308097 0.00025372
internal_weight=0 189853 89778 71554 180542 9853 61701 9311 18224 13824 9184 8692 5268 3911 2341 8444 7851 7803 4400 3571 2607 1726 13024 593 53257 43946 9449 1199 34497 4851 3204 9311 1647 6483 1452 8250 2485 1723 165 1558 46 119 1508 256 212 1120 2828 193 460 154
internal_count=279631 189853 89778 71554 180542 9853 61701 9311 18224 13824 9184 8692 5268 3911 2341 8444 7851 7803 4400 3571 2607 1726 13024 593 53257 43946 9449 1199 34497 4851 3204 9311 1647 6483 1452 8250 2485 1723 165 1558 46 119 1508 256 212 1120 2828 193 460 154
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=51
num_cat=0
split_feature=7 4 0 3 4 13 3 5 0 10 13 8 7 13 1 4 13 0 9 4 6 5 3 1 0 0 3 14 1 13 1 10 1 14 3 14 5 1 9 6 13 5 2 2 10 6 1 14 9 10
split_gain=0.00480088 0.0110109 0.0105124 0.0202934 0.0131959 0.0152706 0.0129242 0.0170583 0.0274935 0.0137079 0.0178027 0.0170031 0.0188855 0.0105454 0.0245219 0.00999404 0.0149389 0.0102085 0.00996955 0.0131357 0.0120375 0.0115776 0.0188382 0.0141689 0.0106375 0.00987029 0.00995331 0.0211958 0.0285683 0.0500538 0.0485142 0.0266101 0.0382927 0.0208637 0.0143869 0.0123049 0.0140364 0.00969811 0.00956069 0.00925016 0.0132137 0.0107506 0.0151688 0.0106911 0.0235534 0.0186358 0.0239192 0.0206697 0.0174989 0.0218937
threshold=1.5000000000000002 16.500000000000004 1086.8692189335923 42.500000000000007 5.5000000000000009 0.77032967032967048 20.500000000000004 4.5000000000000009 1321.1033005038273 0.967204301075269 0.15504807692307696 1.5000000000000002 3.5000000000000004 0.79772727272727284 1273.6870778030454 10.500000000000002 0.48212005108556838 1242.5784396434321 2.5000000000000004 8.5000000000000018 1.5000000000000002 3.5000000000000004 29.500000000000004 2503.1236745302976 611.80760200160705 1289.0088005912796 22.500000000000004 0.24190177638453506 1493.6456239972256 0.24695121951219515 1368.7962938988553 0.92724867724867732 2571.3753443570063 0.61200716845878145 21.500000000000004 0.065942028985507259 2.5000000000000004 2099.0805765883247 3.5000000000000004 6.5000000000000009 0.061553030303030311 7.5000000000000009 3.5000000000000004 3.5000000000000004 0.57359307359307377 2.5000000000000004 3521.6014656366374 0.14434523809523811 3.5000000000000004 0.063508064516129045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 4 -2 -6 7 8 13 -8 -11 12 -12 14 -4 -13 17 -17 20 37 -7 24 23 -23 -22 39 27 31 30 34 33 32 -27 -29 -30 -33 -37 -20 -5 43 41 42 -41 -1 45 47 -47 -45 49 -49
right_child=1 -3 6 38 5 18 9 -9 -10 10 11 15 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 28 29 -31 -32 35 -34 -35 -36 36 -38 -39 -40 40 -42 -43 -44 44 -46 46 -48 48 -50 -51
leaf_value=4.9546322232241237e-06 -2.2016409763190126e-05 0.0011069092100528494 0.0013740445096118493 0.0014262226565430562 1.4473811443622232e-05 0.00021928012004062875 -2.1543884108923794e-05 -0.001289119086435971 0.0013485432402896031 -0.00048617518649624465 0.0019139093098878538 -0.0002818599012530606 -3.581812596638446e-05 -0.00095576088113709693 -0.0002478431570085569 0.0017640657094307244 -0.00072025528177618989 0.00024850725838315317 0.00069197981201630848 0.0012972041686427677 -0.00094402609075504285 -0.00019256983369962465 0.00053681852613491092 -0.0011328804278746248 0.000200327422548567 -0.0023542256475510923 0.00016494542178841493 0.001272437323461331 0.0015087142380070873 -0.0024596697237575429 0.0030319458212364806 -0.00076252411374644867 -0.0003923885153127041 -0.00093088791472837338 -7.3565298511062336e-05 -3.7718896761141494e-05 0.0015156727186667223 0.00013349698437213072 0.00018155946260473382 -0.00048151536514827361 0.00031055504121210378 -0.0010904950066469609 0.00084037083669339643 5.6797088232429601e-05 -0.00024590505491119076 0.00018153433219347218 -0.00025930145338466188 -0.00026717609301385318 -0.00020839752343492957 2.9809823338676278e-05
leaf_weight=195905 39041 22 24 36 18391 827 7593 37 28 379 23 241 27 49 805 20 20 25 110 36 22 86 44 75 264 33 1674 21 20 20 22 21 101 22 51 33 26 265 27 60 497 30 34 2954 1280 1878 368 794 2429 2841
leaf_count=195905 39041 22 24 36 18391 827 7593 37 28 379 23 241 27 49 805 20 20 25 110 36 22 86 44 75 264 33 1674 21 20 20 22 21 101 22 51 33 26 265 27 60 497 30 34 2954 1280 1878 368 794 2429 2841
internal_value=0 -1.15e-05 -1.18592e-05 -4.10913e-06 -5.06424e-06 2.78299e-05 -6.13674e-05 -0.000236805 -0.00019383 -4.15021e-05 -0.000247683 6.21764e-06 0.000861056 -0.000243017 -0.000200889 -0.000133462 0.000416752 0.000922089 0.000169896 0.0003849 0.000102849 -9.32569e-05 -0.000380034 -0.000630603 0.0001123 3.73232e-06 0.000113073 -0.000121615 0.000321625 -0.00025023 0.00112222 -0.000444724 -0.000875528 0.000145155 0.000372147 0.000276872 0.000646827 0.000297319 0.000892796 2.66333e-06 0.000195351 -0.000266396 -3.38631e-06 2.08929e-06 -4.266e-05 -1.9564e-05 0.000109305 -5.16597e-05 -0.000104493 -3.50614e-05
internal_weight=0 68517 68495 59224 59161 20120 9271 943 906 8328 735 356 50 878 829 306 65 45 1729 411 1318 491 205 161 286 211114 2044 370 156 91 65 214 134 43 71 80 59 375 63 209070 621 124 94 208449 12544 11264 2246 9018 6064 3635
internal_count=279631 68517 68495 59224 59161 20120 9271 943 906 8328 735 356 50 878 829 306 65 45 1729 411 1318 491 205 161 286 211114 2044 370 156 91 65 214 134 43 71 80 59 375 63 209070 621 124 94 208449 12544 11264 2246 9018 6064 3635
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=51
num_cat=0
split_feature=8 3 1 1 7 7 1 2 9 14 0 8 14 3 5 12 5 0 1 13 1 12 13 14 10 4 0 14 13 5 0 9 6 10 2 0 7 0 14 6 9 10 13 0 13 4 13 0 7 10
split_gain=0.00463195 0.00713754 0.0236271 0.0177782 0.0140167 0.0105212 0.0116464 0.0104507 0.010261 0.0100859 0.013621 0.0107403 0.0106734 0.0121669 0.012257 0.0113745 0.0148937 0.0119635 0.0107008 0.0106314 0.0219409 0.0163604 0.0145379 0.0104512 0.0108755 0.0115255 0.0106949 0.0104081 0.0100707 0.00999295 0.0103391 0.00997874 0.0162197 0.0140483 0.0121917 0.0119188 0.0134988 0.0136556 0.0223576 0.0120628 0.0262669 0.0116246 0.0194463 0.0201042 0.0163067 0.0161685 0.0116253 0.0115546 0.011411 0.0108083
threshold=1.5000000000000002 26.500000000000004 3049.3733999235665 3007.5741317529969 1.0000000180025095e-35 4.5000000000000009 2408.1508409761141 2.5000000000000004 2.5000000000000004 0.063164893617021281 957.12540010465557 7.5000000000000009 0.067424242424242428 29.500000000000004 13.500000000000002 3.5000000000000004 8.5000000000000018 983.43194644661196 3007.5741317529969 0.14459930313588851 2904.5200653263769 5.5000000000000009 0.14142857142857146 0.16064516129032261 0.85092592592592597 3.5000000000000004 983.43194644661196 0.21132376395534294 0.072299651567944254 6.5000000000000009 895.46853471908219 3.5000000000000004 7.5000000000000009 0.42705167173252284 4.5000000000000009 828.44638242267558 9.5000000000000018 1146.5960345662522 0.080540540540540564 8.5000000000000018 2.5000000000000004 0.13714733542319751 0.15075757575757578 1046.9030864338465 1.0000000180025095e-35 8.5000000000000018 0.18301435406698566 895.46853471908219 4.5000000000000009 0.45080645161290328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 8 -7 -4 -2 10 -6 12 -11 14 15 -14 19 28 29 21 27 22 -17 -13 25 -25 -26 -21 -18 -15 -31 34 33 41 35 48 39 38 -38 -37 -41 -33 43 44 -43 -45 -44 -46 -9 -35
right_child=1 2 7 -5 9 6 -8 31 -10 11 -12 23 13 18 -16 16 17 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 -30 30 -32 32 -34 49 -36 36 37 -39 -40 40 -42 42 46 45 47 -47 -48 -49 -50 -51
leaf_value=4.2429430089306298e-06 -2.1646933624666017e-05 -0.00019351819813139096 0.00039926350917866387 -0.00036343307457307257 0.00084412873391993349 -6.7789364788125811e-05 -0.00043713038644193031 -0.00030205877475569895 2.484822160118829e-05 -0.00093565826113759128 0.0001615604951687353 -0.0012116494046774907 3.1814173036515621e-05 -0.00050085526282518092 0.0013654846878489481 0.00044182500095794452 0.00081484161317348482 -0.0011896392582425976 0.0009974772282992097 0.00081074766848982308 0.00021768793986882076 -0.00025456272152517322 -0.00088349535309878945 -0.0014199991214453528 0.0012182991425146138 0.00022117874526884408 -0.00026185175542755483 0.0018790351627588583 -0.00049146219421850729 0.0012161180882581642 0.00025392849267808599 -2.853463197000469e-05 0.0011794281686007076 -0.0011770866628672419 0.0010759503779506001 -1.46482223927482e-05 0.00090672413411084561 -0.0014554907419634137 -0.0012297857368442542 -9.6002210470725843e-05 -0.0018643397904400316 -0.00028271955726049319 -0.00062321979480657326 0.00063311261280129356 0.0003122748004620536 0.0024829528959734101 0.00011050566860844351 0.00098038198646942265 0.00047403639981377063 -0.00017092155440915729
leaf_weight=194902 55546 290 149 366 125 772 295 664 15090 22 176 26 1390 33 20 348 25 29 74 95 194 151 22 23 23 20 26 30 36 35 138 760 33 31 24 6377 25 33 24 84 28 79 64 27 203 21 345 95 51 192
leaf_count=194902 55546 290 149 366 125 772 295 664 15090 22 176 26 1390 33 20 348 25 29 74 95 194 151 22 23 23 20 26 30 36 35 138 760 33 31 24 6377 25 33 24 84 28 79 64 27 203 21 345 95 51 192
internal_value=0 -9.76004e-06 2.48646e-05 -1.58424e-05 0.000138712 -1.40681e-05 -0.000169903 -1.61175e-05 -1.17142e-05 0.000170188 0.000445019 0.000140215 0.00016106 0.000170269 0.000132997 0.000122372 0.000257722 -0.000353568 0.000481755 0.000323218 0.000550544 0.000184029 0.000363022 -0.000326496 -7.63442e-05 -0.000656661 0.000432913 0.00106714 4.39082e-05 0.000296495 0.000448591 -2.28742e-05 8.08626e-05 6.09107e-05 -4.91277e-05 -5.28337e-05 -3.17388e-05 -0.000669243 -0.00013973 -2.36828e-05 -0.000538087 0.000112912 0.000241808 0.000478657 0.00035595 0.00144242 -4.30712e-06 0.000525262 -0.000246701 -0.000310792
internal_weight=0 84729 12660 72069 3351 71703 1067 9309 70636 3061 301 2760 2642 2620 2340 2320 930 90 280 840 319 521 370 118 92 43 49 125 61 206 173 9160 1850 1817 7310 7286 6571 82 49 6489 112 1594 834 425 377 48 409 298 715 223
internal_count=279631 84729 12660 72069 3351 71703 1067 9309 70636 3061 301 2760 2642 2620 2340 2320 930 90 280 840 319 521 370 118 92 43 49 125 61 206 173 9160 1850 1817 7310 7286 6571 82 49 6489 112 1594 834 425 377 48 409 298 715 223
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=51
num_cat=0
split_feature=0 1 1 1 10 7 3 1 3 1 1 0 7 10 12 6 10 1 13 13 9 10 0 12 9 0 10 13 14 12 9 10 1 9 5 3 0 8 10 5 8 13 9 0 4 8 10 13 3 1
split_gain=0.00456724 0.0066078 0.00607516 0.00502435 0.00504282 0.00487434 0.00649045 0.0313178 0.0212317 0.0197692 0.0167869 0.0170238 0.0302729 0.0191116 0.0179687 0.0230229 0.0182892 0.0152644 0.0137194 0.023807 0.0160253 0.0236461 0.0186477 0.0158528 0.0135357 0.0187728 0.0128529 0.0178528 0.0261408 0.0236491 0.0408114 0.0328002 0.0316879 0.0156273 0.0177784 0.0168239 0.0161253 0.014594 0.0147069 0.0144411 0.0141007 0.016368 0.0130231 0.012925 0.012547 0.0124447 0.0123843 0.0121543 0.0118381 0.0314315
threshold=355.87763915758541 985.46635494155419 1211.5793045386051 1050.5572866626042 0.6198686371100165 1.0000000180025095e-35 29.500000000000004 3091.4684149673285 26.500000000000004 3438.6371619929478 2790.319728588885 752.62734794289941 2.5000000000000004 0.35805860805860812 5.5000000000000009 3.5000000000000004 0.16472868217054268 3364.5296915318181 0.29478609625668456 0.21807065217391305 3.5000000000000004 0.32071428571428579 1135.086528240877 5.5000000000000009 4.5000000000000009 1070.0586822807675 0.267479674796748 0.040408163265306128 0.35805860805860812 4.5000000000000009 2.5000000000000004 0.15075757575757578 2818.3175397299569 2.5000000000000004 4.5000000000000009 25.500000000000004 995.44446815408207 3.5000000000000004 0.96076923076923093 1.5000000000000002 1.5000000000000002 0.15075757575757578 2.5000000000000004 947.46592333298213 7.5000000000000009 1.5000000000000002 0.65058139534883741 0.33712121212121215 21.500000000000004 2408.1508409761141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 8 10 18 48 14 26 -14 15 16 -12 -8 19 20 22 -22 -9 -20 -19 -26 27 39 29 30 -29 32 -32 34 37 -36 -35 38 44 -13 -40 -42 -41 -33 -28 -30 -18 -25 49 -7
right_child=5 2 -4 -5 -6 6 17 9 -10 -11 11 12 13 -15 -16 -17 46 24 23 -21 21 -23 -24 47 25 -27 33 28 45 -31 31 43 -34 36 35 -37 -38 -39 40 42 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00037006342192303233 7.798895044062529e-06 2.0201484562255279e-05 -0.00036036775432556951 0.00022956067064114905 -0.00031969948644611939 -7.8250287591512973e-06 0.0001380771927223371 -0.00028229462730902866 0.00010409265839600912 -0.00085142037384615009 -0.00041694318612204185 0.00017075062243102662 -0.0001734554453970157 -0.00084967701670639979 0.00044366329810209369 0.00068451833209684607 0.00016516237781155651 -2.2380453640736465e-05 -0.00045045035319072295 0.00035426756144398968 0.00035946535119431777 -0.00043575884241336634 0.00050882385628109306 0.0014369936229195446 0.00020420992555773409 0.0016864250651965646 0.00014687082306149283 0.00029460864558153937 0.0011765722326557847 9.9802372627818485e-05 0.0012002388153979113 -0.0029927652916826664 -0.00094002451347775177 0.0003669636668012738 -0.0013097329155260804 -0.00027518434423990057 -0.00052623477467469938 -0.0011624126850316922 0.0010345739599870285 -0.00036878592367175708 -0.00081004377880162799 0.00081561174573532001 -0.0014805181369678502 -0.0014609373391431292 -0.000297311765457394 3.7762080378621363e-05 -0.00056328423978651274 -0.00015427498777474588 3.2862560859059389e-05 -0.00021468400905536229
leaf_weight=190 123722 432 131 192 146 115575 2592 1304 4337 104 342 31 179 251 228 95 411 6099 513 264 299 136 79 20 300 23 315 83 47 199 21 21 98 352 53 152 59 27 64 43 32 30 68 40 321 49 68 30 17598 1866
leaf_count=190 123722 432 131 192 146 115575 2592 1304 4337 104 342 31 179 251 228 95 411 6099 513 264 299 136 79 20 300 23 315 83 47 199 21 21 98 352 53 152 59 27 64 43 32 30 68 40 321 49 68 30 17598 1866
internal_value=0 -0.000102102 -4.55956e-05 7.95658e-06 -6.56559e-05 3.9992e-07 -5.51293e-06 -8.05842e-06 -4.84612e-06 -0.000175223 -8.25207e-06 -0.000113631 -0.000185884 -0.00056818 4.64758e-05 -5.23875e-05 -0.000137657 3.5661e-05 -0.000148636 -8.94196e-05 -0.000153849 0.000110844 -0.000237104 -0.000367619 -5.67543e-06 0.000309755 -0.000107791 -0.000282829 -0.000155449 -0.00031145 -0.000622625 -0.00104557 -0.000562331 -2.05827e-05 -0.000127809 -0.000542653 0.000238743 -2.00231e-05 2.04553e-05 -0.000783379 0.000513966 -2.34363e-05 -0.00104985 -0.00198829 -7.73157e-05 0.000595305 6.17503e-05 0.000482232 -5.38113e-06 -1.11118e-05
internal_weight=0 1091 901 770 578 278540 154818 145804 143055 2749 138718 3679 2535 430 1144 916 821 9014 2645 2082 1818 435 1383 563 6422 323 2105 700 558 462 263 180 119 1405 994 205 411 789 762 142 126 62 111 61 636 96 479 50 135039 117441
internal_count=279631 1091 901 770 578 278540 154818 145804 143055 2749 138718 3679 2535 430 1144 916 821 9014 2645 2082 1818 435 1383 563 6422 323 2105 700 558 462 263 180 119 1405 994 205 411 789 762 142 126 62 111 61 636 96 479 50 135039 117441
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=51
num_cat=0
split_feature=4 1 0 5 8 10 10 0 14 7 2 2 1 3 1 7 12 8 7 10 0 6 0 14 10 14 14 10 10 13 7 3 0 10 0 10 3 3 4 10 3 0 1 7 0 10 14 14 13 7
split_gain=0.00449117 0.00627948 0.00908493 0.00697156 0.00832657 0.0106758 0.00791715 0.0101388 0.00607568 0.00504334 0.00679657 0.00450372 0.0147907 0.0113467 0.0295633 0.0161145 0.0173328 0.0139402 0.0110284 0.0113431 0.0108738 0.0106832 0.011789 0.0322759 0.0261695 0.0261083 0.0174376 0.0110443 0.0134005 0.0122068 0.0106128 0.0106098 0.0154648 0.0100666 0.0242985 0.0213876 0.0180628 0.0149464 0.0144007 0.0142874 0.0205472 0.0141091 0.0128417 0.0101225 0.0110609 0.0100221 0.0099794 0.0141658 0.0182694 0.0102506
threshold=1.0000000180025095e-35 2438.1594628963853 903.47680643148226 3.5000000000000004 1.0000000180025095e-35 0.92724867724867732 0.71240601503759404 1046.9030864338465 0.18065268065268067 5.5000000000000009 2.5000000000000004 2.5000000000000004 3183.3810684193081 18.500000000000004 2089.9268894673855 1.5000000000000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 0.96362433862433872 1054.4749595559522 1.0000000180025095e-35 1222.5833773881889 0.53410852713178303 0.92052631578947375 0.85092592592592597 0.24190177638453506 0.45584415584415588 0.16472868217054268 0.10762548262548265 1.5000000000000002 22.500000000000004 1203.0768547389173 0.92052631578947375 891.78880821500877 0.81322674418604668 16.500000000000004 15.500000000000002 5.5000000000000009 0.6984848484848486 9.5000000000000018 681.65698770576876 1425.6699877693743 1.5000000000000002 1173.0767376433671 0.22361111111111112 0.27386363636363642 0.17445652173913045 0.10762548262548265 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 -6 9 -5 10 -8 12 13 14 21 16 -15 20 19 -19 -17 -2 27 24 26 -25 -24 28 29 -23 -16 32 -18 34 35 38 42 43 39 41 -41 -29 -37 44 -36 -22 47 -39 -49 -48
right_child=11 2 -4 4 6 -7 7 -9 -10 -11 -12 -13 -14 15 30 17 31 18 -20 -21 45 22 23 25 -26 -27 -28 33 -30 -31 -32 -33 -34 -35 37 36 -38 46 -40 40 -42 -43 -44 -45 -46 -47 49 48 -50 -51
leaf_value=-0.00018008854047926756 1.5158733334900071e-05 -0.0011365446638699403 6.8109916073494942e-05 -0.00058723106260665436 -0.00044590383120603189 0.0011547122924664133 0.00013824697745834985 -0.00092790533317779398 0.00047914577795274773 -0.00058802622813908831 0.00098566801842445368 -7.1418378495203878e-06 0.00067305866653562165 0.00023558435146425616 -0.00015599635104641567 0.00011382755156795107 6.7040700162931751e-05 -0.00015371783109828372 -0.00066508689982883791 0.00041066057009402361 -0.00016944820228509524 -0.00016198194489752384 -0.00062696818661476888 -0.0017881171735511583 0.0024177692364901306 0.00062117811606225118 0.001345930116561552 7.759901916185388e-05 7.0457658165844816e-05 3.1787859752542488e-06 -0.00058646353053195676 0.00016536840589015411 -0.00011565449638461805 4.0080366610197591e-06 -0.00052155619276409099 -4.9701534538818242e-05 0.00082097690771880828 -9.276666215679474e-05 0.00036455482095605943 -0.00016504328202739184 0.00020929270040751457 -0.00010895151410325105 -0.00020061210025128313 -0.0015734957342612604 0.00064145660091360869 1.1372659789062055e-05 6.0699459200773256e-08 -0.001056518643907531 -0.00029398701150748935 -0.00062636013718604644
leaf_weight=636 80447 34 29 22 89 37 263 23 34 21 26 115364 83 1596 1878 2218 5505 1226 97 96 901 1283 21 22 26 23 24 1809 7485 8738 155 1780 1467 16061 289 16205 58 528 335 464 1746 2305 1544 21 22 5126 974 104 321 70
leaf_count=636 80447 34 29 22 89 37 263 23 34 21 26 115364 83 1596 1878 2218 5505 1226 97 96 901 1283 21 22 26 23 24 1809 7485 8738 155 1780 1467 16061 289 16205 58 528 335 464 1746 2305 1544 21 22 5126 974 104 321 70
internal_value=0 -9.59612e-05 -0.000582021 -6.93567e-05 6.73917e-05 0.000495658 -2.69893e-05 8.49728e-05 6.0212e-05 0.000160122 0.000214486 4.18426e-07 5.7675e-06 5.42765e-06 4.91451e-07 4.06899e-05 8.40493e-05 -5.73832e-06 -0.000150492 -0.000112734 1.91744e-05 3.22242e-06 -1.26551e-05 0.000490918 0.0011549 -0.0005567 0.000425244 -1.36228e-05 1.98406e-05 -1.79669e-05 -0.000188816 5.64156e-05 2.85992e-05 -2.72921e-05 -4.60535e-05 -3.1363e-05 -5.99507e-05 -0.000200376 4.5084e-05 2.81607e-05 0.000130699 -2.69219e-05 -6.28294e-05 -0.000511027 -0.000439285 -1.5659e-05 -0.00014873 -0.000265717 -0.000480583 -4.19407e-05
internal_weight=0 1214 63 1151 515 93 422 333 56 310 289 278417 163053 162970 142958 20012 10348 9664 1419 1322 8245 140925 60478 116 71 45 45 60362 17506 10021 2033 8752 6972 42856 26795 24466 17807 2329 6659 6324 2210 4114 17749 332 311 6027 1997 953 425 1044
internal_count=279631 1214 63 1151 515 93 422 333 56 310 289 278417 163053 162970 142958 20012 10348 9664 1419 1322 8245 140925 60478 116 71 45 45 60362 17506 10021 2033 8752 6972 42856 26795 24466 17807 2329 6659 6324 2210 4114 17749 332 311 6027 1997 953 425 1044
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=51
num_cat=0
split_feature=8 14 3 1 13 4 13 1 13 10 6 0 14 10 0 6 7 1 6 14 14 4 6 13 0 7 14 0 6 1 13 3 14 1 3 6 14 3 14 4 3 14 10 12 1 3 7 10 0 5
split_gain=0.00447568 0.00579672 0.0106403 0.0169202 0.013417 0.0133342 0.0106963 0.0195467 0.0118947 0.0106831 0.0117517 0.0129695 0.0101138 0.0199913 0.0112762 0.0125014 0.00927016 0.00923008 0.0147089 0.0162072 0.0120387 0.0154683 0.0163019 0.011593 0.0113636 0.0108545 0.0102922 0.0100155 0.00955453 0.011154 0.00937423 0.0132838 0.0108444 0.00899204 0.0182363 0.00950343 0.0148863 0.0156715 0.0266247 0.0184435 0.021707 0.0163977 0.0129417 0.0125242 0.0114721 0.0111761 0.010752 0.0133886 0.0129028 0.0181466
threshold=1.0000000180025095e-35 0.29217479674796754 18.500000000000004 2157.1361945500553 0.47140522875816998 2.5000000000000004 0.41277890466531447 3007.5741317529969 0.46049896049896061 0.84731934731934744 2.5000000000000004 679.36994087171206 0.52440476190476204 0.36474501108647456 701.3251561572655 1.5000000000000002 3.5000000000000004 3091.4684149673285 1.0000000180025095e-35 0.60263157894736852 0.65108695652173931 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 773.3327466365821 5.5000000000000009 0.81365740740740755 716.99365021246228 2.5000000000000004 3183.3810684193081 0.29893617021276603 20.500000000000004 0.53950103950103967 1828.8036808517843 15.500000000000002 1.5000000000000002 0.18834459459459463 18.500000000000004 0.2022727272727273 6.5000000000000009 25.500000000000004 0.21525096525096529 0.21132376395534294 10.500000000000002 2536.1172374379967 20.500000000000004 3.5000000000000004 0.96076923076923093 933.44303385326884 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 33 -3 4 12 16 17 8 -8 10 11 -6 -4 -14 15 -15 -5 20 -19 23 25 22 24 -20 26 30 -22 -24 29 -25 -7 -32 -33 -1 -35 43 46 -38 -39 40 44 -41 -42 -36 45 -40 47 -37 49 -48
right_child=-2 2 3 5 9 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 19 -21 21 -23 27 28 -26 -27 -28 -29 -30 -31 31 32 -34 34 35 36 37 38 39 41 42 -43 -44 -45 -46 -47 48 -49 -50 -51
leaf_value=3.7918923491725479e-05 -4.9512082004201896e-06 -8.2049305275230872e-06 -5.9755389987979864e-05 -0.0010517740727057875 0.00051898578091002102 2.7445427538783645e-05 -0.00070337519845332214 0.0011035956953178514 -0.00011147940465359936 0.00022921001829822628 -7.4179791440458413e-05 0.0017032949191178766 0.00085727851657477813 3.0306910371614831e-05 0.00027975438483442188 -0.0014825610904980833 8.0468112418171156e-05 -0.0012983799176124325 -0.0010366423623747237 -0.0013947427112032615 -0.00034790647296176761 0.00064708598467285968 0.0015247943156975368 -0.00028161564509251286 0.00020909223519713404 -0.001072165657006692 -0.0016932849910864163 0.00024745372756386356 -0.00035937876179434851 0.00078855915595340783 1.6847295322302923e-06 0.00090818697955218292 7.1869821187061397e-05 -0.00020416304418119266 3.7548535084756946e-05 1.4121401080864697e-05 -0.00042072696523125881 -0.00057374314964233372 0.00010454428637978819 0.00043076952016988759 0.0020626598477829247 -0.0003163981805204442 0.00056407003978486449 -0.00071894801877947024 -0.00038567075094518566 0.00087028288655156794 -0.00034317099177066913 0.00072772676514378236 3.4329158269601238e-05 -0.0017491527564084995
leaf_weight=29619 173399 55286 286 48 41 1963 106 29 426 97 23 53 121 36 147 22 29 28 21 21 44 214 21 35 52 21 21 57 51 80 174 113 59 1105 10418 3466 472 210 165 93 25 349 34 55 75 67 110 67 148 29
leaf_count=29619 173399 55286 286 48 41 1963 106 29 426 97 23 53 121 36 147 22 29 28 21 21 44 214 21 35 52 21 21 57 51 80 174 113 59 1105 10418 3466 472 210 165 93 25 349 34 55 75 67 110 67 148 29
internal_value=0 8.08169e-06 -2.22488e-06 7.22543e-05 0.000276416 2.55791e-05 3.97536e-05 -0.000160506 -0.000229414 0.000617198 0.000938863 0.00118673 0.000157254 0.000347636 4.68224e-05 -0.00054354 -0.000625345 7.75168e-05 -0.000222516 -7.76886e-05 0.000103369 0.000353564 3.14434e-05 7.02159e-05 -0.00034183 5.945e-05 -0.000782567 0.000591353 0.00021024 0.000462854 6.97419e-05 0.000309707 0.000621311 2.13176e-05 -7.79873e-06 5.94913e-06 -4.85392e-05 -0.000182585 -7.21701e-05 5.81893e-05 0.000320706 -0.000159189 0.00119907 3.35757e-05 0.000151901 0.000325684 3.7458e-06 2.76543e-05 -0.00029057 -0.000636505
internal_weight=0 106232 59725 4439 826 3613 3536 561 532 214 117 94 612 326 205 58 77 2975 236 208 2739 409 195 187 117 2330 65 78 166 115 2309 346 172 46507 16888 15783 5310 1490 1018 808 366 442 59 10473 307 232 3820 3533 287 139
internal_count=279631 106232 59725 4439 826 3613 3536 561 532 214 117 94 612 326 205 58 77 2975 236 208 2739 409 195 187 117 2330 65 78 166 115 2309 346 172 46507 16888 15783 5310 1490 1018 808 366 442 59 10473 307 232 3820 3533 287 139
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=51
num_cat=0
split_feature=11 2 1 1 4 12 1 10 0 3 11 1 1 0 1 7 8 13 3 1 1 1 1 3 1 8 1 3 13 13 3 7 0 1 13 13 10 5 9 0 13 13 13 10 8 7 4 14 7 10
split_gain=0.00453143 0.0110598 0.00929217 0.00984108 0.0089546 0.00635073 0.00885944 0.0120603 0.00989553 0.0289769 0.00839171 0.00733011 0.00719882 0.00706992 0.00629914 0.00606918 0.0056515 0.00950082 0.00645106 0.0106129 0.00772993 0.00772466 0.00492112 0.00482321 0.0232928 0.0201997 0.0199691 0.0170703 0.0156781 0.0155185 0.0113339 0.0190528 0.0170527 0.0136535 0.0134544 0.0212588 0.0192872 0.0130873 0.0111904 0.0144578 0.0116557 0.0208344 0.0182243 0.012026 0.0162347 0.0112451 0.0110858 0.0193748 0.0178846 0.0172178
threshold=1.0000000180025095e-35 3.5000000000000004 2846.3956359091098 3906.2051313837133 11.500000000000002 8.5000000000000018 2692.3630167879473 0.57979626485568769 1086.8692189335923 13.500000000000002 0.77097902097902116 2790.319728588885 2904.5200653263769 1203.0768547389173 3297.5540643465279 1.0000000180025095e-35 2.5000000000000004 0.77346041055718484 20.500000000000004 2503.1236745302976 2263.042265477196 2263.042265477196 1848.9026265255354 28.500000000000004 3091.4684149673285 3.5000000000000004 3438.6371619929478 29.500000000000004 0.62731481481481499 0.21807065217391305 26.500000000000004 1.0000000180025095e-35 848.41687930959222 3364.5296915318181 0.14459930313588851 0.18301435406698566 0.21913109756097562 3.5000000000000004 4.5000000000000009 1033.4556649327824 0.26393188854489169 0.25265957446808512 0.27149877149877155 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 8.5000000000000018 0.03883861236802414 2.5000000000000004 0.73746867167919816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 4 -3 14 5 6 8 11 16 -10 15 -8 -9 -14 -4 -11 18 -18 21 20 -20 -2 -19 24 46 28 -25 -28 30 -27 37 -32 34 -34 -33 36 -36 -26 40 -40 41 -29 -42 44 45 -44 -1 48 49 -48
right_child=1 2 3 -5 -6 -7 7 12 9 10 -12 -13 13 -15 -16 -17 17 22 19 -21 -22 -23 -24 26 25 29 27 38 -30 -31 31 32 33 -35 35 -37 -38 -39 39 -41 42 -43 43 -45 -46 -47 47 -49 -50 -51
leaf_value=-7.8714024762042637e-07 -1.5172152358087887e-05 0.00023122281321169189 -0.0006592391752982857 -0.00014079362412707674 0.0010111631738254801 -0.00066069943894122153 0.001185194835222016 0.00040275722318862492 -0.0019810791313648224 0.00010347400630588014 0.0001284008355882675 0.00032708154020626466 -0.0010252648457775221 4.7623445529357664e-05 -0.0017296023126358966 -0.00067717546255387847 -9.1993437429198195e-05 -0.00046697542686680602 4.941672510044141e-05 -0.00047833551660525178 0.0010315156617234963 -0.00098052356181488852 -0.0014351471464449008 0.00010025691510218839 -0.00028947749391148604 -0.00032195826826182384 -0.00058506042867924812 -5.8337360933535657e-05 0.00089126454611112801 -0.0012566380253273939 0.00018628169141275507 0.00023480691645677476 -0.00030237120478798535 -0.0012560891136672581 -0.0023041207861917265 -3.9975453264278916e-05 -0.00021044948900287802 -0.0012868791750972036 0.00016273181115285563 0.001330190379140449 0.00096704983269885647 -0.00089327928205755979 -0.00047025561126737064 9.196647017144497e-05 0.00025096001021715036 -0.0020472430833615367 0.00046035667231384043 5.9676174164991147e-05 -0.00011607986401786355 0.0018747367567788715
leaf_weight=258061 1570 30 27 36 20 42 30 30 25 34 110 146 34 28 28 93 197 35 33 28 51 21 21 5633 296 128 135 4419 38 68 477 310 607 40 22 194 22 37 310 29 57 76 26 1304 37 20 48 4482 47 39
leaf_count=258061 1570 30 27 36 20 42 30 30 25 34 110 146 34 28 28 93 197 35 33 28 51 21 21 5633 296 128 135 4419 38 68 477 310 607 40 22 194 22 37 310 29 57 76 26 1304 37 20 48 4482 47 39
internal_value=0 -6.48382e-05 -0.000531903 -0.000783482 -4.26581e-05 -5.09953e-05 -4.06946e-05 0.000230847 -7.35048e-05 -0.000362069 -0.000191287 0.000473351 -0.000233074 -0.000540735 -0.00120415 -0.000468183 -3.48525e-05 -0.000255355 -2.09431e-06 0.000364684 0.000645691 -2.79141e-05 -0.00083004 6.24826e-07 -7.82178e-07 -0.000161369 3.15677e-05 -2.8767e-05 -0.000114853 -0.000646235 -0.000133921 -8.08685e-05 -0.000187505 -0.000361334 1.77269e-05 -0.000265024 -0.00125729 -0.0004003 -1.68046e-05 0.000262603 -3.27533e-05 -7.24543e-05 9.08311e-05 5.48221e-05 -0.000528747 -0.0011559 5.86631e-07 7.73884e-05 0.000669822 0.00109439
internal_weight=0 2669 121 91 2548 2528 2486 268 2218 262 237 176 92 62 55 127 1956 253 1703 112 84 1591 56 276962 264916 2239 12046 6413 2043 196 2005 1672 1195 647 548 238 44 333 6278 339 5939 4495 1444 1387 83 46 262677 4616 134 87
internal_count=279631 2669 121 91 2548 2528 2486 268 2218 262 237 176 92 62 55 127 1956 253 1703 112 84 1591 56 276962 264916 2239 12046 6413 2043 196 2005 1672 1195 647 548 238 44 333 6278 339 5939 4495 1444 1387 83 46 262677 4616 134 87
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=51
num_cat=0
split_feature=3 1 1 1 9 10 10 5 4 10 0 0 1 0 6 0 0 10 0 3 1 3 0 1 3 7 1 3 1 0 13 10 0 6 12 1 3 1 3 6 0 0 6 3 10 3 0 7 3 12
split_gain=0.00444702 0.0279121 0.0151549 0.0117831 0.0113996 0.0145328 0.0207457 0.0155647 0.0131433 0.0112995 0.020556 0.0112394 0.0187932 0.0111521 0.0106833 0.014847 0.010499 0.00971073 0.0133362 0.00961384 0.0141715 0.0188357 0.0229925 0.015094 0.018067 0.020211 0.020141 0.0206382 0.01811 0.0180699 0.0174815 0.0141186 0.0132194 0.0131507 0.0117066 0.0117818 0.0116396 0.0116239 0.0277797 0.0140678 0.017073 0.0263093 0.0137531 0.0125019 0.0164762 0.011675 0.010611 0.0100919 0.0099795 0.010206
threshold=10.500000000000002 1222.6315142320243 1268.6169496378952 1357.6621260085051 2.5000000000000004 0.71240601503759404 0.79772727272727284 1.0000000180025095e-35 4.5000000000000009 0.59761904761904772 462.5928975098721 462.5928975098721 898.5532874204041 453.77119419176705 1.0000000180025095e-35 972.47622060718538 1222.5833773881889 0.12347560975609757 541.78311006701699 11.500000000000002 1453.6202201032145 13.500000000000002 792.40239783902211 1670.9124033635953 15.500000000000002 1.5000000000000002 1894.0094888517563 17.500000000000004 2157.1361945500553 933.44303385326884 0.069366479550922219 0.24695121951219515 714.86761375774711 5.5000000000000009 3.5000000000000004 2001.0640350640863 17.500000000000004 2263.042265477196 19.500000000000004 1.5000000000000002 631.82903166651715 737.86994514254707 2.5000000000000004 20.500000000000004 0.043961352657004842 18.500000000000004 895.46853471908219 1.0000000180025095e-35 12.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 16 5 8 -7 -8 9 10 -1 -9 -13 -11 -14 -16 -3 -6 -19 32 -21 22 48 30 25 29 31 28 34 -25 -23 33 -4 -26 35 -28 -33 39 -39 -29 45 42 43 -42 -45 -41 47 -24 49 -22
right_child=2 3 19 -5 17 6 7 11 -10 13 -12 12 14 -15 15 -17 -18 18 -20 20 21 23 46 24 26 -27 27 37 -30 -31 -32 36 -34 -35 -36 -37 -38 38 -40 40 41 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=0.00011460355832342532 5.7769128087924106e-05 -0.00010005552565810724 -2.9988790035649515e-05 -0.00043705383383591353 -2.1560198210519616e-05 -0.00014835212559130738 5.3043068256948881e-05 -9.0966600463007275e-05 0.00028414730702809105 -6.0217054445371303e-05 -1.9824528451188284e-05 0.00097293548200728507 1.912307593742429e-05 0.00021151150609991475 -6.5376688709632556e-05 -0.0013122589885218381 0.00094773376270798821 -0.00032476389673749073 2.3926823720059821e-05 4.0963450752345904e-05 -0.00019117901959388292 0.00015067068812420344 -0.00012662161709786889 -2.3433084341908455e-05 0.00011846867627980255 -0.00023496334889241581 -4.5333498551460668e-05 5.4651510002988906e-05 -0.00039894987118723575 -0.00030069901635500836 2.386616459462172e-05 6.9153873791383636e-06 -0.00025296856139451433 0.0010522933039618166 1.6454356103427513e-05 -0.00017010717709912165 0.00013326254410554411 -0.0001832850584388703 -1.6871383970657844e-06 -5.7379592957820005e-05 -9.3540915137994466e-05 3.1723036916345646e-05 -0.00024468981399227346 0.0015191281534498559 0.00015020791451516433 0.00032637293123586079 -0.0011581130857978548 -0.00037372869313999439 -1.2497719115313401e-06 -3.9346275646498783e-05
leaf_weight=4023 12044 6224 11626 264 1850 2623 9037 4993 552 499 9702 49 10890 1552 4553 24 24 790 420 21625 1569 3222 1940 14757 4798 1369 5900 19627 388 612 17376 11707 705 38 4185 2785 2159 2190 54863 303 1911 5612 1694 25 182 573 28 525 11467 3757
leaf_count=4023 12044 6224 11626 264 1850 2623 9037 4993 552 499 9702 49 10890 1552 4553 24 24 790 420 21625 1569 3222 1940 14757 4798 1369 5900 19627 388 612 17376 11707 705 38 4185 2785 2159 2190 54863 303 1911 5612 1694 25 182 573 28 525 11467 3757
internal_value=0 -1.23165e-05 3.22802e-06 -0.000109856 3.39477e-09 5.90914e-06 -1.35908e-05 -1.62716e-06 4.43275e-05 3.59362e-05 1.95783e-05 -2.57168e-05 -4.71965e-06 0.000145401 -7.8169e-06 -7.19149e-05 -9.60307e-05 -9.3595e-05 -0.000203731 9.27643e-08 2.77112e-06 -1.93326e-06 -4.85531e-05 3.8201e-06 -2.23448e-06 -5.08719e-05 4.61009e-06 -4.2773e-06 -6.23885e-05 -3.44739e-05 4.37013e-05 5.22443e-05 -4.27372e-05 0.000125806 -5.2242e-05 -8.53444e-05 2.65882e-05 4.58036e-06 -8.65784e-06 2.98177e-05 -1.75039e-05 -3.71303e-05 -0.000138496 -5.35603e-05 0.000315536 0.000193637 -0.000190245 -0.000179251 -2.75183e-05 -8.40751e-05
internal_weight=0 58069 221562 6512 51557 48497 32169 29546 16328 15776 13725 20509 15516 2051 15467 4577 6248 3060 1210 209518 197187 175562 19286 156276 135678 16738 118940 100238 13258 15369 20598 18702 12331 4836 12870 8685 13866 86980 57053 29927 10300 9424 3812 2118 207 876 2493 2465 16793 5326
internal_count=279631 58069 221562 6512 51557 48497 32169 29546 16328 15776 13725 20509 15516 2051 15467 4577 6248 3060 1210 209518 197187 175562 19286 156276 135678 16738 118940 100238 13258 15369 20598 18702 12331 4836 12870 8685 13866 86980 57053 29927 10300 9424 3812 2118 207 876 2493 2465 16793 5326
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=51
num_cat=0
split_feature=7 9 2 10 9 6 0 4 13 12 3 13 13 13 10 8 0 0 13 13 10 10 7 5 8 12 10 7 3 14 10 1 12 2 6 3 6 1 13 13 6 13 13 0 5 1 14 14 14 1
split_gain=0.00504732 0.00999355 0.0178069 0.0166716 0.021365 0.0198684 0.0260236 0.0281723 0.017088 0.0294272 0.0297386 0.0198983 0.0171126 0.0162307 0.0210522 0.0161559 0.0154033 0.0190636 0.0284344 0.0330181 0.0174799 0.0171691 0.0250063 0.0144339 0.0195791 0.0144222 0.014293 0.013973 0.0134792 0.0194837 0.0129164 0.0128047 0.0161324 0.0179619 0.047191 0.0191608 0.0186624 0.0269828 0.0186765 0.0196725 0.0181373 0.0154199 0.0279303 0.0225769 0.0152773 0.016932 0.0166844 0.0149764 0.0389008 0.014897
threshold=1.5000000000000002 2.5000000000000004 3.5000000000000004 0.71611721611721624 1.5000000000000002 1.5000000000000002 983.43194644661196 5.5000000000000009 0.67117117117117131 3.5000000000000004 23.500000000000004 0.41277890466531447 0.18065268065268067 0.031754032258064523 0.82807881773399028 1.0000000180025095e-35 1203.0768547389173 895.46853471908219 0.11583184257602865 0.22361111111111112 0.28388278388278393 0.70135135135135152 3.5000000000000004 4.5000000000000009 2.5000000000000004 4.5000000000000009 0.8021739130434784 2.5000000000000004 43.500000000000007 0.13714733542319751 0.81322674418604668 3297.5540643465279 7.5000000000000009 2.5000000000000004 4.5000000000000009 30.500000000000004 2.5000000000000004 2536.1172374379967 0.14142857142857146 0.55086206896551737 2.5000000000000004 0.80243902439024406 0.15075757575757578 1046.9030864338465 5.5000000000000009 2364.0969371768856 0.3373983739837399 0.41240409207161127 0.22792207792207794 1975.0328207986952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 31 -6 7 23 9 10 12 27 -9 14 -8 -11 17 -4 20 -20 -19 -22 -23 30 -25 -17 -3 -12 29 -21 -7 32 33 40 35 36 -35 44 -39 47 -5 42 -37 -44 45 49 -47 48 -40 -38
right_child=1 26 16 4 5 6 13 8 -10 15 11 -13 -14 -15 -16 25 -18 18 19 28 21 22 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 41 37 38 39 -41 -42 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=3.8269126776352975e-06 -6.1564837719437434e-05 2.3541518563330179e-05 1.0493544293130053e-05 -5.2391968222794495e-05 0.00014820790523729048 6.8240108503676134e-05 -0.00059870618983216947 -0.00036463393161760733 -0.00032293012719256461 0.00089878380699351867 0.0012029054753449082 0.00027275104075670243 0.0010107566130333294 -0.00041526543582614541 0.0011279760277830065 -0.0012793103405838889 -0.00076070663949271756 0.0011200273348461656 0.0019197546252642849 0.00092883848243373193 -0.00073815587397000541 0.0013828200611075568 -0.00079311961915505969 0.00084971820380443119 -8.5196187836873987e-05 0.00035170986438575001 -0.00044249071687805684 0.0026519054762746503 0.0016545509989373385 -0.00053519714115695522 -0.000411042212785682 -0.00024599770348729741 -0.00065110741459648133 0.00017411827381584209 -0.00051328751844509194 0.0012671769988498586 0.00045736162585909576 -0.00087162829200274755 1.7403612868223763e-05 -0.0009352418790085186 9.8792073720404522e-05 0.0016796682469336498 0.00090224128733906489 -0.00094249847475006148 0.00083690725858449129 -4.1084131225943565e-06 0.0017083219621272291 -0.00079362507167388694 0.0024859346926677972 -0.00059377586941183023
leaf_weight=211114 20398 18513 314 16550 3868 246 31 42 54 26 28 20 49 533 41 33 37 31 62 47 68 31 23 88 154 23 166 41 20 44 328 630 100 2556 300 56 49 144 79 51 2254 31 27 43 74 33 25 28 20 108
leaf_count=211114 20398 18513 314 16550 3868 246 31 42 54 26 28 20 49 533 41 33 37 31 62 47 68 31 23 88 154 23 166 41 20 44 328 630 100 2556 300 56 49 144 79 51 2254 31 27 43 74 33 25 28 20 108
internal_value=0 -1.17915e-05 -2.34818e-05 -2.69891e-05 -2.46877e-06 8.51237e-05 -5.5354e-05 8.61302e-05 0.000486959 0.000653883 0.00101154 0.0016614 0.000375961 -0.000320082 0.000384543 -0.000131214 0.000231201 0.000288546 0.000556363 0.000995506 5.98165e-05 -0.000209581 0.000456031 -6.90929e-05 0.000254773 -0.000609427 1.93999e-05 0.00206391 0.000479259 0.000220953 -0.000205636 -2.3669e-05 -1.74516e-05 -1.46263e-05 8.7299e-05 0.000141504 0.000114775 -0.000133475 -0.00044826 -0.00010576 -3.42698e-05 0.000680667 0.000434881 -0.000230956 0.000217254 3.97859e-06 0.000734008 0.000227339 0.000516097 -0.000265714
internal_weight=0 68517 49838 49161 28763 5605 1737 1132 316 262 180 89 91 605 72 82 677 640 326 173 153 122 54 816 242 56 18679 69 111 91 574 23158 22528 22428 3624 3324 3167 611 322 178 18804 157 126 70 289 215 58 127 99 157
internal_count=279631 68517 49838 49161 28763 5605 1737 1132 316 262 180 89 91 605 72 82 677 640 326 173 153 122 54 816 242 56 18679 69 111 91 574 23158 22528 22428 3624 3324 3167 611 322 178 18804 157 126 70 289 215 58 127 99 157
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=51
num_cat=0
split_feature=8 3 1 1 0 10 9 9 1 4 14 0 14 1 9 10 10 3 9 10 1 7 7 14 13 14 1 3 13 10 7 7 14 6 13 10 0 14 13 0 0 13 14 4 2 13 10 0 13 8
split_gain=0.0047902 0.00684379 0.0263588 0.0187507 0.0130673 0.0128635 0.0161385 0.0201476 0.0218111 0.0172253 0.0124042 0.0205007 0.0141346 0.012791 0.0127771 0.0214604 0.0149043 0.0123325 0.0118916 0.0144183 0.0110431 0.0176251 0.0239174 0.0207971 0.0195658 0.0228677 0.0185506 0.0177182 0.0154701 0.018728 0.0147778 0.0143329 0.0130413 0.0181889 0.0129623 0.0121081 0.0124667 0.0131124 0.0108497 0.0278845 0.0132474 0.0125734 0.0169725 0.010497 0.0104181 0.0100637 0.00976924 0.00974273 0.00944203 0.00929935
threshold=1.5000000000000002 14.500000000000002 1697.8650502057942 1730.9070208596752 450.88278980212209 0.084523809523809543 2.5000000000000004 3.5000000000000004 3521.6014656366374 5.5000000000000009 0.30495169082125612 1364.7041533538422 0.15075757575757578 1362.7913459101756 2.5000000000000004 0.21132376395534294 0.27149877149877155 11.500000000000002 1.5000000000000002 0.57979626485568769 2554.1430983545456 5.5000000000000009 1.5000000000000002 0.03883861236802414 0.33712121212121215 0.3623737373737374 2875.3264341504796 27.500000000000004 0.37354651162790703 0.042572463768115944 1.0000000180025095e-35 1.0000000180025095e-35 0.045983086680761107 1.5000000000000002 0.40270270270270275 0.077935222672064791 848.41687930959222 0.43826219512195125 0.087595907928388769 1135.086528240877 1242.5784396434321 0.22792207792207794 0.46049896049896061 10.500000000000002 2.5000000000000004 0.10762548262548265 0.036375661375661381 1146.5960345662522 0.47722567287784684 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 -4 6 -6 8 20 -10 11 12 14 17 15 44 -16 -14 47 -20 32 22 27 -24 35 26 -26 28 29 49 -31 -30 33 -8 -35 36 37 -25 39 -12 -40 -42 -43 48 -1 -34 -33 -17 -9 -22
right_child=-2 2 4 -5 5 -7 7 43 9 -11 38 -13 13 -15 16 18 -18 -19 19 -21 21 -23 23 24 25 -27 -28 -29 31 30 -32 46 45 34 -36 -37 -38 -39 40 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-9.3744664962361151e-05 -9.9253554389351178e-06 0.00011334770261754838 0.00030470163390726045 -0.00014268292389666234 3.3033912494146236e-05 1.6150844463464907e-05 0.0018356165532687947 -4.3456793138554757e-06 0.0003448656477909632 -0.0011760349010772365 -5.2998923784672892e-05 -0.0013823298513531111 6.2164746913660326e-05 7.198028201142147e-06 0.00018261843479564074 -3.9949853169418502e-05 -0.00012731113378007509 0.00021547030744864201 -8.3695632774194727e-06 0.00017895957932652454 -0.0004865105043804396 -0.0015679261065088214 0.0012231042663402418 -0.00015413887958857231 0.00096442839764195553 0.0021126325934892518 -0.00075696960697753423 0.00038779149358792201 -0.00034213927834311373 -0.0013623234044450026 -0.00044519328741512683 -0.0010027907223138755 -0.00022974222551786348 -0.00088164653512649242 0.00091851626872085045 0.00071025361998401811 -0.00059181316562795217 0.0011747251408884213 -5.255090172984615e-06 -0.0015793246444081887 -0.0004342890717089177 -7.4582394551147123e-05 0.0016881801500454056 0.0011283896334299988 -0.00030627029482908962 -5.4463605859105245e-05 -0.0025296489845707338 0.00089445304682677891 0.00029887879545171506 7.0800373425961228e-05
leaf_weight=2253 84729 6367 367 2363 5089 56438 21 2180 24 83 11690 26 12123 11553 1527 7559 520 1471 2522 1733 137 25 34 160 34 20 29 59 28 75 106 20 1039 20 20 33 175 21 61681 30 20 22 36 22 775 3866 22 28 291 165
leaf_count=2253 84729 6367 367 2363 5089 56438 21 2180 24 83 11690 26 12123 11553 1527 7559 520 1471 2522 1733 137 25 34 160 34 20 29 59 28 75 106 20 1039 20 20 33 175 21 61681 30 20 22 36 22 775 3866 22 28 291 165
internal_value=0 4.31481e-06 1.59123e-05 -3.25448e-06 7.12558e-06 5.57068e-06 -3.77054e-05 -7.90411e-05 -0.000127203 -0.000834898 -4.03631e-07 2.12398e-05 2.21073e-05 4.58798e-05 -1.32303e-05 -2.93526e-05 0.000103887 7.87539e-05 1.02117e-06 6.79269e-05 -0.000114808 -0.000254931 -0.000225571 2.87643e-05 -5.72687e-05 0.000639652 0.000172039 -0.000435854 -0.00052373 -0.000423053 -0.00082522 -0.0012184 -8.2556e-05 0.000644022 1.84349e-05 -0.000205969 -0.0002909 3.87139e-08 -1.28013e-05 -5.69059e-05 -4.4316e-06 0.000646768 0.00101955 4.10448e-05 -0.000148139 -9.15919e-05 -0.00180257 -3.65014e-05 3.13639e-05 -0.000182019
internal_weight=0 194902 76970 117932 70603 70236 13798 8709 6216 107 115569 42090 42064 25147 16917 14870 2047 13594 11842 4255 6109 1143 1118 506 472 83 63 612 553 483 181 70 4966 61 40 389 356 181 73479 11720 61759 78 58 2493 3028 4905 42 7587 2471 302
internal_count=279631 194902 76970 117932 70603 70236 13798 8709 6216 107 115569 42090 42064 25147 16917 14870 2047 13594 11842 4255 6109 1143 1118 506 472 83 63 612 553 483 181 70 4966 61 40 389 356 181 73479 11720 61759 78 58 2493 3028 4905 42 7587 2471 302
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=51
num_cat=0
split_feature=7 3 1 0 2 0 14 1 10 10 2 5 6 3 12 14 5 4 10 13 0 1 0 9 10 8 10 12 13 6 14 12 0 10 0 11 1 11 4 10 1 3 8 1 14 8 14 8 4 3
split_gain=0.00495555 0.00705567 0.0140283 0.0114612 0.00825064 0.00777034 0.015119 0.0147539 0.00687971 0.0083741 0.0209763 0.0200352 0.00988846 0.00747559 0.0125244 0.0110677 0.00834852 0.014788 0.0251818 0.0240246 0.0123558 0.0107021 0.0145709 0.00953289 0.00928445 0.0139274 0.00890881 0.00794826 0.0112013 0.00861566 0.00812712 0.00780143 0.00768685 0.00726848 0.0173788 0.00716548 0.0103273 0.00949167 0.00732589 0.00887777 0.0156327 0.00894299 0.017784 0.00733127 0.00677045 0.0303052 0.0128636 0.0125022 0.0139815 0.0116597
threshold=1.0000000180025095e-35 12.500000000000002 1476.6985309953463 821.95600019910705 1.5000000000000002 1222.5833773881889 0.19399641577060936 1279.6256317960454 0.96490147783251246 0.95293466223698797 2.5000000000000004 9.5000000000000018 9.5000000000000018 33.500000000000007 4.5000000000000009 0.063164893617021281 8.5000000000000018 2.5000000000000004 0.82426470588235301 0.14142857142857146 666.84477303935716 2739.3600366868154 742.73246783470552 2.5000000000000004 0.28388278388278393 4.5000000000000009 0.3816526610644258 6.5000000000000009 0.11583184257602865 2.5000000000000004 0.087595907928388769 1.5000000000000002 1033.4556649327824 0.2022727272727273 1135.086528240877 0.13714733542319751 1600.8480717715354 0.61414392059553358 10.500000000000002 0.28759398496240607 3521.6014656366374 30.500000000000004 2.5000000000000004 3364.5296915318181 0.36939571150097467 1.5000000000000002 0.11237373737373739 2.5000000000000004 6.5000000000000009 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 -7 -8 9 12 -11 44 13 16 15 -15 35 20 21 -20 -18 22 -19 -24 25 -23 -26 32 29 30 -29 -22 -16 -17 -35 38 -37 -38 -6 40 -40 42 43 -41 46 -46 -12 48 -48 -47
right_child=-2 4 3 -5 8 6 7 -9 -10 10 11 -13 -14 14 27 33 17 18 19 -21 31 24 23 -25 26 -27 -28 28 -30 -31 -32 -33 -34 34 -36 36 37 -39 39 41 -42 -43 -44 -45 45 49 47 -49 -50 -51
leaf_value=8.017310175798498e-07 -5.9601524309593958e-06 -0.00090720110650484775 -9.3183303747579883e-05 -0.0011468438755680556 2.0672292319715032e-05 -0.00044099333244957962 0.00012168450355147798 0.0016284593479764281 0.00025273146826290796 7.3748918942685902e-05 -3.0640601123168107e-05 -0.0016089085121699289 0.00090031514355359832 -0.0016054345639228513 -0.00016400519920213043 -0.00088754924273440013 0.00057555344422272525 -0.00050132504291832455 0.0023901354400441052 0.00061440045214112616 -7.7257064255350778e-05 -0.00057311355503219554 0.00055556490915478209 0.0018272512691328302 -0.0013303039955313912 0.00070199272635900498 -0.00017481811876717511 0.0012851975795638284 -0.0010661692896472483 -0.00054746868873706029 -7.9524216804808623e-05 -0.00098350973427538207 0.00097097513240961626 0.0010060407426309489 -0.00095963147572190757 0.00040612116486213551 -0.00057027129158129656 8.5311881667155648e-05 0.0013899954298462296 0.00044167978134831336 -2.9906380546486217e-05 0.000587793290506559 -0.0013789938995614648 -0.00058525647424782323 -0.0011730938567779958 0.00064396165651079199 -0.0011656748170531096 -0.0010536489012512439 -2.787859547997532e-05 -0.0006807679758640007
leaf_weight=60317 155195 24 3511 26 57449 32 32 33 316 728 165 29 32 24 26 39 34 25 25 80 47 33 56 20 22 61 69 20 29 31 24 48 35 23 22 54 169 82 42 63 36 59 24 24 40 98 36 94 108 20
leaf_count=60317 155195 24 3511 26 57449 32 32 33 316 728 165 29 32 24 26 39 34 25 25 80 47 33 56 20 22 61 69 20 29 31 24 48 35 23 22 54 169 82 42 63 36 59 24 24 40 98 36 94 108 20
internal_value=0 7.43343e-06 -4.14544e-06 -0.000100929 1.96758e-05 1.52083e-06 0.000448673 0.000886663 2.00437e-05 1.88212e-05 -0.000105822 -0.000327395 2.16138e-05 2.11355e-05 -0.000239901 -0.000658498 2.23533e-05 0.000221804 0.000374958 0.00103719 -0.000242409 0.000131829 0.000545778 0.000890219 -9.41639e-05 0.000254349 -0.000454166 3.40905e-05 -0.000231683 9.09845e-05 0.000540804 -0.000535153 0.000487213 -0.000387945 4.50454e-05 2.05651e-05 -0.000221147 -0.000356097 2.18429e-05 0.000293011 0.000734656 9.03742e-05 -0.00017402 0.000158387 -0.000261149 1.62603e-05 -0.00036991 -0.000605118 -0.000312328 0.000419431
internal_weight=0 124436 63951 3537 60485 60414 97 65 60461 60145 1318 590 58827 58795 273 108 58522 520 391 105 129 286 101 76 185 94 91 165 104 75 44 95 61 84 45 58002 305 251 57697 248 78 170 111 87 561 158 403 238 144 118
internal_count=279631 124436 63951 3537 60485 60414 97 65 60461 60145 1318 590 58827 58795 273 108 58522 520 391 105 129 286 101 76 185 94 91 165 104 75 44 95 61 84 45 58002 305 251 57697 248 78 170 111 87 561 158 403 238 144 118
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=51
num_cat=0
split_feature=7 4 9 2 10 1 9 6 3 12 4 0 12 14 0 13 12 12 5 8 10 0 14 1 4 1 4 14 14 10 14 1 10 6 7 10 6 1 7 13 0 0 13 13 10 5 8 5 3 14
split_gain=0.00454523 0.0102028 0.00924727 0.0148127 0.0149025 0.0215045 0.0212873 0.0212949 0.0188107 0.0178119 0.019436 0.0190809 0.0205107 0.0362423 0.0175233 0.0234276 0.0160361 0.0138207 0.013561 0.0166986 0.0156644 0.0177853 0.0140589 0.0296784 0.013912 0.0138488 0.0207026 0.0157029 0.0145759 0.0152856 0.0138441 0.0133269 0.0157912 0.0143891 0.0133189 0.0128944 0.0126862 0.0177312 0.017547 0.0123617 0.0122965 0.0153062 0.0269862 0.0278816 0.0174633 0.0146709 0.0196374 0.0122187 0.0121659 0.0175851
threshold=1.5000000000000002 16.500000000000004 2.5000000000000004 3.5000000000000004 0.71611721611721624 3521.6014656366374 1.5000000000000002 4.5000000000000009 35.500000000000007 7.5000000000000009 10.500000000000002 972.47622060718538 3.5000000000000004 0.32200460829493094 1321.1033005038273 0.053342816500711245 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 0.81934731934731941 880.4064522592422 0.29217479674796754 3007.5741317529969 6.5000000000000009 2790.319728588885 6.5000000000000009 0.22792207792207794 0.10435571687840291 0.8021739130434784 0.14434523809523811 1717.842766421496 0.79772727272727284 1.5000000000000002 3.5000000000000004 0.8021739130434784 1.5000000000000002 3007.5741317529969 2.5000000000000004 0.03883861236802414 1203.0768547389173 895.46853471908219 0.11583184257602865 0.22361111111111112 0.28388278388278393 7.5000000000000009 1.5000000000000002 10.500000000000002 43.500000000000007 0.13714733542319751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 16 -7 10 -6 -12 -13 -14 15 -10 18 -9 25 20 21 24 -22 -24 -20 26 31 39 29 -28 36 32 -8 -34 -17 -4 37 38 -23 -27 41 -5 44 -44 -43 46 -46 -21 49 -45
right_child=1 -3 35 40 5 8 7 17 14 -11 11 12 13 -15 -16 34 -18 -19 19 47 22 30 23 -25 -26 27 28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 42 43 48 45 -47 -48 -49 -50 -51
leaf_value=3.6315816046496817e-06 -5.8644517378712392e-05 0.0010653936261819168 2.2404662705799987e-05 1.0148102703436047e-05 -1.8958012128009467e-05 -0.00067860436485146466 0.00035916622096019958 0.00059633307909179073 0.0015255786166826805 -0.00065844505992976744 0.0017012942108392184 -0.00032440119928103068 0.00022021265816874803 0.0026779307029210033 -0.00041783461907625875 0.00056709474272793165 0.001373810558114201 -0.00063188404436739754 0.00017758129967639202 -0.0008153421059620404 0.00020446557659374007 0.00099780544362686316 0.00047327717180297834 0.0021247909043048477 0.0011390301566787584 0.00086404207559098722 0.00031747850783479716 -0.00085385177515656164 0.00026316973917483441 0.0017848987080755511 -0.00052248898498125041 -9.4599053569527036e-05 8.4319695567019689e-05 -0.00047719105369436294 -0.00042105457291251661 -0.00042024003264213021 -0.00052412777746212679 0.0018522601760923862 -0.00082206605399663289 -0.00026640835082313664 -0.00077756559519912124 0.0010646668560859267 0.0017865724932234429 0.00088302436717562979 5.5474810968999844e-05 0.0005400597528358431 -0.0015191587904054258 0.0006031778041506187 0.0015724873600993306 -0.00050785043500912834
leaf_weight=211114 20397 22 18510 314 22461 213 483 27 31 108 28 73 60 20 188 60 25 151 301 63 561 27 439 29 43 32 36 88 398 35 170 1308 884 131 79 166 40 20 26 99 30 31 61 47 44 38 36 20 20 44
leaf_count=211114 20397 22 18510 314 22461 213 483 27 31 108 28 73 60 20 188 60 25 151 301 63 561 27 439 29 43 32 36 88 398 35 170 1308 884 131 79 166 40 20 26 99 30 31 61 47 44 38 36 20 20 44
internal_value=0 -1.11896e-05 -1.15354e-05 -2.27838e-05 -2.5955e-05 -2.7687e-06 3.38539e-06 9.22778e-05 -0.00030655 -1.7855e-05 -1.47995e-05 0.00050125 0.000281635 0.000834642 -8.51888e-05 0.000282678 0.000110486 -0.000445581 0.000104451 0.000218542 0.000253229 5.62269e-05 0.000373268 0.000575615 0.000297762 4.76664e-05 7.34078e-05 -0.000337279 0.0003809 0.00104085 -0.000237371 2.20129e-05 0.000123834 1.18489e-05 5.4847e-06 1.84703e-05 0.000191567 0.000583729 0.000105038 9.73221e-06 0.000211617 0.00025835 0.000501139 0.000927834 8.57798e-06 -0.000268869 -0.00065311 -0.00047353 0.000455914 0.000210513
internal_weight=0 68517 68495 49819 49154 28757 28186 5436 571 22750 22642 181 153 80 358 170 5258 178 5233 1739 1656 627 1029 468 344 3494 3275 219 469 71 283 2806 1498 1015 139 18676 113 73 53 131 665 635 321 172 149 118 80 83 111 91
internal_count=279631 68517 68495 49819 49154 28757 28186 5436 571 22750 22642 181 153 80 358 170 5258 178 5233 1739 1656 627 1029 468 344 3494 3275 219 469 71 283 2806 1498 1015 139 18676 113 73 53 131 665 635 321 172 149 118 80 83 111 91
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=51
num_cat=0
split_feature=8 12 2 14 5 3 0 0 13 5 14 12 1 0 10 4 10 14 1 13 10 1 10 1 13 0 14 3 4 0 10 10 6 13 2 6 3 10 1 0 4 3 10 5 7 0 12 10 4 14
split_gain=0.00446925 0.00561116 0.0065231 0.00991933 0.00904223 0.0113371 0.0121857 0.0112264 0.00935687 0.00831913 0.00816364 0.010094 0.00961254 0.00924645 0.0116931 0.00914878 0.0126412 0.00969214 0.0122305 0.009656 0.011015 0.0191657 0.0172089 0.0154793 0.0134469 0.011622 0.0109254 0.0138796 0.0170814 0.0113998 0.0104523 0.0104248 0.0105727 0.0102418 0.0104937 0.00981714 0.0123174 0.00912684 0.0125805 0.00885274 0.0169174 0.00867549 0.00866061 0.0187796 0.0101957 0.00974669 0.00830141 0.00813655 0.00811177 0.0122388
threshold=1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.12632978723404256 2.5000000000000004 29.500000000000004 812.90213645256711 916.44505744395212 0.14142857142857146 8.5000000000000018 0.063164893617021281 4.5000000000000009 1984.0536335644945 1070.0586822807675 0.95293466223698797 3.5000000000000004 0.87689393939393956 0.60263157894736852 2207.0293116104267 0.10620300751879701 0.69337606837606847 2080.9167792779376 0.8021739130434784 1828.8036808517843 0.067424242424242428 899.47091450355208 0.3816526610644258 20.500000000000004 5.5000000000000009 1054.4749595559522 0.82807881773399028 0.55086206896551737 1.0000000180025095e-35 0.053342816500711245 2.5000000000000004 1.0000000180025095e-35 13.500000000000002 0.82426470588235301 2627.3186063900753 1433.692583700579 7.5000000000000009 17.500000000000004 0.70135135135135152 2.5000000000000004 1.0000000180025095e-35 845.0925897907822 3.5000000000000004 0.59761904761904772 6.5000000000000009 0.47673160173160178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 47 -7 -8 10 11 12 41 14 -14 -12 19 39 -19 20 23 25 24 35 46 30 -21 29 -29 -28 -22 -25 33 34 -33 -17 -37 -24 -39 -18 -41 -3 43 -13 -45 -46 -23 -4 -30 -50
right_child=-2 2 3 -5 -6 7 8 -9 -10 -11 15 42 13 -15 -16 16 17 18 -20 26 21 22 37 31 -26 -27 27 28 48 -31 -32 32 -34 -35 -36 36 -38 38 -40 40 -42 -43 -44 44 45 -47 -48 -49 49 -51
leaf_value=-1.8660404979568569e-07 -4.9476528543510227e-06 -3.3717779875300233e-05 0.00018088523792315157 -0.00010105435601147149 -0.00018353009584386182 0.0013062599898694318 -0.0013779310742393137 8.8616881319986932e-07 8.6405966430902492e-05 0.00094279278744943446 3.3973616140526971e-06 4.484887507388798e-05 -0.00027756808979214362 2.827122986033188e-05 -0.0014221262915626817 3.6196084405067568e-05 -1.9700360659639294e-05 0.00018484274885052662 0.0015297159335618332 9.9599592459616393e-05 0.00036940299077172731 0.0012186440273459691 0.002030932836766754 -2.5721417841928985e-05 -0.00062828758544877501 -0.00050126569598909381 0.00024690356947942589 0.0018623982698449657 -0.00042210932560486809 -0.00051772225851891567 -0.00012910649475229947 0.00038348268262780041 -0.00048486660106294028 0.00042993606504751372 -0.00074100163972431457 2.0403787897064612e-05 0.00050766316185481926 0.0012611772789729431 -0.00021843494498170911 0.0017760222844663076 -8.918200882392064e-05 0.000609139746431877 -0.00012885320111454516 7.5039447078274356e-05 0.00028281335234491819 0.0013810569799810263 0.00024970163973367089 -0.00046473955097518722 0.0011672949286380405 5.0807250615131732e-05
leaf_weight=70028 173399 475 793 2322 265 40 24 28 20 25 11578 736 749 270 23 960 5210 73 22 6831 231 30 21 2326 34 84 779 27 21 52 193 32 271 80 59 223 310 51 20 20 31 59 437 45 31 58 84 52 54 45
leaf_count=70028 173399 475 793 2322 265 40 24 28 20 25 11578 736 749 270 23 960 5210 73 22 6831 231 30 21 2326 34 84 779 27 21 52 193 32 271 80 59 223 310 51 20 20 31 59 437 45 31 58 84 52 54 45
internal_value=0 8.07589e-06 2.40577e-05 -4.03711e-05 7.4937e-05 0.000146508 9.89126e-05 0.000768753 -0.000712323 3.1049e-05 3.03506e-05 -4.99846e-05 -0.000135185 -0.000223584 -0.000311668 3.81351e-05 6.02653e-05 -4.24492e-06 0.000496287 8.72209e-05 3.30357e-05 0.000210002 0.000578223 1.97001e-06 0.000244409 3.60398e-05 0.000121977 0.000278279 0.000726127 0.000199057 0.000142487 -6.80201e-05 -0.000290615 1.72353e-05 -0.000345579 0.000131731 0.0003038 0.00111523 0.000844385 -1.32832e-05 0.000642271 3.73095e-05 5.27507e-05 0.00014397 0.000688398 0.000998523 0.000504686 0.000141154 0.000470466 0.000659801
internal_weight=0 106232 36204 3544 1222 957 889 68 44 32660 32635 2883 1576 1042 772 29752 18174 5356 95 12818 5009 748 240 4261 148 508 7809 978 147 831 424 2768 442 171 91 1493 533 92 71 5261 51 534 1307 870 134 89 114 845 120 99
internal_count=279631 106232 36204 3544 1222 957 889 68 44 32660 32635 2883 1576 1042 772 29752 18174 5356 95 12818 5009 748 240 4261 148 508 7809 978 147 831 424 2768 442 171 91 1493 533 92 71 5261 51 534 1307 870 134 89 114 845 120 99
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=51
num_cat=0
split_feature=7 4 4 1 14 14 14 1 12 0 14 10 10 14 9 0 8 0 4 1 13 0 1 0 12 0 13 10 0 10 10 9 14 14 5 4 2 6 14 13 4 13 14 0 0 10 13 10 5 0
split_gain=0.00421569 0.00658324 0.00647664 0.0121843 0.00960529 0.0129978 0.0112876 0.0107014 0.00849689 0.00891203 0.00731781 0.00730417 0.0143246 0.0183128 0.00949008 0.0341754 0.0140878 0.014089 0.00953661 0.014677 0.0147711 0.0107556 0.00830419 0.0116805 0.0105252 0.0169689 0.00739803 0.00716896 0.0106728 0.00762381 0.0154603 0.0182869 0.016655 0.0219717 0.0113653 0.0166279 0.0104495 0.0121137 0.0123356 0.0107896 0.0104723 0.011619 0.0106333 0.0159008 0.0103862 0.00946102 0.0094164 0.00936881 0.00798121 0.0106343
threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3906.2051313837133 0.7231800766283526 0.45584415584415588 0.46247654784240161 1901.8677697110745 1.5000000000000002 685.91664402168703 0.45080645161290328 0.25265957446808512 0.29478609625668456 0.3623737373737374 3.5000000000000004 1086.8692189335923 2.5000000000000004 869.07031931492213 9.5000000000000018 3364.5296915318181 0.16472868217054268 1113.5670458188422 3241.4713401430272 861.95849707912703 6.5000000000000009 983.43194644661196 0.03883861236802414 0.96609195402298864 1173.0767376433671 0.90121951219512209 0.8021739130434784 2.5000000000000004 0.26006441223832533 0.28062500000000007 2.5000000000000004 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 0.11237373737373739 0.18065268065268067 7.5000000000000009 0.55086206896551737 0.26006441223832533 762.92399468051701 933.44303385326884 0.94804318488529027 0.39208074534161497 0.94804318488529027 4.5000000000000009 1104.0542682349771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -4 9 -6 11 14 13 26 18 16 -16 -18 22 -20 21 -21 24 -24 -9 -26 -13 29 -29 30 48 32 34 -34 -32 -36 -31 38 -38 45 41 42 43 -39 -42 -40 -46 -44 49 -14
right_child=1 -3 4 -5 8 6 -8 10 -10 -11 -12 12 27 -15 15 -17 17 -19 19 20 -22 -23 23 -25 25 -27 -28 28 -30 36 31 -33 33 -35 35 -37 37 40 39 -41 44 -43 47 -45 46 -47 -48 -49 -50 -51
leaf_value=3.6942712652969272e-06 -5.6210252527167511e-05 -3.4061145780278678e-06 0.00019972383361374779 -0.00082850570351266381 -0.00040524176837270837 0.00088456410717059814 0.00016669998033958032 -7.326113366629815e-07 -0.00058245844072081791 4.6618192397073913e-05 -0.00074046377908416623 -0.0012220006439990054 8.7178112905971124e-05 0.00084055345289706226 5.9633529119373475e-05 0.00225268896929698 0.00030710014468890483 0.0015477174755955383 0.00078295076291040328 -0.0012891631944243003 0.00076904088385741816 4.7530165808412302e-05 -0.0013078416132235103 -0.00010887745931442526 0.0011373802829766648 -0.00045803230789897496 -0.00038900122526988281 0.0011541393709194382 8.545997893520507e-05 8.8253674453073906e-06 0.00037510690495666017 -0.00089601808469052667 -0.0015759758441708982 0.00029735550240527826 0.0014120232686309466 -0.00016884273971386611 0.0007851697642318145 0.00010674407523175753 0.0001452013966627419 0.00040794797415072295 9.0332840308321707e-05 -0.0016032724512375094 -0.00049986238322722221 -0.0011419171018798541 -0.00075539700266426268 -0.0010925986525284028 0.0002854874931342368 0.00092006095011518997 -0.00016822889738609108 -0.00023315298706196095
leaf_weight=113777 6146 149049 864 44 146 57 1393 1569 93 432 32 30 1900 29 401 21 70 34 102 27 33 34 28 74 50 25 239 33 80 978 129 27 20 72 80 21 49 37 26 47 155 28 26 82 97 38 28 21 558 300
leaf_count=113777 6146 149049 864 44 146 57 1393 1569 93 432 32 30 1900 29 401 21 70 34 102 27 33 34 28 74 50 25 239 33 80 978 129 27 20 72 80 21 49 37 26 47 155 28 26 82 97 38 28 21 558 300
internal_value=0 -5.49725e-06 6.8561e-06 3.37257e-06 4.42089e-05 5.6564e-05 0.000194919 3.29455e-05 -0.00013889 -6.75194e-05 1.406e-05 1.72378e-05 -1.67654e-05 -0.000353206 8.7917e-05 0.00027631 0.000194124 0.000712687 3.68899e-05 0.000367592 -8.31174e-05 -0.000544121 -2.33538e-07 -0.000438005 2.69275e-05 0.000605576 -0.000481901 3.98357e-06 0.000397552 -5.44073e-06 4.03358e-05 0.000353875 0.00045868 -0.00010989 0.000686108 0.00108333 -9.36713e-05 -0.000251781 0.000124396 -0.000167297 -0.000378761 -0.000661105 -0.000502186 -0.000753678 -0.000183137 -0.000589742 -0.000522239 0.000134571 6.60186e-07 4.34966e-05
internal_weight=0 155195 124436 113821 10615 9944 1450 8494 671 578 7630 7598 5130 298 2468 526 505 104 1942 196 94 61 1746 102 1644 75 269 4832 113 4719 3107 349 322 92 230 101 1612 634 160 111 474 194 166 119 280 64 125 47 2758 2200
internal_count=279631 155195 124436 113821 10615 9944 1450 8494 671 578 7630 7598 5130 298 2468 526 505 104 1942 196 94 61 1746 102 1644 75 269 4832 113 4719 3107 349 322 92 230 101 1612 634 160 111 474 194 166 119 280 64 125 47 2758 2200
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 7 0 3 6 1 4 1 3 3 12 5 0 10 7 1 1 7 1 5 8 9 14 14 5 10 3 4 7 14 14 8 13 13 6 0 6 3 10 0 14 1 6 9 13 12
split_gain=0.00419866 0.0346954 0.0216795 0.0205656 0.0167671 0.0173175 0.0164077 0.0147594 0.0145191 0.0138926 0.0130468 0.0122156 0.0200608 0.0142887 0.0248381 0.0157246 0.0159732 0.0119034 0.0118279 0.0133189 0.0112869 0.0125197 0.0115129 0.0107429 0.0107205 0.0105911 0.0113773 0.0122375 0.0129606 0.0110573 0.0132937 0.0105374 0.0104302 0.0104069 0.0326893 0.0106623 0.0101244 0.0100111 0.0097477 0.00957336 0.00950795 0.0100448 0.00935944 0.0124738 0.00924062 0.0104906 0.00919755 0.00910317 0.00904136 0.00895203
threshold=17.500000000000004 2001.0640350640863 2118.0588098971061 19.500000000000004 2311.1327031133555 1.0000000180025095e-35 561.86879974510146 16.500000000000004 1.5000000000000002 2157.1361945500553 6.5000000000000009 2438.1594628963853 21.500000000000004 20.500000000000004 1.5000000000000002 1.0000000180025095e-35 1054.4749595559522 0.34891304347826091 2.5000000000000004 1856.8865825385751 2299.1146759378844 1.5000000000000002 2177.0305804108953 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.6984848484848486 0.16496598639455784 7.5000000000000009 0.95293466223698797 18.500000000000004 7.5000000000000009 1.0000000180025095e-35 0.59317129629629639 0.61651583710407254 1.0000000180025095e-35 0.29217479674796754 0.26138716356107666 4.5000000000000009 690.31264847099226 1.0000000180025095e-35 18.500000000000004 0.33012820512820518 891.78880821500877 0.76533166458072599 1901.8677697110745 1.5000000000000002 1.5000000000000002 0.04819976771196284 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 18 4 5 -4 17 39 9 23 -1 13 33 14 15 -8 38 -5 19 24 21 22 -16 32 -2 26 27 -20 -29 30 42 40 -9 49 -35 -36 -25 -6 -17 -3 -21 -42 -28 -44 45 -12 -46 -26 -37 -13
right_child=2 7 3 6 37 -7 11 8 -10 -11 44 12 -14 -15 20 16 -18 -19 25 31 -22 -23 -24 36 47 -27 29 28 -30 -31 -32 -33 -34 34 35 48 -38 -39 -40 -41 41 -43 43 -45 46 -47 -48 -49 -50 -51
leaf_value=-2.7114098382196114e-06 0.00057094486602646711 -0.00015996171172491438 2.6457670456814027e-05 0.00034848618323819486 -0.00015672042371715349 -0.00011412444725816184 0.00072499091707868514 0.00012408160274192241 -0.00028753682165947838 -0.0003584263107700705 0.0001702666163287255 -0.00028053437914796577 -1.3279515222836446e-06 7.3509764717331969e-05 -8.5722668292535599e-05 -0.0004091944278842276 -3.8632439937783745e-05 -0.00011109170138629991 4.6177058120582025e-05 0.00012462086287366391 -6.3054863412338136e-05 -3.8334409101945384e-05 0.00020110375784718236 -0.0003641294379213417 -8.1813110498726333e-06 0.0001471986347574462 -0.00074657003421509896 -0.00015639788007205241 -0.00089265760705588509 -0.00045611522784975577 0.00028222028783992363 0.00028781922427669512 -9.2559596081999738e-05 0.0017310713402306041 0.00058004481024513752 -0.0010051958525710851 5.3294261292649032e-05 -0.0004904843591515708 -0.0014184512859210373 -0.00048069819003200922 -1.6943838957904541e-05 9.1666236269412116e-05 0.00029025177163930497 -0.00045757416784788927 1.0941842524042268e-05 -2.0612656022828656e-05 -0.00047706258724247166 0.00039391922562468772 -3.7138204718659446e-05 -9.0936802034856875e-05
leaf_weight=180826 225 484 4141 581 738 4651 40 1380 776 322 2556 1033 39640 11250 430 556 389 186 881 3825 2445 1489 1877 368 329 829 51 1664 62 83 595 524 930 30 46 34 240 323 25 448 4926 3749 144 91 393 1002 128 246 83 1567
leaf_count=180826 225 484 4141 581 738 4651 40 1380 776 322 2556 1033 39640 11250 430 556 389 186 881 3825 2445 1489 1877 368 329 829 51 1664 62 83 595 524 930 30 46 34 240 323 25 448 4926 3749 144 91 393 1002 128 246 83 1567
internal_value=0 -4.21317e-06 8.90956e-06 -3.49023e-06 -7.05691e-05 -4.79108e-05 7.22156e-06 -0.000134877 -9.32766e-05 -4.675e-05 -7.16637e-07 4.32878e-06 -1.04535e-05 3.82328e-05 -1.64998e-05 -0.000246536 -0.000286599 0.000237037 5.75956e-05 8.03211e-05 2.07278e-05 7.46921e-05 0.000147642 -1.23567e-05 0.000278344 -1.38036e-05 -5.11799e-05 -0.00010545 -0.000182845 9.55866e-05 0.000147563 6.81575e-05 3.68624e-05 -0.00013997 0.000214275 -6.489e-05 -0.000199357 -0.000258328 -0.000452622 -0.000314135 5.89493e-05 2.99932e-05 -0.000132581 6.6811e-07 8.77136e-05 0.000116511 -0.000108952 0.000163848 -0.000318454 -0.000166265
internal_weight=0 189853 89778 71554 9853 8792 61701 4948 4016 3240 184905 60934 42433 18501 7251 1010 970 767 18224 13824 6241 3796 2307 2918 800 4400 3571 2607 1726 964 881 13024 2310 2793 193 163 608 1061 581 932 12500 8675 286 235 4079 3558 521 575 117 2600
internal_count=279631 189853 89778 71554 9853 8792 61701 4948 4016 3240 184905 60934 42433 18501 7251 1010 970 767 18224 13824 6241 3796 2307 2918 800 4400 3571 2607 1726 964 881 13024 2310 2793 193 163 608 1061 581 932 12500 8675 286 235 4079 3558 521 575 117 2600
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=51
num_cat=0
split_feature=8 3 1 1 7 8 6 6 7 1 8 3 0 8 3 1 4 5 0 12 0 4 0 10 14 10 14 14 8 1 10 0 0 8 13 0 6 9 0 14 13 10 2 6 8 14 10 0 7 14
split_gain=0.00444136 0.00662134 0.0197044 0.0148194 0.0117672 0.00964033 0.00984378 0.0243191 0.0092765 0.0104195 0.00939075 0.00926927 0.00960231 0.00911401 0.0193155 0.0182291 0.0160507 0.012171 0.0116341 0.00998139 0.0145159 0.0132294 0.0231244 0.0125202 0.032799 0.0179279 0.0143533 0.0133734 0.0109609 0.0149936 0.0146441 0.0130102 0.0118139 0.0109087 0.00990956 0.00932946 0.0092009 0.00910035 0.00898548 0.00895946 0.0131952 0.00877033 0.0136012 0.0249741 0.0148404 0.0113754 0.011647 0.0124471 0.0159563 0.012653
threshold=1.5000000000000002 26.500000000000004 3049.3733999235665 3007.5741317529969 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 2408.1508409761141 4.5000000000000009 27.500000000000004 977.9268823093272 5.5000000000000009 27.500000000000004 2790.319728588885 4.5000000000000009 10.500000000000002 861.95849707912703 3.5000000000000004 989.51400485044212 2.5000000000000004 933.44303385326884 0.96225071225071235 0.14119601328903655 0.62645348837209314 0.21807065217391305 0.1012820512820513 3.5000000000000004 2904.5200653263769 0.17752100840336138 933.44303385326884 961.9848145785071 4.5000000000000009 0.18301435406698566 961.9848145785071 3.5000000000000004 2.5000000000000004 635.88762092633704 0.2022727272727273 0.44590643274853808 0.04819976771196284 2.5000000000000004 4.5000000000000009 4.5000000000000009 0.050641025641025648 0.75337837837837851 869.07031931492213 2.5000000000000004 0.45584415584415588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 5 11 -7 -8 37 -10 38 -3 -13 19 16 -16 18 -17 -15 -6 21 22 -21 25 35 28 -26 -27 29 30 34 -32 36 -22 -23 -25 -30 41 -11 -19 -41 -2 -43 44 -44 -46 -47 48 49 -48
right_child=1 2 -4 -5 13 6 7 -9 9 10 -12 12 -14 14 15 17 -18 39 -20 20 33 23 -24 24 26 27 -28 -29 32 -31 31 -33 -34 -35 -36 -37 -38 -39 -40 40 -42 42 43 -45 45 46 47 -49 -50 -51
leaf_value=4.1547334439030935e-06 5.5827483358756035e-05 -0.00059154203424976602 -1.3633747321284116e-05 -0.00033276539662373543 0.00010997867399142358 -0.00076275925655863838 0.001766091353259981 -0.00012574262786898234 -6.3536762553822871e-05 0.00050742613530019298 0.00039586358939232015 -0.00047770502681557378 0.00089471235260134567 -3.1365951244052584e-05 0.0007699430070226632 -0.00034667064254456908 -3.7214173062238843e-06 0.001317698154820218 -0.0013883607499987453 -0.0011268347336612571 0.00017062200485388926 9.9643149213599316e-05 0.00096591791873586121 0.000657699124947671 0.0027292228679960738 0.00073289784408795333 0.0010832787422394312 -0.00051384426364836004 -0.00033041897473403401 0.00043878686595971456 0.0010315932255512703 0.0025848493750135486 0.001164547965163365 -0.0006235282647195368 0.0013883120975851154 -0.00072742122923955324 0.00085195392292960266 2.2847272250065201e-05 -0.00059512936434811062 0.00077135781248216517 -0.00077956924290750371 -9.1991495680834395e-06 -4.0686191830163424e-05 -0.00043926321487512622 -0.00082226798043082366 -0.00032107110249731535 -0.00024586212834420382 -0.00053110635799615165 0.0010312583793521575 0.00047690113021114184
leaf_weight=194902 3487 141 9309 366 1506 20 25 53 772 20 32 26 25 22 93 139 82 21 56 33 368 35 22 31 26 30 27 76 76 168 28 26 24 49 26 20 21 15090 243 32 24 36244 14295 433 76 626 164 79 46 96
leaf_count=194902 3487 141 9309 366 1506 20 25 53 772 20 32 26 25 22 93 139 82 21 56 33 368 35 22 31 26 30 27 76 76 168 28 26 24 49 26 20 21 15090 243 32 24 36244 14295 433 76 626 164 79 46 96
internal_value=0 -9.55713e-06 2.3792e-05 -1.54154e-05 0.00012776 -0.000176646 0.000226865 0.000480614 -1.37955e-05 -0.000160122 -0.000412882 -0.000382604 0.000195049 0.000156599 -4.6227e-05 0.00018467 -0.000492146 -6.7323e-05 -0.00100562 0.000193299 0.000308842 0.000453164 -0.000289734 0.00051971 0.0010197 0.000417752 0.00189072 -0.000160993 0.000569601 0.000739896 0.00117978 0.00177946 0.000171309 7.73046e-05 0.000648912 0.000114515 -7.44413e-05 -1.15852e-05 -0.000511285 0.000436954 0.000106675 -2.09393e-05 -2.60813e-05 -6.47709e-05 -5.4229e-05 -0.000232329 -0.000187981 2.84197e-05 0.000172873 2.10043e-05
internal_weight=0 84729 12660 72069 3351 290 98 78 71703 1067 295 192 51 3061 469 309 160 216 78 2592 1086 669 55 614 104 510 53 106 404 283 115 54 121 417 61 51 97 70636 263 77 56 55546 52059 15815 15382 1087 1011 385 306 260
internal_count=279631 84729 12660 72069 3351 290 98 78 71703 1067 295 192 51 3061 469 309 160 216 78 2592 1086 669 55 614 104 510 53 106 404 283 115 54 121 417 61 51 97 70636 263 77 56 55546 52059 15815 15382 1087 1011 385 306 260
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=51
num_cat=0
split_feature=7 4 4 1 3 1 14 8 1 12 9 10 10 1 3 5 14 8 8 12 14 13 10 13 10 5 3 0 0 12 10 0 1 10 10 12 10 14 10 1 0 13 13 4 0 0 6 14 0 10
split_gain=0.00419267 0.0092292 0.00869047 0.0135416 0.0127108 0.0165547 0.0144789 0.0114262 0.0122895 0.0160359 0.0140146 0.0253891 0.0162588 0.014205 0.0111938 0.0124754 0.0154908 0.0102361 0.0102094 0.012921 0.0115177 0.0105262 0.0126584 0.0113636 0.0111072 0.0104922 0.0129649 0.0202033 0.0169451 0.0187261 0.0123847 0.0107661 0.00970778 0.00952637 0.0111925 0.00948438 0.0224022 0.0139944 0.0144062 0.00958065 0.00901876 0.00869776 0.00868465 0.00881067 0.0086336 0.00852793 0.0193744 0.0223676 0.0201107 0.0188279
threshold=1.5000000000000002 16.500000000000004 9.5000000000000018 3616.7164640063575 27.500000000000004 3091.4684149673285 0.53033088235294124 9.5000000000000018 3049.3733999235665 6.5000000000000009 3.5000000000000004 0.42705167173252284 0.49418604651162795 3521.6014656366374 31.500000000000004 3.5000000000000004 0.03509852216748769 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 0.053342816500711245 0.29217479674796754 0.3133928571428572 0.053342816500711245 0.084523809523809543 12.500000000000002 33.500000000000007 924.13557371275863 1033.4556649327824 4.5000000000000009 0.16843971631205676 942.80558483579864 3297.5540643465279 0.68819444444444455 0.33012820512820518 6.5000000000000009 0.19139194139194141 0.21807065217391305 0.1126984126984127 3241.4713401430272 899.47091450355208 0.33712121212121215 0.15075757575757578 6.5000000000000009 1046.9030864338465 806.96991629943716 1.5000000000000002 0.059714795008912663 1046.9030864338465 0.22361111111111112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -6 12 45 13 -10 15 32 -17 -8 -5 21 -21 23 24 -20 -23 26 31 -28 29 -29 -30 -25 44 34 35 36 37 38 -7 -37 -15 -16 -36 -44 -14 -12 49 -48 -49 -47
right_child=1 -3 -4 18 6 33 17 -9 10 -11 11 -13 14 40 41 16 -18 -19 19 20 -22 22 -24 25 -26 -27 27 28 30 -31 -32 -33 -34 -35 42 39 -38 -39 -40 -41 -42 -43 43 -45 -46 46 47 48 -50 -51
leaf_value=2.4655833359753817e-06 -1.1075748120355348e-05 0.0010131847240369429 9.5876880709104334e-05 -0.0010027972118666348 0.00045639184267906048 -0.00091120257095420086 0.0014985455200076103 -0.00099077079817652702 -0.0001085334249815224 -0.0010043658391805366 0.00012241083643053013 -0.00074499833664735341 0.00037248063483275474 -0.0013661236563584189 0.00078212573357364719 0.0010229353593119109 -0.00015229602646447491 0.00037047092585911992 2.565251443312939e-05 0.00087216735914900749 -7.3325847513339626e-05 0.00033030547451094858 0.0006217898716474133 -0.00064589169211314479 -0.0010333184230603366 0.00042850423778872937 0.00022762460256013457 -0.0029673600488382837 0.0003519451636384474 -0.0011409260526609919 -0.0011384151524196015 0.00035500112740423492 0.00018610578386624491 -0.00074880558562914052 0.00040100894239780888 0.00036140431044623259 -0.0012697648222693599 0.00027618294258079513 0.00036325100692920388 -0.00075240483050807738 -0.00036365912993348683 -0.0001313562287499995 -0.0010796781600220129 0.00010210810027986198 0.0018240349008313691 0.0014154805020270629 0.0015980927683413031 0.00027252775402805896 -0.0011524597319000731 -2.9571667255368085e-06
leaf_weight=204462 68495 22 2515 39 310 85 22 25 801 20 208 57 20 37 102 30 429 234 109 49 94 28 62 69 32 24 29 23 20 36 46 44 89 84 117 75 69 82 30 26 57 35 24 46 21 87 25 123 31 32
leaf_count=204462 68495 22 2515 39 310 85 22 25 801 20 208 57 20 37 102 30 429 234 109 49 94 28 62 69 32 24 29 23 20 36 46 44 89 84 117 75 69 82 30 26 57 35 24 46 21 87 25 123 31 32
internal_value=0 -1.07469e-05 3.48789e-06 2.37399e-06 3.11533e-06 1.67207e-06 0.000109023 7.28871e-05 8.34644e-05 0.000367861 4.04924e-05 0.00025541 -3.41519e-05 -0.000176771 0.000141667 4.69793e-05 -7.54835e-05 0.000467415 -0.000216546 -0.000170435 0.000250654 -0.00028579 0.000120765 -0.00040979 -0.000396961 -0.000572894 -0.000662907 -0.000961362 -0.00123721 -0.00185293 -0.000686791 -0.000256164 0.000479367 -0.000252626 -0.000177393 -0.000337817 -0.000494442 -0.000222882 -0.000578736 7.46812e-05 -0.000758246 0.000548754 0.000137448 -0.000303076 0.00111596 0.000368104 0.000539594 0.000210877 -1.43204e-05 0.00103405
internal_weight=0 68517 211114 208599 207895 205100 2795 2539 2514 330 2184 563 1621 895 726 589 459 256 704 665 143 522 122 400 60 291 267 154 125 59 66 113 130 638 554 367 266 197 115 101 94 137 187 70 41 506 298 179 154 119
internal_count=279631 68517 211114 208599 207895 205100 2795 2539 2514 330 2184 563 1621 895 726 589 459 256 704 665 143 522 122 400 60 291 267 154 125 59 66 113 130 638 554 367 266 197 115 101 94 137 187 70 41 506 298 179 154 119
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 10 4 0 10 1 0 10 12 0 6 14 0 7 14 6 6 2 0 10 0 13 13 7 2 6 3 9 14 14 11 10 9 7 10 9 10 14 13 0 0 9 14 0 13 14
split_gain=0.00416402 0.0262804 0.0260632 0.0188701 0.0156472 0.0103714 0.00989737 0.0207907 0.0128497 0.0146446 0.0115992 0.0108033 0.00911333 0.00895898 0.00886073 0.0107914 0.00896265 0.0109967 0.00940468 0.00893406 0.00875551 0.0295757 0.0163235 0.0235722 0.014431 0.013675 0.0151004 0.0214085 0.0205433 0.0166472 0.016825 0.0161047 0.0136115 0.0126232 0.0125919 0.0120744 0.0152575 0.0128803 0.0120663 0.0222882 0.0127177 0.0163097 0.0251059 0.0142004 0.0153813 0.0133563 0.0139901 0.0132051 0.0144481 0.0123519
threshold=15.500000000000002 1894.0094888517563 1806.8431918941753 16.500000000000004 2072.0032658042055 0.24695121951219515 5.5000000000000009 1289.0088005912796 0.81322674418604668 1540.7638108329954 812.90213645256711 0.65450928381962881 3.5000000000000004 933.44303385326884 5.5000000000000009 0.71714285714285719 566.0070618150188 1.0000000180025095e-35 0.46770833333333339 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 658.36447093627214 0.45584415584415588 710.35227943193206 0.23861283643892342 0.47722567287784684 5.5000000000000009 2.5000000000000004 3.5000000000000004 28.500000000000004 3.5000000000000004 0.60263157894736852 0.063164893617021281 0.17083333333333336 0.27149877149877155 3.5000000000000004 3.5000000000000004 0.1126984126984127 2.5000000000000004 0.04819976771196284 0.52086956521739147 0.080540540540540564 835.12391301254218 773.3327466365821 3.5000000000000004 0.087595907928388769 809.90619584897706 0.17445652173913045 0.22792207792207794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 12 14 -1 8 9 -8 -10 -11 -3 -4 16 -16 19 -18 -19 -2 21 34 23 -22 35 -24 27 -27 -28 30 -30 -31 -29 -26 38 37 -37 -23 40 -40 41 -5 -43 44 -44 -42 -47 -48 -49 -41
right_child=1 3 13 20 -6 -7 7 -9 10 11 -12 -13 -14 -15 15 -17 17 18 -20 -21 22 24 25 -25 33 26 28 32 29 31 -32 -33 -34 -35 -36 36 -38 -39 39 49 45 42 43 -45 -46 46 47 48 -50 -51
leaf_value=-5.0842173781013997e-06 0.00024391121594542344 -0.00013669098669062744 -9.9432280992502506e-05 4.6019257697058653e-06 -0.00052286838485955081 3.7494159952244054e-05 0.00026932117513366196 0.0016615647840080784 4.1017486240371531e-05 1.3586302509474076e-05 -0.00013982011261130038 0.00029489007814094116 2.1890666907782408e-05 -0.00030593350372414268 -2.6139649673409408e-05 0.0015113355580251666 0.00022645110631952541 0.0001050434375102671 -6.7140912991808495e-05 0.0010555746930347395 0.00010997960757088027 -0.00010380650564087268 -3.6017426506469415e-05 -9.3047128931577537e-05 0.00041738276173605422 5.5904757021751612e-05 5.4504458043050183e-05 -0.00048353536630769728 -7.5824311943045963e-05 -0.00027031521895204419 0.00018270011038163495 0.00033431307264963683 0.00071509936891603646 -2.1269457971297999e-05 -0.00040843399928219517 -0.00015955258950726227 -0.00054394323479663078 0.00048919440977414591 3.8348825603566747e-05 0.00024389002395878756 -0.00017752114202800672 -0.00044108150996180484 0.00081338503834238831 0.00017176262103663141 0.0023447955772280694 0.0014525515294570308 0.0004378052523686474 -0.001161789842573104 0.00042161647113971414 7.1858160701622706e-05
leaf_weight=146110 582 2742 3347 1811 214 15885 1082 20 2982 2433 1262 397 1353 623 21 25 1097 2273 1218 36 5841 1636 37195 1893 195 13555 4382 266 4814 1478 724 119 26 1032 149 854 370 97 13275 2424 1532 60 91 68 20 22 109 34 25 1832
leaf_count=146110 582 2742 3347 1811 214 15885 1082 20 2982 2433 1262 397 1353 623 21 25 1097 2273 1218 36 5841 1636 37195 1893 195 13555 4382 266 4814 1478 724 119 26 1032 149 854 370 97 13275 2424 1532 60 91 68 20 22 109 34 25 1832
internal_value=0 6.96706e-06 -5.34341e-06 -3.71678e-06 -0.000106076 5.7633e-05 -2.08853e-06 5.14463e-05 4.7498e-05 0.000112866 -1.27566e-05 5.30484e-05 -8.42951e-05 -0.000131838 0.000118544 0.000809445 0.000112439 8.83616e-05 4.49688e-05 0.000291193 8.81067e-07 2.58941e-05 -8.24124e-06 6.02861e-05 -9.57105e-05 -1.67131e-05 1.15957e-05 4.67799e-05 -3.07066e-05 -8.30394e-05 -4.20266e-05 -0.000225262 -0.000376808 4.8443e-05 4.96119e-05 -0.000155527 -0.000275749 -7.06149e-05 5.28156e-05 7.02706e-05 -2.83094e-05 5.58356e-05 0.000444054 0.000740748 0.00108931 -0.000128482 0.000266929 0.000111669 -0.000490855 0.000169839
internal_weight=0 121375 158256 100238 4309 21137 154286 8176 8156 3912 4244 2830 4095 3970 5252 46 5206 4588 3491 618 95929 25636 70293 7734 4184 62559 25364 13847 11517 7135 5538 1597 292 1227 21452 2957 1224 1733 21303 17531 3772 2050 239 179 111 1722 190 168 59 4256
internal_count=279631 121375 158256 100238 4309 21137 154286 8176 8156 3912 4244 2830 4095 3970 5252 46 5206 4588 3491 618 95929 25636 70293 7734 4184 62559 25364 13847 11517 7135 5538 1597 292 1227 21452 2957 1224 1733 21303 17531 3772 2050 239 179 111 1722 190 168 59 4256
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=51
num_cat=0
split_feature=3 1 1 9 0 1 3 13 12 13 13 6 14 13 13 3 10 0 8 6 5 0 10 10 3 7 0 10 14 4 7 1 7 8 13 0 13 10 13 0 14 14 11 11 14 10 9 10 0 14
split_gain=0.00425747 0.022747 0.0157868 0.0110382 0.0120833 0.00998054 0.0183661 0.0159649 0.0195403 0.0201455 0.0196206 0.0159939 0.0178851 0.0138074 0.0165785 0.0169785 0.0201476 0.0150893 0.0219094 0.0169259 0.0149693 0.0151045 0.0228081 0.038124 0.014941 0.0148013 0.0146371 0.0140006 0.0148718 0.0139613 0.0152304 0.0128739 0.0175755 0.0177112 0.0144583 0.0177188 0.0165243 0.0145787 0.0125653 0.0113384 0.016377 0.0202548 0.0111655 0.0127633 0.0110632 0.0108087 0.0104633 0.017407 0.0331894 0.0159666
threshold=29.500000000000004 3438.6371619929478 3364.5296915318181 4.5000000000000009 1033.4556649327824 2969.5094685919271 25.500000000000004 0.29478609625668456 4.5000000000000009 0.70135135135135152 0.76568627450980398 2.5000000000000004 0.35388994307400384 0.21132376395534294 0.11237373737373739 28.500000000000004 0.83558558558558571 1433.692583700579 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1007.5118299007487 0.74133811230585434 0.92450142450142458 28.500000000000004 1.5000000000000002 1135.086528240877 0.036375661375661381 0.23904761904761906 6.5000000000000009 2.5000000000000004 2486.2186977821766 5.5000000000000009 4.5000000000000009 0.43826219512195125 861.95849707912703 0.10102040816326532 0.92450142450142458 0.41277890466531447 972.47622060718538 0.88348416289592768 0.3373983739837399 0.037749287749287756 0.21980676328502416 0.04210992907801419 0.47673160173160178 3.5000000000000004 0.16843971631205676 838.67050112781965 0.13714733542319751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 44 13 9 11 45 12 -9 14 15 16 -7 18 19 -18 21 -15 24 -24 29 -22 -17 28 -16 -23 -31 39 42 34 36 -36 37 -34 -10 40 41 -8 -33 -44 -1 -11 47 48 49 -29
right_child=2 -3 3 4 -6 7 31 8 38 10 -12 -13 -14 20 27 26 17 -19 -20 -21 25 22 23 -25 -26 -27 -28 46 -30 30 -32 32 33 -35 35 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0001373298504689892 0.00013422808474708114 -0.00058455345706043846 -2.0671772573812086e-05 0.0001751171700996333 0.0012222935641572502 -2.2412665992454614e-06 0.00044121879725839554 -0.0006102726121209966 0.00045096626733425187 0.0003693079373555347 -0.00010219091480528867 -8.7757374330194954e-05 7.8380482407932765e-05 2.6465951691862061e-05 -9.3006910916016089e-05 0.00013925009433332441 0.0013456677615581811 0.00017932337304731017 -0.00081528972040592466 -0.00055245895734212054 0.00016968616334700281 -0.00085369986983197226 0.0026473597662212949 0.00033583617292937232 0.00096846430840245878 -0.0017097093429765666 0.0009424056659822857 -0.00084369388142866743 0.00098196026829487464 0.0005294409712494635 -0.00087048392512466917 8.8287425688482311e-05 0.00045343813580984716 0.0011537538008997217 0.0010156833111042423 -0.00038744079077635739 -0.0010861800017536176 -0.00075495151708869696 -0.00045710858877282592 9.007586429953367e-05 -0.00031571279343386944 0.0021083485960428205 0.0017886226333212109 0.00030234103049644128 -5.0679938569687037e-07 0.001973520944427167 2.9523369442370588e-05 -0.0002592006132915784 -0.00021680754543922378 -0.0026540028445165738
leaf_weight=1486 2743 167 6920 337 30 1993 38 596 160 21 108 349 112 347 102 810 23 81 215 24 22 36 30 44 55 20 61 21 47 102 24 5241 48 20 35 63 99 52 50 87 22 35 20 52 255596 21 229 736 72 29
leaf_count=1486 2743 167 6920 337 30 1993 38 596 160 21 108 349 112 347 102 810 23 81 215 24 22 36 30 44 55 20 61 21 47 102 24 5241 48 20 35 63 99 52 50 87 22 35 20 52 255596 21 229 736 72 29
internal_value=0 -1.18999e-06 3.19863e-05 -6.49998e-06 0.000260717 -8.2841e-07 6.89407e-07 -6.18414e-05 -0.000210381 -0.000287828 0.000254419 -0.000364779 -0.000501333 -2.07561e-05 -5.28691e-05 7.09128e-06 -6.31582e-05 -0.000417116 -0.000601511 0.000376412 0.000189065 0.000249255 0.000514919 0.00127294 0.000256423 -0.000725264 0.000195499 -0.000208446 0.000246077 1.46801e-05 0.000262789 8.85838e-05 7.52042e-05 -0.000286464 -0.000383448 0.000113675 -0.000628263 -0.000174924 0.000234758 0.000502469 0.000880135 0.00124053 9.67831e-05 0.000715197 -1.29767e-06 0.00117141 -0.000270749 -0.000350892 -0.000904048 -0.00189367
internal_weight=0 269601 10030 7287 367 269434 262894 6540 1417 1207 150 1057 708 5123 4443 3207 2336 343 262 47 680 638 291 74 217 42 871 1236 149 162 126 5812 5630 317 297 98 199 100 210 182 95 73 5313 72 257082 42 1087 858 122 50
internal_count=279631 269601 10030 7287 367 269434 262894 6540 1417 1207 150 1057 708 5123 4443 3207 2336 343 262 47 680 638 291 74 217 42 871 1236 149 162 126 5812 5630 317 297 98 199 100 210 182 95 73 5313 72 257082 42 1087 858 122 50
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=51
num_cat=0
split_feature=8 3 14 6 0 3 10 4 10 10 13 10 10 6 3 0 10 13 1 12 10 13 6 0 0 0 10 3 10 10 13 0 1 4 13 10 0 8 0 7 3 1 1 7 8 7 0 6 14 1
split_gain=0.0042552 0.00662213 0.00985247 0.0145168 0.00862816 0.0085037 0.0090991 0.00856883 0.0105736 0.0122311 0.0128205 0.0102098 0.0100047 0.00910886 0.0122448 0.0119346 0.0104106 0.0232475 0.0102019 0.0100877 0.0132879 0.00946841 0.00860134 0.0110297 0.0091066 0.0127693 0.00923293 0.014761 0.00907487 0.00895525 0.00857256 0.00856393 0.00824307 0.00700012 0.00697615 0.00682415 0.00680636 0.00780393 0.00638462 0.00617044 0.00640187 0.0172279 0.0127064 0.0108882 0.00996259 0.00897365 0.046201 0.00872481 0.00883583 0.0169559
threshold=1.5000000000000002 39.500000000000007 0.11834733893557424 4.5000000000000009 1086.8692189335923 38.500000000000007 0.27842377260981915 10.500000000000002 0.40238095238095245 0.30151515151515157 0.080540540540540564 0.96824596774193561 0.97182539682539693 2.5000000000000004 34.500000000000007 1124.0910823067372 0.96076923076923093 0.074537037037037054 2969.5094685919271 3.5000000000000004 0.76568627450980398 0.13680926916221037 1.0000000180025095e-35 798.01459575955221 872.92399865907191 916.44505744395212 0.2022727272727273 32.500000000000007 0.15849282296650721 0.25265957446808512 0.22792207792207794 933.44303385326884 3521.6014656366374 11.500000000000002 0.061553030303030311 0.69337606837606847 989.51400485044212 1.0000000180025095e-35 1040.0256050067871 16.500000000000004 26.500000000000004 3049.3733999235665 3007.5741317529969 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018 957.12540010465557 8.5000000000000018 0.77951388888888895 2536.1172374379967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 9 22 -11 13 34 14 16 -16 21 -18 -19 35 -21 36 -9 -24 -25 -26 28 -28 38 -29 31 -23 -12 -20 -13 -15 37 -10 -27 40 42 43 47 -42 45 -45 -47 48 -2 -50
right_child=39 2 4 -5 -6 6 -8 8 11 10 32 12 -14 19 15 -17 17 18 33 20 -22 30 23 24 25 26 27 29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 44 -46 46 -48 -49 49 -51
leaf_value=3.2350460236927753e-06 -2.1525721900312648e-05 -0.00094622873701155185 0.001439300314814318 0.00076781065380644243 0.00035991732255314236 -0.0014217775417602668 -0.00016569563607766254 -0.00062722604270675224 0.00087772883164385961 -0.0012774363374085846 -0.0005301725607649941 -0.0013245199589342204 0.00061239869267280616 5.2049267238048337e-05 0.0019659255561418833 0.00040494702510234979 0.0018586579073384844 0.0012550879849004559 -0.00063982317008561007 -0.00023993366377671128 0.0010528575000353158 8.5372621903107281e-05 -0.00062002421521659319 0.0013133534740301827 -0.0009188270037570461 0.00096019026194323575 -0.00013510764396050943 0.0021651447657495735 -0.0005333776499192493 0.00070328007330483001 0.00010960306153983634 0.0013172079768400033 0.00073585232457844545 0.00047893418992191135 -0.00011791629367507994 -0.0011444621361218967 -0.00039397532887960559 -0.00028292087289238617 6.5810093968009055e-05 -0.00077950365039913989 -0.00017154059512841774 -1.1253716026699213e-05 -0.00030873056386126389 0.00015591675587062795 -0.00028442525799619037 0.002019164972443832 -0.00095733607674694868 -0.00073381083256251827 3.2878735458262636e-05 -0.00028791740430706878
leaf_weight=193650 57861 30 24 21 81 21 46 36 30 37 36 23 21 22 25 24 34 20 27 46 35 21 36 21 22 31 25 20 39 22 69 43 20 29 25 26 80 28 56 26 290 9299 366 2864 127 32 22 42 13375 425
leaf_count=193650 57861 30 24 21 81 21 46 36 30 37 36 23 21 22 25 24 34 20 27 46 35 21 36 21 22 31 25 20 39 22 69 43 20 29 25 26 80 28 56 26 290 9299 366 2864 127 32 22 42 13375 425
internal_value=0 4.06673e-06 0.000329703 -0.000240448 0.000606633 3.80588e-06 -0.000559393 3.99971e-06 0.000147904 -5.26738e-05 -0.000555208 0.000275979 -0.000297848 0.000346809 0.000457359 0.00120136 0.000361673 0.000771909 0.000285732 -2.16889e-05 0.00031868 0.000195157 9.90653e-05 0.000195192 0.000319547 0.000222478 0.000352575 0.000826826 0.000100393 0.00139941 0.000496206 0.000913012 -7.80208e-05 -6.04667e-05 -0.000696081 -0.000596061 -9.49851e-05 0.000317415 0.000384497 -9.35469e-06 -9.11829e-06 2.37122e-05 -1.48736e-05 0.000121208 0.000149089 0.000167957 0.000806516 -1.33737e-05 -1.29514e-05 2.29991e-05
internal_weight=0 194902 156 51 105 194746 67 194679 1029 401 93 628 69 559 430 49 381 110 76 129 81 271 308 272 236 215 193 67 126 42 133 64 56 56 48 48 138 58 87 84729 84703 12634 72069 3335 3045 2918 54 71703 71661 13800
internal_count=279631 194902 156 51 105 194746 67 194679 1029 401 93 628 69 559 430 49 381 110 76 129 81 271 308 272 236 215 193 67 126 42 133 64 56 56 48 48 138 58 87 84729 84703 12634 72069 3335 3045 2918 54 71703 71661 13800
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=51
num_cat=0
split_feature=7 5 0 6 13 14 13 0 10 10 1 1 10 14 12 0 13 10 14 8 7 10 5 10 13 6 8 10 10 0 10 14 0 10 0 14 13 5 0 6 13 14 14 8 4 1 9 2 7 14
split_gain=0.00436798 0.0167792 0.0554202 0.0216781 0.0156386 0.0157853 0.0191772 0.0353778 0.0150792 0.0283276 0.0303089 0.0189822 0.0160673 0.0196934 0.0150132 0.0145668 0.0163892 0.0168781 0.0129434 0.0173947 0.0128535 0.0125467 0.0159675 0.0124136 0.0210349 0.0118934 0.0116278 0.0113595 0.0196509 0.0415673 0.0267561 0.0167703 0.0132427 0.0147208 0.0149174 0.0128909 0.0185807 0.0195084 0.0163988 0.015465 0.0231215 0.0143811 0.0207522 0.0136398 0.012567 0.0117628 0.0109433 0.0112705 0.0108213 0.0111244
threshold=3.5000000000000004 5.5000000000000009 1040.0256050067871 1.0000000180025095e-35 0.18065268065268067 0.28062500000000007 0.096006144393241177 1173.0767376433671 0.56711711711711721 0.85912698412698429 2669.2593881982461 2486.2186977821766 0.3623737373737374 0.2022727272727273 2.5000000000000004 1135.086528240877 0.12660256410256412 0.92450142450142458 0.16064516129032261 1.5000000000000002 11.500000000000002 0.36474501108647456 8.5000000000000018 0.96225071225071235 0.033908045977011504 7.5000000000000009 2.5000000000000004 0.6984848484848486 0.9104278074866311 989.51400485044212 0.93218390804597717 0.059714795008912663 887.94124131670708 0.11834733893557424 767.97453251559966 0.45584415584415588 0.76568627450980398 9.5000000000000018 995.44446815408207 3.5000000000000004 0.12060606060606062 0.81365740740740755 0.63762626262626265 4.5000000000000009 3.5000000000000004 2936.4214567341296 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.28062500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 15 -7 14 11 -10 -11 -3 13 -13 -8 26 17 21 19 -6 25 22 -17 -19 -25 27 -4 32 29 -29 -30 -32 33 34 45 36 37 38 39 40 -33 42 -37 -43 -42 -5 47 -21 49 -36
right_child=1 2 4 20 18 6 7 -9 9 10 -12 12 -14 -15 -16 16 -18 23 -20 46 -22 -23 -24 24 -26 -27 -28 28 30 -31 31 35 -34 -35 48 41 -38 -39 -40 -41 44 43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=1.3146380605095152e-06 -6.6307706269738887e-05 0.0021760045081706874 -6.8197494412594766e-05 -0.00027065112228614671 -0.0012413191023997257 -8.6588030597417952e-06 0.00082290420425124478 -0.00010815865761406199 -0.00081120923961861999 0.00028316677710267177 0.0020747131097220606 0.0013187616800423713 0.0018219611298738291 -0.00054168346113962773 0.0026450506339852631 -0.00083267719772618046 -0.00083664421005831937 -0.0013282803828057392 -0.0005327792541029154 0.00039083047237024762 0.0012538497256442769 0.00094214207614832536 0.00068760682882454535 -0.0010838005107812463 0.00054484588215762588 0.00098367246322422514 -0.0010639237070516746 0.00042204370107556748 -0.0012155982405495118 0.002652509668376297 0.0012441746170608033 0.0010873188230428189 -0.00020149677476202131 -1.9759129354045499e-05 0.0011687951849862226 0.00020985672659402815 0.0012929559574418126 -0.0013414191015596903 0.0011668063258791033 -0.0013741530291736127 0.0001616134896482292 0.00054461508387636931 0.0021917974508833139 -0.00049415923160861953 -0.0011242929522842658 0.00098497677200402216 0.00076783085304751614 -0.00038993630767522732 0.0014424576731269353 -0.00047889318666420881
leaf_weight=267780 8597 30 49 66 29 188 20 46 40 99 31 25 23 33 26 31 51 24 392 73 27 76 39 31 55 42 73 127 34 25 38 34 392 322 21 28 21 35 24 25 38 89 25 49 38 26 44 126 54 20
leaf_count=267780 8597 30 49 66 29 188 20 46 40 99 31 25 23 33 26 31 51 24 392 73 27 76 39 31 55 42 73 127 34 25 38 34 392 322 21 28 21 35 24 25 38 89 25 49 38 26 44 126 54 20
internal_value=0 -2.9705e-05 6.69986e-05 0.000243292 -0.000174522 -1.1219e-05 0.000280808 0.000872327 0.000648327 0.00035236 0.000710382 0.00110161 0.000703686 0.000260233 0.00185281 -0.000201819 -1.81512e-05 0.000144908 -0.000348892 -8.38788e-05 0.000172158 0.000497305 1.43382e-05 -0.000322818 -4.22243e-05 0.000153591 -0.000664001 0.000130819 0.000293694 0.000788897 0.000136224 0.000239742 1.69332e-05 0.000185154 0.000538 0.000145731 -0.000119819 -0.000272748 -3.7506e-05 -0.000251606 3.51837e-06 0.000444649 0.00114473 0.000175775 -0.00048134 8.42002e-05 5.42519e-05 -0.000103524 0.000977469 0.000365045
internal_weight=0 11851 3254 1881 1373 709 280 92 281 170 130 111 81 58 46 429 307 256 664 272 1600 146 70 110 86 1573 122 1531 630 152 478 444 901 509 187 406 215 194 159 135 110 191 53 138 76 92 243 199 95 41
internal_count=279631 11851 3254 1881 1373 709 280 92 281 170 130 111 81 58 46 429 307 256 664 272 1600 146 70 110 86 1573 122 1531 630 152 478 444 901 509 187 406 215 194 159 135 110 191 53 138 76 92 243 199 95 41
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=51
num_cat=0
split_feature=7 3 0 1 3 1 10 11 12 10 5 0 2 12 2 10 5 14 0 6 8 13 13 14 13 14 13 10 1 14 5 10 6 10 4 14 1 1 5 14 10 5 14 6 4 10 10 13 4 13
split_gain=0.00415398 0.00692561 0.0141691 0.0099543 0.0141984 0.0094361 0.00820363 0.0080825 0.00702507 0.00858487 0.00672905 0.0067232 0.00835316 0.0098701 0.0158876 0.0230059 0.013364 0.0131724 0.013802 0.0130498 0.0114032 0.0100462 0.00985768 0.0098614 0.00974139 0.0153697 0.00939008 0.010284 0.0137532 0.0188311 0.0115379 0.0111751 0.0130015 0.0141219 0.0112636 0.0104278 0.0142858 0.0166784 0.0101859 0.0101215 0.0107822 0.0112308 0.0104892 0.0218823 0.011636 0.0112061 0.0342085 0.0176767 0.00962782 0.00935077
threshold=1.0000000180025095e-35 13.500000000000002 1364.7041533538422 1723.9474886893252 14.500000000000002 1664.7529255167353 0.96490147783251246 0.15587044534412958 3.5000000000000004 0.072299651567944254 1.0000000180025095e-35 453.77119419176705 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.94804318488529027 7.5000000000000009 0.267479674796748 869.07031931492213 5.5000000000000009 4.5000000000000009 0.09449404761904763 0.43826219512195125 0.29864864864864871 0.53033088235294124 0.059714795008912663 0.29478609625668456 0.90121951219512209 2846.3956359091098 0.074537037037037054 4.5000000000000009 0.063508064516129045 1.0000000180025095e-35 0.12660256410256412 5.5000000000000009 0.065942028985507259 2287.1494267431067 2207.0293116104267 2.5000000000000004 0.23606811145510839 0.17752100840336138 1.5000000000000002 0.099019607843137278 4.5000000000000009 8.5000000000000018 0.83558558558558571 0.79772727272727284 0.098780487804878067 7.5000000000000009 0.10435571687840291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 10 -1 7 11 -7 -10 -5 -6 13 14 16 24 -13 20 21 -17 26 -19 -18 -24 49 -26 27 31 -29 -30 -31 -15 34 -34 35 36 37 -33 -38 40 41 -35 -42 44 45 46 -44 -47 -41 -16
right_child=-2 3 -4 4 6 8 -8 -9 9 -11 -12 12 -14 17 15 19 22 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 30 -32 32 33 39 -36 -37 38 -39 -40 48 42 -43 43 -45 -46 47 -48 -49 -50 -51
leaf_value=-6.6913881271079728e-07 -5.4568688182866685e-06 6.5890642870593234e-05 -0.0012176132906461135 -3.2105797051744631e-06 0.00033830249844475386 -0.00026960024776131623 0.00030144694749954706 -0.00030421222619792724 0.00080387229902429899 -6.6268904614011787e-05 -0.00018479835196563767 3.9117393094071886e-05 -4.2979144980800243e-05 -7.7560522501780675e-05 -9.0627151387970734e-05 -0.00031448676700072004 0.00012836975719608012 0.00011956371614023402 5.4171603687020749e-05 -0.0015874911565333606 -0.00031510975393347429 0.00040759477427319092 0.0012113903802907413 0.00035849450974405664 0.00029951181000187669 -0.00016525653286519402 0.00016713277334557991 -4.5162381005497787e-05 0.00038682392846299887 -0.00054329220603868439 -0.0017544839835409221 0.00051408930383076308 0.00038447055520696773 5.8173625058351229e-05 2.0122986868069179e-05 0.00018021214806360059 -0.0010511690972965549 0.0017681801385090999 0.00029435446336626629 0.0001956391679524324 0.0001119518864793463 -0.00078944389612416318 -0.00011550056154394354 0.0014064202834244656 -0.00063574363312000068 -0.0012319858713110664 0.0012532774502991137 8.5464115278339209e-05 0.0013323210599732451 3.3589479399449574e-05
leaf_weight=73232 155195 9956 24 830 162 562 252 197 33 201 1324 8782 5254 1323 2023 487 203 540 1475 21 230 689 53 94 197 1833 1283 1836 34 51 32 228 225 65 891 1389 22 30 39 165 800 98 931 23 112 53 48 49 21 6034
leaf_count=73232 155195 9956 24 830 162 562 252 197 33 201 1324 8782 5254 1323 2023 487 203 540 1475 21 230 689 53 94 197 1833 1283 1836 34 51 32 228 225 65 891 1389 22 30 39 165 800 98 931 23 112 53 48 49 21 6034
internal_value=0 6.80574e-06 -2.92406e-06 2.11061e-05 1.00773e-05 -2.53026e-06 1.71067e-05 1.52222e-05 -0.000173753 5.64433e-05 -0.000114827 1.68858e-05 1.55033e-05 2.49843e-05 2.86037e-06 -3.87979e-05 5.11925e-05 5.93982e-05 0.000157286 -0.000367111 3.28711e-05 0.000281039 0.000354175 0.000666001 -2.22634e-05 -0.000120153 4.10815e-05 2.19766e-05 -7.86572e-05 -0.000604268 -0.00101026 5.21574e-05 8.52306e-05 5.94808e-06 0.000164239 0.000239418 0.000497216 0.000659914 -0.000190916 -3.00636e-05 -6.02843e-05 -0.000451437 -2.86584e-05 -0.000121165 -0.000150616 -0.000100353 -4.83899e-05 -0.000599093 0.000323974 2.40042e-06
internal_weight=0 124436 74052 50384 40428 74028 38274 38022 796 234 2154 37825 37663 32409 19727 10595 9132 12682 2704 508 9978 1229 350 147 10087 2030 9748 8465 1953 117 83 6512 5189 2590 2599 1708 319 258 61 2365 2179 163 2016 1216 1193 1081 979 102 186 8057
internal_count=279631 124436 74052 50384 40428 74028 38274 38022 796 234 2154 37825 37663 32409 19727 10595 9132 12682 2704 508 9978 1229 350 147 10087 2030 9748 8465 1953 117 83 6512 5189 2590 2599 1708 319 258 61 2365 2179 163 2016 1216 1193 1081 979 102 186 8057
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 9 6 0 10 4 13 5 14 14 14 13 14 10 14 0 1 13 13 8 10 12 14 9 10 5 14 3 14 4 7 5 12 13 4 4 13 10 4 10 13 0 12 4 10 9
split_gain=0.00432689 0.0271038 0.0229364 0.0122065 0.0172039 0.0143026 0.0157834 0.0340382 0.0152017 0.0206582 0.017085 0.0145077 0.0201898 0.0267162 0.014862 0.0134364 0.0207605 0.0189279 0.0197947 0.0167693 0.0130805 0.0123001 0.0226597 0.0162535 0.0120288 0.0144577 0.0122214 0.0120634 0.0121425 0.0120101 0.0118173 0.016472 0.0113942 0.0154888 0.0270803 0.0161589 0.010942 0.010806 0.0106874 0.0105954 0.0104932 0.0104644 0.0188849 0.0134933 0.0114249 0.0101307 0.00979895 0.00945869 0.0157401 0.0130262
threshold=20.500000000000004 2299.1146759378844 2438.1594628963853 23.500000000000004 2669.2593881982461 1.5000000000000002 1.5000000000000002 1203.0768547389173 0.8021739130434784 7.5000000000000009 0.22361111111111112 4.5000000000000009 0.56330128205128216 0.77951388888888895 0.47673160173160178 0.34698996655518399 0.38956639566395673 0.13423423423423428 0.18065268065268067 835.12391301254218 2571.3753443570063 0.22361111111111112 0.45080645161290328 1.5000000000000002 0.90121951219512209 3.5000000000000004 0.23606811145510839 2.5000000000000004 0.85912698412698429 4.5000000000000009 0.18065268065268067 22.500000000000004 0.65108695652173931 6.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.54415584415584417 3.5000000000000004 6.5000000000000009 0.22361111111111112 0.71240601503759404 8.5000000000000018 0.67054263565891481 0.16869918699186995 855.39444395686212 4.5000000000000009 6.5000000000000009 0.23606811145510839 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 37 21 11 10 24 15 14 40 -13 32 17 18 -17 -20 -11 23 -23 36 27 -26 -27 28 46 -6 31 -12 41 -34 35 -35 -8 38 -4 -39 45 43 -43 47 -45 -14 -10 48 -7 -49
right_child=2 -3 3 -5 29 8 7 -9 9 20 30 12 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 -32 -33 33 34 -36 -37 -38 39 -40 -41 -42 42 -44 44 -46 -47 -48 49 -50 -51
leaf_value=-5.4916881099129432e-07 7.2429042928338436e-05 -0.00012300718223168627 -0.00078076707082800571 1.094198688433066e-05 -0.00016885241167947175 -9.5609170440774164e-05 -0.0022044961773125186 -8.8662809279038408e-05 -0.00012348915306141688 0.00038329290929885412 -0.0016273259806136291 -0.00021893962972050455 0.00084079056920018059 -0.0004195880816608179 -0.0010156820320324706 0.00025956609943132648 -0.00022463599716981039 0.00012668182035778365 0.00065550074221675187 0.0018791272331410173 0.0014494403036580622 0.00033094036363763736 -0.0011334985016479291 -0.00058867899109221375 0.00065549351391382517 -8.6862479240932904e-05 -0.0015012627866651332 -0.00037514199308740599 0.0014153430778865838 -0.00081218101009940973 4.2220554111503764e-05 6.0365186574676172e-06 -0.00012896120442323886 0.00088700073617928874 0.0020194521995498299 -0.00020852631923716362 -0.0008066648761520074 -0.0010208377863958819 5.4213082807844821e-05 2.7030577831384209e-05 -2.2250982001423837e-05 -0.00055309092986926384 0.0010295615908468053 0.00012565104101371134 0.0013291558219035242 0.0022190167289227246 0.00090333804297328113 -0.0002851503806415985 0.00016637441628721686 -1.1667290849923429e-05
leaf_weight=220594 12393 4613 40 31160 1597 1201 42 450 42 66 33 825 40 61 63 166 266 651 77 44 51 50 56 60 45 56 21 27 49 76 86 29 129 64 28 71 21 52 914 45 20 184 21 49 33 20 52 737 1097 1064
leaf_count=220594 12393 4613 40 31160 1597 1201 42 450 42 66 33 825 40 61 63 166 266 651 77 44 51 50 56 60 45 56 21 27 49 76 86 29 129 64 28 71 21 52 914 45 20 184 21 49 33 20 52 737 1097 1064
internal_value=0 -3.05752e-06 1.26521e-05 -4.97342e-06 -5.05924e-05 -2.37668e-05 -0.000153309 -0.000341203 6.24222e-06 0.000257521 0.000100502 -1.40099e-05 -0.000187212 0.000368596 -0.000275465 1.62901e-05 0.000165249 0.000275813 0.000614088 0.00110046 0.000848024 -0.00083746 -0.000442725 -0.00117764 0.000322316 -5.6505e-05 -0.000472608 0.000594177 0.000777195 -0.000198077 -0.000337133 -0.000863334 -2.20482e-05 0.000280381 0.00060434 0.000310835 -0.00173855 -3.19192e-05 1.92034e-05 -0.000534713 0.000969587 -4.21825e-05 -0.000390966 -2.50812e-05 0.000609988 0.0013002 0.000444543 -3.77857e-05 2.94544e-05 -0.000123581
internal_weight=0 225207 54424 42031 10871 9198 1730 679 7468 557 440 6911 1029 141 888 5882 1204 938 287 121 117 229 106 123 292 122 77 170 143 1673 148 62 4678 292 163 135 63 1051 954 97 80 4386 205 4181 82 60 94 4099 2298 1801
internal_count=279631 225207 54424 42031 10871 9198 1730 679 7468 557 440 6911 1029 141 888 5882 1204 938 287 121 117 229 106 123 292 122 77 170 143 1673 148 62 4678 292 163 135 63 1051 954 97 80 4386 205 4181 82 60 94 4099 2298 1801
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=51
num_cat=0
split_feature=7 3 1 0 1 1 0 4 1 8 10 14 10 1 14 5 2 14 14 9 10 2 13 9 10 6 13 5 2 0 8 2 10 3 3 14 6 14 0 4 1 8 9 10 4 13 0 14 0 10
split_gain=0.00420865 0.00824557 0.0214891 0.0204579 0.0150877 0.0158529 0.0120716 0.039891 0.0677773 0.0397339 0.0116101 0.0153254 0.0129815 0.0449986 0.0123932 0.0110126 0.01085 0.0100645 0.0139471 0.0100032 0.0149816 0.0152683 0.00885705 0.00872241 0.00851506 0.00833389 0.0113306 0.0103145 0.0112877 0.00974406 0.00868235 0.00829985 0.0228556 0.0193864 0.0170393 0.0163696 0.0150432 0.0166521 0.0138957 0.0134444 0.0225878 0.0201607 0.0171585 0.0213432 0.0186395 0.015711 0.0147171 0.0129013 0.0121165 0.012078
threshold=1.5000000000000002 13.500000000000002 1594.8741267876551 789.71738991915538 1324.6434901972355 1285.6662227182744 880.4064522592422 4.5000000000000009 1493.6456239972256 1.0000000180025095e-35 0.913664596273292 0.3623737373737374 0.88303693570451447 1015.6035085790342 0.49418604651162795 2.5000000000000004 1.5000000000000002 0.30495169082125612 0.15075757575757578 2.5000000000000004 0.16472868217054268 2.5000000000000004 0.087595907928388769 3.5000000000000004 0.27149877149877155 6.5000000000000009 0.061553030303030311 7.5000000000000009 3.5000000000000004 933.44303385326884 4.5000000000000009 3.5000000000000004 0.76253132832080206 35.500000000000007 31.500000000000004 0.11583184257602865 2.5000000000000004 0.16496598639455784 735.45332497252207 9.5000000000000018 4197.4883033117148 2.5000000000000004 3.5000000000000004 0.22792207792207794 7.5000000000000009 0.21132376395534294 1113.5670458188422 0.12060606060606062 957.12540010465557 0.096006144393241177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 16 5 10 -6 9 -9 -8 11 15 -13 -14 -15 -5 -1 18 19 20 21 -18 -19 -20 -21 31 27 28 29 -27 -28 34 36 -34 -4 -36 37 -33 -38 41 -41 42 43 44 -40 -45 -42 -35 -43 -44
right_child=-2 2 25 4 6 -7 7 8 -10 -11 -12 12 13 14 -16 -17 17 22 23 24 -22 -23 -24 -25 -26 26 30 -29 -30 -31 -32 32 33 47 35 -37 38 -39 39 40 46 48 49 45 -46 -47 -48 -49 -50 -51
leaf_value=0.0011622077779610861 -1.0767331924810744e-05 9.7896206217649008e-05 9.7642154898414639e-06 0.00030453202583790792 -0.00015419566937738093 0.001107062528669638 -0.002700718408309375 0.0024336345086339861 -0.001448253726930884 -0.00020783178192833741 -0.00089014781556362584 0.00027777167526758551 -0.0020759329464371235 -0.00098110104936099756 0.00033403931266986076 0.0014359210005495697 -8.8489616236466165e-05 -5.580131832912159e-05 4.6883704851010388e-05 0.00017374357186771233 -9.5849654143037111e-06 -0.00042244653775352068 -6.0703089718907133e-06 -0.00024062416621878645 -0.00011205891958726692 -0.00097829505581513887 0.00037525329468818117 -0.00092861448962090396 0.00078864442047608257 0.00023900330657072898 -0.00026127282176052269 3.4053660524984298e-05 -0.00029096813773369669 -0.00046142874460201714 -1.5706565164481829e-05 0.00046775266977816586 0.00018379927135509617 -0.00010412752194222529 -0.00060575682707297222 0.00052482631098151294 -0.0012766084517352285 0.00025456691429280907 0.00059149107599716037 0.00019514963363083856 -0.0019410896400697719 -0.0011089740161825082 0.00032147015398368244 -0.002165187833365053 -0.00070371542364898096 -0.00034961260854021996
leaf_weight=20 68517 7059 81469 154 2634 38 33 22 23 31 31 102 33 23 81 25 1741 10545 22021 1085 10368 426 59308 267 343 31 440 37 34 35 61 3574 284 20 312 399 1496 5591 56 184 34 250 52 72 49 34 25 25 38 99
leaf_count=20 68517 7059 81469 154 2634 38 33 22 23 31 31 102 33 23 81 25 1741 10545 22021 1085 10368 426 59308 267 343 31 440 37 34 35 61 3574 284 20 312 399 1496 5591 56 184 34 250 52 72 49 34 25 25 38 99
internal_value=0 3.49454e-06 1.37381e-05 -6.03766e-06 -0.00013 0.000126465 -0.000175533 -0.000691159 0.000449558 -0.00149323 4.34747e-05 0.000112715 -0.000149294 -0.000467255 4.3191e-05 0.000462547 -2.26474e-06 -2.48424e-06 1.8892e-05 -2.02911e-05 -3.45752e-05 -0.000154141 -1.35777e-05 4.34395e-05 0.000105095 7.46495e-06 0.000187566 -0.000215379 4.85188e-05 -0.000332758 0.000297752 6.24338e-06 -3.28151e-05 -0.000443748 1.18911e-05 0.000255602 -2.11138e-05 -5.02421e-05 9.06321e-05 -6.54463e-05 0.000251852 -0.000184067 -0.000432443 -0.00072365 -0.00122891 -0.000223154 -0.000599457 -0.00140796 0.000128127 -2.55239e-05
internal_weight=0 211114 101760 109354 3230 487 2743 109 45 64 449 418 239 137 104 179 106124 106104 36251 13963 12535 2167 69853 22288 1428 94701 638 137 100 66 501 94063 11883 329 82180 711 11554 9165 2389 893 243 650 362 211 105 106 59 45 288 151
internal_count=279631 211114 101760 109354 3230 487 2743 109 45 64 449 418 239 137 104 179 106124 106104 36251 13963 12535 2167 69853 22288 1428 94701 638 137 100 66 501 94063 11883 329 82180 711 11554 9165 2389 893 243 650 362 211 105 106 59 45 288 151
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=51
num_cat=0
split_feature=8 4 6 5 1 4 1 3 0 3 14 0 12 10 5 1 3 1 3 12 10 10 10 13 13 14 9 0 6 7 5 8 13 3 3 10 8 6 14 10 0 6 14 0 10 14 1 13 12 14
split_gain=0.0042618 0.00544838 0.00553218 0.00549208 0.00593016 0.00515505 0.0101067 0.014099 0.0140513 0.0116612 0.0121049 0.00963265 0.00945208 0.0196015 0.024988 0.0294707 0.0190433 0.00923175 0.0259674 0.0223646 0.0182914 0.0323952 0.0281557 0.0332997 0.0293523 0.028751 0.0245524 0.0365583 0.0204823 0.0181222 0.0171694 0.0249724 0.0160082 0.0157764 0.0152602 0.0136731 0.0126396 0.0126075 0.0119481 0.0118647 0.0115243 0.0107662 0.0107022 0.0106059 0.0105869 0.0182856 0.019144 0.018915 0.0175735 0.0184243
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1401.7843264753144 7.5000000000000009 2392.1183921884472 20.500000000000004 666.84477303935716 20.500000000000004 0.12632978723404256 1070.0586822807675 9.5000000000000018 0.79772727272727284 3.5000000000000004 3741.8673850150876 40.500000000000007 3906.2051313837133 35.500000000000007 5.5000000000000009 0.45080645161290328 0.63762626262626265 0.26138716356107666 0.22361111111111112 0.57321428571428579 0.17445652173913045 3.5000000000000004 1124.0910823067372 3.5000000000000004 4.5000000000000009 9.5000000000000018 3.5000000000000004 0.13100686498855837 40.500000000000007 40.500000000000007 0.94804318488529027 3.5000000000000004 1.0000000180025095e-35 0.080540540540540564 0.5270467836257311 1070.0586822807675 1.5000000000000002 0.10762548262548265 1321.1033005038273 0.96490147783251246 0.70135135135135152 3616.7164640063575 0.22792207792207794 3.5000000000000004 0.31142241379310348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 9 -8 -9 -7 11 -11 17 14 15 -14 -16 18 44 29 22 28 24 26 25 -19 27 -24 37 35 31 34 42 -32 -23 39 -25 -22 -39 -20 -33 -42 -21 -43 -10 46 48 -48 -46 -50
right_child=1 5 -4 4 -6 6 7 8 12 10 -12 -13 13 -15 16 -17 -18 20 19 32 21 30 23 36 -26 -27 -28 -29 -30 -31 33 40 -34 -35 -36 -37 -38 38 -40 -41 41 43 -44 -45 45 -47 47 -49 49 -51
leaf_value=7.8862329514223533e-06 -0.00015304901338231733 -7.082230329084483e-06 -0.0002551239237022699 0.00056677395720589009 -9.5352420346840985e-05 5.0555914062094433e-05 -0.00051456673868520994 0.00026614377614466697 -1.3050606433745452e-05 0.0012763749313867616 0.0002094891954154658 0.00023686254870216753 0.00029314905360269431 -0.00047659055037679626 -0.00044963800671841736 0.0026308896246648927 0.0011870691467333085 -0.00029000600036163107 0.00094436552557770328 -0.0016030725246916216 0.0019527069431552219 -0.0005192702179354253 -0.0022698357617628065 -0.00023671541527398184 -0.0015800562882495506 0.00045622088772053659 -0.00019303454118628117 -0.00062744630930764193 -0.00033357456743354254 0.00013165025873010508 -0.0021139373379992321 0.0014690423360801876 0.00082447736636822818 -0.00037901107716606933 0.00036514130182377629 9.186416035376942e-05 0.0012766732527366416 0.0014515759069278526 0.00041686803303873021 0.0020494673485783013 0.0010204509522406047 -0.0010129614960446599 -9.3740016302984699e-05 0.00035276574715019458 6.7613167808910178e-05 -0.00085405243888276466 -0.00074307285413172542 0.00073165434121619916 0.00047684726548808011 0.0015652991687641182
leaf_weight=106232 197 155778 435 73 63 1863 129 518 11013 52 565 39 26 51 52 28 27 330 92 24 21 216 64 37 31 212 61 72 51 98 20 26 20 38 63 33 22 36 124 33 33 21 23 44 225 39 79 30 225 47
leaf_count=106232 197 155778 435 73 63 1863 129 518 11013 52 565 39 26 51 52 28 27 330 92 24 21 216 64 37 31 212 61 72 51 98 20 26 20 38 63 33 22 36 124 33 33 21 23 44 225 39 79 30 225 47
internal_value=0 -4.83146e-06 -0.000137711 1.56656e-05 0.000260054 -4.2403e-06 2.20286e-05 5.79681e-06 1.05224e-05 0.000114393 0.000295687 0.00083087 8.48109e-07 0.000356795 0.000676364 0.00150531 0.000109743 -4.00224e-06 1.0733e-05 0.000452963 -0.000119996 6.95855e-05 -0.000278477 -0.000714423 -8.37084e-05 1.8761e-06 -0.0010265 -0.00140034 0.000551478 0.00066581 -0.000172929 -5.71687e-05 -0.000360302 -0.000977262 -0.000319564 0.000997124 0.000327599 0.000800858 0.000649677 0.00123611 0.000533222 0.000284943 -0.000864463 -8.84692e-05 -1.51954e-06 0.000195367 0.000262904 -0.000337185 0.000394512 0.000664925
internal_weight=0 173399 768 333 136 172631 16853 14334 14205 2519 656 91 13687 184 133 54 79 13503 11981 323 1522 693 829 256 573 542 197 136 232 256 461 403 67 58 279 158 59 181 160 125 124 98 47 65 11658 645 606 109 497 272
internal_count=279631 173399 768 333 136 172631 16853 14334 14205 2519 656 91 13687 184 133 54 79 13503 11981 323 1522 693 829 256 573 542 197 136 232 256 461 403 67 58 279 158 59 181 160 125 124 98 47 65 11658 645 606 109 497 272
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 4 0 0 8 7 3 8 0 4 6 13 7 10 10 13 1 10 0 9 2 6 5 10 6 1 12 0 9 14 10 10 4 5 14 10 13 3 12 9 5 13 10 0 4 14
split_gain=0.00414423 0.0316099 0.019389 0.0168613 0.0175781 0.0156392 0.0150116 0.0128768 0.0116328 0.0123573 0.0138726 0.0115434 0.0129665 0.011504 0.0111274 0.0133038 0.011069 0.0108972 0.016577 0.0194155 0.0181583 0.0153573 0.0188787 0.0158816 0.0381786 0.0435141 0.0324413 0.0295602 0.026305 0.0243777 0.022679 0.020908 0.0282745 0.0210097 0.0196823 0.0326415 0.0282173 0.0187866 0.0310511 0.0186804 0.018052 0.0281648 0.0330938 0.0275562 0.0218315 0.0176795 0.0207092 0.0182968 0.0196162 0.0168898
threshold=17.500000000000004 1941.0300553547174 2109.0364771460559 19.500000000000004 2217.1926524768464 6.5000000000000009 557.89382435932782 1078.5099592134823 2.5000000000000004 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 781.39118733466205 7.5000000000000009 1.5000000000000002 0.3133928571428572 1.0000000180025095e-35 0.19756097560975613 0.19139194139194141 0.27718676122931446 3049.3733999235665 0.54415584415584417 710.35227943193206 2.5000000000000004 3.5000000000000004 2.5000000000000004 6.5000000000000009 0.35067567567567576 1.5000000000000002 3364.5296915318181 1.5000000000000002 916.44505744395212 3.5000000000000004 0.065942028985507259 0.45584415584415588 0.25265957446808512 6.5000000000000009 5.5000000000000009 0.11583184257602865 0.47140522875816998 0.091966173361522213 28.500000000000004 4.5000000000000009 3.5000000000000004 4.5000000000000009 0.23861283643892342 0.45080645161290328 928.78428753650576 9.5000000000000018 0.50581395348837221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 13 4 16 -1 -5 8 9 10 -3 -6 14 -2 -13 -16 -4 18 -8 20 -20 23 -23 -19 25 27 34 29 31 -25 -30 33 39 -26 35 -27 -36 38 -31 -33 -32 -42 44 -44 -43 46 49 -48 -49 -29
right_child=2 7 3 6 11 -7 17 -9 -10 -11 -12 12 -14 -15 15 -17 -18 21 19 -21 -22 22 -24 24 28 26 -28 45 30 37 40 32 -34 -35 36 -37 -38 -39 -40 -41 41 42 43 -45 -46 -47 47 48 -50 -51
leaf_value=-1.6059455130022433e-06 4.8754066066135101e-05 -0.00013245195855710206 6.3110649138770376e-05 0.00024229081480054722 -4.0158897620107858e-05 0.00010591208373567148 -2.2706030600349517e-05 -0.00059404758913864163 -0.00032363272335544945 -0.0001476703239355801 3.5987829819600715e-05 -5.1843893177021884e-05 -0.0003651058926158577 0.00027340270704895623 -0.00066977212622629624 6.43223845655462e-06 -6.7634515740350108e-05 -1.9238811042541666e-06 -0.00072236386492747714 -0.0011366981077975346 0.00034032827388728041 -0.00022444796785426311 1.7896298841434012e-06 0.00010096087195257615 0.00031294509935889364 -0.00070926180631016781 0.00060217342067530742 0.00055749801354025 0.00050981805410290476 0.00038917205740951683 0.00022861422273714934 -0.0013458692381111458 0.00012378644317828327 -0.00011842882775127972 -0.00018278017611686836 9.9582697601722234e-05 -0.0015955746169978133 0.00016513901693444399 0.0030771257965603754 1.9499219982235723e-05 0.00014548973567619642 0.00047911588483801 -0.0010715440083408289 -3.9647278163552124e-05 -0.00027573438028447175 0.00061498254231340602 0.0003358580101802673 -0.00040264623296712269 0.00097902316343167735 -0.00025571149455803173
leaf_weight=177094 16707 1928 2845 673 1570 3448 17404 127 492 3424 3340 1146 894 590 178 123 3756 7536 74 71 88 958 24614 1990 323 171 134 634 317 22 987 104 90 2238 86 461 60 37 21 33 865 152 180 101 259 670 291 225 29 71
leaf_count=177094 16707 1928 2845 673 1570 3448 17404 127 492 3424 3340 1146 894 590 178 123 3756 7536 74 71 88 958 24614 1990 323 171 134 634 317 22 987 104 90 2238 86 461 60 37 21 33 865 152 180 101 259 670 291 225 29 71
internal_value=0 -4.18577e-06 8.85162e-06 -2.49942e-06 -6.10522e-05 4.47439e-07 7.43307e-06 -9.40245e-05 -8.711e-05 -7.3722e-05 -2.56583e-05 -0.000145051 -0.000215398 5.64168e-05 -0.000122904 -0.000393449 -1.1284e-05 4.85445e-06 -2.83148e-05 -0.00044726 -0.000145099 1.82539e-05 -6.68588e-06 5.35145e-05 9.31111e-05 0.000195213 -0.00011638 0.000266434 4.51101e-06 0.000135364 0.000111021 -0.000104788 -0.000564697 -6.40228e-05 -0.000240141 -0.000119266 -0.000763381 0.000991145 0.00170189 -0.00101698 6.13282e-05 -4.47163e-05 -0.000282474 -0.000700649 3.43165e-06 0.000407743 0.000296663 6.51944e-05 -0.000244897 0.0004756
internal_weight=0 189853 89778 72481 10512 180542 61969 9311 9184 8692 5268 3911 2341 17297 1447 301 6601 61296 17637 233 162 43659 25572 18087 10551 4902 912 3990 5649 2070 2861 2788 227 2561 778 632 146 80 43 137 2544 1557 692 281 411 1920 1250 545 254 705
internal_count=279631 189853 89778 72481 10512 180542 61969 9311 9184 8692 5268 3911 2341 17297 1447 301 6601 61296 17637 233 162 43659 25572 18087 10551 4902 912 3990 5649 2070 2861 2788 227 2561 778 632 146 80 43 137 2544 1557 692 281 411 1920 1250 545 254 705
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=51
num_cat=0
split_feature=7 5 0 6 13 14 13 0 10 10 1 1 10 14 12 13 0 10 8 14 14 8 7 13 6 9 14 10 10 0 10 14 14 13 4 13 0 10 0 1 14 7 0 3 4 14 13 9 2 10
split_gain=0.00417799 0.015218 0.0501409 0.0195753 0.0140773 0.0140026 0.0173423 0.0321151 0.0137374 0.0255249 0.0273689 0.016897 0.0141525 0.0176513 0.0136077 0.0131897 0.0123926 0.0147789 0.0144243 0.0119166 0.0116767 0.0156164 0.011633 0.0113835 0.0107775 0.0105272 0.0131039 0.0102396 0.0176994 0.0376599 0.0241066 0.0151465 0.0121686 0.0137319 0.0126252 0.0119741 0.0118332 0.0134514 0.0135378 0.0106231 0.0101056 0.0104783 0.010046 0.00992743 0.0102233 0.0140251 0.00990544 0.0098989 0.0102072 0.00976129
threshold=3.5000000000000004 5.5000000000000009 1040.0256050067871 1.0000000180025095e-35 0.18065268065268067 0.28062500000000007 0.096006144393241177 1173.0767376433671 0.56711711711711721 0.85912698412698429 2669.2593881982461 2486.2186977821766 0.3623737373737374 0.2022727272727273 2.5000000000000004 0.11237373737373739 1135.086528240877 0.92450142450142458 2.5000000000000004 0.13423423423423428 0.16064516129032261 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 0.48074074074074075 0.6984848484848486 0.9104278074866311 989.51400485044212 0.93218390804597717 0.059714795008912663 0.12632978723404256 0.24695121951219515 2.5000000000000004 0.56594202898550738 887.94124131670708 0.11834733893557424 767.97453251559966 2936.4214567341296 0.28062500000000007 4.5000000000000009 1364.7041533538422 37.500000000000007 6.5000000000000009 0.096006144393241177 0.031754032258064523 2.5000000000000004 2.5000000000000004 0.3816526610644258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 8 5 15 -7 14 11 -10 -11 -3 13 -13 -8 16 18 -18 -4 -17 21 -6 24 -19 27 26 -2 36 29 -29 -30 -32 33 -33 -34 -35 37 38 39 -5 -40 -42 -28 -38 -45 -46 -36 48 -23 -27
right_child=1 2 4 22 20 6 7 -9 9 10 -12 12 -14 -15 -16 19 17 23 -20 -21 -22 47 -24 -25 -26 49 42 28 30 -31 31 32 34 35 46 -37 43 -39 40 -41 41 -43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=1.2857296063454093e-06 -0.00015791953145783118 0.0020619325506656123 0.00025118834277640823 -0.00025755639296469533 -0.0011770919174084375 -1.1975883388275063e-05 0.00077946772449649876 -0.00010837611502527421 -0.00077138283231761309 0.00026700954814911867 0.0019694511913844657 0.0012587876349061844 0.0017223628578864484 -0.00050256178200828745 0.0025142268152334372 -0.00028669471942031612 0.00049967971043865403 -0.0011173399545623397 -0.0010316316393852634 -0.0014206574903154333 -0.00050678099775806765 0.00037086731926673608 0.0011921873184662589 4.1918843291771029e-05 0.00093565312369416152 -4.0440587257881198e-05 -1.9081405717032618e-05 0.0003992166280664878 -0.001154163561295718 0.0025222625518217683 0.0011818071144118318 -0.0015050933865660972 -0.00018644625922598784 0.00084593507609414793 -0.00056966024428783426 -0.00082325206271239692 -0.00034102724335551601 -2.1195563483008574e-05 0.001451774605331903 0.00093569184134069557 -0.00045375780930044128 0.0010446894141718335 0.00087296546571451476 -0.000313072784511531 0.0016707069431008263 5.0517181893262792e-05 0.00056901547506201129 0.00072914064982218085 -0.00037215762487095264 0.00017666450876879089
leaf_weight=267780 3725 30 36 66 29 188 20 46 40 99 31 25 23 33 26 65 134 30 56 36 392 73 27 72 42 1811 2304 127 34 25 38 22 109 22 21 21 289 322 47 26 20 28 32 47 22 34 211 44 126 725
leaf_count=267780 3725 30 36 66 29 188 20 46 40 99 31 25 23 33 26 65 134 30 56 36 392 73 27 72 42 1811 2304 127 34 25 38 22 109 22 21 21 289 322 47 26 20 28 32 47 22 34 211 44 126 725
internal_value=0 -2.90518e-05 6.30431e-05 0.00023073 -0.000166686 -1.17488e-05 0.000263295 0.000825804 0.00061562 0.000333127 0.000672976 0.00104827 0.000672833 0.000256641 0.00175998 -0.000191264 -3.74194e-05 0.000154471 -0.000529659 -0.000690879 -0.000332124 -8.04119e-05 0.000163133 -0.00029904 0.00014547 -6.39101e-05 -9.96995e-05 0.000123793 0.00027843 0.000748402 0.000128983 0.000227242 0.000137899 -0.000489073 0.00025741 3.07507e-05 1.56667e-05 0.000174683 0.000511972 7.96659e-05 0.000930627 0.000420336 -6.86159e-06 -0.000190812 0.000230667 0.00068702 0.000465946 5.04677e-05 -9.95907e-05 2.16261e-05
internal_weight=0 11851 3254 1881 1373 709 280 92 281 170 130 111 81 58 46 429 328 236 92 101 664 272 1600 102 1573 8597 6061 1531 630 152 478 444 406 65 341 43 901 509 187 92 95 48 2336 392 103 56 232 243 199 2536
internal_count=279631 11851 3254 1881 1373 709 280 92 281 170 130 111 81 58 46 429 328 236 92 101 664 272 1600 102 1573 8597 6061 1531 630 152 478 444 406 65 341 43 901 509 187 92 95 48 2336 392 103 56 232 243 199 2536
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=51
num_cat=0
split_feature=8 3 1 0 5 14 1 0 3 14 14 14 13 5 7 6 13 13 0 2 10 10 9 9 1 4 4 14 14 1 9 10 9 12 0 1 3 14 13 4 5 13 7 13 1 13 7 0 14 12
split_gain=0.00418867 0.00618178 0.0236388 0.0178571 0.020665 0.037121 0.0155893 0.0272088 0.0188705 0.0205162 0.0176279 0.0140175 0.0121676 0.0120057 0.0118764 0.0134578 0.0286126 0.0149907 0.0113722 0.0113459 0.0113163 0.011112 0.0147598 0.0176188 0.0190534 0.0145996 0.0102309 0.0108285 0.0138088 0.0106132 0.0102182 0.0146448 0.0124728 0.00954993 0.0095391 0.010809 0.00967825 0.00952094 0.0225874 0.0157771 0.0152216 0.0147549 0.0121028 0.010999 0.0105972 0.0106632 0.00929279 0.00913753 0.00911843 0.0156652
threshold=1.5000000000000002 14.500000000000002 1697.8650502057942 815.90331358780702 3.5000000000000004 0.49418604651162795 1487.7388556757253 977.9268823093272 12.500000000000002 0.099019607843137278 0.3623737373737374 0.32200460829493094 0.29893617021276603 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.087595907928388769 0.42705167173252284 450.88278980212209 1.5000000000000002 0.88303693570451447 0.084523809523809543 2.5000000000000004 3.5000000000000004 3521.6014656366374 5.5000000000000009 5.5000000000000009 0.27178030303030304 0.15075757575757578 1758.7599478134355 2.5000000000000004 0.21132376395534294 1.5000000000000002 2.5000000000000004 423.23027064256206 1362.7913459101756 9.5000000000000018 0.059714795008912663 0.74133811230585434 7.5000000000000009 2.5000000000000004 0.81365740740740755 1.5000000000000002 0.42705167173252284 2337.1340514624867 0.68496240601503777 2.5000000000000004 522.62098448938548 0.35388994307400384 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 47 19 6 -6 8 -8 9 -5 11 12 33 -14 15 16 -12 -18 -4 -1 -19 22 -20 24 37 -26 27 28 30 34 31 -21 -33 -11 -30 36 -36 38 39 40 46 -40 -41 -42 45 -39 -24 -3 49 -46
right_child=-2 2 18 4 5 -7 7 -9 -10 10 14 -13 13 -15 -16 -17 17 20 21 26 -22 -23 23 -25 25 -27 -28 -29 29 -31 -32 32 -34 -35 35 -37 -38 44 41 42 43 -43 -44 -45 48 -47 -48 -49 -50 -51
leaf_value=0.0009142459335955334 -9.281269124806409e-06 0.00036900509133687458 0.00028434131963703534 -0.0013413383534340107 0.00021080434598843569 -0.0026326204131526705 -0.00010555273174812838 -0.0019537713285535572 0.0016833801404573024 0.0013837272723321804 -0.0016532208105844975 0.0016364517317225156 0.00035353995672977591 -0.0009385674698278309 0.00082191593123063676 0.00041965275233837239 0.00035727354566915891 8.6851225709184442e-05 3.2713872894143424e-05 -0.00012845359433026041 -0.0013079266540113499 1.5119065410231344e-05 -0.00018911580054918888 3.7829728671695553e-05 0.00030517994725111445 -0.0010950116300394378 7.5470242438544942e-05 -1.259054933615069e-05 -0.00010787066562380133 -0.0003996643136815692 9.2915812995195566e-05 -4.1036477037076255e-05 7.07999867528067e-05 0.00026120343851895693 3.6381974857076461e-05 2.6144755185714326e-05 0.00015369557993983812 -5.9357725249807679e-05 0.0018283930426049564 7.341802291713456e-05 0.00062434282240537097 0.00036175338913032668 0.0015869828988797964 -0.00052062320680340275 -0.00070788960075520693 -0.00036653204138626966 -0.0009859614267664189 9.3617392940578345e-05 -2.1138374175658909e-05 -0.00022409050253640098
leaf_weight=34 84729 317 367 23 24 22 4591 20 20 40 37 26 64 25 33 66 80 26 5089 2831 33 56438 340 2493 24 83 4400 76114 829 128 2034 6914 3899 36 2821 8096 4666 3544 27 28 94 47 25 27 199 307 41 6050 379 1051
leaf_count=34 84729 317 367 23 24 22 4591 20 20 40 37 26 64 25 33 66 80 26 5089 2831 33 56438 340 2493 24 83 4400 76114 829 128 2034 6914 3899 36 2821 8096 4666 3544 27 28 94 47 25 27 199 307 41 6050 379 1051
internal_value=0 4.03481e-06 1.50572e-05 -3.15908e-06 -9.40607e-05 -0.00114909 -8.45819e-05 -0.000113569 0.000178014 0.000116444 0.000188395 0.000557395 0.000387362 -9.41157e-06 -6.78925e-05 -0.00018923 -0.000417561 -8.86443e-05 6.7361e-06 1.00528e-06 -0.000693279 5.28555e-06 -3.49365e-05 -7.44672e-05 -0.000119505 -0.00078095 7.29844e-07 -2.3058e-06 2.19916e-05 5.38611e-05 -1.16302e-05 -2.72156e-05 -7.09984e-07 0.000852005 5.73983e-05 6.61904e-05 0.000109493 -0.00010792 7.63226e-05 -3.30849e-05 -0.000119706 0.000896879 0.000787364 0.000368855 -0.000129067 -8.38455e-05 -0.000274866 0.000107328 -0.000235973 -0.000301111
internal_weight=0 194902 76970 117932 5166 46 5120 4611 509 489 466 191 165 89 275 242 176 139 70603 112766 59 70236 13798 8709 6216 107 112732 108332 32218 16540 15678 13644 10813 76 16412 15583 7487 6109 629 555 502 74 53 121 5480 3851 381 6367 1629 1250
internal_count=279631 194902 76970 117932 5166 46 5120 4611 509 489 466 191 165 89 275 242 176 139 70603 112766 59 70236 13798 8709 6216 107 112732 108332 32218 16540 15678 13644 10813 76 16412 15583 7487 6109 629 555 502 74 53 121 5480 3851 381 6367 1629 1250
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=51
num_cat=0
split_feature=7 3 1 0 2 0 14 1 10 2 6 4 10 10 6 1 0 5 10 9 10 2 3 10 0 3 2 0 6 10 13 10 9 12 10 0 0 3 1 1 4 1 10 6 0 0 0 8 3 1
split_gain=0.00411182 0.00642392 0.0128891 0.00964229 0.00674486 0.00632956 0.0132316 0.012476 0.00622283 0.0237228 0.015951 0.0139119 0.013039 0.0126022 0.012054 0.0121683 0.0116492 0.00990842 0.0129076 0.00833497 0.0264997 0.0362595 0.0140434 0.013876 0.013253 0.0160187 0.00837558 0.0135072 0.00803259 0.00796234 0.00765355 0.00743093 0.00742136 0.00726896 0.00667054 0.00605184 0.00601116 0.00595498 0.0267317 0.0202618 0.0128937 0.011498 0.0122245 0.0114242 0.0187167 0.014615 0.0176154 0.0113361 0.0128035 0.0218271
threshold=1.0000000180025095e-35 12.500000000000002 1476.6985309953463 812.90213645256711 1.5000000000000002 1222.5833773881889 0.19399641577060936 1279.6256317960454 0.71240601503759404 2.5000000000000004 1.5000000000000002 4.5000000000000009 0.7231800766283526 0.10582306830907055 2.5000000000000004 843.50574584286312 515.84662348012159 1.0000000180025095e-35 0.82807881773399028 2.5000000000000004 0.33012820512820518 2.5000000000000004 9.5000000000000018 0.17752100840336138 594.28164584295212 8.5000000000000018 2.5000000000000004 391.20894585815876 1.0000000180025095e-35 0.74133811230585434 0.19756097560975613 0.082207207207207214 2.5000000000000004 1.5000000000000002 0.19756097560975613 371.21279892533875 1054.4749595559522 21.500000000000004 2275.0720736400158 2452.3200893468074 8.5000000000000018 2438.1594628963853 0.6984848484848486 4.5000000000000009 1078.5099592134823 650.00108876836543 737.86994514254707 5.5000000000000009 18.500000000000004 1925.0712920527774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 8 -7 -8 11 10 12 14 -10 -13 15 -1 -16 18 -14 23 22 -22 -21 26 25 -25 30 -28 -27 -19 -17 -29 -15 -26 -34 -24 -20 38 47 43 41 -40 -43 -39 45 -45 -47 48 49 -2
right_child=37 4 3 -5 -6 6 7 -9 9 -11 -12 13 17 32 16 19 -18 29 36 20 21 -23 35 24 33 28 27 31 -30 -31 -32 -33 34 -35 -36 -37 -38 39 40 -41 -42 42 -44 44 -46 46 -48 -49 -50 -51
leaf_value=0.00028977977282207092 -2.4655291548081652e-06 -0.00081958752125501635 -8.767605894412636e-05 -0.00082428037874504112 1.8785233276955319e-05 -0.00042755644317367115 0.00011101803029305302 0.0014965983316704463 -0.00027403943363168607 -0.00019769117147094048 -0.00012435280963130641 -2.6983632053129313e-05 -0.0001302453592323181 0.00026352172241282597 0.00046888957693585478 -0.00011953720354674848 3.1913925499529164e-05 0.00028140363260967445 8.2024584690581988e-05 -0.00013585636895611331 1.4353596775466537e-05 -0.00053423015605222931 -0.00037953699810011903 -2.390587686065762e-05 -0.00011626853953551058 8.9228561630674483e-05 0.00021084000152035403 -0.00045747876453082221 0.0002221936706135819 -1.0032394777890669e-05 1.1993353939834842e-05 -0.00014684046687199958 0.00054216269577409546 3.3934533393666852e-05 -0.00026754288348104549 6.3181212890334813e-05 0.00095021847635507579 0.00011889424971026789 -9.0624432563582452e-05 -3.8593338006792783e-06 0.00025000195708729041 -0.00017553187417225394 -0.00055942598656033462 0.00046766918335278108 0.00027489268793576927 -0.0015034152673251812 -0.0003413559351073396 -0.0002378401902752346 3.8707378966678948e-05 -7.9116333631481159e-05
leaf_weight=362 85193 24 3492 45 60461 32 32 33 409 1670 2543 758 784 1300 274 1380 344 237 6353 1376 596 609 79 1982 1356 2666 196 286 1979 21086 5570 589 32 1984 124 3373 20 5334 5165 31551 241 894 270 45 179 38 230 521 15110 10424
leaf_count=362 85193 24 3492 45 60461 32 32 33 409 1670 2543 758 784 1300 274 1380 344 237 6353 1376 596 609 79 1982 1356 2666 196 286 1979 21086 5570 589 32 1984 124 3373 20 5334 5165 31551 241 894 270 45 179 38 230 521 15110 10424
internal_value=0 6.77112e-06 -4.27723e-06 -9.70476e-05 1.84526e-05 1.15411e-06 0.000404727 0.000814466 5.05092e-07 -1.40569e-05 -4.30032e-06 1.82171e-05 6.26749e-06 0.000138346 7.57885e-06 2.05162e-06 0.000225654 1.0293e-05 6.1198e-05 -2.28448e-06 -5.31416e-05 -0.000262897 -7.89469e-07 1.47725e-05 5.41677e-05 9.50993e-05 -3.41805e-05 -0.000164336 0.000145878 -6.79315e-06 -1.41235e-05 -0.000248375 0.000224418 -2.70461e-05 -0.000101449 5.30495e-05 8.47492e-05 -5.42911e-06 -1.09457e-05 1.19599e-05 -0.000108949 -0.000122617 -0.000264579 9.76298e-05 -0.000132908 -0.000366123 -0.000506126 -5.15785e-06 -4.06302e-06 -1.08219e-05
internal_weight=0 124436 63951 3537 60485 60414 97 65 60317 33102 31432 27215 28889 2214 25001 24383 618 28480 7157 24021 6033 1205 4828 17988 9967 6627 8021 1071 4645 21323 6950 875 1456 3340 156 3452 6373 155195 117818 37377 6570 6329 1164 5826 492 313 268 111248 110727 95617
internal_count=279631 124436 63951 3537 60485 60414 97 65 60317 33102 31432 27215 28889 2214 25001 24383 618 28480 7157 24021 6033 1205 4828 17988 9967 6627 8021 1071 4645 21323 6950 875 1456 3340 156 3452 6373 155195 117818 37377 6570 6329 1164 5826 492 313 268 111248 110727 95617
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=51
num_cat=0
split_feature=7 4 4 1 3 1 5 6 1 13 13 13 5 0 12 0 4 14 14 0 14 12 13 3 9 6 7 1 13 8 13 0 0 10 4 14 8 12 14 13 10 13 10 5 3 0 10 0 0 14
split_gain=0.00410458 0.00807972 0.00783422 0.0114847 0.0110927 0.013705 0.0133298 0.0155705 0.0162241 0.01291 0.0260814 0.0200226 0.0192641 0.0147681 0.019589 0.0126144 0.0113463 0.0179515 0.00945561 0.0111917 0.0137715 0.0100763 0.0092416 0.0162188 0.0112863 0.0137955 0.0127385 0.0140331 0.00960123 0.0128487 0.0136789 0.0142447 0.0149203 0.0127887 0.0114467 0.0106719 0.00913088 0.0113499 0.00970768 0.0093433 0.0111654 0.0100368 0.00969708 0.00939743 0.0113552 0.0176354 0.0150571 0.0118801 0.00954833 0.00900357
threshold=1.5000000000000002 16.500000000000004 9.5000000000000018 3616.7164640063575 27.500000000000004 3091.4684149673285 2.5000000000000004 2.5000000000000004 2936.4214567341296 0.48212005108556838 0.19756097560975613 0.10102040816326532 5.5000000000000009 765.4296869705621 1.5000000000000002 947.46592333298213 7.5000000000000009 0.16496598639455784 0.36474501108647456 1013.9723183850269 0.50581395348837221 3.5000000000000004 0.53033088235294124 29.500000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3297.5540643465279 0.065942028985507259 1.0000000180025095e-35 0.10102040816326532 989.51400485044212 1040.0256050067871 0.39339826839826847 6.5000000000000009 0.13714733542319751 1.0000000180025095e-35 8.5000000000000018 0.053342816500711245 0.29217479674796754 0.3133928571428572 0.053342816500711245 0.084523809523809543 12.500000000000002 33.500000000000007 924.13557371275863 0.13100686498855837 1222.5833773881889 942.80558483579864 0.065942028985507259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 16 8 -8 10 11 49 -12 -11 -15 -16 17 -6 22 20 21 -20 24 -24 26 -26 27 -10 -28 -30 34 33 -33 35 -31 -32 -5 39 -39 41 42 -38 -41 44 48 -46 -47 -48 -43 -9
right_child=1 -3 -4 36 6 -7 7 9 18 13 12 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 28 -29 29 30 31 32 -34 -35 -36 -37 37 38 -40 40 -42 43 -44 -45 45 46 47 -49 -50 -51
leaf_value=2.4498983156445908e-06 -1.0941095414728284e-05 0.00094741392901844597 9.1170625036985598e-05 -0.00094277979388164416 0.00051542313415429573 -0.00022965006368035591 0.00075413755896020559 -0.00021702421255982842 0.00044925817379613743 0.001029400265163175 0.00016831859718270911 -0.00027678909680405419 0.0010316481015501095 0.00015406269639673778 -0.0018179612892429129 -0.00045051262080354109 0.00018449860282950166 0.002174296047139381 -0.00054992896439216572 -3.6346696209269191e-05 -1.9962974772902163e-05 -0.0017860989251964972 -0.0001814587576383794 0.0016253758140880128 0.00097385805269118917 6.4900734502336264e-05 9.4455631003270295e-05 -0.00024818436268657081 0.00062541783795338774 -0.0019226566112289828 -0.00079696311083223145 -0.0013847475144557837 -0.00031635931041333457 0.00098585445615326011 -0.00067009865863502981 0.00052607040011530949 2.8684479077645673e-05 0.00080964320888077571 -5.8384702439999527e-05 0.00031260575633496046 0.00058985965574280389 -0.00060539251869119216 -0.00096151961313353242 0.00041388126167779169 0.00021252165669434833 -0.00017952188029691268 -0.0019110169498538919 -0.00076437913686842537 0.0003371958264655074 0.00042600126510247964
leaf_weight=204462 68495 22 2515 39 73 638 62 65 159 23 105 215 168 95 26 48 149 21 32 120 41 34 27 23 51 230 134 132 29 24 35 41 161 34 76 27 109 49 94 28 62 69 32 24 29 30 58 37 44 335
leaf_count=204462 68495 22 2515 39 73 638 62 65 159 23 105 215 168 95 26 48 149 21 32 120 41 34 27 23 51 230 134 132 29 24 35 41 161 34 76 27 109 49 94 28 62 69 32 24 29 30 58 37 44 335
internal_value=0 -1.06334e-05 3.45106e-06 2.39346e-06 3.07617e-06 1.72791e-06 0.000102013 6.8319e-05 -3.74695e-05 0.000212505 0.000292888 0.000112348 0.000699598 -0.000159268 -0.000321039 -0.000930968 0.00045587 0.000886022 -7.22777e-05 -0.000367864 -0.00073966 -0.00118674 -1.55591e-05 0.000649685 -4.49168e-05 0.000229872 -0.000135545 0.000132892 -0.000274788 -0.000390664 -0.0004647 -0.000294897 -0.00053321 0.000206555 -0.000970713 -0.000220803 -0.000199215 -0.000155608 0.000239051 -0.000263723 0.000119308 -0.000380548 -0.000366928 -0.000533835 -0.000619022 -0.000898335 -0.00115605 -0.00146443 -0.000238367 0.00032151
internal_weight=0 68517 211114 208599 207895 205100 2795 2552 1472 1080 888 615 273 192 169 74 243 94 1410 227 107 66 1183 50 1133 281 852 291 561 427 398 298 202 96 100 62 704 665 143 522 122 400 60 291 267 154 125 95 113 400
internal_count=279631 68517 211114 208599 207895 205100 2795 2552 1472 1080 888 615 273 192 169 74 243 94 1410 227 107 66 1183 50 1133 281 852 291 561 427 398 298 202 96 100 62 704 665 143 522 122 400 60 291 267 154 125 95 113 400
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=51
num_cat=0
split_feature=8 3 1 0 13 6 10 10 1 13 10 1 0 5 10 8 3 3 10 10 0 0 14 7 12 10 0 14 8 0 13 13 10 13 12 4 3 14 0 14 13 14 14 14 0 4 4 7 10 13
split_gain=0.00409689 0.00966742 0.0217971 0.0125132 0.0120417 0.0111191 0.00837927 0.0118386 0.00806786 0.031537 0.0190011 0.0181598 0.016419 0.0149344 0.0097939 0.00876527 0.0134921 0.00860964 0.00814063 0.0161678 0.022871 0.0178283 0.0160469 0.0150747 0.0147201 0.0182915 0.0133043 0.0140471 0.0128464 0.0166736 0.0170041 0.0158925 0.0218408 0.0255407 0.0129658 0.01218 0.0118921 0.0111872 0.0141604 0.0201429 0.018882 0.0107253 0.0104846 0.0104147 0.0101485 0.0101636 0.0100169 0.0096621 0.00911162 0.0108228
threshold=3.5000000000000004 28.500000000000004 3091.4684149673285 757.83164246805711 0.21807065217391305 1.5000000000000002 0.25265957446808512 0.10582306830907055 2936.4214567341296 0.028991596638655467 0.85912698412698429 2904.5200653263769 961.9848145785071 12.500000000000002 0.96609195402298864 9.5000000000000018 32.500000000000007 38.500000000000007 0.9104278074866311 0.52440476190476204 1104.0542682349771 1095.150540518749 0.13100686498855837 1.5000000000000002 6.5000000000000009 0.19756097560975613 1364.7041533538422 0.39736842105263165 7.5000000000000009 937.98699740156701 0.084219858156028379 0.11583184257602865 0.81322674418604668 0.23606811145510839 5.5000000000000009 13.500000000000002 32.500000000000007 0.28062500000000007 1124.0910823067372 0.10435571687840291 0.059714795008912663 0.19399641577060936 0.080540540540540564 0.26393188854489169 1146.5960345662522 8.5000000000000018 9.5000000000000018 7.5000000000000009 0.13714733542319751 0.028991596638655467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -3 7 -4 9 -5 -11 12 13 14 -12 18 -17 -18 19 24 21 28 -22 43 35 41 27 44 29 34 -31 -32 33 -33 -21 -10 -35 38 39 40 -27 48 -25 46 -24 -46 -20 -44 49 -26
right_child=1 3 4 8 -6 -7 -8 -9 15 10 11 -13 -14 -15 -16 16 17 -19 23 20 22 -23 26 42 25 37 -28 -29 -30 30 31 32 -34 36 -36 -37 -38 -39 -40 -41 -42 -43 47 -45 45 -47 -48 -49 -50 -51
leaf_value=1.5327676248799296e-06 -3.6634736621949224e-05 -0.00025242500990215274 -0.00047631924658512271 -0.0012690014422072895 -0.0010919978598082837 0.0006443987540051422 -0.00058769727206315931 0.0010996346566323402 6.4759301772570834e-05 -0.00015390223087576618 0.00095076326203222077 0.0021396883530542254 -9.3844842506639138e-05 0.0001730490574398293 0.0024967830703826622 -0.0014961839643428509 0.00021346612895343692 -0.00069803612290839242 0.00020692296091676164 -0.00015576451190836018 -0.00049944664562879615 0.0018975136193065821 0.0013097635950543919 0.00012239966781324365 0.0010569660397860307 -0.001762763254175132 0.0013383421930484474 -0.00061328825989039612 -0.00045156971715875222 0.0015564837939084763 -0.00067900402532161588 0.001491706055075599 0.0021465783675565669 -0.00061284080577686181 0.0011791852828041145 -0.0011767017480451615 0.00067816347077799348 0.00038064345029521399 -0.00023807393955677504 -0.0021625182617987905 0.00012830387973791044 -0.00072899456767897518 -0.0003596286599011884 -0.0002535899077256417 -0.00040155848468335844 0.000767654982936459 0.0011695643806328567 -0.0014908460245351308 0.001114743552170694 -0.0001775204514200121
leaf_weight=262776 12734 45 26 28 70 149 81 22 1626 70 21 23 49 26 20 23 63 44 88 105 124 22 24 117 22 22 24 50 37 55 23 39 23 44 22 20 30 22 61 35 33 35 336 71 41 34 39 20 25 92
leaf_count=262776 12734 45 26 28 70 149 81 22 1626 70 21 23 49 26 20 23 63 44 88 105 124 22 24 117 22 22 24 50 37 55 23 39 23 44 22 20 30 22 61 35 33 35 336 71 41 34 39 20 25 92
internal_value=0 -2.38964e-05 -4.47493e-05 4.48669e-05 -0.000563998 0.000436373 -0.000277487 0.000245993 2.44935e-05 0.000306794 0.000517905 0.000856226 0.000601746 0.00111046 0.00170492 5.32838e-06 -0.000397519 -0.000161357 2.09101e-05 5.97743e-05 0.000267054 0.000513853 -6.53363e-05 -0.000134894 -1.27163e-05 -0.000308669 0.000245818 6.98408e-05 0.000433323 0.000529337 0.000798679 0.000536545 0.000742116 0.000456252 7.54866e-05 4.96747e-05 -8.94607e-05 -0.000672736 -0.000826208 -0.00122483 -0.000628123 5.33055e-05 -0.000288227 0.000231401 0.000414856 0.000128485 0.000502537 -0.00042318 0.000250287 6.07138e-05
internal_weight=0 16855 12933 3922 199 194 129 48 3728 237 209 139 116 67 41 3491 130 107 3361 2690 697 400 297 671 1993 347 173 149 378 341 214 159 136 113 127 1646 74 173 151 90 55 174 473 198 99 75 127 356 139 114
internal_count=279631 16855 12933 3922 199 194 129 48 3728 237 209 139 116 67 41 3491 130 107 3361 2690 697 400 297 671 1993 347 173 149 378 341 214 159 136 113 127 1646 74 173 151 90 55 174 473 198 99 75 127 356 139 114
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=51
num_cat=0
split_feature=14 14 10 2 6 3 3 13 13 12 2 14 1 14 1 13 12 13 6 7 5 3 0 13 2 6 14 10 3 14 3 10 9 10 1 1 10 13 13 10 3 1 6 2 12 0 0 10 13 0
split_gain=0.00405249 0.00961784 0.013996 0.0168159 0.0157728 0.0144182 0.0157455 0.0121727 0.0119598 0.0230459 0.0113818 0.0113394 0.0171189 0.030823 0.010116 0.00973882 0.0128 0.0121845 0.0119555 0.0152936 0.0104676 0.0100524 0.016203 0.00984606 0.00954022 0.031219 0.028658 0.0287585 0.0145377 0.0338021 0.0165563 0.0156452 0.0133861 0.0209774 0.0166588 0.0160883 0.012758 0.0127059 0.0198424 0.0126676 0.0107034 0.0235176 0.0223943 0.0220254 0.0375039 0.0218645 0.0241487 0.0173621 0.0156863 0.0158864
threshold=0.077677224736048281 0.19139194139194141 0.95553359683794481 2.5000000000000004 5.5000000000000009 42.500000000000007 44.500000000000007 0.82842724978973936 0.18834459459459463 3.5000000000000004 4.5000000000000009 0.16496598639455784 2692.3630167879473 0.096006144393241177 949.58237921163402 0.39736842105263165 1.5000000000000002 0.32200460829493094 2.5000000000000004 1.5000000000000002 8.5000000000000018 26.500000000000004 1033.4556649327824 0.53452380952380962 3.5000000000000004 1.5000000000000002 0.68857758620689669 0.97182539682539693 35.500000000000007 0.38956639566395673 36.500000000000007 0.76253132832080206 3.5000000000000004 0.27386363636363642 2287.1494267431067 2207.0293116104267 0.44590643274853808 0.031754032258064523 0.028991596638655467 0.17445652173913045 17.500000000000004 1957.9177137252361 4.5000000000000009 2.5000000000000004 3.5000000000000004 681.65698770576876 737.86994514254707 0.9104278074866311 0.037749287749287756 1135.086528240877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 14 -7 8 9 11 -6 12 13 -5 -2 17 -17 -10 19 -19 21 -18 23 -23 40 28 27 37 31 30 -30 32 35 -34 -35 36 39 38 -27 -26 41 -3 -42 -44 45 -45 -47 -48 -46 -50
right_child=1 24 3 7 10 6 -8 -9 15 -11 -12 -13 -14 -15 -16 16 20 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31 -32 -33 33 34 -36 -37 -38 -39 -40 -41 42 -43 43 44 48 46 47 -49 49 -51
leaf_value=-1.8945142628877492e-05 -0.00011262299119551846 -3.6371294189959512e-06 4.311417961437953e-05 -0.0016891656684622702 0.00023901219460259736 -0.001882601750548929 -0.00021780994147589737 -0.0012954086114544995 -8.0355849629894193e-06 -0.0001778296619923919 0.0011991089178164575 -0.0017761583275777021 -0.0012239953868734977 0.00062266791482334547 2.616610022443069e-05 0.00075736340454400143 -0.0005592787202922362 0.00015968601685017349 -0.00026513618300668898 0.0019987711049207764 -0.0010856330032269895 0.0015792309687557547 -0.00064739882654976102 8.332318737467921e-05 -8.4510583113734343e-06 0.00013085000934781336 0.00029586791813444456 -0.0016085586760060063 0.0018091232127820452 -0.00097405105552752504 0.00039725062571441028 -0.00059570241240313468 -0.00012310478767923742 -0.00082863195843438972 -0.00027949896732244235 -0.00015111145369745734 -0.0001968237550440431 -3.3454265389395439e-05 0.0012032834223491397 0.00031833218505292231 3.1314521381057826e-05 -0.00012752690973174321 0.00011119913940317661 0.00024724778490603348 -0.00020121784018556355 -0.0010787489505511203 -0.0002002956681727377 -0.00064359963868810155 0.00089854040627676015 -0.0001918399278783118
leaf_weight=25639 1345 139148 1097 21 478 20 49 26 251 506 33 28 69 46 55043 27 97 20 20 26 44 22 32 22 652 524 915 28 33 32 56 178 1708 207 415 2086 367 3890 47 544 37688 3939 654 139 96 123 713 320 122 46
leaf_count=25639 1345 139148 1097 21 478 20 49 26 251 506 33 28 69 46 55043 27 97 20 20 26 44 22 32 22 652 524 915 28 33 32 56 178 1708 207 415 2086 367 3890 47 544 37688 3939 654 139 96 123 713 320 122 46
internal_value=0 1.9124e-06 1.95379e-05 -9.9937e-05 2.44747e-05 2.19717e-05 -0.000700358 -0.00022478 -0.000202167 -0.000344776 0.000301015 -0.000859865 -0.000671216 -0.000101937 2.28556e-05 -3.18494e-05 -0.000269302 0.000150921 0.00075544 0.00119917 -0.000397044 -0.000221911 0.000208677 0.000831277 -3.45862e-06 -4.72665e-05 4.08331e-05 -1.1151e-05 -0.000123101 0.000419648 0.000920754 -0.000133768 -0.000120015 -0.00021364 -0.000462249 -6.0233e-05 6.10546e-05 -1.12472e-06 0.000219124 0.000140186 -6.61917e-07 -7.04765e-06 2.22377e-05 -0.000132344 -0.00023451 -0.000345237 -0.000416478 -0.000337621 0.000308638 0.000599984
internal_weight=0 253992 59322 2354 56968 56457 69 1257 1231 670 511 164 136 67 56388 561 244 317 66 46 217 173 76 44 194670 11682 5404 4489 6278 121 89 6157 5979 2330 622 3649 1563 4461 571 1196 182988 143087 39901 2213 1559 1295 1156 1033 264 168
internal_count=279631 253992 59322 2354 56968 56457 69 1257 1231 670 511 164 136 67 56388 561 244 317 66 46 217 173 76 44 194670 11682 5404 4489 6278 121 89 6157 5979 2330 622 3649 1563 4461 571 1196 182988 143087 39901 2213 1559 1295 1156 1033 264 168
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 12 10 3 1 7 0 6 0 0 10 2 14 14 12 13 4 3 13 13 1 3 3 11 14 1 3 13 10 1 10 0 14 14 13 4 13 4 9 0 1 10 5 0 14 14
split_gain=0.0039271 0.0238389 0.0226588 0.0160006 0.0137645 0.0101108 0.00953935 0.00810219 0.0106636 0.00877292 0.00808488 0.00806709 0.0231941 0.0150511 0.0205776 0.0117838 0.0248802 0.0177128 0.0233872 0.0193959 0.0158544 0.0196424 0.0210199 0.0183873 0.0206709 0.0331172 0.0229983 0.019119 0.0173023 0.0209725 0.017409 0.0169512 0.0223343 0.0149031 0.014522 0.014048 0.014 0.0269962 0.0211397 0.0140981 0.0200413 0.0175967 0.0155235 0.0166066 0.0157784 0.0147707 0.0165579 0.0164391 0.013849 0.0176022
threshold=15.500000000000002 1806.8431918941753 1894.0094888517563 16.500000000000004 2001.0640350640863 3.5000000000000004 0.24695121951219515 17.500000000000004 1799.7773659418742 2.5000000000000004 933.44303385326884 1.0000000180025095e-35 627.98865185299212 658.36447093627214 0.45584415584415588 2.5000000000000004 0.74596774193548399 0.30860805860805868 4.5000000000000009 0.26393188854489169 7.5000000000000009 41.500000000000007 0.20881782945736438 0.27718676122931446 3616.7164640063575 38.500000000000007 28.500000000000004 0.028445512820512824 0.091966173361522213 2519.2547660210666 22.500000000000004 0.47434210526315795 0.93218390804597717 3241.4713401430272 0.23166368515205729 989.51400485044212 0.23904761904761906 0.27386363636363642 0.19292803970223329 8.5000000000000018 0.25265957446808512 4.5000000000000009 2.5000000000000004 861.95849707912703 2875.3264341504796 0.81934731934731941 3.5000000000000004 841.89925940917726 0.19399641577060936 0.18065268065268067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -2 8 -8 -10 -3 12 -5 14 -13 33 17 18 20 36 23 28 -23 24 26 34 -17 -28 29 30 -22 -25 -33 -15 35 -26 39 -38 -39 41 -41 42 -20 44 -44 -43 47 -47 49 -48
right_child=2 10 3 11 -6 -7 7 -9 9 -11 -12 13 -14 15 -16 16 -18 -19 19 -21 21 22 -24 31 25 -27 27 -29 -30 -31 -32 32 -34 -35 -36 -37 37 38 -40 40 -42 45 43 -45 -46 46 48 -49 -50 -51
leaf_value=-2.0762718583672605e-06 0.00011222840720700302 -9.5381503549648688e-05 -0.00011117590140281143 -0.00013988734488260454 -0.00027281162108015001 7.272960106690606e-05 6.0107146030758719e-05 0.00012179303531972175 -1.3485822588701333e-05 -0.00026120383698028272 -0.00029155039770633695 0.00010455504722499138 3.879924858363634e-05 1.3927294597344907e-05 -8.5137487372815779e-05 -0.00018290439473843731 -0.0001710145628803087 3.2855034534419767e-05 1.1344733279678553e-05 0.00020042424835926354 0.00046605766189870715 -5.7582482318016323e-06 -0.0017279191365078613 5.1262415255622143e-05 -0.0028726106266612592 0.00022264981845521604 0.00020275734473989768 -0.0013339352134997691 -4.8255469957214316e-05 8.4878380463253929e-05 0.0018947112951427699 -6.2726185886902437e-05 -0.00041426579087154472 0.0010773546330517891 -0.00069378222135874708 -0.0010839396346238488 0.00040707289051259039 -0.0002270067840952005 0.0010722939590991968 -0.00012561606412671785 -0.0015501302005723118 9.8236735672406659e-05 -0.00031331702417436376 -0.0006492688596847722 0.00032371012001483417 -2.7012775373003039e-05 9.7743668964791022e-05 -0.00071710070281966101 -0.00079818040084033695 0.0015647122199879959
leaf_weight=154286 5252 3347 2318 1967 888 1103 7454 2277 5773 381 623 5841 23669 20118 1893 5739 2943 11214 836 1283 145 37 34 2628 23 51 560 21 3880 1273 25 2906 535 33 39 21 541 395 34 1995 25 3803 354 236 134 161 290 186 39 22
leaf_count=154286 5252 3347 2318 1967 888 1103 7454 2277 5773 381 623 5841 23669 20118 1893 5739 2943 11214 836 1283 145 37 34 2628 23 51 560 21 3880 1273 25 2906 535 33 39 21 541 395 34 1995 25 3803 354 236 134 161 290 186 39 22
internal_value=0 -5.18917e-06 6.76595e-06 -3.15444e-06 -9.74105e-05 -5.1881e-05 5.38115e-05 3.44973e-05 1.98902e-05 -2.88223e-05 -0.000126166 1.07941e-06 2.5089e-05 -7.67693e-06 5.81253e-05 -1.58119e-05 -3.07705e-05 -2.03122e-05 -4.14165e-05 1.84854e-05 -7.59662e-05 -4.30056e-06 -0.000830455 -0.000106835 -0.000165586 -0.000780113 -0.000152556 0.000147214 6.71897e-06 0.000154537 0.000676154 -4.4356e-05 -0.000117383 1.56688e-05 -0.00139627 -0.00201893 -7.30484e-06 0.000172182 -0.000124032 -2.88495e-05 -0.000143246 9.27644e-06 -0.000135436 -0.000304923 -0.000138396 5.94323e-05 -0.000151991 -0.000396916 9.01433e-05 0.000201184
internal_weight=0 158256 121375 100238 4309 3421 21137 15885 13608 6154 3970 95929 25636 70293 7734 62559 42408 39465 28251 10334 17917 5394 71 12523 6454 134 6320 581 5323 1443 170 6069 3441 20151 83 44 9051 970 429 8081 2020 6061 1560 724 488 4501 698 347 351 312
internal_count=279631 158256 121375 100238 4309 3421 21137 15885 13608 6154 3970 95929 25636 70293 7734 62559 42408 39465 28251 10334 17917 5394 71 12523 6454 134 6320 581 5323 1443 170 6069 3441 20151 83 44 9051 970 429 8081 2020 6061 1560 724 488 4501 698 347 351 312
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=51
num_cat=0
split_feature=8 4 2 12 13 13 0 13 7 7 1 3 14 6 0 3 10 4 10 10 13 10 10 14 6 10 0 6 0 14 6 3 13 10 13 1 12 1 13 13 0 1 8 10 0 8 6 4 13 10
split_gain=0.00400136 0.00602989 0.0154163 0.0113857 0.00694758 0.00852724 0.0122101 0.0141469 0.0097624 0.0164377 0.00614391 0.00595494 0.00845518 0.0119648 0.00766292 0.00712897 0.00837646 0.0074324 0.00942176 0.0109607 0.0108321 0.00853718 0.0089227 0.00821655 0.0174316 0.0130147 0.0202414 0.00839151 0.00864263 0.00937605 0.00805946 0.0107549 0.010754 0.00914305 0.0207069 0.00946796 0.0089599 0.0124574 0.00828461 0.00777653 0.00760668 0.00726999 0.0070102 0.00679375 0.00635321 0.00714294 0.0061832 0.00614189 0.00609001 0.00606673
threshold=1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.063164893617021281 0.036375661375661381 1146.5960345662522 0.045983086680761107 1.5000000000000002 3.5000000000000004 1413.8554805408253 39.500000000000007 0.11834733893557424 4.5000000000000009 1086.8692189335923 38.500000000000007 0.27842377260981915 10.500000000000002 0.40238095238095245 0.30151515151515157 0.080540540540540564 0.96824596774193561 0.97182539682539693 0.12632978723404256 2.5000000000000004 0.21525096525096529 989.51400485044212 1.0000000180025095e-35 928.78428753650576 0.18274582560296851 2.5000000000000004 34.500000000000007 0.077677224736048281 0.96076923076923093 0.074537037037037054 2969.5094685919271 3.5000000000000004 3241.4713401430272 0.13680926916221037 0.22792207792207794 933.44303385326884 3521.6014656366374 1.0000000180025095e-35 0.12347560975609757 989.51400485044212 1.0000000180025095e-35 3.5000000000000004 11.500000000000002 0.061553030303030311 0.69337606837606847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 5 -5 7 8 -7 -10 -6 15 13 -13 -14 17 -17 -1 19 23 -21 30 48 24 25 26 -19 -25 43 -30 31 33 -33 38 -35 -36 49 -38 44 40 -40 -22 -31 -29 45 -20 -26 -37 -23 -32
right_child=1 -3 3 4 10 6 -8 -9 9 -11 -12 12 14 -15 -16 16 -18 18 21 20 41 22 -24 27 46 -27 -28 28 29 42 36 32 -34 34 35 47 37 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=3.161522515725353e-06 0.0012528237805742286 -3.411474706337395e-06 -1.4772597875147329e-05 -0.00010851425656877488 -6.3742878701149876e-06 0.0017688969531181186 -0.00095961225673645034 8.5866292936931691e-05 -0.00019036681333091111 0.0016369037824915723 -0.00020843836912025796 -0.00085618230281397706 0.0013539930284120298 0.00069991598970123704 0.00033677596538500104 -0.0013394047032176917 -0.00013423271188714905 0.0015265764602060831 0.00084491999354213481 -0.0011910230404307211 -0.00051316416631582091 -0.0012291801360729353 0.00059368879550934913 -0.0010437846765853464 -0.0010756908961047885 0.0015618718157330638 -0.00045915451324121524 0.00012830284667079864 -0.00053010253002328141 -5.2322160677406301e-05 4.6713085215411745e-05 0.002016773701179773 0.00050968757337802246 0.001747972591136418 0.0011973185022361578 -0.00061271029429648207 0.0012823905616128088 -9.2754379348379789e-05 8.0394443301927477e-05 9.5209177495722766e-05 0.0012413446369126094 0.00067578908347059046 0.00094030935400476903 -0.0010138864516435811 -0.00037844077118734279 -0.00026548890496737196 0.00012638525045274393 0.00043522424025625164 -0.00010181187151465565 -0.0010814451970733129
leaf_weight=193650 23 71801 9514 708 469 22 21 218 32 20 1901 30 24 21 81 21 46 21 30 37 36 23 21 22 20 34 33 23 27 29 22 20 29 34 20 27 23 58 21 69 43 20 46 30 80 28 23 29 25 26
leaf_count=193650 23 71801 9514 708 469 22 21 218 32 20 1901 30 24 21 81 21 46 21 30 37 36 23 21 22 20 34 33 23 27 29 22 20 29 34 20 27 23 58 21 69 43 20 46 30 80 28 23 29 25 26
internal_value=0 -9.07138e-06 -4.0506e-05 -4.2811e-05 -0.000121477 -1.24378e-05 0.000204885 0.000288633 0.000885974 0.00051243 -0.000168452 3.94357e-06 0.00031274 -0.000215436 0.000569283 3.69621e-06 -0.000511973 3.87368e-06 0.000137896 -5.14415e-05 -0.000527161 0.000258794 -0.000265927 9.2201e-05 0.000392387 0.000795564 0.000313074 -0.00012997 -2.67798e-07 0.000268864 0.000323563 0.00042755 0.00112482 0.000337874 0.000722325 0.000263483 -2.30594e-05 0.000297719 0.000181824 0.000463425 0.000860408 -8.8538e-05 0.000556492 -0.000518219 -8.9575e-05 0.000308861 -0.00043272 -7.00299e-05 -0.000642009 -0.000564373
internal_weight=0 84729 12928 12905 3391 1021 313 292 74 52 2370 194902 156 51 105 194746 67 194679 1029 401 93 628 69 308 131 88 54 177 155 102 559 430 49 381 110 76 129 81 271 133 64 56 75 53 138 58 43 56 48 48
internal_count=279631 84729 12928 12905 3391 1021 313 292 74 52 2370 194902 156 51 105 194746 67 194679 1029 401 93 628 69 308 131 88 54 177 155 102 559 430 49 381 110 76 129 81 271 133 64 56 75 53 138 58 43 56 48 48
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=51
num_cat=0
split_feature=7 5 0 6 0 10 10 10 1 9 13 10 5 0 14 14 10 10 8 0 4 5 0 13 13 12 9 14 10 14 14 14 14 13 12 10 12 5 14 14 6 2 9 10 10 0 10 6 14 0
split_gain=0.0040029 0.0142171 0.0441298 0.0172647 0.0129761 0.0173124 0.0127896 0.0226159 0.0238011 0.0159447 0.0109469 0.0148244 0.0139315 0.0138428 0.0106262 0.0103434 0.0101808 0.0291797 0.0131164 0.0100092 0.0121444 0.0133334 0.0148758 0.0137076 0.0196041 0.0143422 0.0133432 0.0177193 0.0221519 0.0210006 0.013174 0.0126323 0.0247393 0.0125757 0.0121074 0.011143 0.0124217 0.0107847 0.012483 0.0114374 0.0107471 0.0160883 0.0168009 0.0109748 0.0109305 0.0234399 0.00997452 0.00958049 0.0147389 0.00984791
threshold=3.5000000000000004 5.5000000000000009 1040.0256050067871 1.0000000180025095e-35 1061.8284994139024 0.2022727272727273 0.56711711711711721 0.85912698412698429 2669.2593881982461 2.5000000000000004 0.11237373737373739 0.7231800766283526 14.500000000000002 1222.5833773881889 0.20881782945736438 0.40238095238095245 0.967204301075269 0.96824596774193561 3.5000000000000004 683.80975018444701 7.5000000000000009 3.5000000000000004 851.91169544844706 0.27842377260981915 0.18834459459459463 2.5000000000000004 2.5000000000000004 0.46770833333333339 0.36899313501144165 0.31909090909090915 0.053342816500711245 0.14119601328903655 0.067424242424242428 0.35388994307400384 2.5000000000000004 0.27842377260981915 2.5000000000000004 4.5000000000000009 0.48074074074074075 0.35805860805860812 4.5000000000000009 2.5000000000000004 3.5000000000000004 0.21132376395534294 0.22792207792207794 983.43194644661196 0.26393188854489169 6.5000000000000009 0.15470085470085473 861.95849707912703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 6 5 -4 9 -8 -9 -3 11 -6 -12 -13 -11 -7 47 -18 -19 -2 40 22 30 24 37 33 -24 28 31 -30 -22 32 -28 -25 -32 -26 -37 38 39 -23 43 -42 -43 -21 45 -45 -39 -5 -49 -50
right_child=1 2 4 16 10 15 7 8 -10 14 12 13 -14 -15 -16 -17 17 18 -20 20 21 23 26 25 35 -27 27 -29 29 -31 34 -33 -34 -35 -36 36 -38 46 -40 -41 41 42 -44 44 -46 -47 -48 48 49 -51
leaf_value=1.2584991592472664e-06 3.4253998423941022e-05 0.0018442911895092677 -0.0020126774691743778 9.2482958493232497e-05 0.00034568036240054958 -0.00076424663397789893 -0.00073288505744130818 0.00024809740913556795 0.0018356995589490378 0.0014378795931406785 -0.00028152845781816187 -0.00060385026251542906 0.00065521710660375126 0.00013531897472364644 0.00015795428914134392 0.0004092839430086315 0.0018888071717810817 0.00074034492718055844 -0.00061897499719634655 -0.00025038554356744772 0.0013823311927768848 0.00039706178300022373 -0.00037528604407988396 -0.00093931767973117527 8.1648444756865507e-05 -0.00061049751410416288 -0.0008204258565196401 -0.0010493433615192773 0.00035574786975134718 0.0021085502533242108 -0.00038824461582892891 -0.00066735125546983913 0.0011173767058062368 0.00042763687709356299 0.00040201884980390381 0.00029336133325538565 0.0016566472467754714 0.00042527635900221553 0.0014272424499862471 -0.00084142101085966545 6.3322818982857471e-05 -0.00079633351489965263 0.00065905845787545502 0.0014476574146743482 -7.939998971823524e-05 -0.00064689469171836126 -0.00042837419277230553 -0.00022845152790458608 0.0019581244041151163 0.00049495998208168085
leaf_weight=267780 2051 37 20 1423 248 57 40 99 31 24 722 115 42 141 50 28 32 36 35 1081 23 166 450 20 28 92 28 30 54 25 75 62 40 106 137 24 55 51 26 21 121 201 22 34 3448 22 104 28 23 23
leaf_count=267780 2051 37 20 1423 248 57 40 99 31 24 722 115 42 141 50 28 32 36 35 1081 23 166 450 20 28 92 28 30 54 25 75 62 40 106 137 24 55 51 26 21 121 201 22 34 3448 22 104 28 23 23
internal_value=0 -2.84365e-05 6.05784e-05 0.000217893 -0.000154941 -0.000689101 0.000579354 0.000306782 0.000626679 0.000996807 -0.000110709 7.01705e-05 -0.000230032 -0.00019673 0.000573065 -0.000377672 0.000154411 0.000635244 7.02576e-05 -6.2129e-05 -9.23278e-05 2.65758e-05 -9.77659e-05 0.000192365 0.000343013 -0.000135884 -0.000214931 8.69925e-05 0.000250103 0.000910432 0.000245753 -0.000151174 0.000319458 0.00021066 0.000122445 0.000938714 0.00124248 0.000169807 0.000400708 0.000257981 -0.000131335 -0.000400877 -0.000652752 -0.000111112 -6.81457e-05 0.000624798 -0.000147496 0.000121328 0.000676004 0.00122654
internal_weight=0 11851 3254 1881 1373 105 281 170 130 111 1268 504 764 256 74 85 1600 103 71 8597 6546 1617 924 693 475 218 689 239 209 79 235 130 68 126 212 107 79 368 213 187 4929 344 223 4585 3504 56 155 1497 74 46
internal_count=279631 11851 3254 1881 1373 105 281 170 130 111 1268 504 764 256 74 85 1600 103 71 8597 6546 1617 924 693 475 218 689 239 209 79 235 130 68 126 212 107 79 368 213 187 4929 344 223 4585 3504 56 155 1497 74 46
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 1 0 4 13 13 5 1 10 8 1 3 0 6 14 14 3 5 10 12 5 0 1 12 9 10 6 7 3 9 10 10 0 6 6 0 10 3 0 0 1 14 14 1 1 6
split_gain=0.00397566 0.0211459 0.019175 0.0153135 0.0177795 0.0114474 0.0120977 0.0117826 0.0108738 0.0180196 0.0213822 0.0148579 0.0131132 0.0108822 0.0119891 0.0107427 0.0126138 0.0105867 0.0107424 0.0252479 0.0122882 0.0226137 0.0125791 0.0113273 0.0109377 0.0100251 0.00929873 0.00881101 0.00879498 0.0122547 0.0112908 0.00874235 0.00972735 0.00848066 0.0132062 0.01824 0.0155574 0.0154187 0.0126078 0.0151495 0.0125578 0.0109803 0.0117992 0.0109096 0.0191816 0.0101966 0.0103111 0.00903685 0.00835728 0.0081561
threshold=11.500000000000002 1268.6169496378952 1453.6202201032145 13.500000000000002 792.40239783902211 1594.8741267876551 465.25684438145873 2.5000000000000004 0.063164893617021281 0.028991596638655467 4.5000000000000009 1651.652491240254 0.96225071225071235 4.5000000000000009 2936.4214567341296 10.500000000000002 703.39257318585214 5.5000000000000009 0.16496598639455784 0.48074074074074075 24.500000000000004 5.5000000000000009 0.96225071225071235 3.5000000000000004 7.5000000000000009 933.44303385326884 1841.8756835017055 2.5000000000000004 3.5000000000000004 0.42705167173252284 1.0000000180025095e-35 1.0000000180025095e-35 12.500000000000002 2.5000000000000004 0.71240601503759404 0.29478609625668456 381.95844621414966 1.5000000000000002 1.0000000180025095e-35 559.80756794594708 0.12347560975609757 9.5000000000000018 587.99658264167203 486.27124121777877 898.5532874204041 0.28062500000000007 0.12060606060606062 886.51690191168416 1357.6621260085051 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 33 -2 4 31 -5 28 8 9 13 -11 -12 -10 14 -8 48 -17 18 20 23 21 -13 -22 25 -21 -20 -15 -6 29 -7 -30 -4 -33 34 35 47 -36 43 39 40 -35 42 -37 -38 -45 46 -46 -1 -3 -23
right_child=2 15 3 5 27 6 7 -9 12 10 11 17 -14 26 -16 16 -18 -19 19 24 22 49 -24 -25 -26 -27 -28 -29 30 -31 -32 32 -34 38 36 41 37 -39 -40 -41 -42 -43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=0.00014138777794453898 4.5145814985423293e-05 -0.0001225050301034223 7.468304865481104e-07 5.4387872564178456e-05 -0.00025369888047828171 0.00037564966649146584 -5.6935636162450154e-05 1.8901010632736654e-06 -7.8708850664843571e-05 -2.2458592489358049e-05 0.0015782767761265859 0.00028874501440441237 -0.00059759328537292017 8.3826556707405171e-05 0.0010954149700093854 -2.5563260336281188e-05 -0.00019561727230750546 -0.00041886403829463436 0.00055362696444111257 0.00047032672265777365 -0.00059079295382476768 0.0024542981597523278 0.0010771128408669029 -0.00078766613646331137 0.0016327078700723017 -0.00051116820690887317 -0.00089377918205647009 -6.4756723938822085e-05 -0.00027317618487870981 -4.5492724042028052e-05 0.00019325367523723234 -0.00021267248924477795 -4.473242595836706e-05 -9.8092899309247319e-05 -0.00023445233851525699 5.9679565632929684e-05 -3.6817821582044879e-05 -0.00011342737317457553 5.13927266896499e-05 3.7920744766254639e-05 -0.00035983556082631288 0.00015712184799171537 -0.00035346795257939654 0.00084947699019851698 -3.7508850935027543e-06 5.2302172857696809e-07 0.00012078031413411142 -1.2749126407465798e-05 -0.00041775166795918217 0.0012135587239754386
leaf_weight=1042 24552 2602 10961 10193 1371 580 1211 135617 6743 470 28 44 124 37 23 11122 1209 37 60 50 26 26 20 47 34 35 71 1122 231 246 296 1052 4780 1080 750 4330 11022 3000 1520 927 796 3982 180 70 2737 17772 4233 10879 264 27
leaf_count=1042 24552 2602 10961 10193 1371 580 1211 135617 6743 470 28 44 124 37 23 11122 1209 37 60 50 26 26 20 47 34 35 71 1122 231 246 296 1052 4780 1080 750 4330 11022 3000 1520 927 796 3982 180 70 2737 17772 4233 10879 264 27
internal_value=0 -9.45781e-06 3.75814e-06 -2.02984e-06 -4.40654e-05 3.15775e-06 -4.16848e-07 -1.80805e-06 -5.68429e-05 3.86581e-05 0.000211214 0.000464269 -8.80785e-05 -7.75792e-05 -3.54575e-05 -6.25032e-05 -4.22363e-05 0.000387441 0.00046829 0.000253694 0.000807442 0.00112662 0.000134383 -0.000152772 0.000940814 0.000161334 -0.000558859 -0.000168664 0.0001484 0.000250225 -1.11966e-05 -2.55682e-05 -7.50261e-05 3.07531e-06 7.94879e-06 4.06151e-05 -8.89683e-06 -4.54068e-06 -6.45616e-05 -0.000127441 -0.000209152 9.66142e-05 4.31903e-05 4.57525e-06 2.29629e-05 2.06245e-05 7.1879e-05 7.23791e-07 -0.000149702 0.00182222
internal_weight=0 79517 200114 175562 19286 156276 146083 144730 9113 2246 904 434 6867 1342 1234 15197 12331 406 369 226 143 97 46 142 84 95 108 2493 1353 826 527 16793 5832 64320 59997 20413 39584 38834 4323 2803 1876 8492 4510 35834 24812 24742 6970 11921 2866 53
internal_count=279631 79517 200114 175562 19286 156276 146083 144730 9113 2246 904 434 6867 1342 1234 15197 12331 406 369 226 143 97 46 142 84 95 108 2493 1353 826 527 16793 5832 64320 59997 20413 39584 38834 4323 2803 1876 8492 4510 35834 24812 24742 6970 11921 2866 53
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=51
num_cat=0
split_feature=8 12 3 0 4 1 6 5 3 0 4 0 3 0 1 10 0 0 1 0 7 3 13 12 1 7 4 9 14 1 9 4 14 5 3 6 4 7 12 10 0 4 2 14 1 0 13 10 0 10
split_gain=0.00407724 0.00508536 0.00578736 0.0202636 0.0384445 0.0110285 0.0230052 0.0114305 0.0113002 0.0100414 0.0131556 0.00995187 0.00851683 0.0164941 0.0106872 0.0104102 0.0093398 0.00793807 0.00671464 0.00588257 0.00713532 0.00657906 0.00569368 0.008781 0.00884516 0.00788973 0.0104153 0.00798557 0.00994414 0.00784715 0.0138309 0.00759618 0.010941 0.00909395 0.0116239 0.00909776 0.00805189 0.00930622 0.0082216 0.00799287 0.0116727 0.0236549 0.00748486 0.00785797 0.00921856 0.00824771 0.0112892 0.0074568 0.00680633 0.0121626
threshold=1.0000000180025095e-35 2.5000000000000004 23.500000000000004 1321.1033005038273 5.5000000000000009 2846.3956359091098 4.5000000000000009 2.5000000000000004 26.500000000000004 880.4064522592422 7.5000000000000009 703.39257318585214 26.500000000000004 733.03783481254891 2969.5094685919271 0.17752100840336138 961.9848145785071 911.950011882387 2739.3600366868154 858.45016876509555 1.5000000000000002 25.500000000000004 0.077677224736048281 10.500000000000002 3297.5540643465279 5.5000000000000009 12.500000000000002 2.5000000000000004 0.36474501108647456 3521.6014656366374 3.5000000000000004 3.5000000000000004 0.074537037037037054 5.5000000000000009 28.500000000000004 2.5000000000000004 9.5000000000000018 3.5000000000000004 6.5000000000000009 0.67054263565891481 1289.0088005912796 6.5000000000000009 1.5000000000000002 0.084219858156028379 2207.0293116104267 757.83164246805711 0.15504807692307696 0.3133928571428572 995.44446815408207 0.79057017543859665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 -5 6 7 9 -8 10 -4 -9 13 -7 -15 16 -14 -11 -1 -13 -21 -22 23 25 -25 26 29 28 -27 -3 48 42 33 34 35 -33 37 38 -36 -34 -41 -42 -24 -44 -45 46 -46 -35 -31 -50
right_child=-2 22 5 4 -6 12 8 11 -10 17 -12 19 15 14 -16 -17 -18 -19 -20 20 21 -23 31 24 -26 27 -28 -29 -30 30 -32 32 39 47 36 -37 -38 -39 -40 40 41 -43 43 44 45 -47 -48 -49 49 -51
leaf_value=-5.8624811474785157e-07 -4.7256855103091277e-06 -4.1411956963749966e-06 0.0012639091305363063 -0.0023858134271577004 0.0004467126417338201 0.00065211839867296132 -8.7348751703950962e-05 3.2637957723208647e-05 -0.0014824578649408763 -0.00099208606711943597 -0.00012878750504266161 0.0015368178008227714 0.0002004743394096412 -0.00026249734737416079 -0.0013209847243759703 -0.00010271276360216444 0.0015863619427545928 0.00010936143365609962 -0.00082016305485740296 0.0016159543440153357 -4.968692613017213e-05 0.00093515778750960911 -0.00088428009500300198 -0.00015641272267592806 -0.001474533483706182 -0.00064184167581102388 0.00097514935855374293 0.0012844728784250988 0.00075769173398536327 -0.0006978237702112113 -0.0011409642972596754 -1.5859740483306255e-05 0.00010335647682782011 -0.0014607175218407065 0.00060368314208019346 -0.00035849407558222922 -6.1233642336446797e-05 3.8075392417933635e-05 0.0020201795094180854 9.7019109621972646e-06 0.0016736786825276796 8.3778571152133628e-05 0.00011676106061685418 -1.0265754185870857e-05 -0.0013263122143325748 -6.0161997729466302e-05 -0.00023822600980904899 -0.00015348780919642498 0.0012915488076396288 -0.00043131164164238032
leaf_weight=69258 173399 11633 39 25 23 29 47 34 21 21 30 36 31 57 41 126 20 74 25 20 28 43 24 35 20 22 27 23 30 21 42 2368 8757 20 21 211 40 23 20 4566 32 87 1224 6675 40 119 59 24 20 21
leaf_count=69258 173399 11633 39 25 23 29 47 34 21 21 30 36 31 57 41 126 20 74 25 20 28 43 24 35 20 22 27 23 30 21 42 2368 8757 20 21 211 40 23 20 4566 32 87 1224 6675 40 119 59 24 20 21
internal_value=0 7.71358e-06 -1.52268e-07 -1.59348e-06 -0.00102856 0.000143206 0.000318131 0.000493116 -0.000518191 0.000199316 0.000658389 0.00079239 -8.29314e-05 -0.000395364 -0.000705334 0.000141244 0.00074396 -0.000134116 -8.81983e-07 0.000995788 0.000781754 0.000546768 2.29282e-05 -5.41944e-06 -0.000635729 -2.49124e-06 -5.75033e-06 0.000508708 0.000165581 -8.00681e-06 -0.000440398 3.67977e-05 5.66299e-05 -3.4686e-05 -2.29932e-05 -4.38923e-05 0.000495263 0.000843073 0.00129466 7.51553e-05 2.2443e-05 0.000511315 -2.5916e-06 1.53416e-08 -2.07154e-05 -0.000340675 -0.000677857 -0.000747683 3.41796e-05 0.000409108
internal_weight=0 106232 70028 69331 48 697 393 325 68 164 69 161 304 127 98 177 51 95 69283 127 91 71 36204 11894 55 11839 11764 75 52 11737 104 24310 16169 2727 2683 2579 104 64 41 13442 4685 119 8141 8117 6893 218 99 44 62 41
internal_count=279631 106232 70028 69331 48 697 393 325 68 164 69 161 304 127 98 177 51 95 69283 127 91 71 36204 11894 55 11839 11764 75 52 11737 104 24310 16169 2727 2683 2579 104 64 41 13442 4685 119 8141 8117 6893 218 99 44 62 41
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=51
num_cat=0
split_feature=7 4 6 13 5 1 2 10 3 3 14 14 6 1 0 4 14 14 9 10 5 12 4 0 10 0 10 12 10 0 4 14 0 0 1 3 10 10 0 13 0 12 5 6 0 5 8 10 3 1
split_gain=0.00408132 0.00729703 0.00719122 0.00934594 0.00891554 0.00989914 0.00754707 0.018827 0.0164165 0.0154149 0.014257 0.0127854 0.01486 0.0161456 0.0212057 0.014984 0.0162408 0.0165631 0.0146086 0.0169424 0.0144938 0.0130442 0.0129261 0.0114338 0.0113554 0.0206595 0.0111305 0.010999 0.0111833 0.0157938 0.0123166 0.01944 0.0167447 0.0122093 0.010717 0.0125936 0.010672 0.0101425 0.0193666 0.00979264 0.0108536 0.00936442 0.0140868 0.0180178 0.0152206 0.0160536 0.0137657 0.0127633 0.00914782 0.020635
threshold=1.5000000000000002 16.500000000000004 6.5000000000000009 0.061553030303030311 7.5000000000000009 3241.4713401430272 3.5000000000000004 0.76253132832080206 35.500000000000007 31.500000000000004 0.11583184257602865 0.16064516129032261 2.5000000000000004 4197.4883033117148 1104.0542682349771 9.5000000000000018 0.68301435406698574 0.63762626262626265 3.5000000000000004 0.22361111111111112 5.5000000000000009 3.5000000000000004 5.5000000000000009 883.9724472351171 0.063508064516129045 806.96991629943716 0.97332859174964448 6.5000000000000009 0.52277432712215333 561.86879974510146 9.5000000000000018 0.32200460829493094 865.45763568221207 705.86497258682209 3521.6014656366374 30.500000000000004 0.52277432712215333 0.19139194139194141 730.70522058223889 0.15504807692307696 821.95600019910705 6.5000000000000009 5.5000000000000009 3.5000000000000004 767.97453251559966 1.5000000000000002 3.5000000000000004 0.24695121951219515 14.500000000000002 1723.9474886893252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 9 11 -9 34 -11 21 18 15 -15 16 17 23 24 22 -17 -8 -20 36 25 -13 -10 28 29 -26 32 -32 37 -30 48 -36 -14 38 -31 -21 -41 42 44 -44 -23 47 -47 -46 49 -1
right_child=1 -3 3 -5 -6 -7 7 8 26 10 -12 12 13 14 -16 20 -18 -19 19 39 -22 41 -24 -25 27 -27 -28 -29 33 30 31 -33 -34 -35 35 -37 -38 -39 -40 40 -42 -43 43 -45 45 46 -48 -49 -50 -51
leaf_value=-4.1988560401212636e-07 -1.0895629685474783e-05 0.00089985886906188996 -0.00021072942535157164 0.00026423554281131882 -0.00086269736733614799 0.0010106356753524215 0.00016614947966030858 -0.00026708328325099134 -0.0020985059276096185 -1.5494600707965081e-05 0.00043569129910129667 -0.00015692752336327553 9.8616987072717107e-05 -0.0019624989372955914 0.00025881266753588407 0.00033613953382196347 0.00041239071072150004 -0.0011706917048638476 -0.00022629774675058599 -0.00020409514442207185 0.0015976072794854129 -4.8085751034498004e-05 6.4015712220957899e-05 -0.00061947032185792302 0.00015458135822632861 -0.0014368358569106822 -0.00052539750872908732 0.00048392971396780292 -0.00029959353375038386 -0.0001636912569583939 0.001030988430562006 -0.00055129965491990639 -0.0013178117581022282 0.00033768404507348101 -0.00097745272418251253 -5.9437392161326538e-05 -0.000488128495430026 -5.5035836539286861e-06 -0.0011674623066259518 -0.00049645292132133388 -0.0016153389785398286 0.00013335916914848251 0.00011108508430512749 0.0013131804993775276 -0.002003699352140897 -0.00018485240655140029 -0.001382321368817849 -0.00034638953733346647 1.8862794198665383e-05 -0.00014045324211579073
leaf_weight=121458 68495 22 79 524 37 21 1439 286 22 312 399 707 878 22 21 106 255 31 900 371 29 1643 668 69 1268 33 23 115 515 259 55 30 30 88 60 99 85 652 59 376 23 789 285 35 26 312 26 21 72884 2689
leaf_count=121458 68495 22 79 524 37 21 1439 286 22 312 399 707 878 22 21 106 255 31 900 371 29 1643 668 69 1268 33 23 115 515 259 55 30 30 88 60 99 85 652 59 376 23 789 285 35 26 312 26 21 72884 2689
internal_value=0 -1.06032e-05 3.44127e-06 0.000168102 -0.000199592 4.57572e-05 2.92409e-06 -3.46725e-05 -0.000406759 5.30868e-06 0.000237703 -2.45948e-05 -6.41613e-05 7.71665e-05 -0.000877672 0.000105424 5.40361e-05 -3.19286e-05 -9.85452e-05 -0.000196939 0.000607121 4.1508e-05 -0.000102618 2.27843e-06 -3.81817e-05 -0.000214005 -0.00129447 4.18527e-06 -1.44787e-05 3.47537e-05 -0.000105284 0.000472534 -0.000154399 -0.000206591 4.47075e-06 -0.000405858 4.68274e-05 -0.000118417 -0.000349926 -0.000389011 -0.00056095 -1.56674e-05 -6.57449e-05 0.000242564 -0.000114393 -0.000397363 -0.000276965 -0.0012632 4.80188e-06 -3.45298e-06
internal_weight=0 68517 211114 661 137 100 210453 12552 331 197901 711 12221 7645 1496 43 1453 1318 1063 6149 2338 135 4576 1568 1032 3811 740 45 3071 2956 2353 1085 85 1000 603 197190 159 963 970 318 770 399 3137 2348 320 2028 385 338 47 197031 124147
internal_count=279631 68517 211114 661 137 100 210453 12552 331 197901 711 12221 7645 1496 43 1453 1318 1063 6149 2338 135 4576 1568 1032 3811 740 45 3071 2956 2353 1085 85 1000 603 197190 159 963 970 318 770 399 3137 2348 320 2028 385 338 47 197031 124147
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 8 7 12 4 5 5 12 10 9 10 4 6 0 10 10 12 13 1 4 10 5 14 13 14 1 10 14 12 1 3 13 5 0 10 12 7 4 13 8 13 14 10 6 3 12
split_gain=0.00391633 0.0235071 0.0200483 0.0128689 0.0146877 0.0124628 0.0132063 0.0199493 0.0396949 0.0158166 0.0107433 0.0104229 0.0119536 0.0103047 0.0154995 0.0178301 0.0148716 0.0246873 0.0146506 0.0117734 0.0179056 0.0164351 0.0115739 0.0114548 0.0143499 0.0106735 0.0227523 0.0151176 0.0124489 0.0100012 0.0181904 0.0181061 0.0164909 0.00987702 0.0202671 0.0161083 0.0128097 0.0139671 0.0212464 0.0120815 0.0115302 0.0100205 0.00985644 0.0136747 0.0132142 0.0109296 0.00980562 0.00968902 0.0105184 0.0125777
threshold=20.500000000000004 2364.0969371768856 2452.3200893468074 23.500000000000004 2669.2593881982461 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 0.36474501108647456 1.5000000000000002 0.8021739130434784 7.5000000000000009 1.5000000000000002 1222.5833773881889 0.71240601503759404 0.90121951219512209 2.5000000000000004 0.42705167173252284 2571.3753443570063 6.5000000000000009 0.7231800766283526 2.5000000000000004 0.043961352657004842 0.27149877149877155 0.73798627002288331 2519.2547660210666 0.86811594202898557 0.30151515151515157 5.5000000000000009 2118.0588098971061 18.500000000000004 0.79772727272727284 5.5000000000000009 654.32431632631881 0.15470085470085473 4.5000000000000009 3.5000000000000004 6.5000000000000009 0.22361111111111112 1.5000000000000002 0.47434210526315795 0.18065268065268067 0.73746867167919816 4.5000000000000009 19.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 33 -2 4 13 6 7 8 -3 -8 -6 12 -9 16 18 19 -4 42 25 21 -21 29 -17 46 -25 26 -15 28 -28 31 32 -16 -31 34 41 36 -36 38 -38 40 47 -1 43 -18 45 -44 -20 48 -35 -50
right_child=2 5 3 -5 10 -7 9 11 -10 -11 -12 -13 -14 14 15 22 17 -19 23 20 -22 -23 -24 24 -26 -27 27 -29 -30 30 -32 -33 -34 39 35 -37 37 -39 -40 -41 -42 -43 44 -45 -46 -47 -48 -49 49 -51
leaf_value=-3.3429010928434639e-06 6.5399256771616598e-05 0.0024268964152118619 -1.8347541138982317e-05 1.0734600273157824e-05 -0.00016193148513572698 -0.00071560469096821743 0.00014866979886597444 -3.1120794955584867e-05 -0.00012215666917784671 -0.00041575545281252903 -0.00077038399938732932 2.3822286481717489e-05 -0.00055332729834715628 0.00088099341542201943 0.0015171861695432432 0.00036266341113433658 -0.0016332835131610763 -0.00010576594485273081 -0.00012703139757926191 0.00081068322884455103 -0.00049765741059673021 -0.00057587331947416248 0.0013758893485989092 -0.0011278008110821248 0.00018805668090156487 -6.7879615332029462e-05 -5.4616266860389892e-05 0.00022793981577687563 0.00065961031987893555 -0.00059650035783354385 0.0015947981528006494 -8.4078661866779283e-05 0.00077042754013139834 -8.6207878727615828e-05 9.0906074638060299e-05 0.00026759208590606648 0.001385069148627257 -0.00014222357565167929 3.9878739318187718e-05 4.5858710349892589e-05 -0.0005126354930103295 6.1281849276105792e-05 -0.00059489689807852976 -0.0005427810578237705 -0.0009697304624132812 0.00091539028333500029 -0.0009384303455030581 -0.00043679067433159371 -0.00016040741915143727 4.2402235445869566e-05
leaf_weight=192765 13300 24 951 31027 1597 99 155 228 42 623 76 761 211 83 51 63 57 410 58 33 126 41 51 25 121 3183 1931 777 63 57 20 27 36 7927 4944 1021 38 1194 129 3406 139 6191 23 58 50 25 104 164 934 4212
leaf_count=192765 13300 24 951 31027 1597 99 155 228 42 623 76 761 211 83 51 63 57 410 58 33 126 41 51 25 121 3183 1931 777 63 57 20 27 36 7927 4944 1021 38 1194 129 3406 139 6191 23 58 50 25 104 164 934 4212
internal_value=0 -2.90885e-06 1.20368e-05 -5.22121e-06 -5.42517e-05 -0.000167718 -0.000141182 -4.15513e-05 0.000804772 -0.000303306 -0.000189572 -8.8099e-05 -0.000282113 -2.73772e-05 -8.68637e-07 0.000265727 -0.000142742 -0.000332627 -2.20871e-05 0.000105305 -0.000226115 0.000332441 0.000815949 -0.000358457 -3.72614e-05 -4.9259e-06 6.52849e-05 4.08519e-05 -3.20504e-05 0.00052742 0.000226822 0.000962902 -6.7367e-05 -1.32551e-06 1.67545e-06 8.33488e-05 5.35133e-05 -8.23203e-05 0.00034597 -3.82128e-05 -5.96204e-05 -1.33194e-06 -0.000769309 -0.00108329 -0.000400861 0.000191711 -0.000647929 -5.48633e-05 -5.00721e-05 5.59224e-06
internal_weight=0 225207 54424 41124 10097 2143 2044 1266 66 778 1673 1200 439 8424 6850 505 1574 623 6345 391 159 232 114 308 146 6037 2854 2771 1994 191 113 78 93 223064 206282 7326 6305 1361 167 16782 13376 198956 213 115 98 48 162 13237 13073 5146
internal_count=279631 225207 54424 41124 10097 2143 2044 1266 66 778 1673 1200 439 8424 6850 505 1574 623 6345 391 159 232 114 308 146 6037 2854 2771 1994 191 113 78 93 223064 206282 7326 6305 1361 167 16782 13376 198956 213 115 98 48 162 13237 13073 5146
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=51
num_cat=0
split_feature=7 3 1 0 2 0 14 1 3 1 3 1 1 0 7 10 12 6 10 6 3 1 4 8 7 7 5 13 4 9 0 13 8 13 13 0 0 12 13 13 0 10 3 0 10 0 9 7 1 13
split_gain=0.0042168 0.00586301 0.0117537 0.00844174 0.00599372 0.00584868 0.0115922 0.0113641 0.00573452 0.0238958 0.0153883 0.0144294 0.0141648 0.0153328 0.0261341 0.0174123 0.0156885 0.0191731 0.0186559 0.0133382 0.012026 0.0152041 0.0166492 0.0156773 0.0135069 0.013444 0.011742 0.0133391 0.01213 0.0112403 0.0111862 0.0110365 0.0109285 0.0108285 0.0205578 0.0134833 0.0156239 0.0134379 0.011995 0.0110534 0.0106347 0.0105531 0.011923 0.0128821 0.0100767 0.0100563 0.0204438 0.0156277 0.0107565 0.0185183
threshold=1.0000000180025095e-35 12.500000000000002 1493.6456239972256 821.95600019910705 1.5000000000000002 1222.5833773881889 0.19399641577060936 1279.6256317960454 29.500000000000004 3091.4684149673285 26.500000000000004 3438.6371619929478 2790.319728588885 752.62734794289941 2.5000000000000004 0.35805860805860812 5.5000000000000009 2.5000000000000004 0.11834733893557424 1.0000000180025095e-35 25.500000000000004 2377.2264031740556 5.5000000000000009 5.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 0.42206477732793529 6.5000000000000009 4.5000000000000009 1040.0256050067871 0.037749287749287756 5.5000000000000009 0.29478609625668456 0.21807065217391305 809.90619584897706 1135.086528240877 5.5000000000000009 0.14142857142857146 0.33712121212121215 942.80558483579864 0.56711711711711721 27.500000000000004 1113.5670458188422 0.14459930313588851 903.47680643148226 2.5000000000000004 3.5000000000000004 2669.2593881982461 0.15075757575757578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 -7 -8 9 10 12 33 20 16 29 31 17 18 19 -14 -2 30 23 25 -25 -23 28 -28 -19 -15 -22 -16 -12 34 35 38 41 -35 44 -39 -17 -37 -43 -44 -11 48 -47 -48 49 -24
right_child=8 4 3 -5 -6 6 7 -9 -10 11 32 -13 13 14 15 40 -18 26 -20 -21 21 22 45 24 -26 -27 27 -29 -30 -31 -32 -33 -34 37 -36 36 -38 39 -40 -41 -42 42 43 -45 -46 46 47 -49 -50 -51
leaf_value=1.3877811888074108e-07 -6.8228673029473628e-06 -0.00077198212578271828 -9.8013110307533776e-05 -0.0010034231204861918 1.8330412703506422e-05 -0.00039032277709338814 0.00010084368004754652 0.0014232422482702092 3.3206958716291116e-05 0.00051097478429157101 0.00011225789257677667 -0.00073160807018072009 0.00014447313063461686 -8.7871498938683581e-05 -0.0011742741046675846 -0.0014752982697013688 0.00041829713945764783 0.00011639020883413996 4.7892409376433211e-06 -0.00076336122583597898 0.0018932619331670658 -6.3020736439923356e-05 -0.00050045886232207221 6.1934063554266091e-05 0.0016130999908573755 -0.00072927764683539099 0.00033897929317405951 -0.00089201221023729347 0.0014525475937350676 -0.0011339666604516633 0.00029715085857669296 -1.0348400115990677e-06 -0.00016846032733060145 -0.00040200347562968869 0.00033371554802050181 -0.00016560902691779513 0.00044390762335884881 0.0013672058901283892 -0.00034187541019576885 -0.00015029265204551242 -0.0006410285937639785 -0.0010469815578350488 -0.0002492826615668056 -0.0013361210589452337 -4.0344975754091104e-06 0.00026496279082105804 0.0016622923531994115 9.2347354992576271e-05 -0.00026171820419541614 0.00071903610841767625
leaf_weight=61210 134102 24 2618 26 60461 32 32 33 9014 166 3957 104 53 2079 23 47 228 29 476 171 21 373 45 36 23 95 119 27 41 26 23 156 380 513 264 816 82 20 128 30 204 75 299 30 222 375 51 23 148 101
leaf_count=61210 134102 24 2618 26 60461 32 32 33 9014 166 3957 104 53 2079 23 47 228 29 476 171 21 373 45 36 23 95 119 27 41 26 23 156 380 513 264 816 82 20 128 30 204 75 299 30 222 375 51 23 148 101
internal_value=0 6.85701e-06 -3.69797e-06 -0.000106917 1.80168e-05 7.53556e-07 0.000388698 0.000772215 -5.49798e-06 -7.88465e-06 -5.08599e-06 -0.000153908 -7.97788e-06 -0.000104781 -0.000173352 -0.000528555 4.71658e-05 -4.52118e-05 -0.000172283 -0.000548561 -5.34793e-06 0.000145179 0.000113522 -0.000101437 0.000666626 -0.000198265 0.000366592 0.00011133 0.000898997 -0.000100792 0.00105893 -0.000151786 8.76619e-05 -0.000131193 -7.85842e-05 -0.000138456 -0.000224178 -0.000325741 7.78413e-05 0.000456707 -0.000797246 -0.000269082 -0.000478076 -0.000348386 0.000216305 0.000265989 0.000414837 0.00117434 3.86657e-05 0.000343164
internal_weight=0 124436 63951 2644 60485 61307 97 65 155195 146181 143432 2749 139095 3679 2535 430 1144 916 700 224 135416 1314 1270 527 59 468 216 146 70 2105 44 179 4337 2645 2082 1818 1302 563 516 50 251 1220 404 329 388 743 449 74 294 146
internal_count=279631 124436 63951 2644 60485 61307 97 65 155195 146181 143432 2749 139095 3679 2535 430 1144 916 700 224 135416 1314 1270 527 59 468 216 146 70 2105 44 179 4337 2645 2082 1818 1302 563 516 50 251 1220 404 329 388 743 449 74 294 146
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=51
num_cat=0
split_feature=8 13 13 10 10 10 10 10 9 4 14 5 14 9 0 0 5 6 0 9 12 12 0 13 5 5 10 10 13 10 3 10 5 6 1 4 10 10 14 12 5 3 1 13 12 14 9 7 0 4
split_gain=0.004116 0.00863782 0.013494 0.0191368 0.0184512 0.011118 0.014567 0.0185784 0.011544 0.0177949 0.0238164 0.0158721 0.0132937 0.0101447 0.0216401 0.0187974 0.0124465 0.0128224 0.0110626 0.00919444 0.0118338 0.0177445 0.00891006 0.00864321 0.01115 0.0124318 0.00864062 0.0134059 0.0139141 0.0121298 0.0140463 0.0178449 0.0363314 0.0104063 0.0170942 0.0101252 0.0257477 0.0115279 0.00986695 0.0132058 0.0149494 0.0123789 0.0199426 0.0121725 0.0161233 0.014036 0.0134685 0.00991924 0.00977046 0.00968289
threshold=2.5000000000000004 0.087595907928388769 0.05634920634920635 0.1126984126984127 0.084523809523809543 0.17445652173913045 0.19139194139194141 0.19756097560975613 2.5000000000000004 5.5000000000000009 0.1012820512820513 8.5000000000000018 0.15075757575757578 2.5000000000000004 961.9848145785071 1027.0057469844974 4.5000000000000009 2.5000000000000004 795.06662848518874 2.5000000000000004 5.5000000000000009 3.5000000000000004 730.70522058223889 0.09449404761904763 7.5000000000000009 9.5000000000000018 0.78647416413373872 0.75337837837837851 0.04819976771196284 0.96824596774193561 30.500000000000004 0.85912698412698429 6.5000000000000009 2.5000000000000004 2846.3956359091098 5.5000000000000009 0.90550595238095244 0.88303693570451447 0.49418604651162795 2.5000000000000004 3.5000000000000004 33.500000000000007 2554.1430983545456 1.0000000180025095e-35 9.5000000000000018 0.47673160173160178 2.5000000000000004 1.0000000180025095e-35 809.90619584897706 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 13 19 -7 -8 -9 -10 -11 12 -12 -4 16 -16 -15 22 -19 -5 21 -21 -18 24 -3 -26 27 28 38 30 33 -32 -33 35 -35 -28 37 -37 43 41 -41 42 49 -2 45 47 -46 -45 -29 -40
right_child=1 23 3 5 -6 6 7 8 9 10 11 -13 -14 14 15 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 29 48 -30 -31 31 32 -34 34 -36 36 -38 -39 39 40 -42 -43 -44 44 46 -47 -48 -49 -50 -51
leaf_value=2.4018655776272018e-06 -4.3049783674672377e-05 -0.00012844206891975474 2.5948771897376864e-05 0.00011970599616435923 0.0018624061164224431 0.0011052418091068311 -0.0014030621259561963 2.9301664073740678e-05 -8.5351980088495377e-05 0.0012711547088453219 -0.00047054960759851383 -0.0010432098859122821 0.00068500600865003701 -0.00022968018106944832 0.0023256508334140694 0.00043936209357343616 0.00029012244427576659 0.00054490748763782906 -0.00093123488212850953 -0.00029807369723223532 9.7455497521686522e-05 -0.0019155321017994234 0.0012358396373615094 -2.5220136258092268e-05 -0.0012661786180105993 -4.1077139940171035e-06 3.3430112888697098e-05 -3.9187575249733145e-05 -0.00030923008318743748 -0.00039530195092505683 -5.5182560324531302e-05 -9.6369871365216877e-05 0.0025773050054407644 -2.4288283742147801e-05 -0.00093586307678682115 0.00072910109428000818 0.00013814787169606275 0.0020264763111734522 -2.2303828656480748e-05 0.00046839384104714561 -0.00057154815350925019 0.0010342075394604493 -0.00068102358529305773 0.00043017156460890604 0.00024674129713925404 0.0013854074892482129 0.0020374928035640292 1.4471952205889344e-05 -0.001128413622645894 0.00062196230530190246
leaf_weight=241734 1648 365 159 72 21 35 21 1537 159 85 32 21 112 72 28 25 40 30 22 39 38 30 66 28444 50 32 1362 35 440 138 44 24 27 280 63 67 474 23 290 40 254 27 103 184 21 22 21 652 50 73
leaf_count=241734 1648 365 159 72 21 35 21 1537 159 85 32 21 112 72 28 25 40 30 22 39 38 30 66 28444 50 32 1362 35 440 138 44 24 27 280 63 67 474 23 290 40 254 27 103 184 21 22 21 652 50 73
internal_value=0 -1.53208e-05 2.7434e-05 0.000122372 0.000414324 6.03943e-05 9.41502e-05 7.61592e-05 9.21221e-05 0.000328198 0.000591215 0.000240944 0.000428216 0.000345524 0.000525073 0.00143589 0.000315189 0.000563483 -7.96143e-05 -0.000317144 -0.000611098 -0.00100132 0.000878965 -2.86485e-05 -0.000246805 -0.000773663 -1.20216e-05 -5.89349e-05 -4.49527e-05 6.03546e-05 8.69538e-05 0.000682593 0.00131911 6.20152e-05 -0.00019172 0.000107203 0.000285356 0.00106065 -1.00855e-05 -0.000164834 -0.000430059 -6.66671e-06 -6.69749e-05 3.77116e-05 0.000185595 0.000138772 0.00114212 0.000105966 -0.000679909 0.000107259
internal_weight=0 37897 9006 2644 463 2181 2002 1967 1946 409 250 165 144 442 283 53 230 158 52 179 107 69 106 28891 447 82 6362 3860 3775 2502 2364 95 51 2269 343 1926 564 90 3335 787 294 493 466 2548 900 858 42 836 85 363
internal_count=279631 37897 9006 2644 463 2181 2002 1967 1946 409 250 165 144 442 283 53 230 158 52 179 107 69 106 28891 447 82 6362 3860 3775 2502 2364 95 51 2269 343 1926 564 90 3335 787 294 493 466 2548 900 858 42 836 85 363
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=51
num_cat=0
split_feature=7 5 0 7 0 6 6 1 8 12 14 0 0 0 5 14 0 8 14 14 12 10 10 10 10 12 10 10 13 10 10 0 9 5 5 7 0 13 2 14 14 7 10 3 8 3 10 9 14 0
split_gain=0.00407314 0.0124532 0.0401907 0.0216858 0.0207267 0.0125947 0.012047 0.0120339 0.0106704 0.0157637 0.0126462 0.0122727 0.0176538 0.0214215 0.0132334 0.0118543 0.018898 0.0160823 0.0114125 0.0126079 0.0113752 0.0107791 0.0106484 0.0140504 0.0339239 0.0185928 0.0282705 0.0254997 0.0172698 0.0166923 0.0255126 0.0133162 0.011987 0.0203935 0.0116964 0.0349893 0.0206672 0.0181871 0.0241106 0.0163887 0.0228386 0.0153407 0.0166623 0.0109009 0.0137889 0.0106126 0.00990231 0.025503 0.00946381 0.00919307
threshold=3.5000000000000004 5.5000000000000009 952.21519948873902 11.500000000000002 942.80558483579864 6.5000000000000009 1.0000000180025095e-35 2846.3956359091098 2.5000000000000004 1.5000000000000002 0.24190177638453506 876.4685166017922 848.41687930959222 818.89450838190703 6.5000000000000009 0.3373983739837399 795.06662848518874 5.5000000000000009 0.05634920634920635 0.072299651567944254 2.5000000000000004 0.56330128205128216 0.36474501108647456 0.92450142450142458 0.89009661835748799 5.5000000000000009 0.82807881773399028 0.81016731016731025 0.087595907928388769 0.71611721611721624 0.68819444444444455 1124.0910823067372 2.5000000000000004 8.5000000000000018 9.5000000000000018 4.5000000000000009 1173.0767376433671 0.40967365967365971 3.5000000000000004 0.27178030303030304 0.084219858156028379 5.5000000000000009 0.19139194139194141 38.500000000000007 2.5000000000000004 46.500000000000007 0.60232558139534886 2.5000000000000004 0.30495169082125612 650.00108876836543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 49 3 4 5 6 46 -6 11 10 -10 12 13 -8 -13 16 20 -17 21 -20 -11 -18 34 24 25 26 27 29 31 30 32 -27 43 -34 37 36 -36 38 -4 40 -39 42 -40 44 -24 -33 47 -3 -16 -2
right_child=1 2 22 -5 7 -7 8 -9 9 15 -12 14 -14 -15 48 17 18 -19 19 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31 -32 45 33 -35 35 -37 -38 39 41 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=1.2694932189973924e-06 4.7533942821408124e-05 0.0022962352833322559 -0.00037097884163098832 0.0018519681340660014 0.0018574725465926652 0.00097958006853313779 0.00010592308294775958 0.00038780424762920192 0.0011157321983960289 -0.00047849911703344653 0.00013068069432241222 0.0014983232555469165 -0.00077390743173762341 0.001395077833991596 -0.00017063624581095538 -0.00013545231869722778 0.00081333890504373075 0.0011421159346355126 -0.0020537225577572826 -0.00070522683180080595 0.00071178762199433177 -0.0007518409836021337 0.00021039227581508494 -0.00015167188197443557 0.0016841900129137295 -0.00094663349358597776 -0.0015122321250876695 0.001709171447769872 0.0014285382175840801 -0.0011192037682875317 0.0017147980231259552 0.0011358908487350814 0.00094155411136723297 -0.00058377882556265423 0.0020760031404077179 -0.00053733237331777997 0.00011966491810097877 -0.00030303200944147718 -0.0011114894688405374 -0.00060594094048658587 0.0017731914136136227 -0.0003127883678947304 -0.0029893613741954882 0.00037300597561827295 -0.00099856601338213697 -7.8647647908813251e-05 0.00022439009458406981 0.00039292680340815536 0.0011793350806692615 -8.5028163437893048e-05
leaf_weight=267780 1609 24 224 21 30 49 212 26 39 34 198 39 45 38 37 107 22 32 20 130 49 22 34 820 35 20 33 21 41 35 21 35 56 36 27 83 27 26 27 38 27 21 21 36 77 37 136 66 20 6988
leaf_count=267780 1609 24 224 21 30 49 212 26 39 34 198 39 45 38 37 107 22 32 20 130 49 22 34 820 35 20 33 21 41 35 21 35 56 36 27 83 27 26 27 38 27 21 21 36 77 37 136 66 20 6988
internal_value=0 -2.86849e-05 5.4625e-05 0.000257349 0.000232994 0.000192995 0.000162646 0.00117513 9.0997e-05 -3.26948e-05 0.000292778 0.000297572 0.000137772 0.000301875 0.000788623 -0.00021812 -0.000407193 0.000158664 -0.000677325 -0.000885026 0.0002242 3.0749e-05 -9.76904e-05 -2.29694e-05 0.000181162 7.2021e-05 -0.000119683 2.57411e-05 0.000575065 -9.40963e-05 4.38989e-05 0.000194712 -0.000102916 0.000344685 -0.000289441 0.000107186 0.00109783 -0.000430945 -0.000622712 0.000186501 0.000754667 -0.00143993 -0.00193306 -0.000383048 -0.000628254 0.000511753 0.000493628 0.000900476 0.000303038 -6.02181e-05
internal_weight=0 11851 3254 1396 1375 1319 1270 56 1044 653 237 391 295 250 96 416 277 139 194 150 83 44 1858 1337 517 482 349 316 133 295 260 92 239 92 521 137 54 384 293 91 53 69 48 147 111 72 226 90 57 8597
internal_count=279631 11851 3254 1396 1375 1319 1270 56 1044 653 237 391 295 250 96 416 277 139 194 150 83 44 1858 1337 517 482 349 316 133 295 260 92 239 92 521 137 54 384 293 91 53 69 48 147 111 72 226 90 57 8597
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=51
num_cat=0
split_feature=7 4 0 3 2 10 6 5 14 10 3 12 13 13 1 3 5 14 6 13 0 0 9 13 10 10 8 13 0 6 14 0 0 7 14 7 0 14 14 10 7 13 4 10 14 9 9 2 3 10
split_gain=0.00389441 0.00698813 0.00937783 0.0139582 0.0111615 0.026379 0.0160196 0.0124049 0.0103507 0.0102939 0.0149938 0.0119454 0.011941 0.0117339 0.0117267 0.0156641 0.0141192 0.0139446 0.020711 0.0215821 0.0264972 0.0266286 0.0213882 0.0265725 0.0250228 0.0221486 0.0178551 0.0158387 0.0175262 0.0175102 0.0162059 0.0152325 0.0169637 0.0260729 0.0229327 0.0151255 0.0149204 0.0144931 0.0136579 0.0137897 0.0133184 0.0126844 0.0136365 0.0120094 0.0268789 0.0112217 0.0110274 0.0303915 0.0259 0.0151522
threshold=1.5000000000000002 1.5000000000000002 656.34241854418212 18.500000000000004 3.5000000000000004 0.1012820512820513 1.5000000000000002 4.5000000000000009 0.23904761904761906 0.22361111111111112 26.500000000000004 10.500000000000002 0.09449404761904763 0.13423423423423428 3007.5741317529969 28.500000000000004 7.5000000000000009 0.065942028985507259 2.5000000000000004 0.031754032258064523 1033.4556649327824 891.78880821500877 2.5000000000000004 0.077677224736048281 0.1126984126984127 1.0000000180025095e-35 4.5000000000000009 0.11237373737373739 858.45016876509555 4.5000000000000009 0.12060606060606062 1095.150540518749 883.9724472351171 4.5000000000000009 0.3373983739837399 4.5000000000000009 1013.9723183850269 0.10435571687840291 0.15075757575757578 0.13714733542319751 5.5000000000000009 0.70135135135135152 6.5000000000000009 0.084523809523809543 0.2022727272727273 2.5000000000000004 2.5000000000000004 3.5000000000000004 36.500000000000007 0.52440476190476204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 8 -5 -6 10 -4 46 -13 -14 16 -16 -12 26 31 20 21 -20 36 24 25 -24 40 29 30 -25 -29 32 33 37 -34 -33 -21 -19 39 -39 -17 42 -18 44 -32 -22 -11 48 49 -48
right_child=1 2 9 4 6 -7 -8 -9 -10 11 14 12 13 -15 15 17 41 18 19 22 45 -23 23 27 -26 -27 -28 28 -30 -31 43 35 34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=3.361545059424397e-06 -8.5798624797046356e-05 5.0028812622073613e-06 -9.4652108651281495e-05 0.0005510837358971393 0.00011256944944293342 0.00018130274727239462 0.00024603910580957712 0.0018557593869780631 -0.00015726463777286133 -1.598776682504512e-05 0.00031106788293648911 -0.0010633959358048468 0.0009397358470596373 -0.00075249224901199343 -0.0003029152210772597 -0.000252802337603498 0.00027101927484294457 0.00064280608301767368 0.0002845580252404842 0.0012919353818038612 0.00024351932920075749 0.0021234179493226941 -0.0017624852583553133 0.00090358621940032533 -0.0022254342338507713 0.00024086572984988628 0.00053077982447575784 0.00087676473579550583 -0.00059845190131216179 -0.00061475924714094236 -0.0020175121559683857 0.00010999582779428846 0.00077199922119915946 0.0010987875087312977 -0.00018135649465242566 -0.00078160867357882297 7.0352631347058936e-05 -0.0001871335479706802 -3.1664535803052473e-05 -0.0018735026961869815 -0.0013285815698890798 -0.0010629401879850777 -0.0011342725555767261 0.0003385596400135601 3.9092149583008534e-05 -0.0011703542033817782 0.0002023976095162224 -7.896448670293037e-05 0.0015638176373613533 -1.743484504109025e-05
leaf_weight=211114 2938 14527 8498 35 723 335 939 38 699 29748 600 53 20 21 418 400 97 65 45 28 36 35 22 59 33 37 70 45 244 28 24 216 313 59 79 61 233 27 251 22 31 35 21 53 47 23 2564 2461 32 1129
leaf_count=211114 2938 14527 8498 35 723 335 939 38 699 29748 600 53 20 21 418 400 97 65 45 28 36 35 22 59 33 37 70 45 244 28 24 216 313 59 79 61 233 27 251 22 31 35 21 53 47 23 2564 2461 32 1129
internal_value=0 -1.03576e-05 -6.97773e-06 2.46132e-05 0.000127495 0.000368978 8.57647e-05 0.00123023 -2.00705e-05 -1.82943e-05 -5.78789e-05 -4.82951e-06 -0.00056774 7.29849e-05 2.52989e-05 -1.89278e-05 0.000201736 2.69758e-05 8.38906e-05 -8.15233e-05 0.000496211 0.00108906 -0.000175668 -0.00034191 -0.00112285 -0.000506147 -0.000209885 -0.000198218 -0.000327378 0.000414923 6.39948e-05 0.000234019 0.000342772 0.000123569 0.000579869 -8.63503e-05 0.000201404 -3.40687e-05 -0.000180725 -0.000944279 -0.000330179 -0.000227018 2.0925e-05 -0.000230962 -0.000656098 -0.000307652 -3.35699e-06 5.73835e-05 0.000147465 0.000135192
internal_weight=0 68517 65579 17296 2769 408 2361 73 1422 48283 12255 36028 94 41 3757 3004 753 2586 2085 992 139 80 853 592 92 59 501 500 413 87 169 1093 816 424 392 277 261 365 300 49 431 153 118 124 71 59 35934 6186 3725 3693
internal_count=279631 68517 65579 17296 2769 408 2361 73 1422 48283 12255 36028 94 41 3757 3004 753 2586 2085 992 139 80 853 592 92 59 501 500 413 87 169 1093 816 424 392 277 261 365 300 49 431 153 118 124 71 59 35934 6186 3725 3693
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=51
num_cat=0
split_feature=8 4 6 5 1 12 2 2 6 0 10 4 7 6 13 10 3 0 5 4 13 14 6 2 1 3 10 14 13 13 13 9 0 14 0 7 3 4 14 6 4 4 14 13 0 4 13 1 1 7
split_gain=0.00383861 0.00467685 0.00480596 0.0048302 0.00543695 0.0046447 0.00527107 0.00544403 0.0154635 0.0241673 0.0179091 0.0144716 0.0134259 0.0129123 0.0127542 0.0126009 0.0113903 0.0228719 0.0174696 0.0157518 0.0100767 0.00986087 0.0127843 0.0180354 0.0108978 0.0164573 0.00976035 0.00917782 0.0103423 0.00909367 0.0122324 0.00903612 0.010479 0.0089876 0.00894081 0.0137048 0.00884142 0.0145857 0.0151608 0.0106713 0.00877487 0.00874374 0.00795294 0.00910802 0.00953578 0.0128207 0.00829457 0.00766882 0.0071837 0.00712846
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1401.7843264753144 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 563.95790788497868 0.58434959349593507 4.5000000000000009 1.5000000000000002 3.5000000000000004 0.069366479550922219 0.93440860215053767 17.500000000000004 1264.1367493995072 1.0000000180025095e-35 1.5000000000000002 0.10762548262548265 0.44281045751633991 3.5000000000000004 3.5000000000000004 2936.4214567341296 23.500000000000004 0.28759398496240607 0.2022727272727273 0.34891304347826091 0.12060606060606062 0.84731934731934744 1.5000000000000002 642.29253333308213 0.44281045751633991 818.89450838190703 1.5000000000000002 23.500000000000004 7.5000000000000009 0.55718954248366026 3.5000000000000004 8.5000000000000018 3.5000000000000004 0.35388994307400384 0.41763565891472876 767.97453251559966 7.5000000000000009 0.77346041055718484 2627.3186063900753 2045.0816449749952 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 16 27 10 13 12 29 -10 41 -12 17 48 -19 -18 -16 22 24 -24 25 34 -26 -9 49 33 31 -31 -33 -11 42 -36 -23 39 -39 -38 -40 -14 43 44 -13 -46 -45 -27 -1 -29
right_child=1 -3 -4 4 -6 -7 -8 8 9 11 15 21 14 -15 20 -17 19 18 -20 -21 -22 36 23 -25 26 47 -28 28 -30 30 -32 32 -34 -35 35 -37 37 38 40 -41 -42 -43 -44 46 45 -47 -48 -49 -50 -51
leaf_value=5.8731868852932239e-06 -0.00014296402066624262 -4.0376105865518642e-06 -0.00023713291812573622 0.00053813585357490154 -9.5858512213453661e-05 2.2024937804428099e-05 0.00042461747778934418 3.6910787919974576e-05 0.0001037544396178742 -0.00085161078546661887 -0.00010157501551885857 -0.00022190512052832546 0.00085109787578403491 0.00054428375290224847 -0.0015577064289356629 0.0011045213487126272 0.00095733372784577258 -0.00015421244315803052 -0.0019215702148223366 0.00010532591449792733 -0.00043739330361426465 4.1290061550659568e-05 -0.00081117747073477403 0.00047757310693019204 -0.0013019236303080106 0.0010428768184448762 -0.00014282893150396246 -5.3040187973928273e-05 -0.00017220877381918156 -0.00074790109201785528 -0.00050926278385098696 -1.8739650486401307e-05 0.00044035258365329353 -0.00011878497396957335 -0.00011043816066376168 -0.0014051402708695781 0.0015117137012758146 0.0011115889958455227 -0.0010939573467802458 0.0003737716370313946 0.00017102977278857278 -0.00046192397678082456 -0.00028346721767130392 0.00022135096217177556 0.0012131810059405066 -0.00042113507883013453 -0.00019069487552653857 0.00024441608976830093 -0.00031505153703203961 0.00053692857289626362
leaf_weight=48755 197 172631 435 73 63 36204 73 1425 5054 70 1385 448 32 172 21 22 56 29 27 1734 454 1259 121 35 32 44 42 3332 2937 32 106 429 175 104 60 31 38 20 29 45 26 21 275 550 28 21 157 95 175 52
leaf_count=48755 197 172631 435 73 63 36204 73 1425 5054 70 1385 448 32 172 21 22 56 29 27 1734 454 1259 121 35 32 44 42 3332 2937 32 106 429 175 104 60 31 38 20 29 45 26 21 275 550 28 21 157 95 175 52
internal_value=0 -4.58531e-06 -0.000127698 1.5258e-05 0.000244447 7.48446e-06 -3.28756e-08 -4.7601e-07 -2.31714e-05 1.37834e-05 7.56234e-05 -7.16718e-05 -0.000204025 0.000118253 -0.000404836 -8.27164e-05 8.09643e-06 3.56956e-06 -0.00100633 0.000131981 -0.000486923 -1.47236e-05 -8.79913e-05 -0.000522035 -5.00155e-05 -2.42934e-05 -0.000644059 -7.77161e-05 -0.000103557 -8.82737e-05 -1.19842e-05 7.08955e-05 0.000114275 -0.0004136 -7.04608e-05 -0.000551491 8.55348e-05 0.000438093 -6.72828e-05 0.000894757 -0.000495963 0.000330844 -4.0864e-05 1.45479e-05 -0.000149473 0.00051276 0.00012985 0.000497166 4.72539e-06 -4.39745e-05
internal_weight=0 173399 768 333 136 106232 70028 69955 19179 11433 6633 4800 1444 5226 528 1407 50776 48986 56 1790 475 3356 1939 156 1783 1709 74 7746 6321 916 742 636 604 174 1570 91 1417 158 75 83 55 53 1479 1204 497 49 707 139 48930 3384
internal_count=279631 173399 768 333 136 106232 70028 69955 19179 11433 6633 4800 1444 5226 528 1407 50776 48986 56 1790 475 3356 1939 156 1783 1709 74 7746 6321 916 742 636 604 174 1570 91 1417 158 75 83 55 53 1479 1204 497 49 707 139 48930 3384
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=51
num_cat=0
split_feature=14 10 0 1 10 14 6 0 9 4 0 0 0 1 3 7 4 1 4 12 12 1 7 14 13 13 14 5 13 2 0 1 3 3 6 2 1 5 3 0 5 14 1 10 0 12 13 1 10 9
split_gain=0.00381105 0.0101779 0.0142914 0.0298417 0.0112519 0.00895799 0.0260009 0.0139408 0.0134003 0.012855 0.0106128 0.00885835 0.00807867 0.0128815 0.0139281 0.0131768 0.00988197 0.0114717 0.0168985 0.0183505 0.0190645 0.0195023 0.0173243 0.0157566 0.0154942 0.0211569 0.0187869 0.0148547 0.0146206 0.0175559 0.0246306 0.0289551 0.0139942 0.0138372 0.0120466 0.010961 0.011038 0.0183566 0.0153665 0.0137268 0.0160578 0.0151105 0.0123662 0.0118363 0.0194629 0.0286396 0.0105458 0.0102 0.0101722 0.0193723
threshold=0.077677224736048281 0.96609195402298864 1242.5784396434321 3741.8673850150876 0.97014260249554385 0.080540540540540564 1.5000000000000002 876.4685166017922 2.5000000000000004 6.5000000000000009 755.3515593304021 924.13557371275863 1433.692583700579 4197.4883033117148 39.500000000000007 4.5000000000000009 12.500000000000002 3364.5296915318181 7.5000000000000009 3.5000000000000004 6.5000000000000009 2969.5094685919271 1.5000000000000002 0.072299651567944254 0.17445652173913045 0.10435571687840291 0.074537037037037054 1.5000000000000002 0.40270270270270275 2.5000000000000004 1001.157454449629 2739.3600366868154 26.500000000000004 30.500000000000004 1.0000000180025095e-35 3.5000000000000004 2408.1508409761141 6.5000000000000009 19.500000000000004 1203.0768547389173 8.5000000000000018 0.037749287749287756 2904.5200653263769 0.89009661835748799 880.4064522592422 3.5000000000000004 0.19756097560975613 2669.2593881982461 0.65058139534883741 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 6 7 10 11 -10 -2 -9 13 14 16 -15 17 18 35 22 33 27 23 32 25 -24 28 -22 29 -26 31 -31 47 -21 -23 36 37 48 -38 40 43 42 -42 -40 45 -45 -18 -20 49 -1
right_child=5 2 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 15 -16 -17 46 -19 19 20 21 34 24 -25 26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 38 -39 39 -41 41 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.00012303028146499139 0.00073118322299186352 0.00056604002768705997 -0.00018342060896105685 0.0021507066325284542 5.7064315619259516e-06 1.4111902720666333e-06 -0.00013074716387337379 -0.00073104909838548346 0.0001791013841284439 0.0016077331958278534 0.0019495937324487994 0.00024188936914815086 0.00028281965933274478 -0.0002566191104611986 0.00071429559798161799 -0.0014029139965965316 0.00114341964717086 -0.00016880002812209264 0.00016081822549503168 -5.1791383234541404e-05 0.0004157173078662406 -0.00057121590265523986 0.00055228044996814179 -0.0011042632968523182 -0.00012444289750419558 -0.00085063003253464306 0.0022288415365619586 0.0021407378147929334 0.00027651248988011946 0.0019873062589941845 0.0027449880457425025 -0.0001111007618185665 0.00088651052170336765 -0.0011233909668179321 0.00047343891101570153 8.3921076193830012e-05 -0.0012558616474173808 0.00031730129646946712 -9.2342879755130946e-05 8.7321016188891766e-05 0.00082743221453552987 -0.0011245130450662551 -0.00064895215406510481 -0.0020056054239103106 -0.00011319048249727544 -0.00040036986964488668 -0.0001705727327274732 -0.00055767510270062967 1.141446510502981e-05 3.2292412302418798e-05
leaf_weight=5840 70 161 174 22 202 253427 289 32 32 31 24 87 214 185 64 29 37 1328 333 1067 24 40 78 26 25 41 20 26 132 31 24 35 58 31 89 1880 30 380 1898 638 23 83 37 40 209 91 26 58 6851 3059
leaf_count=5840 70 161 174 22 202 253427 289 32 32 31 24 87 214 185 64 29 37 1328 333 1067 24 40 78 26 25 41 20 26 132 31 24 35 58 31 89 1880 30 380 1898 638 23 83 37 40 209 91 26 58 6851 3059
internal_value=0 -1.83721e-05 0.00019264 0.000362599 0.000254229 1.85456e-06 0.000200724 0.000547807 0.000292427 0.000882079 0.00104227 -1.97411e-05 -2.30753e-05 -2.57079e-05 -2.23549e-05 -0.000411958 -2.42723e-05 -2.58789e-05 -1.76968e-05 0.000116238 -4.04284e-06 0.000474435 0.000294633 9.24507e-05 0.000543433 6.89247e-05 0.000754918 0.00131273 0.000635572 0.00104771 0.00137331 0.000874515 0.000161748 -8.2046e-05 0.000149515 -3.12944e-05 -4.25883e-05 -2.60967e-05 -0.000129833 -0.000118644 -0.000173833 -0.000687517 -8.30048e-05 -0.00014101 -0.00041269 -0.000890518 0.000601137 5.42387e-05 -3.43818e-05 -6.96387e-05
internal_weight=0 25639 559 385 363 253992 565 276 182 63 94 119 25080 24866 24652 214 24588 24525 23197 2138 1277 179 861 475 386 119 267 50 247 115 90 66 449 1098 129 21059 19179 16130 3049 3019 2381 143 60 2238 340 131 63 391 15750 8899
internal_count=279631 25639 559 385 363 253992 565 276 182 63 94 119 25080 24866 24652 214 24588 24525 23197 2138 1277 179 861 475 386 119 267 50 247 115 90 66 449 1098 129 21059 19179 16130 3049 3019 2381 143 60 2238 340 131 63 391 15750 8899
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=51
num_cat=0
split_feature=7 5 0 6 4 10 10 9 1 0 0 10 13 10 5 0 10 10 14 0 0 14 6 14 14 9 14 13 14 5 14 10 0 14 0 4 4 13 14 0 14 5 5 0 4 5 4 0 0 0
split_gain=0.0037163 0.0111863 0.035761 0.0144584 0.0121145 0.017205 0.0191392 0.0132897 0.0123499 0.0127304 0.0113422 0.0151413 0.00964675 0.0133238 0.0125057 0.0119095 0.00949341 0.0170309 0.0150989 0.0172209 0.0146423 0.0121786 0.0114616 0.00922867 0.00872892 0.00871029 0.0108912 0.00960436 0.0153107 0.0159723 0.0133763 0.0142923 0.0183418 0.0202366 0.0157469 0.0158741 0.0228537 0.0166009 0.0147028 0.0149326 0.0138765 0.0134668 0.015125 0.0126294 0.0123184 0.0149522 0.0114121 0.00940754 0.00886974 0.00863758
threshold=3.5000000000000004 5.5000000000000009 1040.0256050067871 1.0000000180025095e-35 7.5000000000000009 0.57359307359307377 0.85912698412698429 2.5000000000000004 2486.2186977821766 916.44505744395212 1061.8284994139024 0.2022727272727273 0.11237373737373739 0.7231800766283526 14.500000000000002 1222.5833773881889 0.7231800766283526 0.82807881773399028 0.063164893617021281 907.74089229267565 899.47091450355208 0.080540540540540564 7.5000000000000009 0.40238095238095245 0.16064516129032261 2.5000000000000004 0.48074074074074075 1.0000000180025095e-35 0.13714733542319751 3.5000000000000004 0.52440476190476204 0.33666666666666673 1046.9030864338465 0.23904761904761906 745.01798143964209 7.5000000000000009 8.5000000000000018 0.42206477732793529 0.2022727272727273 972.47622060718538 0.04819976771196284 3.5000000000000004 4.5000000000000009 533.27994185234706 3.5000000000000004 2.5000000000000004 9.5000000000000018 688.01059651735227 1364.7041533538422 891.78880821500877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 4 5 8 -7 -6 -3 -10 11 -4 13 -12 -14 -15 22 20 19 -19 -18 -20 -5 -13 -16 26 -2 28 29 -27 31 34 47 -34 -29 40 37 38 39 -37 -36 -38 -43 -32 45 -42 -44 -33 -28 -46
right_child=1 2 10 16 7 6 -8 -9 9 -11 12 23 14 15 24 -17 17 18 21 -21 -22 -23 -24 -25 -26 27 48 30 -30 -31 43 32 33 -35 35 36 41 -39 -40 -41 44 42 46 -45 49 -47 -48 -49 -50 -51
leaf_value=1.2126105709675768e-06 -0.00014291802778749213 0.0017638110367035301 -0.0018796543902135456 6.4333508725056657e-06 0.0020752078514002887 -0.0011181951233523032 0.000321724999072602 0.00048461087872996798 -7.4298152968468566e-05 0.0014747614240539927 0.00032989499217834356 -0.0007157539480734461 -0.00026190053295722666 -0.00056195295123515011 0.0013128918050576679 0.00012365873645126641 0.0004653672460170294 -5.6451940591531727e-06 -0.00081501261429917636 0.0018788828799087142 0.0019619846033702535 0.00017798731649918409 0.0010156815265433799 0.00039273828796077784 -0.0001303815591381863 -0.00034338111377233088 -1.6685475976569506e-05 0.00023329660667708544 -5.6243662025135846e-05 -0.002044626767217944 0.00045175971944168535 -0.00017772054974348514 0.0002892796074350675 0.0018563199788331987 -0.0011723528044636955 0.00087999032771525281 -0.00058523994203196056 -0.00049491045120660039 0.00018576956875943421 0.0026184035121418893 -0.00047676175658125427 0.0011152157995666407 -0.0010277626938186585 -0.00027694696090018329 -0.00011838334101674964 0.0013574270247772803 0.00041868801616753147 0.00032581662298298989 0.00082151083279313752 -0.00063879450493351485
leaf_weight=267780 3725 29 20 939 24 29 113 29 36 21 248 57 722 115 22 141 44 22 33 27 26 480 29 28 20 37 2304 494 191 22 69 122 45 38 44 30 97 21 29 21 20 33 25 430 187 25 30 387 32 139
leaf_count=267780 3725 29 20 939 24 29 113 29 36 21 248 57 722 115 22 141 44 22 33 27 26 480 29 28 20 37 2304 494 191 22 69 122 45 38 44 30 97 21 29 21 20 33 25 430 187 25 30 387 32 139
internal_value=0 -2.73996e-05 5.15593e-05 0.000193173 0.000523956 0.000365671 2.76568e-05 0.00120488 0.000923788 0.000496408 -0.000142451 -0.000641851 -0.000101097 6.87009e-05 -0.00021311 -0.000184331 0.00013508 0.00028581 0.000194207 0.00103277 0.00102125 0.00011411 3.66691e-05 -0.000350604 0.000625619 -5.72859e-05 -8.98407e-05 2.05196e-05 -0.000273718 -0.000977744 5.26978e-05 0.000116611 0.000317512 0.00100672 1.70846e-05 -0.000135282 0.000151331 0.000756241 0.00108467 0.00159581 -0.000332803 -0.000178917 0.000268962 -0.000176184 -0.000233234 0.000542232 -0.00023879 0.000205126 -5.20333e-06 -0.000340276
internal_weight=0 11851 3254 1881 281 228 142 53 86 57 1373 105 1268 504 764 256 1600 632 562 49 70 513 968 85 42 8597 6061 2536 250 59 2286 1787 592 83 1195 701 286 101 80 51 415 185 88 499 371 45 55 509 2336 326
internal_count=279631 11851 3254 1881 281 228 142 53 86 57 1373 105 1268 504 764 256 1600 632 562 49 70 513 968 85 42 8597 6061 2536 250 59 2286 1787 592 83 1195 701 286 101 80 51 415 185 88 499 371 45 55 509 2336 326
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=51
num_cat=0
split_feature=8 3 1 13 0 1 13 10 13 1 10 13 13 10 8 3 1 0 9 4 1 5 4 13 8 14 3 3 3 13 0 1 13 10 4 0 14 0 13 10 2 6 9 12 7 10 7 14 10 5
split_gain=0.00374772 0.00877883 0.0193131 0.0107508 0.0105201 0.00798897 0.02512 0.0192567 0.0156248 0.0139237 0.0110367 0.0106152 0.0106987 0.00961318 0.00781172 0.0122811 0.00797137 0.00921603 0.00777188 0.0074748 0.00955882 0.00952261 0.019397 0.0125337 0.0107654 0.0103627 0.00852408 0.00846037 0.00932523 0.00818226 0.0105574 0.00783035 0.00988601 0.0139416 0.0143492 0.0154932 0.0126583 0.0128122 0.0111405 0.00972267 0.0134292 0.0135284 0.00895719 0.0131275 0.012735 0.00926808 0.00889218 0.00910477 0.00881677 0.00858125
threshold=3.5000000000000004 28.500000000000004 3091.4684149673285 0.21807065217391305 664.82673601874205 2936.4214567341296 0.028991596638655467 0.13714733542319751 0.067424242424242428 2904.5200653263769 0.85912698412698429 0.26393188854489169 0.55086206896551737 0.967204301075269 9.5000000000000018 32.500000000000007 3741.8673850150876 1095.150540518749 2.5000000000000004 2.5000000000000004 2019.0226500378151 9.5000000000000018 3.5000000000000004 0.040408163265306128 6.5000000000000009 0.42640692640692646 23.500000000000004 21.500000000000004 24.500000000000004 0.037749287749287756 835.12391301254218 2739.3600366868154 0.037749287749287756 0.56711711711711721 6.5000000000000009 1364.7041533538422 0.34698996655518399 961.9848145785071 0.077677224736048281 0.96076923076923093 2.5000000000000004 1.5000000000000002 2.5000000000000004 5.5000000000000009 1.5000000000000002 0.71611721611721624 5.5000000000000009 0.21525096525096529 0.053342816500711245 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 -4 -3 6 -6 -8 -9 11 -11 -10 -13 -14 -7 -16 17 -17 -5 20 -2 31 23 -23 25 -24 -25 -22 -29 -30 -31 39 -33 36 -35 38 -34 -38 -36 42 -41 -42 43 44 45 48 -46 -48 -21 -40
right_child=1 4 3 18 5 14 7 8 9 10 -12 12 13 -15 15 16 -18 -19 -20 21 27 22 24 26 -26 -27 -28 28 29 30 -32 32 33 34 35 -37 37 -39 49 40 41 -43 -44 -45 46 -47 47 -49 -50 -51
leaf_value=1.4659954485824768e-06 -5.7614226404611483e-05 0.00077070589809873319 -0.00026077525710855464 -0.00051838817849380171 -0.0010605420870706439 2.8421432097255679e-05 -0.00089547084745667546 0.0019223568362316916 -0.00040188316109611894 0.00048051633231807503 0.0021415921289008109 0.0015403121543516006 -4.613544872091686e-05 0.0011730402252975514 -0.0014139431700839298 0.0011364139470970258 -0.0005790631978702292 -0.00020905660681559574 -0.0015725113322225621 0.00017070509037555402 -0.00054531863905909767 0.00091269328157068225 0.00041304071976947567 7.6395385156502018e-05 0.00018064427821278835 0.0013315681019347087 -0.00075991318863555376 4.6187476732484357e-05 0.00045726394524709096 4.4015137592352752e-05 -0.00092127739428241474 0.00018302607933533597 5.9407781377601466e-05 -0.00011138348771449943 -0.0020115232875104992 -7.3875367831851153e-05 -0.00062429535473877999 0.00020596123458331436 -0.001678726880874654 2.7761179854595949e-05 0.0018466448038816454 0.00035666169028562042 8.7195510107266331e-05 -0.00053356668587574473 -0.00011633857285346612 7.5603380994772218e-05 -0.0016039487108355389 -0.00030269349482273914 -0.00013156368869668382 -0.00061647503025596961
leaf_weight=262776 1843 49 129 36 30 3481 23 21 43 20 20 21 61 22 23 20 53 35 34 295 208 20 73 50 159 53 78 236 21 42 87 220 634 249 20 83 157 66 22 110 25 39 1697 133 1962 2627 20 41 1324 140
leaf_count=262776 1843 49 129 36 30 3481 23 21 43 20 20 21 61 22 23 20 53 35 34 295 208 20 73 50 159 53 78 236 21 42 87 220 634 249 20 83 157 66 22 110 25 39 1697 133 1962 2627 20 41 1324 140
internal_value=0 -2.28554e-05 -4.27268e-05 -0.000531494 4.26715e-05 3.34606e-05 0.000300604 0.000477377 0.000629182 0.000483959 0.00131105 0.000258899 0.000532107 0.00027702 1.4157e-05 -0.000364884 -0.000141473 0.000280205 -0.00103039 -3.50886e-05 -0.000113832 -1.64523e-05 0.000213044 -0.000251349 0.000454202 0.000799405 -0.00043323 -0.000288259 -0.00014974 -0.000458 -0.000606996 -2.65265e-05 -0.000128112 -0.000178039 -0.00038392 -0.000640002 -5.45582e-05 -0.000378569 -0.000898181 -6.99043e-06 0.000362814 0.000938686 -1.49354e-05 -4.20075e-05 -3.15789e-05 1.76113e-05 -0.000134822 -0.000729335 -7.64869e-05 -0.000760731
internal_weight=0 16855 12933 199 3922 3873 261 231 208 187 40 147 104 83 3612 131 108 55 70 12734 2437 10297 433 148 285 126 128 594 386 150 129 9864 1591 1371 514 265 857 223 182 8273 174 64 8099 6402 6269 4246 2023 61 1619 162
internal_count=279631 16855 12933 199 3922 3873 261 231 208 187 40 147 104 83 3612 131 108 55 70 12734 2437 10297 433 148 285 126 128 594 386 150 129 9864 1591 1371 514 265 857 223 182 8273 174 64 8099 6402 6269 4246 2023 61 1619 162
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 14 4 5 12 13 1 8 4 10 5 0 14 8 1 10 4 0 9 3 6 14 7 0 3 14 0 1 12 13 6 13 13 0 0 0 6 10 4 1 14 14 2 5 10 3
split_gain=0.00381085 0.0220116 0.0186223 0.0112817 0.0185927 0.0101502 0.0102831 0.0134379 0.0109793 0.00994565 0.0122613 0.0103792 0.00980092 0.00968807 0.00910184 0.00890501 0.00877037 0.00862658 0.0114536 0.00856576 0.00834057 0.0111871 0.0164015 0.00863349 0.0174341 0.00940072 0.00829075 0.00892982 0.00848437 0.0107308 0.0221842 0.0164511 0.00924157 0.00903355 0.0128227 0.0081249 0.0155161 0.0151934 0.0145306 0.0226089 0.0132973 0.0135501 0.0129019 0.0120441 0.015208 0.0151405 0.0162325 0.0106153 0.0121986 0.014943
threshold=20.500000000000004 2299.1146759378844 2438.1594628963853 22.500000000000004 2606.2997478250472 0.95119047619047625 4.5000000000000009 3.5000000000000004 4.5000000000000009 0.09449404761904763 2536.1172374379967 3.5000000000000004 5.5000000000000009 0.18834459459459463 4.5000000000000009 650.00108876836543 0.18065268065268067 2.5000000000000004 2392.1183921884472 0.77032967032967048 1.5000000000000002 644.30411897466877 2.5000000000000004 23.500000000000004 6.5000000000000009 0.040408163265306128 1.5000000000000002 806.96991629943716 19.500000000000004 0.39736842105263165 1222.5833773881889 2438.1594628963853 4.5000000000000009 0.04819976771196284 1.5000000000000002 0.084219858156028379 0.16869918699186995 656.34241854418212 821.95600019910705 760.373837362372 5.5000000000000009 0.65450928381962881 9.5000000000000018 2469.2009762718558 0.62331081081081086 0.75337837837837851 3.5000000000000004 3.5000000000000004 0.29478609625668456 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 5 6 7 -4 9 10 11 -8 -10 14 -11 -12 19 26 -19 -9 21 -2 -23 -22 25 -25 28 -28 -3 31 32 -30 33 34 -31 -5 37 -37 39 40 41 42 -38 44 -39 -45 -47 48 49 -41
right_child=2 17 3 35 -6 -7 8 16 12 13 15 -13 -14 -15 -16 -17 -18 18 -20 -21 23 22 -24 24 -26 -27 27 -29 29 30 -32 -33 -34 -35 -36 36 38 43 -40 47 -42 -43 -44 45 -46 46 -48 -49 -50 -51
leaf_value=-6.0893305311344434e-07 0.00063055667922570855 -0.00017780872258041806 -1.8128055258699265e-05 4.0054531446277562e-05 -0.00025227015902264062 -0.00063224458452382616 -0.00011342093039599735 8.2669510582625801e-06 -7.0363001130714775e-05 0.00022388083435433191 2.289321836052785e-05 0.00083259615902563609 0.0002274203946276083 -5.8552815908333583e-05 -0.00047122209381960409 -0.00065555463718289155 -0.00080261769346242511 -0.00021978948718040354 -0.00098879926031952641 -0.00085623805083368779 6.2278367029977377e-05 -0.00012549387641064635 -0.0011963659554021433 0.0010274669413774973 0.0014601847903187653 0.00015135100725588525 -0.0001290624346692375 -0.00058673946470442009 5.4329969070809664e-06 -0.001137001047941989 0.0015747215926509212 -0.00033473785157936745 0.00091630636395138669 0.0001291710349960596 0.00038276238560881569 0.00026928616039773886 -1.1865172513289863e-05 0.00015253844504729491 4.32946029180322e-05 -0.0016180274240832661 0.00047628328177086367 -0.00040921254313505462 0.00052174358885977883 -7.8444898640994351e-05 0.0016366002759674475 -0.00068420529428112791 0.00024755254109222138 -0.00037731561035116753 0.00025571117316472479 -0.00016990168533642189
leaf_weight=220594 41 1200 403 12060 1109 68 448 108 403 615 65 31 879 1498 51 189 116 270 59 39 11206 337 40 32 28 709 301 165 1599 35 27 457 33 444 23 317 2356 97 12507 20 143 205 119 6863 21 200 61 702 175 163
leaf_count=220594 41 1200 403 12060 1109 68 448 108 403 615 65 31 879 1498 51 189 116 270 59 39 11206 337 40 32 28 709 301 165 1599 35 27 457 33 444 23 317 2356 97 12507 20 143 205 119 6863 21 200 61 702 175 163
internal_value=0 -2.86941e-06 1.18736e-05 -4.00796e-06 -6.73523e-05 -2.56112e-05 -1.7097e-05 -0.000199564 1.19824e-05 -4.19301e-05 -0.00020111 -5.21964e-05 0.000133811 1.19881e-05 0.000170652 -0.000481936 -0.000477582 -0.000110966 -0.000357697 -0.000221092 6.57363e-05 -0.000153812 -0.000239114 7.33999e-05 0.000235464 0.000189186 -9.20173e-05 -0.000291115 -6.77167e-05 -1.72543e-05 0.000176363 -7.01789e-05 0.000105792 5.25108e-05 -0.000534336 6.58548e-06 -1.02685e-05 -6.95302e-05 1.70627e-05 -6.74292e-05 6.50127e-06 -1.85655e-05 1.37912e-05 -8.43611e-05 0.000416651 -9.26597e-05 -0.000466438 -0.000264321 -4.27516e-05 -0.000328167
internal_weight=0 225207 54424 42031 6022 4913 4845 666 4179 2897 733 479 1282 2164 666 254 263 4613 329 147 12393 418 377 11975 769 741 4284 466 3818 2618 562 2056 535 502 58 36009 23949 7559 16390 3883 2823 2680 2475 7242 118 7124 261 1060 358 183
internal_count=279631 225207 54424 42031 6022 4913 4845 666 4179 2897 733 479 1282 2164 666 254 263 4613 329 147 12393 418 377 11975 769 741 4284 466 3818 2618 562 2056 535 502 58 36009 23949 7559 16390 3883 2823 2680 2475 7242 118 7124 261 1060 358 183
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=51
num_cat=0
split_feature=11 2 1 1 1 0 11 0 3 10 0 6 11 1 7 1 5 3 1 1 14 2 3 11 11 11 13 10 4 10 11 10 7 10 0 10 10 3 6 10 0 1 13 0 10 14 14 5 12 13
split_gain=0.00369366 0.0104439 0.00846625 0.00811125 0.00776319 0.0118033 0.010969 0.00866153 0.0258397 0.00833723 0.00843096 0.0075002 0.00698316 0.00937843 0.00652318 0.00557937 0.00536309 0.0115521 0.00603138 0.00602686 0.00566392 0.0119836 0.00810903 0.00903639 0.00751549 0.00654091 0.00508395 0.00560919 0.00549176 0.00447406 0.003995 0.00407171 0.00390841 0.00641314 0.00822034 0.00670353 0.017762 0.0322327 0.0172284 0.0188532 0.0138746 0.0135171 0.0115843 0.0166947 0.0145281 0.014951 0.0297029 0.0317432 0.0224032 0.0134643
threshold=1.0000000180025095e-35 3.5000000000000004 2846.3956359091098 3906.2051313837133 2692.3630167879473 972.47622060718538 0.15894736842105264 1086.8692189335923 13.500000000000002 0.53033088235294124 1173.0767376433671 1.0000000180025095e-35 0.9298029556650248 2311.1327031133555 1.0000000180025095e-35 3297.5540643465279 3.5000000000000004 20.500000000000004 2263.042265477196 2287.1494267431067 0.44590643274853808 2.5000000000000004 19.500000000000004 0.24404761904761907 0.90238095238095251 0.4188596491228071 0.14459930313588851 0.49418604651162795 8.5000000000000018 0.19139194139194141 0.6198686371100165 0.71240601503759404 1.0000000180025095e-35 0.96490147783251246 1086.8692189335923 0.77032967032967048 0.84731934731934744 13.500000000000002 1.5000000000000002 0.85092592592592597 800.94442982758699 2167.1135450300667 0.23166368515205729 825.38287943763555 0.78647416413373872 0.17752100840336138 0.20881782945736438 2.5000000000000004 5.5000000000000009 0.10762548262548265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=32 4 -3 15 7 6 -6 16 -9 11 -11 -7 14 -14 -10 -4 17 18 -2 -19 22 -22 30 -24 -25 -23 27 28 -13 -28 31 -18 33 35 -35 -1 37 -37 39 40 -38 -39 43 -43 49 48 -47 -48 -46 -45
right_child=1 2 3 -5 5 9 -8 8 12 10 -12 26 13 -15 -16 -17 20 19 -20 -21 21 25 23 24 -26 -27 29 -29 -30 -31 -32 -33 -34 34 -36 36 38 41 -40 -41 -42 42 -44 44 45 46 47 -49 -50 -51
leaf_value=1.6651763068636592e-05 -6.5823030015150602e-06 0.00021601129924723257 -0.00062162580876180004 -0.00016907318600311151 0.0017824357138306369 -0.00051150457550951003 0.00034831790890166303 -0.0018665321613661947 0.00019612422042164805 -0.00081743960360902495 7.6085279529665569e-05 0.0003199075478319587 0.0010231464117775129 -0.00014093386651497453 -0.00055483041906198138 -0.0016289816624651264 -0.00065888474318721889 0.001367263390638982 -0.00084083188240501028 0.00034593524386974218 -0.00016458240428879177 -0.0005473679779762668 0.0011884491764552272 -0.0004444880425139811 0.00078384052438195794 -0.0018108135473448785 0.0013849590170387028 0.00087341169035591365 -0.00073009846120839937 0.00039780948745828939 -1.7191197772402891e-05 4.7185368572988003e-05 -4.7647817699166827e-06 0.0008883747313585546 0.00011352113281779433 -0.00015883799039736362 0.00023750708291858988 0.00020867019092752557 -6.7352140848223196e-05 1.5593122029339353e-05 0.0019290603438672739 -0.0003801849728809622 -0.00043616987590044151 -0.0010608411321300082 -0.00094262232496735788 0.0024483112831755233 -0.0012310621001580288 0.0010049715000115193 0.00081069729765563124 0.00056851197462362633
leaf_weight=71576 1424 30 27 36 20 24 40 25 38 44 66 33 24 62 121 28 69 20 22 52 112 21 24 33 20 20 22 22 20 24 117 29 153448 45 143 4348 27 1051 7212 38544 22 137 173 32 35 24 21 65 38 21
leaf_count=71576 1424 30 27 36 20 24 40 25 38 44 66 33 24 62 121 28 69 20 22 52 112 21 24 33 20 20 22 22 20 24 117 29 153448 45 143 4348 27 1051 7212 38544 22 137 173 32 35 24 21 65 38 21
internal_value=0 -5.85385e-05 -0.000512411 -0.00075255 -3.6985e-05 0.000195385 0.000826357 -6.97644e-05 -0.000335287 4.69205e-05 -0.000281325 0.000295934 -0.000179037 0.000183926 -0.000375357 -0.00113446 -3.32432e-05 1.15036e-05 -1.92749e-05 0.000629638 -0.000185885 -0.000432315 -5.67622e-05 0.000383526 1.90322e-05 -0.00116368 0.000456087 0.000202267 -7.63211e-05 0.000869924 -0.000214447 -0.000449946 5.64118e-07 7.18449e-06 0.000298991 6.73966e-06 -6.96988e-06 -8.82794e-05 3.58323e-06 1.68391e-05 0.00099698 0.000103824 -9.79961e-05 5.88513e-05 0.000313716 0.000524836 0.000893003 0.000458963 -2.99354e-05 -0.000415248
internal_weight=0 2669 121 91 2548 315 60 2233 270 255 110 145 245 86 159 55 1963 1518 1446 72 445 153 292 77 53 41 121 75 53 46 215 98 276962 123514 188 123326 51750 5945 45805 38593 49 1597 546 373 236 183 110 86 73 53
internal_count=279631 2669 121 91 2548 315 60 2233 270 255 110 145 245 86 159 55 1963 1518 1446 72 445 153 292 77 53 41 121 75 53 46 215 98 276962 123514 188 123326 51750 5945 45805 38593 49 1597 546 373 236 183 110 86 73 53
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=51
num_cat=0
split_feature=3 1 1 1 0 9 10 10 5 4 1 10 0 0 0 1 6 0 3 1 3 0 0 1 3 7 13 0 0 1 3 0 7 3 8 7 4 0 14 9 7 3 13 13 0 3 12 4 6 3
split_gain=0.00373397 0.0251531 0.0147161 0.00945913 0.009205 0.00914057 0.0108289 0.0167483 0.0126234 0.0112309 0.00968374 0.0105671 0.010457 0.0103699 0.0090389 0.0136755 0.00906832 0.0139597 0.00839175 0.0124339 0.0136632 0.0163962 0.0116298 0.011006 0.0160201 0.017016 0.0153887 0.0145612 0.0139604 0.0110374 0.0213852 0.0128734 0.009735 0.00965096 0.0122122 0.0119935 0.00998812 0.00957072 0.00952322 0.0128269 0.00908046 0.0090639 0.00878345 0.00996284 0.0121939 0.00909836 0.00853069 0.00900149 0.00836786 0.00822761
threshold=10.500000000000002 1222.6315142320243 1268.6169496378952 1357.6621260085051 1222.5833773881889 2.5000000000000004 0.71240601503759404 0.79772727272727284 1.0000000180025095e-35 4.5000000000000009 843.50574584286312 0.59761904761904772 462.5928975098721 453.77119419176705 462.5928975098721 898.5532874204041 1.0000000180025095e-35 972.47622060718538 11.500000000000002 1453.6202201032145 13.500000000000002 815.90331358780702 714.86761375774711 1670.9124033635953 15.500000000000002 1.5000000000000002 0.069366479550922219 465.25684438145873 916.44505744395212 1925.0712920527774 17.500000000000004 1061.8284994139024 1.0000000180025095e-35 15.500000000000002 1.5000000000000002 1.5000000000000002 6.5000000000000009 865.45763568221207 0.05634920634920635 2.5000000000000004 2.5000000000000004 18.500000000000004 0.71198156682027658 0.59175084175084181 865.45763568221207 19.500000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -3 6 9 -8 -9 10 -1 12 -12 48 -10 -16 -17 -18 22 -20 21 32 -4 26 25 28 -22 -26 46 38 31 49 -21 35 36 -28 -35 -27 39 -29 -40 -42 43 44 45 -43 47 -25 -13 -31
right_child=2 3 18 -5 -6 -7 7 8 14 -11 11 13 -14 -15 15 16 17 -19 19 20 23 -23 -24 24 27 37 33 29 -30 30 -32 -33 -34 34 -36 -37 -38 -39 40 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.00022760739094136994 5.6703690661782989e-05 -9.5260853719365566e-05 -2.8189470088583254e-05 -0.00039704085361611787 0.00088583636267382335 -8.3403431236871449e-05 -0.00013221916379238459 4.8848739668774544e-05 -8.0594734741408714e-05 0.00026054734852158472 8.1878591525551487e-05 -0.0001522284367871608 -1.9691772379651934e-05 0.00019241738495982754 0.00083073322656469382 1.8927964023793895e-05 -5.8607176414436007e-05 -0.0012676563295826782 3.814503562616928e-05 -4.8406348700134004e-06 0.00013728169823689579 -0.00023857279582014071 -0.00023733346955502404 -0.00056257566104205784 0.00027783075372948482 -0.00014878262023464519 3.1320906193453411e-05 0.00016571768797638659 -0.00019853292731252561 -0.0001338580220522082 3.882776432257307e-06 -0.000424308932291133 -8.1939733128613646e-05 0.00023093437449726308 1.0282580722755427e-05 -6.8873295980796e-05 0.0012446469893911856 -0.00047314831273550026 4.3487596404585249e-05 0.0009997601638425072 -9.1404159855871766e-05 0.00023318497162462681 0.00036352070598301477 -0.00075861658464551824 -0.00014673128553757727 0.0012399842222553812 5.1049397823231936e-05 -3.6725776784792425e-05 0.00045692142103619592 -3.4559041004066156e-05
leaf_weight=603 12044 6224 11626 264 24 3060 2623 9037 4993 552 3430 425 9701 1552 49 10890 4553 24 21625 12093 3222 1003 705 82 484 1081 11330 354 1177 2933 85708 253 6190 867 1098 4056 25 288 18749 53 2513 113 233 41 254 28 3303 10807 65 7224
leaf_count=603 12044 6224 11626 264 24 3060 2623 9037 4993 552 3430 425 9701 1552 49 10890 4553 24 21625 12093 3222 1003 705 82 484 1081 11330 354 1177 2933 85708 253 6190 867 1098 4056 25 288 18749 53 2513 113 233 41 254 28 3303 10807 65 7224
internal_value=0 -1.1286e-05 2.95793e-06 -0.000103879 -9.14922e-05 4.09219e-07 5.69752e-06 -1.11351e-05 -3.85643e-07 3.88607e-05 3.11039e-05 2.32946e-05 6.83982e-06 0.000129106 -2.20801e-05 -3.25024e-06 -5.89233e-06 -6.4947e-05 -1.31612e-07 2.37072e-06 -2.03581e-06 -4.17418e-05 -4.01469e-05 2.86431e-06 -2.30576e-06 -4.81052e-05 3.69193e-05 4.13943e-06 -3.3059e-05 3.02115e-06 -4.3366e-06 -7.20087e-05 -3.09438e-05 1.83093e-05 0.000121923 4.90808e-06 0.000259346 -0.00021702 3.46807e-05 0.000274328 3.02333e-05 -4.78636e-05 0.00011569 -1.67513e-05 6.02524e-05 0.000433117 -1.93356e-05 -4.06857e-05 -7.14228e-05 -6.32332e-05
internal_weight=0 58069 221562 6512 6248 51557 48497 32169 29546 16328 15776 15173 13131 2042 20509 15516 15467 4577 209518 197187 175562 19286 12331 156276 135678 16738 20598 118940 15369 118456 96118 10410 18283 17376 1990 15386 892 1369 22338 407 21931 3182 669 436 395 141 14192 10889 490 10157
internal_count=279631 58069 221562 6512 6248 51557 48497 32169 29546 16328 15776 15173 13131 2042 20509 15516 15467 4577 209518 197187 175562 19286 12331 156276 135678 16738 20598 118940 15369 118456 96118 10410 18283 17376 1990 15386 892 1369 22338 407 21931 3182 669 436 395 141 14192 10889 490 10157
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=51
num_cat=0
split_feature=8 6 7 3 1 0 1 6 4 10 10 13 13 1 7 6 1 14 14 12 5 10 10 13 1 1 13 13 5 3 1 1 3 5 12 12 1 14 3 7 9 10 9 13 10 6 0 1 9 12
split_gain=0.00397861 0.00595376 0.00586569 0.0053927 0.0235871 0.011287 0.0127416 0.0138418 0.0126998 0.0115108 0.0113816 0.0123102 0.0101871 0.0098803 0.00956837 0.0105115 0.0131163 0.0100003 0.0133821 0.0178057 0.0212716 0.011198 0.0131266 0.0131164 0.0108411 0.01062 0.00976547 0.0201339 0.00928238 0.00884766 0.0220061 0.0169435 0.0160459 0.0124765 0.0123131 0.0121372 0.0120822 0.0195803 0.0191992 0.0147062 0.0184165 0.0174411 0.0177065 0.0174282 0.0167611 0.0131344 0.019012 0.0129414 0.0116485 0.0114626
threshold=1.5000000000000002 10.500000000000002 16.500000000000004 18.500000000000004 2089.9268894673855 658.36447093627214 2010.0693574974659 1.5000000000000002 4.5000000000000009 0.04819976771196284 0.17752100840336138 0.16472868217054268 0.20881782945736438 3183.3810684193081 1.0000000180025095e-35 2.5000000000000004 1909.9731486135049 0.56330128205128216 0.61651583710407254 1.5000000000000002 3.5000000000000004 0.18834459459459463 0.13423423423423428 0.04210992907801419 2790.319728588885 2846.3956359091098 0.031754032258064523 0.080540540540540564 5.5000000000000009 26.500000000000004 3049.3733999235665 3007.5741317529969 28.500000000000004 4.5000000000000009 3.5000000000000004 7.5000000000000009 2452.3200893468074 0.66260162601626027 22.500000000000004 3.5000000000000004 3.5000000000000004 0.95293466223698797 2.5000000000000004 0.84292763157894746 0.22792207792207794 1.5000000000000002 1289.0088005912796 2423.1344677252664 2.5000000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 10 9 -5 11 -8 -9 -14 15 16 -7 -18 19 20 -19 22 -20 -23 -25 28 -17 -28 -21 31 -31 36 33 35 -33 -32 38 39 -16 43 41 42 -41 -38 -44 46 -43 -40 -39 -35
right_child=2 -3 -4 5 -6 14 7 12 -10 -11 -12 -13 13 -15 29 26 17 18 21 25 -22 23 -24 24 -26 -27 27 -29 -30 30 32 34 -34 49 -36 -37 37 48 47 40 -42 45 44 -45 -46 -47 -48 -49 -50 -51
leaf_value=3.7909567108498913e-06 -1.5238852972427814e-05 0.00054409409902862044 -0.00075993547518289867 0.00098376384607440251 -0.00025186969100441612 0.0013531609514575394 0.00031618852764929287 0.00036400533841575683 0.00074190727068655041 2.1116344623403642e-05 -0.00016900760262210629 -0.00010717071421629027 1.5734756721070268e-05 0.0010953506653260609 -2.6618494306676776e-05 -0.00033213724519335415 4.7566975157329423e-05 0.0024952830664309051 0.00023426418193306527 0.00042164286913046255 0.00031626594164186998 -0.00060857927589519963 0.0013147324408605897 0.00021443760008620682 -0.00063773881244872299 0.0011949579013162293 0.00040349983865309633 -8.2818424645305727e-05 -0.00058077077393296783 0.00013556766083505794 -1.1151176906379278e-05 -0.0011957758567878046 7.0290603867063184e-07 -0.00059142668795274494 -0.00025714744838375016 -0.00086044720930816701 -2.7610409033289852e-05 -0.00020506065176552259 8.88472965507163e-05 -0.00088738845670444696 0.00075679153769669938 0.00098309823008784067 -0.00079769097705138846 -0.00087702831193293279 0.00029922811774163883 -0.00042151672561175941 -0.00058484534935720654 0.00044471013895409304 -0.00067688074529018984 0.00035737057494568744
leaf_weight=194851 42289 51 26 36 1080 20 349 483 141 226 807 338 577 22 10091 277 5664 24 117 72 21 74 37 335 42 28 249 1465 34 2971 492 50 6985 275 116 46 6019 406 1283 203 38 58 60 61 83 82 29 319 193 36
leaf_count=194851 42289 51 26 36 1080 20 349 483 141 226 807 338 577 22 10091 277 5664 24 117 72 21 74 37 335 42 28 249 1465 34 2971 492 50 6985 275 116 46 6019 406 1283 203 38 58 60 61 83 82 29 319 193 36
internal_value=0 3.93234e-06 -9.04555e-06 -8.81506e-06 -2.11316e-05 4.10783e-06 9.786e-05 5.69597e-05 0.000359297 0.000153389 -4.16754e-05 0.000107898 0.000193153 5.53868e-05 -3.17382e-06 4.3775e-05 7.46989e-05 7.07335e-05 0.000238099 0.000617873 0.00147841 0.000125737 0.000493857 3.70277e-08 0.0001195 0.000328887 -5.66849e-05 -1.21689e-05 0.000100114 -1.64579e-05 1.9698e-05 -3.69212e-05 -2.42448e-05 -0.000229498 -0.000539867 -8.37676e-05 -3.25096e-05 -8.3309e-05 -1.0907e-06 -5.85856e-05 -0.000305448 -0.000383826 -0.000587183 -3.61325e-05 -0.000161018 3.25137e-05 0.00046045 0.000159709 -0.000357083 -0.000481598
internal_weight=0 194902 84729 84703 43369 41334 2979 2576 403 262 1494 687 1082 599 38355 8459 6468 6448 784 179 45 605 154 451 377 134 1991 1714 106 29896 10805 19091 7834 849 166 538 18925 7232 11693 6633 553 515 346 6080 143 169 87 1602 599 311
internal_count=279631 194902 84729 84703 43369 41334 2979 2576 403 262 1494 687 1082 599 38355 8459 6468 6448 784 179 45 605 154 451 377 134 1991 1714 106 29896 10805 19091 7834 849 166 538 18925 7232 11693 6633 553 515 346 6080 143 169 87 1602 599 311
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=51
num_cat=0
split_feature=7 5 0 7 0 6 1 6 12 13 10 7 10 8 10 14 10 10 10 13 1 0 14 13 14 10 4 10 6 0 13 0 13 14 14 8 10 10 13 0 0 0 0 6 10 0 13 10 10 1
split_gain=0.00379703 0.00951487 0.033401 0.0196287 0.0179775 0.0110586 0.0105822 0.00980331 0.010703 0.0175844 0.0110557 0.015265 0.0159737 0.0189483 0.0148842 0.0144687 0.0124643 0.0107152 0.0409024 0.0193273 0.0228078 0.0372395 0.0267205 0.0251799 0.0327864 0.0191913 0.0155652 0.00974874 0.00974429 0.0105347 0.0150202 0.0100871 0.0164885 0.0124362 0.0239918 0.0145802 0.0137552 0.0110253 0.0103016 0.0152016 0.0123835 0.011371 0.0132022 0.0108213 0.0101398 0.0146689 0.0153731 0.011895 0.0108119 0.0134858
threshold=3.5000000000000004 5.5000000000000009 952.21519948873902 11.500000000000002 942.80558483579864 6.5000000000000009 2846.3956359091098 8.5000000000000018 2.5000000000000004 0.67117117117117131 0.38956639566395673 4.5000000000000009 0.21913109756097562 2.5000000000000004 0.084523809523809543 0.11237373737373739 0.1012820512820513 0.92450142450142458 0.89009661835748799 0.27718676122931446 3297.5540643465279 1173.0767376433671 0.13100686498855837 0.087595907928388769 0.14434523809523811 0.62645348837209314 9.5000000000000018 0.50490196078431382 1.0000000180025095e-35 928.78428753650576 0.72850122850122856 907.74089229267565 0.10762548262548265 0.23166368515205729 0.27386363636363642 7.5000000000000009 0.96362433862433872 0.40238095238095245 0.14459930313588851 806.96991629943716 798.01459575955221 781.39118733466205 750.05186893448547 2.5000000000000004 0.087595907928388769 757.83164246805711 0.037749287749287756 0.032795698924731186 0.95060975609756104 3438.6371619929478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 28 -6 8 -4 10 11 12 13 -10 -15 -14 -13 18 19 20 22 23 -12 26 -25 27 -22 -23 -3 31 -31 33 -33 36 -35 38 44 -34 40 41 -36 42 -40 -42 47 -46 -47 -30 49 -48
right_child=1 2 7 -5 6 -7 -8 -9 9 -11 17 16 15 14 -16 -17 -18 -19 -20 -21 21 25 -24 24 -26 -27 -28 -29 29 30 -32 32 37 34 35 -37 -38 -39 39 -41 43 -43 -44 -45 45 46 48 -49 -50 -51
leaf_value=1.2257106602330849e-06 -5.5258796297805857e-05 0.00043874618468079811 -0.00022717643022194763 0.0017470351176425106 0.0017240590702082654 0.00090656805503163112 0.00034588421538921045 -0.00088856485442528009 -0.00084789457058915023 0.0014899062999757008 0.00085655222393815297 -0.0011949639675717832 0.00017352079485135621 0.00010185096002604086 0.001412004494151283 -0.0013828271901210039 -0.00028593188075174114 -6.5361909127893071e-05 0.0024007964889857583 -0.00070921179422629612 0.0012393349617592652 -0.00027915480369258497 -0.0013026920992783026 0.00090114912988307572 0.0036064036323555878 -0.00095118685216547406 -0.00050197951495647433 0.0011459723863351558 -5.0904532517528255e-05 -0.0010182348756179055 0.00061775892565492548 0.0016296576824970544 -0.00079843515180982655 0.0013943696580827236 0.00021127333430841748 0.0014451228176403676 -0.0013497750011637159 0.00062790004885755486 -2.1471793860978177e-05 0.00067732836959439431 -0.00025528899579581294 -0.00085271984072668211 0.0013435246469452979 -0.0014436568009356659 0.00038690182347116727 0.00063740742798135792 -0.0011346910153907648 0.0013266076405125205 0.00018106011876596077 0.00012733636712827892
leaf_weight=267780 8597 226 719 21 30 49 26 38 22 20 23 54 32 41 46 28 125 411 22 52 33 21 38 24 21 39 21 28 42 47 20 28 20 40 72 20 23 42 155 119 53 35 20 30 70 27 98 25 31 27
leaf_count=267780 8597 226 719 21 30 49 26 38 22 20 23 54 32 41 46 28 125 411 22 52 33 21 38 24 21 39 21 28 42 47 20 28 20 40 72 20 23 42 155 119 53 35 20 30 70 27 98 25 31 27
internal_value=0 -2.76956e-05 4.51257e-05 0.000229934 0.000206763 0.000169511 0.00108419 -9.3729e-05 -7.71335e-05 2.0851e-05 -6.32861e-06 -0.000238395 0.000102414 0.000463068 0.000794576 -0.000552775 -0.000560165 0.000103848 0.000319827 0.000167222 0.00035099 0.000624851 -0.000488551 0.00129009 0.0021636 -0.000123538 0.000562157 0.000535204 0.000141073 7.66346e-05 -0.000529879 0.000118228 0.000622595 6.70517e-05 0.000215714 0.000122169 -0.000168727 0.000167792 6.75019e-05 0.000225834 -0.00026857 -3.00135e-05 0.000134528 -0.00068482 -8.38389e-05 -0.000228678 -0.000464146 0.000463093 -0.0006548 -0.000862093
internal_weight=0 11851 3254 1396 1375 1319 56 1858 1820 1101 1081 348 169 109 87 60 179 733 322 300 248 187 61 99 45 88 54 49 1270 1044 67 977 90 887 544 504 343 62 484 329 155 210 175 83 320 253 183 67 156 125
internal_count=279631 11851 3254 1396 1375 1319 56 1858 1820 1101 1081 348 169 109 87 60 179 733 322 300 248 187 61 99 45 88 54 49 1270 1044 67 977 90 887 544 504 343 62 484 329 155 210 175 83 320 253 183 67 156 125
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=51
num_cat=0
split_feature=8 3 1 13 0 6 10 10 9 12 6 0 10 10 7 0 1 1 0 1 3 12 14 14 7 1 1 3 8 0 12 1 2 6 13 12 10 10 1 13 14 9 4 0 4 0 10 1 13 8
split_gain=0.00381443 0.00764089 0.0161089 0.00946958 0.00946109 0.00947397 0.00727481 0.0106678 0.00681922 0.0112549 0.0115403 0.0141322 0.0107387 0.0130953 0.0119625 0.0155568 0.0128838 0.0104982 0.0103367 0.00926214 0.0181433 0.0179301 0.0225471 0.0129839 0.0143905 0.013801 0.0137453 0.0115164 0.011196 0.0127392 0.0125842 0.0111451 0.00904382 0.0100576 0.0100052 0.00895041 0.02072 0.0279005 0.0107647 0.00891647 0.00850039 0.00820585 0.00790768 0.00772219 0.00763869 0.00739785 0.00734604 0.00717376 0.00997239 0.0117337
threshold=3.5000000000000004 28.500000000000004 3091.4684149673285 0.21807065217391305 757.83164246805711 1.5000000000000002 0.25265957446808512 0.13714733542319751 2.5000000000000004 5.5000000000000009 4.5000000000000009 835.12391301254218 0.71611721611721624 0.053342816500711245 5.5000000000000009 916.44505744395212 2010.0693574974659 3007.5741317529969 642.29253333308213 2875.3264341504796 25.500000000000004 2.5000000000000004 0.29478609625668456 0.3373983739837399 4.5000000000000009 2571.3753443570063 2790.319728588885 27.500000000000004 5.5000000000000009 1222.5833773881889 1.5000000000000002 2790.319728588885 2.5000000000000004 2.5000000000000004 0.074537037037037054 2.5000000000000004 0.33666666666666673 0.33012820512820518 2036.9135851320555 0.40270270270270275 0.49418604651162795 1.5000000000000002 1.5000000000000002 1264.1367493995072 5.5000000000000009 681.65698770576876 0.67054263565891481 2936.4214567341296 0.069366479550922219 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 6 5 -3 7 -4 9 10 12 39 13 18 19 16 -16 -11 -2 20 31 -21 -23 25 27 -22 41 28 29 -25 -30 42 33 34 -15 38 37 -37 40 -12 -34 -27 -14 47 -13 -20 -38 -10 -49 -50
right_child=1 4 3 -5 -6 -7 -8 -9 43 17 11 44 14 32 15 -17 -18 -19 45 21 23 22 -24 24 -26 26 -28 -29 30 -31 -32 -33 35 -35 -36 36 46 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=1.4789840145725288e-06 0.00069657529572186134 -0.00025730054411623213 -0.00040352259529754522 -0.00095620649777369447 2.0359395065411794e-05 0.00057052255659793393 -0.00052295009225440203 0.0010990567666123666 6.8514025687391289e-05 -0.00046031384514506614 -0.0016145012166816743 -1.132693048499071e-05 -0.00018304255997615354 -0.00043499509950473521 -0.00072653835333767345 -0.0010762668274988403 0.0010268979197876021 0.00063333991744608895 -0.00069528617570926369 -0.0010513343333298246 0.00136264267959632 -0.00035460156138479132 0.0012560656241508436 0.0018019576145889005 -0.00047503182907927442 -0.00050143752702048387 0.00056927040802265492 0.0018067798656245162 -0.00061425211606547236 0.00034158591193512885 0.0010405040552723223 -0.00079814246997811161 -0.00039535037121219845 0.00040733071632087807 -1.8168572509941608e-05 7.0613738365632981e-05 -0.00024742055440605821 0.0017508137666381017 -0.00045834787766611481 -0.0004858819907115374 4.9514624752742806e-05 0.00055970192558809446 3.0102696356602363e-05 -0.000823490319845195 -0.00066530746789167415 7.5433357588007891e-05 -0.00089273784351284052 -0.00093159059390018244 -0.00021490098750008148 0.00084585984043466546
leaf_weight=262776 65 45 27 70 3728 149 81 21 2511 256 30 194 480 174 20 57 22 24 33 59 20 97 28 32 22 106 66 28 27 28 20 43 181 113 834 291 326 27 580 42 264 22 4657 26 58 551 51 40 199 30
leaf_count=262776 65 45 27 70 3728 149 81 21 2511 256 30 194 480 174 20 57 22 24 33 59 20 97 28 32 22 106 66 28 27 28 20 43 181 113 834 291 326 27 580 42 264 22 4657 26 58 551 51 40 199 30
internal_value=0 -2.30579e-05 -4.15967e-05 -0.000487982 3.80747e-05 0.000378502 -0.000233906 0.000253856 -3.46209e-05 -5.4073e-05 -4.50038e-05 -0.000338356 -3.48101e-05 -0.000104187 6.6924e-06 -0.000538245 0.000191928 -0.000366572 9.84541e-05 1.60993e-05 2.7668e-05 -0.000332909 6.18789e-06 0.000365437 0.000710774 0.000112083 -1.68407e-05 0.000904016 0.000667779 0.00112045 8.98994e-05 3.47639e-06 -0.000150479 -3.99762e-05 -9.01208e-05 -0.000222498 -8.3983e-05 0.000213272 -0.000316418 -0.00095614 -0.00013143 -0.000319054 1.01865e-05 3.42034e-05 -0.000161846 3.18824e-05 -0.000334718 4.2225e-05 -0.000203171 -7.59367e-05
internal_weight=0 16855 12933 199 3922 194 129 48 12734 9928 9648 324 9324 3490 5834 99 42 280 649 5735 5551 184 125 371 157 214 194 135 107 60 47 5180 2841 1121 1008 1720 695 318 1025 72 445 128 5137 2806 252 584 377 2780 269 229
internal_count=279631 16855 12933 199 3922 194 129 48 12734 9928 9648 324 9324 3490 5834 99 42 280 649 5735 5551 184 125 371 157 214 194 135 107 60 47 5180 2841 1121 1008 1720 695 318 1025 72 445 128 5137 2806 252 584 377 2780 269 229
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=51
num_cat=0
split_feature=0 1 1 1 8 11 8 8 0 0 7 4 11 4 9 10 14 10 3 3 0 1 0 10 8 3 14 14 6 6 0 6 0 12 12 13 10 4 3 10 8 13 0 13 9 14 13 0 14 10
split_gain=0.00368178 0.00624269 0.00440846 0.00622773 0.00387846 0.00432643 0.00706839 0.00696339 0.00708025 0.00599337 0.00625887 0.0065443 0.00557119 0.00447848 0.00439872 0.0193963 0.00964039 0.0118538 0.019117 0.0119741 0.0141067 0.0116374 0.0210038 0.0207415 0.0162017 0.0108777 0.0222011 0.010389 0.0153129 0.0152304 0.0380752 0.0177077 0.0366559 0.0216996 0.0226117 0.0178266 0.0163382 0.0154435 0.0328568 0.0266673 0.0217835 0.0210412 0.019483 0.0175052 0.0163975 0.0154132 0.0153517 0.0130944 0.0130607 0.0151668
threshold=355.87763915758541 930.51637059710401 1211.5793045386051 1022.5647778423951 1.0000000180025095e-35 0.078461538461538485 6.5000000000000009 4.5000000000000009 1364.7041533538422 1321.1033005038273 3.5000000000000004 9.5000000000000018 0.07362240289069559 5.5000000000000009 2.5000000000000004 0.81934731934731941 0.6984848484848486 0.32071428571428579 31.500000000000004 27.500000000000004 522.62098448938548 2452.3200893468074 957.12540010465557 0.15470085470085473 1.5000000000000002 22.500000000000004 0.95553359683794481 0.18834459459459463 1.5000000000000002 7.5000000000000009 977.9268823093272 1.5000000000000002 668.84545581684722 9.5000000000000018 10.500000000000002 0.069366479550922219 0.29478609625668456 10.500000000000002 36.500000000000007 0.41042780748663105 1.5000000000000002 0.12060606060606062 983.43194644661196 0.54692082111436957 3.5000000000000004 0.053342816500711245 0.15504807692307696 712.68736108603218 0.03509852216748769 0.27842377260981915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 12 7 8 9 10 11 -7 14 -10 -6 16 27 21 19 20 -19 22 25 24 -24 -18 -27 29 -29 31 -31 -16 -33 36 35 -35 48 38 39 41 -39 -38 44 -44 47 -40 -43 -41 -34 -50
right_child=4 2 -4 -5 5 6 -8 -9 13 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 30 -32 32 33 34 -36 -37 37 40 45 42 -42 46 43 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.00066831009003282015 7.9180863346259559e-06 -0.00017152230466308538 -0.00033814778476700237 9.0553143805762178e-05 -8.1380834676551854e-06 -6.8656126646684718e-05 0.00080610992868473247 -0.00057695112662056801 0.0010116865870589788 -0.00082131530174852491 -0.00042603219030081435 0.00067809147236403083 0.00077466329701406805 0.0001443266882826878 7.0082936982297154e-05 -0.00045777778060503561 0.00012172232803784797 -0.00028525472888545273 0.0009081700337656703 -0.00081225012956845334 5.1314970211256438e-05 -9.5480030855758596e-05 0.00036944540560772811 -6.7659585874935152e-05 0.0017627781973310955 0.001998331843693133 -0.00017555364490059826 -4.9311740256595513e-05 4.3811043152777133e-05 0.0016632521757179179 -0.0008941671170759947 0.00019783780934603366 -0.00055680936002238616 0.0024365263292565943 -0.00027165612496901306 0.0005938279837729559 0.00072235253345247154 0.00056072894911912664 0.0019391172883721688 -0.00051811166857774365 -0.001003268631609876 -0.0011769671696432247 -0.00075575895231810614 0.00070731229270282008 -0.00061696573828564033 0.0004944022102184438 0.00014341901654628793 0.00016947751019284984 -0.00013588597615778029 -0.00070254558829307631
leaf_weight=45 105451 414 131 501 129317 1333 22 72 22 28 122 30 23 46 10242 220 3027 429 52 52 1135 516 34 48 54 23 24 13989 6450 43 22 1264 229 21 40 35 180 31 30 81 79 24 184 23 103 48 266 477 2475 124
leaf_count=45 105451 414 131 501 129317 1333 22 72 22 28 122 30 23 46 10242 220 3027 429 52 52 1135 516 34 48 54 23 24 13989 6450 43 22 1264 229 21 40 35 180 31 30 81 79 24 184 23 103 48 266 477 2475 124
internal_value=0 -9.16722e-05 -6.68647e-05 -2.80253e-05 3.59067e-07 -4.24611e-06 -8.42141e-05 -9.60635e-05 -7.41635e-05 -9.65953e-05 -8.29305e-05 -5.222e-05 -3.46469e-06 0.000424943 -3.56912e-06 1.04739e-05 1.29352e-05 7.53233e-05 -3.5458e-05 -6.58223e-05 -4.1005e-05 0.000124916 0.000160344 0.000768408 0.00122445 0.000133442 0.000888263 3.70531e-06 -1.99247e-05 3.38516e-05 0.000797664 3.074e-05 -3.97797e-05 -0.000107274 0.0006363 0.00128484 -0.000123669 8.1846e-06 5.25179e-05 -5.63491e-06 -0.000562506 0.000297714 -0.000169891 -0.000593195 -3.73279e-05 0.00105006 3.41457e-05 6.96662e-05 -0.000194817 -0.000162922
internal_weight=0 1091 1046 915 278540 173089 1675 1653 1581 1513 1485 1363 171414 68 171391 42074 41854 5394 1668 1616 1564 3726 3210 136 88 3074 47 36460 20439 16021 65 15956 5714 4450 96 56 4354 1526 1416 1338 110 470 868 207 661 78 290 558 2828 2599
internal_count=279631 1091 1046 915 278540 173089 1675 1653 1581 1513 1485 1363 171414 68 171391 42074 41854 5394 1668 1616 1564 3726 3210 136 88 3074 47 36460 20439 16021 65 15956 5714 4450 96 56 4354 1526 1416 1338 110 470 868 207 661 78 290 558 2828 2599
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=51
num_cat=0
split_feature=3 1 1 3 4 12 8 7 1 14 0 1 13 1 0 8 14 12 14 4 0 9 3 1 13 3 8 14 6 5 7 6 1 10 13 6 8 14 14 1 7 10 0 13 4 14 13 1 8 3
split_gain=0.00358933 0.0207957 0.0166546 0.0119904 0.0118601 0.0118381 0.0105619 0.0120882 0.0114278 0.0108043 0.0188854 0.0151355 0.0100038 0.0113123 0.00942266 0.0105175 0.0114119 0.0089567 0.0089507 0.00878185 0.00894335 0.0124041 0.00870778 0.0154684 0.0137272 0.0138022 0.0136168 0.0101468 0.0113473 0.00979271 0.0106811 0.011503 0.0103454 0.00997401 0.0125258 0.00935194 0.00858237 0.00838218 0.0110442 0.00815065 0.00808389 0.00839188 0.00886872 0.00872826 0.0119822 0.00831939 0.0100794 0.00804238 0.00800988 0.00794461
threshold=20.500000000000004 2217.1926524768464 2287.1494267431067 19.500000000000004 6.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 2287.1494267431067 0.39736842105263165 1222.5833773881889 2438.1594628963853 0.74133811230585434 2392.1183921884472 570.24145417226862 1.0000000180025095e-35 0.83602150537634423 2.5000000000000004 0.34891304347826091 1.5000000000000002 644.30411897466877 2.5000000000000004 18.500000000000004 2010.0693574974659 0.77346041055718484 16.500000000000004 2.5000000000000004 0.6984848484848486 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 2.5000000000000004 2001.0640350640863 0.47140522875816998 0.68301435406698574 1.0000000180025095e-35 8.5000000000000018 0.87750000000000006 0.49418604651162795 2364.0969371768856 1.5000000000000002 0.77598566308243744 671.0170443977488 0.29217479674796754 4.5000000000000009 0.05634920634920635 0.16472868217054268 2196.1721655225479 1.0000000180025095e-35 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 19 14 22 -6 7 8 -5 11 -11 17 13 -8 -3 16 -16 -10 -19 20 -2 -22 23 49 25 -25 35 29 -29 30 31 32 33 34 48 37 -21 38 40 -17 41 42 -27 45 -45 46 -44 -30 -24 -1
right_child=2 3 -4 6 5 -7 12 -9 9 10 -12 -13 -14 -15 15 39 -18 18 -20 36 21 -23 27 24 -26 26 -28 28 47 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 44 -46 -47 -48 -49 -50 -51
leaf_value=-4.4702915402202171e-06 0.00079118372877533347 0.00010498182620184208 2.874919569667896e-06 0.00018167428091502466 7.7661846248948778e-05 -8.7028483757112379e-05 -9.8169657595781324e-05 -0.0001498772954065951 -0.00025823978793197195 0.00011317835284123616 0.0014651143681947833 -0.00032027406343741651 -0.00092692756440050693 -0.00084556072601117195 -4.5695082039188684e-05 -0.00020452933602595853 -0.0011929877623598178 8.4030191381869669e-05 -0.00039898355534408712 0.00011159997210613548 -0.00012331002390972347 -0.0012139581228156799 0.0011245171816881339 -0.00028318538497493429 -0.00036596203745177503 -0.00010326338176387205 -0.00024551219946033603 0.00041469174357460019 0.00011428734511748122 -9.8042768325551626e-05 -0.0001477207675013565 -7.6109645959149925e-05 7.1127260530060929e-05 0.00016383686390993474 0.0016792804338037967 -6.7120545812238703e-05 0.00090898392415564408 0.0010429616361978418 -0.000225718381982973 -0.00054045283999694773 -0.00013443650731275733 -7.4227321350887665e-05 0.00033454129944503723 0.0003583862868351086 -0.00020318420701745618 0.00022330568601394533 0.0012510305515348189 -0.00052005093088015343 0.00019934653346667647 3.3255716705373251e-05
leaf_weight=171136 23 355 49577 1035 8101 1261 637 1078 278 597 27 457 45 55 1465 1950 22 1394 103 4503 258 29 32 619 372 279 720 336 1278 1455 668 1250 5325 333 25 4120 34 21 346 199 399 496 90 150 259 1061 45 52 87 15194
leaf_count=171136 23 355 49577 1035 8101 1261 637 1078 278 597 27 457 45 55 1465 1950 22 1394 103 4503 258 29 32 619 372 279 720 336 1278 1455 668 1250 5325 333 25 4120 34 21 346 199 399 496 90 150 259 1061 45 52 87 15194
internal_value=0 -2.78476e-06 1.15234e-05 -7.44124e-05 4.38162e-07 5.54791e-05 -2.79134e-05 -1.71512e-06 3.93332e-05 -1.22505e-05 0.000171676 -6.36708e-05 -0.000204548 -0.000157572 -0.000140893 -0.000164899 -6.26691e-05 2.39556e-06 5.07968e-05 9.99832e-05 -0.000157489 -0.000233515 -2.06147e-06 -4.48255e-06 -6.85901e-05 -5.57345e-05 -3.81046e-05 4.15558e-05 0.000155074 2.09431e-05 4.33686e-05 6.14695e-05 9.111e-05 0.000314187 0.000661873 -1.75523e-05 0.000117576 4.73623e-05 4.06719e-05 -0.000235636 7.38389e-05 0.000108756 0.000156929 0.000202159 2.77074e-06 0.000270345 0.000640038 8.94861e-05 0.000448132 -1.39398e-06
internal_weight=0 225207 54424 9697 215510 9362 5706 4969 3891 2856 624 2232 737 692 3991 3636 1487 1775 1497 4847 310 287 206148 195307 8977 8605 7986 10841 1666 9175 7720 7052 5802 477 144 7266 4537 3146 3125 2149 2779 2380 1884 1605 409 1196 135 1330 119 186330
internal_count=279631 225207 54424 9697 215510 9362 5706 4969 3891 2856 624 2232 737 692 3991 3636 1487 1775 1497 4847 310 287 206148 195307 8977 8605 7986 10841 1666 9175 7720 7052 5802 477 144 7266 4537 3146 3125 2149 2779 2380 1884 1605 409 1196 135 1330 119 186330
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=51
num_cat=0
split_feature=7 0 4 5 13 12 7 1 1 12 3 0 13 6 9 3 3 0 13 4 6 0 3 9 0 10 8 9 10 9 0 4 0 5 0 12 8 5 1 4 10 6 3 13 13 1 14 1 1 3
split_gain=0.00373736 0.00705635 0.00852121 0.0117143 0.0135787 0.0155119 0.0471716 0.0312822 0.0306319 0.0104079 0.0120541 0.00766311 0.00752017 0.0074262 0.00685665 0.00680425 0.00809831 0.00862302 0.0074553 0.00661869 0.00647969 0.0111603 0.0336153 0.0230667 0.0127779 0.00643999 0.00815584 0.00640757 0.0112586 0.0195821 0.0145708 0.0151036 0.0134968 0.0174819 0.0144701 0.0284852 0.0180913 0.0258404 0.0162845 0.0138102 0.0124822 0.0128459 0.0170375 0.0156436 0.0171081 0.0140961 0.0158466 0.0127684 0.0117819 0.011756
threshold=1.5000000000000002 1289.0088005912796 5.5000000000000009 1.0000000180025095e-35 0.79772727272727284 2.5000000000000004 1.0000000180025095e-35 2571.3753443570063 1487.7388556757253 3.5000000000000004 22.500000000000004 1364.7041533538422 0.040408163265306128 1.5000000000000002 1.5000000000000002 20.500000000000004 24.500000000000004 1364.7041533538422 0.69337606837606847 16.500000000000004 8.5000000000000018 924.13557371275863 30.500000000000004 2.5000000000000004 773.3327466365821 0.49418604651162795 2.5000000000000004 2.5000000000000004 0.71611721611721624 1.5000000000000002 1433.692583700579 11.500000000000002 1070.0586822807675 3.5000000000000004 1242.5784396434321 7.5000000000000009 2.5000000000000004 6.5000000000000009 2469.2009762718558 7.5000000000000009 0.84292763157894746 1.5000000000000002 20.500000000000004 0.12060606060606062 0.42206477732793529 2739.3600366868154 0.19399641577060936 2536.1172374379967 3906.2051313837133 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -7 11 -11 -10 -12 -8 -14 -4 18 -18 25 20 27 22 24 -23 -22 26 -17 28 49 -30 31 32 33 40 35 36 37 38 39 -34 -31 45 -43 -44 -45 47 -47 -42 -33 -2
right_child=19 2 15 4 -6 8 13 -9 9 10 12 -13 14 -15 -16 16 17 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 30 -32 48 34 -35 -36 -37 -38 -39 -40 -41 41 42 43 44 -46 46 -48 -49 -50 -51
leaf_value=2.3892190793095285e-06 -5.493580450627509e-05 -0.00098969925611251675 0.0010287662957456302 -0.0026789821342875562 0.0011187062391545624 0.0019428558448063478 0.0010161341467513315 -0.00044812881811098624 0.00017583150368988176 -0.0012107085413299501 -0.00051509735658048438 0.0013562096518580802 -0.00014691856744962828 -0.00012687107610636977 0.00049299282910512151 -7.7920905448232382e-05 0.00052461519040221947 0.00015030670591672363 0.00093467313034290619 0.00085696467748758469 -0.0014322392429069928 -0.00015813363194304637 0.0015624445264360734 -0.00164653142055613 0.00025660923635032737 0.00010043119149096519 -0.0008489605190420878 1.544762392548848e-05 -1.9233889926476342e-05 0.00012771710013634234 -0.00078349557570618351 0.001675239590426477 -0.0001804012528695221 0.0002491537674538309 0.0002724304079472657 0.0012550139011000283 -0.00073890579874847046 0.0014296238608658314 -0.00082349673956605852 0.00090919850768199579 3.0739354072001534e-05 -0.00062865115890750839 -0.00051242782720975336 0.0012441010000960283 -0.00023044629920764849 1.5785507392138242e-05 -0.0018473214863444724 0.0011541821719639792 0.00029393309837599335 0.00013273639367867877
leaf_weight=209070 19883 33 22 30 25 21 30 33 44 25 65 20 102 27 71 187 218 523 22 22 24 94 28 36 21 504 42 18599 23211 1954 48 26 201 1585 180 30 178 25 87 34 928 202 61 42 37 25 21 26 38 871
leaf_count=209070 19883 33 22 30 25 21 30 33 44 25 65 20 102 27 71 187 218 523 22 22 24 94 28 36 21 504 42 18599 23211 1954 48 26 201 1585 180 30 178 25 87 34 928 202 61 42 37 25 21 26 38 871
internal_value=0 3.29307e-06 9.57431e-05 -7.76865e-05 -1.6639e-05 -7.72878e-05 -0.000567493 -0.00151044 9.17486e-05 -2.71299e-05 -0.000166282 0.0005447 -5.65737e-05 0.000474711 0.000115704 0.000155838 0.000143001 0.000260427 2.77518e-05 -1.01466e-05 -1.04251e-05 -0.000292494 0.00020224 -0.000570305 -0.00064411 5.31745e-07 -0.000219334 -9.58663e-06 -1.89564e-05 1.19821e-06 8.39932e-05 9.1324e-05 8.26202e-05 0.000112699 -0.000117128 -0.000243471 -0.000329099 -0.00011888 -0.000239106 -2.2757e-05 4.70798e-05 -7.0331e-05 -0.000334854 8.90545e-05 0.00055349 2.01357e-05 -0.000834763 6.13573e-05 0.000855089 -4.70596e-05
internal_weight=0 211114 2044 526 493 468 120 63 348 327 263 64 238 57 173 1518 1496 741 755 68517 68495 203 73 130 45 733 229 68292 49693 28939 5728 5680 5616 4881 735 555 525 347 322 235 3296 1342 342 140 79 1000 46 954 64 20754
internal_count=279631 211114 2044 526 493 468 120 63 348 327 263 64 238 57 173 1518 1496 741 755 68517 68495 203 73 130 45 733 229 68292 49693 28939 5728 5680 5616 4881 735 555 525 347 322 235 3296 1342 342 140 79 1000 46 954 64 20754
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=51
num_cat=0
split_feature=2 3 13 12 3 1 13 10 6 1 0 10 13 7 6 5 14 6 0 1 0 10 13 4 0 0 3 10 4 10 14 9 3 14 1 0 10 10 6 0 13 3 1 14 5 4 3 7 1 3
split_gain=0.00360691 0.0126625 0.0102528 0.00883992 0.00851327 0.00853099 0.00838859 0.0147288 0.0175108 0.0289257 0.0182119 0.0149783 0.0120289 0.0161372 0.0151162 0.0149152 0.0134645 0.0144242 0.0139293 0.0351693 0.0161928 0.0211776 0.014697 0.0124715 0.0192181 0.0116662 0.0189199 0.0125586 0.0116483 0.0112313 0.0110704 0.0106527 0.0152588 0.0104105 0.0204097 0.0184326 0.0133014 0.0193837 0.0185558 0.0139661 0.0111085 0.0104075 0.0128887 0.0125515 0.0100967 0.0217918 0.012702 0.0138835 0.0124774 0.0113315
threshold=2.5000000000000004 25.500000000000004 0.36474501108647456 8.5000000000000018 9.5000000000000018 1216.7019995911951 0.42705167173252284 0.81322674418604668 1.5000000000000002 3741.8673850150876 491.23829263604199 1.0000000180025095e-35 0.68301435406698574 6.5000000000000009 3.5000000000000004 1.5000000000000002 0.04819976771196284 1.5000000000000002 972.47622060718538 3297.5540643465279 937.98699740156701 0.96225071225071235 0.81934731934731941 7.5000000000000009 1033.4556649327824 698.85635485371711 23.500000000000004 0.89564428312159727 2.5000000000000004 0.95916666666666683 0.099019607843137278 2.5000000000000004 11.500000000000002 0.03883861236802414 2648.2431066574563 872.92399865907191 0.55086206896551737 0.25265957446808512 1.0000000180025095e-35 887.94124131670708 0.55086206896551737 29.500000000000004 2818.3175397299569 0.15470085470085473 4.5000000000000009 10.500000000000002 30.500000000000004 1.0000000180025095e-35 3007.5741317529969 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 28 8 9 11 -10 31 13 23 15 -14 17 -17 20 22 21 30 -20 -9 41 27 -27 -16 -2 -28 -18 32 -8 35 -35 -13 37 38 39 -36 -41 42 43 -25 45 49 48 -48 -46 -12
right_child=6 -3 -4 -5 -6 -7 7 12 10 -11 44 33 14 -15 25 16 18 -19 19 -21 -22 -23 -24 24 -26 26 29 -29 -30 -31 -32 -33 -34 34 36 -37 -38 -39 -40 40 -42 -43 -44 -45 46 -47 47 -49 -50 -51
leaf_value=-3.90155233717131e-05 -5.9987838466785064e-05 0.00014667807460576505 1.7496714997153464e-05 -0.00049765938816345506 -8.1687165439698438e-07 -0.00038087055782435111 -0.00050729446790592726 -0.00026705050949444984 0.00020242156987672897 0.0012656366751928414 -3.508381771334768e-05 -0.00041466005110320312 -0.0002658839764823382 0.00081476078921696173 -0.00081092035662467523 0.00011967262427788229 0.00057055972808810564 -0.0016153410309925676 0.0026968033681623641 -0.00052357743610627946 -0.00111038070393045 0.0011351008515048308 0.00087833388242870576 0.0010028816547803996 -0.0005590248274190754 -0.0013135336382590511 0.0002951635806802808 0.00058881508514987534 6.7638969919351891e-06 -0.00049093166871340605 3.4130682917997184e-05 0.00012262099901233506 9.1636087807864802e-06 -5.8569810668933703e-05 -0.00049235559795705376 0.0010184810676085027 -0.00070327559490330962 8.9043217909533389e-05 -0.00074064307284912303 -0.00014262534852605313 0.001295598575861418 0.001306545623810962 -0.00037726055086794791 0.00012799438848685218 -9.7938397258562332e-05 0.0011322690603581419 -0.00086132835131138565 0.00019702002870306348 -0.00052985650247060125 0.00011538538051631131
leaf_weight=13488 7129 1557 71944 92 76747 185 171 1834 1475 42 2541 37 327 39 22 25 106 23 20 30 27 50 25 56 102 54 63 59 78501 163 1038 1943 874 12984 57 57 176 288 218 25 29 21 82 153 1512 46 33 508 188 2465
leaf_count=13488 7129 1557 71944 92 76747 185 171 1834 1475 42 2541 37 327 39 22 25 106 23 20 30 27 50 25 56 102 54 63 59 78501 163 1038 1943 874 12984 57 57 176 288 218 25 29 21 82 153 1512 46 33 508 188 2465
internal_value=0 4.7678e-06 3.40772e-06 -7.79101e-06 -7.29258e-06 -4.36409e-05 -6.7635e-06 -2.95219e-05 -1.51482e-05 -4.48931e-05 4.21875e-05 -4.8158e-05 -0.000114949 -0.000193602 -2.64241e-05 3.69621e-05 0.000110646 -0.000711688 0.000141102 0.000802495 0.000100476 0.000127858 0.00168654 -0.000211096 3.6778e-05 -0.000319827 -0.000472705 0.00020864 1.20658e-06 -0.000271799 8.38348e-05 5.3385e-05 -7.53477e-05 -7.00317e-05 -7.36097e-05 0.000454372 -0.000319861 -0.000210492 -0.000472698 5.35356e-05 0.000629754 0.00023156 0.000153983 0.000362414 9.78031e-06 4.89631e-05 -7.85513e-05 0.000132463 -0.000145703 3.90086e-05
internal_weight=0 164013 162456 90512 90420 13673 115618 29988 25669 16901 8768 16859 4319 2287 2032 1671 1344 48 1296 75 1221 1194 45 2248 414 361 280 81 85630 226 1144 2988 1045 13871 13777 94 793 617 329 111 54 312 291 209 7293 5052 2241 541 1700 5006
internal_count=279631 164013 162456 90512 90420 13673 115618 29988 25669 16901 8768 16859 4319 2287 2032 1671 1344 48 1296 75 1221 1194 45 2248 414 361 280 81 85630 226 1144 2988 1045 13871 13777 94 793 617 329 111 54 312 291 209 7293 5052 2241 541 1700 5006
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=51
num_cat=0
split_feature=7 8 3 1 5 14 14 14 6 14 14 0 5 7 4 0 10 7 7 0 4 0 10 5 13 1 4 13 13 0 1 0 10 13 10 6 10 1 3 10 10 9 10 13 3 5 5 13 0 14
split_gain=0.00367503 0.00597574 0.00946893 0.0109215 0.0108987 0.00987113 0.0305855 0.0206378 0.0168465 0.0160882 0.0144247 0.00986091 0.0159174 0.0095376 0.00894176 0.020523 0.00856711 0.0103832 0.0132855 0.0276588 0.00987064 0.0115683 0.00959855 0.00930063 0.0126173 0.0116537 0.0102719 0.00956765 0.00934412 0.00882546 0.0118766 0.00839858 0.00810811 0.0104815 0.00798614 0.00755645 0.00957143 0.00808593 0.00735731 0.00729847 0.0107045 0.00726513 0.00707197 0.00723485 0.00705089 0.00700361 0.00905382 0.0100777 0.00985806 0.00691296
threshold=1.0000000180025095e-35 5.5000000000000009 35.500000000000007 3616.7164640063575 8.5000000000000018 0.043961352657004842 0.10582306830907055 0.23904761904761906 5.5000000000000009 0.48074074074074075 0.71714285714285719 1203.0768547389173 12.500000000000002 2.5000000000000004 5.5000000000000009 1146.5960345662522 0.54653679653679665 1.5000000000000002 4.5000000000000009 947.46592333298213 3.5000000000000004 809.90619584897706 0.72821969696969713 10.500000000000002 0.41763565891472876 2875.3264341504796 8.5000000000000018 0.16869918699186995 0.74133811230585434 605.82236088400703 2904.5200653263769 1013.9723183850269 0.059714795008912663 0.10620300751879701 1.0000000180025095e-35 1.0000000180025095e-35 0.58434959349593507 3007.5741317529969 27.500000000000004 0.18834459459459463 0.28759398496240607 2.5000000000000004 0.16472868217054268 0.10762548262548265 39.500000000000007 11.500000000000002 8.5000000000000018 0.28062500000000007 989.51400485044212 0.12632978723404256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 -5 44 14 -8 9 42 -11 16 -13 -10 -7 -16 17 20 29 -20 21 -3 35 25 27 -24 -27 38 -26 -19 49 -30 34 -34 -22 -18 -37 -38 -25 -35 -41 -42 -9 -44 -4 46 -32 48 -48 -31
right_child=1 2 5 4 -6 6 7 8 13 10 -12 12 -14 -15 15 -17 22 18 19 -21 32 -23 23 24 28 26 -28 -29 31 30 45 -33 33 39 -36 36 37 -39 -40 40 41 -43 43 -45 -46 -47 47 -49 -50 -51
leaf_value=6.4013803704961741e-06 -3.8112380908180741e-06 0.00022480686893686653 -0.0010565542383119465 -0.0013383332556663342 -0.00016526367008654316 5.270331894280389e-05 -0.00050450697352839565 0.0003355514587989698 -0.0013102595736199875 -0.0008482837105273374 0.00075768108403406536 5.3168240601692605e-05 0.0013017710869337015 0.00011934604143399547 0.0021070075661150946 0.00046143969788317915 7.1499079991227537e-05 0.00065956370031926791 0.0012043859018191069 -0.00056757366081001243 0.00059841908185499846 -0.00081808200416465596 -0.00014311550967168729 -0.0005068791843119211 -0.00095989773476806782 -0.00087120177960497568 0.00029253569107664666 0.0013492040697420981 0.00062947181988206203 0.00016258367433047465 0.00025025204469429082 -0.00060763412880275971 1.1562445621577001e-05 0.0013338256359295272 -0.00058803026142807029 -0.001543919621326495 -0.00087134005055607621 -6.6167074520225553e-05 0.00070522672594374716 -0.00032801753468811513 0.00033642617217265072 0.0015418417588807642 0.00078567871108437741 0.0019687250278366264 9.8709220066666597e-05 0.00081383103891064174 -0.0017424121803328906 3.1456740424883635e-05 -0.00033882137564621097 -0.00063450213145204565
leaf_weight=124436 152430 65 28 36 44 20 131 21 20 27 29 213 29 28 36 40 39 25 49 40 23 45 561 21 30 108 23 29 34 31 87 23 62 43 37 28 72 55 31 25 25 25 24 28 25 22 22 55 29 222
leaf_count=124436 152430 65 28 36 44 20 131 21 20 27 29 213 29 28 36 40 39 25 49 40 23 45 561 21 30 108 23 29 34 31 87 23 62 43 37 28 72 55 31 25 25 25 24 28 25 22 22 55 29 222
internal_value=0 -5.13265e-06 -7.79801e-05 -0.000119153 -0.000693145 0.000129957 0.000214124 -2.87586e-05 0.000323349 0.000620901 -1.66234e-05 -9.85431e-05 0.000202794 -0.000476323 0.000993374 0.00124092 -0.000135262 -2.48261e-05 -0.000154245 0.000408 0.00019038 -0.000201829 -0.000232915 -0.00016125 0.000172464 -0.000242268 -0.000666881 0.000621537 -0.000245638 -0.000255746 -0.000304641 0.000130289 0.000370142 0.000537931 -0.000133225 -0.000550603 -0.000707132 -0.000522643 0.000215722 0.000814498 0.00051675 0.000939134 0.00110996 0.0014227 -0.000511619 -3.14072e-05 -0.000127756 -0.000438007 -0.000944292 -0.000536835
internal_weight=0 155195 2765 2308 80 457 404 308 177 129 56 2228 242 48 96 76 1986 932 582 89 350 110 1054 860 168 692 131 81 87 493 468 57 240 180 60 194 155 127 52 118 75 50 73 52 53 215 193 106 51 253
internal_count=279631 155195 2765 2308 80 457 404 308 177 129 56 2228 242 48 96 76 1986 932 582 89 350 110 1054 860 168 692 131 81 87 493 468 57 240 180 60 194 155 127 52 118 75 50 73 52 53 215 193 106 51 253
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=51
num_cat=0
split_feature=7 0 5 7 10 10 4 10 8 0 7 10 12 10 3 0 4 12 8 13 3 13 13 12 3 5 14 14 9 14 4 14 14 0 10 5 0 4 12 2 0 10 9 10 13 13 10 10 6 5
split_gain=0.00357329 0.00851201 0.0244379 0.0142489 0.0100743 0.0130764 0.0117538 0.00972925 0.00968985 0.015819 0.0165398 0.0105396 0.0109898 0.0103877 0.0141406 0.0126982 0.0100496 0.00919773 0.0120383 0.0130302 0.0122883 0.0137501 0.0166436 0.012021 0.0128918 0.0155291 0.0179076 0.0117901 0.0111634 0.0168168 0.0164509 0.0135481 0.0106762 0.00903541 0.00847772 0.00827604 0.0143731 0.00817216 0.0104304 0.0208893 0.0125789 0.00886091 0.0103419 0.0352849 0.0148623 0.0151124 0.0173242 0.0189199 0.0149776 0.00813427
threshold=3.5000000000000004 924.13557371275863 5.5000000000000009 11.500000000000002 0.96362433862433872 0.95553359683794481 3.5000000000000004 0.053342816500711245 2.5000000000000004 876.4685166017922 4.5000000000000009 0.913664596273292 1.5000000000000002 0.077935222672064791 19.500000000000004 781.39118733466205 5.5000000000000009 2.5000000000000004 3.5000000000000004 0.03883861236802414 31.500000000000004 0.6984848484848486 0.82426470588235301 1.5000000000000002 30.500000000000004 8.5000000000000018 0.45584415584415588 0.6984848484848486 3.5000000000000004 0.11237373737373739 7.5000000000000009 0.30151515151515157 0.30495169082125612 1027.0057469844974 0.19756097560975613 6.5000000000000009 1104.0542682349771 2.5000000000000004 3.5000000000000004 3.5000000000000004 967.10338307104212 0.2022727272727273 1.5000000000000002 0.89564428312159727 0.28062500000000007 0.23166368515205729 0.46247654784240161 0.43050193050193059 2.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -6 -3 9 13 -11 12 16 15 -15 -4 -10 18 19 33 21 32 -23 24 49 26 -26 28 37 30 -30 34 -20 -9 -31 -25 -37 -19 39 41 -41 -39 -43 44 45 46 47 -44 -48 -21
right_child=1 7 3 -5 6 -7 -8 17 11 10 -12 -13 -14 14 -16 -17 -18 27 20 23 -22 22 -24 35 25 -27 -28 -29 29 31 -32 -33 -34 -35 -36 36 -38 38 -40 40 -42 42 43 -45 -46 -47 48 -49 -50 -51
leaf_value=1.1890491111129088e-06 -3.4761688961171636e-05 -0.00030717798695575427 0.00015376752744487022 0.0015357771690469235 -0.0011827063152200677 0.0007030504772728819 0.00011661743261831125 -0.00013129271306645346 0.00024858216668006267 0.0017027517443057149 0.00029018056591794024 -0.00049167964046958966 -3.681191898440608e-05 0.00076523207947348229 -0.00015630756403420352 0.001487892860126111 0.0011833486886619515 -0.00035685550378224845 -0.0010857394765480422 6.8900025747545502e-05 -0.00064956328768296179 0.0012710322057002134 -8.238766626591849e-05 -0.0003449860461899782 0.0022232523742353634 -0.00043713293038308618 0.00041223376674446254 0.00085451834027480797 0.00012111351926527594 6.8034535693836261e-05 0.0018984846708675228 0.00080879610721711764 -0.0001964540361762004 0.00089858991303021641 -0.0013703560153953732 0.0010095224541146308 -0.00047767962272645846 -0.00043483283265959472 -7.7461353443786143e-05 0.00029628670641354158 0.0019719311385415494 -3.9863869513586303e-05 0.00032653190331378333 0.0021974671001468477 -0.00030574281643279584 0.0016975211445242168 -0.00066831424663012684 0.0021259145567282325 0.00080767880869098011 -0.00032995906805606664
leaf_weight=267780 5548 417 42 20 28 128 46 34 129 40 43 81 351 53 194 31 37 180 45 441 204 31 85 504 21 25 39 40 23 21 30 27 135 57 20 32 33 75 1686 21 24 360 48 24 95 22 55 21 25 180
leaf_count=267780 5548 417 42 20 28 128 46 34 129 40 43 81 351 53 194 31 37 180 45 441 204 31 85 504 21 25 39 40 23 21 30 27 135 57 20 32 33 75 1686 21 24 360 48 24 95 22 55 21 25 180
internal_value=0 -2.68672e-05 9.83682e-06 0.000212153 0.000190147 0.000227191 -0.000375019 -7.57891e-05 0.000166342 0.000355842 0.000970938 3.86354e-05 0.000121722 0.000196302 4.14317e-05 0.000720314 0.000456934 -5.50966e-05 -0.000141071 -6.42362e-05 -0.000350983 -0.000145204 0.000279302 -0.000105492 3.23362e-05 0.000609848 0.00104609 2.26049e-06 -1.01045e-05 0.000459498 0.00112717 -6.08956e-05 -0.000418775 0.000513799 -0.000633619 -0.000276506 0.000254481 -3.16606e-05 -7.82712e-06 0.000144645 0.00118996 7.97629e-05 0.000139139 0.00036135 0.000195685 0.000474257 0.00029364 0.00087417 -0.000207066 -4.67113e-05
internal_weight=0 11851 6771 1223 1203 1129 74 5080 1001 403 83 598 517 320 247 73 166 4663 1866 1366 500 296 116 1275 706 85 60 2797 2757 121 53 68 180 91 41 569 65 2636 2456 770 45 725 650 290 266 171 149 69 80 621
internal_count=279631 11851 6771 1223 1203 1129 74 5080 1001 403 83 598 517 320 247 73 166 4663 1866 1366 500 296 116 1275 706 85 60 2797 2757 121 53 68 180 91 41 569 65 2636 2456 770 45 725 650 290 266 171 149 69 80 621
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=51
num_cat=0
split_feature=14 10 0 1 13 4 6 14 13 12 14 6 0 9 4 0 0 1 4 12 12 7 5 0 0 13 13 0 0 3 14 5 10 0 10 0 14 4 1 13 14 10 13 13 1 5 0 0 2 9
split_gain=0.00352403 0.00910138 0.0133229 0.0258831 0.00986111 0.013291 0.00912148 0.0110539 0.0106668 0.010404 0.00808366 0.023508 0.0124966 0.0119918 0.0114381 0.00979219 0.00784704 0.00743153 0.016997 0.0148711 0.0173656 0.0162858 0.0151504 0.0144084 0.0151318 0.0138473 0.0231688 0.0170319 0.0130432 0.0127417 0.012013 0.0119033 0.0159335 0.0116597 0.0113621 0.0113287 0.0107794 0.0107664 0.0199918 0.0125206 0.0127838 0.0125822 0.0108327 0.010069 0.00985521 0.0106958 0.00925 0.0106389 0.00923193 0.00935727
threshold=0.077677224736048281 0.96609195402298864 1242.5784396434321 3741.8673850150876 0.3816526610644258 5.5000000000000009 2.5000000000000004 0.05634920634920635 0.16869918699186995 6.5000000000000009 0.080540540540540564 1.5000000000000002 876.4685166017922 2.5000000000000004 6.5000000000000009 786.89210308344707 924.13557371275863 3364.5296915318181 7.5000000000000009 3.5000000000000004 6.5000000000000009 1.5000000000000002 6.5000000000000009 1027.0057469844974 1061.8284994139024 0.22792207792207794 0.32200460829493094 972.47622060718538 812.90213645256711 30.500000000000004 0.072299651567944254 5.5000000000000009 0.96362433862433872 841.89925940917726 0.43826219512195125 895.46853471908219 0.04210992907801419 8.5000000000000018 2554.1430983545456 0.32200460829493094 0.065942028985507259 0.63762626262626265 0.47722567287784684 0.053342816500711245 2263.042265477196 2.5000000000000004 1020.4796647730221 952.21519948873902 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 6 -6 9 -8 -9 -3 11 12 15 16 -15 -2 -14 18 48 21 29 22 30 33 -25 28 27 -27 -23 31 -20 32 37 -22 -33 -28 -35 38 43 40 -39 -42 -41 -21 -45 -46 47 -36 -1 -50
right_child=10 2 -4 -5 5 -7 7 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 23 25 -24 24 -26 26 35 -29 -30 -31 -32 34 -34 36 46 -37 -38 39 -40 42 41 -43 -44 44 45 -47 -48 -49 49 -51
leaf_value=-3.8818974329338022e-05 0.00072356829363884204 0.00037833291600630016 -0.0001812199187482073 0.0020112627757374536 0.00029589078851289667 -0.00080862135218113618 0.00027994477059110071 0.0019392002791423222 0.00043823687243275348 -0.00067782438087180766 1.362179683569727e-06 -0.00012448224042726369 -0.00068584873260988397 0.00017363137158099562 0.0015212301683101444 0.0019705009077824799 0.0002298695567510915 -0.00012244941031268561 7.0006194156817136e-05 -0.00063935399745017872 0.00034824717328704605 0.0008087481318416038 0.0011160180297200427 -0.00096980927823356723 0.00043062325698443719 0.0009258486246208436 0.0010113014949625274 0.0027955743445393939 -0.00016290976078193483 -0.0010623192895323999 -0.0010371354303340642 -0.00049150997535131566 -0.0013890390417224769 0.0021181531922103698 0.00096801255586678563 0.00020726345764463382 0.00061435731311741465 -0.00017931001082185395 -0.00042532335652471049 0.0011431360785220987 0.00010992498264829742 0.0012539387432351598 -0.00015343709698451374 -0.00030447292667690131 0.0011607842600992793 8.9637310635979947e-05 0.0012909910192161079 -0.00060877710231579843 0.0001629786233297175 -6.7901788408567638e-05
leaf_weight=19275 74 119 174 22 69 45 52 29 20 29 253427 289 32 32 31 20 87 1719 425 26 52 51 33 28 62 29 69 21 107 31 26 24 23 26 23 120 22 279 352 49 82 34 24 33 54 41 40 20 1182 698
leaf_count=19275 74 119 174 22 69 45 52 29 20 29 253427 289 32 32 31 20 87 1719 425 26 52 51 33 28 62 29 69 21 107 31 26 24 23 26 23 120 22 279 352 49 82 34 24 33 54 41 40 20 1182 698
internal_value=0 -1.76667e-05 0.000181874 0.000345973 0.000245047 -0.000140101 0.000421379 0.00078771 0.00132656 0.000171383 1.78335e-06 0.000190698 0.000520724 0.000278933 0.000836736 0.000988873 -1.6374e-05 -2.21142e-05 -1.47312e-05 0.000117342 1.14848e-05 0.000276548 8.18506e-05 0.000453898 -5.06687e-06 0.000513912 0.000754009 0.00171113 0.000150727 -6.25756e-05 6.17985e-06 -3.45031e-05 -8.82885e-05 0.000866967 0.000466656 0.000500801 0.00142891 -5.75726e-05 -0.000217445 0.000115281 4.10196e-06 0.000445239 0.000716865 0.000257706 0.000439921 0.0006985 0.000743716 0.000234622 -2.85034e-05 7.72581e-05
internal_weight=0 25639 559 385 363 114 249 101 49 148 253992 565 276 182 63 94 119 25080 23361 2206 1325 881 484 190 90 397 239 50 158 1135 451 1104 997 100 107 189 48 974 506 468 395 116 73 154 128 95 83 43 21155 1880
internal_count=279631 25639 559 385 363 114 249 101 49 148 253992 565 276 182 63 94 119 25080 23361 2206 1325 881 484 190 90 397 239 50 158 1135 451 1104 997 100 107 189 48 974 506 468 395 116 73 154 128 95 83 43 21155 1880
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=51
num_cat=0
split_feature=3 1 1 1 9 10 10 5 4 6 0 1 1 10 0 0 0 3 1 3 0 0 0 7 1 3 0 7 1 7 1 8 4 0 5 12 0 1 5 13 13 9 4 6 0 3 0 10 0 6
split_gain=0.0035311 0.0227012 0.0133646 0.00856299 0.00840613 0.00984845 0.0150657 0.011856 0.0101158 0.00933202 0.0116746 0.0141651 0.00867701 0.00955494 0.00959388 0.00928223 0.00829878 0.00784689 0.0186734 0.0141262 0.0228675 0.0134548 0.0120871 0.0119144 0.0108332 0.010444 0.0196643 0.0189649 0.0146881 0.0136067 0.0119443 0.011943 0.0118721 0.0103854 0.0101667 0.00921478 0.00997121 0.00918071 0.00964963 0.00904531 0.01083 0.0126294 0.00956696 0.00878156 0.0088615 0.00859462 0.00856608 0.0107487 0.0139908 0.00938872
threshold=10.500000000000002 1222.6315142320243 1268.6169496378952 1357.6621260085051 2.5000000000000004 0.71240601503759404 0.79772727272727284 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 486.27124121777877 959.41970187261416 843.50574584286312 0.59761904761904772 462.5928975098721 453.77119419176705 1222.5833773881889 12.500000000000002 1558.814692156295 14.500000000000002 942.80558483579864 698.85635485371711 450.88278980212209 1.0000000180025095e-35 1670.9124033635953 16.500000000000004 957.12540010465557 1.0000000180025095e-35 1894.0094888517563 1.5000000000000002 2036.9135851320555 1.5000000000000002 2.5000000000000004 821.95600019910705 1.5000000000000002 3.5000000000000004 559.80756794594708 1730.9070208596752 2.5000000000000004 0.13100686498855837 0.46291208791208799 2.5000000000000004 2.5000000000000004 5.5000000000000009 613.81734419944712 13.500000000000002 658.36447093627214 0.81322674418604668 531.24310060465211 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 16 5 8 -7 9 12 10 -8 -12 -1 14 -14 -15 -3 21 -19 20 23 46 -21 37 39 26 29 -28 43 30 31 35 -31 -25 -23 -26 -37 38 45 -24 41 -41 -42 -27 -45 -20 47 49 -49 -4
right_child=2 3 17 -5 -6 6 7 -9 -10 -11 11 -13 13 15 -16 -17 -18 18 19 22 -22 34 24 33 25 28 27 -29 -30 32 -32 -33 -34 -35 -36 36 -38 -39 -40 40 42 -43 -44 44 -46 -47 -48 48 -50 -51
leaf_value=0.00021548037169779544 5.409490197285824e-05 -9.0732421984727907e-05 -3.7367538155676597e-06 -0.00037786906731608643 -8.0239535047223312e-05 -0.0001256866504682545 -1.3532535374699492e-05 -4.5479360962304225e-05 0.00024722701398496757 -2.5002687452703682e-05 0.00089177953988029107 7.9181088231074464e-05 7.8307624493743563e-05 -6.7025504044652604e-05 -1.8980676178249407e-05 0.00018259487315905396 0.00084081967558328563 4.6366519213094864e-05 -1.7931402258044858e-05 0.00023097980078163507 -0.0014705030922154297 -4.5135578573219317e-05 0.00017254192750293317 -6.33369405721663e-05 4.0474001479550959e-06 6.4445479740664089e-05 -8.8579523856303259e-05 -0.00046324808908779815 8.6186714039774198e-07 -0.00034273889123222131 -0.00031149970767489966 -5.8267494217607346e-05 -7.1173666160594777e-05 -0.0002200965667829027 -0.00017221049675625636 -0.00026336697939531524 0.00011411480582607966 -0.00010701217410848952 -8.5804258042345555e-05 -8.2068318223585667e-05 -0.00010170712142768267 0.0002940699933280273 0.00015179093744329899 0.0011674192517862789 0.00021533332060861551 8.6480176397460521e-05 3.4914644843809573e-05 -0.00025783089847268261 -4.299289873967224e-05 0.00068310879025375477
leaf_weight=603 12044 6224 10114 264 3060 2623 4901 9838 552 6928 54 7825 3430 490 9701 1552 24 22677 3917 581 28 5982 1517 5568 10439 8065 1175 474 95864 454 305 5565 3545 1304 2136 184 3554 2048 2109 2151 455 249 2045 35 81 3967 8843 1011 3026 50
leaf_count=603 12044 6224 10114 264 3060 2623 4901 9838 552 6928 54 7825 3430 490 9701 1552 24 22677 3917 581 28 5982 1517 5568 10439 8065 1175 474 95864 454 305 5565 3545 1304 2136 184 3554 2048 2109 2151 455 249 2045 35 81 3967 8843 1011 3026 50
internal_value=0 -1.09751e-05 2.87645e-06 -9.89399e-05 1.35459e-07 5.20685e-06 -1.08457e-05 -6.50491e-07 3.68332e-05 2.17275e-05 4.70599e-05 8.47504e-05 2.94715e-05 2.20792e-05 6.43238e-06 0.000122696 -8.71541e-05 -6.78054e-08 3.97681e-06 -2.19789e-06 -4.26658e-05 -2.32172e-05 3.40773e-06 -4.05519e-05 2.43665e-06 -6.99929e-07 -2.92464e-05 -0.000196277 6.34991e-06 -1.77919e-05 -9.93201e-07 3.80391e-06 -0.000102004 -9.30829e-05 -7.85714e-05 2.81692e-05 9.55336e-05 -1.05716e-05 9.19327e-06 6.58526e-05 3.28225e-05 -4.3044e-05 0.000105654 7.06582e-05 0.000502601 3.46055e-05 -3.71686e-06 -2.77728e-05 -9.67955e-05 -3.57939e-07
internal_weight=0 58069 221562 6512 51557 48497 32169 29546 16328 19708 12780 7879 15776 15173 13131 2042 6248 209518 178356 155679 18941 31162 136738 18913 136157 129740 25695 1649 104045 24046 20047 19742 3999 6872 8118 14177 3738 12041 9993 6417 4900 2400 2500 8181 116 7884 23044 14201 4037 10164
internal_count=279631 58069 221562 6512 51557 48497 32169 29546 16328 19708 12780 7879 15776 15173 13131 2042 6248 209518 178356 155679 18941 31162 136738 18913 136157 129740 25695 1649 104045 24046 20047 19742 3999 6872 8118 14177 3738 12041 9993 6417 4900 2400 2500 8181 116 7884 23044 14201 4037 10164
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=51
num_cat=0
split_feature=7 3 1 1 4 1 5 3 5 6 0 8 0 0 3 1 0 1 13 6 4 0 10 4 3 0 5 1 5 3 3 13 0 0 6 5 10 1 13 13 8 14 12 0 0 5 6 0 7 8
split_gain=0.00359266 0.0056167 0.0231511 0.0163152 0.011875 0.0104055 0.0124125 0.00951681 0.00981908 0.00928452 0.0154113 0.0126689 0.0102238 0.0099137 0.00927181 0.0177062 0.0171366 0.0135371 0.0134953 0.0117631 0.0114404 0.00998767 0.0133782 0.0116528 0.00978052 0.0111838 0.010695 0.00928685 0.00910323 0.0144792 0.00906035 0.0111525 0.00860776 0.00858687 0.00824096 0.0160974 0.00959635 0.00918445 0.0137293 0.00863729 0.0119777 0.0101057 0.0092023 0.0106443 0.0081466 0.00801912 0.00794828 0.00790677 0.00782112 0.0117484
threshold=1.0000000180025095e-35 21.500000000000004 2263.042265477196 2452.3200893468074 8.5000000000000018 2423.1344677252664 1.0000000180025095e-35 19.500000000000004 4.5000000000000009 4.5000000000000009 1078.5099592134823 1.0000000180025095e-35 658.36447093627214 737.86994514254707 18.500000000000004 1925.0712920527774 1046.9030864338465 2118.0588098971061 0.79772727272727284 2.5000000000000004 6.5000000000000009 742.73246783470552 0.30860805860805868 3.5000000000000004 17.500000000000004 714.86761375774711 4.5000000000000009 2010.0693574974659 2.5000000000000004 19.500000000000004 20.500000000000004 0.83527131782945752 509.37451214308106 1433.692583700579 1.5000000000000002 3.5000000000000004 0.15470085470085473 2138.0891213547147 0.15504807692307696 0.44590643274853808 1.0000000180025095e-35 0.41801075268817212 2.5000000000000004 705.86497258682209 553.78493563180712 3.5000000000000004 2.5000000000000004 1054.4749595559522 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 9 5 7 -7 -4 -9 -3 11 -11 -13 -14 15 20 19 18 32 24 33 22 23 -21 25 -17 -26 -28 29 -20 31 34 -16 -2 36 39 37 38 -19 -36 41 -41 43 -42 -39 -8 -31 -33 49 -34
right_child=1 3 4 -5 -6 6 45 8 -10 10 -12 12 13 -15 17 16 -18 30 28 21 -22 -23 -24 -25 26 -27 27 -29 -30 46 -32 47 48 -35 35 -37 -38 44 -40 40 42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=6.3292318220076368e-06 -6.1166881329793361e-06 0.00010785810779113867 -0.00024643249643031969 -2.3821612543613236e-06 0.00023412941892344793 0.00012366076473040695 -0.00025406448571441571 -2.9221665853465952e-05 -0.00027500900593231708 -0.0011070631778178116 0.00025090158186477266 0.00052624312445958622 -0.0011625114920353818 -0.00020025244878951878 -0.00048205835587027281 -2.5163992976679308e-05 -0.00031058904711240795 0.00021063075718385255 0.0002274631341161365 -0.00058506777347523329 0.00011589741539348757 -1.7335807698804397e-05 -0.00067876360764954416 0.00013984773635531049 2.6706165721661428e-05 -0.00019362622702657036 -0.00014062388128137574 -0.00083271233826784092 0.00018834186057959285 0.001859851353974254 8.8867533102235941e-05 -0.0005746847698343575 0.00031680797720544808 0.00080059149838758242 -0.00011369506575832987 -0.00044084507318320763 5.4805461979103953e-05 0.00034421439350077056 -0.0010668209844252802 0.00033936173855819138 0.00081342943330210715 0.001466760422801599 0.00057397667093182661 -0.00036328324069209456 -0.00013120002518966735 -0.00073700456905694467 0.00067735015802706286 -1.8334343704693657e-05 -1.6142770269381484e-05 6.7174945830874089e-05
leaf_weight=124436 83407 5334 731 31551 260 212 1135 4277 449 45 179 41 31 196 74 2317 702 33 94 89 1977 290 215 147 4650 1714 236 61 875 27 1709 163 553 33 1132 315 3126 102 58 97 22 25 47 152 773 93 30 105 2120 3191
leaf_count=124436 83407 5334 731 31551 260 212 1135 4277 449 45 179 41 31 196 74 2317 702 33 94 89 1977 290 215 147 4650 1714 236 61 875 27 1709 163 553 33 1132 315 3126 102 58 97 22 25 47 152 773 93 30 105 2120 3191
internal_value=0 -5.0748e-06 -1.04324e-05 1.18131e-05 -9.75852e-05 -0.00011009 -0.000229645 -7.85417e-05 -5.2573e-05 8.86882e-05 -0.000119142 -0.000330764 -0.000200416 -0.000331662 -4.79577e-06 -1.04876e-05 -7.20169e-05 3.20049e-05 8.27645e-05 -5.47849e-05 -2.98097e-06 -0.000246255 -0.000393454 -0.000133531 -3.89819e-05 -9.67949e-05 8.12634e-06 -0.00028277 0.000250212 0.000608729 -1.29741e-05 -4.12745e-05 5.38321e-05 -5.79764e-06 -2.69023e-05 -0.000116385 1.22408e-05 -0.0001255 -0.000603569 -4.70932e-05 0.000172713 0.000570386 -4.68177e-05 -0.000214503 -7.57803e-05 -0.000290639 0.00123748 -0.000356712 6.05947e-05 0.000104046
internal_weight=0 155195 117818 37377 7157 6897 1440 5457 4726 5826 492 313 268 227 110661 95838 10421 14823 6964 9719 85417 741 451 236 8978 4031 4947 297 1026 151 7859 6150 5938 83440 5882 1790 4092 966 91 1475 343 122 221 174 875 1228 57 268 5864 3744
internal_count=279631 155195 117818 37377 7157 6897 1440 5457 4726 5826 492 313 268 227 110661 95838 10421 14823 6964 9719 85417 741 451 236 8978 4031 4947 297 1026 151 7859 6150 5938 83440 5882 1790 4092 966 91 1475 343 122 221 174 875 1228 57 268 5864 3744
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=51
num_cat=0
split_feature=7 5 0 0 7 1 4 10 4 14 0 10 7 8 1 6 3 1 0 5 6 0 13 0 13 14 14 8 10 0 13 10 1 10 13 0 0 0 0 6 1 7 5 13 10 8 4 7 12 13
split_gain=0.00367023 0.00770212 0.0266557 0.0156612 0.0164722 0.00954717 0.00933248 0.0190432 0.0108984 0.0238231 0.0161783 0.0207909 0.0124406 0.0101103 0.00934411 0.00916023 0.00880242 0.0133766 0.0104343 0.016513 0.00875256 0.00921236 0.0131209 0.00923055 0.0146612 0.0108097 0.0212609 0.012583 0.0117147 0.0174607 0.0137697 0.010828 0.0101708 0.00995624 0.00908589 0.0136925 0.0110726 0.0103786 0.011693 0.00966809 0.00971579 0.00859259 0.00887163 0.0100183 0.0084577 0.00844539 0.00899136 0.00838204 0.0103232 0.0129387
threshold=3.5000000000000004 5.5000000000000009 952.21519948873902 942.80558483579864 11.500000000000002 2846.3956359091098 10.500000000000002 0.16472868217054268 8.5000000000000018 0.47673160173160178 1104.0542682349771 0.60232558139534886 4.5000000000000009 3.5000000000000004 3616.7164640063575 6.5000000000000009 35.500000000000007 3906.2051313837133 1364.7041533538422 7.5000000000000009 1.0000000180025095e-35 928.78428753650576 0.72850122850122856 907.74089229267565 0.10762548262548265 0.23166368515205729 0.27386363636363642 7.5000000000000009 0.087595907928388769 757.83164246805711 0.037749287749287756 0.032795698924731186 3438.6371619929478 0.40238095238095245 0.14459930313588851 806.96991629943716 798.01459575955221 781.39118733466205 750.05186893448547 2.5000000000000004 2606.2997478250472 6.5000000000000009 9.5000000000000018 0.20256410256410259 0.60232558139534886 2.5000000000000004 3.5000000000000004 9.5000000000000018 1.5000000000000002 0.13423423423423428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 15 -5 8 -8 47 10 11 12 -10 -11 -12 20 -9 -18 19 -19 41 23 -23 25 -25 28 -27 34 31 -30 -31 -22 -32 -26 36 37 -28 38 -36 40 -38 42 43 44 -3 -45 -47 -4 -49 -50
right_child=1 2 6 5 -6 -7 7 16 9 13 14 -13 -14 -15 -16 -17 17 18 -20 -21 21 22 -24 24 33 26 27 -29 29 30 32 -33 -34 -35 35 -37 39 -39 -40 -41 -42 -43 -44 45 -46 46 -48 48 49 -51
leaf_value=1.2050700436471598e-06 -5.2028167009313602e-05 0.0015941343575832435 -7.4225358497977928e-05 0.0016303693618586598 0.0015584818187302776 0.00032132602299008377 -0.0017148314043879511 -0.0011137460993663609 0.0011676988431385585 -0.0016081138921435923 -0.00040960699209244923 0.0021282042528452754 -0.0003668473102152348 -0.00017505456971775857 0.00043958188110517095 0.0008178472960823956 0.0011341905055815005 7.8554830201937883e-05 0.00035318285866733044 -0.0015841082082520839 -6.7135531433104052e-05 -0.00096353288303981436 0.00056552825728431347 0.0015310694563335607 -0.00076560041168704639 0.0012981652186135762 0.00018788656255613509 0.0013295623252633959 0.00036198791628047616 0.00044190295040607452 -0.00089086798083810913 0.0012471406648983249 0.00012052962692299239 0.00058981956154595882 -3.3964586196347114e-05 0.00062696657440930361 -0.0010570521170104091 -0.00083033491524734662 0.0012506436719559135 -0.0013767119392286986 0.00031684712345351378 -0.00055999756746348886 -0.0002628494142300042 -0.00027015582741930701 0.00056463850750809632 -0.00011335197757164548 0.0012101142409268175 -0.001213389148029524 -0.0009834295532782564 0.00054540084516526311
leaf_weight=267780 8597 38 1323 30 21 26 25 23 28 20 50 28 25 32 92 49 20 32 39 28 42 47 20 28 20 40 72 20 71 30 145 25 30 42 155 119 22 35 20 30 31 21 32 39 42 21 33 37 25 31
leaf_count=267780 8597 38 1323 30 21 26 25 23 28 20 50 28 25 32 92 49 20 32 39 28 42 47 20 28 20 40 72 20 71 30 145 25 30 42 155 119 22 35 20 30 31 21 32 39 42 21 33 37 25 31
internal_value=0 -2.72292e-05 3.8289e-05 0.000203385 0.000169149 0.0010226 -8.5755e-05 -0.000442337 -5.05397e-05 0.000237496 0.000462221 0.0010261 0.000443856 -0.000726231 0.000140572 0.000147029 -0.000218306 -4.52381e-05 -0.000283507 -0.000697355 0.000121147 6.00757e-05 -0.000507097 9.89709e-05 0.000581448 5.0016e-05 0.000188616 0.000100557 -0.000169804 -0.000313774 -0.000547819 0.000423266 -0.000717486 0.000152587 4.97712e-05 0.000198467 -0.000265848 -4.43493e-05 0.000112848 -0.000659449 -0.000253451 0.000403266 0.000501942 0.000643406 0.00105365 0.000290509 0.000695433 -0.000106479 -0.000565309 -0.000137113
internal_weight=0 11851 3254 1396 1340 56 1858 167 1691 275 223 81 53 52 142 1319 142 119 99 60 1270 1044 67 977 90 887 544 504 343 276 205 67 175 62 484 329 155 210 175 83 53 226 205 173 80 93 54 1416 93 56
internal_count=279631 11851 3254 1396 1340 56 1858 167 1691 275 223 81 53 52 142 1319 142 119 99 60 1270 1044 67 977 90 887 544 504 343 276 205 67 175 62 484 329 155 210 175 83 53 226 205 173 80 93 54 1416 93 56
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=51
num_cat=0
split_feature=8 7 6 3 1 0 5 14 1 0 3 14 14 14 7 6 13 13 13 5 10 10 9 9 1 13 0 13 4 12 12 4 10 1 14 13 4 5 13 10 13 1 14 14 13 13 0 3 1 0
split_gain=0.00354154 0.00569732 0.00538877 0.00486463 0.0193091 0.013992 0.0186939 0.0333214 0.0126006 0.02218 0.0178651 0.0163684 0.0164874 0.0125861 0.0109519 0.0127767 0.0260459 0.0134898 0.0107117 0.0101293 0.00999329 0.0093383 0.0127754 0.0175902 0.0165385 0.0139826 0.0120315 0.00894144 0.0134274 0.0186443 0.00880297 0.00873895 0.00891894 0.00962349 0.00857902 0.0194986 0.0142155 0.0134363 0.01333 0.0107811 0.00992261 0.0131994 0.0246788 0.0167608 0.0103137 0.0096054 0.00903718 0.0128858 0.0131073 0.0126483
threshold=1.5000000000000002 16.500000000000004 10.500000000000002 14.500000000000002 1697.8650502057942 815.90331358780702 3.5000000000000004 0.49418604651162795 1487.7388556757253 977.9268823093272 12.500000000000002 0.099019607843137278 0.3623737373737374 0.32200460829493094 1.5000000000000002 1.0000000180025095e-35 0.087595907928388769 0.42705167173252284 0.29893617021276603 1.5000000000000002 0.88303693570451447 0.084523809523809543 2.5000000000000004 3.5000000000000004 3521.6014656366374 0.15075757575757578 977.9268823093272 0.19098277608915909 3.5000000000000004 5.5000000000000009 4.5000000000000009 5.5000000000000009 0.79772727272727284 1540.7638108329954 0.059714795008912663 0.74133811230585434 7.5000000000000009 2.5000000000000004 0.81365740740740755 0.036375661375661381 0.10620300751879701 2969.5094685919271 0.36474501108647456 0.10582306830907055 0.68496240601503777 0.42705167173252284 633.83839370098701 24.500000000000004 2536.1172374379967 818.89450838190703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 30 31 8 -8 10 -10 11 -7 13 18 15 16 -14 -18 -13 -20 -19 22 -6 24 34 26 -26 28 29 -25 -5 -1 33 -33 35 36 37 -24 -37 -38 46 44 43 -43 -42 -39 -36 48 -48 -49
right_child=1 -3 -4 4 21 6 7 -9 9 -11 -12 12 14 -15 -16 -17 17 20 19 -21 -22 -23 23 27 25 -27 -28 -29 -30 -31 -32 32 -34 -35 40 38 39 45 -40 -41 41 42 -44 -45 -46 -47 47 49 -50 -51
leaf_value=-1.9232898455494586e-06 -8.3070947937471234e-06 -0.00074856857737848684 0.00051760349688622373 0.00010665055028452234 3.2178536103539107e-05 -0.0012001869337046115 0.00020169407998764656 -0.0024922792879144917 -9.3077323039601799e-05 -0.001761781508103013 0.0016265457053668796 0.00079789767738762559 -0.0015995993859424082 0.0015455358482610723 0.00077280602770659962 0.00039508901412993892 0.00031615932472050189 5.2694177989346481e-05 0.0003230422109481879 -0.00086380662396550183 -0.0012580158806293075 1.4836431133795931e-05 -0.00025653029488645367 -0.00018614976245827372 0.00047747508603303388 -0.0013997404173844391 -0.00091629117246725409 0.00014383655183228128 2.7716955430117075e-05 -0.0013706649973028108 -0.00025294920908345376 0.00025848755493687456 1.0639351890337764e-06 4.5180205778109218e-05 -1.4435262009345291e-05 0.0017209042463003209 0.001398996029908223 0.00058701681388056591 0.00032687971759785681 -3.3636351872701198e-05 -4.1521093703176638e-05 0.0003957452170046357 0.00077904085189705566 -0.0010591557847987037 -0.00032518632121311512 -0.00048296081971515106 -0.00029393132942381618 0.00048369296600059091 -0.00077559338641464918 -0.00034778100380208345
leaf_weight=108366 84703 26 51 6190 5084 23 24 22 4591 20 20 76 37 26 33 66 80 26 64 25 33 56672 381 196 30 45 32 1184 1131 40 175 981 2272 1147 328 27 29 94 47 24 3680 24 30 113 351 27 619 90 183 93
leaf_count=108366 84703 26 51 6190 5084 23 24 22 4591 20 20 76 37 26 33 66 80 26 64 25 33 56672 381 196 30 45 32 1184 1131 40 175 981 2272 1147 328 27 29 94 47 24 3680 24 30 113 351 27 619 90 183 93
internal_value=0 -8.53425e-06 3.71006e-06 3.57556e-06 1.33579e-05 -2.8048e-06 -8.32697e-05 -0.00108673 -7.42542e-05 -0.000100315 0.000161831 0.000101924 0.000166192 0.000523056 -8.1667e-05 -0.000198186 -0.000420664 -0.000106847 0.000361938 -1.03423e-05 -0.000680415 5.83348e-06 -3.09203e-05 -6.73824e-05 -0.000112561 -0.000728835 -0.000241888 4.3253e-05 -4.38655e-05 -0.000386915 9.67637e-05 8.81436e-07 6.9958e-05 0.000143514 -0.000101821 7.31208e-05 -2.85312e-05 -0.000110754 0.00083551 0.000750257 -0.000121789 -8.42672e-05 -0.000519853 -0.000804283 -6.62213e-05 0.000348261 -0.000241754 -0.00031745 -0.000403837 6.11406e-05
internal_weight=0 84729 194902 194851 76919 117932 5166 46 5120 4611 509 489 466 191 275 242 176 139 165 89 59 70554 13882 8798 6247 107 62 2551 1367 236 6365 112766 4400 2128 6140 629 555 502 74 53 5511 4198 167 137 4031 121 1313 985 802 183
internal_count=279631 84729 194902 194851 76919 117932 5166 46 5120 4611 509 489 466 191 275 242 176 139 165 89 59 70554 13882 8798 6247 107 62 2551 1367 236 6365 112766 4400 2128 6140 629 555 502 74 53 5511 4198 167 137 4031 121 1313 985 802 183
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=51
num_cat=0
split_feature=7 3 1 3 5 10 1 8 5 10 6 14 14 3 5 3 3 14 13 0 6 1 13 0 4 12 0 8 4 5 10 12 13 10 9 13 0 10 9 0 6 13 14 5 14 4 0 10 10 9
split_gain=0.00362971 0.00675682 0.0143643 0.0180888 0.0149498 0.0138863 0.0134847 0.013431 0.0131235 0.0145399 0.0181566 0.0140646 0.0135503 0.0125894 0.0130164 0.0123893 0.0126645 0.0138445 0.0212406 0.012185 0.0118304 0.0111142 0.0108456 0.0114083 0.0175127 0.010877 0.0108211 0.0107666 0.0121363 0.0102345 0.0149902 0.0101429 0.0174998 0.0108942 0.0116736 0.0101186 0.0095192 0.00946789 0.00946525 0.0124651 0.00943423 0.0123605 0.0100822 0.00974353 0.0133643 0.0143265 0.00921591 0.00887209 0.011406 0.0087889
threshold=1.5000000000000002 27.500000000000004 3438.6371619929478 30.500000000000004 3.5000000000000004 0.96609195402298864 3091.4684149673285 4.5000000000000009 7.5000000000000009 0.36899313501144165 2.5000000000000004 0.19399641577060936 0.063164893617021281 37.500000000000007 8.5000000000000018 32.500000000000007 34.500000000000007 0.099019607843137278 0.050641025641025648 1203.0768547389173 3.5000000000000004 3741.8673850150876 0.10762548262548265 995.44446815408207 8.5000000000000018 2.5000000000000004 895.46853471908219 1.5000000000000002 11.500000000000002 5.5000000000000009 0.48074074074074075 3.5000000000000004 0.28708791208791212 0.12660256410256412 3.5000000000000004 0.27149877149877155 947.46592333298213 0.85092592592592597 1.5000000000000002 1364.7041533538422 3.5000000000000004 0.24695121951219515 0.03509852216748769 2.5000000000000004 0.099019607843137278 7.5000000000000009 957.12540010465557 0.13714733542319751 0.6198686371100165 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 19 40 7 -1 38 12 10 13 20 26 14 -10 31 27 -18 -19 -4 -12 -13 37 24 -24 -25 -5 -17 29 46 -31 32 -14 34 36 -32 -33 -11 39 -6 42 -42 -3 44 -44 -46 -29 -45 -49 -20
right_child=-2 2 3 8 5 -7 -8 -9 9 22 11 21 15 -15 -16 16 17 18 49 -21 -22 -23 23 25 -26 -27 -28 28 -30 30 35 33 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 43 47 45 -47 -48 48 -50 -51
leaf_value=2.6378712138830084e-06 -9.9993738204866626e-06 0.0012071773306363159 -0.00028114408472632664 0.00052359684232214929 -0.00056159069001464953 0.0005991918297509149 -0.00020538600235545405 0.0002742036482124292 -0.0014375927042575704 6.445527569455809e-05 -0.00036898436535718953 -1.5341490105693711e-05 0.0010551519780333534 -0.0020923167304135858 -0.00018038720870390535 0.0010731346628920413 0.00075959538517054179 0.00067038151695409656 -0.00058176119877555079 -0.0014267953376329388 0.00083006792847299953 -0.0014119305697801923 0.00089639834302943197 -0.00026317963660967112 -0.0010137021989794447 0.00098580027390400777 -0.00028769043316009683 -0.0010029594030269296 0.0012335376322568795 0.0011965307872095663 -0.00089612569548383676 -0.0019425919767291772 -0.00043530224225363668 4.2366411123396971e-05 -3.881013962318716e-05 0.00059264911462378225 -0.00041840724679786945 -0.00079018883015333609 2.411850782125008e-05 0.00041224157581122459 0.00045660267083754617 0.0016597781617504856 -0.00012777895691755661 0.00067675028129836876 0.0017570622813056819 0.00047616049699156481 0.00020623020245693626 -0.00052594684089169754 0.00038547633579967696 0.00028049851900551658
leaf_weight=205307 68517 27 324 48 151 122 782 507 35 86 36 29 54 20 50 83 67 70 122 25 48 28 20 23 30 72 286 26 35 45 21 21 31 335 46 25 20 52 1383 42 74 30 69 34 27 114 40 101 52 39
leaf_count=205307 68517 27 324 48 151 122 782 507 35 86 36 29 54 20 50 83 67 70 122 25 48 28 20 23 30 72 286 26 35 45 21 21 31 335 46 25 20 52 1383 42 74 30 69 34 27 114 40 101 52 39
internal_value=0 3.24529e-06 6.05305e-05 -3.17812e-05 0.000137947 8.07222e-05 1.84853e-06 5.03558e-05 2.77499e-05 -0.000184699 -0.000465856 -9.51712e-05 0.00010723 -0.000963633 -0.00069806 0.000193306 0.000352604 0.000126793 -5.67477e-05 -0.000363211 0.000316188 -0.000701385 5.96987e-05 0.000361665 -0.000249662 0.000683416 -0.000171098 0.000597301 0.000391602 0.000203909 0.000547709 1.32717e-05 0.000511575 -8.70974e-05 -0.000585607 -8.7009e-05 -0.00119909 -0.000257585 -2.16562e-05 -0.000349669 0.000376924 0.000803673 0.000272249 0.000208665 0.000442411 0.00072144 -0.000270117 -5.38308e-05 -0.000216182 -0.000372891
internal_weight=0 211114 5025 2292 2733 2205 206089 2083 1943 529 246 141 1414 105 85 1080 573 298 231 349 84 57 283 145 50 95 334 275 192 157 91 507 85 422 87 46 41 138 1576 193 528 104 424 397 210 141 66 187 153 161
internal_count=279631 211114 5025 2292 2733 2205 206089 2083 1943 529 246 141 1414 105 85 1080 573 298 231 349 84 57 283 145 50 95 334 275 192 157 91 507 85 422 87 46 41 138 1576 193 528 104 424 397 210 141 66 187 153 161
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 9 1 10 10 3 1 3 3 9 10 10 0 13 13 0 0 1 3 7 1 1 3 1 0 3 5 8 1 10 0 0 10 9 8 10 6 10 12 5 14 7 7 1 4 4
split_gain=0.00346595 0.0166238 0.0165561 0.00823684 0.00916985 0.0127829 0.0102574 0.00939219 0.00830392 0.00869165 0.00801995 0.011767 0.00906742 0.0119511 0.0113404 0.0106868 0.00856045 0.00763987 0.00834151 0.00762902 0.00759854 0.00757813 0.0138374 0.0145047 0.0139747 0.0125893 0.0145987 0.0129205 0.011019 0.0094961 0.0108041 0.00903851 0.0107663 0.00879002 0.00869721 0.00842917 0.0128964 0.00866607 0.00925803 0.00930831 0.00886014 0.00858644 0.00839584 0.00968895 0.00791327 0.00871712 0.0100706 0.00853324 0.00787806 0.00777587
threshold=11.500000000000002 1379.8125525987941 1396.6810752259844 12.500000000000002 486.27124121777877 3.5000000000000004 2207.0293116104267 0.17445652173913045 0.55718954248366026 15.500000000000002 1205.6450475795143 10.500000000000002 9.5000000000000018 2.5000000000000004 0.79772727272727284 0.54415584415584417 515.84662348012159 0.37354651162790703 0.71198156682027658 381.95844621414966 721.40394354093883 1570.8321245839154 15.500000000000002 1.5000000000000002 1806.8431918941753 1901.8677697110745 17.500000000000004 2157.1361945500553 865.45763568221207 13.500000000000002 2.5000000000000004 1.5000000000000002 2089.9268894673855 0.20881782945736438 1433.692583700579 803.94840676866716 0.5270467836257311 1.5000000000000002 4.5000000000000009 0.88303693570451447 1.5000000000000002 0.55086206896551737 2.5000000000000004 2.5000000000000004 0.23166368515205729 1.5000000000000002 3.5000000000000004 1863.9377009148143 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 5 8 7 -7 9 -5 12 -12 13 17 15 19 -17 -1 -19 -14 -3 34 23 24 29 33 27 31 -25 -23 -31 42 -33 -24 49 36 -35 -37 39 40 -39 -42 -27 -44 45 -38 47 -47 -46 -6
right_child=2 20 3 4 21 6 -8 -9 -10 -11 11 -13 14 -15 -16 16 -18 18 -20 -21 -22 22 25 28 -26 26 -28 -29 -30 30 -32 32 -34 35 -36 37 44 38 -40 -41 41 -43 43 -45 48 46 -48 -49 -50 -51
leaf_value=-3.0338222086200019e-05 5.3441840965439219e-05 -8.8030836869028471e-05 -4.4245917702868417e-05 0.00012554203938014622 2.161999459693004e-05 -1.4067001738637796e-05 0.00043403296041422725 -0.0003696131572855782 -4.1705193177295647e-05 0.00036393650473151649 -7.6932250801525599e-05 -1.5088766779733629e-06 0.00027746826936031764 -0.00012939192769926904 5.6102578707155465e-06 1.9440180183453434e-05 0.0003007579394950278 5.64079513662654e-05 -7.0752607090249226e-06 3.8811117747651403e-05 -0.00030564422059868829 -7.1623805738955931e-05 9.8233868990929961e-05 -0.00010094144273940417 -0.00011264891636872744 -8.1149514348506147e-05 4.0764130488518521e-06 -0.0003380455788629595 -0.00042257189444426589 3.2881466239728526e-05 -4.6691823412665299e-05 -0.00010361867495387908 -0.00061493861444390199 -0.00012510577093133684 -0.00082113069171706838 1.4208357116619862e-05 0.00025859680518161408 0.00013335098588038443 0.00057657137767466022 0.00075998297716768539 0.00011078204436881397 -0.00019130491117865051 4.2046716777138352e-05 -0.00015869798212347002 -0.0005240225319284946 -2.3909376215526306e-05 0.00060891234006853754 -0.0006905722933751939 -2.9834230222301651e-06 0.00013850327557373191
leaf_weight=13559 15329 2808 10227 1555 18010 568 89 276 507 507 8206 13983 362 1906 10630 383 920 8432 13394 4466 468 4622 4888 3390 3596 3517 86541 388 289 13620 6211 2719 107 2123 30 6786 653 2626 103 52 455 487 4906 685 75 304 53 57 2218 1545
leaf_count=13559 15329 2808 10227 1555 18010 568 89 276 507 507 8206 13983 362 1906 10630 383 920 8432 13394 4466 468 4622 4888 3390 3596 3517 86541 388 289 13620 6211 2719 107 2123 30 6786 653 2626 103 52 455 487 4906 685 75 304 53 57 2218 1545
internal_value=0 -8.83074e-06 3.50897e-06 -6.33254e-07 1.92192e-06 8.20145e-05 -7.64998e-05 -0.000130336 0.000139583 0.000184158 -4.09179e-06 -2.94022e-05 6.29843e-06 -7.43105e-06 3.68447e-05 9.09993e-05 0.000218068 -8.61669e-07 1.74501e-05 5.67055e-05 -0.000119118 2.82202e-07 -3.50204e-06 -3.28607e-05 -2.06171e-05 4.27704e-06 -3.17361e-06 -5.40926e-05 -0.000126207 -7.08308e-06 7.95939e-06 -4.48607e-05 -0.000122979 3.95545e-05 2.95496e-05 2.1619e-05 -2.86364e-05 4.78394e-05 0.000109139 9.58395e-05 8.61603e-05 -4.53924e-05 -2.06225e-05 1.74518e-05 3.23173e-05 0.000144803 -3.46829e-05 -0.000129172 -2.00257e-05 3.08547e-05
internal_weight=0 79517 200114 184785 174558 3502 933 844 2569 2062 76241 22189 54052 37291 16761 6131 1303 35385 21826 4828 3276 171056 151471 31728 28049 119743 98863 12322 3679 24453 19831 11934 2826 20880 19585 15992 5483 10509 3723 3620 3568 942 9108 5591 3360 1067 414 361 2293 19555
internal_count=279631 79517 200114 184785 174558 3502 933 844 2569 2062 76241 22189 54052 37291 16761 6131 1303 35385 21826 4828 3276 171056 151471 31728 28049 119743 98863 12322 3679 24453 19831 11934 2826 20880 19585 15992 5483 10509 3723 3620 3568 942 9108 5591 3360 1067 414 361 2293 19555
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=51
num_cat=0
split_feature=7 8 3 1 5 0 5 14 14 14 6 14 14 7 13 0 10 7 7 0 14 4 0 5 14 13 13 7 10 14 3 0 1 14 13 2 1 10 13 3 10 10 10 1 12 9 9 2 6 3
split_gain=0.00376647 0.005505 0.00934591 0.00984193 0.00989429 0.00907053 0.0141549 0.0084789 0.0266306 0.018609 0.0150588 0.0141913 0.013048 0.00850904 0.0079475 0.0239385 0.00766881 0.00931412 0.0117495 0.0234605 0.00895812 0.00886477 0.0104966 0.00833968 0.0101207 0.0106444 0.0155238 0.00995244 0.00838989 0.00931586 0.012555 0.00782285 0.0109434 0.00774929 0.0187756 0.0188602 0.00900743 0.00724487 0.00946085 0.00723092 0.00722482 0.006736 0.00974162 0.00663842 0.00658516 0.0065477 0.00654337 0.00649586 0.00734249 0.00643857
threshold=1.0000000180025095e-35 5.5000000000000009 35.500000000000007 3616.7164640063575 8.5000000000000018 1203.0768547389173 12.500000000000002 0.10582306830907055 0.043961352657004842 0.23904761904761906 5.5000000000000009 0.48074074074074075 0.71714285714285719 2.5000000000000004 0.21807065217391305 1146.5960345662522 0.54653679653679665 1.5000000000000002 4.5000000000000009 947.46592333298213 0.040408163265306128 3.5000000000000004 809.90619584897706 10.500000000000002 0.92450142450142458 0.69337606837606847 0.41763565891472876 2.5000000000000004 0.86811594202898557 0.10582306830907055 19.500000000000004 605.82236088400703 2904.5200653263769 0.21807065217391305 0.04819976771196284 2.5000000000000004 2904.5200653263769 0.059714795008912663 0.10620300751879701 30.500000000000004 1.0000000180025095e-35 0.18834459459459463 0.28759398496240607 3297.5540643465279 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 49 3 5 -5 16 -7 8 -4 -9 11 44 -13 -12 15 -10 17 21 31 -20 -18 22 -3 28 25 26 27 -25 29 -22 -31 -19 -33 46 35 -35 47 40 -39 -38 -23 -40 -43 -34 -11 -44 -30 -36 -49 -2
right_child=1 2 7 4 -6 6 -8 9 14 10 13 12 -14 -15 -16 -17 20 18 19 -21 23 37 -24 24 -26 -27 -28 -29 33 30 -32 32 43 34 36 -37 39 38 41 -41 -42 42 45 -45 -46 -47 -48 48 -50 -51
leaf_value=6.4805289047968088e-06 -9.5534578868775228e-06 0.00021134529580684524 -0.00045852037300443595 -0.0012756466572884366 -0.00015793500034223226 5.1454175632138064e-05 0.0012289028596945894 -0.0004700883572365715 0.0023573143399387066 0.00056184685539587269 -0.0012277169362641871 -0.00079239200998994491 0.00073501409477040429 0.00012260324562833244 0.0003234475457301254 0.0003830940346233547 -0.0010348636515890106 0.00061653619026765232 0.0011124410420033739 -0.00051950280481833039 0.00011310068682929422 0.00056707704358774683 -0.00078206058927915163 0.00013041262729640232 -0.00053853964738973827 0.0013767416827613489 -0.00081551158873480753 0.0012699340504628643 -0.00033402477992040521 0.00027242059245352347 -0.00086108083870532293 -0.00051413482233976049 0.00021823435170517772 8.7458050074928906e-05 -0.00020211925417717557 0.0020447467116173359 -0.0014896951265241528 5.5183579529365223e-06 0.0012672747540163137 -0.00017608931986615064 -0.00056140436523442945 -0.00032356386072933678 0.00031307968369219456 -0.00034122565954212888 0.0015124273475712949 0.0014574309294112027 -0.0012919744709506632 0.00095086002597938573 -9.9685456072434015e-05 1.4843158557419456e-05
leaf_weight=124436 117281 65 53 36 44 213 29 131 28 35 20 27 29 28 34 34 33 25 49 40 46 23 45 66 47 20 32 27 164 29 155 253 120 32 253 20 22 62 43 20 37 25 25 95 38 25 20 29 39 35149
leaf_count=124436 117281 65 53 36 44 213 29 131 28 35 20 27 29 28 34 34 33 25 49 40 46 23 45 66 47 20 32 27 164 29 155 253 120 32 253 20 22 62 43 20 37 25 25 95 38 25 20 29 39 35149
internal_value=0 -5.19612e-06 -7.51154e-05 -0.00011602 -0.000660905 -9.64552e-05 0.000192553 0.000131467 0.000441112 -1.8329e-05 0.000316024 0.000597347 -1.41385e-06 -0.00044003 0.000937783 0.00127468 -0.000131672 -2.7186e-05 -0.000149762 0.000378983 -0.000224063 0.00017664 -0.000195048 -0.000197857 9.90758e-05 0.000305751 0.000134393 0.000461241 -0.000266628 -0.000523325 -0.000682431 -0.000245215 -0.000291249 -0.000168063 -4.83143e-05 0.000840261 -0.000175603 0.000346998 0.000505603 -0.000864169 -0.00012882 0.00076836 0.000482316 -2.89689e-05 0.00105667 0.000885255 -0.00043815 -8.55108e-05 0.000348341 -3.92782e-06
internal_weight=0 155195 2765 2308 80 2228 242 457 149 308 177 129 56 48 96 62 1986 932 582 89 1054 350 110 1021 192 145 125 93 829 230 184 493 468 599 415 52 363 240 180 42 60 118 75 215 73 50 184 321 68 152430
internal_count=279631 155195 2765 2308 80 2228 242 457 149 308 177 129 56 48 96 62 1986 932 582 89 1054 350 110 1021 192 145 125 93 829 230 184 493 468 599 415 52 363 240 180 42 60 118 75 215 73 50 184 321 68 152430
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=51
num_cat=0
split_feature=8 12 13 12 1 7 12 7 4 9 0 7 6 10 9 14 2 14 14 14 0 10 4 0 14 3 0 0 13 3 6 5 0 14 12 9 10 6 14 13 0 4 13 1 6 1 14 0 14 13
split_gain=0.00358739 0.00468883 0.00533032 0.00784144 0.00820211 0.00712817 0.00818844 0.00671192 0.00909668 0.00736707 0.014938 0.0147977 0.00870814 0.00719926 0.00710751 0.00798698 0.00622372 0.00611255 0.0102987 0.00686748 0.00568525 0.00566205 0.00674946 0.00579419 0.00607409 0.00561884 0.0116703 0.0248191 0.0191663 0.0108403 0.00580955 0.00626461 0.0112568 0.0167405 0.0160052 0.0120408 0.0198681 0.0112221 0.00798767 0.00927669 0.0099915 0.0076965 0.00714201 0.00998733 0.018534 0.025397 0.0148192 0.0161563 0.0161535 0.0172807
threshold=1.0000000180025095e-35 2.5000000000000004 0.077677224736048281 10.500000000000002 3297.5540643465279 1.0000000180025095e-35 9.5000000000000018 5.5000000000000009 12.500000000000002 3.5000000000000004 895.46853471908219 1.5000000000000002 2.5000000000000004 0.15470085470085473 2.5000000000000004 0.36474501108647456 1.5000000000000002 0.18634259259259262 0.077677224736048281 0.3373983739837399 647.98630327695878 0.94804318488529027 3.5000000000000004 537.62098733660878 0.63762626262626265 32.500000000000007 989.51400485044212 920.13071123443217 0.13423423423423428 34.500000000000007 6.5000000000000009 1.5000000000000002 1061.8284994139024 0.03883861236802414 3.5000000000000004 1.5000000000000002 0.13714733542319751 1.5000000000000002 0.04210992907801419 0.14142857142857146 928.78428753650576 6.5000000000000009 0.30495169082125612 2519.2547660210666 1.5000000000000002 2588.1722553952563 0.16496598639455784 818.89450838190703 0.23904761904761906 0.11237373737373739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 16 25 8 9 -3 12 -12 13 17 15 -9 -4 18 -11 -19 -21 23 -23 -18 -25 30 27 -27 -28 -30 31 -7 38 -34 35 -35 -37 41 39 -33 -41 -38 43 -40 45 -45 -46 -48 -49 -50
right_child=-2 2 5 4 -6 6 -8 14 -10 10 11 -13 -14 -15 -16 -17 21 19 -20 20 -22 22 -24 24 -26 26 28 -29 29 -31 -32 32 33 34 -36 36 37 -39 42 40 -42 -43 -44 44 46 -47 47 48 49 -51
leaf_value=-3.1756615330901395e-07 -4.4327250520039063e-06 2.1206240183189589e-06 0.0009226404364675372 -0.00013965348920984459 -0.0014089561125729235 3.0351508387350627e-05 0.0007614505868534455 -0.00057864560254860078 0.00091088480505816373 -0.00038877821070579531 -0.00027294539717770714 -0.0015866788694813084 0.00042194308986730103 -0.00030381306529893813 0.0012005578265930324 0.00067562450984648122 -4.8222070248355796e-06 -0.00053373479380525168 0.00067559821291568326 -0.00019455964316471687 0.00078693617373573946 0.00062070270492271947 -0.00030849297095431082 8.0924508828626734e-05 0.00086132026580162339 -5.3850033951416014e-05 -0.0010764574045957675 0.0021903318501162259 0.0014395195688121022 1.3840834908478428e-05 -0.00065003506692044226 -0.0011648321501395134 0.0013923810566596401 4.7788191447277011e-06 -0.00010599173075771997 -0.00031404380561346473 0.00092087154478996615 0.00045457392761585278 -8.0918383688824663e-05 -0.00055691345113566477 0.0005983467999343433 0.0020873761161290592 -0.00018832436573694867 0.001553169018468286 0.00025912311167829963 0.00023212044281941256 0.0002128447172043917 -0.0019744674593530367 -0.0014424948322843633 0.00013687629191757201
leaf_weight=70028 173399 11027 21 35 20 7962 36 22 27 33 58 34 77 310 23 30 2344 64 73 36 25 22 175 9440 25 28 29 22 20 40 34 35 26 96 370 33 26 39 1859 61 27 31 882 41 114 323 52 25 29 43
leaf_count=70028 173399 11027 21 35 20 7962 36 22 27 33 58 34 77 310 23 30 2344 64 73 36 25 22 175 9440 25 28 29 22 20 40 34 35 26 96 370 33 26 39 1859 61 27 31 882 41 114 323 52 25 29 43
internal_value=0 7.23539e-06 2.18448e-05 -5.58338e-06 -0.000601218 3.52644e-05 8.47314e-06 -2.81626e-06 -5.82226e-06 -7.93107e-06 -0.000164044 -0.000758456 -7.55554e-05 -0.000146364 0.000468685 0.000144972 6.26259e-05 6.49317e-05 0.000344236 -0.000171918 0.000207693 6.11216e-05 -0.000204725 6.55565e-05 8.29858e-05 6.25977e-06 0.000322347 0.00093359 -2.10476e-05 0.000489067 2.63108e-06 4.46897e-06 -4.5647e-05 0.000150499 9.62321e-05 0.000428778 0.000744312 0.00110812 -8.05386e-05 -0.000476305 -0.000202459 0.00155529 -6.60852e-05 -2.27163e-05 0.000149848 0.00038092 -0.000169963 -0.000498258 -0.000879468 -0.000499259
internal_weight=0 106232 36204 11894 55 24310 12283 11839 11764 11737 710 92 618 541 75 52 12027 231 106 125 61 12006 197 11809 9465 12247 139 50 89 60 12108 12074 4112 621 595 225 129 96 3491 123 88 57 3368 2486 627 364 263 149 97 72
internal_count=279631 106232 36204 11894 55 24310 12283 11839 11764 11737 710 92 618 541 75 52 12027 231 106 125 61 12006 197 11809 9465 12247 139 50 89 60 12108 12074 4112 621 595 225 129 96 3491 123 88 57 3368 2486 627 364 263 149 97 72
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=51
num_cat=0
split_feature=7 5 0 0 7 1 4 10 4 14 0 10 7 8 13 14 14 10 0 13 6 14 6 10 14 13 0 14 14 14 14 1 14 12 8 0 7 12 13 5 2 4 3 4 14 8 13 10 13 10
split_gain=0.00348647 0.00705603 0.0238023 0.0141798 0.0148347 0.00862784 0.00852401 0.0171379 0.00958503 0.0216813 0.0143125 0.018415 0.0112222 0.00898358 0.00866793 0.00923001 0.00862438 0.00853818 0.0158462 0.0097305 0.00820175 0.00801117 0.00796663 0.0120323 0.0115888 0.0202338 0.0148396 0.0157355 0.0130498 0.0134946 0.0101374 0.00889971 0.00883436 0.0168159 0.00789347 0.00753962 0.00750436 0.00915986 0.0115248 0.00816949 0.0105637 0.0246235 0.0117759 0.00865871 0.00880614 0.0244899 0.0166803 0.0229206 0.00991094 0.00855646
threshold=3.5000000000000004 5.5000000000000009 952.21519948873902 942.80558483579864 11.500000000000002 2846.3956359091098 10.500000000000002 0.16472868217054268 8.5000000000000018 0.47673160173160178 1104.0542682349771 0.60232558139534886 4.5000000000000009 3.5000000000000004 0.045983086680761107 0.05634920634920635 0.30495169082125612 0.29478609625668456 1222.5833773881889 0.11834733893557424 6.5000000000000009 0.24190177638453506 1.5000000000000002 1.0000000180025095e-35 0.32200460829493094 0.84731934731934744 848.41687930959222 0.21525096525096529 0.11583184257602865 0.05634920634920635 0.35805860805860812 2715.3598764542044 0.16843971631205676 2.5000000000000004 2.5000000000000004 666.84477303935716 9.5000000000000018 1.5000000000000002 0.13680926916221037 9.5000000000000018 3.5000000000000004 7.5000000000000009 36.500000000000007 7.5000000000000009 0.267479674796748 5.5000000000000009 0.23861283643892342 0.95916666666666683 0.65450928381962881 0.28759398496240607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 20 -5 8 -8 36 10 11 12 -10 -11 -12 -16 -17 -9 19 -19 22 -22 23 -3 25 26 32 28 29 -28 -26 -30 33 -24 -31 -32 39 -38 -39 40 42 -42 -4 44 48 46 47 -46 49 -41
right_child=1 2 6 5 -6 -7 7 17 9 13 14 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 24 -25 30 -27 27 -29 31 34 35 -33 -34 -35 -36 -37 37 38 -40 43 41 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=1.1745148572226565e-06 -5.0274847251879162e-05 0.0010107872571097688 -0.00013787079161555228 0.0015494573609127352 0.0014780723755913122 0.00030503490874812437 -0.0016289914356311785 0.00074827159813139598 0.0011070021760783025 -0.0015279428102076054 0.0010994081746321172 0.0020047071421036631 -0.00035046340571716431 -0.00017709515905153241 0.00087870317005106936 -0.0006506153044227342 0.00028855416828512466 -0.001892592499498278 0.00012485542590314123 -0.00048670952237444003 3.5196321550756693e-06 0.0013042938698821799 -0.0012276084460609129 0.00018342375088615463 0.0012151082228545262 0.0012253257694006291 2.9650407668668777e-05 -0.0016113860758624095 -0.00042348198796389626 -0.00056887333769173852 -0.00046466619261754325 0.001050272863912618 0.00044131439341507645 0.00018763808394232613 -0.0018613809150540167 0.00022419911504075447 -0.0011444669770237336 -0.00090113620323021551 0.00053711147726668673 -0.0012139910587090222 -7.9098976954507344e-05 -0.0021202021759315604 0.00072928652232626416 0.0011489724274724722 0.002820720832685419 -0.00027323395741036567 0.00018597328825207014 0.00048463571195801096 0.00062072837608866398 -0.00017527095291721675
leaf_weight=267780 8597 48 868 30 21 26 25 20 28 20 20 28 25 32 23 55 44 20 70 32 20 29 32 520 23 23 32 34 20 21 46 21 71 61 27 291 37 26 30 24 45 22 41 20 21 79 36 21 32 114
leaf_count=267780 8597 48 868 30 21 26 25 20 28 20 20 28 25 32 23 55 44 20 70 32 20 29 32 520 23 23 32 34 20 21 46 21 71 61 27 291 37 26 30 24 45 22 41 20 21 79 36 21 32 114
internal_value=0 -2.65388e-05 3.61713e-05 0.000192181 0.000159604 0.00097169 -8.10458e-05 -0.000421833 -4.73904e-05 0.000222732 0.000437117 0.000967485 0.000419518 -0.000696652 0.000134584 -2.35843e-05 -0.000233207 -0.000209305 -0.000366284 -0.00102743 0.000138613 0.000773366 0.000114122 0.000253342 1.4775e-06 -0.000206952 -0.00031022 -0.000661005 -0.000393956 -0.000765685 0.000199486 0.000331368 2.13157e-05 -0.000299328 -0.00129591 0.00013017 -9.98505e-05 -0.000533994 -0.000130646 -6.93325e-05 -0.000143417 -0.000749312 -9.87581e-05 0.000139044 7.72742e-05 0.000347274 0.000975738 0.00165268 -0.000172079 -0.000355918
internal_weight=0 11851 3254 1396 1340 56 1858 167 1691 275 223 81 53 52 142 122 99 142 122 52 1319 49 1270 568 702 342 319 155 121 80 360 41 164 93 48 337 1416 93 56 1323 976 67 909 347 327 157 78 42 170 138
internal_count=279631 11851 3254 1396 1340 56 1858 167 1691 275 223 81 53 52 142 122 99 142 122 52 1319 49 1270 568 702 342 319 155 121 80 360 41 164 93 48 337 1416 93 56 1323 976 67 909 347 327 157 78 42 170 138
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=51
num_cat=0
split_feature=8 4 1 5 12 0 3 1 13 0 12 1 3 6 0 0 6 12 10 10 14 13 14 0 4 1 3 13 0 14 13 12 8 3 6 7 0 4 4 10 10 12 13 4 14 13 10 13 3 5
split_gain=0.00345151 0.00696262 0.00888394 0.00798406 0.00812779 0.0104645 0.0091521 0.00758567 0.00744436 0.00742924 0.00721623 0.00764165 0.00701263 0.00693631 0.00680674 0.00753839 0.00672599 0.00661771 0.021426 0.0159492 0.0147565 0.0225607 0.017351 0.0200656 0.0148736 0.0132345 0.0128517 0.0109408 0.0125618 0.0107508 0.00972963 0.00843877 0.0078631 0.00785668 0.0069218 0.0141083 0.0228738 0.0177883 0.0087169 0.00870102 0.00836871 0.0164522 0.00979884 0.00939758 0.0115616 0.00830478 0.00805264 0.00775622 0.00754383 0.0143736
threshold=3.5000000000000004 3.5000000000000004 1925.0712920527774 5.5000000000000009 1.5000000000000002 757.83164246805711 18.500000000000004 2063.0309978427954 0.78679653679653694 685.91664402168703 8.5000000000000018 4197.4883033117148 34.500000000000007 8.5000000000000018 778.64491060969465 708.06829806100552 5.5000000000000009 6.5000000000000009 0.41277890466531447 0.19756097560975613 0.12632978723404256 0.12660256410256412 0.053342816500711245 983.43194644661196 6.5000000000000009 3049.3733999235665 47.500000000000007 0.069366479550922219 1040.0256050067871 0.16843971631205676 0.10762548262548265 7.5000000000000009 4.5000000000000009 44.500000000000007 1.0000000180025095e-35 2.5000000000000004 1061.8284994139024 7.5000000000000009 4.5000000000000009 0.067816091954023008 0.3623737373737374 1.5000000000000002 0.23861283643892342 8.5000000000000018 0.04210992907801419 0.28708791208791212 0.40238095238095245 0.61200716845878145 29.500000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 -3 4 8 6 9 -8 -4 -6 11 12 16 -2 15 -10 -7 26 19 25 22 31 30 -24 -25 -19 33 28 -27 -29 -20 -22 -21 34 35 39 37 38 -37 -5 41 -41 -43 44 -42 -40 -46 -38 49 -36
right_child=1 2 3 17 5 10 7 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 18 20 32 21 -23 23 24 -26 27 -28 29 -30 -31 -32 -33 -34 -35 48 36 47 -39 45 40 43 42 -44 -45 46 -47 -48 -49 -50 -51
leaf_value=1.4068684147112311e-06 -6.5470177892309358e-05 0.00012029768272542644 -0.00037321225709820285 0.00039556159502799286 -7.934151099540205e-05 -0.00012663901095868996 -0.00056468104142775959 0.00026815194829228769 -2.0364589376926976e-05 -0.0011854454874992372 0.00063321626071366629 -0.00091798229961945069 0.00058143413499803156 -0.00078198413761770911 0.00022604438583209504 -0.0010435938809273972 0.00060467846651590662 -0.0013014161820700835 5.0830350617968271e-06 -0.0014108620876041561 -0.00015139900539751824 0.0022000235656742008 0.00068063448319056379 -0.00016870652535934435 -0.0017248694822603072 0.0012088650768749755 0.0012324856350791049 8.7643197427193329e-07 -0.00017073523415478344 -0.0012912653301927176 0.0013460344457901861 0.0010624835886780849 -0.00057683626898635137 -0.00070455830246902301 -7.7062459714903259e-05 0.001125373220451078 0.00011002073494624985 0.0017120662126365272 -0.00031859961485392171 0.00074701648671180018 -0.0011423856485635042 -0.00077360495540831529 0.00015663955962640774 0.00071791721968075567 0.00091193091088476088 0.00075704584998996277 8.7610456246715954e-06 -0.0009609663078497927 7.5915978269148774e-05 0.00028628884711210154
leaf_weight=262776 5147 1346 400 149 63 1797 29 478 54 20 33 29 37 34 126 27 32 21 31 44 41 20 24 28 34 33 22 60 33 22 24 22 79 37 3034 38 73 43 38 30 21 111 38 51 26 34 486 22 2135 299
leaf_count=262776 5147 1346 400 149 63 1797 29 478 54 20 33 29 37 34 126 27 32 21 31 44 41 20 24 28 34 33 22 60 33 22 24 22 79 37 3034 38 73 43 38 30 21 111 38 51 26 34 486 22 2135 299
internal_value=0 -2.19336e-05 -5.24996e-07 -1.62713e-05 -8.30142e-05 -4.34231e-05 0.000140836 0.000220515 -0.000247249 -0.000345873 -9.98096e-05 -0.000112575 -0.000100058 -7.01723e-05 -3.84121e-06 -0.000361441 -0.000113844 1.2685e-05 -0.000159842 -0.000442037 0.000208018 0.000736961 -0.000103346 -0.000546908 -0.00102209 -0.000126785 2.5998e-05 3.98854e-05 0.000519065 -0.000345796 0.000590225 0.000272497 -0.000875187 2.20156e-05 2.60716e-05 0.000137008 0.000471395 0.000849776 0.0005127 4.60779e-05 -2.21699e-05 -0.00032127 -0.000536361 6.95064e-05 7.46336e-06 0.000189344 5.46251e-05 -0.000137997 2.53721e-06 -4.44666e-05
internal_weight=0 16855 11674 10328 3125 2518 590 507 607 83 1928 1895 1866 5181 207 81 1829 7203 516 292 224 83 141 86 62 169 6687 148 66 82 55 63 123 6665 6628 1160 248 153 110 912 763 179 149 584 533 72 512 95 5468 3333
internal_count=279631 16855 11674 10328 3125 2518 590 507 607 83 1928 1895 1866 5181 207 81 1829 7203 516 292 224 83 141 86 62 169 6687 148 66 82 55 63 123 6665 6628 1160 248 153 110 912 763 179 149 584 533 72 512 95 5468 3333
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=51
num_cat=0
split_feature=11 8 10 1 0 2 6 14 11 11 0 13 13 10 0 1 11 0 0 1 8 7 8 10 14 10 10 0 13 1 6 14 5 7 13 14 7 2 14 5 10 10 1 3 1 1 5 7 4 14
split_gain=0.00335807 0.00765322 0.00753007 0.00791113 0.00708084 0.015855 0.00935912 0.0048221 0.00589538 0.00514234 0.00478809 0.00464691 0.00742761 0.00474111 0.00445052 0.0109404 0.00923291 0.00479066 0.00449982 0.00445964 0.00704244 0.00538502 0.00437433 0.00775516 0.0121664 0.0116455 0.01049 0.00911062 0.00771221 0.00702008 0.0101195 0.00635147 0.00620188 0.0100436 0.00713357 0.00758342 0.00785194 0.00734828 0.00691664 0.00516286 0.00486632 0.0067907 0.00634986 0.00433525 0.0217591 0.0151069 0.0120476 0.0118782 0.0106271 0.0103276
threshold=0.18350168350168353 6.5000000000000009 0.19756097560975613 1029.6061881601233 760.373837362372 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.096006144393241177 0.13714733542319751 828.44638242267558 0.65450928381962881 0.13423423423423428 0.13423423423423428 800.94442982758699 1534.7835975310952 0.39642857142857152 1364.7041533538422 683.80975018444701 2311.1327031133555 2.5000000000000004 2.5000000000000004 7.5000000000000009 0.48074074074074075 0.05634920634920635 0.7231800766283526 0.4431524547803618 765.4296869705621 0.20256410256410259 3241.4713401430272 2.5000000000000004 0.93933823529411775 10.500000000000002 5.5000000000000009 0.031754032258064523 0.24190177638453506 1.5000000000000002 2.5000000000000004 0.11834733893557424 11.500000000000002 0.21132376395534294 0.33666666666666673 3134.7261784906077 23.500000000000004 2648.2431066574563 2571.3753443570063 2.5000000000000004 9.5000000000000018 1.5000000000000002 0.49418604651162795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 -2 -6 8 10 -10 -1 12 13 -8 18 -16 -17 19 -5 -18 -21 -22 43 24 -24 39 27 31 29 -29 -31 -26 -27 34 -34 38 -37 -38 -36 -25 42 -42 -30 44 47 48 -46 -9 -45 -48
right_child=1 -3 3 14 6 -7 11 22 9 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 21 -23 23 25 26 32 -28 28 40 30 -32 -33 33 -35 35 36 37 -39 -40 -41 41 -43 -44 45 46 -47 49 -49 -50 -51
leaf_value=-0.00031166281878542237 0.000137563491515852 0.000884725760053178 0.00052980459097722943 -0.00020928792755904734 -2.9378664501459404e-05 -0.00065565915321808704 -0.00021667729991296415 2.5531894777569676e-07 0.00050430249858663962 -0.00036681871723784652 -0.0011650021662935614 -1.3344009412321611e-05 0.00090061018214678858 0.00070118759564744937 -0.0013214739373601651 -0.0005469068258116749 -5.4828577205983169e-05 0.00035170379223563943 8.204550962994067e-05 -0.00015535726992024331 -0.00031727377154311398 -0.0013466199126991409 0.00092948489614787548 -0.00042470834857452513 3.8331811463328507e-05 -0.00032315201042467138 0.0010722693783463912 -0.00055171178696169088 0.00042296028329039239 -0.00029179939164725296 0.00090311730905464304 0.0011442918367850195 -0.00070283596869558096 -0.00096135574470584604 0.00030840466638575449 -0.00033276027807763365 -0.00018737327389554476 0.00098429637619119599 0.0014379160094034414 -0.0011204983376609605 -0.0014073068958482353 -0.00031564880129215976 -0.00065928381112771055 -0.00025638902288625196 -6.7206279300046991e-05 7.9622804377406321e-06 -0.00024344691007320516 -0.0010485333973688452 0.00015929639180464687 -0.00078339564693529189
leaf_weight=48 187 21 42 255 208 95 34 243408 32 36 25 40 83 24 23 160 326 50 276 114 24 27 37 73 34 179 20 33 23 34 37 21 20 21 33 60 23 32 23 42 29 28 33 164 1357 28429 719 27 2461 101
leaf_count=48 187 21 42 255 208 95 34 243408 32 36 25 40 83 24 23 160 326 50 276 114 24 27 37 73 34 179 20 33 23 34 37 21 20 21 33 60 23 32 23 42 29 28 33 164 1357 28429 719 27 2461 101
internal_value=0 -6.47363e-05 -7.48677e-05 -0.000145215 6.11093e-05 -0.000129657 0.000199403 4.63764e-07 -0.000291863 4.31207e-05 -0.000603902 0.000462311 0.000597249 0.000163129 -0.000167805 -0.000248442 -0.000213235 -0.000114553 -5.78604e-05 -0.000162033 -0.000373843 -0.000862222 6.12297e-07 -0.000113657 7.53163e-05 -0.000236526 -3.29174e-05 -0.000114181 -0.000259865 5.0843e-05 0.000330904 0.000460607 -0.000106439 7.65402e-05 0.000190654 0.000295156 6.28025e-05 0.000494325 0.000772311 -0.000678823 -0.000545826 -0.000871054 -0.000214791 9.5717e-07 -1.26836e-06 1.85593e-05 -0.00015864 1.38995e-07 0.000133326 -0.000309953
internal_weight=0 1989 1968 1297 671 282 389 277642 141 68 73 181 141 58 1255 724 701 541 531 491 165 51 277501 835 329 506 292 272 217 104 71 55 391 212 191 171 115 55 56 115 113 57 56 276666 245612 31054 2177 243435 2625 820
internal_count=279631 1989 1968 1297 671 282 389 277642 141 68 73 181 141 58 1255 724 701 541 531 491 165 51 277501 835 329 506 292 272 217 104 71 55 391 212 191 171 115 55 56 115 113 57 56 276666 245612 31054 2177 243435 2625 820
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=51
num_cat=0
split_feature=7 3 1 0 11 0 1 0 13 14 8 1 6 0 5 13 13 8 5 13 14 2 14 14 9 10 2 10 13 10 9 0 3 0 2 10 10 6 14 12 3 4 1 3 12 1 0 10 0 1
split_gain=0.0033474 0.00644506 0.0164762 0.0143452 0.0118432 0.0179686 0.0133184 0.027678 0.0140163 0.0207706 0.0261632 0.0192422 0.0153635 0.0119509 0.00964878 0.00928487 0.00879891 0.021082 0.0128127 0.00987707 0.0082152 0.00757996 0.00754586 0.0124237 0.00884284 0.0118551 0.0122091 0.00773022 0.00763848 0.00738571 0.00729334 0.00723266 0.00683165 0.0107816 0.0091308 0.0172084 0.0185168 0.020236 0.0176376 0.0210717 0.0155282 0.0150062 0.0132115 0.0131562 0.0124799 0.0105739 0.0124209 0.0105318 0.0166892 0.013148
threshold=1.5000000000000002 13.500000000000002 1594.8741267876551 789.71738991915538 0.07362240289069559 1113.5670458188422 1493.6456239972256 891.78880821500877 0.71198156682027658 0.61200716845878145 1.0000000180025095e-35 1346.6439699829441 1.0000000180025095e-35 972.47622060718538 1.5000000000000002 0.10762548262548265 0.18065268065268067 1.0000000180025095e-35 2.5000000000000004 0.32200460829493094 0.29864864864864871 1.5000000000000002 0.30495169082125612 0.15075757575757578 2.5000000000000004 0.24695121951219515 2.5000000000000004 0.79772727272727284 0.087595907928388769 0.27149877149877155 3.5000000000000004 1113.5670458188422 14.500000000000002 851.91169544844706 2.5000000000000004 0.94519519519519524 0.96609195402298864 1.5000000000000002 0.17752100840336138 3.5000000000000004 26.500000000000004 3.5000000000000004 3297.5540643465279 21.500000000000004 3.5000000000000004 2438.1594628963853 838.67050112781965 0.96076923076923093 961.9848145785071 2739.3600366868154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 21 6 -6 8 -8 9 11 -11 13 14 -5 -10 -12 17 31 19 -18 -21 -1 23 24 25 26 -23 -27 -24 -26 -25 -15 33 -4 43 -36 37 38 45 -40 -41 -39 44 -34 -38 -37 -47 48 -43 -49
right_child=-2 2 32 4 5 -7 7 -9 12 10 15 -13 -14 16 -16 -17 18 -19 -20 20 -22 22 28 30 29 27 -28 -29 -30 -31 -32 -33 34 -35 35 36 42 41 39 40 -42 47 -44 -45 -46 46 -48 49 -50 -51
leaf_value=0.00097115046984985298 -9.6026418932718396e-06 8.5864100185358168e-05 -7.6000552663107963e-06 0.0011266010511019155 1.9745348254218698e-05 -0.0020294465555343775 -0.00012877671161521981 -0.001951178439360644 -0.00025835827067827009 -0.0013685708768753104 0.0010923035179629275 0.0018002296681515874 0.00032978127052220297 -0.00017333779872084659 -0.0015489254922916493 -0.00036185108058686769 0.00071018453901718114 -0.0012765375377299885 0.001351887434781626 -0.0005686323827211844 0.00037655469735101279 -6.8350851829804767e-05 -5.1152213877905364e-05 4.2491816462273112e-05 0.00016101679928363531 5.5133623667800938e-05 -0.00032029003480519696 -3.9514207127075482e-05 -4.9687992132912271e-06 -0.00010515875390400051 -0.00022041066460335831 0.00095467510184756043 2.1479599438456201e-05 -0.00014084367174255276 5.4659743019629491e-06 -1.9684320674665895e-05 0.00028807745111407711 0.000227885940630981 -6.1485161499842361e-05 0.00064203982252965296 -0.00035682806734025404 -0.00043079076507814121 6.6459156702391807e-05 0.00012805872253536573 0.0016383948216181516 -0.0010831268668213549 -0.0002903857384395841 0.00085562714492909669 -0.0018936585268238559 -0.00023222917418147366
leaf_weight=20 68517 7059 8203 41 23 20 2646 21 28 40 23 24 42 30 30 21 62 30 30 47 45 2042 10545 22021 1085 3187 629 6677 59308 343 267 27 29898 1863 48425 291 44 115 588 226 47 775 334 3206 28 60 280 31 20 267
leaf_count=20 68517 7059 8203 41 23 20 2646 21 28 40 23 24 42 30 30 21 62 30 30 47 45 2042 10545 22021 1085 3187 629 6677 59308 343 267 27 29898 1863 48425 291 44 115 588 226 47 775 334 3206 28 60 280 31 20 267
internal_value=0 3.11654e-06 1.21729e-05 -5.31091e-06 -0.000109114 -0.000933367 -9.79932e-05 -0.000143126 0.000133488 0.000260154 -0.00044308 0.000435963 -0.00039851 0.000331019 -0.000925893 0.000398275 0.000210654 -0.000203679 0.000406561 0.000222407 -0.000106313 -2.15155e-06 -2.33501e-06 1.61743e-05 -2.08069e-05 -3.4237e-05 -0.000127681 -8.93405e-06 -1.19406e-05 9.70825e-05 3.93424e-05 0.000360984 6.67996e-06 -3.22606e-05 1.13113e-05 -1.85169e-06 -0.00011594 -0.00016328 -4.01119e-05 0.000107058 0.000470074 -0.000315406 0.000198886 3.18014e-05 0.000813201 -0.000240925 -0.000430281 -0.000372568 -0.000467592 -0.000119063
internal_weight=0 211114 101760 109354 3230 43 3187 2667 520 420 84 336 100 312 58 44 271 87 184 154 92 106124 106104 36251 13963 12535 2671 9864 69853 1428 22288 57 94701 10066 84635 51531 3106 2700 1492 861 273 1208 406 33104 72 631 340 1093 795 298
internal_count=279631 211114 101760 109354 3230 43 3187 2667 520 420 84 336 100 312 58 44 271 87 184 154 92 106124 106104 36251 13963 12535 2671 9864 69853 1428 22288 57 94701 10066 84635 51531 3106 2700 1492 861 273 1208 406 33104 72 631 340 1093 795 298
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=51
num_cat=0
split_feature=8 3 0 1 1 9 10 10 0 0 10 10 9 14 13 1 0 12 2 5 1 1 0 10 5 14 0 14 9 0 13 13 0 6 4 10 10 4 3 10 1 0 12 1 13 1 1 4 10 9
split_gain=0.00332375 0.00419983 0.0147075 0.0125811 0.0081417 0.0104795 0.0149301 0.00987666 0.0132252 0.00983937 0.00709669 0.00955473 0.0151387 0.0107403 0.00938648 0.0111264 0.0110172 0.00857208 0.00831049 0.0176825 0.0117887 0.0131459 0.0116858 0.0109886 0.0107527 0.0101181 0.0110443 0.00778461 0.00745677 0.0163511 0.0150499 0.00958372 0.00810003 0.0093011 0.00925446 0.00806894 0.0150632 0.0104242 0.0101188 0.0175451 0.0129029 0.0116075 0.00861286 0.011405 0.0105837 0.0100948 0.0135777 0.0143394 0.0135553 0.0163324
threshold=1.0000000180025095e-35 12.500000000000002 1321.1033005038273 1505.7249198637453 1558.814692156295 2.5000000000000004 0.3066239316239317 0.36899313501144165 1222.5833773881889 658.36447093627214 0.077935222672064791 0.13423423423423428 2.5000000000000004 0.053342816500711245 0.069366479550922219 1992.9914357724244 770.6416952900895 7.5000000000000009 3.5000000000000004 3.5000000000000004 2588.1722553952563 2715.3598764542044 589.97730241246552 0.10582306830907055 4.5000000000000009 0.32200460829493094 825.38287943763555 0.091966173361522213 3.5000000000000004 690.31264847099226 0.050641025641025648 0.10435571687840291 880.4064522592422 2.5000000000000004 6.5000000000000009 0.84292763157894746 0.77913279132791347 4.5000000000000009 16.500000000000004 0.87689393939393956 1664.7529255167353 762.92399468051701 2.5000000000000004 3297.5540643465279 0.080540540540540564 2118.0588098971061 3183.3810684193081 7.5000000000000009 0.26393188854489169 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -3 -9 -8 17 12 13 -12 15 -15 -17 -6 19 20 22 -22 -14 -23 25 26 -20 -24 35 -30 32 -32 33 -31 -34 36 42 -38 -37 41 -41 -40 43 -13 -44 -46 -47 -48 -49 -50
right_child=-2 4 -4 -5 10 6 9 8 -10 -11 11 28 18 14 -16 16 -18 -19 24 -21 21 23 27 -25 -26 -27 -28 -29 29 30 31 -33 34 -35 -36 38 37 -39 39 40 -42 -43 44 -45 45 46 47 48 49 -51
leaf_value=2.2465814001412784e-06 -4.2667387965301866e-06 -6.5165235176206245e-05 -0.00126648657631291 -0.00013771902386644716 -2.4230306081077113e-05 0.00032143971976532186 -0.00024252020736614317 7.2113566118923907e-05 0.0013607426325324924 0.00026213772577827923 0.00084337156679339389 -1.1489658522275077e-05 0.00095148167806934124 0.00046047297479678644 -0.00022169882187797458 -0.0011512818261981011 8.9244159365383291e-05 -0.00043164888680788144 0.00021767677943619046 0.0014605572344461347 0.0015857807623355518 -0.00044716013471770568 -0.00047708723659920709 0.0010506745998281988 -0.001029053947977012 -0.0001801871288129307 0.0013607727282721064 0.00020314305148659085 -0.00023699935610042389 -0.00025907867024696594 0.00063055924626744615 0.000109355831159059 -0.00027531038408357605 0.00091650762304197999 -0.0015139756966382266 -6.1614850896118468e-05 0.00042416924322290282 0.00010379001066303286 -0.0005180737558042719 0.00087150657226712526 1.1686525724266151e-05 0.00075091815628771361 -8.4100906200428069e-06 -0.0010813381102634594 0.00015264634960437774 -2.9533396716301834e-06 0.0013621572403280881 -0.00059223649136029273 -0.00012507375415817117 0.00079865567628896916
leaf_weight=54775 173399 1652 23 1654 8927 825 251 4460 20 157 32 6999 49 134 464 25 63 131 260 34 35 24 46 25 21 167 23 491 880 106 110 445 38 20 25 5669 394 714 21 44 5225 127 3980 25 3526 2847 32 41 83 113
leaf_count=54775 173399 1652 23 1654 8927 825 251 4460 20 157 32 6999 49 134 464 25 63 131 260 34 35 24 46 25 21 167 23 491 880 106 110 445 38 20 25 5669 394 714 21 44 5225 127 3980 25 3526 2847 32 41 83 113
internal_value=0 6.96446e-06 -2.37122e-06 -1.85597e-06 1.75514e-05 6.60773e-05 0.000199084 3.93327e-05 7.78664e-05 -4.83259e-05 9.12529e-06 1.97829e-05 0.000128881 -5.20009e-05 -9.37675e-05 0.00017362 -0.000263178 -3.01225e-05 0.000239411 0.000348176 0.000291727 0.000845683 0.000212321 0.000317041 7.68415e-05 0.00012845 0.000310579 0.000144874 1.32191e-05 -9.11194e-05 8.14267e-05 0.000212657 -0.000303933 -7.24777e-05 -0.000766844 1.88976e-05 3.88879e-05 0.000217715 -1.49196e-05 3.39478e-05 1.88667e-05 0.000570858 2.76593e-05 -1.52975e-05 5.60652e-05 9.47e-05 2.91291e-05 0.000368678 0.000234537 0.000407485
internal_weight=0 106232 56452 56429 49780 7365 1233 6132 4480 408 42415 33357 1893 718 686 222 88 9058 1175 704 670 84 586 49 471 450 283 537 31464 1624 744 555 189 126 63 29840 18754 1108 11086 5417 5269 148 17646 7024 10622 6642 3116 269 237 196
internal_count=279631 106232 56452 56429 49780 7365 1233 6132 4480 408 42415 33357 1893 718 686 222 88 9058 1175 704 670 84 586 49 471 450 283 537 31464 1624 744 555 189 126 63 29840 18754 1108 11086 5417 5269 148 17646 7024 10622 6642 3116 269 237 196
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=51
num_cat=0
split_feature=7 14 0 4 14 6 10 10 10 8 14 0 10 6 3 0 14 14 10 2 14 1 6 5 3 0 12 13 13 13 6 14 14 4 14 10 6 12 0 3 14 12 12 0 0 5 6 13 10 10
split_gain=0.00334434 0.00512208 0.0058745 0.00570527 0.00953793 0.00819181 0.00971427 0.012218 0.00820164 0.0102145 0.00940278 0.0107228 0.0104642 0.00939065 0.0109773 0.00922622 0.00914556 0.008565 0.00715287 0.00657576 0.00983133 0.020327 0.0145659 0.013823 0.00891094 0.00753547 0.00654842 0.00774385 0.0116703 0.00637765 0.00904078 0.00634674 0.0132629 0.00632334 0.00618154 0.00615043 0.00669723 0.00612456 0.0060977 0.00963607 0.00655263 0.0224914 0.00701396 0.0070861 0.00765619 0.0207838 0.0187745 0.015414 0.00946041 0.010154
threshold=1.0000000180025095e-35 0.029857397504456332 1203.0768547389173 8.5000000000000018 0.032795698924731186 3.5000000000000004 0.27386363636363642 0.15470085470085473 0.20881782945736438 4.5000000000000009 0.22792207792207794 1046.9030864338465 0.039230769230769243 1.0000000180025095e-35 19.500000000000004 1321.1033005038273 0.1012820512820513 0.11237373737373739 0.81016731016731025 3.5000000000000004 0.18065268065268067 3521.6014656366374 4.5000000000000009 7.5000000000000009 33.500000000000007 800.94442982758699 1.5000000000000002 0.57321428571428579 0.41277890466531447 0.16869918699186995 1.0000000180025095e-35 0.3816526610644258 0.47673160173160178 4.5000000000000009 0.58957219251336912 0.61651583710407254 3.5000000000000004 3.5000000000000004 570.24145417226862 23.500000000000004 0.037749287749287756 6.5000000000000009 9.5000000000000018 865.45763568221207 770.6416952900895 5.5000000000000009 2.5000000000000004 0.080540540540540564 0.16472868217054268 0.3066239316239317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 8 7 37 10 13 11 12 16 34 18 26 -5 -13 -15 -6 22 35 24 -23 38 33 -16 28 -28 30 -12 -32 -33 -24 -10 36 -22 -7 -21 -40 41 -41 43 44 47 46 -46 48 -42 -50
right_child=-2 3 -4 5 19 6 -8 -9 9 -11 29 17 -14 14 15 -17 -18 -19 -20 20 21 23 25 -25 -26 -27 27 -29 -30 -31 31 32 -34 -35 -36 -37 -38 -39 39 40 42 -43 -44 -45 45 -47 -48 -49 49 -51
leaf_value=-0.00015390742506426059 -4.8962865927540377e-06 0.0008965227456064896 -0.0010378704644695279 0.00016176089295186105 7.4221447810020195e-06 -0.00091667938897141237 -0.00052708736558478063 0.0008291101572103799 0.00019828924278800307 0.00068617943509866205 1.0624922018636155e-05 0.0001650530551590859 0.00014891353870949471 0.00095560320812027629 -0.00090011149087721213 0.00037154045201245222 -0.0011932448121087598 0.0013175371772376821 0.00012174901737481655 0.00012904831891726582 -8.9031705736460369e-05 -0.0003139320865915524 0.0008085966761526023 -0.0018243615856460697 -0.00078481694883001697 0.0014163007552269848 -0.00010504955664215886 0.00084927288378821685 -0.001026478119698974 0.00022964361344714201 0.0014611357146033857 -0.00027200578950301165 0.0015271022947854363 -0.00018731316002751038 0.00098563586275472693 -0.00034317780212232777 0.00018993686718231441 9.8492922141956983e-05 -0.00016770948881914634 -0.0016272972718897193 0.00041090499490816548 0.00058599986077751971 -0.00063826864072190673 0.00087548820800813188 -0.0001466666433043429 0.00076789093547545027 -0.0016842604873494968 0.0005172582652968621 -0.0012535793564373828 -9.7353484315428475e-05
leaf_weight=179 155195 30 21 20 116502 24 112 40 325 63 27 38 133 41 28 95 33 28 69 797 2807 33 37 28 35 24 756 20 36 81 46 21 20 28 27 217 233 39 733 22 47 24 27 35 75 42 27 224 28 59
leaf_count=179 155195 30 21 20 116502 24 112 40 325 63 27 38 133 41 28 95 33 28 69 797 2807 33 37 28 35 24 756 20 36 81 46 21 20 28 27 217 233 39 733 22 47 24 27 35 75 42 27 224 28 59
internal_value=0 6.10659e-06 -0.000246724 6.5136e-06 5.10115e-06 8.77956e-05 -0.000204784 0.000145683 0.000120782 6.34068e-05 0.000308181 0.000106455 -8.78299e-05 3.53218e-05 -3.99154e-05 -9.54995e-05 -0.000681922 0.000653986 0.000432549 4.8821e-06 -4.81313e-05 -0.000102944 3.21994e-05 -0.00100724 6.54476e-06 0.000659152 -0.000148319 -0.000122396 -0.000146933 0.000568873 0.000809904 0.00105796 0.000605608 0.000379589 0.000258682 -8.60075e-05 -6.76502e-05 -0.000288239 1.94876e-05 -4.5531e-05 0.000101284 -0.000472534 0.000148084 0.000187622 0.000139663 -0.00016822 -0.000553677 0.000263504 -0.000160683 -0.000469472
internal_weight=0 124436 200 124236 122114 2122 215 103 1907 1460 447 252 186 1397 1045 935 53 66 110 122084 5582 3318 2264 61 2175 89 840 812 792 195 114 87 41 65 352 3257 3040 63 2140 1343 610 46 564 537 502 144 102 358 134 87
internal_count=279631 124436 200 124236 122114 2122 215 103 1907 1460 447 252 186 1397 1045 935 53 66 110 122084 5582 3318 2264 61 2175 89 840 812 792 195 114 87 41 65 352 3257 3040 63 2140 1343 610 46 564 537 502 144 102 358 134 87
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 1 6 9 0 5 6 3 1 0 7 8 0 13 6 14 10 14 0 7 3 1 0 5 7 5 13 4 14 6 1 3 1 1 13 13 0 6 7 0 12 13 13 14 0 9
split_gain=0.00339272 0.0232266 0.0145104 0.0130664 0.0131272 0.0125586 0.0104005 0.0110238 0.0107437 0.0101165 0.00973615 0.0112042 0.0104439 0.00963276 0.00931978 0.0101054 0.0117026 0.0158058 0.0183403 0.009283 0.00951616 0.0186223 0.0091986 0.00884465 0.00877286 0.0097268 0.012107 0.0094253 0.0091558 0.00871583 0.00922959 0.00831934 0.00871209 0.00836711 0.00832022 0.00828827 0.0209292 0.00997276 0.00952184 0.0162885 0.0109598 0.01458 0.0131458 0.0127932 0.0123637 0.0161093 0.011187 0.0156012 0.0191841 0.0191325
threshold=17.500000000000004 2001.0640350640863 2109.0364771460559 19.500000000000004 2217.1926524768464 2287.1494267431067 1.5000000000000002 1.5000000000000002 792.40239783902211 3.5000000000000004 1.5000000000000002 16.500000000000004 2157.1361945500553 690.31264847099226 2.5000000000000004 1.0000000180025095e-35 778.64491060969465 0.3133928571428572 1.5000000000000002 0.92450142450142458 0.96076923076923093 0.04210992907801419 625.94960935577217 1.0000000180025095e-35 20.500000000000004 2001.0640350640863 681.65698770576876 6.5000000000000009 3.5000000000000004 2.5000000000000004 0.29217479674796754 6.5000000000000009 0.76533166458072599 1.5000000000000002 1570.8321245839154 22.500000000000004 2606.2997478250472 2554.1430983545456 0.084219858156028379 0.18065268065268067 872.92399865907191 9.5000000000000018 5.5000000000000009 891.78880821500877 5.5000000000000009 0.54692082111436957 0.46291208791208799 0.029857397504456332 957.12540010465557 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 31 6 4 23 19 7 9 22 -2 11 13 29 -3 15 -6 17 18 -17 20 21 -5 -8 -4 25 -9 27 -27 -26 -13 -31 -1 34 -34 -33 36 -7 -37 -39 -40 41 -41 46 -44 45 -45 47 48 -42 -50
right_child=2 10 3 5 14 35 8 24 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 30 -32 32 33 -35 -36 37 -38 38 39 40 42 -43 43 44 -46 -47 -48 -49 49 -51
leaf_value=-2.5193282923571522e-06 0.00010782490960667206 -7.3673207455796707e-05 5.6154191585618434e-05 -0.001262475722698862 -1.8261578361695531e-05 -1.675925416010311e-05 9.5570567232644191e-05 0.00018075660256723487 5.8666937648551627e-05 -5.3609355073211571e-05 -0.00025883961177336555 3.8080076051645655e-05 -0.00030630927961096887 -0.00042026799204482231 -0.00082578436865352414 -0.00010155791611508846 -0.00032253399657168657 0.00016895169377106943 -0.00066655509296139628 -0.0001225925169958706 0.00092430672304930561 7.7825774302804675e-05 -0.00011951532292028198 -6.0718026678213733e-05 0.00092864164341077801 -6.2392344444868252e-05 0.00010909218507463512 -0.00096172241668682548 0.00015292126321252329 -0.00033201206603151784 6.6538648931479359e-05 0.00034003796364497887 -6.9171554050464584e-06 -0.00047236973924782435 7.3531239509552163e-05 7.6335936305605605e-05 -0.00024134788698811725 3.7711804976952024e-05 -7.8201577173034808e-05 -5.7131695723334404e-05 0.00086958781292196358 0.0012958653814530408 -0.0014056772902785314 -0.0004786692027251279 0.00070930698943228875 0.00010282996397364611 -2.8182758359456973e-05 0.00010459451984587821 -0.00033711216981048765 -0.0019783882396250895
leaf_weight=180826 1641 406 2845 26 1543 14376 636 2743 3361 2375 906 2310 322 396 47 823 915 409 174 628 33 8025 2276 3756 67 1009 3071 30 88 368 240 322 393 128 3236 4987 1118 11253 7553 4496 20 20 21 264 39 217 2644 6167 56 26
leaf_count=180826 1641 406 2845 26 1543 14376 636 2743 3361 2375 906 2310 322 396 47 823 915 409 174 628 33 8025 2276 3756 67 1009 3071 30 88 368 240 322 393 128 3236 4987 1118 11253 7553 4496 20 20 21 264 39 217 2644 6167 56 26
internal_value=0 -3.78728e-06 8.00894e-06 -1.81076e-06 -5.3355e-05 6.93286e-06 4.91572e-05 7.84041e-05 -2.24046e-06 1.23552e-05 -0.000110696 -7.74902e-05 -3.60734e-05 -0.00024481 -0.000125945 -0.000117432 -0.000183361 -9.27891e-05 -0.000200163 6.25851e-05 7.69705e-05 7.34974e-05 -7.25391e-05 -1.03466e-05 0.000116254 0.000107841 5.91768e-05 -8.83595e-05 0.000488233 -6.25298e-06 -0.000174689 -9.26435e-07 6.9688e-05 -0.00012127 9.76502e-05 -2.17097e-06 -3.29649e-05 1.04636e-05 4.40914e-07 -1.90457e-05 1.29375e-05 -5.11397e-05 4.3546e-05 -0.000195769 -0.000146907 -0.00021633 5.80719e-05 9.44504e-05 -0.000518869 -0.000857517
internal_weight=0 189853 89778 72481 10512 61969 17297 11024 6273 4016 4948 4042 3240 802 3911 3864 2321 1406 997 8712 8084 8051 2912 6601 7008 6853 4110 1039 155 2918 608 184905 4079 521 3558 53257 15494 37763 32776 21523 13970 4516 9454 541 520 481 8913 6269 102 82
internal_count=279631 189853 89778 72481 10512 61969 17297 11024 6273 4016 4948 4042 3240 802 3911 3864 2321 1406 997 8712 8084 8051 2912 6601 7008 6853 4110 1039 155 2918 608 184905 4079 521 3558 53257 15494 37763 32776 21523 13970 4516 9454 541 520 481 8913 6269 102 82
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=51
num_cat=0
split_feature=7 5 0 13 14 13 0 12 3 2 10 13 12 14 6 4 10 10 9 2 12 3 14 8 9 2 10 14 0 10 0 10 4 10 6 13 7 10 10 14 8 9 1 0 0 3 8 14 14 10
split_gain=0.00335649 0.00646407 0.0212242 0.0100744 0.0112447 0.0141875 0.0261464 0.0122802 0.0126886 0.0302575 0.0143657 0.0120636 0.00969786 0.0111241 0.00965744 0.00950217 0.0145067 0.0160349 0.0116373 0.0108282 0.00946667 0.0091111 0.0084896 0.0126129 0.00859972 0.0088353 0.00765617 0.0119616 0.0190414 0.0141202 0.0200305 0.0169677 0.00938858 0.00873597 0.00849188 0.00837379 0.00766498 0.0119184 0.0163245 0.0140035 0.0107569 0.00764189 0.00764149 0.00760502 0.0130557 0.00972175 0.00885534 0.00854348 0.0113708 0.00821363
threshold=3.5000000000000004 5.5000000000000009 1040.0256050067871 0.18065268065268067 0.28062500000000007 0.096006144393241177 1173.0767376433671 2.5000000000000004 44.500000000000007 3.5000000000000004 0.56711711711711721 0.11237373737373739 2.5000000000000004 0.41240409207161127 1.0000000180025095e-35 7.5000000000000009 0.57359307359307377 0.85912698412698429 2.5000000000000004 3.5000000000000004 2.5000000000000004 26.500000000000004 0.16064516129032261 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.6984848484848486 0.063164893617021281 907.74089229267565 0.9104278074866311 989.51400485044212 0.93218390804597717 2.5000000000000004 0.96225071225071235 7.5000000000000009 0.031754032258064523 4.5000000000000009 0.96824596774193561 0.967204301075269 0.81980519480519487 2.5000000000000004 2.5000000000000004 1751.7923478005653 887.94124131670708 876.4685166017922 37.500000000000007 2.5000000000000004 0.070598006644518277 0.32200460829493094 0.087595907928388769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 14 4 7 12 20 -4 9 11 -10 -9 21 -14 15 16 19 -18 -17 41 -7 -6 23 -5 25 -25 34 28 -28 30 -29 -31 33 42 43 -34 40 38 39 -38 -37 -3 -33 44 49 -45 -47 -48 -49 -16
right_child=1 2 3 22 5 6 -8 8 10 -11 -12 -13 13 -15 26 18 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 31 -32 32 35 -35 -36 36 37 -39 -40 -41 -42 -43 -44 45 -46 46 47 48 -50 -51
leaf_value=1.1524136683578894e-06 -4.8757994145856485e-05 0.0017351387134597947 -0.0013244192681408353 -0.0010263980607148903 0.001339779466268903 0.00079592572932597251 -7.2069171833193295e-05 0.00012313575588901403 0.0012867489728237023 -0.001691259812158082 -0.00026839129110427435 -0.00058994210056984161 0.00017624202196852171 -0.00077398638399741194 0.00032078294041090386 0.0018309048232670951 -0.0010859568482907169 0.00023202577104768302 0.00034247167641296986 -8.4566520634890092e-07 0.0022428504845055821 7.8467912574457698e-05 -0.00040436091681302208 0.00037465280654393847 0.00070938717425716199 -0.00031663760356524209 -1.7426588262120885e-05 0.00034594114027719985 0.0017359679346782286 -0.0010496205434559244 0.0020252338887768845 -0.00063428830609681391 -0.0006219534649668883 -0.0011436210267923095 0.00084665335417757274 -0.0007215201695490738 0.00089681719988743988 -0.00021979162970987652 0.0018981343338964507 -0.00031966302078217267 0.00039857474862244622 0.0005756529979407788 0.00023409770751880532 -0.00033663134789444377 0.0010825904460716629 -0.00073085035081021498 0.001288002318787304 -0.00044885014196754334 0.00086918286668757601 -0.00011153469114470931
leaf_weight=267780 8597 30 21 29 22 20 46 238 33 31 27 79 70 55 169 24 29 113 29 29 26 41 392 73 44 126 30 115 32 34 21 38 24 22 29 34 73 39 26 35 58 27 76 291 32 20 22 36 30 314
leaf_count=267780 8597 30 21 29 22 20 46 238 33 31 27 79 70 55 169 24 29 113 29 29 26 41 392 73 44 126 30 115 32 34 21 38 24 22 29 34 73 39 26 35 58 27 76 291 32 20 22 36 30 314
internal_value=0 -2.60394e-05 3.39825e-05 -0.000115481 1.55891e-05 0.000262062 0.000770842 -0.000145279 -8.45883e-05 -0.000200368 0.000586936 -5.45713e-05 1.30852e-05 -0.000241858 0.000143081 0.000413423 0.000273239 -3.71397e-05 0.00101648 0.000785724 0.00161375 0.000518926 -0.000255435 -4.08059e-05 7.68163e-05 -6.30487e-05 9.56021e-05 0.000226638 0.000887551 0.000157769 0.000605244 2.51842e-05 0.000111169 -0.000231406 4.30803e-06 0.00027238 0.000353376 0.000549474 0.000773365 0.000502587 -1.53734e-05 0.00118591 -5.53643e-05 -2.24185e-05 0.000104531 -0.000186275 0.000218851 0.000434692 0.000150256 3.97317e-05
internal_weight=0 11851 3254 1373 709 280 92 429 408 348 60 317 188 125 1881 281 228 142 53 86 46 63 664 272 243 199 1600 657 62 595 136 459 425 136 943 289 265 173 134 108 92 57 114 914 515 399 108 88 66 483
internal_count=279631 11851 3254 1373 709 280 92 429 408 348 60 317 188 125 1881 281 228 142 53 86 46 63 664 272 243 199 1600 657 62 595 136 459 425 136 943 289 265 173 134 108 92 57 114 914 515 399 108 88 66 483
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=51
num_cat=0
split_feature=8 3 1 13 0 9 10 10 13 8 3 14 14 8 10 4 4 14 14 0 10 10 7 4 0 0 12 1 4 14 14 0 0 5 13 14 13 1 3 1 9 0 5 14 13 0 0 5 14 0
split_gain=0.00338637 0.00649132 0.01425 0.00840547 0.0080123 0.00666295 0.00653087 0.00935439 0.00620202 0.0131409 0.0104822 0.00826201 0.01095 0.0213204 0.0107283 0.0104936 0.00925614 0.0152374 0.0160839 0.0136622 0.0108456 0.0105165 0.0219631 0.0186411 0.0177044 0.0151662 0.0107607 0.0162358 0.0123967 0.0104304 0.0148641 0.0215414 0.00992081 0.00965097 0.00916359 0.0175589 0.0205186 0.0148766 0.013857 0.0111879 0.00971405 0.0086267 0.00792797 0.00752646 0.015313 0.0079083 0.0173116 0.0166247 0.019221 0.014407
threshold=3.5000000000000004 28.500000000000004 3091.4684149673285 0.21807065217391305 664.82673601874205 2.5000000000000004 0.25265957446808512 0.13714733542319751 0.33712121212121215 6.5000000000000009 32.500000000000007 0.043961352657004842 0.063164893617021281 5.5000000000000009 0.1126984126984127 8.5000000000000018 11.500000000000002 0.16496598639455784 0.22361111111111112 1242.5784396434321 0.96824596774193561 0.86811594202898557 4.5000000000000009 4.5000000000000009 1027.0057469844974 1027.0057469844974 6.5000000000000009 3297.5540643465279 7.5000000000000009 0.29478609625668456 0.3373983739837399 1061.8284994139024 1289.0088005912796 9.5000000000000018 0.13100686498855837 0.029857397504456332 0.028991596638655467 3241.4713401430272 36.500000000000007 4197.4883033117148 3.5000000000000004 977.9268823093272 9.5000000000000018 0.27386363636363642 0.10102040816326532 920.13071123443217 947.46592333298213 6.5000000000000009 0.12060606060606062 876.4685166017922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -3 -5 7 -4 11 -10 -11 34 13 14 -13 -16 20 19 -19 -18 21 29 23 -23 -24 41 27 28 -27 43 31 -31 -22 -34 35 39 -37 -38 40 -6 -36 -25 -15 45 -45 47 -47 48 -14 -49
right_child=1 4 3 5 8 -7 -8 -9 9 10 -12 12 16 42 15 -17 17 18 -20 -21 32 22 24 25 -26 26 -28 -29 -30 30 -32 -33 33 -35 38 36 37 -39 -40 -41 -42 -43 -44 44 -46 46 -48 49 -50 -51
leaf_value=1.3935298743634553e-06 -3.2252064796203466e-05 0.00066998201922504046 -0.0003727089544689214 -0.00042571644145128728 0.0013115424571424228 -0.0014017428638694316 -0.00049314421923532168 0.0010343322310031259 0.00022945690075954419 -0.00056296544528966074 8.9331208189733996e-05 -0.0010200492550872943 0.00047607796931094151 0.001709213669954775 0.00064788988581442812 -0.00040487481122155017 0.0015704687791750641 -0.0011195420849477299 0.00032610695890144674 0.00015962488910190587 -0.00067650262269850479 0.0010314300330355765 0.0020986335968633217 -0.00031903089965572176 0.00023222057134262287 -0.00017383850354235619 0.0011724428436718883 -0.00090047360191909751 0.0012356471409125684 7.0471928724405848e-05 8.1063424188649724e-06 0.0016251971787848585 0.00088818649334522579 -0.00047819668008222449 -0.00054093255945835024 -0.0015074657966579253 0.00077269477832659673 -0.00052880596178713152 -0.0014967845193290662 -4.4380754065812279e-05 0.00066896038229710296 -0.0017388981764088385 0.00062900147863618301 -0.001538652415703317 0.00013020925473904721 -0.0011104328993242233 -0.0001436264654609394 0.000134683023952096 -0.00087350398049040726 0.0011494726320314739
leaf_weight=262776 12734 49 27 36 32 34 81 21 800 106 147 22 41 29 56 41 37 26 74 32 118 40 27 23 24 39 20 39 26 56 580 37 24 28 79 30 37 54 31 29 21 20 41 28 27 50 626 157 74 45
leaf_count=262776 12734 49 27 36 32 34 81 21 800 106 147 22 41 29 56 41 37 26 74 32 118 40 27 23 24 39 20 39 26 56 580 37 24 28 79 30 37 54 31 29 21 20 41 28 27 50 626 157 74 45
internal_value=0 -2.17257e-05 -3.88131e-05 -0.000458653 3.4621e-05 -0.000899786 -0.000219278 0.000242872 2.65826e-05 0.000130126 -0.000183963 -1.2081e-05 1.81591e-05 0.000384112 -2.31859e-05 0.000202907 -1.16792e-05 0.00034461 -4.97618e-05 0.000916164 -3.96982e-05 -6.77675e-06 0.000290913 6.19277e-05 0.00122032 -0.000170288 0.000110303 -9.39553e-05 0.000389956 -5.14042e-05 0.0001022 0.000689019 -0.000422943 0.000152442 -0.000254292 -2.47663e-05 -0.000373469 3.75658e-07 -0.000573174 0.000666923 -0.000286855 -0.000979434 0.00107652 -0.000150045 -0.000719393 -0.00011851 -0.000215136 8.75439e-05 -0.000392349 0.00036075
internal_weight=0 16855 12933 199 3922 70 129 48 3873 1053 253 2820 2507 189 119 97 2318 169 100 69 2149 1979 258 207 51 167 124 104 65 1721 673 93 170 52 313 182 121 91 131 61 100 43 70 1048 55 993 676 317 115 202
internal_count=279631 16855 12933 199 3922 70 129 48 3873 1053 253 2820 2507 189 119 97 2318 169 100 69 2149 1979 258 207 51 167 124 104 65 1721 673 93 170 52 313 182 121 91 131 61 100 43 70 1048 55 993 676 317 115 202
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=51
num_cat=0
split_feature=5 8 10 13 0 3 5 4 3 1 10 5 0 10 8 7 14 6 3 1 1 3 12 7 3 1 0 3 9 0 3 0 0 1 14 1 1 12 7 13 3 5 0 1 3 1 5 1 6 0
split_gain=0.00330916 0.00482263 0.00876076 0.00407236 0.00490752 0.00377502 0.00359943 0.00337036 0.00596859 0.00764648 0.00711192 0.00468833 0.0115753 0.00456154 0.00651673 0.004154 0.00483339 0.00333398 0.0032715 0.0159638 0.0154178 0.0119457 0.00886055 0.00767471 0.0105354 0.0183791 0.0151518 0.0176306 0.0136842 0.0128947 0.0116921 0.017526 0.0108174 0.0106718 0.0103221 0.0101122 0.00962932 0.0100437 0.00870818 0.00869425 0.00856581 0.00934094 0.00845373 0.00820512 0.0218898 0.01459 0.0159277 0.0133496 0.0110726 0.0114618
threshold=18.500000000000004 11.500000000000002 0.76568627450980398 0.49390243902439029 977.9268823093272 49.500000000000007 17.500000000000004 1.0000000180025095e-35 22.500000000000004 1966.0031804422072 0.75337837837837851 4.5000000000000009 701.3251561572655 0.92052631578947375 2.5000000000000004 5.5000000000000009 0.26393188854489169 1.5000000000000002 11.500000000000002 1268.6169496378952 1453.6202201032145 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 15.500000000000002 1820.9047752929355 903.47680643148226 14.500000000000002 2.5000000000000004 972.47622060718538 17.500000000000004 961.9848145785071 947.46592333298213 1583.7260454252853 0.053342816500711245 1751.7923478005653 1570.8321245839154 1.0000000180025095e-35 2.5000000000000004 0.12060606060606062 13.500000000000002 2.5000000000000004 559.80756794594708 2109.0364771460559 20.500000000000004 2408.1508409761141 1.0000000180025095e-35 2275.0720736400158 1.5000000000000002 916.44505744395212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 6 7 8 9 11 -11 -1 13 -13 17 16 -10 -15 19 -9 -20 22 -22 -23 26 28 33 32 34 -29 31 -27 -28 -25 -26 39 37 -36 40 -30 42 -42 -35 48 45 -45 -47 -46 -32 -50
right_child=3 2 -4 4 -6 -7 -8 18 15 10 -12 12 -14 14 -16 -17 -18 -19 20 -21 21 23 -24 24 25 30 27 29 35 -31 43 -33 -34 38 36 -37 -38 -39 -40 -41 41 -43 -44 44 47 46 -48 -49 49 -51
leaf_value=-0.00015262982327654231 -3.3959970392589998e-05 -0.0012700823180022696 5.2589639263685736e-05 8.1358600873500115e-05 0.0011522769077640512 0.00058053006484572384 -0.00054771395419569069 2.6849044806257351e-06 -0.00023923807595351454 -0.00013487229375944783 0.00087819889705293113 0.00012975851450902881 -0.00027110534436532342 0.0012918027604164016 -9.7823630567290821e-05 0.00012519536910324613 -0.0010762799532676583 0.00046378312748856842 4.1163585068483948e-05 -5.4384032354983743e-05 -0.00017162639506091852 1.5593755378363065e-05 -3.2702013744074278e-05 6.9496669540318119e-06 0.00098261085403119697 -2.5810611205836257e-05 -0.00056621242687106136 -0.00028021586821749334 0.00081947494681420109 0.0010207959299441429 7.0314211318378179e-05 -0.00019460351689406131 -0.0021263147331774235 -1.8274428449824476e-05 -4.7458056163243359e-05 9.821114639376244e-05 2.5282386417657722e-05 0.00044116114954086296 -0.00025747475059284222 0.0002852302516251744 -1.691005531677908e-05 -0.00012600434428773882 -0.0003276474819681553 -5.9715602192615794e-05 0.00010673512104576811 0.00022725082456227666 -0.00054459359388177601 3.6451197409694825e-07 -0.00011001698465902032 5.0928063941290004e-05
leaf_weight=743 43 21 31 20 23 28 30 63979 34 30 41 89 127 31 20 22 35 20 24216 15157 1632 58546 3868 10474 29 8450 25 399 90 20 8397 1880 20 376 166 864 8175 287 540 495 9002 2509 535 10666 3188 86 300 39444 2155 2273
leaf_count=743 43 21 31 20 23 28 30 63979 34 30 41 89 127 31 20 22 35 20 24216 15157 1632 58546 3868 10474 29 8450 25 399 90 20 8397 1880 20 376 166 864 8175 287 540 495 9002 2509 535 10666 3188 86 300 39444 2155 2273
internal_value=0 -9.54023e-08 -0.000481566 0.000310108 0.000654175 -5.82409e-09 -6.39888e-08 -5.1934e-09 -8.39013e-05 -5.17355e-05 0.000450141 -8.63308e-05 8.53073e-05 0.00036821 0.000667114 -0.000473072 -0.000663825 0.000967089 3.5422e-07 -8.24557e-06 3.77225e-06 -1.40509e-06 -7.39247e-05 9.49571e-07 -6.78518e-06 1.29675e-06 -3.61862e-05 -0.00031912 6.46854e-05 -0.000218115 -7.04024e-06 -5.65299e-05 -0.00125959 -3.05845e-05 4.08819e-05 0.000206899 3.77166e-05 0.000262109 -6.09141e-05 0.000367422 -5.23693e-05 -4.06888e-05 -0.000199959 6.46372e-07 -7.93741e-06 -7.06443e-05 -0.000372628 8.31885e-06 3.65771e-05 -2.74e-05
internal_weight=0 279545 52 86 43 279493 279465 279435 1192 1101 71 1030 287 160 71 91 69 51 278243 79136 199107 174891 5500 169391 110845 86945 23900 464 10106 419 76839 10330 45 23436 8657 1449 8628 453 12962 585 12422 11511 911 66509 53684 11052 386 42632 12825 4428
internal_count=279631 279545 52 86 43 279493 279465 279435 1192 1101 71 1030 287 160 71 91 69 51 278243 79136 199107 174891 5500 169391 110845 86945 23900 464 10106 419 76839 10330 45 23436 8657 1449 8628 453 12962 585 12422 11511 911 66509 53684 11052 386 42632 12825 4428
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=51
num_cat=0
split_feature=7 3 1 0 11 13 1 0 13 14 8 1 6 0 5 13 13 8 5 13 13 3 0 2 10 10 6 14 13 5 0 4 13 0 14 8 13 5 4 13 1 3 12 14 0 0 5 14 13 13
split_gain=0.00350019 0.00604262 0.0146968 0.0121846 0.0105678 0.0174637 0.011861 0.0244354 0.0125921 0.0187425 0.0235377 0.017492 0.0139691 0.010757 0.00873979 0.00838666 0.00796741 0.0190551 0.0114563 0.00892185 0.00776952 0.00754016 0.00980299 0.00817449 0.0156458 0.0165028 0.0181086 0.0163769 0.0239844 0.027051 0.0157024 0.0164295 0.023931 0.0145376 0.0140409 0.0136146 0.0212451 0.0161074 0.013427 0.0128139 0.0116812 0.0115264 0.0112863 0.0100771 0.0109622 0.00995682 0.00980307 0.0106714 0.0114848 0.00971672
threshold=1.5000000000000002 13.500000000000002 1613.7989820216142 789.71738991915538 0.07362240289069559 0.45080645161290328 1493.6456239972256 891.78880821500877 0.71198156682027658 0.61200716845878145 1.0000000180025095e-35 1346.6439699829441 1.0000000180025095e-35 972.47622060718538 1.5000000000000002 0.10762548262548265 0.18065268065268067 1.0000000180025095e-35 2.5000000000000004 0.32200460829493094 0.39736842105263165 14.500000000000002 942.80558483579864 2.5000000000000004 0.94519519519519524 0.96609195402298864 1.5000000000000002 0.11834733893557424 0.077677224736048281 5.5000000000000009 762.92399468051701 5.5000000000000009 0.23606811145510839 784.07168047827224 0.43050193050193059 1.5000000000000002 0.037749287749287756 5.5000000000000009 3.5000000000000004 0.26138716356107666 3297.5540643465279 21.500000000000004 3.5000000000000004 0.267479674796748 1203.0768547389173 995.44446815408207 2.5000000000000004 0.63245614035087727 0.21525096525096529 0.14142857142857146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 8 -8 9 11 -11 13 14 -5 -10 -12 17 -15 19 -18 -21 22 -4 41 -25 26 27 39 33 -30 -31 32 -32 -29 35 36 -35 -37 -28 49 42 -23 -27 44 -42 -33 47 48 -40 -26
right_child=-2 2 21 4 5 -7 7 -9 12 10 15 -13 -14 16 -16 -17 18 -19 -20 20 -22 23 -24 24 25 40 38 28 29 30 31 45 -34 34 -36 37 -38 -39 46 -41 43 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-2.0614911318868589e-06 -9.8193388209921305e-06 7.426680122684424e-05 -3.4915687903854709e-05 0.0010701169790813655 -0.0019598179685999641 6.0377737669193234e-05 -0.00011924475869707771 -0.0018315729330338185 -0.00024349886620517021 -0.001297474004677497 0.0010379819386719686 0.0017161202539379399 0.00031852278320695319 0.00034368853615760283 -0.0014717714895959944 -0.00034404781292236993 0.00067700392368527488 -0.0012131268849285941 0.0012814321650269753 -0.0009708229429088533 0.00014316332207171299 2.0553906132199389e-05 -0.0011164723612767245 5.3588417206342574e-06 -0.00037877101989748597 0.00026505790910133248 0.00021489851422381396 2.5786509176770463e-05 0.00012330292040461347 -3.592078491651178e-05 -0.0028544561693533547 -0.00019821313849556298 -0.00043778627805295405 0.00014648540756232771 0.0015602552719132673 -0.0007074740163183638 0.0021737778733950108 0.00099585590746162616 -0.0008214479680949202 -0.00077494246622978994 0.00060560851208006129 0.00012036997340190883 0.001549179937657235 -0.00040410401497231155 -6.5578994504671473e-05 -0.0012455932697776008 -0.00026626127749980748 -0.001469647962221643 -0.00013265741105793463 0.00021037600187918221
leaf_weight=106124 68517 8658 8936 41 20 23 2646 21 28 40 23 24 42 57 30 21 62 30 30 20 72 29551 21 48282 172 44 115 103 576 110 21 78 20 28 43 35 24 23 129 109 107 3206 28 86 141 32 818 32 114 118
leaf_count=106124 68517 8658 8936 41 20 23 2646 21 28 40 23 24 42 57 30 21 62 30 30 20 72 29551 21 48282 172 44 115 103 576 110 21 78 20 28 43 35 24 23 129 109 107 3206 28 86 141 32 818 32 114 118
internal_value=0 3.18686e-06 1.19559e-05 -4.97323e-06 -0.000100641 -0.000879248 -9.01354e-05 -0.000132728 0.000128314 0.000248372 -0.000419647 0.000415377 -0.000375932 0.00031532 -0.000878812 0.000378377 0.000201125 -0.000193144 0.000387546 0.000213413 -9.90076e-05 6.16133e-06 -3.74514e-05 1.08038e-05 -1.6387e-06 -0.000110414 -0.000155106 -3.85914e-05 6.14955e-05 -6.80379e-05 -0.000490307 -0.000821317 -0.00167559 0.000485009 0.000794159 0.000494685 0.00108216 -3.20156e-05 -0.000299012 -0.000312764 0.000186798 3.03231e-05 0.000764439 6.2277e-05 0.000224006 -0.000502906 -0.000353083 -0.00061134 -0.000498312 -0.000139049
internal_weight=0 211114 101760 109354 3230 43 3187 2667 520 420 84 336 100 312 58 44 271 87 184 154 92 93102 8957 84145 51388 3106 2700 1492 1093 837 261 151 41 256 153 110 52 58 1208 399 406 32757 72 334 248 110 1093 275 243 290
internal_count=279631 211114 101760 109354 3230 43 3187 2667 520 420 84 336 100 312 58 44 271 87 184 154 92 93102 8957 84145 51388 3106 2700 1492 1093 837 261 151 41 256 153 110 52 58 1208 399 406 32757 72 334 248 110 1093 275 243 290
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=51
num_cat=0
split_feature=8 7 3 1 0 1 13 4 14 10 7 6 1 13 13 14 14 5 14 10 13 10 0 0 3 1 1 3 12 1 14 3 0 13 7 9 10 9 10 5 0 6 0 6 0 9 10 1 4 13
split_gain=0.00358771 0.00492839 0.00483197 0.0194103 0.00903434 0.011333 0.0125231 0.0113658 0.00993747 0.00982473 0.00826597 0.00947224 0.0117765 0.00903388 0.0177312 0.008585 0.0132678 0.0207222 0.0199423 0.00966867 0.0119859 0.0117864 0.00980475 0.0101033 0.0077999 0.019234 0.015046 0.0129937 0.0107612 0.0103549 0.0178381 0.0164495 0.0159528 0.0127445 0.0131685 0.0136016 0.0152493 0.0162487 0.0158234 0.0130445 0.0118534 0.018121 0.0144272 0.0116793 0.0166103 0.0115539 0.0148406 0.0188708 0.0156334 0.02276
threshold=1.5000000000000002 16.500000000000004 18.500000000000004 2089.9268894673855 658.36447093627214 2010.0693574974659 0.14459930313588851 4.5000000000000009 0.13714733542319751 0.04819976771196284 1.0000000180025095e-35 2.5000000000000004 1909.9731486135049 0.031754032258064523 0.080540540540540564 0.57359307359307377 0.61651583710407254 3.5000000000000004 0.59317129629629639 0.18834459459459463 0.04210992907801419 0.13423423423423428 835.12391301254218 792.40239783902211 26.500000000000004 3049.3733999235665 3007.5741317529969 28.500000000000004 3.5000000000000004 2452.3200893468074 0.66260162601626027 21.500000000000004 1124.0910823067372 0.84292763157894746 3.5000000000000004 3.5000000000000004 0.95293466223698797 2.5000000000000004 0.22792207792207794 4.5000000000000009 760.373837362372 3.5000000000000004 786.89210308344707 1.5000000000000002 1289.0088005912796 1.5000000000000002 0.83558558558558571 2846.3956359091098 4.5000000000000009 0.084219858156028379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 9 -8 -4 11 12 -6 -13 -15 -14 17 18 -17 21 -21 -18 23 -22 26 -26 29 -27 -28 31 33 32 -12 34 45 36 37 -36 -39 -35 41 -33 -42 44 -38 -31 -47 48 49 -48
right_child=1 -3 4 -5 10 6 8 -9 -10 -11 24 13 15 14 -16 16 19 -19 -20 20 22 -23 -24 -25 25 27 28 -29 -30 30 -32 40 -34 39 35 -37 43 38 -40 -41 42 -43 -44 -45 -46 46 47 -49 -50 -51
leaf_value=3.7341688923647006e-06 -1.4691466901211196e-05 -0.0006968758812245842 0.00090665393314945202 -0.00022935082385326192 0.0012817417890983052 0.00018620814968383606 0.00017620080381227615 0.00069625178469239293 -0.00011315725149307782 1.7298085654187389e-05 -1.4672913402596105e-05 -0.00031932166755933443 4.5469576927987285e-05 0.00037850735854707196 -7.7872199139375958e-05 0.00044215046567842365 0.00021435332413151874 0.00028565110150610278 0.0026236556271958928 -0.00058032294907968971 0.00020248789860318617 0.0012381811876391138 -8.253625213039917e-05 0.0011811198832999384 0.00012726624279580948 -0.00020684487799319486 -0.0011213508594373708 3.0825474445759597e-07 -0.00024386632734415891 -0.00014555129658168101 -0.00033840222370027387 0.00049842630068495561 -0.00023853994846552816 0.00011136905159219168 -0.00083048365369177207 0.00065725118935612656 0.000931569330112262 -0.00076652738672125628 0.00031810738558017812 -0.00128188199463087 -0.00019297895954171638 -0.00031256361256710931 0.00010586695754093866 -0.0003886310998939557 -0.00053399756875948919 -9.9106950114643837e-06 0.00081365143050788908 -0.00097076318250037736 0.00065427770571828523 -0.0011113618188948536
leaf_weight=194902 42289 26 36 1080 20 1012 398 141 1166 226 7447 277 5687 249 1465 20 117 114 22 74 107 37 235 35 2971 849 50 6985 116 1495 599 346 891 28 200 36 58 57 82 42 484 86 2439 82 29 4211 28 25 226 34
leaf_count=194902 42289 26 36 1080 20 1012 398 141 1166 226 7447 277 5687 249 1465 20 117 114 22 74 107 37 235 35 2971 849 50 6985 116 1495 599 346 891 28 200 36 58 57 82 42 484 86 2439 82 29 4211 28 25 226 34
internal_value=0 -8.5897e-06 -8.37843e-06 -2.0037e-05 3.85417e-06 8.77307e-05 4.91573e-05 0.000334294 -3.95227e-05 0.0001395 -2.66045e-06 4.09764e-05 7.03317e-05 -5.4388e-05 -1.1572e-05 6.65742e-05 0.000224291 0.000635434 0.00158484 0.000118277 1.47557e-06 0.000460338 0.000115675 0.0004437 -1.50074e-05 1.89403e-05 -3.42209e-05 -2.21417e-05 -0.000508169 -3.00636e-05 -7.70919e-05 -9.77128e-07 -3.85954e-05 -5.3494e-05 -4.63363e-05 -0.000281922 -0.000348478 -0.0005419 -0.000126671 -0.000724582 9.25135e-05 0.000336979 5.63831e-05 3.95109e-05 0.000443047 -2.50439e-05 1.47789e-05 0.000346944 0.000461329 -0.000242001
internal_weight=0 84729 84703 43369 41334 2979 2576 403 1564 262 38355 8459 6468 1991 1714 6448 761 156 42 605 451 154 377 142 29896 10805 19091 7834 166 18925 7232 11693 8338 6633 6563 544 508 339 139 70 3355 432 2923 169 87 6019 4524 313 288 62
internal_count=279631 84729 84703 43369 41334 2979 2576 403 1564 262 38355 8459 6468 1991 1714 6448 761 156 42 605 451 154 377 142 29896 10805 19091 7834 166 18925 7232 11693 8338 6633 6563 544 508 339 139 70 3355 432 2923 169 87 6019 4524 313 288 62
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=51
num_cat=0
split_feature=8 13 13 10 10 10 10 10 9 4 14 5 14 2 1 13 1 12 10 14 4 0 10 7 14 10 6 3 5 2 1 1 14 8 9 14 7 14 0 14 5 0 14 10 14 13 10 13 12 14
split_gain=0.00342583 0.00730501 0.0116835 0.0165416 0.0166462 0.0100589 0.0142496 0.016131 0.00942682 0.0154104 0.0187583 0.0128667 0.0118621 0.00906954 0.00928021 0.0264519 0.0175981 0.0105787 0.00816464 0.00801253 0.00785915 0.0138448 0.00752933 0.00983706 0.0131945 0.00766249 0.0120223 0.011128 0.0109476 0.0178389 0.00995658 0.0130351 0.0141323 0.0147495 0.0134804 0.0191099 0.0127046 0.0115921 0.0100043 0.00932954 0.00922673 0.0109486 0.00769236 0.0117603 0.013656 0.0138007 0.018484 0.0121848 0.0183195 0.010558
threshold=2.5000000000000004 0.087595907928388769 0.05634920634920635 0.1126984126984127 0.084523809523809543 0.17752100840336138 0.19139194139194141 0.19756097560975613 2.5000000000000004 5.5000000000000009 0.1012820512820513 8.5000000000000018 0.15075757575757578 2.5000000000000004 3091.4684149673285 0.061553030303030311 2904.5200653263769 4.5000000000000009 1.0000000180025095e-35 0.077677224736048281 4.5000000000000009 933.44303385326884 0.96824596774193561 6.5000000000000009 0.14434523809523811 0.83558558558558571 4.5000000000000009 30.500000000000004 8.5000000000000018 2.5000000000000004 2423.1344677252664 2469.2009762718558 0.53410852713178303 6.5000000000000009 2.5000000000000004 0.18834459459459463 3.5000000000000004 0.40238095238095245 662.67492417065887 0.91779279279279291 4.5000000000000009 891.78880821500877 0.40238095238095245 0.1012820512820513 0.074537037037037054 0.036375661375661381 0.072299651567944254 0.028991596638655467 9.5000000000000018 0.22361111111111112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 4 13 20 -7 -8 -9 -10 -11 12 -12 -4 16 -16 19 -18 -2 -15 -5 -22 23 25 -25 30 27 -27 29 -28 38 34 42 36 37 -36 39 -32 -20 40 -34 -42 43 44 -33 46 49 -45 -49 -46
right_child=1 -3 3 5 -6 6 7 8 9 10 11 -13 -14 14 15 -17 17 -19 22 -21 21 -23 -24 24 -26 26 28 -29 -30 -31 31 32 33 -35 35 -37 -38 -39 -40 -41 41 -43 -44 47 45 -47 -48 48 -50 -51
leaf_value=2.1912598128428799e-06 -0.00034143808379567516 -2.6233806814759883e-05 -0.00035296288842801005 9.7124808077775945e-05 0.0017605458741031942 0.0011350866487191524 -0.0013069207780063152 2.9537240523083867e-05 -8.5208034231627666e-05 0.0011478326273123352 -0.00044684037738988995 -0.00092266162447187869 0.00064472269359449848 -0.00039936362809385174 0.0015112490132451058 -0.00029844505550240036 0.0019377784510593741 0.00069315339050574141 6.7089135530021323e-05 0.00046472505949069794 -0.00098045215763448417 0.0002124217026977095 -0.00036683025229148621 -0.0002949049568996998 0.00096601346395199449 8.0326918627412274e-05 0.00010858525266762034 0.00092241272970568396 0.00036721437316610602 -0.0017422506228710216 -0.00046652073398708248 -0.0002914447722610526 -6.9672440347345305e-05 0.00088895462686195976 0.0021136425129952841 0.00040268674966486575 0.00043063248063336852 0.00097536043613217778 -0.00021130663266820903 0.00023441008337873165 -0.0004424329843041945 -0.0013418027717355136 0.00033804340485005756 -0.00018716662062061287 0.00076664732036146313 -0.00036711485167624898 0.0016539876564564066 6.4289787773290361e-05 0.0015073703763925511 -0.00015734569067717532
leaf_weight=241734 182 28891 45 74 21 32 21 1537 159 85 32 21 112 32 25 105 31 38 441 166 71 37 138 32 59 2044 23 40 23 30 46 72 39 22 24 51 34 20 1203 28 61 76 199 743 81 37 39 502 23 50
leaf_count=241734 182 28891 45 74 21 32 21 1537 159 85 32 21 112 32 25 105 31 38 441 166 71 37 138 32 59 2044 23 40 23 30 46 72 39 22 24 51 34 20 1203 28 61 76 199 743 81 37 39 502 23 50
internal_value=0 -1.39774e-05 2.53408e-05 0.00011368 0.000385115 5.60581e-05 8.84582e-05 7.14312e-05 8.63055e-05 0.000299638 0.0005444 0.00023354 0.000402153 0.000319767 0.000396021 4.9573e-05 0.000564703 0.00125233 -1.13726e-05 0.000325074 -0.000299809 -0.000571782 -1.65217e-06 6.68854e-06 0.000522614 -1.20076e-06 7.39632e-05 9.64898e-05 -0.000543739 -0.000939058 -4.4027e-05 2.6879e-05 -5.78387e-06 -0.000349695 0.000491572 0.000950193 -0.000464192 -2.9587e-05 -0.000136627 -0.000613329 -0.000748197 -0.000941353 4.54285e-05 7.78771e-06 0.000301682 0.000507988 0.000698451 -5.68784e-05 0.00012751 0.000413978
internal_weight=0 37897 9006 2644 463 2181 1999 1967 1946 409 250 165 144 442 397 130 267 69 6362 198 182 108 6180 6042 91 5951 2160 2084 76 53 3791 2147 2006 260 141 75 238 66 1644 204 176 137 1746 1547 279 207 170 1268 525 131
internal_count=279631 37897 9006 2644 463 2181 1999 1967 1946 409 250 165 144 442 397 130 267 69 6362 198 182 108 6180 6042 91 5951 2160 2084 76 53 3791 2147 2006 260 141 75 238 66 1644 204 176 137 1746 1547 279 207 170 1268 525 131
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=51
num_cat=0
split_feature=7 4 1 3 8 11 5 14 3 14 0 3 10 13 14 0 0 14 0 3 3 13 12 4 10 10 3 0 9 1 1 10 10 10 10 13 12 14 0 10 0 5 7 10 10 4 8 0 7 10
split_gain=0.00326284 0.00623209 0.00937802 0.00827716 0.00808902 0.00752512 0.00681289 0.0179993 0.0186668 0.0256318 0.0156088 0.013697 0.013083 0.0115979 0.0109643 0.0166525 0.0166179 0.0107099 0.00882204 0.00668592 0.0179536 0.0181749 0.00933648 0.00809988 0.0103122 0.00744666 0.00640145 0.00783307 0.0106256 0.00974515 0.00692132 0.00739193 0.00771641 0.0270543 0.0129053 0.0114922 0.00986973 0.00928772 0.00795117 0.00738345 0.00622557 0.015873 0.0100621 0.00884809 0.0110719 0.00978096 0.00923015 0.0142945 0.0146948 0.00818436
threshold=3.5000000000000004 10.500000000000002 2715.3598764542044 45.500000000000007 1.0000000180025095e-35 0.054093567251461992 7.5000000000000009 0.28062500000000007 33.500000000000007 0.23166368515205729 1135.086528240877 42.500000000000007 0.97014260249554385 0.20256410256410259 0.16496598639455784 1113.5670458188422 1242.5784396434321 0.11237373737373739 1364.7041533538422 40.500000000000007 37.500000000000007 0.20881782945736438 6.5000000000000009 13.500000000000002 0.63762626262626265 0.54653679653679665 32.500000000000007 907.74089229267565 3.5000000000000004 4197.4883033117148 3616.7164640063575 0.94519519519519524 0.43826219512195125 0.30151515151515157 0.05634920634920635 0.17445652173913045 4.5000000000000009 0.23166368515205729 1203.0768547389173 0.73431372549019625 924.13557371275863 5.5000000000000009 11.500000000000002 0.96362433862433872 0.95553359683794481 3.5000000000000004 2.5000000000000004 876.4685166017922 4.5000000000000009 0.913664596273292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 12 8 -8 11 13 14 19 -9 16 -16 -10 -14 -12 20 26 23 -23 24 -22 -21 -4 -28 29 30 -29 32 33 34 -32 -36 -34 39 -35 -38 41 -2 43 44 46 -45 47 -43 -49 -48
right_child=40 2 3 -5 -6 -7 7 10 9 -11 18 -13 17 -15 15 -17 -18 -19 -20 25 21 22 -24 -25 -26 -27 27 28 -30 -31 31 -33 36 38 35 -37 37 -39 -40 -41 -42 42 -44 45 -46 -47 49 48 -50 -51
leaf_value=4.1144712098871438e-07 -3.0227169694414554e-05 5.0885413565993082e-05 3.0235155434723033e-05 -0.00072222547570356373 0.0011174302033032291 0.00080285513004387877 -0.00066074550203565102 -0.0018287768665080268 0.0016658687252250578 0.0023466542246751488 0.0010570138641262682 -0.00054952640808187433 4.1235729284004457e-05 -0.00016703234813619582 -0.00096091324929147958 0.0010325490542031318 0.00018071722583807705 -0.00088054045817166898 -0.00037572770213176101 0.00096443188057968488 -0.00073191015060240436 -0.00024845815391745421 0.0012009236367885026 -6.4432146107970648e-05 -0.0020256697981676556 -9.9880028709001782e-05 -0.00036841740619955946 0.0010570629371483978 0.0010299748255182867 -0.00059542958430635435 -0.00040985449910118819 -0.00069330682978034023 -6.742917878574716e-05 -0.0013986325887214792 0.00042527238660727856 0.0015788799745496363 0.000213453603663406 0.0017602268829131904 -0.00024489502056894706 0.0013572419094132438 -6.7512148938674301e-05 0.00016229382350388735 0.0012810614187037574 -0.0011161699525213667 0.00062286330727374668 6.9103565866775494e-05 7.7577483461514738e-05 0.0015884483550325968 0.00025699236756799806 -0.00046295922935920929
leaf_weight=265384 5548 32 1122 33 40 35 27 21 48 22 22 25 58 21 20 22 31 69 21 42 67 25 20 29 20 27 47 28 46 33 31 20 38 28 77 30 43 23 32 21 5080 320 20 28 128 46 517 40 43 81
leaf_count=265384 5548 32 1122 33 40 35 27 21 48 22 22 25 58 21 20 22 31 69 21 42 67 25 20 29 20 27 47 28 46 33 31 20 38 28 77 30 43 23 32 21 5080 320 20 28 128 46 517 40 43 81
internal_value=0 1.13622e-06 8.14133e-05 6.40021e-05 0.00064341 7.5327e-05 6.404e-05 0.000294864 0.000559538 0.000755655 -0.000312329 0.000515915 3.13322e-05 -0.000997905 0.000736047 8.32813e-05 0.00108309 -0.000459572 0.000357303 6.50503e-05 4.63307e-05 -0.000457223 0.000395712 -0.000788103 -0.00102933 0.000547962 9.64061e-05 0.00024579 0.000309941 0.000227957 0.000301196 0.000239492 0.000297251 0.000103073 0.000488456 0.000748714 0.000604828 0.000898458 -0.000783306 0.000588759 -2.56736e-05 5.71613e-06 0.000168769 0.000150277 0.000184993 -0.000379378 0.000129001 0.000313952 0.000898658 4.36097e-06
internal_weight=0 267780 2396 2324 72 2291 2256 280 195 168 85 146 1976 42 121 42 79 127 43 1849 1780 161 45 116 87 69 1619 497 450 404 371 343 323 198 138 107 125 87 60 64 11851 6771 1223 1203 1129 74 1001 403 83 598
internal_count=279631 267780 2396 2324 72 2291 2256 280 195 168 85 146 1976 42 121 42 79 127 43 1849 1780 161 45 116 87 69 1619 497 450 404 371 343 323 198 138 107 125 87 60 64 11851 6771 1223 1203 1129 74 1001 403 83 598
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=51
num_cat=0
split_feature=0 3 1 1 10 13 4 8 9 10 11 14 10 3 3 0 3 0 13 1 10 5 10 10 10 0 10 1 1 9 0 0 13 14 9 4 3 10 0 5 10 14 6 13 5 14 0 6 0 8
split_gain=0.00326032 0.00578042 0.00422579 0.00546168 0.0047902 0.00413309 0.00374873 0.00345872 0.00405986 0.0178438 0.00892783 0.00835067 0.0104132 0.0153432 0.0110507 0.0104451 0.0128064 0.00978373 0.00971242 0.00925087 0.0153948 0.0187976 0.0128121 0.00900544 0.0217002 0.0176473 0.0257896 0.0183202 0.0177879 0.0196313 0.0158472 0.0138994 0.0155411 0.0138305 0.0135549 0.0127003 0.0121526 0.0345373 0.0260533 0.0154038 0.0148913 0.0128076 0.0108467 0.0174202 0.0111477 0.0223054 0.0121117 0.0115226 0.0105761 0.0182576
threshold=355.87763915758541 7.5000000000000009 1211.5793045386051 1050.5572866626042 0.6198686371100165 0.49390243902439029 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.81934731934731941 0.11882352941176472 0.6984848484848486 0.32071428571428579 31.500000000000004 34.500000000000007 522.62098448938548 27.500000000000004 933.44303385326884 0.14142857142857146 2408.1508409761141 0.15470085470085473 4.5000000000000009 0.13423423423423428 0.13100686498855837 0.12660256410256412 619.83368848391717 0.23606811145510839 2904.5200653263769 1644.8206512452641 3.5000000000000004 587.99658264167203 1078.5099592134823 0.32200460829493094 0.47434210526315795 3.5000000000000004 7.5000000000000009 24.500000000000004 0.27842377260981915 828.44638242267558 2.5000000000000004 0.57359307359307377 0.39736842105263165 3.5000000000000004 0.23861283643892342 5.5000000000000009 0.19399641577060936 903.47680643148226 1.5000000000000002 1104.0542682349771 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -2 -9 10 11 23 14 15 17 -14 -17 -13 -15 20 21 -19 -21 24 30 26 -25 31 -28 -30 -10 36 -33 -34 -32 -36 -27 -38 41 -40 42 -39 44 -44 45 46 -41 -47 -29 -50
right_child=7 2 -4 -5 5 -7 -8 8 9 -11 -12 12 13 18 -16 16 -18 19 -20 22 -22 -23 -24 25 -26 27 28 48 29 -31 34 32 33 -35 35 -37 37 38 39 40 -42 -43 43 -45 -46 47 -48 -49 49 -51
leaf_value=-0.00051604947777676691 7.4761707806644931e-06 -0.00020627517732440864 -0.00032052597560475936 0.00021975787893969333 -6.5483560513499435e-05 -0.00053690144918421185 8.8045959570910945e-05 -8.3595686983727438e-06 7.3091470289252076e-05 -0.00043965224562932483 -0.00044219013194311558 0.00010349519659314558 -0.00027141692582924911 0.0016769624594599011 -0.00090965808575184869 5.1604330380986528e-05 -0.00075082998653390237 0.00058362569950240408 0.00027238559246143271 -0.00063338381587527701 -1.7195762358886865e-05 0.0020563606213545426 0.00072086378706679236 0.00011133977543661955 -0.00056512735150926864 8.1966381467016918e-05 -0.00030754535437245163 -4.754662656001891e-05 1.1823004563975449e-05 -0.0003139677601925097 -8.1600034258838189e-05 -0.00029400972706383445 7.4659525016613766e-05 0.0013180243836429257 -1.4335112710475682e-05 0.00022796200582007368 -0.00012719415955752229 0.00028249672375170703 -0.00014553977921605112 -0.00026023987281535357 0.00019513093784232351 -0.00037780504267372994 -0.00082716416135164257 0.001234717577463016 0.00064633557778047662 0.0014818822353845464 0.0010889647938631699 0.0027730240473627221 0.00042464499064446431 -0.00010641276565504875
leaf_weight=73 105451 156 131 192 94 92 353 130881 3560 220 108 3463 429 20 26 1135 52 78 32 40 58 30 31 1632 184 8719 999 4932 2087 594 8139 455 160 26 2301 707 428 364 50 21 85 92 21 20 107 48 80 27 334 314
leaf_count=73 105451 156 131 192 94 92 353 130881 3560 220 108 3463 429 20 26 1135 52 78 32 40 58 30 31 1632 184 8719 999 4932 2087 594 8139 455 160 26 2301 707 428 364 50 21 85 92 21 20 107 48 80 27 334 314
internal_value=0 -8.62659e-05 -5.54464e-05 -1.62972e-05 -8.15095e-05 -0.000298658 -2.15855e-06 3.37891e-07 -4.01096e-06 9.47344e-06 1.18267e-05 1.29975e-05 7.10652e-05 -3.27665e-05 0.000117547 -5.99691e-05 1.64514e-05 0.000124765 0.000812607 0.00043556 0.000639857 0.000992719 -4.20926e-05 4.4129e-06 -2.55011e-05 2.50403e-05 -5.40952e-05 5.08567e-05 -0.000127462 -6.03589e-05 -1.87498e-05 8.91508e-05 -0.000136599 0.000248463 -4.8081e-05 4.26144e-05 0.000103532 0.000243542 0.000416957 0.000682887 0.000784162 0.000149278 0.000938691 0.000178632 0.00104881 0.00129349 0.000808437 0.00194669 -2.25954e-05 0.000167311
internal_weight=0 1091 1018 887 695 186 509 278540 173089 42208 41988 41880 5394 1668 3726 1616 1187 3700 52 237 166 108 71 36486 14891 21595 5312 16283 3680 2681 14707 10703 641 186 11147 3008 10062 1343 915 459 409 456 324 41 283 176 101 75 5580 648
internal_count=279631 1091 1018 887 695 186 509 278540 173089 42208 41988 41880 5394 1668 3726 1616 1187 3700 52 237 166 108 71 36486 14891 21595 5312 16283 3680 2681 14707 10703 641 186 11147 3008 10062 1343 915 459 409 456 324 41 283 176 101 75 5580 648
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=51
num_cat=0
split_feature=3 1 1 0 0 4 10 10 3 0 1 3 1 0 8 10 0 10 13 3 0 7 7 1 8 12 1 10 6 14 1 12 0 10 4 3 7 5 1 6 1 10 4 0 0 14 10 14 10 1
split_gain=0.0032473 0.0190503 0.0119708 0.00847465 0.00773362 0.00653878 0.00706924 0.00652558 0.0063044 0.00954695 0.00932242 0.0103767 0.0171993 0.014271 0.0132942 0.0131604 0.0115564 0.0106882 0.0156777 0.0102885 0.0163894 0.0156997 0.0122774 0.0122543 0.0112969 0.0108005 0.0104867 0.00984536 0.00973598 0.00939312 0.00927088 0.00861184 0.00848267 0.0087182 0.00846175 0.00832865 0.00937485 0.0136218 0.0126554 0.0109316 0.0114136 0.00893055 0.00818702 0.00714141 0.00707021 0.00952208 0.00704574 0.00962795 0.00987595 0.006869
threshold=10.500000000000002 1228.6570092455443 1268.6169496378952 1222.5833773881889 679.36994087171206 4.5000000000000009 0.88303693570451447 0.39339826839826847 11.500000000000002 703.39257318585214 1453.6202201032145 14.500000000000002 1670.9124033635953 907.74089229267565 1.0000000180025095e-35 0.56711711711711721 450.88278980212209 0.82807881773399028 0.57979626485568769 16.500000000000004 957.12540010465557 1.0000000180025095e-35 2.5000000000000004 1957.9177137252361 1.5000000000000002 3.5000000000000004 1957.9177137252361 0.85092592592592597 5.5000000000000009 0.74596774193548399 2036.9135851320555 1.0000000180025095e-35 559.80756794594708 0.86425061425061445 1.5000000000000002 17.500000000000004 1.0000000180025095e-35 3.5000000000000004 2128.0092764220458 1.5000000000000002 2001.0640350640863 0.35067567567567576 1.5000000000000002 957.12540010465557 838.67050112781965 0.75337837837837851 0.74133811230585434 0.12060606060606062 0.6198686371100165 1992.9914357724244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 7 -1 -7 -3 9 -4 -10 13 -13 17 27 -16 -14 18 29 20 22 -22 24 28 25 30 -26 -15 42 -12 -18 -20 -27 46 -19 36 37 38 39 -25 49 -39 -21 -29 45 -30 47 48 -34 -41
right_child=2 3 8 -5 -6 6 -8 -9 10 -11 11 12 16 14 15 -17 19 34 31 23 21 -23 -24 35 26 32 -28 43 44 -31 -32 -33 33 -35 -36 -37 -38 41 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-4.8703158191935535e-06 5.1232387166334535e-05 -2.8449668163364614e-05 -2.0206182849023977e-05 0.00090743299778772615 -0.00042915483147575034 0.00017121258782562499 3.8165148826029335e-06 -0.00013572446565409066 3.3117350544685152e-05 -0.00016815001184815369 2.5554655308386798e-05 7.502721448699621e-05 0.00023728810472718466 -0.00055581675020315653 -0.00016719693806953729 -0.0016522048351927535 -8.5455535493980546e-06 -0.00031810363011967717 -1.3298715002461984e-05 -0.0001399338917315362 -8.3558928432776543e-05 -0.00042445128369667613 -0.00021424651193500694 0.00012963716946521372 -5.9889481168096397e-05 -0.00023099978885313241 -0.00051538217520046177 -7.2717874916799534e-05 0.00013420020773385961 -0.00010749767998086292 -0.00035252503892013406 -0.00014834458869324759 -9.5476358516198559e-05 -2.8699220130543237e-05 -5.3975010095158539e-05 3.5785116849687335e-06 -0.00013138892643094435 -0.00066390040497103428 -0.00019110361932045124 6.9581103751420578e-05 -0.00025344626298122902 -0.00010780607416984246 5.362925839201066e-05 0.0010667725664097816 0.00013517884100164179 0.0013064293168121724 0.00042087917752236007 0.00017330193405837671 0.00053262443870535469 0.00085443138119964195
leaf_weight=49549 12044 2515 11122 21 172 1121 1442 3249 21625 1209 18326 8163 512 77 25 37 12504 311 2214 570 1175 474 776 1986 6179 211 129 44 30 1430 199 2529 673 1064 12134 84253 2499 118 549 137 425 186 13131 20 85 41 205 2037 69 35
leaf_count=49549 12044 2515 11122 21 172 1121 1442 3249 21625 1209 18326 8163 512 77 25 37 12504 311 2214 570 1175 474 776 1986 6179 211 129 44 30 1430 199 2529 673 1064 12134 84253 2499 118 549 137 425 186 13131 20 85 41 205 2037 69 35
internal_value=0 -1.05248e-05 2.75844e-06 -9.52288e-05 -9.8776e-05 -8.42158e-07 7.70319e-05 -8.89174e-05 -2.80552e-08 -3.47114e-05 2.14085e-06 -1.6747e-06 4.62259e-06 -2.51393e-05 -0.000443219 -0.00105341 2.10277e-07 -2.28421e-05 -3.67419e-06 -7.25316e-07 -2.90586e-05 -0.000181547 -1.86013e-05 6.27187e-06 -1.2077e-05 9.16807e-06 -6.92044e-05 -0.000174908 5.00486e-05 1.59239e-05 -1.39342e-05 -8.53061e-05 7.80735e-05 9.41837e-05 -6.05756e-05 -4.54231e-07 -5.77029e-05 -4.11106e-06 2.6905e-05 7.32414e-05 -0.000114367 -0.000323658 4.55765e-05 0.000283373 0.000442819 0.000811121 0.000138 0.000117133 -3.70681e-05 0.000229289
internal_weight=0 58069 221562 5957 5936 52112 2563 5764 209518 12331 197187 175562 138415 37147 203 62 130252 36944 24499 129740 25695 1649 24046 104045 23270 16962 6308 141 13857 19756 12703 4743 4259 4048 12445 90188 5935 3436 3132 2583 597 304 13701 64 156 71 2984 2779 742 172
internal_count=279631 58069 221562 5957 5936 52112 2563 5764 209518 12331 197187 175562 138415 37147 203 62 130252 36944 24499 129740 25695 1649 24046 104045 23270 16962 6308 141 13857 19756 12703 4743 4259 4048 12445 90188 5935 3436 3132 2583 597 304 13701 64 156 71 2984 2779 742 172
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=51
num_cat=0
split_feature=7 4 6 0 3 9 0 8 3 1 3 5 1 5 10 5 14 13 0 14 14 12 4 7 13 6 3 1 5 10 5 10 0 6 14 10 12 1 0 0 3 12 13 10 9 12 10 6 0 4
split_gain=0.00346976 0.0061015 0.00577452 0.00918921 0.0282169 0.0202965 0.0114271 0.00576769 0.00618199 0.013942 0.0165884 0.0127072 0.0121141 0.0118796 0.0116065 0.0115357 0.0116049 0.0114961 0.0144947 0.0192573 0.0226408 0.0165308 0.0156442 0.0195566 0.0132565 0.0116678 0.0111519 0.0114129 0.0115198 0.0203084 0.0189765 0.017191 0.011081 0.0105817 0.00979905 0.0099253 0.0102097 0.00982202 0.00952111 0.00947079 0.00992458 0.00921258 0.0157774 0.0096428 0.0105947 0.00907499 0.00864758 0.0223445 0.0111145 0.00864743
threshold=1.5000000000000002 16.500000000000004 8.5000000000000018 924.13557371275863 30.500000000000004 2.5000000000000004 773.3327466365821 12.500000000000002 27.500000000000004 3438.6371619929478 30.500000000000004 3.5000000000000004 3183.3810684193081 5.5000000000000009 0.16472868217054268 7.5000000000000009 0.063164893617021281 0.35067567567567576 1040.0256050067871 0.16496598639455784 0.080540540540540564 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 0.26393188854489169 2.5000000000000004 32.500000000000007 3616.7164640063575 3.5000000000000004 0.6478537360890303 4.5000000000000009 0.27149877149877155 800.94442982758699 2.5000000000000004 0.04819976771196284 0.11834733893557424 6.5000000000000009 3616.7164640063575 1187.5997340955021 1242.5784396434321 35.500000000000007 3.5000000000000004 0.28708791208791212 0.12660256410256412 3.5000000000000004 8.5000000000000018 0.050641025641025648 4.5000000000000009 1001.157454449629 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 6 -5 -4 8 12 11 14 49 -1 -13 -11 16 34 18 19 20 21 -17 -21 -24 -20 -25 41 -28 29 31 39 -29 -14 -33 37 36 -36 -12 -16 40 -30 42 -18 44 -43 -39 48 -48 -32 -10
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 15 13 32 -15 38 17 26 -19 24 22 -22 -23 23 25 -26 -27 27 28 30 -31 46 33 -34 -35 35 -37 -38 45 -40 -41 -42 43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=2.3696412944775028e-06 -9.2524533428045249e-06 0.00082276783650740985 -0.001348126218848241 -0.0001417784421101579 0.0014188080849375443 -0.0015379457462081014 0.00024896328603582723 -0.00084588140365667638 0.00068368161026918306 0.00010481373137736228 0.00072462507143981111 -7.152337637360039e-05 0.00032762103162654833 0.00017000481556993008 -0.00042065744067341172 -0.0015897457612611887 0.00099846958204310543 0.0003842338734569076 -0.00013563610230366149 -0.00010881757916649804 0.00078373444510277269 0.00021934076857692359 -0.0025733822956681253 -0.00025521110285133604 0.0011019133026517617 -0.0017816371173553524 0.0012468928456655704 0.00021393925293743837 -0.00039568843656323022 -0.00038286752608274264 0.0018088868945293751 0.0024745138812526739 -0.00047401091958353554 0.0010490368485140305 -0.00030674670386360964 -0.00021020006752223708 -0.0018852456472814084 -0.00041554289346095179 -0.0013844932945332779 0.00018647092729224824 -0.0017848536313249499 -0.0011416696915569824 -0.00041673551587014266 3.3580711185923473e-05 -3.6309655937973575e-05 0.0004707009874035193 0.00039785200434567949 -0.00090114338979076008 0.00016192803159356119 0.00023031744948646366
leaf_weight=205800 68292 22 24 94 28 36 21 20 145 100 46 803 53 1391 220 28 54 78 220 32 43 23 25 31 24 21 32 33 36 31 21 23 231 30 20 116 21 88 29 32 20 41 31 335 46 43 257 38 20 383
leaf_count=205800 68292 22 24 94 28 36 21 20 145 100 46 803 53 1391 220 28 54 78 220 32 43 23 25 31 24 21 32 33 36 31 21 23 231 30 20 116 21 88 29 32 20 41 31 335 46 43 257 38 20 383
internal_value=0 -9.77657e-06 -1.0044e-05 -0.000276322 0.0001726 -0.000528409 -0.000602818 3.17298e-06 3.25343e-06 5.81316e-05 -3.28452e-05 0.000134603 1.91931e-06 8.16059e-05 -0.000350182 2.42722e-05 9.8584e-05 -0.000175874 -0.000273611 -0.000585764 -6.1356e-05 -0.000773883 -0.00103801 -0.00142416 -1.39099e-05 -0.000871652 0.000178242 0.000329374 0.000275103 0.000714325 0.000153903 0.00110982 -0.000324411 0.00166764 -0.000158992 -0.00044655 -0.00111525 9.60741e-05 -0.000532911 -0.000499713 -0.000891819 7.4347e-06 0.000482336 -8.82208e-05 -0.000557226 -0.000124638 0.000325088 0.000230524 0.00100549 0.000354821
internal_weight=0 68517 68495 203 73 130 45 211114 211094 5010 2288 2722 206084 2194 349 1939 1414 525 447 203 94 51 109 77 244 52 1080 573 541 117 424 86 284 53 334 157 41 177 249 88 56 507 85 422 87 131 336 295 41 528
internal_count=279631 68517 68495 203 73 130 45 211114 211094 5010 2288 2722 206084 2194 349 1939 1414 525 447 203 94 51 109 77 244 52 1080 573 541 117 424 86 284 53 334 157 41 177 249 88 56 507 85 422 87 131 336 295 41 528
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=51
num_cat=0
split_feature=8 4 1 3 14 10 13 9 14 14 14 5 9 9 2 0 13 10 10 8 9 3 13 1 9 10 10 10 14 14 14 6 0 13 5 2 6 14 13 10 13 13 13 7 0 14 14 13 0 14
split_gain=0.00315636 0.00654223 0.00793766 0.0085316 0.00678699 0.00671193 0.00789127 0.0125057 0.0100944 0.0108751 0.0097806 0.00925273 0.0142616 0.018671 0.0136627 0.00871293 0.00787519 0.0074346 0.0133609 0.0138065 0.00988011 0.0110061 0.0100286 0.0136525 0.0154343 0.0187445 0.01514 0.0142902 0.0169156 0.0158665 0.0117893 0.0100412 0.0095357 0.00909297 0.00925339 0.0144966 0.0138855 0.0177499 0.0185006 0.0113537 0.0226264 0.0171888 0.0147779 0.017214 0.0133208 0.026606 0.0112978 0.0120348 0.0162995 0.0125482
threshold=3.5000000000000004 3.5000000000000004 1966.0031804422072 17.500000000000004 0.19399641577060936 1.0000000180025095e-35 0.059714795008912663 2.5000000000000004 0.62331081081081086 0.75337837837837851 0.14434523809523811 5.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 696.63337346559217 0.14142857142857146 0.077935222672064791 0.067816091954023008 5.5000000000000009 2.5000000000000004 43.500000000000007 0.03883861236802414 2571.3753443570063 3.5000000000000004 0.50490196078431382 0.27149877149877155 0.2022727272727273 0.29478609625668456 0.16843971631205676 0.18065268065268067 1.5000000000000002 895.46853471908219 0.04819976771196284 6.5000000000000009 3.5000000000000004 2.5000000000000004 0.13100686498855837 0.32200460829493094 0.23166368515205729 0.098780487804878067 0.080540540540540564 0.061553030303030311 1.5000000000000002 1013.9723183850269 0.36474501108647456 0.21807065217391305 0.3623737373737374 721.40394354093883 0.14119601328903655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -5 10 -10 11 15 -13 14 -14 -8 -11 18 -7 -20 -19 22 23 -22 25 27 -26 32 29 31 -27 -29 -25 -24 39 36 37 38 -36 40 -35 42 -41 -44 -43 -46 47 49 -49 -42
right_child=1 2 3 5 -6 17 8 -9 9 16 -12 12 13 -15 -16 -17 -18 20 19 -21 21 -23 33 24 26 30 -28 28 -30 -31 -32 -33 -34 34 35 -37 -38 -39 -40 41 46 44 43 -45 45 -47 -48 48 -50 -51
leaf_value=1.3453714686168836e-06 -6.7734539329941844e-05 0.00030561878583033582 -0.00070316043100319807 0.00038671122278056801 5.0392931794030296e-05 -9.2336244355937291e-05 0.00072465738809954086 -0.00094410073833409473 0.0015121327037027536 0.0011074164319628229 -6.8342073015054415e-05 -6.1703753750340113e-05 0.0021513382233904615 -0.00024971010649702902 0.00075285708444425845 -0.00035599861427699304 3.5751673858612773e-05 -4.6757210245389064e-05 -0.0010009070024768144 0.00041155459422787482 0.00062283607688846585 -0.00070485403140385953 0.00069614525752566649 -0.00077674497194864136 0.00080835563892737582 0.00095315677999678887 -0.00037747423966899151 -0.0018110480908283288 -0.00032016256904731006 -0.002553905232343823 -0.00041497766928401804 -0.00040470126589449743 0.00049027375114912342 -0.0013831202265512394 -0.0015417266436694868 8.6714059289938949e-05 0.0010253919975194764 0.00052441090903792458 0.00035009642929903105 -0.00037098737617877002 0.00010284904953247558 0.00011057658362908823 0.00037037976878711437 0.0018523493742880722 -0.0011146521090619986 0.0007908914972526523 -0.00037158091159563469 0.00076142948867830755 -0.00079912393729583437 0.0014874396870921678
leaf_weight=262776 5181 333 45 31 1196 759 26 41 26 24 358 54 31 24 40 66 60 5853 81 22 51 45 68 27 57 32 51 22 52 24 31 30 33 38 24 677 89 182 28 24 36 554 43 36 62 26 161 27 44 30
leaf_count=262776 5181 333 45 31 1196 759 26 41 26 24 358 54 31 24 40 66 60 5853 81 22 51 45 68 27 57 32 51 22 52 24 31 30 33 38 24 677 89 182 28 24 36 554 43 36 62 26 161 27 44 30
internal_value=0 -2.09749e-05 -2.22603e-07 -1.62287e-05 0.000105978 -1.31681e-05 0.000127629 -0.000371112 0.000178276 0.000618532 9.74281e-05 0.000343676 0.000587119 0.000955923 0.00136346 -5.05958e-05 0.000341942 -2.49678e-05 -0.000164852 -0.000699216 -1.07098e-05 7.03138e-05 8.39451e-05 -0.000142666 -0.000251414 -0.000466465 0.00024838 -0.000716592 -0.00101505 -0.0014905 0.000279948 -0.000999694 -7.98847e-05 0.000127179 0.000108587 0.000218209 0.00049382 0.000291641 -0.000523053 7.17964e-06 -0.000234108 0.000116002 0.000715604 0.00104571 1.9804e-05 -0.000551651 -8.75894e-05 0.000246153 -0.000205674 0.000732208
internal_weight=0 16855 11674 10145 1529 10100 781 72 709 110 599 241 149 95 71 92 84 9319 862 103 8457 2604 2559 410 359 251 108 188 128 76 63 52 60 2149 2081 1000 323 234 52 1081 336 745 103 79 642 88 298 137 71 66
internal_count=279631 16855 11674 10145 1529 10100 781 72 709 110 599 241 149 95 71 92 84 9319 862 103 8457 2604 2559 410 359 251 108 188 128 76 63 52 60 2149 2081 1000 323 234 52 1081 336 745 103 79 642 88 298 137 71 66
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=51
num_cat=0
split_feature=5 9 3 8 5 3 5 7 0 5 10 7 4 10 10 14 10 10 10 10 1 10 4 0 10 14 1 4 1 12 8 6 5 3 14 13 8 4 3 1 7 10 1 1 4 12 2 9 9 4
split_gain=0.0031222 0.00417939 0.00543381 0.00390512 0.0083852 0.0036343 0.00326473 0.0032151 0.00596892 0.0152489 0.00872247 0.00941267 0.011357 0.00875167 0.0193481 0.015034 0.0107231 0.0291665 0.0144023 0.0223378 0.0188595 0.0165643 0.0158355 0.01375 0.0109065 0.0110838 0.0106036 0.00973564 0.00968334 0.00810786 0.0160581 0.0100826 0.009111 0.0147843 0.0106697 0.0135624 0.0117419 0.0107466 0.0110324 0.0139272 0.0100565 0.0145827 0.00874535 0.0157542 0.00837281 0.0276537 0.0126058 0.012985 0.0115391 0.0248811
threshold=18.500000000000004 2.5000000000000004 41.500000000000007 11.500000000000002 15.500000000000002 49.500000000000007 17.500000000000004 3.5000000000000004 924.13557371275863 5.5000000000000009 0.053342816500711245 6.5000000000000009 7.5000000000000009 0.71240601503759404 0.67054263565891481 0.10762548262548265 0.81016731016731025 0.82807881773399028 0.89009661835748799 0.9104278074866311 2392.1183921884472 0.91779279279279291 5.5000000000000009 983.43194644661196 0.9298029556650248 0.32200460829493094 3297.5540643465279 9.5000000000000018 2408.1508409761141 2.5000000000000004 6.5000000000000009 8.5000000000000018 11.500000000000002 36.500000000000007 0.69337606837606847 0.80243902439024406 1.5000000000000002 5.5000000000000009 32.500000000000007 3091.4684149673285 4.5000000000000009 0.28759398496240607 2438.1594628963853 2846.3956359091098 9.5000000000000018 3.5000000000000004 3.5000000000000004 2.5000000000000004 3.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 7 -1 9 -9 11 12 -10 14 29 -16 23 -18 20 22 -19 -21 -20 -15 25 -23 -22 -25 -17 30 32 44 33 34 35 36 -12 -38 39 42 41 -36 -39 -44 48 -46 47 -47 -31 -50
right_child=1 -3 -4 4 -6 -7 -8 8 10 -11 13 -13 -14 16 15 28 17 18 19 21 26 24 -24 27 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 40 -37 37 38 -40 -41 -42 -43 43 -45 45 46 -48 -49 49 -51
leaf_value=1.110921322806608e-06 0.00040787081505792839 0.00091445169832912233 -0.00058263625833205885 -0.00093530473859573251 0.00036977892857976264 0.00056960027515222985 -0.00052163569935752697 -2.9967590742034154e-05 -0.0003692269038379569 0.00016620663471764798 -2.8464737850952541e-05 -0.00096986916815189447 0.00026364392059197904 0.00040446649887599057 0.0017245679507376971 0.0012600294128060343 0.0012421934825663523 0.00046313034343676505 8.1259323332201822e-05 -0.0014370953876768119 -0.0016374588215712278 0.0014845851210834966 0.0017482982773799451 -0.00089798277528235966 -0.00010414789387472232 -0.00010256462205275471 -0.00042297541585867293 0.00017250271708829903 -4.5522504096508638e-05 0.00010676435106798989 -0.0011804732668679208 -0.0010203983557100097 -0.00096943892609228249 0.00077404305440722967 -0.00016006929072318599 0.00079831616686923163 -0.0011959329954281982 0.00035776912751000215 -0.0013807197217829527 0.00090810025479489331 -0.00018928599490878559 0.0014703637169077412 -0.0018079489926331798 -0.00011360048939583496 0.00077788438691424018 -0.00023754524899849365 -0.00069565309908391692 0.0010698336834573875 -3.3533667516641563e-05 0.0017354936658271721
leaf_weight=267677 45 21 20 32 20 28 30 5546 271 1206 156 45 96 35 27 20 41 26 29 23 41 22 28 116 2166 22 32 26 49 865 36 21 28 50 24 28 56 23 22 24 53 32 23 34 67 109 136 23 46 35
leaf_count=267677 45 21 20 32 20 28 30 5546 271 1206 156 45 96 35 27 20 41 26 29 23 41 22 28 116 2166 22 32 26 49 865 36 21 28 50 24 28 56 23 22 24 53 32 23 34 67 109 136 23 46 35
internal_value=0 0.00030122 0.000103099 -9.26682e-08 -0.000433349 -1.20602e-08 -6.91305e-08 -1.31354e-08 -2.56029e-05 5.07182e-06 -6.69763e-05 -0.000287366 -0.00020368 -4.72113e-05 3.18368e-05 0.000724305 -0.00010746 -8.00921e-05 -0.000102785 -7.72595e-05 -0.000693229 -0.000102209 0.000900156 -0.00048319 -8.83167e-05 0.00069101 -0.00110508 -0.000701978 0.000332898 -3.31757e-06 -0.000157248 6.63177e-05 -9.06369e-05 -4.37674e-05 -0.000129853 -0.000259175 -0.000346777 -0.000619617 -0.000363476 -0.00014829 0.000304384 0.000771607 -0.000465207 -0.000797285 8.41328e-05 -0.000130677 -0.000357817 -9.74437e-06 0.000160202 0.000730861
internal_weight=0 86 65 279545 52 279493 279465 279435 11758 6752 5006 412 367 4594 1987 96 2607 2430 2389 2290 99 2233 57 177 2210 44 73 142 69 1891 589 1302 553 525 475 366 338 182 126 104 109 56 80 57 1281 335 268 132 946 81
internal_count=279631 86 65 279545 52 279493 279465 279435 11758 6752 5006 412 367 4594 1987 96 2607 2430 2389 2290 99 2233 57 177 2210 44 73 142 69 1891 589 1302 553 525 475 366 338 182 126 104 109 56 80 57 1281 335 268 132 946 81
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=51
num_cat=0
split_feature=7 8 3 1 5 8 7 10 14 14 0 4 6 0 10 0 9 12 9 0 14 14 0 3 14 3 1 1 4 0 7 14 14 5 6 13 14 1 5 8 4 0 0 0 6 13 14 0 1 10
split_gain=0.00305638 0.00496923 0.00882069 0.0160151 0.00898887 0.020088 0.01906 0.00821671 0.00810277 0.0198474 0.0171766 0.0141781 0.0142001 0.0192628 0.0315528 0.0141314 0.0131548 0.0120737 0.00929245 0.00939756 0.00839983 0.0113814 0.00812811 0.00685143 0.00595934 0.00579677 0.0196824 0.0131167 0.0104808 0.00969374 0.00927833 0.0115952 0.0216106 0.012178 0.010832 0.0108428 0.0100565 0.00987801 0.0159526 0.00978362 0.00941105 0.00937627 0.0216736 0.0166627 0.0136091 0.00923213 0.00924237 0.00864193 0.00800134 0.00789901
threshold=1.0000000180025095e-35 5.5000000000000009 34.500000000000007 3616.7164640063575 12.500000000000002 7.5000000000000009 1.5000000000000002 0.87138130686517801 0.043961352657004842 0.067424242424242428 907.74089229267565 5.5000000000000009 3.5000000000000004 1113.5670458188422 0.26138716356107666 1124.0910823067372 2.5000000000000004 2.5000000000000004 1.5000000000000002 1264.1367493995072 0.24190177638453506 0.42640692640692646 1222.5833773881889 39.500000000000007 0.15075757575757578 21.500000000000004 2337.1340514624867 2452.3200893468074 8.5000000000000018 1433.692583700579 3.5000000000000004 0.21525096525096529 0.11237373737373739 6.5000000000000009 3.5000000000000004 0.043961352657004842 0.04210992907801419 2275.0720736400158 4.5000000000000009 2.5000000000000004 2.5000000000000004 742.73246783470552 792.40239783902211 773.3327466365821 1.5000000000000002 0.12060606060606062 0.66260162601626027 838.67050112781965 2239.2341228651162 0.70659971305595415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 4 -3 6 -6 -7 23 22 17 15 13 14 -13 -12 18 -11 -14 -20 24 -22 -10 -4 -15 26 29 30 -28 -2 31 32 34 -33 35 -27 -37 38 -34 45 -40 -41 43 -43 -45 46 -35 -30 -47 -32
right_child=1 2 8 -5 5 7 -8 -9 9 10 11 12 16 20 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 27 28 -29 47 -31 49 33 37 39 -36 36 -38 -39 40 41 -42 42 -44 44 -46 48 -48 -49 -50 -51
leaf_value=5.8377711544930304e-06 -5.2802854640117745e-06 -0.00012392384043105053 -0.00093762031610822305 -0.0011326708092574815 0.0021641542963542243 -0.00099493602935511348 0.00034620916235523867 0.00010870432124647778 0.001629217903978315 0.0016524224033303285 -0.0013737717824470665 0.0025295233344271159 -0.00063249137079953376 -1.9319416430705504e-05 0.00025688192510556077 -5.7329764039171468e-05 -0.00094408603630306083 7.4469129851257264e-05 -5.1246491902684035e-06 0.0013401136992615649 0.0011783508828375488 -0.00034601660518092104 0.00039470583851652918 0.00016710147168487311 -0.0011580508126826318 -0.0004064362123976569 -0.00013704546145384465 1.2081607266247956e-06 0.0005965013795103404 0.00085180102085525341 -0.00013644169122726355 0.0001208377537549299 0.0019803207988540335 -0.00046181123788383878 -0.00043168872640448035 0.0011159026791574434 0.00014564804840204088 0.00033722225472340001 0.0014268243973872261 0.00054865739849915514 0.00027069187249677875 -8.948065142662513e-05 0.00016564549863618092 -0.0023425558693072001 -0.00056305568487871258 -0.00066397570943856836 -0.0018036240495608322 -0.0001338218806442256 7.7767553674574534e-05 8.7245476842744634e-05
leaf_weight=124436 113380 2048 32 38 21 26 46 48 30 27 36 24 29 27 42 47 47 22 37 20 25 24 24 25 20 87 3704 29669 91 33 736 1711 24 33 104 28 578 696 23 66 75 44 209 22 21 61 21 73 90 851
leaf_count=124436 113380 2048 32 38 21 26 46 48 30 27 36 24 29 27 42 47 47 22 37 20 25 24 24 25 20 87 3704 29669 91 33 736 1711 24 33 104 28 578 696 23 66 75 44 209 22 21 61 21 73 90 851
internal_value=0 -4.68075e-06 -7.11106e-05 -0.000115005 -9.73384e-05 0.000288811 0.000916013 -0.000279061 0.000110584 0.000177382 6.31643e-05 -5.10121e-05 0.000111416 0.000425737 0.0010833 -0.000628317 -0.000271441 0.000943954 9.61676e-05 0.000466889 -2.63361e-05 0.000431722 0.00108055 -0.000453093 -0.000503886 -3.47575e-06 -8.81364e-06 1.43351e-05 -0.000119727 -5.0309e-06 8.54051e-05 0.000126945 0.000229429 5.42879e-05 4.41333e-05 0.000115541 0.000190478 0.000409967 0.000824972 -0.000146535 0.000542029 9.76174e-06 -0.000110397 -0.000773535 -0.0014735 -0.000422533 -0.000983627 0.000271418 -0.000221877 -1.64935e-05
internal_weight=0 155195 2765 2227 2189 141 67 74 538 481 427 378 295 162 66 83 133 49 86 57 96 49 54 57 47 152430 117281 35149 3868 113413 5480 3893 1615 2278 797 693 606 818 122 567 98 362 296 87 43 205 54 164 151 1587
internal_count=279631 155195 2765 2227 2189 141 67 74 538 481 427 378 295 162 66 83 133 49 86 57 96 49 54 57 47 152430 117281 35149 3868 113413 5480 3893 1615 2278 797 693 606 818 122 567 98 362 296 87 43 205 54 164 151 1587
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=51
num_cat=0
split_feature=3 1 1 14 1 12 14 9 3 1 0 14 7 0 1 5 0 0 9 1 10 4 14 8 3 0 0 3 10 0 10 0 3 0 7 2 0 9 10 4 8 4 3 1 1 3 0 1 3 1
split_gain=0.0031208 0.0175125 0.0108458 0.00655527 0.00686775 0.00838317 0.00668288 0.00946133 0.00641778 0.0153789 0.0106946 0.00984624 0.00719184 0.00948087 0.00724032 0.00794877 0.00743281 0.0065646 0.0111099 0.00949564 0.00806846 0.00744129 0.00713265 0.00923239 0.00776531 0.00740844 0.00685001 0.0100126 0.00652845 0.0124942 0.00683734 0.00918398 0.00647327 0.00629312 0.00609419 0.00757844 0.00917536 0.00830526 0.011225 0.00772548 0.00763219 0.00869395 0.00751495 0.0131161 0.0127458 0.0100835 0.0173058 0.0134434 0.0173005 0.0151616
threshold=10.500000000000002 1279.6256317960454 1268.6169496378952 0.39736842105263165 1194.6559293657062 1.5000000000000002 0.19399641577060936 2.5000000000000004 12.500000000000002 1425.6699877693743 733.03783481254891 0.27178030303030304 1.0000000180025095e-35 1289.0088005912796 1313.6584572558543 1.5000000000000002 784.07168047827224 486.27124121777877 3.5000000000000004 2207.0293116104267 0.17445652173913045 1.5000000000000002 0.63762626262626265 2.5000000000000004 31.500000000000004 1061.8284994139024 1054.4749595559522 22.500000000000004 0.81322674418604668 531.24310060465211 0.7231800766283526 511.60709520586209 16.500000000000004 600.05354176451453 1.0000000180025095e-35 3.5000000000000004 1159.2799263297591 2.5000000000000004 0.81934731934731941 10.500000000000002 3.5000000000000004 6.5000000000000009 15.500000000000002 1670.9124033635953 1820.9047752929355 18.500000000000004 1046.9030864338465 2118.0588098971061 20.500000000000004 2275.0720736400158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -5 -1 -8 10 -10 11 -4 14 -14 -12 -16 -17 18 -11 20 -20 22 24 26 -19 -26 27 32 30 -30 -13 -32 33 -24 35 -23 37 39 -39 40 41 -37 43 -36 -44 46 -46 -47 -49 -50
right_child=2 -3 8 4 -6 -7 7 -9 9 17 12 28 13 -15 15 16 -18 21 19 -21 -22 34 23 -25 25 -27 -28 -29 29 -31 31 -33 -34 -35 42 36 -38 38 -40 -41 -42 -43 44 -45 45 47 -48 48 49 -51
leaf_value=-2.0904993350492105e-05 4.8844183166919493e-05 -0.00014654735632342779 3.0898733061134399e-05 5.5952565997029965e-07 -7.8560092571258757e-05 -7.3871396005841547e-05 5.1814341423975256e-05 -0.00011231554980007065 8.4195135821356552e-05 0.00013468137886280508 0.00087524070579092961 -1.8770944066657397e-05 -0.00031985211272710762 0.00052941868813442328 -3.7981249228168032e-05 -0.00021209090215616817 -0.0010246426949743182 -0.00012935250053801271 -1.6039879669989832e-05 0.00041952966583246531 -0.00034638799311224384 1.9965178917075385e-05 0.00045879209863155016 -0.00015780565822825251 0.0010019755883452794 -0.00011875147468125416 0.0010977465589530767 -0.00060362915894074832 -0.00026296006826629438 -4.6681580229887333e-05 -6.2694022648963169e-05 0.00027502920369504682 0.00045171134450356482 -0.00010124363890526115 -8.3829453038246928e-06 -0.00069006974089835934 -0.0010204906643290694 -4.6989265786059713e-05 -0.001154294266851376 0.0010868925286491437 0.00092365503861891254 0.0002844860166702087 5.6111135496535228e-05 -9.241604554538046e-05 -2.8476159788380376e-05 7.1632917841068836e-05 -0.00027779152677075554 -6.6652791681572483e-05 0.00011764951525909593 1.0212966886418497e-06
leaf_weight=7041 12044 2267 9346 27440 4086 4388 11899 948 5744 2182 20 10297 538 35 2121 455 30 2458 568 89 274 52298 70 309 30 29 20 40 741 6756 351 472 180 177 17660 34 24 4662 23 27 26 70 9407 6300 16865 6599 726 9116 2999 39350
leaf_count=7041 12044 2267 9346 27440 4086 4388 11899 948 5744 2182 20 10297 538 35 2121 455 30 2458 568 89 274 52298 70 309 30 29 20 40 741 6756 351 472 180 177 17660 34 24 4662 23 27 26 70 9407 6300 16865 6599 726 9116 2999 39350
internal_value=0 -1.03178e-05 2.70417e-06 -4.78333e-06 -1.75361e-05 -9.70197e-06 1.82458e-05 3.97029e-05 5.18462e-08 3.70965e-06 -2.08836e-05 -1.09763e-05 -0.000107485 -0.000267977 -7.24654e-05 -7.97386e-05 -0.000262352 1.03134e-06 7.29817e-05 -7.16249e-05 -0.00012354 -2.90093e-07 -7.44889e-05 5.59688e-05 -0.000115746 0.00045111 0.000191608 0.000152801 -3.19982e-05 -6.80584e-05 -7.68671e-06 0.000130994 0.000223661 5.74709e-05 1.1891e-06 1.4412e-05 -4.52716e-05 -4.04378e-05 -5.24253e-05 0.000317279 0.000157436 -3.41188e-05 -5.74412e-06 -3.04785e-05 1.22297e-06 -5.60187e-06 -3.87657e-05 4.4454e-06 -4.16959e-06 9.28048e-06
internal_weight=0 58069 221562 55802 35914 31828 19888 12847 209518 178356 31162 27963 3199 573 2626 2606 485 172612 3113 931 842 169499 3313 796 2517 59 487 467 18617 7497 11120 823 427 247 166186 57164 4866 4842 4685 157 130 104 109022 23960 85062 75655 17591 58064 51465 42349
internal_count=279631 58069 221562 55802 35914 31828 19888 12847 209518 178356 31162 27963 3199 573 2626 2606 485 172612 3113 931 842 169499 3313 796 2517 59 487 467 18617 7497 11120 823 427 247 166186 57164 4866 4842 4685 157 130 104 109022 23960 85062 75655 17591 58064 51465 42349
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=51
num_cat=0
split_feature=7 4 2 0 6 13 7 10 10 14 3 0 1 5 4 12 3 1 8 14 5 13 10 0 0 6 2 6 3 0 14 4 14 7 7 10 14 13 14 5 1 0 7 4 14 0 10 7 0 0
split_gain=0.00327532 0.00573548 0.0132677 0.00959177 0.0093672 0.00979115 0.0114125 0.00832869 0.00791896 0.00688207 0.0105688 0.009905 0.00806947 0.00814222 0.00795433 0.0113335 0.00764482 0.0144099 0.00991134 0.0210513 0.0115736 0.0102504 0.00965723 0.0195101 0.0145074 0.0178408 0.0139557 0.0123725 0.01284 0.023187 0.0129341 0.011995 0.0117913 0.0128732 0.0115651 0.0187364 0.0155469 0.0111406 0.0123462 0.010851 0.0104777 0.0161085 0.00972122 0.0097065 0.00951754 0.0092626 0.0160456 0.0107925 0.0102148 0.00989971
threshold=1.5000000000000002 2.5000000000000004 1.5000000000000002 656.34241854418212 5.5000000000000009 0.22361111111111112 5.5000000000000009 0.95553359683794481 0.036375661375661381 0.050641025641025648 47.500000000000007 1173.0767376433671 1917.8748258747344 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 18.500000000000004 1925.0712920527774 4.5000000000000009 0.063164893617021281 5.5000000000000009 0.037749287749287756 0.71611721611721624 961.9848145785071 967.10338307104212 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 33.500000000000007 916.44505744395212 0.27386363636363642 8.5000000000000018 0.14119601328903655 2.5000000000000004 2.5000000000000004 0.95742753623188415 0.18065268065268067 0.045983086680761107 0.47434210526315795 8.5000000000000018 2846.3956359091098 784.07168047827224 2.5000000000000004 3.5000000000000004 0.46770833333333339 1264.1367493995072 0.96225071225071235 3.5000000000000004 1146.5960345662522 1289.0088005912796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -4 -7 12 16 -12 -5 -14 15 -15 17 -11 -18 -20 21 -21 24 34 27 26 32 40 -29 42 -31 -28 -26 37 36 43 -24 -34 -39 -33 41 -22 -30 -36 -44 46 -25 -48 -49 -47
right_child=1 3 7 9 -6 8 -8 -9 -10 10 11 -13 13 14 -16 -17 18 -19 19 20 22 -23 23 45 25 -27 31 28 29 30 -32 39 33 -35 35 -37 -38 38 -40 -41 -42 -43 44 -45 -46 49 47 48 -50 -51
leaf_value=3.0827981913152638e-06 0.0012407637917203919 8.2068552523607597e-05 -3.9730483941813592e-05 0.00068382190134691294 0.00088718072984192995 0.00012146003611213439 0.0010014008657034377 -0.00030285875517974153 -1.7967084732438299e-05 -1.731401608603618e-05 0.0015693353908136486 0.00018154121292657995 -0.0004799582143566867 -0.00018775260266531637 -5.4429037156522959e-05 -0.0010947829326289858 1.3440346331719983e-05 -0.00015394868772549938 0.00076367106858275032 0.0002664021825018738 -0.00015671311658869465 -0.00068696037798433504 -0.001114719495914566 -1.343754370084397e-05 -0.00044231034559595725 -0.00078035340230542261 0.00010073797596204613 -0.0005370871792558311 -0.00031089811486059 -0.001672403620555997 -2.9451438509251764e-05 0.0020469379293817013 -0.00048771736859951336 -0.00011710912208377177 -0.0007418522691957399 0.0012562534987385311 0.00033018687229423999 0.0011768182901960246 0.00012221837318882498 0.00047654163089729001 -0.0006128061374329264 0.0013194919553246689 0.0002934944279810512 0.00049159594744761033 0.001521259687702965 0.0010893710015317574 -0.00029697637475022164 -0.001768650976009667 -0.00050529944369941408 4.2572840665829868e-05
leaf_weight=211114 20 4744 9110 34 32 1170 34 311 7859 10809 20 36 129 173 3077 43 26084 2349 70 35 42 145 24 299 117 64 45 467 28 25 23 22 23 197 22 74 83 64 49 22 30 33 38 58 27 26 95 32 32 172
leaf_count=211114 20 4744 9110 34 32 1170 34 311 7859 10809 20 36 129 173 3077 43 26084 2349 70 35 42 145 24 299 117 64 45 467 28 25 23 22 23 197 22 74 83 64 49 22 30 33 38 58 27 26 95 32 32 172
internal_value=0 -9.49869e-06 -4.56857e-05 -3.71561e-06 3.27101e-05 3.07298e-05 8.86105e-05 -4.84167e-05 1.00224e-07 -1.48591e-05 -9.25012e-06 0.000677182 -8.26677e-05 -9.02833e-05 -7.50182e-05 -0.000368319 -1.01714e-05 -4.17064e-05 4.35367e-06 -9.11022e-05 -0.000115899 -0.000501584 -8.4809e-05 3.97557e-05 -0.000171607 8.91195e-06 0.000102628 -0.000324276 -0.000410831 7.3346e-06 -0.000885156 0.000674716 -1.05183e-05 0.000141192 0.00040539 0.000682822 6.09572e-06 0.00051535 0.000719514 0.00126174 0.000176925 0.000492817 0.000467975 0.000152398 0.000803489 -0.000105718 -0.000229251 -0.000635089 -0.00113698 0.000180031
internal_weight=0 68517 9441 59076 13839 13807 4778 9421 9029 45237 41781 56 3456 3422 3293 216 41725 13158 28567 2483 2413 180 2233 917 1316 603 539 713 608 141 48 89 450 333 261 154 107 136 113 44 105 75 93 80 65 656 458 159 64 198
internal_count=279631 68517 9441 59076 13839 13807 4778 9421 9029 45237 41781 56 3456 3422 3293 216 41725 13158 28567 2483 2413 180 2233 917 1316 603 539 713 608 141 48 89 450 333 261 154 107 136 113 44 105 75 93 80 65 656 458 159 64 198
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=51
num_cat=0
split_feature=3 1 1 0 6 3 4 14 0 6 1 7 0 14 0 0 14 13 14 0 1 1 9 10 9 0 3 1 12 10 0 10 1 0 1 1 12 10 4 9 0 13 1 10 13 3 10 4 14 14
split_gain=0.00311676 0.0192976 0.0120093 0.00806052 0.00847066 0.0099487 0.00775022 0.00789064 0.00766201 0.0076368 0.00743487 0.00699043 0.00944471 0.00695872 0.0199387 0.0146784 0.05341 0.0512829 0.0125199 0.0134151 0.0125607 0.0110212 0.0103124 0.0230204 0.0237306 0.0196518 0.00906698 0.0110582 0.0116282 0.00834896 0.00961819 0.00803295 0.00932665 0.00757511 0.00749378 0.00993168 0.00730412 0.011409 0.0135113 0.0115974 0.0169698 0.0126821 0.0134497 0.0122938 0.010437 0.0100205 0.00964174 0.00924004 0.0118923 0.0104509
threshold=17.500000000000004 2001.0640350640863 1894.0094888517563 1078.5099592134823 1.5000000000000002 16.500000000000004 6.5000000000000009 0.76533166458072599 690.31264847099226 1.5000000000000002 1570.8321245839154 1.5000000000000002 607.80887334671706 0.23166368515205729 1364.7041533538422 1321.1033005038273 0.76533166458072599 0.24695121951219515 0.10762548262548265 907.74089229267565 949.58237921163402 1966.0031804422072 2.5000000000000004 0.56711711711711721 1.5000000000000002 1146.5960345662522 15.500000000000002 1577.7371014993744 2.5000000000000004 0.77913279132791347 745.01798143964209 0.24695121951219515 1577.7371014993744 631.82903166651715 1057.6140732627343 1164.6624204374841 1.5000000000000002 0.4431524547803618 2.5000000000000004 2.5000000000000004 529.02724129296462 0.13100686498855837 1644.8206512452641 0.79772727272727284 0.061553030303030311 7.5000000000000009 0.85092592592592597 4.5000000000000009 0.29217479674796754 0.81980519480519487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 4 5 8 13 10 -3 -9 -8 12 -2 14 18 36 17 -17 22 20 -20 34 23 -1 25 -25 27 -22 -29 30 -26 33 -33 -28 -21 -36 -15 38 -38 41 -41 -39 43 45 -42 -43 -45 -40 -49 -50
right_child=2 3 -4 -5 -6 -7 7 9 -10 -11 -12 -13 -14 15 -16 16 -18 -19 19 21 26 -23 -24 24 29 -27 31 28 -30 -31 -32 32 -34 -35 35 -37 37 39 47 40 44 42 -44 46 -46 -47 -48 48 49 -51
leaf_value=-0.00011459751986689113 0.000873948258257852 -6.5163448473379553e-05 4.3964339926885476e-06 -0.00049426864743826995 -0.00023058732233761583 -1.9302302855353039e-05 0.00032287434160533854 -5.3502387322218705e-06 -0.00037547823122832387 -0.00045002571896475275 7.0945664776162469e-05 6.3289997555422648e-05 0.0001920199842270408 3.2841674140579597e-07 -0.0011803634674288333 0.0031607307493686679 -0.0014098596293479204 0.00022928944247699269 -0.00010623497879599304 0.00060154486919701512 5.7522560526774616e-05 0.00023427972903968951 6.3697803107646422e-05 -4.0016564294636942e-05 0.00017813832624035113 0.001242391549333964 0.00033308682939230707 -8.605855958248649e-05 3.549252604514791e-05 0.00038617938927029775 -5.8335208500300063e-05 0.00066374688258292742 5.31471154287802e-05 9.6022219077802418e-05 -0.0012348374596331268 -0.00011564166894294207 -6.9122537781262806e-05 6.3643719633999592e-08 5.2039461539613468e-05 -0.00041431829439354589 -0.00035658681655125705 -0.00053142450707243153 -0.00014576380652271133 -0.00018520894693601663 3.0609736803825964e-05 7.0644586020852975e-05 -4.4777370081225344e-05 -0.00018256939010568272 3.5278548680030535e-06 0.0010096963117575796
leaf_weight=5852 55 406 86980 127 884 3141 322 393 390 128 3236 2082 661 77260 35 25 23 37 1406 36 18295 252 3081 7096 1505 30 680 3238 5015 316 602 64 2740 668 20 2229 4739 12901 11021 508 226 71 4018 1461 757 2595 7480 1025 3493 26
leaf_count=5852 55 406 86980 127 884 3141 322 393 390 128 3236 2082 661 77260 35 25 23 37 1406 36 18295 252 3081 7096 1505 30 680 3238 5015 316 602 64 2740 668 20 2229 4739 12901 11021 508 226 71 4018 1461 757 2595 7480 1025 3493 26
internal_value=0 -3.62999e-06 7.67631e-06 -0.000101078 -9.07199e-05 -5.93146e-05 -1.02232e-06 6.7134e-05 -0.000217202 -0.000114599 9.37453e-05 0.000109636 0.000244403 -2.55976e-06 1.26404e-05 -8.88911e-06 0.000647944 0.00141132 1.34264e-05 3.11556e-05 3.99019e-05 -7.95301e-05 -1.98055e-05 -3.65104e-05 1.13444e-05 -3.46177e-05 4.65947e-05 3.58488e-05 -1.21971e-05 0.000146518 0.000110574 0.000115305 6.70838e-05 0.00021561 -0.000114138 -0.000125594 -9.32672e-06 -2.41507e-05 4.79691e-06 -4.37313e-05 -0.000179672 -3.66259e-05 -6.69192e-05 -3.96255e-05 -5.841e-05 5.46105e-05 -6.77245e-05 2.73028e-05 -3.26934e-05 1.09619e-05
internal_weight=0 189853 89778 4948 4821 3937 184905 4079 796 521 3558 2798 716 180826 53160 127666 85 62 53125 34643 32106 2537 18482 15401 9549 7126 30700 26548 8253 2423 2107 4152 2804 1348 2285 2249 127581 50321 20304 30017 1491 28526 15625 11607 983 2666 8941 15565 4544 3519
internal_count=279631 189853 89778 4948 4821 3937 184905 4079 796 521 3558 2798 716 180826 53160 127666 85 62 53125 34643 32106 2537 18482 15401 9549 7126 30700 26548 8253 2423 2107 4152 2804 1348 2285 2249 127581 50321 20304 30017 1491 28526 15625 11607 983 2666 8941 15565 4544 3519
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=51
num_cat=0
split_feature=8 12 2 14 5 3 0 0 13 5 10 6 13 12 9 0 10 12 13 13 5 0 2 0 11 10 0 14 14 12 2 10 13 4 0 4 10 14 1 4 0 4 12 12 5 14 13 14 3 0
split_gain=0.00320544 0.00389484 0.00477652 0.00787776 0.00869644 0.00909672 0.00968024 0.00905245 0.00733293 0.00724392 0.0071258 0.00706051 0.00689063 0.0128657 0.00778213 0.0075824 0.00767649 0.00795828 0.00674946 0.0108608 0.00934912 0.00780272 0.00669445 0.0205007 0.00669872 0.00656997 0.0074861 0.0173145 0.00597007 0.0101379 0.00853639 0.0106771 0.00763929 0.00910025 0.0127532 0.0073248 0.01012 0.0100721 0.0161033 0.00887677 0.0111595 0.00845416 0.0121987 0.0164552 0.0112348 0.0153801 0.0202691 0.00964476 0.00889649 0.0127177
threshold=1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.12632978723404256 2.5000000000000004 29.500000000000004 812.90213645256711 916.44505744395212 0.14142857142857146 8.5000000000000018 0.96225071225071235 2.5000000000000004 0.067424242424242428 7.5000000000000009 3.5000000000000004 872.92399865907191 0.032795698924731186 3.5000000000000004 0.49390243902439029 0.3623737373737374 1.0000000180025095e-35 635.88762092633704 1.5000000000000002 1264.1367493995072 0.86038961038961048 0.59761904761904772 723.83857631838703 0.040408163265306128 0.065942028985507259 4.5000000000000009 2.5000000000000004 0.95293466223698797 0.12060606060606062 6.5000000000000009 735.45332497252207 3.5000000000000004 0.87689393939393956 0.60263157894736852 2207.0293116104267 9.5000000000000018 1040.0256050067871 7.5000000000000009 3.5000000000000004 6.5000000000000009 2.5000000000000004 0.46049896049896061 0.31909090909090915 0.11583184257602865 27.500000000000004 1061.8284994139024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 25 -7 -8 10 22 -12 13 14 -6 16 -14 -18 19 -5 -21 -20 23 -3 28 26 27 -4 29 30 -24 32 33 34 -32 -30 41 39 -39 -38 -41 48 44 -44 47 46 -46 -43 -37 -50
right_child=-2 2 3 18 12 7 8 -9 -10 -11 11 -13 15 -15 -16 -17 17 -19 21 20 -22 -23 24 -25 -26 -27 -28 -29 35 -31 31 -33 -34 -35 -36 36 37 38 -40 40 -42 42 43 -45 45 -47 -48 -49 49 -51
leaf_value=-4.4444642266192091e-08 -4.1901084855402131e-06 -0.00015174923016904641 -0.0012460877298903854 -7.2971859305247119e-05 0.00040130914766686385 0.001178019259532448 -0.0012169466683796296 5.8279663790017373e-06 7.9380498500540857e-05 0.00087692330230493103 -0.00043555195687399134 0.00019406309959688975 0.00072117958556018071 -0.0016466823744676299 -0.0008655372424982489 0.00067074312610202478 -0.0011127999901073054 -0.00013000976881828223 -7.1280204353789839e-05 0.00018710516968793755 -0.0007381426440065097 0.0011619147976212527 -1.4582423943511785e-07 0.0017304015102917734 0.00056327687027454701 -0.00041146468910693119 0.0005221460797266835 0.00015005988065274568 9.045499957531266e-07 6.0770696005067879e-05 -0.00037484987849683053 -0.0013235505416312001 -0.0001059066204997199 -1.9036427772658792e-05 -0.0013380360509472667 8.5449274798792189e-05 -2.4914229077892796e-05 0.00016444705204228069 0.0017658219672739507 0.0011585091690196551 8.7287472792120429e-06 -0.00066320644556219842 -0.00023964028829113649 0.00050753386595028046 0.0018693301800106255 -0.00052432175376452509 6.4464966583597881e-05 0.00013028773196440723 0.0012077132946551714 5.0436227924502368e-05
leaf_weight=70028 173399 39 23 2121 27 40 24 28 20 25 158 62 21 21 22 32 25 117 29 36 113 23 695 23 58 52 126 644 11492 1265 121 22 572 87 48 11415 5017 73 20 36 51 43 727 82 35 20 28 350 43 53
leaf_count=70028 173399 39 23 2121 27 40 24 28 20 25 158 62 21 21 22 32 25 117 29 36 113 23 695 23 58 52 126 644 11492 1265 121 22 572 87 48 11415 5017 73 20 36 51 43 727 82 35 20 28 350 43 53
internal_value=0 6.83938e-06 2.01545e-05 -3.49781e-05 6.77809e-05 0.00013797 9.5336e-05 0.000695352 -0.000627707 2.6137e-05 2.54853e-05 -0.000258115 -0.000185696 -0.00061124 -0.000167479 -3.29364e-05 -0.000171082 -0.000303036 -8.90572e-05 -0.000101959 -0.000514593 0.000474171 2.74101e-05 0.000546468 2.64154e-05 0.000132986 0.000168687 0.000101917 2.54512e-05 -4.41857e-05 -0.000130121 -0.000236395 -0.000207509 -0.000434526 -0.000648418 3.20878e-05 5.20043e-05 -6.83512e-06 0.000508829 -1.6231e-05 0.0004845 7.59015e-05 -4.57375e-05 -0.000163907 0.000155101 0.000683676 0.00106717 4.34678e-05 8.94803e-05 0.0005688
internal_weight=0 106232 36204 3544 1222 957 889 68 44 32660 32635 220 265 70 49 195 163 142 2322 2270 149 52 32415 62 32353 845 793 667 32295 2810 1545 850 828 256 169 29485 17993 5197 93 5104 87 12796 1285 809 476 83 63 393 11511 96
internal_count=279631 106232 36204 3544 1222 957 889 68 44 32660 32635 220 265 70 49 195 163 142 2322 2270 149 52 32415 62 32353 845 793 667 32295 2810 1545 850 828 256 169 29485 17993 5197 93 5104 87 12796 1285 809 476 83 63 393 11511 96
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=51
num_cat=0
split_feature=2 3 9 10 3 10 13 6 10 0 5 5 6 13 14 0 13 10 12 0 12 10 10 13 0 5 8 14 8 9 13 4 4 10 0 3 5 5 0 3 10 12 9 14 14 12 1 14 4 14
split_gain=0.00310028 0.0117071 0.00987763 0.0169995 0.014044 0.0132605 0.0171714 0.0127207 0.0125663 0.0100929 0.0142247 0.00908151 0.0115097 0.008398 0.0145805 0.0088862 0.00815776 0.00788891 0.00787755 0.011036 0.00784867 0.014546 0.0166465 0.0172052 0.014953 0.0157707 0.0136788 0.0188648 0.0174013 0.0168309 0.013449 0.0134376 0.0236035 0.0162007 0.0132011 0.0125746 0.012401 0.01613 0.0161039 0.02347 0.013379 0.0124002 0.0124274 0.0122602 0.0166737 0.0126968 0.0180055 0.0150216 0.013815 0.027108
threshold=2.5000000000000004 25.500000000000004 2.5000000000000004 0.043961352657004842 9.5000000000000018 0.45080645161290328 0.061553030303030311 1.5000000000000002 0.71240601503759404 1203.0768547389173 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.43826219512195125 0.80277777777777792 1146.5960345662522 0.41277890466531447 0.65450928381962881 1.5000000000000002 928.78428753650576 4.5000000000000009 1.0000000180025095e-35 0.084523809523809543 0.26006441223832533 792.40239783902211 8.5000000000000018 3.5000000000000004 0.66987179487179505 1.5000000000000002 2.5000000000000004 0.32200460829493094 7.5000000000000009 4.5000000000000009 0.063508064516129045 1113.5670458188422 41.500000000000007 7.5000000000000009 5.5000000000000009 745.01798143964209 34.500000000000007 0.077935222672064791 9.5000000000000018 3.5000000000000004 0.53950103950103967 0.44590643274853808 6.5000000000000009 2969.5094685919271 0.091966173361522213 11.500000000000002 0.099019607843137278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 -5 9 7 -7 13 -6 -11 -10 -13 14 -8 18 -1 -3 -15 -20 21 24 23 36 25 -2 27 -26 -29 -30 -27 32 33 -22 -25 41 37 -23 -38 -40 -39 42 -35 44 45 48 -47 -48 -33 -50
right_child=20 17 3 4 5 6 8 -9 11 10 -12 12 -14 15 -16 -17 -18 -19 19 -21 31 22 -24 34 26 30 -28 28 29 -31 -32 43 -34 35 -36 -37 38 40 39 -41 -42 -43 -44 -45 -46 46 47 -49 49 -51
leaf_value=-1.0373148110691462e-05 5.1779892864932251e-05 0.00035872984998737905 -4.8558164378557944e-05 -0.00013834385067061877 0.00013828201904061152 -0.0001874523043298187 -0.00012936305158439945 -0.00094230528920888909 0.00022860504975452426 0.00019716229207915605 -0.00045601307742224728 7.6934560056542991e-05 0.0016360798220407089 8.5378128512053777e-05 0.00099088843174589196 -0.00082605187834071175 1.3435010455977573e-05 8.2729314958599119e-05 0.00018985835861862649 0.0011708545570986138 -0.00018576803233724337 -3.6437853295348839e-05 -1.177693994200254e-05 -0.00017003961906734424 -0.0001258543618007686 0.0014217348426031188 0.00017913031528816377 -0.00019562565541693605 -0.00046703108464894087 -0.0022782159589857251 0.00010863307338112439 -0.00012324233852292426 9.8369793035809987e-05 4.0362984841293292e-05 0.00073176873145091193 -0.0010607517404693041 0.00051141151516522106 0.0002085738871035877 -0.0010738524780138576 0.00026277796070341234 0.001304939529315258 0.0005804839411568312 -0.00023049383249144743 0.0009185276589546861 -0.0006692560137038664 0.00066355828151974184 -0.00013934170141795634 0.00016546262991299875 0.0006925764946290147 -9.764243924047087e-05
leaf_weight=87861 11347 328 3651 701 6935 292 913 69 173 160 174 20 29 370 30 22 60932 1229 79 45 1324 5124 72759 3969 1100 39 323 54 23 29 39 3368 8880 3597 41 27 37 384 104 48 30 97 480 33 106 121 721 920 161 333
leaf_count=87861 11347 328 3651 701 6935 292 913 69 173 160 174 20 29 370 30 22 60932 1229 79 45 1324 5124 72759 3969 1100 39 323 54 23 29 39 3368 8880 3597 41 27 37 384 104 48 30 97 480 33 106 121 721 920 161 333
internal_value=0 4.4203e-06 3.11252e-06 4.37987e-05 7.74777e-05 9.37264e-05 -1.88537e-05 -0.000331732 4.83378e-05 0.000125352 -0.000143115 0.0003988 0.000999694 -4.9882e-06 -9.37241e-05 0.000157178 -6.23505e-07 0.000140872 0.000200966 0.000545865 -6.27053e-06 -1.22588e-05 -1.99934e-05 -8.13902e-05 3.69983e-05 5.66504e-05 -0.000109846 -0.000187242 -0.000824281 -0.00147711 0.000765184 2.20703e-05 4.78849e-05 -3.32564e-05 -0.000160819 1.48096e-05 -2.57748e-05 -1.21826e-05 -0.000424048 -0.000651759 0.000288021 2.1767e-05 8.47403e-06 -4.24552e-05 -4.79896e-05 -3.62801e-05 7.49437e-05 3.15419e-05 -8.70249e-05 0.000159899
internal_weight=0 164013 162456 13663 10012 9311 2042 361 1681 7269 334 222 49 1459 943 516 148793 1557 494 124 115618 95450 82496 9737 12954 11425 1529 1206 106 52 78 20168 14405 5525 4010 4201 5727 5538 189 152 414 4174 4077 5763 5730 5624 1762 1641 3862 494
internal_count=279631 164013 162456 13663 10012 9311 2042 361 1681 7269 334 222 49 1459 943 516 148793 1557 494 124 115618 95450 82496 9737 12954 11425 1529 1206 106 52 78 20168 14405 5525 4010 4201 5727 5538 189 152 414 4174 4077 5763 5730 5624 1762 1641 3862 494
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=51
num_cat=0
split_feature=7 12 13 0 13 0 3 1 0 1 1 1 4 8 10 14 1 10 1 14 14 12 1 14 2 10 2 6 4 10 6 0 5 1 9 0 0 10 4 3 0 2 10 12 14 10 0 10 0 14
split_gain=0.0030634 0.00585008 0.0209648 0.0154521 0.00619579 0.00787164 0.0057584 0.0132776 0.0113403 0.00896819 0.014168 0.011533 0.0488647 0.056491 0.00897369 0.00930097 0.0109332 0.00983934 0.0364279 0.011709 0.00983826 0.00749544 0.00705844 0.0072788 0.00682771 0.00695145 0.0306798 0.017605 0.0138314 0.0113239 0.0102946 0.0124648 0.00875173 0.00835194 0.00820767 0.00885555 0.00859446 0.00743442 0.00724686 0.0066565 0.00866374 0.00818497 0.0140509 0.0156459 0.0218044 0.0257761 0.0209278 0.0191847 0.0399086 0.013436
threshold=1.5000000000000002 10.500000000000002 0.080540540540540564 1159.2799263297591 0.037749287749287756 1146.5960345662522 13.500000000000002 1613.7989820216142 792.40239783902211 1324.6434901972355 1285.6662227182744 1577.7371014993744 4.5000000000000009 1.0000000180025095e-35 0.913664596273292 0.3623737373737374 1228.6570092455443 0.88303693570451447 1015.6035085790342 0.49418604651162795 0.28062500000000007 2.5000000000000004 1008.5543500495641 0.19399641577060936 1.5000000000000002 0.77598566308243744 2.5000000000000004 1.5000000000000002 4.5000000000000009 0.49418604651162795 1.5000000000000002 498.23485570905876 1.0000000180025095e-35 1140.5930720771951 2.5000000000000004 563.95790788497868 719.33492945964201 0.84292763157894746 3.5000000000000004 14.500000000000002 942.80558483579864 2.5000000000000004 0.94519519519519524 3.5000000000000004 0.19139194139194141 0.96225071225071235 1135.086528240877 0.96609195402298864 1146.5960345662522 0.21807065217391305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 5 -3 8 -8 24 10 14 12 13 -11 15 16 20 -17 -19 -20 22 -13 -10 -24 -1 28 27 32 30 33 -26 -32 37 -30 36 -36 -31 -27 -39 40 -9 -41 -43 -44 47 -46 49 -45 -49 -47
right_child=1 2 3 -5 -6 -7 7 39 9 11 -12 21 -14 -15 -16 17 -18 18 19 -21 -22 -23 23 -25 25 26 -28 -29 29 34 31 -33 -34 -35 35 -37 -38 38 -40 41 -42 42 43 44 45 46 -48 48 -50 -51
leaf_value=0.00092146144335860216 -8.5204527318088188e-06 9.924129249570384e-05 0.00091114416974028803 -0.00059692542839409981 -0.0015647808369249107 -0.0011975505636073651 7.0767669284801078e-05 -3.2559679432838486e-05 0.00044261198580408331 -0.0036622962160479458 0.0010224132228789753 -0.00020071903706512877 0.00094667513957784441 -7.5454240583855178e-05 -0.0008038733284094281 0.00024549362040524302 0.001187866039799701 -0.0018505202444044477 -0.00093947535168136583 0.00033884625867538066 0.00081477297388205666 -2.4563295852920255e-05 0.00020588747949139882 -0.00085654447504662366 -7.248889546911516e-06 -0.00010738019383950507 -0.00018887853941193487 -9.7242912424920248e-05 0.00033996465405407143 0.00029152730589034357 0.00016254737089018106 5.7738193648111239e-06 -9.633609329935203e-06 2.3319737988453295e-05 -0.0003984023319584854 0.00036714975451519554 9.734290289035882e-06 9.1705518400133032e-05 7.1159670627346574e-06 2.9927826961654807e-05 -0.001049329946926307 4.5768336855255645e-06 -0.00020385463700112722 -0.00024968078811265013 0.00055555010994508432 0.00049438886344432831 0.00045873352309821976 0.0014986187863262157 -0.00014033136128021467 -0.00095274259931304387
leaf_weight=20 68375 22 41 29 25 25 8658 8936 39 21 38 1333 26 23 31 102 32 33 23 81 42 1104 28 38 41949 778 2429 4877 219 1181 2068 3277 34600 4242 112 57 351 5529 4671 32757 21 48282 1751 684 318 20 70 52 130 81
leaf_count=20 68375 22 41 29 25 25 8658 8936 39 21 38 1333 26 23 31 102 32 33 23 81 42 1104 28 38 41949 778 2429 4877 219 1181 2068 3277 34600 4242 112 57 351 5529 4671 32757 21 48282 1751 684 318 20 70 52 130 81
internal_value=0 -9.18626e-06 -0.000329781 0.000286372 -0.000928819 -0.000590542 2.9814e-06 1.15417e-05 -4.98448e-06 -0.000100953 9.53873e-05 -0.000139093 -0.000771859 -0.00178736 1.69308e-05 7.78038e-05 0.000350336 -0.00012631 -0.000403128 5.61405e-05 0.000168017 -0.000120918 -9.06855e-05 -0.000405816 -2.283e-06 -2.45673e-06 -1.53095e-05 -6.95352e-06 1.02585e-05 8.07192e-05 1.07805e-06 6.64301e-05 2.70775e-06 3.88645e-05 0.000190486 -0.000140198 0.000226965 4.16047e-05 5.29685e-05 6.03404e-06 -3.49435e-05 1.0396e-05 -2.05448e-06 -0.000105137 2.2432e-05 0.00028935 -0.00020569 -0.000128287 0.00032794 -0.000666182
internal_weight=0 68517 142 70 72 47 211114 101760 109354 2994 487 2507 70 44 449 418 179 239 137 104 147 2437 105 66 106360 106340 52884 50455 53456 6162 47294 5345 45578 4461 1701 169 1532 10978 10200 93102 8957 84145 51388 3106 1355 489 171 866 182 101
internal_count=279631 68517 142 70 72 47 211114 101760 109354 2994 487 2507 70 44 449 418 179 239 137 104 147 2437 105 66 106360 106340 52884 50455 53456 6162 47294 5345 45578 4461 1701 169 1532 10978 10200 93102 8957 84145 51388 3106 1355 489 171 866 182 101
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=51
num_cat=0
split_feature=3 1 1 1 13 13 4 7 0 14 3 14 14 11 14 9 0 10 0 13 10 6 14 1 14 5 14 13 1 5 13 10 6 0 0 5 7 5 10 10 10 7 4 0 13 0 14 12 13 0
split_gain=0.00313257 0.014826 0.0111557 0.00972961 0.0121414 0.0157914 0.0108993 0.0107033 0.0129698 0.011273 0.00948094 0.00936028 0.00867432 0.00865876 0.0173165 0.00896659 0.017435 0.0167377 0.0298274 0.0137816 0.0166202 0.0198763 0.0280835 0.0164053 0.0136355 0.0177484 0.0159777 0.0189511 0.0155412 0.0131828 0.0143474 0.013752 0.0137711 0.0139898 0.0122496 0.0112451 0.0109415 0.010766 0.0107032 0.0116476 0.0094816 0.018964 0.0160223 0.0254952 0.0164415 0.0122277 0.0130273 0.017749 0.00945218 0.00912315
threshold=25.500000000000004 3049.3733999235665 2936.4214567341296 2715.3598764542044 0.47722567287784684 0.45584415584415588 10.500000000000002 2.5000000000000004 911.950011882387 0.43826219512195125 23.500000000000004 0.037749287749287756 0.22361111111111112 0.037749287749287756 0.24190177638453506 2.5000000000000004 712.68736108603218 0.73746867167919816 1146.5960345662522 0.14459930313588851 0.90121951219512209 3.5000000000000004 0.30495169082125612 2818.3175397299569 0.12632978723404256 7.5000000000000009 0.50581395348837221 0.036375661375661381 2790.319728588885 8.5000000000000018 0.069366479550922219 0.60232558139534886 2.5000000000000004 937.98699740156701 1113.5670458188422 2.5000000000000004 2.5000000000000004 5.5000000000000009 0.22792207792207794 0.072299651567944254 0.79057017543859665 2.5000000000000004 7.5000000000000009 887.94124131670708 0.55086206896551737 977.9268823093272 0.30495169082125612 2.5000000000000004 0.15075757575757578 972.47622060718538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 6 5 7 -1 10 -9 -10 12 -2 -5 15 -15 17 -17 18 29 20 21 22 23 -19 37 26 27 36 -29 31 -31 -13 -33 -34 -28 38 -26 -22 39 -18 41 -21 -42 -44 45 46 47 -45 -40 -30
right_child=2 -3 -4 4 -6 -7 -8 8 9 -11 -12 13 -14 14 -16 16 35 19 -20 40 24 -23 -24 -25 25 -27 34 28 49 30 -32 32 33 -35 -36 -37 -38 -39 48 -41 42 -43 43 44 -46 -47 -48 -49 -50 -51
leaf_value=-3.8072480280633013e-08 0.00039491500216778762 -0.00054595439299009736 -1.8054251110468676e-06 -5.7054129473460747e-05 -0.00028837857628682566 0.0012648611840711016 0.00059882523934280283 5.4265575264170449e-05 -0.00065834375145307634 0.00013697623118267595 1.2349524479269241e-05 -5.8459911508876723e-05 -0.00038425620088120547 0.0015043348907643268 -5.3624128209083297e-05 -9.7109579599838564e-05 0.00016131488104852349 -0.0007016149345592847 0.0005117145031253113 -4.6799123961606934e-05 -9.498524725333685e-05 -0.0008681067841826008 0.002103602042576919 0.0011112035824529206 0.0015750306101677859 0.00041479634593685158 -0.0013253247636199302 0.00013472814360828244 -0.0012948777874477119 0.00030483049100867531 -0.00083711823917206451 -0.00085759139288586143 -0.00068752205091489793 0.0010381370818282924 -0.00014609478814236356 0.00031062962396147514 0.00024869535612879193 -0.00087225818680246564 0.00080104163986303523 -0.0012196143145194731 6.2219723192051974e-05 0.0017946005177994569 0.001772503783200484 0.0024856144384968852 -0.00040355105335694423 0.00011460478027584031 0.0001502880410823439 0.00078914115571212184 -0.00033696614466154849 -0.00029063115552143787
leaf_weight=251878 228 125 16840 588 558 23 76 176 218 56 3515 752 309 31 42 494 26 26 157 29 81 20 30 24 23 163 49 107 42 34 144 116 24 23 40 1063 48 99 37 37 852 27 34 21 61 100 42 58 36 49
leaf_count=251878 228 125 16840 588 558 23 76 176 218 56 3515 752 309 31 42 494 26 26 157 29 81 20 30 24 23 163 49 107 42 34 144 116 24 23 40 1063 48 99 37 37 852 27 34 21 61 100 42 58 36 49
internal_value=0 -1.55062e-06 1.80614e-05 -1.28624e-06 -6.74252e-05 -4.21863e-05 1.4257e-07 -4.83694e-05 -0.000280661 -0.000495797 -2.46769e-05 8.15566e-05 -0.000169769 6.73837e-05 0.000607975 5.94402e-05 0.000152867 1.11437e-05 -0.000132726 9.99522e-05 -6.12912e-05 0.000541728 0.000894187 0.000168538 -0.000147314 -1.76962e-05 -0.000214613 -2.24788e-05 -0.000273787 -0.000225294 -0.000618993 -0.000148706 -0.000565055 0.000156949 -0.000795334 0.000255859 0.000678353 -0.000522485 -0.000172234 -0.000649707 0.000205472 0.000841019 0.000175 0.00047908 0.000323135 0.000523713 0.00086182 0.0012401 0.000239832 -0.00075413
internal_weight=0 257522 22109 257397 5443 4885 251954 4862 450 274 4412 5269 897 5041 73 4968 1693 3275 1250 2025 801 100 80 50 701 521 358 269 198 1093 178 915 163 47 89 1199 71 180 136 63 1224 56 1168 316 282 221 121 79 73 91
internal_count=279631 257522 22109 257397 5443 4885 251954 4862 450 274 4412 5269 897 5041 73 4968 1693 3275 1250 2025 801 100 80 50 701 521 358 269 198 1093 178 915 163 47 89 1199 71 180 136 63 1224 56 1168 316 282 221 121 79 73 91
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=51
num_cat=0
split_feature=8 13 13 10 10 10 10 10 2 1 13 1 12 9 4 14 5 14 13 0 6 0 14 9 0 14 8 14 2 3 12 14 4 1 7 10 13 5 5 10 0 9 5 7 6 12 14 10 3 12
split_gain=0.0030353 0.00680827 0.0103536 0.0150363 0.0149159 0.00859935 0.0128588 0.0142385 0.00823946 0.00835186 0.023444 0.0157295 0.00947271 0.00763906 0.0132648 0.0164487 0.0113061 0.0102037 0.00748207 0.00852955 0.00737116 0.00810259 0.0105034 0.00975424 0.0102543 0.00731011 0.0094224 0.00727194 0.00722872 0.00921229 0.0175768 0.0102485 0.00975377 0.00997263 0.00839285 0.0129213 0.00719369 0.0094001 0.0105592 0.00689094 0.0071552 0.00718484 0.0067459 0.00674556 0.00656 0.0107244 0.0187378 0.0154775 0.0174237 0.0117369
threshold=2.5000000000000004 0.087595907928388769 0.05634920634920635 0.1126984126984127 0.084523809523809543 0.17752100840336138 0.19139194139194141 0.19756097560975613 2.5000000000000004 3091.4684149673285 0.061553030303030311 2904.5200653263769 4.5000000000000009 2.5000000000000004 5.5000000000000009 0.1012820512820513 8.5000000000000018 0.15075757575757578 0.074537037037037054 841.89925940917726 3.5000000000000004 903.47680643148226 0.15894736842105264 2.5000000000000004 760.373837362372 0.14434523809523811 3.5000000000000004 0.077677224736048281 2.5000000000000004 29.500000000000004 4.5000000000000009 0.16064516129032261 13.500000000000002 3616.7164640063575 3.5000000000000004 0.95916666666666683 0.09449404761904763 7.5000000000000009 9.5000000000000018 1.0000000180025095e-35 683.80975018444701 2.5000000000000004 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.22361111111111112 0.95293466223698797 17.500000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 39 4 8 20 -7 -8 -4 11 -11 27 -13 28 -15 -16 17 -17 19 -19 21 23 -23 -5 -25 -12 -27 -10 34 43 31 42 33 -32 -9 -36 37 -3 -39 40 -2 -42 -31 -30 45 47 49 48 -38 -47
right_child=1 36 3 5 -6 6 7 13 9 10 25 12 -14 14 15 16 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 30 32 -33 -34 -35 35 -37 44 38 -40 -41 41 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=2.0625845994406753e-06 0.00049140411235081656 -0.0001153348878396584 -0.00033631352175790303 0.00042216582374681751 0.0016687350159156182 0.0010772188157716302 -0.001228170643056122 9.1376027362653132e-05 -0.00037910122409812175 0.0014249750152230264 0.00017590116849532935 0.0018363201074422368 0.00065855392910491094 -8.4229331643781159e-05 0.0010649710548536592 -0.00042054312116306396 -0.00087500491728340936 0.0001704723696180043 0.00016066204880876028 0.0014260903950535546 -0.00095215716961926473 0.0011777384674844698 -0.00027629403549427582 -0.00023001803437687664 -0.0014625604500502556 -0.0014724092589775946 -0.00015189575596845578 0.00044408602456512083 -0.00016624553773538739 0.00081118155736476189 4.9889671312744871e-05 0.0010487016268251907 0.00073567204949954025 -0.00090242471171088118 0.0015068383495047413 -7.0675562834367163e-05 4.1793999670072156e-05 -0.001161673504684586 1.468553818995133e-06 -8.2946019779339055e-07 -0.00010224538111287986 -0.00077664109009604619 -0.00036663931509059287 -0.0010431389091536403 -3.8068986108314534e-05 7.3166577978739952e-05 -0.00013446537403325761 -0.00052215764478135568 0.00031893034250522561 -0.00053394758394527506
leaf_weight=241734 24 365 45 27 21 32 21 744 32 25 48 31 38 159 85 32 21 21 53 38 33 23 27 45 27 22 35 166 472 20 56 63 22 54 27 25 2867 50 32 6180 80 78 31 23 19541 2728 2415 104 707 82
leaf_count=241734 24 365 45 27 21 32 21 744 32 25 48 31 38 159 85 32 21 21 53 38 33 23 27 45 27 22 35 166 472 20 56 63 22 54 27 25 2867 50 32 6180 80 78 31 23 19541 2728 2415 104 707 82
internal_value=0 -1.31566e-05 2.48012e-05 0.000107961 0.000366751 5.30234e-05 8.29808e-05 6.68061e-05 0.000304892 0.000377573 4.89098e-05 0.000537596 0.0011877 8.07807e-05 0.000272822 0.000499906 0.000208812 0.000366868 0.000591843 0.000979176 -0.000276014 -0.000126265 0.000392561 -0.000388298 -0.000692221 -0.000278725 -0.000661568 0.000311046 2.9678e-05 -8.27077e-05 0.000167373 0.000622158 -0.000225396 -0.00041761 0.000134298 0.000748418 -2.4989e-05 -0.000224013 -0.000707764 -9.75951e-06 -0.000312989 -0.000435175 9.52512e-05 -0.00020699 -2.18613e-05 1.37126e-05 -3.2329e-05 7.91198e-05 9.66164e-05 5.54501e-05
internal_weight=0 37897 9006 2644 463 2181 1999 1967 442 397 130 267 69 1946 409 250 165 144 112 59 182 149 50 99 72 105 57 198 1537 741 246 114 132 110 796 52 28891 447 82 6362 182 158 51 495 28444 8903 5225 3678 3574 2810
internal_count=279631 37897 9006 2644 463 2181 1999 1967 442 397 130 267 69 1946 409 250 165 144 112 59 182 149 50 99 72 105 57 198 1537 741 246 114 132 110 796 52 28891 447 82 6362 182 158 51 495 28444 8903 5225 3678 3574 2810
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 0 7 5 10 7 1 8 9 0 1 13 3 7 0 5 10 10 1 1 4 4 9 14 13 5 8 3 9 0 0 6 5 10 6 3 1 1 4 6 7 13 0 6 3 10
split_gain=0.00305379 0.0177988 0.0111757 0.0127662 0.0119872 0.0112917 0.0103847 0.0102418 0.00973782 0.00972621 0.00919178 0.0107373 0.0114824 0.00886312 0.00862052 0.00819316 0.0157625 0.0092331 0.00909229 0.00959496 0.00957558 0.00894861 0.00877408 0.00794423 0.00975271 0.00792185 0.00791536 0.00776449 0.00812612 0.0127917 0.00907978 0.0130345 0.00889434 0.00967213 0.0103837 0.0106329 0.00776997 0.00909351 0.00770914 0.00756735 0.0195655 0.00945774 0.00843357 0.00865342 0.00859434 0.00766572 0.00753212 0.00779502 0.0097203 0.00753077
threshold=17.500000000000004 2001.0640350640863 2118.0588098971061 19.500000000000004 2408.1508409761141 555.79974291387714 2.5000000000000004 7.5000000000000009 0.34891304347826091 1.0000000180025095e-35 1820.9047752929355 1.0000000180025095e-35 1.5000000000000002 541.78311006701699 2287.1494267431067 0.77346041055718484 18.500000000000004 8.5000000000000018 961.9848145785071 2.5000000000000004 0.16843971631205676 0.28388278388278393 2001.0640350640863 2217.1926524768464 4.5000000000000009 7.5000000000000009 2.5000000000000004 0.04210992907801419 0.89564428312159727 8.5000000000000018 4.5000000000000009 24.500000000000004 3.5000000000000004 762.92399468051701 708.06829806100552 2.5000000000000004 9.5000000000000018 0.95293466223698797 1.5000000000000002 22.500000000000004 2606.2997478250472 2554.1430983545456 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 0.13423423423423428 1061.8284994139024 1.5000000000000002 16.500000000000004 0.3623737373737374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 9 8 10 15 13 -4 11 -2 -13 -5 27 -8 -17 18 20 -20 22 -22 -18 -11 38 -12 -27 -7 30 32 31 -29 33 34 -30 -36 -32 -38 -25 40 42 -41 -16 -44 49 -46 47 48 -3 -45
right_child=2 46 3 5 -6 14 7 -9 -10 23 25 12 -14 -15 39 16 17 -19 19 -21 21 -23 -24 24 -26 26 -28 28 29 -31 36 -33 -34 -35 35 -37 37 -39 -40 41 -42 -43 43 44 45 -47 -48 -49 -50 -51
leaf_value=-1.0887667260241511e-06 0.0010984117123849788 -0.00020830263345653131 4.0744230491339917e-06 0.00013717304113724019 -0.00048070577797754995 -0.00071239383716574327 -4.0857376767436686e-05 -0.00036090548530621672 -0.0001198830381373484 -5.2324427955728271e-05 4.8972637784054578e-05 -7.3232741032291466e-07 0.00057617553735010165 0.00058051194467675623 -2.514944573208914e-05 -0.0001786059882169693 -0.00053811393506628905 -0.00062375901190814785 0.00069250641559889586 -0.00017077099854532208 0.0015142501600516531 0.00053688764670615629 0.00058559314697959053 -0.0002706996628072068 -0.0001222930592551634 0.00018813701479209073 0.00088852070899024093 7.8661420642633042e-05 0.00054504361570529322 0.00053687811125655569 -0.00021852189485472803 0.0010195867852244929 0.00081832322874106464 -1.4655726051665566e-05 -0.00025659094017464669 -0.0009373512125438418 0.001234133844541031 -0.00019057702629652341 -0.00078679134857891639 7.4030113128602726e-05 -0.00023509288863781628 -4.825264290430473e-08 0.00027340112238713726 0.00013411568704610452 -0.0004018897679066513 0.00041358075722735187 -0.00036292916967594154 -0.00021861882458805112 -1.1639364714037464e-05 -0.00073288962091152968
leaf_weight=184905 38 792 4749 249 162 33 3393 215 156 3345 12889 230 138 206 13550 263 38 26 43 128 26 236 32 249 1246 485 44 7037 23 64 402 37 20 219 125 106 21 24 102 4964 1100 32638 480 39 41 97 253 863 3040 70
leaf_count=184905 38 792 4749 249 162 33 3393 215 156 3345 12889 230 138 206 13550 263 38 26 43 128 26 236 32 249 1246 485 44 7037 23 64 402 37 20 219 125 106 21 24 102 4964 1100 32638 480 39 41 97 253 863 3040 70
internal_value=0 -3.59313e-06 7.59838e-06 -1.30443e-06 -5.41545e-05 7.13517e-06 4.2554e-05 -2.43475e-05 0.000221014 -4.7024e-05 6.38479e-05 0.000298235 0.000215608 0.000337894 4.99603e-06 -7.05722e-06 0.000137746 0.000295025 0.000342516 4.63105e-05 0.00049508 0.000633878 -2.44193e-05 -9.61269e-05 -0.000187874 5.67558e-05 0.000246392 5.29988e-05 5.61256e-05 -0.000128151 6.97729e-05 8.35829e-05 -0.000214483 -0.000258154 -0.000468099 -0.000568974 -0.000148776 0.000474288 -0.000420675 -2.35312e-06 -3.19033e-05 9.73115e-06 -1.62481e-05 0.000149657 -9.08174e-05 0.000171303 -9.71804e-05 -8.28599e-05 -5.22858e-05 -0.000422677
internal_weight=0 189853 89778 71554 9853 61701 18224 4400 611 9691 13824 406 368 455 61090 4185 792 529 503 171 332 262 70 4942 1597 13418 529 8111 8078 557 7521 7074 493 473 254 231 447 45 351 52979 15377 37602 14277 727 247 138 4948 4695 3832 109
internal_count=279631 189853 89778 71554 9853 61701 18224 4400 611 9691 13824 406 368 455 61090 4185 792 529 503 171 332 262 70 4942 1597 13418 529 8111 8078 557 7521 7074 493 473 254 231 447 45 351 52979 15377 37602 14277 727 247 138 4948 4695 3832 109
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=51
num_cat=0
split_feature=7 3 1 0 11 0 1 0 13 14 8 1 6 0 5 13 13 14 8 5 13 13 0 2 10 2 6 4 10 10 5 6 0 9 0 1 6 7 5 0 10 10 1 3 1 6 14 14 9 0
split_gain=0.00307738 0.00546076 0.0119993 0.0102362 0.00948652 0.0163972 0.00940887 0.0224349 0.0106127 0.0171176 0.0211715 0.0160653 0.0127658 0.00953982 0.00797924 0.00735115 0.00690351 0.0126574 0.0245464 0.0100007 0.00864304 0.00695086 0.00676875 0.00616039 0.0063105 0.0276956 0.016619 0.0126708 0.0109309 0.0104834 0.0107232 0.00929849 0.0112211 0.00764532 0.00800285 0.0075691 0.00683102 0.00676988 0.00701116 0.00658328 0.00776032 0.00683281 0.00647587 0.00839069 0.00954301 0.0062315 0.00891822 0.00744232 0.00606785 0.00869011
threshold=1.5000000000000002 13.500000000000002 1594.8741267876551 789.71738991915538 0.07362240289069559 1113.5670458188422 1493.6456239972256 891.78880821500877 0.71198156682027658 0.61200716845878145 1.0000000180025095e-35 1346.6439699829441 1.0000000180025095e-35 972.47622060718538 1.5000000000000002 0.10762548262548265 0.19756097560975613 0.21807065217391305 1.0000000180025095e-35 2.5000000000000004 0.32200460829493094 0.39736842105263165 1054.4749595559522 1.5000000000000002 0.77598566308243744 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 0.49418604651162795 0.87138130686517801 2.5000000000000004 1.5000000000000002 498.23485570905876 2.5000000000000004 518.23358436394881 1140.5930720771951 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 675.32011363590209 0.55086206896551737 0.57979626485568769 843.50574584286312 7.5000000000000009 919.5133051339742 1.0000000180025095e-35 0.19399641577060936 0.27178030303030304 3.5000000000000004 547.80228560409705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 23 6 -6 8 -8 9 11 -11 13 14 -5 -10 -12 17 -15 22 20 -18 -22 -19 -1 27 26 29 31 35 -26 37 42 -33 39 -35 -29 -28 38 -31 40 -30 -41 -25 44 -44 -37 -47 -48 -45 -50
right_child=-2 2 -4 4 5 -7 7 -9 12 10 15 -13 -14 16 -16 -17 19 18 -20 -21 21 -23 -24 24 25 -27 36 28 33 30 -32 32 -34 34 -36 45 -38 -39 -40 41 -42 -43 43 48 -46 46 47 -49 49 -51
leaf_value=0.00087534159174538226 -9.2071902197334313e-06 7.4211902593731335e-05 6.6367372197953732e-06 0.00099680439381655771 8.0330865255192566e-05 -0.0018772098998306322 -0.0001075167607675122 -0.0017482550210496856 -0.00022455306170741097 -0.0012486597476527095 0.00095826702525538042 0.0016284490741478902 0.00031301164777860758 0.00079606067202985301 -0.0013981665783406546 -0.00033563234970816194 0.00068323515371415417 -0.00045523368725774901 -0.0017681920155882835 0.0012293450430401467 -0.00092491820105351514 0.00012874520260892396 0.00078635273663246123 0.00014988440272662492 -4.2913603020275072e-05 -0.00017942635776301032 -3.6250779230860081e-05 0.00032291963061486378 0.0005382758783381423 0.00013290043052100671 -2.9116895227366722e-05 0.00015440540718166052 5.5083374163789266e-06 -0.0004834307101870753 0.00020482134250626185 -2.5604382449299414e-05 -0.00015840819476803817 8.3368114952595794e-06 4.7353662784503989e-05 -0.00019586477428558841 0.00021583163012307496 0.00019463588567228364 -3.2159549560944612e-05 -1.31895036006525e-06 -0.00026658948315533591 -0.00016703714723094695 0.00049080251894714636 0.00011109520704056857 -0.00024400375446055719 9.5670102746225899e-05
leaf_weight=20 68517 7059 94701 41 23 20 2646 21 28 40 23 24 42 25 30 21 57 21 25 28 20 72 23 649 6233 2429 17199 219 252 3223 6005 2068 3260 83 86 2637 1226 7138 9324 157 719 391 1299 38411 652 261 145 1173 588 277
leaf_count=20 68517 7059 94701 41 23 20 2646 21 28 40 23 24 42 25 30 21 57 21 25 28 20 72 23 649 6233 2429 17199 219 252 3223 6005 2068 3260 83 86 2637 1226 7138 9324 157 719 391 1299 38411 652 261 145 1173 588 277
internal_value=0 2.98819e-06 1.13244e-05 -4.76908e-06 -9.24544e-05 -0.000830153 -8.25012e-05 -0.000120436 0.000112061 0.00022228 -0.000416125 0.000381881 -0.00035086 0.000285991 -0.000831595 0.000340724 0.000178451 -0.000167841 -0.000517081 0.000362358 0.000199434 -0.000100312 0.000193777 -2.10029e-06 -2.26568e-06 -1.45228e-05 -6.56712e-06 9.86499e-06 7.75364e-05 1.52568e-05 2.93704e-05 1.08709e-06 6.3301e-05 0.000185824 -0.000133196 3.63213e-05 -4.43791e-05 4.72122e-05 6.93284e-05 0.000221317 0.000299514 8.27589e-05 -6.82855e-06 -9.29554e-06 -0.000110503 2.1434e-05 9.99901e-05 0.000152869 -4.26815e-06 -0.00013523
internal_weight=0 211114 101760 109354 3230 43 3187 2667 520 420 84 336 100 312 58 44 271 94 69 177 149 92 44 106124 106104 52777 50348 53327 6123 31923 25690 47204 5328 1688 169 4435 18425 19685 12547 1519 971 548 41876 41227 1951 4216 1579 1318 39276 865
internal_count=279631 211114 101760 109354 3230 43 3187 2667 520 420 84 336 100 312 58 44 271 94 69 177 149 92 44 106124 106104 52777 50348 53327 6123 31923 25690 47204 5328 1688 169 4435 18425 19685 12547 1519 971 548 41876 41227 1951 4216 1579 1318 39276 865
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=51
num_cat=0
split_feature=8 6 13 0 1 3 1 8 3 14 13 1 5 13 1 12 14 7 10 10 4 12 13 0 4 10 0 7 13 8 10 14 9 3 14 0 6 0 4 13 12 8 12 0 14 10 9 8 13 10
split_gain=0.00307455 0.00488581 0.00850601 0.00894965 0.00898193 0.00434908 0.0107805 0.00912138 0.0103868 0.0123241 0.0211636 0.0139804 0.0133312 0.0123297 0.0216092 0.0111325 0.0113789 0.0107323 0.0103226 0.0101582 0.0101565 0.0131186 0.00994633 0.00890069 0.0121809 0.011008 0.0152718 0.0136065 0.0127563 0.011922 0.0112477 0.00981563 0.00878255 0.008602 0.0104548 0.0126828 0.0103924 0.0108019 0.00989746 0.0121908 0.0197148 0.0120862 0.0112788 0.0103387 0.0126329 0.00938935 0.0107445 0.00856281 0.013679 0.00836812
threshold=1.5000000000000002 7.5000000000000009 0.11583184257602865 677.32896724147201 3521.6014656366374 26.500000000000004 3241.4713401430272 7.5000000000000009 28.500000000000004 0.56949806949806958 0.036375661375661381 2875.3264341504796 3.5000000000000004 0.14459930313588851 3183.3810684193081 4.5000000000000009 0.18274582560296851 2.5000000000000004 0.967204301075269 0.53452380952380962 3.5000000000000004 1.5000000000000002 0.63762626262626265 957.12540010465557 4.5000000000000009 0.067816091954023008 1007.5118299007487 1.0000000180025095e-35 0.14142857142857146 3.5000000000000004 0.032795698924731186 0.14119601328903655 2.5000000000000004 30.500000000000004 0.32200460829493094 1173.0767376433671 1.0000000180025095e-35 1086.8692189335923 8.5000000000000018 0.10762548262548265 7.5000000000000009 2.5000000000000004 3.5000000000000004 821.95600019910705 0.14434523809523811 0.46247654784240161 3.5000000000000004 4.5000000000000009 0.56594202898550738 0.13100686498855837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 7 8 9 11 17 -7 13 15 -15 16 -13 -11 -9 23 -12 -22 -21 -14 31 26 30 28 29 -27 -26 -25 -28 34 35 38 -36 49 39 40 42 -42 -8 -41 -45 46 -44 48 -29 -38
right_child=5 2 3 4 -6 6 33 18 -10 10 20 12 19 14 -16 -17 -18 -19 -20 22 21 -23 -24 24 25 27 32 47 -30 -31 -32 -33 -34 -35 36 -37 37 -39 -40 43 41 -43 45 44 -46 -47 -48 -49 -50 -51
leaf_value=3.1565455465968423e-06 -1.2699540986475155e-05 -0.00019489590385174697 0.0012810281395286439 0.00012759181870042582 0.0012335204009321474 0.00023841911474955504 0.00047938019531350377 -0.00039045099938900637 0.00016972692918664877 0.0012931327602927923 -0.0010142971414607018 -0.00029176950097873646 -0.00011389389811941131 0.00037147056351793592 0.0020825941703237947 -0.00021064607077184917 0.001117289301902546 -0.00018335028435103597 0.00067497436584045109 -0.00017309760292382283 -1.8537488735895496e-05 -0.00067828740842554097 -0.0012304604569141268 -0.001147631750209257 0.0009463214058017072 0.0018557848936418455 -2.7461595115407058e-05 -5.3541992826688147e-06 0.0001333057419729552 0.00040010593260045757 -0.0002978825168504366 0.00010199894666474199 -0.0011653818331885701 2.9500381361975886e-06 0.00038009705839452666 -0.00097798986841823822 -0.00076537359170743009 -0.00096656241997455569 0.00015175451423476939 -0.00051590956692631486 0.0011698520803682707 -0.00021522542584635732 -0.001228723785772166 -4.5341116200996882e-05 0.00080243373193535138 -0.00010968595455869946 -0.00040541599308524577 0.00096045016629539212 0.0011263012746348976 8.2297757094115578e-05
leaf_weight=194622 72069 88 25 146 21 836 22 181 2085 32 50 23 539 152 21 156 38 20 26 674 215 116 23 30 39 39 30 243 35 22 34 33 39 5626 34 37 48 93 408 55 28 36 97 121 69 50 67 34 30 74
leaf_count=194622 72069 88 25 146 21 836 22 181 2085 32 50 23 539 152 21 156 38 20 26 674 215 116 23 30 39 39 30 243 35 22 34 33 39 5626 34 37 48 93 408 55 28 36 97 121 69 50 67 34 30 74
internal_value=0 3.45682e-06 0.000212169 0.00039874 0.000266661 -7.95171e-06 1.90761e-05 6.92948e-05 8.13682e-05 2.87767e-05 -0.000220943 6.39979e-05 -1.27348e-06 0.000264317 0.000579179 1.32973e-05 0.000586005 0.000725255 -0.000256629 -5.74449e-05 -0.000350083 -0.000249749 -0.000207989 3.40365e-05 0.000165179 0.000241269 -0.00013729 0.000374657 0.000894205 0.00133079 0.000366829 -0.000493063 -0.000670634 -2.33154e-05 -0.000142581 -6.97398e-05 -0.000432188 -0.000560643 -3.44772e-05 -0.000173895 -0.000387598 0.000390746 -0.000598674 8.77821e-05 0.000262535 -0.000709502 -0.000892372 0.000212193 0.000119004 -0.000251212
internal_weight=0 194902 280 192 167 84729 12660 5795 5588 3503 433 3070 2234 390 173 217 61 52 207 1844 381 331 697 1147 608 545 142 403 96 61 73 63 69 6865 1239 990 249 215 953 545 300 64 236 245 190 214 164 307 273 122
internal_count=279631 194902 280 192 167 84729 12660 5795 5588 3503 433 3070 2234 390 173 217 61 52 207 1844 381 331 697 1147 608 545 142 403 96 61 73 63 69 6865 1239 990 249 215 953 545 300 64 236 245 190 214 164 307 273 122
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=51
num_cat=0
split_feature=7 13 14 11 13 7 0 0 2 10 1 0 10 14 10 10 0 4 13 12 10 10 14 0 12 14 0 1 8 0 6 10 10 13 6 7 12 5 7 6 10 0 14 10 5 2 1 3 10 5
split_gain=0.00297786 0.00610264 0.0117091 0.00969639 0.00936892 0.013742 0.0141521 0.0173736 0.0153248 0.0142592 0.0200034 0.0137173 0.0129982 0.0184942 0.00943137 0.00894566 0.00844199 0.0138091 0.0243477 0.0100154 0.0186163 0.0168254 0.0210826 0.0189495 0.0126733 0.0205511 0.0161395 0.0215907 0.0133026 0.0241696 0.0116137 0.00985764 0.0106374 0.00946767 0.00855038 0.0128231 0.0113222 0.00970979 0.0167068 0.0116732 0.00993651 0.0252035 0.0207256 0.0115792 0.00857381 0.00821172 0.0155418 0.00809623 0.00802472 0.00774052
threshold=3.5000000000000004 1.0000000180025095e-35 0.61651583710407254 0.032795698924731186 0.043961352657004842 6.5000000000000009 957.12540010465557 1033.4556649327824 3.5000000000000004 0.51925925925925942 2554.1430983545456 899.47091450355208 0.063508064516129045 0.47140522875816998 0.56711711711711721 0.90550595238095244 947.46592333298213 7.5000000000000009 0.88348416289592768 4.5000000000000009 0.33012820512820518 0.32071428571428579 0.63762626262626265 803.94840676866716 1.5000000000000002 0.24190177638453506 903.47680643148226 2627.3186063900753 3.5000000000000004 916.44505744395212 1.5000000000000002 0.16843971631205676 0.084523809523809543 0.21807065217391305 1.0000000180025095e-35 10.500000000000002 7.5000000000000009 5.5000000000000009 9.5000000000000018 6.5000000000000009 0.94519519519519524 907.74089229267565 0.23166368515205729 0.96362433862433872 6.5000000000000009 4.5000000000000009 3438.6371619929478 24.500000000000004 0.45584415584415588 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 9 14 -9 12 -11 -7 -3 -14 -8 -13 17 34 19 21 45 23 24 -19 -23 28 27 -27 29 48 -29 32 33 -25 35 -6 37 38 -36 40 -39 43 -43 44 -42 46 -21 -24 -26 -18
right_child=1 3 -4 -5 16 11 7 8 -10 10 -12 15 13 -15 -16 -17 49 18 -20 20 -22 22 47 31 25 26 -28 30 -30 -31 -32 -33 -34 -35 36 -37 -38 39 -40 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=1.0854707268012539e-06 -0.00021788737673139109 -0.00091606695675112027 0.00015638449828667101 -0.00034896660879894629 6.7484853951118917e-05 0.0015789755502708198 0.0020248233515303585 0.00029933495444800853 -0.0010831726876937824 0.00017464498523622751 -0.0013971869974435929 -0.00010948157903530568 -1.4696221846401732e-05 0.001524431881698547 0.00059227416188352639 0.00092987868324475925 -8.6373368099055165e-05 0.00022131723862599002 0.0015215600940042778 0.00060097251440428443 -0.00014520127953258915 -0.00030234794449272303 -0.0013442168996940988 -0.0016167386790039021 0.00094987462066845703 0.0020205365109216911 0.002133545673651887 -0.00072829216757478821 0.0013712132391943174 -0.001564285189670045 0.00076721009134095818 -0.0011815137634018683 0.00037007379920824489 -0.00019238401166928401 -9.0461772741288858e-05 0.0012085875793127344 0.00088446910403945373 -5.3559212528102688e-05 -0.0011598880368920445 0.00096915327883632734 -0.00029950943032934057 0.0024283609851567158 0.00038585562627607337 -0.00060085881785347072 0.00063267448284612924 0.00021985061090493797 0.0022586147694920121 -5.8534424286335705e-05 6.788427765838736e-05 0.00046409915168903984
leaf_weight=267780 913 26 271 210 1619 31 20 156 23 35 48 47 89 25 27 37 3646 116 34 31 57 51 24 20 35 23 28 21 22 20 34 53 34 28 2815 25 32 606 37 36 37 23 27 49 74 22 26 25 98 65
leaf_count=267780 913 26 271 210 1619 31 20 156 23 35 48 47 89 25 27 37 3646 116 34 31 57 51 24 20 35 23 28 21 22 20 34 53 34 28 2815 25 32 606 37 36 37 23 27 49 74 22 26 25 98 65
internal_value=0 -2.45268e-05 -0.000132222 -1.2573e-05 -5.81748e-06 0.000192397 6.74919e-05 0.000346333 0.000121694 -0.0002151 -0.000734366 0.000680071 9.27507e-05 0.000322832 0.00120187 0.000348332 -1.71177e-05 1.8668e-05 0.000212218 0.000154252 0.000543488 7.04923e-05 0.000279889 -0.000247356 0.000422778 0.000554384 0.0011038 0.000734145 0.000221596 5.62913e-05 0.0001962 -0.000650068 -0.000306573 -0.000785865 -1.01846e-05 8.48374e-05 -5.19983e-05 -6.00887e-05 -0.000104336 8.80247e-05 4.91514e-05 0.000345545 0.00132541 3.93374e-05 0.000321947 0.00104039 0.00135709 -0.000688256 0.000299987 -7.67316e-05
internal_weight=0 11851 1184 10667 10457 564 449 226 179 223 83 115 140 114 47 84 9893 6182 802 768 136 632 381 251 332 281 106 78 175 153 55 135 82 48 5380 1644 3736 3704 2852 852 816 210 50 160 111 79 57 49 133 3711
internal_count=279631 11851 1184 10667 10457 564 449 226 179 223 83 115 140 114 47 84 9893 6182 802 768 136 632 381 251 332 281 106 78 175 153 55 135 82 48 5380 1644 3736 3704 2852 852 816 210 50 160 111 79 57 49 133 3711
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=51
num_cat=0
split_feature=3 1 1 10 9 10 10 0 5 4 1 10 0 10 0 0 3 13 1 6 0 0 0 0 0 3 0 5 7 4 1 13 9 10 0 10 1 12 12 6 9 6 1 4 6 13 7 13 13 13
split_gain=0.00300221 0.0161147 0.0105772 0.00726553 0.00658889 0.00780364 0.0130078 0.00992738 0.00894251 0.00757185 0.00760833 0.00687444 0.0102316 0.00640523 0.00761558 0.00606044 0.00599981 0.00595965 0.00589836 0.00561349 0.0125733 0.0103124 0.00707398 0.0179768 0.0131665 0.00773377 0.0065476 0.00579306 0.00546088 0.00561135 0.00541847 0.00516782 0.0051188 0.0313978 0.0408194 0.0239565 0.0372485 0.0175912 0.0258598 0.0164401 0.0157552 0.0156581 0.0153834 0.0135358 0.0181806 0.0145535 0.0162033 0.0139964 0.0134749 0.0137608
threshold=10.500000000000002 1222.6315142320243 1205.6450475795143 0.39339826839826847 2.5000000000000004 0.71240601503759404 0.79772727272727284 381.95844621414966 1.0000000180025095e-35 3.5000000000000004 843.50574584286312 0.12347560975609757 541.78311006701699 0.59761904761904772 450.88278980212209 371.21279892533875 9.5000000000000018 0.19756097560975613 1158.6129503956952 1.0000000180025095e-35 972.47622060718538 683.80975018444701 1001.157454449629 1054.4749595559522 977.9268823093272 9.5000000000000018 430.90494422749543 2.5000000000000004 1.5000000000000002 2.5000000000000004 1290.6805954402755 0.71198156682027658 2.5000000000000004 0.45080645161290328 539.63895718885544 0.067816091954023008 1751.7923478005653 10.500000000000002 9.5000000000000018 2.5000000000000004 3.5000000000000004 3.5000000000000004 1413.8554805408253 4.5000000000000009 3.5000000000000004 0.87750000000000006 3.5000000000000004 0.18065268065268067 1.0000000180025095e-35 0.033908045977011504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 5 9 -7 -8 28 10 -1 -6 -13 14 -12 -4 -15 -16 -11 22 21 -21 24 -24 26 -25 -10 -28 29 -9 -5 -19 -17 35 42 36 41 38 40 -36 43 -34 -35 -38 48 46 47 -46 -45 -50
right_child=2 3 15 30 11 6 7 8 19 18 13 12 -14 16 17 32 -18 31 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 -31 -32 -33 33 34 39 -37 37 -39 -40 -41 -42 -43 -44 44 45 -47 -48 -49 49 -51
leaf_value=0.00019350716363803443 7.2336088881126126e-05 -2.3423590434552876e-05 -0.00024460656795953804 -9.499949233482104e-05 -1.1309055305999307e-05 -0.00011726776413102256 -0.00024480390173761126 0.00012308870105915399 -9.7333284702707777e-05 0.00014510856782992554 7.3562072075486975e-05 -0.00027059715036830171 3.4822084669242164e-05 1.6153283498975735e-05 -0.0001122678862098351 -3.6123869082579434e-06 0.00020672745869832452 2.6139024212219823e-05 -4.6578553310512215e-06 -5.6296282407728656e-05 -0.0011991008524394906 0.001053681470442652 0.0012295318917916499 -0.00067846475604681244 -0.0011486345557495954 0.0003857212450575868 2.8298919226702832e-05 -5.7955633633855769e-05 -8.1427251707867933e-05 3.0451126792429244e-05 -0.00023406229302122216 -6.3091387182047352e-05 8.9709797946964571e-05 -0.00060174246868897061 6.2809867739448295e-06 5.6989465671281666e-05 -0.00017436084059624 -0.0013575668384034475 0.001168449450457512 -0.00017601506660860783 2.3624594843661649e-05 0.00074122190522138366 -0.00021518801004166721 -0.00030330594492525547 3.4686084291024602e-06 0.00058942331548629187 -0.0012795775625015857 -0.00062941178723651705 0.0010476357961681883 -9.0361215544456738e-06
leaf_weight=572 5315 2800 251 2775 1850 2623 412 2260 1544 2243 2312 790 420 965 1708 154841 722 4252 930 5882 24 21 41 31 25 38 10160 2408 792 5908 937 2624 4875 315 8120 31498 3421 26 43 1459 3979 94 1407 402 168 37 51 182 31 5047
leaf_count=572 5315 2800 251 2775 1850 2623 412 2260 1544 2243 2312 790 420 965 1708 154841 722 4252 930 5882 24 21 41 31 25 38 10160 2408 792 5908 937 2624 4875 315 8120 31498 3421 26 43 1459 3979 94 1407 402 168 37 51 182 31 5047
internal_value=0 -1.01198e-05 2.6523e-06 -8.42331e-05 -7.58827e-07 3.73106e-06 -1.05582e-05 -1.08483e-06 2.36173e-06 3.18833e-05 1.51611e-05 -7.19177e-05 -0.000164584 7.05384e-06 -6.98299e-06 9.39585e-07 9.7715e-05 -2.86769e-05 0.000101212 -1.60994e-05 -5.6991e-05 -5.23475e-05 9.12277e-07 0.000400326 -2.19556e-06 -9.23913e-05 -1.64593e-07 1.17727e-05 4.39281e-05 5.6083e-05 -0.000130102 -7.91284e-06 1.22492e-06 1.34727e-05 -6.17753e-05 3.05301e-05 -1.48729e-05 -5.82668e-05 -5.57384e-05 -2.1485e-05 -5.96909e-05 0.000102035 -0.000285899 -9.51886e-05 -4.94217e-05 -0.000359406 -0.000446954 -0.000325629 -2.46455e-05 -2.58539e-06
internal_weight=0 58069 221562 6512 51557 48497 32169 29546 29134 16328 13155 3060 1210 12583 10896 216247 1687 8584 3173 20174 5927 5903 14247 110 14137 69 14112 12568 8960 8168 3712 6876 215996 61155 11301 49854 18356 13387 13361 9579 13318 4969 1722 9339 5918 438 401 350 5480 5078
internal_count=279631 58069 221562 6512 51557 48497 32169 29546 29134 16328 13155 3060 1210 12583 10896 216247 1687 8584 3173 20174 5927 5903 14247 110 14137 69 14112 12568 8960 8168 3712 6876 215996 61155 11301 49854 18356 13387 13361 9579 13318 4969 1722 9339 5918 438 401 350 5480 5078
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=51
num_cat=0
split_feature=3 1 1 9 1 13 0 6 10 3 0 1 3 6 0 0 6 13 0 3 10 3 9 1 5 13 14 14 7 1 8 5 13 12 10 0 8 9 3 5 0 13 10 10 13 10 10 13 10 10
split_gain=0.00298604 0.0190532 0.0139923 0.0120377 0.00723676 0.00739844 0.00728916 0.00693394 0.00724988 0.0066145 0.0114291 0.00820341 0.0144114 0.0101574 0.011883 0.0206816 0.0117043 0.00946221 0.0128564 0.00943404 0.0138451 0.00927856 0.00904657 0.0116243 0.0111239 0.00847776 0.0113476 0.0362121 0.0138399 0.00983911 0.0120914 0.0094955 0.0102227 0.00922124 0.0082369 0.0148674 0.014501 0.0126755 0.0123267 0.0142138 0.0174614 0.0120561 0.0117774 0.0115269 0.0129522 0.0114674 0.0114361 0.011551 0.0106465 0.00966109
threshold=15.500000000000002 1834.9472229483665 1820.9047752929355 2.5000000000000004 1751.7923478005653 0.12060606060606062 899.47091450355208 1.0000000180025095e-35 0.65450928381962881 17.500000000000004 1007.5118299007487 2263.042265477196 20.500000000000004 1.5000000000000002 619.83368848391717 737.86994514254707 2.5000000000000004 0.41763565891472876 577.94158736229213 20.500000000000004 0.043961352657004842 18.500000000000004 1.5000000000000002 2001.0640350640863 9.5000000000000018 0.29893617021276603 0.60263157894736852 0.59317129629629639 1.0000000180025095e-35 2392.1183921884472 2.5000000000000004 1.0000000180025095e-35 0.34891304347826091 3.5000000000000004 0.21525096525096529 681.65698770576876 3.5000000000000004 3.5000000000000004 19.500000000000004 1.5000000000000002 714.86761375774711 0.75304878048780499 0.44590643274853808 0.38585607940446659 0.71651785714285732 0.49418604651162795 0.8021739130434784 0.29893617021276603 0.26138716356107666 0.62645348837209314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 -6 -9 10 -4 13 17 22 21 16 19 25 -19 -16 -21 -15 -11 -24 34 29 27 31 -29 -13 33 -27 -33 -31 -25 37 38 45 39 -37 43 -40 -43 44 -41 -36 -38 -48 -39 -42
right_child=2 -3 9 4 6 -7 -8 8 -10 11 -12 12 -14 14 15 -17 -18 18 -20 20 -22 -23 23 24 -26 26 -28 28 -30 30 -32 32 -34 -35 35 36 46 48 41 40 49 42 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-2.2994094061370249e-06 3.5854833128630652e-05 -0.00013976968560944667 -1.4712554892997408e-05 0.00069276251686880229 -0.00011847540465966035 0.00023430545575941206 0.00045599669143964801 0.00019336314292749612 -0.00059103721005451543 -2.9939373076820709e-06 -0.00015442652583657723 -3.6534286128626217e-05 3.7711487831871966e-06 -3.8724716803309827e-05 -7.4132498950440346e-05 2.9484344419610851e-05 -0.00021360868122921324 0.00048582189233084289 -0.00026351186097873689 0.0013591715827575312 0.00012570663804961063 0.00027637881519570426 0.00016650721877194236 -6.6793999935119232e-06 0.00090233971828925668 0.00049599326171468987 -0.00094155011510548112 0.0024169484068724246 0.00059961398190353074 -0.00036716436157680968 -0.0010192139386411079 0.00019491504614942509 -0.00017549484403393486 -6.2021618303609858e-05 0.00018858432164199149 0.00024044728588969627 -0.00029141955303042057 0.00042701594590783187 0.00021681031094676455 0.00056276870079441496 -0.00013918138455623657 -0.00018159845045453911 0.001120264658992979 9.390083550721187e-05 -0.00067326560130585801 -0.00017964296982188251 0.00087172669223036794 -0.00020893788494183408 -0.00063133476393602815 8.1649829361827143e-05
leaf_weight=155694 10789 2562 18572 104 372 572 126 592 31 6269 1589 3560 50462 383 1975 6022 1763 61 929 26 182 599 2520 4610 38 104 26 22 20 390 44 331 426 678 383 1103 362 28 1403 270 1253 23 71 722 23 472 48 51 157 819
leaf_count=155694 10789 2562 18572 104 372 572 126 592 31 6269 1589 3560 50462 383 1975 6022 1763 61 929 26 182 599 2520 4610 38 104 26 22 20 390 44 331 426 678 383 1103 362 28 1403 270 1253 23 71 722 23 472 48 51 157 819
internal_value=0 -4.52491e-06 5.89985e-06 5.58112e-05 0.000175627 0.000304837 9.77088e-05 5.23377e-05 0.000154332 1.25516e-07 -2.57242e-05 6.00578e-06 -5.31078e-06 2.64537e-05 -1.24669e-05 -2.88154e-05 -0.000117787 -7.48438e-05 -0.000217341 -4.04006e-05 0.00027989 0.000153482 4.7117e-05 6.89995e-05 4.82392e-05 -4.96568e-05 8.8293e-05 0.000117945 0.00155155 -7.70874e-05 -0.000206916 4.80132e-05 -1.35323e-05 -0.00017345 4.54882e-05 7.89458e-05 0.000108521 -9.58912e-05 0.000130384 8.6384e-05 3.13365e-05 0.000253538 0.000801724 0.00020124 0.000465742 -1.46944e-05 -0.000161186 0.000315021 -0.000471152 -5.18934e-05
internal_weight=0 158256 121375 12586 1797 676 1121 995 623 108789 20161 88628 57053 31575 10950 9968 3946 6591 990 2183 208 982 20625 14356 11836 5601 929 903 42 4672 1112 861 757 1068 11798 7188 6148 1040 5687 4190 3087 1497 94 1015 293 855 461 99 185 2072
internal_count=279631 158256 121375 12586 1797 676 1121 995 623 108789 20161 88628 57053 31575 10950 9968 3946 6591 990 2183 208 982 20625 14356 11836 5601 929 903 42 4672 1112 861 757 1068 11798 7188 6148 1040 5687 4190 3087 1497 94 1015 293 855 461 99 185 2072
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=51
num_cat=0
split_feature=7 4 4 1 8 10 10 8 13 10 8 13 5 9 12 10 12 10 8 3 14 14 13 10 1 8 14 6 13 9 8 10 3 1 0 1 1 12 9 10 5 0 10 10 10 14 12 10 4 5
split_gain=0.0031759 0.00548346 0.00527482 0.00822357 0.00781238 0.00960439 0.0106534 0.0144639 0.0181901 0.0156483 0.012482 0.0163831 0.0184945 0.0106503 0.0102371 0.00980947 0.00895592 0.0129367 0.00751065 0.00727291 0.0117682 0.00842056 0.0176954 0.016818 0.00930691 0.0122338 0.00832038 0.0115508 0.0154767 0.00933657 0.00859613 0.00869115 0.00973092 0.00822311 0.00793494 0.00798001 0.00761239 0.0133192 0.0106459 0.0186287 0.00837055 0.0131843 0.00805961 0.00740648 0.00939078 0.00857956 0.0110962 0.0168836 0.0157391 0.0113711
threshold=1.5000000000000002 16.500000000000004 9.5000000000000018 3616.7164640063575 1.0000000180025095e-35 0.05634920634920635 0.3133928571428572 5.5000000000000009 0.11583184257602865 0.24695121951219515 5.5000000000000009 0.12060606060606062 5.5000000000000009 3.5000000000000004 7.5000000000000009 0.53950103950103967 5.5000000000000009 0.10582306830907055 2.5000000000000004 27.500000000000004 0.53033088235294124 0.75337837837837851 0.19292803970223329 0.79057017543859665 3134.7261784906077 4.5000000000000009 0.38548951048951058 2.5000000000000004 0.080540540540540564 2.5000000000000004 9.5000000000000018 0.96609195402298864 30.500000000000004 3091.4684149673285 1013.9723183850269 3183.3810684193081 3049.3733999235665 6.5000000000000009 3.5000000000000004 0.42705167173252284 5.5000000000000009 887.94124131670708 0.091966173361522213 0.68819444444444455 0.33012820512820518 0.36939571150097467 6.5000000000000009 0.19756097560975613 8.5000000000000018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 19 -5 13 7 9 -9 16 11 12 14 -6 -8 -12 18 -18 -7 33 26 22 24 -23 -22 -26 30 34 -29 -30 31 36 -33 -1 -28 -36 37 -21 -38 40 -40 42 -42 44 45 46 47 48 49 -35
right_child=1 -3 -4 4 5 6 10 8 -10 -11 15 -13 -14 -15 -16 -17 17 -19 -20 20 21 23 -24 -25 25 -27 27 28 29 -31 -32 32 -34 43 35 -37 38 -39 39 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=2.2130767619974151e-06 -9.6069155883614185e-06 0.00077989969127388169 7.5014053506473053e-05 -0.00085621916581518371 0.00077061024305549568 -0.00080992692706382109 -0.00055185976421593557 -0.00025436118897050622 -0.002161721381591633 -0.001001515354135267 0.0015038003479795796 0.00031105267330881016 -0.00099252369822612051 -0.000293703194038244 0.00074797521211263356 0.00017491649742601667 -0.00067164649032444394 0.00068671323027676698 0.00035458548925817015 0.00039925537827318171 -0.00047047862295025532 -0.00024464782790571292 0.0016415837962995283 0.00091581423023834514 0.0012812955128593427 -0.0002624689986641031 -0.00090846303990448204 0.0010256055277672463 0.00022640493835476879 -0.00091191528049568019 -0.00086131174078521639 0.001302179384304812 0.00021612870120655067 -0.00022625114385783213 0.00058610995353471182 -0.00054286550316545701 -3.969814297200675e-05 -0.00093782076146453619 0.00015472386174237218 -0.0006982220703859491 -7.6358464843172949e-05 0.0013229945041846646 0.00069888257299456592 -0.00061507498852560758 0.00017715249256693361 0.00044290980306239085 0.00010076220161422637 -0.0012873510367561332 0.0007322112930846596 -0.0012135803429750591
leaf_weight=204462 68495 22 2515 39 57 45 28 25 25 53 21 104 84 40 33 41 24 65 20 271 26 93 36 47 33 21 69 35 43 31 24 30 66 101 24 45 1374 20 277 49 62 46 73 84 187 39 99 56 31 41
leaf_count=204462 68495 22 2515 39 57 45 28 25 25 53 21 104 84 40 33 41 24 65 20 271 26 93 36 47 33 21 69 35 43 31 24 30 66 101 24 45 1374 20 277 49 62 46 73 84 187 39 99 56 31 41
internal_value=0 -9.35341e-06 3.03565e-06 2.16783e-06 -0.000168432 -0.000128096 -0.000206621 -0.000444827 -0.00120804 -0.000260476 -9.77498e-06 -0.000167837 -0.000511316 0.000331718 0.00015133 0.000625022 -5.44258e-06 0.000320414 -0.000451615 2.74554e-06 8.28569e-05 0.000405963 0.000720995 0.000144936 0.000306731 0.000680943 5.0279e-05 -0.000225441 0.000159287 -0.000250459 7.99924e-05 8.99533e-05 0.00055552 1.65382e-06 -0.000529321 -0.000150178 6.93757e-05 0.00030736 3.25584e-05 0.000228378 0.000327512 0.000591944 0.000342846 -0.000177572 -0.000111236 -0.000258181 -0.000341542 -0.000532757 -0.000288495 -0.000511325
internal_weight=0 68517 211114 208599 704 665 568 257 50 207 311 249 145 97 61 62 154 89 65 207895 2795 256 116 140 80 54 2539 247 109 74 2292 2268 96 205100 138 69 2172 291 1881 507 458 181 135 638 554 367 328 229 173 142
internal_count=279631 68517 211114 208599 704 665 568 257 50 207 311 249 145 97 61 62 154 89 65 207895 2795 256 116 140 80 54 2539 247 109 74 2292 2268 96 205100 138 69 2172 291 1881 507 458 181 135 638 554 367 328 229 173 142
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=51
num_cat=0
split_feature=7 11 0 6 9 14 13 4 1 1 4 1 13 4 10 10 0 0 10 13 3 13 3 5 10 12 0 4 13 13 0 10 13 1 13 10 9 10 13 13 1 14 2 0 4 12 0 4 1 14
split_gain=0.00294669 0.00448153 0.00511981 0.0136152 0.0110843 0.00795331 0.00999284 0.0107997 0.0221428 0.0108656 0.00680162 0.00795691 0.00747803 0.00945717 0.00907934 0.0207993 0.0111489 0.0173914 0.0129271 0.00960072 0.0094487 0.00897618 0.008335 0.00810857 0.00778672 0.00741326 0.00951111 0.00707338 0.00697317 0.010627 0.00665252 0.0113571 0.00659741 0.00644773 0.0064222 0.00637379 0.0124387 0.0174552 0.010326 0.0114443 0.0360158 0.01857 0.0135266 0.0241092 0.0108313 0.00899035 0.00781202 0.00744774 0.00738801 0.00708224
threshold=1.0000000180025095e-35 0.063508064516129045 757.83164246805711 1.0000000180025095e-35 2.5000000000000004 0.84731934731934744 0.04210992907801419 6.5000000000000009 3091.4684149673285 2588.1722553952563 9.5000000000000018 2423.1344677252664 0.028991596638655467 3.5000000000000004 0.54653679653679665 0.57979626485568769 858.45016876509555 903.47680643148226 0.82807881773399028 0.043961352657004842 21.500000000000004 0.13423423423423428 21.500000000000004 5.5000000000000009 0.47434210526315795 5.5000000000000009 1020.4796647730221 7.5000000000000009 0.14854215918045707 0.21525096525096529 1173.0767376433671 0.81322674418604668 0.23606811145510839 2875.3264341504796 0.087595907928388769 0.47673160173160178 2.5000000000000004 0.82426470588235301 0.3133928571428572 0.35067567567567576 2438.1594628963853 0.52086956521739147 1.5000000000000002 1242.5784396434321 9.5000000000000018 2.5000000000000004 1007.5118299007487 10.500000000000002 2606.2997478250472 0.70710784313725505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 7 8 9 -6 11 -4 22 -14 24 -16 28 18 -18 -19 32 23 -13 -22 -15 -24 -27 -23 -17 -30 31 -12 -21 -9 -7 -5 38 47 -37 40 45 -42 43 -41 46 -40 48 49 -44 -38
right_child=-2 -3 3 35 5 34 -8 33 -10 -11 30 12 13 14 15 16 17 19 -20 20 21 27 25 -25 -26 26 -28 -29 29 -31 -32 -33 -34 -35 -36 36 37 -39 39 42 41 -43 44 -45 -46 -47 -48 -49 -50 -51
leaf_value=2.1018875579523118e-07 -4.5959843495567179e-06 -0.00010787892584227708 4.6734039946923255e-05 3.0888067393058961e-05 4.0033053620064519e-05 0.0012686839942874101 0.00017417481125460346 -0.00013513959779897159 0.0015292231702124296 -0.00074717360657101104 0.00010270937915872008 -0.00034188407607143749 -0.00083908842492382983 -0.00023720922050897279 0.0015878992876969277 0.00090176538830757816 -0.0017909981827769015 -0.0007913784883890508 -0.00028294989489950238 -6.7643216815278204e-05 0.00024070951694739052 0.00027398284926473734 9.763649859986105e-05 -0.00092179984494578093 -0.00096612403021109367 0.001526423489580069 8.7831323035061367e-05 0.0011490287363652471 -0.00088052535196766254 0.00055695937044220045 -7.7361550910270548e-05 0.0012148286417041992 -0.0012060283549362794 -0.0010771663374422738 0.00034476303003831325 -4.9288617184684849e-05 -0.00026847985080562806 -0.0016184940637851307 -0.00021694554579437133 -0.00019847026875747056 0.00072264723522595079 0.0022816123700557418 -4.4938182369187887e-07 0.0021213391513031509 -0.00075900225670516705 0.0003351220064902932 0.00015226992046958775 0.00064255981885183314 -0.00037418840228573241 0.00036316750453503724
leaf_weight=89227 155195 862 9773 8350 312 26 2370 34 23 51 48 50 50 219 20 41 27 36 30 35 40 72 68 24 44 27 20 34 20 36 51 44 20 39 68 7348 588 22 164 24 72 26 2715 21 45 134 873 26 139 48
leaf_count=89227 155195 862 9773 8350 312 26 2370 34 23 51 48 50 50 219 20 41 27 36 30 35 40 72 68 24 44 27 20 34 20 36 51 44 20 39 68 7348 588 22 164 24 72 26 2715 21 45 134 873 26 139 48
internal_value=0 5.73205e-06 6.52456e-06 2.29281e-05 6.14524e-05 0.000147854 0.00013282 -8.07138e-05 2.4758e-05 -7.05662e-05 3.81307e-05 3.35467e-05 -0.000107614 -0.000174822 -0.000127238 1.29797e-05 -6.292e-05 -0.000206051 -0.000997289 -3.3252e-05 8.80482e-05 0.000272347 0.000197061 -0.000195231 -0.000359157 0.000431386 0.000914257 0.000554658 0.000406314 4.3572e-05 0.000380679 0.000634593 -0.000481601 -0.000638414 0.000600316 -2.79597e-06 -2.57655e-05 -0.000232945 -1.35078e-05 4.88984e-05 0.000304747 0.00113625 2.2355e-05 0.000884107 1.20743e-05 3.12996e-05 2.13843e-05 -0.0001869 -1.86518e-05 -0.000220808
internal_weight=0 124436 123574 34347 13752 2923 2829 459 386 363 10829 10686 913 748 698 435 415 318 57 261 225 170 165 64 263 115 47 106 97 56 143 92 55 73 94 20595 12245 684 11561 4213 396 98 3817 45 3772 298 3727 662 2854 636
internal_count=279631 124436 123574 34347 13752 2923 2829 459 386 363 10829 10686 913 748 698 435 415 318 57 261 225 170 165 64 263 115 47 106 97 56 143 92 55 73 94 20595 12245 684 11561 4213 396 98 3817 45 3772 298 3727 662 2854 636
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=51
num_cat=0
split_feature=4 1 14 5 10 0 1 8 13 8 0 3 1 1 4 0 14 14 12 8 1 5 9 13 0 14 0 4 13 10 10 10 10 14 4 14 12 0 0 3 0 14 13 0 13 14 1 12 7 10
split_gain=0.00288927 0.00486037 0.00708633 0.0052565 0.00612275 0.00666175 0.0106704 0.00339577 0.00332813 0.00508585 0.00449557 0.00301849 0.0179001 0.0127628 0.00917127 0.0119791 0.00984255 0.0109861 0.0250042 0.0166842 0.0113822 0.00914114 0.00879658 0.0120458 0.0110418 0.0099581 0.00824752 0.0135638 0.0133815 0.0116748 0.0106679 0.0104627 0.0194694 0.00992471 0.014572 0.0130019 0.0180079 0.0176893 0.0135085 0.0102556 0.0089705 0.00896343 0.00877379 0.0122135 0.00968397 0.0114364 0.0104774 0.00855209 0.00846452 0.020797
threshold=1.0000000180025095e-35 2438.1594628963853 0.25265957446808512 3.5000000000000004 0.71240601503759404 1046.9030864338465 2054.0833906096768 1.5000000000000002 0.043961352657004842 1.5000000000000002 551.82729770270703 23.500000000000004 2669.2593881982461 2571.3753443570063 7.5000000000000009 1113.5670458188422 0.091966173361522213 0.61200716845878145 1.5000000000000002 1.5000000000000002 2019.0226500378151 4.5000000000000009 2.5000000000000004 0.3133928571428572 803.94840676866716 0.053342816500711245 786.89210308344707 2.5000000000000004 0.036375661375661381 0.71611721611721624 0.75337837837837851 0.79772727272727284 0.913664596273292 0.66987179487179505 6.5000000000000009 0.14434523809523811 5.5000000000000009 835.12391301254218 1135.086528240877 25.500000000000004 831.91154688670701 0.10762548262548265 0.27842377260981915 773.3327466365821 0.59175084175084181 0.15894736842105264 2536.1172374379967 1.5000000000000002 4.5000000000000009 0.51925925925925942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 8 -5 -6 10 -10 12 14 26 -2 16 22 -18 19 20 -19 -14 23 -16 -24 -26 42 28 -28 48 -31 -32 -33 34 35 37 38 -34 40 -36 -37 -39 43 -13 46 -46 -44 -42 -29 -50
right_child=11 2 -4 4 5 -7 -8 -9 9 -11 -12 13 21 -15 15 -17 17 18 -20 -21 -22 -23 24 -25 25 -27 27 29 -30 30 31 32 33 -35 39 36 -38 41 -40 -41 47 -43 44 -45 45 -47 -48 -49 49 -51
leaf_value=-0.00014971333534999945 -2.0406340409851622e-06 -1.4847662404302837e-05 -0.0010787762149542185 9.9834575064897807e-06 -0.00023980814675835646 -0.00063324102479964508 0.0010410518285685353 -0.00053587938216099118 -0.00016724951923000237 1.6272947361411591e-05 0.00059946519288635682 0.00039469229252957509 -0.0001389695950257636 5.1980912738080002e-06 -4.7001807416731638e-05 -7.0445672402379321e-05 3.5059154270761528e-05 0.00014808554533884261 0.00068863999220090651 0.00041034613916172182 -0.00054236423767482246 -0.00070020702886196024 0.0002720204030836236 0.00045847025725379351 0.00057742229168070483 0.0018201722833408795 -0.0014891521251272589 5.4090190925259705e-05 -0.00016392517186276809 0.0011871067266578652 -0.00065189583701015053 0.00099325289673099374 -0.00086704529268899944 -0.00012143739945654031 -0.00018757337389272035 0.0005856903015991256 -0.00077906749995789782 4.0747835520418004e-05 0.00039390482388389122 0.00082920186645683977 0.00054757511243224148 0.00079994008000062046 -0.00051464887877963655 0.0014839540761264897 0.0014668600615030821 0.00018335617746470235 0.00069294488563647737 0.0017053547046339977 -3.457139568959296e-05 -0.0014074716191518949
leaf_weight=636 238148 34 29 58 53 25 35 56 24 170 94 181 1599 29253 287 1434 3907 107 221 169 135 76 116 200 40 27 21 697 205 28 35 77 40 229 217 62 23 114 192 28 22 59 82 30 21 100 23 58 118 36
leaf_count=636 238148 34 29 58 53 25 35 56 24 170 94 181 1599 29253 287 1434 3907 107 221 169 135 76 116 200 40 27 21 697 205 28 35 77 40 229 217 62 23 114 192 28 22 59 82 30 21 100 23 58 118 36
internal_value=0 -7.6968e-05 -0.000504593 -5.35619e-05 6.51804e-05 0.000157102 0.000209652 -0.00025816 0.000124318 0.000191327 0.000443523 3.35609e-07 -1.53887e-06 1.47951e-05 -4.24246e-07 5.75224e-05 9.27511e-05 6.6345e-05 0.000259753 2.9135e-05 -0.000237083 -0.000164435 0.000271642 0.000160584 0.000567191 0.00107823 0.000118851 8.04179e-05 -0.000287066 0.000121229 0.000222761 0.000199403 0.000225983 0.000169393 0.000251111 0.000389721 0.000574177 8.05629e-05 0.000667365 -7.13705e-05 0.00103711 0.000299663 0.000317698 0.000549564 0.000101222 0.000406113 -0.000250128 0.00138697 -2.00324e-05 -0.000355509
internal_weight=0 1214 63 1151 515 401 376 114 341 288 118 278417 246466 31951 244791 6643 5209 4539 632 411 242 1675 670 487 183 67 2698 2261 226 2035 1184 1156 1121 1044 815 570 357 213 334 245 142 173 437 211 226 121 105 80 851 154
internal_count=279631 1214 63 1151 515 401 376 114 341 288 118 278417 246466 31951 244791 6643 5209 4539 632 411 242 1675 670 487 183 67 2698 2261 226 2035 1184 1156 1121 1044 815 570 357 213 334 245 142 173 437 211 226 121 105 80 851 154
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=51
num_cat=0
split_feature=8 6 14 1 10 4 5 0 5 10 4 9 10 0 7 4 14 2 10 13 3 0 1 4 13 8 1 3 0 14 13 0 6 0 7 1 7 13 0 0 6 14 5 0 0 6 14 0 10 10
split_gain=0.00295793 0.00462211 0.00423235 0.00856145 0.0106559 0.010731 0.0106204 0.0146015 0.0180501 0.0104693 0.0103242 0.00933296 0.0115151 0.0112342 0.00916326 0.0079423 0.00788367 0.0206914 0.0137756 0.026491 0.00854135 0.0244111 0.0186397 0.00876871 0.00835635 0.00772379 0.0135482 0.00715045 0.0186282 0.00912014 0.00714866 0.0134223 0.0070209 0.0069937 0.00672536 0.00665354 0.00658591 0.0123194 0.0119464 0.0120173 0.0116319 0.0125286 0.0129143 0.0105715 0.0111152 0.00974367 0.00943239 0.00651884 0.00649991 0.0109929
threshold=1.5000000000000002 10.500000000000002 0.78679653679653694 2364.0969371768856 0.96076923076923093 4.5000000000000009 7.5000000000000009 983.43194644661196 10.500000000000002 0.95916666666666683 4.5000000000000009 1.5000000000000002 0.88303693570451447 1159.2799263297591 3.5000000000000004 7.5000000000000009 0.74596774193548399 2.5000000000000004 0.95293466223698797 0.19292803970223329 18.500000000000004 1289.0088005912796 2089.9268894673855 6.5000000000000009 0.76253132832080206 3.5000000000000004 2128.0092764220458 31.500000000000004 855.39444395686212 0.76533166458072599 0.92153846153846175 957.12540010465557 1.0000000180025095e-35 942.80558483579864 6.5000000000000009 2311.1327031133555 2.5000000000000004 0.16064516129032261 865.45763568221207 977.9268823093272 7.5000000000000009 0.88348416289592768 8.5000000000000018 876.4685166017922 1104.0542682349771 2.5000000000000004 0.81980519480519487 765.4296869705621 0.81016731016731025 0.71611721611721624
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 10 5 47 -6 8 -8 36 33 13 15 32 -9 48 20 -18 27 -20 21 22 23 -2 25 -24 -27 28 35 -29 -22 -32 -12 34 -4 -19 40 38 -38 -40 41 42 43 46 -45 -41 -7 -5 49 -13
right_child=2 -3 3 4 6 9 7 14 -10 -11 11 12 -14 -15 -16 -17 17 18 19 -21 30 -23 24 -25 -26 26 -28 29 -30 -31 31 -33 -34 -35 -36 -37 37 -39 39 45 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=3.2660498542800032e-06 -2.8868503527827695e-05 0.00047932601899482706 -3.4633615652687974e-06 3.7600926917812402e-05 -0.00020885452696232994 0.00049710185755224483 0.00184489962015174 0.00055808954841945796 0.00013508473358373962 -0.00087724225207542388 0.00017825382006092429 0.00013298860162310917 0.0010320149141196638 -0.00094272251124493777 -0.00037647133840774017 0.00081935643860358849 3.302298599988004e-05 -0.00031263789928181746 -0.0024945244071118179 -6.2824533476183808e-05 4.9252978490108202e-06 0.0013094772125923021 -0.00023545429240646594 0.00012497949644883148 0.00065896436863113197 7.9137637221720077e-05 -0.0016518246312233924 0.001075422730285763 -0.0011286205752716902 -0.00041647169098723685 0.0014576448532655681 -0.00016745831644921394 -4.5450508208308587e-05 0.00018306190180297224 -0.00054364807099396969 0.00019724340835147394 -0.00010035116952566202 -0.00014982116026230336 0.0015510951993720871 0.00084179232898093652 -0.001266684791665863 7.4557509611325101e-05 0.00052836920259588006 -0.0015469865235879065 -0.00037331989071007183 -0.00051561461965320642 -0.00057399593602358286 -0.00053877221232780483 -0.00020536823182931691 0.00059655720171576838
leaf_weight=194851 29685 51 8787 62 103 31 33 51 29 39 545 1478 39 30 54 45 811 356 21 24 37337 34 927 956 25 20 26 21 65 20 24 27 984 512 58 78 57 170 35 39 22 379 31 43 38 20 61 235 122 140
leaf_count=194851 29685 51 8787 62 103 31 33 51 29 39 545 1478 39 30 54 45 811 356 21 24 37337 34 927 956 25 20 26 21 65 20 24 27 984 512 58 78 57 170 35 39 22 379 31 43 38 20 61 235 122 140
internal_value=0 3.39062e-06 -7.79944e-06 1.70299e-05 -9.46453e-05 -0.000155639 0.000190445 0.00043672 0.00104515 -7.4753e-05 3.04589e-05 0.000105316 0.000182094 1.54864e-05 7.74582e-05 0.000163525 -1.28289e-05 -0.000130466 -0.000357116 -0.00119762 -1.0451e-05 -2.95556e-05 -3.09946e-05 -2.40684e-05 -0.000243644 -0.000266835 -0.000899232 -0.000287074 -0.000339227 0.000347669 5.73334e-06 0.000597296 3.42871e-05 3.39463e-06 -7.00556e-06 -0.000221 -4.09548e-05 0.000142107 0.000470768 0.000817084 -0.000138083 -9.54947e-05 -0.000411425 -0.000579828 -0.000996377 0.000381654 -0.000213083 -0.000418452 0.000146563 0.0001731
internal_weight=0 194902 84729 14272 1532 1262 270 167 62 965 12740 3383 1824 1559 105 1785 70457 1396 585 45 69061 31673 31639 30641 998 973 46 540 499 41 37388 51 1529 9357 8845 434 926 321 151 94 605 583 204 173 81 59 92 297 1740 1618
internal_count=279631 194902 84729 14272 1532 1262 270 167 62 965 12740 3383 1824 1559 105 1785 70457 1396 585 45 69061 31673 31639 30641 998 973 46 540 499 41 37388 51 1529 9357 8845 434 926 321 151 94 605 583 204 173 81 59 92 297 1740 1618
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=51
num_cat=0
split_feature=7 3 1 1 5 3 9 10 0 1 3 6 14 1 9 1 0 3 14 5 14 4 3 4 10 1 3 13 9 13 14 0 3 4 10 3 10 10 6 13 10 0 4 0 0 5 10 13 14 4
split_gain=0.00292445 0.00502856 0.0143259 0.0119878 0.00742282 0.0115823 0.0184148 0.0162002 0.0154917 0.012416 0.0117365 0.0170509 0.0105175 0.00988097 0.0108725 0.00954258 0.0107243 0.00950061 0.00905556 0.00869029 0.0118017 0.0119157 0.00836501 0.00822674 0.0120199 0.0111749 0.00818288 0.00796992 0.0121606 0.00981579 0.0113193 0.00954745 0.0176646 0.00887544 0.00844844 0.0161935 0.0136804 0.0124392 0.0122071 0.0117376 0.0104796 0.00910508 0.00873198 0.0100336 0.0125951 0.00845203 0.0261519 0.00887071 0.00837245 0.00918865
threshold=1.5000000000000002 14.500000000000002 1651.652491240254 1744.8375241711753 3.5000000000000004 32.500000000000007 2.5000000000000004 0.27149877149877155 972.47622060718538 3616.7164640063575 27.500000000000004 3.5000000000000004 0.39208074534161497 3438.6371619929478 1.5000000000000002 3183.3810684193081 806.96991629943716 15.500000000000002 0.03509852216748769 2.5000000000000004 0.099019607843137278 7.5000000000000009 28.500000000000004 8.5000000000000018 0.15470085470085473 3241.4713401430272 29.500000000000004 0.17445652173913045 3.5000000000000004 0.58957219251336912 0.76533166458072599 1086.8692189335923 36.500000000000007 8.5000000000000018 0.48074074074074075 29.500000000000004 0.15849282296650721 0.12660256410256412 6.5000000000000009 0.57321428571428579 0.67054263565891481 553.78493563180712 4.5000000000000009 786.89210308344707 750.05186893448547 8.5000000000000018 0.043961352657004842 0.18834459459459463 0.043961352657004842 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 9 -7 -8 -9 10 15 13 23 18 -15 -4 -17 -6 -12 20 -20 -22 -23 25 -25 -13 -27 -19 29 30 34 32 48 -31 36 38 37 45 -36 41 -37 -38 -39 44 -44 47 -47 -29 49 -30
right_child=-2 2 4 -5 17 6 7 8 -10 -11 11 12 -14 14 -16 16 -18 27 19 -21 21 22 -24 24 -26 26 -28 28 31 33 -32 -33 -34 -35 35 40 39 42 -40 -41 -42 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=-1.5110003963135017e-06 -8.9755067163468364e-06 0.00011697253279182032 1.79210626998963e-05 -0.0001251560528877887 -0.00016687436039802608 -0.00013283921644085227 0.00018887011511220696 0.00053775574546307322 0.0023887118324637416 -0.00039095585075572033 0.0011201849690190069 0.0017266634750463393 0.0015864135429082026 0.00091167236547335057 -0.00031786926673284439 0.00026165464965743012 -0.00052021899746864482 2.1734284933986574e-05 -0.0001411923004037606 -7.4027330463815656e-05 0.0016013111543509663 0.00015392422080822145 0.0010901300273818541 0.00083577707322547213 -0.00084023092994871349 -0.00010579050729120354 0.0011155492012524823 0.00026529866443753572 0.0011801734470519359 3.7842053144698252e-05 -0.0011293432745636287 0.00059716455650994107 -0.00143692888327521 0.00053250485566765158 -0.00010842059054803888 0.00068283183179885913 0.00078553450032498463 0.00012386165372762744 0.00080287958544677423 -0.00074224929132203502 6.7439150939313798e-05 9.6268172601658952e-05 -0.0006158224115746895 -0.00031213149711235627 -0.0021647140027544949 0.0012082131792505442 -0.0009363652797349329 -0.00010172585848056592 -0.00021754423439212137 -0.00019179240950436977
leaf_weight=123232 68517 3145 52562 1992 960 73 38 20 26 185 27 23 27 20 178 60 163 12987 69 187 27 80 34 20 23 32 24 183 23 3635 24 37 29 93 5388 102 49 44 37 41 215 2159 35 75 21 44 21 1640 979 26
leaf_count=123232 68517 3145 52562 1992 960 73 38 20 26 185 27 23 27 20 178 60 163 12987 69 187 27 80 34 20 23 32 24 183 23 3635 24 37 29 93 5388 102 49 44 37 41 215 2159 35 75 21 44 21 1640 979 26
internal_value=0 2.913e-06 1.22306e-05 -3.47788e-06 8.24957e-06 1.92055e-05 0.000448035 0.000952842 0.00158395 1.79527e-05 1.93652e-05 0.000213036 0.000693453 9.79519e-05 -0.000193673 1.65363e-05 -0.000309849 -1.22205e-05 0.000234135 0.000173875 0.000394626 0.000656835 0.000433143 0.000495831 -6.06923e-05 0.000798749 0.000417641 -6.89661e-06 -3.18516e-05 -1.91362e-05 -4.47781e-05 -0.000192317 -0.000219952 5.01821e-05 -4.21891e-05 -8.19079e-05 1.07018e-05 -8.22859e-05 -0.000102205 9.59991e-05 0.000265452 0.000111564 -0.000485558 -0.000690249 -0.00119666 -4.49063e-05 0.000515349 -6.48825e-05 -0.000185621 0.000452192
internal_weight=0 211114 85890 125224 82745 53898 157 84 46 53741 53556 771 149 622 198 52785 223 28847 424 397 210 141 114 122 43 79 56 27887 14900 13806 10078 1094 1057 3728 10054 5742 4312 2063 5425 2249 317 2208 175 131 56 1888 65 1823 1028 49
internal_count=279631 211114 85890 125224 82745 53898 157 84 46 53741 53556 771 149 622 198 52785 223 28847 424 397 210 141 114 122 43 79 56 27887 14900 13806 10078 1094 1057 3728 10054 5742 4312 2063 5425 2249 317 2208 175 131 56 1888 65 1823 1028 49
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=51
num_cat=0
split_feature=14 10 0 1 13 1 6 14 12 3 1 14 1 10 0 10 13 10 9 0 1 12 14 3 6 0 9 10 0 0 13 6 0 4 0 10 5 13 5 3 10 14 14 10 6 0 2 14 10 0
split_gain=0.00288782 0.00742378 0.010538 0.0206135 0.00924833 0.0122241 0.00763302 0.0101761 0.00896586 0.00726439 0.0187665 0.0175243 0.0142766 0.0136521 0.0113251 0.0096257 0.0102868 0.0100999 0.00994903 0.00890376 0.00826629 0.0133031 0.0140947 0.0168017 0.0110699 0.0112223 0.0170401 0.0132485 0.0113641 0.0110963 0.0104054 0.0183383 0.016689 0.0106215 0.0207873 0.0178366 0.0115114 0.0106371 0.009984 0.0131816 0.00945099 0.00910641 0.018539 0.0174581 0.0174179 0.0252114 0.0157355 0.0257239 0.0231969 0.0207123
threshold=0.077677224736048281 0.96609195402298864 1242.5784396434321 3741.8673850150876 0.3816526610644258 3007.5741317529969 2.5000000000000004 0.059714795008912663 6.5000000000000009 31.500000000000004 3438.6371619929478 0.35388994307400384 3741.8673850150876 0.24695121951219515 1159.2799263297591 0.063508064516129045 0.098780487804878067 0.90121951219512209 3.5000000000000004 1159.2799263297591 3616.7164640063575 7.5000000000000009 0.12632978723404256 32.500000000000007 8.5000000000000018 907.74089229267565 3.5000000000000004 0.40238095238095245 891.78880821500877 1001.157454449629 0.25265957446808512 1.5000000000000002 995.44446815408207 8.5000000000000018 933.44303385326884 0.33012820512820518 13.500000000000002 0.5064102564102565 6.5000000000000009 38.500000000000007 0.16472868217054268 0.29217479674796754 0.267479674796748 0.267479674796748 1.5000000000000002 1054.4749595559522 3.5000000000000004 0.66987179487179505 0.50490196078431382 947.46592333298213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 -8 -3 10 -2 12 15 -13 -15 16 -12 -17 -18 -19 21 -11 -23 -24 25 28 30 -28 -22 -29 41 32 -32 34 -33 37 -36 40 -34 -40 -35 42 -27 -43 -44 -46 -45 48 49 -48
right_child=9 2 -4 -5 5 -7 7 -9 -10 20 11 13 -14 14 -16 17 18 19 -20 -21 24 22 23 -25 -26 26 27 29 -30 -31 31 33 38 35 36 -37 -38 -39 39 -41 -42 43 44 46 45 -47 47 -49 -50 -51
leaf_value=-2.000945016302081e-05 1.1940127661645758e-06 0.00035428730438330345 -0.00015870062686200524 0.0017962993990460582 0.0003297221123099663 -0.0007083517655357939 0.0003443713030264917 0.0013860441778937506 -0.00062616023893371738 0.00011549966874267156 -0.00022838280921395711 -0.0013631258561092961 -0.0012429856470719512 0.00029016771618075465 -0.0009469346506316593 -0.00025840994473485607 0.0014306480875881068 0.0012656474439565848 0.00017832239674005126 -2.9839943292447262e-05 -0.00016751670370597691 4.9594460347762859e-05 0.00052173497776190447 0.0024337833776371556 -0.00067276447376131952 -7.4576198693356146e-05 0.00045934652085649093 -0.0008457371607222833 -0.0012416208582214528 0.00052070590997270005 -0.00011751738733841599 0.0018632093444466591 0.00029675999169491912 -0.00084621623252534729 0.00035355501519901856 0.00015656960979907561 -0.00076724862821200607 -0.0016211367027911669 0.0021777047599298937 0.00055096048687119047 0.00037631190149113537 0.00058474967027372072 0.00014825489497525269 0.00022734521742538065 -0.0025592539343051615 -0.00049957009868170979 -1.9837521249428393e-05 0.0012569578274269589 -9.0522842138953934e-05 -0.0019536746070823738
leaf_weight=25080 248267 119 174 22 61 53 64 37 29 1771 47 56 28 37 37 457 29 21 35 36 280 39 27 20 58 1135 369 39 27 24 36 20 22 43 126 161 28 24 33 20 25 145 32 209 24 39 20 20 81 45
leaf_count=25080 248267 119 174 22 61 53 64 37 29 1771 47 56 28 37 37 457 29 21 35 36 280 39 27 20 58 1135 369 39 27 24 36 20 22 43 126 161 28 24 33 20 25 145 32 209 24 39 20 20 81 45
internal_value=0 -1.59927e-05 0.000164222 0.000310166 0.000220097 -0.000152891 0.000390863 0.000725974 0.000162173 1.61437e-06 4.23216e-07 -0.000243974 -0.000138433 -0.000774119 -0.000328383 -8.89486e-05 0.000333298 -0.000180134 0.000745782 0.000447445 6.1642e-05 0.00014499 0.000752287 0.00133537 1.14711e-05 2.45817e-05 5.69254e-05 0.000344935 -0.000261982 -0.000325187 2.54591e-06 0.000194854 0.000767401 4.60189e-05 0.000346719 -0.000160787 0.000149773 -0.000716161 0.00119216 0.00156384 -0.000396757 -5.65752e-05 -0.000130736 0.000118843 -0.000801697 -0.00128421 -6.13071e-05 -0.000424731 -0.000655099 -0.00135865
internal_weight=0 25639 559 385 363 114 249 101 148 253992 249050 783 653 130 74 625 111 514 64 57 4942 1857 86 47 3085 3027 2720 432 307 63 2288 538 111 427 174 253 154 92 75 53 68 1750 1230 520 95 63 375 166 146 65
internal_count=279631 25639 559 385 363 114 249 101 148 253992 249050 783 653 130 74 625 111 514 64 57 4942 1857 86 47 3085 3027 2720 432 307 63 2288 538 111 427 174 253 154 92 75 53 68 1750 1230 520 95 63 375 166 146 65
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=51
num_cat=0
split_feature=0 1 9 1 8 4 3 6 10 7 10 0 3 3 12 1 14 5 0 5 11 10 6 0 0 1 0 13 13 13 0 1 6 4 4 14 1 6 13 13 13 14 5 7 1 0 1 6 0 6
split_gain=0.00286794 0.00528616 0.00365879 0.0038124 0.00311097 0.00370771 0.00405816 0.0123346 0.00418541 0.0112866 0.0153989 0.0100349 0.00917301 0.00739524 0.00825759 0.00824501 0.00804584 0.0102236 0.00613064 0.00475953 0.0043112 0.00417287 0.0135745 0.0234326 0.0169303 0.0126927 0.0125156 0.0103643 0.0251381 0.0160684 0.0149579 0.0100493 0.00976125 0.00652143 0.00625336 0.00935625 0.00609461 0.00494299 0.00447173 0.00707867 0.00436312 0.0071176 0.0055837 0.00429244 0.00404532 0.00392074 0.00387745 0.00485856 0.00418294 0.00436657
threshold=355.87763915758541 930.51637059710401 3.5000000000000004 1022.5647778423951 1.0000000180025095e-35 13.500000000000002 36.500000000000007 3.5000000000000004 0.96225071225071235 3.5000000000000004 0.96609195402298864 1001.157454449629 30.500000000000004 12.500000000000002 5.5000000000000009 1109.6381397440653 0.17445652173913045 3.5000000000000004 1086.8692189335923 2.5000000000000004 0.90238095238095251 0.95060975609756104 3.5000000000000004 911.950011882387 838.67050112781965 2904.5200653263769 1040.0256050067871 0.084219858156028379 0.04210992907801419 0.045983086680761107 869.07031931492213 2692.3630167879473 1.0000000180025095e-35 7.5000000000000009 4.5000000000000009 0.12060606060606062 2846.3956359091098 4.5000000000000009 0.45080645161290328 0.56330128205128216 0.13423423423423428 0.21525096525096529 1.5000000000000002 1.5000000000000002 2364.0969371768856 880.4064522592422 2692.3630167879473 1.5000000000000002 1078.5099592134823 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 20 12 11 -11 13 15 16 -10 45 19 -12 -18 21 -2 24 37 32 27 -27 28 31 -30 -29 43 44 -31 -34 -36 38 -24 46 -40 -37 -42 -43 -26 -23 -15 48 -48 -32 -50
right_child=4 2 -4 -5 -6 -7 7 -9 9 10 18 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 26 -28 30 29 33 36 -33 34 -35 35 40 -38 -39 39 -41 41 42 -44 -45 -46 -47 47 -49 49 -51
leaf_value=-0.00061153305099449231 6.0280881730249723e-06 -0.00015639868821811824 -0.00053970814769854769 4.1255607993049675e-05 -3.8075333346832129e-06 0.00052913831724949627 0.0011034362668283393 -0.00026426171966972215 0.00044689913484035064 -0.0020750593806786294 0.00036724178415059936 -0.00054700094439058804 -0.00074723071383131262 0.00034172947314800697 -0.00040110511353048375 -0.00079645921112387436 0.0002205934553442277 -0.00060860507286809981 -0.00067078800010494889 0.0011100411209987388 0.00054690984834451231 0.00036943837894005298 -0.00058415617095306514 9.709423030948355e-05 0.00069267010798544767 0.001439688281789131 -5.3407237108331178e-05 -0.00097867902006126112 0.0019666605703865313 0.0009289819584933647 0.00049083843332482508 -0.00075529945482100764 0.0015560765143683448 -0.00019814167033127021 -0.00020567630644008103 0.00034483644923249924 -0.00078798167267814289 -0.0015861770269111732 0.00090862639308113562 5.212249427354344e-05 0.0018191413105731564 0.0013203233159147204 0.0003419547881847913 -4.1344327336696881e-05 -0.00059040195899017693 0.0012193088185241713 -6.5644530803655042e-05 -0.0010938402403553483 -0.00042883435504764375 3.6479742927253822e-05
leaf_weight=45 103731 414 38 594 173089 34 32 34 20 22 33 21 36 20 39 40 53 31 25 21 37 23 20 105 28 32 25 45 28 33 36 42 21 21 27 33 25 32 32 98 21 25 35 69 21 35 27 20 68 195
leaf_count=45 103731 414 38 594 173089 34 32 34 20 22 33 21 36 20 39 40 53 31 25 21 37 23 20 105 28 32 25 45 28 33 36 42 21 21 27 33 25 32 32 98 21 25 35 69 21 35 27 20 68 195
internal_value=0 -8.09085e-05 -5.80804e-05 -3.99238e-05 3.16906e-07 7.08683e-06 6.91845e-06 0.000398865 6.67291e-06 -0.000155573 -0.000611773 -0.0013288 6.17514e-07 0.000104566 0.000251271 -0.000382006 0.000410287 0.000153672 -8.01848e-05 0.000473004 7.28507e-06 7.09477e-06 0.000100311 -0.000332776 0.000166325 6.49684e-05 0.000784822 1.14721e-05 0.000300368 0.000994658 -0.000105462 -0.000109213 0.000571753 0.000490656 0.000751126 0.00063124 -2.70293e-05 -0.00120078 1.29366e-05 0.000262954 0.000829457 0.00102689 0.000749608 0.000170536 -8.86672e-05 0.000900189 -8.10006e-05 -0.000503175 -1.46388e-05 -8.38296e-05
internal_weight=0 1091 1046 1008 278540 105451 105417 66 105351 396 101 43 295 259 199 60 160 105 58 74 104955 104918 1187 157 1030 824 57 767 221 82 546 139 206 54 162 141 501 52 476 130 114 81 60 97 44 55 346 47 299 263
internal_count=279631 1091 1046 1008 278540 105451 105417 66 105351 396 101 43 295 259 199 60 160 105 58 74 104955 104918 1187 157 1030 824 57 767 221 82 546 139 206 54 162 141 501 52 476 130 114 81 60 97 44 55 346 47 299 263
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=51
num_cat=0
split_feature=7 13 14 11 13 7 0 0 2 10 1 0 4 6 5 6 10 0 4 13 12 10 5 12 10 10 9 14 10 13 10 14 4 13 14 10 8 14 5 0 1 0 2 3 13 14 13 1 1 8
split_gain=0.00284618 0.0054675 0.0103906 0.00864104 0.00842502 0.0121295 0.0128393 0.0157142 0.0135136 0.0127968 0.017498 0.0121844 0.0121689 0.00908556 0.00882379 0.0162374 0.00848361 0.00756728 0.0118557 0.0265389 0.0147836 0.0199933 0.0177562 0.0119412 0.0163094 0.010576 0.0114876 0.026424 0.018216 0.0151021 0.0180818 0.014919 0.0149179 0.0151137 0.0123511 0.0108004 0.0150988 0.0103218 0.0101944 0.0142254 0.0102314 0.00976377 0.00967172 0.0117171 0.00933644 0.0151191 0.00964917 0.00929968 0.0126474 0.00928709
threshold=3.5000000000000004 1.0000000180025095e-35 0.61651583710407254 0.032795698924731186 0.043961352657004842 6.5000000000000009 957.12540010465557 1033.4556649327824 3.5000000000000004 0.51925925925925942 2554.1430983545456 899.47091450355208 3.5000000000000004 2.5000000000000004 8.5000000000000018 2.5000000000000004 0.56711711711711721 924.13557371275863 7.5000000000000009 0.82842724978973936 1.5000000000000002 0.76568627450980398 4.5000000000000009 4.5000000000000009 0.27386363636363642 0.053342816500711245 2.5000000000000004 0.46049896049896061 0.34891304347826091 0.069366479550922219 0.43826219512195125 0.69337606837606847 10.500000000000002 0.13100686498855837 0.30860805860805868 0.15075757575757578 2.5000000000000004 0.14434523809523811 2.5000000000000004 869.07031931492213 2571.3753443570063 1113.5670458188422 4.5000000000000009 30.500000000000004 0.24695121951219515 0.28062500000000007 0.43826219512195125 3134.7261784906077 2846.3956359091098 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 9 16 -9 12 -11 -7 -3 -14 15 -13 -8 18 -6 20 22 23 -20 38 42 -19 -27 28 35 -30 34 -29 33 -32 37 36 -28 -31 39 -22 -40 49 43 -25 45 -23 -46 48 -37 -35
right_child=1 3 -4 -5 17 11 7 8 -10 10 -12 14 13 -15 -16 -17 -18 25 19 -21 21 44 -24 24 -26 26 27 31 29 30 32 -33 -34 41 -36 47 -38 -39 40 -41 -42 -43 -44 -45 46 -47 -48 -49 -50 -51
leaf_value=1.0611984671099029e-06 -0.00020661351869662268 0.0011663982164463961 0.00014595679173179873 -0.00033022371382685379 -7.1926705478740971e-06 0.0014870407512306326 0.0019240861362777651 0.00028309399173080099 -0.0010151486712224459 0.00015342929134411472 -0.001316677508536183 0.0011372474115341903 0.00011875840389858122 -0.00093977888553546597 0.0010925872110349772 -0.00062284251256474637 0.00056542141052583856 -0.00032284720074169656 -0.0010521591911338665 0.0015141222358530237 -0.00016535198053518508 -0.00061565611921694319 0.00044479476016476841 0.00074454026325838647 -0.0001400308838537039 -8.5463000554220371e-05 -2.4920569804425427e-05 -0.00092873751462873406 -0.00075119942193850879 0.0014653822888845 0.001402937857589374 0.00020392926829948052 -0.00072563785267993816 -0.00046974244709734042 0.0022109767587887921 -0.00039870878540431006 0.0013018502344493755 -1.1109430342912676e-05 0.0010797364162639358 -0.0016006676263974182 3.5532743784187918e-05 0.0010037499506558691 0.00018518402510034365 0.0023831855552271012 0.0020014996717994411 0.0012041799551807345 0.00060784788802266127 -0.00053210616471983919 0.0010758205953886946 0.00057909484036290681
leaf_weight=267780 913 22 271 210 5129 31 20 156 23 35 48 20 92 26 26 38 27 374 52 37 97 21 32 24 49 3006 65 79 20 29 42 46 25 46 26 33 32 20 26 21 240 35 21 20 27 25 23 106 26 39
leaf_count=267780 913 22 271 210 5129 31 20 156 23 35 48 20 92 26 26 38 27 374 52 37 97 21 32 24 49 3006 65 79 20 29 42 46 25 46 26 33 32 20 26 21 240 35 21 20 27 25 23 106 26 39
internal_value=0 -2.39784e-05 -0.000125915 -1.26637e-05 -6.2864e-06 0.000181678 6.43299e-05 0.000329922 0.000116281 -0.000204835 -0.000696753 0.000639848 8.6802e-05 -0.000114479 0.000327193 -1.5915e-05 0.00114358 -1.70023e-05 1.93972e-05 0.000210137 0.000138976 0.000226775 -0.000481891 9.94134e-05 0.000548772 -6.95383e-05 -4.37594e-05 0.000143626 0.000294257 0.00057314 0.000674235 -0.000511916 0.000411178 0.000586612 0.00133012 -5.91579e-06 0.000412777 0.000862733 -3.399e-05 -0.00042079 0.000137598 0.000300898 0.00106802 0.00148938 0.000887466 0.000373385 0.00136042 -0.000252056 0.000251084 1.14888e-05
internal_weight=0 11851 1184 10667 10457 564 449 226 179 223 83 115 140 118 84 58 47 9893 5844 715 678 594 84 498 114 4049 3675 669 544 282 262 125 187 162 75 262 97 49 384 118 266 120 65 44 96 46 50 165 59 85
internal_count=279631 11851 1184 10667 10457 564 449 226 179 223 83 115 140 118 84 58 47 9893 5844 715 678 594 84 498 114 4049 3675 669 544 282 262 125 187 162 75 262 97 49 384 118 266 120 65 44 96 46 50 165 59 85
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=51
num_cat=0
split_feature=8 3 13 6 0 7 0 14 6 12 7 1 7 9 13 6 14 8 5 4 7 0 0 0 6 10 14 5 14 14 14 1 10 3 14 14 0 13 13 0 10 3 8 10 1 10 13 13 13 7
split_gain=0.00279843 0.00587947 0.0100967 0.0188058 0.0124914 0.00730018 0.0119545 0.00959037 0.00761332 0.0068101 0.00695362 0.015604 0.0107713 0.00967054 0.0207592 0.0144414 0.0125526 0.0105491 0.00879108 0.00783044 0.00766586 0.00842586 0.00746343 0.0111083 0.0107904 0.0156057 0.0101014 0.00954359 0.00867673 0.00953141 0.00983914 0.00682385 0.00731365 0.0108867 0.00996322 0.00674866 0.00647962 0.0192998 0.0288494 0.0153009 0.0224259 0.0184108 0.0103895 0.010023 0.00754614 0.00742692 0.00734396 0.00900747 0.00726431 0.0102629
threshold=3.5000000000000004 33.500000000000007 0.3816526610644258 1.5000000000000002 1242.5784396434321 4.5000000000000009 1095.150540518749 0.087595907928388769 3.5000000000000004 9.5000000000000018 1.5000000000000002 3521.6014656366374 2.5000000000000004 2.5000000000000004 0.03883861236802414 1.0000000180025095e-35 0.091966173361522213 8.5000000000000018 4.5000000000000009 11.500000000000002 2.5000000000000004 865.45763568221207 942.80558483579864 671.0170443977488 2.5000000000000004 0.15849282296650721 0.087595907928388769 7.5000000000000009 0.49418604651162795 0.25265957446808512 0.13714733542319751 3241.4713401430272 0.70659971305595415 32.500000000000007 0.13100686498855837 0.12632978723404256 803.94840676866716 0.077677224736048281 0.11834733893557424 851.91169544844706 0.23166368515205729 25.500000000000004 4.5000000000000009 0.1012820512820513 3134.7261784906077 0.54653679653679665 0.28062500000000007 0.55086206896551737 0.12660256410256412 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 -4 -5 8 -8 -7 10 18 13 35 31 -15 16 -16 22 -2 -20 -18 -22 23 -17 26 -26 -24 -27 29 30 -28 -12 34 -34 -33 -13 42 -38 -39 40 -40 -41 44 48 45 -25 -43 -48 -44 -50
right_child=1 2 3 5 -6 6 7 -9 -10 -11 11 12 -14 14 15 17 20 -19 19 -21 21 -23 24 36 25 27 28 -29 -30 -31 -32 32 33 -35 -36 -37 37 38 39 41 -42 46 43 -45 -46 -47 47 -49 49 -51
leaf_value=1.2667951960974719e-06 -0.00011063726510773269 1.2430473492300731e-06 0.00057443830211964682 0.00029519610021365916 0.0019620813520463266 -0.00015398835064843298 0.00016065844557369534 -0.0011149633304384913 0.0010705903347115965 0.00086996934731446577 -8.9077329681728058e-05 -0.00091379809929766586 -0.001418210457195528 -0.00050754571000699751 0.0013470957201207057 0.00028092160068903226 4.1456033538671708e-05 -0.0010539734132841907 1.5082870219613036e-05 0.00095973411516752098 0.00038122029942742842 0.0015069458924699575 -0.00080000978297094759 0.00022636525103712443 -0.00019666471246940396 0.00073084903694689281 0.00093823018236435015 0.0021962188492761926 -0.00054358390718698497 0.0011362068992133978 -0.00048422271295660925 -0.00060754386281937172 -0.00097433276661193936 0.00028685092269866303 0.00034175653869416406 0.00024210358470944422 0.0011858838748594282 -0.0015376460036107651 0.0014742566995243202 -0.0010541384524872734 -8.95851293954855e-05 -0.0004745866567827761 -0.00015002789150457831 -0.00021074317957995073 -0.00084203710333288968 -0.00068437696497242618 0.0012460803315043449 -9.6117335202507097e-05 -0.0020684148579754908 -0.00068374309230421213
leaf_weight=262776 1611 1348 55 210 23 30 23 41 22 21 3923 23 35 154 34 241 116 22 7696 22 68 22 27 161 24 25 20 20 25 36 31 52 77 22 59 28 34 30 41 45 52 25 20 106 24 26 25 25 23 32
leaf_count=262776 1611 1348 55 210 23 30 23 41 22 21 3923 23 35 154 34 241 116 22 7696 22 68 22 27 161 24 25 20 20 25 36 31 52 77 22 59 28 34 30 41 45 52 25 20 106 24 26 25 25 23 32
internal_value=0 -1.97498e-05 6.69542e-05 0.000286208 0.000983615 0.000119344 -0.000199009 -0.000656537 0.000364103 -2.98078e-05 -3.10606e-05 -7.42937e-05 -0.000742742 -6.41496e-05 4.30612e-05 0.000104506 0.000457025 3.02913e-05 -4.39969e-06 1.77756e-05 0.00031012 0.000656398 5.16274e-05 -1.01357e-05 0.000321841 0.00083298 6.811e-05 0.00138212 0.000277389 0.000513301 7.3602e-05 -0.000103942 -0.000381626 -0.00069407 -0.000102961 -0.000279185 -0.000114986 7.01262e-05 -8.59881e-05 0.000118471 0.000599851 -0.000254599 -0.000245792 -0.000523716 -7.38335e-06 9.9738e-05 0.000225125 0.000574981 -0.000966052 -0.00126279
internal_weight=0 16855 1752 404 78 326 116 64 52 15103 15082 5753 86 5667 1534 1380 240 1140 9329 7718 206 90 1118 910 208 69 139 45 112 87 51 4133 210 99 111 51 669 277 243 213 93 120 392 181 211 187 75 50 75 55
internal_count=279631 16855 1752 404 78 326 116 64 52 15103 15082 5753 86 5667 1534 1380 240 1140 9329 7718 206 90 1118 910 208 69 139 45 112 87 51 4133 210 99 111 51 669 277 243 213 93 120 392 181 211 187 75 50 75 55
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=51
num_cat=0
split_feature=3 1 0 10 6 5 14 14 4 6 0 0 10 2 9 10 0 3 6 3 1 9 3 10 10 14 1 12 13 12 10 9 9 13 0 3 0 10 1 14 13 0 4 5 14 10 7 13 13 13
split_gain=0.00276992 0.0101568 0.00760274 0.00578573 0.00591707 0.00392371 0.00384398 0.00603405 0.00390728 0.00368692 0.0207617 0.0195627 0.0293234 0.0165059 0.0127576 0.0192383 0.0128512 0.0166879 0.0126525 0.0116555 0.0120545 0.0103644 0.0100295 0.01217 0.0145115 0.0157145 0.0140247 0.0130559 0.0125677 0.0121571 0.0111212 0.0163505 0.0151115 0.0147374 0.0174347 0.0136073 0.0135861 0.0125476 0.0167615 0.0176847 0.0151909 0.0134221 0.0156002 0.011805 0.0114157 0.0115726 0.0187472 0.0112355 0.0111615 0.0111376
threshold=7.5000000000000009 910.44983920966422 371.21279892533875 0.13714733542319751 1.0000000180025095e-35 2.5000000000000004 0.28062500000000007 0.56949806949806958 1.5000000000000002 1.0000000180025095e-35 438.20086738384214 557.89382435932782 0.64400921658986188 3.5000000000000004 3.5000000000000004 0.16472868217054268 967.10338307104212 35.500000000000007 3.5000000000000004 13.500000000000002 1751.7923478005653 2.5000000000000004 17.500000000000004 0.53033088235294124 0.88303693570451447 0.15075757575757578 1413.8554805408253 1.5000000000000002 0.12060606060606062 7.5000000000000009 0.13100686498855837 1.5000000000000002 3.5000000000000004 0.077677224736048281 972.47622060718538 26.500000000000004 621.99340003303882 0.04819976771196284 2337.1340514624867 0.56949806949806958 0.09449404761904763 831.91154688670701 6.5000000000000009 5.5000000000000009 0.63245614035087727 0.9104278074866311 2.5000000000000004 0.087595907928388769 0.067424242424242428 0.42705167173252284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8 10 -2 12 18 22 16 -16 -15 -18 -11 21 -21 -14 23 -12 25 -25 -26 -28 -29 30 32 33 36 48 35 47 -24 38 -38 41 -41 42 49 -34 45 -33 -47 -35 -32 -40
right_child=9 -3 3 4 -6 -7 7 -9 -10 11 13 -13 19 14 15 -17 17 -19 -20 20 -22 -23 29 24 26 -27 27 28 -30 -31 31 44 43 34 -36 -37 37 -39 39 40 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.00034692439727749679 -8.0679364746042402e-05 -0.00013619655900893758 0.00016053945825004006 -0.00017107363196582228 8.1866680471695761e-05 -0.00039991296984521183 -0.00028999191608669264 -5.7101992286957112e-05 0.0001244349094788469 6.6627286228574937e-05 -1.2806046939135407e-05 -1.2831001517358535e-05 -4.828579417506242e-05 -3.0831375873152668e-05 -2.6673166278184669e-05 -0.00034681434333084398 0.0018223236813875183 0.00018105224047203439 0.00030492370380948185 0.0001894555416683297 -0.00030123026691932149 -0.00065067801293076228 0.00097268286401466027 0.00015311978300809305 2.8407710838466469e-05 3.7378338714761446e-05 4.6402544381264317e-05 8.336562666246345e-06 -0.00011285693597752513 -0.00019736259222958731 0.00012640445411000412 9.0859638098724242e-05 0.00016797339133619164 -0.00079392819237467408 -0.00012877978978583413 0.00098993462537381267 0.00017455696063051117 -0.00019069281014516708 -0.00065592520230693934 -0.00012388885105875407 0.0017341958898627623 -7.4082616723661275e-05 0.00015433795011227227 0.0010634035722099859 0.00029807515121296974 0.0013901249420913784 -0.00012597266975621768 8.9357481273635668e-05 0.0010323711364929164 -0.0018774045848245311
leaf_weight=152 6365 1731 583 436 1388 74 61 2205 841 16097 37405 123059 8638 2797 977 903 21 59 577 915 145 72 31 3502 21357 18039 3353 3362 5881 486 1186 9015 360 37 2414 41 805 1338 123 22 22 428 54 41 759 44 38 1335 35 22
leaf_count=152 6365 1731 583 436 1388 74 61 2205 841 16097 37405 123059 8638 2797 977 903 21 59 577 915 145 72 31 3502 21357 18039 3353 3362 5881 486 1186 9015 360 37 2414 41 805 1338 123 22 22 428 54 41 759 44 38 1335 35 22
internal_value=0 -3.00354e-05 1.97938e-06 1.147e-05 -5.89418e-06 -3.95718e-05 -3.20457e-05 -1.25361e-05 9.64083e-05 8.24495e-07 7.24942e-06 -4.44672e-06 3.45701e-05 1.2062e-05 -7.91502e-05 -0.000180443 -1.29595e-05 0.000611886 7.48735e-05 -3.42137e-05 0.000122333 -5.32654e-05 1.59522e-05 9.23681e-06 2.40945e-05 5.61949e-05 3.72889e-06 -3.8115e-05 -6.87747e-05 4.94282e-05 5.60365e-05 7.43019e-05 -2.78292e-05 1.1249e-06 -4.7131e-05 9.23597e-05 -6.83316e-05 -7.97998e-05 2.07251e-05 -0.000163827 0.000805154 -0.000231826 -0.000571093 0.000259526 0.000111781 9.62381e-05 0.000687543 6.55371e-05 0.000152374 -0.000841253
internal_weight=0 7471 5740 5588 5005 3617 3543 3107 902 272160 122657 149503 26444 116292 4757 1880 2877 80 16674 9770 1060 8710 111535 92899 55494 21541 33953 12596 9243 18636 18150 14904 3246 5048 3827 1413 2845 2814 1476 671 44 627 199 401 9856 9097 82 1372 1221 145
internal_count=279631 7471 5740 5588 5005 3617 3543 3107 902 272160 122657 149503 26444 116292 4757 1880 2877 80 16674 9770 1060 8710 111535 92899 55494 21541 33953 12596 9243 18636 18150 14904 3246 5048 3827 1413 2845 2814 1476 671 44 627 199 401 9856 9097 82 1372 1221 145
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=51
num_cat=0
split_feature=3 1 1 5 3 5 4 0 14 14 1 8 7 12 4 5 12 10 3 1 10 13 14 4 4 13 7 0 4 12 13 10 13 0 5 12 9 9 0 0 13 6 10 4 0 0 3 6 12 14
split_gain=0.00286513 0.0206184 0.0125505 0.0120091 0.011074 0.00831821 0.00700699 0.00940331 0.00698363 0.00724594 0.00694081 0.00803038 0.00865242 0.0130627 0.0269422 0.012645 0.00914759 0.0114038 0.00827884 0.00884597 0.0110505 0.00761496 0.00889491 0.00748782 0.0120653 0.00714493 0.0122202 0.00987756 0.00777124 0.00675103 0.00686938 0.00715738 0.00854136 0.0115982 0.00669425 0.00655745 0.00651442 0.00640671 0.00941728 0.00917683 0.00636849 0.00635144 0.00634451 0.00946265 0.00866986 0.0100393 0.00685142 0.00798197 0.00669373 0.0070851
threshold=18.500000000000004 2157.1361945500553 2263.042265477196 3.5000000000000004 20.500000000000004 5.5000000000000009 6.5000000000000009 1013.9723183850269 0.76533166458072599 0.82480818414322254 2364.0969371768856 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 0.57359307359307377 19.500000000000004 2438.1594628963853 0.49418604651162795 0.10435571687840291 0.26201372997711675 5.5000000000000009 6.5000000000000009 0.36474501108647456 1.5000000000000002 577.94158736229213 6.5000000000000009 6.5000000000000009 0.04819976771196284 0.94804318488529027 0.36474501108647456 786.89210308344707 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 795.06662848518874 800.94442982758699 0.37354651162790703 11.500000000000002 0.053342816500711245 4.5000000000000009 835.12391301254218 625.94960935577217 17.500000000000004 1.5000000000000002 2.5000000000000004 0.32200460829493094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 35 5 10 -1 8 -8 -10 25 12 13 14 -12 -14 17 23 21 37 -21 -18 -23 -15 -25 -4 27 -27 -28 30 -17 32 33 -32 -29 -3 -13 39 -39 -20 -9 -6 43 -37 45 -45 -44 -48 49 -49
right_child=2 3 4 -5 41 -7 7 40 9 -11 11 36 15 16 -16 29 18 -19 19 20 -22 22 -24 24 -26 26 28 34 -30 -31 31 -33 -34 -35 -36 42 -38 38 -40 -41 -42 -43 46 44 -46 -47 47 48 -50 -51
leaf_value=-3.0194403393964522e-06 4.2516051890687362e-05 -0.00074737122423747292 1.0694752378203657e-05 -0.00086820883402002186 4.426129465697432e-06 -0.00068444853885146718 9.1181212534639376e-05 -0.00021220877402860778 -0.00040104491215368519 3.1567051231944866e-06 0.0020342429378576092 -0.00087293063327251738 0.00016127518195732248 0.00026477299906421924 -9.465286905954903e-05 0.0002186197074999135 -0.00081548693946704434 -0.00063242150369580271 0.00071885455941218281 -0.00030794774667148596 0.00050014412294590986 -0.00034394207544629843 0.00054304059580672617 -0.0008287711463506438 2.4496159225356889e-05 0.0005930592344397293 -0.00079437706336425186 0.00045051472219104953 -2.7541760512879895e-05 -0.0010896716159487401 -3.094167446901198e-05 3.5534239057557884e-05 -4.5294672122063101e-05 -0.00072489339842528961 -0.00016350845352724842 -0.00030444281366334171 8.0188292486127474e-07 0.00011085049334603052 0.00087744526160117131 -0.00012140322005712336 0.00011312183328839108 -0.00082665095510690118 -0.0003588119549992624 -0.00017082169992499986 -0.00040414156315627655 0.00066653176058032793 -5.7112066418949582e-05 -0.00016355935730608543 -0.00010638023726487324 -0.00079128761043884216
leaf_weight=194042 19802 42 3234 56 50439 54 5104 524 139 548 23 64 154 103 42 56 46 136 43 173 56 91 41 63 121 53 106 48 48 29 78 93 102 264 590 102 32 75 86 133 211 23 327 50 38 126 1448 77 188 108
leaf_count=194042 19802 42 3234 56 50439 54 5104 524 139 548 23 64 154 103 42 56 46 136 43 173 56 91 41 63 121 53 106 48 48 29 78 93 102 264 590 102 32 75 86 133 211 23 327 50 38 126 1448 77 188 108
internal_value=0 -3.10596e-06 8.24713e-06 -0.000144052 -3.72121e-06 -6.65746e-05 -1.30556e-06 4.96544e-05 7.10367e-05 -7.8625e-05 -6.11783e-05 -0.00013494 -0.000113581 -3.12088e-05 0.000658649 -0.000244358 -6.96327e-05 -0.000255287 3.59205e-05 0.000129455 -0.000110336 -0.000261497 -6.84399e-05 -7.65747e-05 -0.000267655 -2.31312e-05 -0.000152591 -6.28265e-05 -0.000555363 -0.000344789 -0.000308361 -0.000363316 -0.000446859 -0.000566624 -0.000117312 -0.000127869 -0.000581686 0.000292398 0.000520336 8.3887e-05 -0.000118815 4.04733e-06 -0.00011731 9.18714e-05 0.000280769 0.000428647 -0.000148083 -0.000110242 -0.000316495 -0.000530017
internal_weight=0 203130 76501 2562 56699 6237 200568 6526 5791 687 6183 2104 2008 1232 65 776 1167 423 744 566 229 178 132 287 184 4079 845 691 154 622 593 537 444 342 638 2506 96 337 161 176 735 50462 2464 316 214 176 2148 1821 373 185
internal_count=279631 203130 76501 2562 56699 6237 200568 6526 5791 687 6183 2104 2008 1232 65 776 1167 423 744 566 229 178 132 287 184 4079 845 691 154 622 593 537 444 342 638 2506 96 337 161 176 735 50462 2464 316 214 176 2148 1821 373 185
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=51
num_cat=0
split_feature=7 3 1 1 5 8 0 14 14 13 13 6 12 0 13 13 7 13 0 14 6 1 5 14 8 14 5 13 4 0 10 6 8 7 9 8 0 10 3 1 1 5 6 10 13 13 0 6 13 10
split_gain=0.00286585 0.00441876 0.0171827 0.0123488 0.00999306 0.0119665 0.0085874 0.00785582 0.0100173 0.0172144 0.0164021 0.011191 0.0216654 0.0152167 0.0111299 0.0108289 0.0107193 0.013571 0.00951853 0.0189701 0.00934812 0.00898784 0.00890553 0.00918121 0.00887872 0.00879551 0.0087012 0.00860356 0.00853642 0.0140263 0.00806404 0.010293 0.00778439 0.00754394 0.00973809 0.00752296 0.00688261 0.0102179 0.0090418 0.0145978 0.00847449 0.00802416 0.00860401 0.00800381 0.00774566 0.0144309 0.0224561 0.0115605 0.0125638 0.00873154
threshold=1.0000000180025095e-35 21.500000000000004 2423.1344677252664 2452.3200893468074 2.5000000000000004 1.0000000180025095e-35 1433.692583700579 0.21525096525096529 0.12632978723404256 0.12660256410256412 0.036375661375661381 1.5000000000000002 2.5000000000000004 858.45016876509555 0.45080645161290328 0.40270270270270275 3.5000000000000004 0.18065268065268067 792.40239783902211 0.087595907928388769 1.0000000180025095e-35 2299.1146759378844 3.5000000000000004 0.13423423423423428 2.5000000000000004 0.040408163265306128 2.5000000000000004 0.30116279069767443 5.5000000000000009 806.96991629943716 0.95553359683794481 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 5.5000000000000009 658.36447093627214 0.3816526610644258 22.500000000000004 2715.3598764542044 2469.2009762718558 4.5000000000000009 1.0000000180025095e-35 0.16843971631205676 0.084219858156028379 0.14854215918045707 821.95600019910705 2.5000000000000004 0.20256410256410259 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 -4 -6 35 8 10 22 -3 12 13 18 15 24 17 -11 19 20 -12 -19 -10 -24 -14 -13 -23 -15 -25 -30 33 -32 -18 -28 -35 -2 37 40 39 -38 -5 43 -43 -42 -40 -46 47 49 -49 -47
right_child=1 3 4 36 5 -7 -8 -9 9 16 11 25 14 27 -16 -17 32 21 -20 -21 -22 26 23 28 -26 -27 30 -29 29 -31 31 -33 -34 34 -36 -37 38 -39 44 -41 41 42 -44 -45 45 46 -48 48 -50 -51
leaf_value=5.652884215388737e-06 -6.4596913845157908e-06 -0.00049680961231790772 -0.00010876369565339184 -0.00048037542583188045 -0.0014491051774921989 -0.00033150529381217848 0.00079936183650385247 3.1721771609463562e-05 0.00021296391791711538 -0.00039681888142383773 0.00059140467477845958 0.00088931215286720551 0.00028422537514305799 0.0010579159398912453 -0.00068066992000901587 0.0012124710065899824 0.00042555630568893174 0.00072520961594794661 0.0020271928845128667 -0.00034434568369761114 0.0019965338497623351 0.00072169717831587019 0.0016828847201541066 0.00035920868827044175 -0.00028454801636620513 -9.0047905788281932e-05 0.00014257644067673433 -0.00017640487673512933 0.00025405012882025592 0.0017060434693494477 1.7669967492300504e-05 0.0013768817555011572 -0.00039574129032397657 -0.0011201910895667221 0.00011393364776185163 -0.00019403794291434641 -8.9736355038109558e-05 -0.00011796130651298813 3.6379319984869919e-05 -0.00087678197482180952 0.00015148968836244995 -0.0005364083538552223 0.00010411232511614799 0.0004583809199064727 -9.7189595811510745e-05 8.6589314283783291e-05 3.5803047758069352e-05 0.0004488068569390971 -6.160695117819554e-05 -0.0002403107641511783
leaf_weight=124436 115722 122 1196 49 26 304 33 3603 103 73 20 24 198 20 44 23 37 113 24 22 29 70 25 99 105 512 193 48 29 39 30 26 131 31 33 537 1724 424 9418 61 553 64 290 345 4504 235 11484 146 692 1562
leaf_count=124436 115722 122 1196 49 26 304 33 3603 103 73 20 24 198 20 44 23 37 113 24 22 29 70 25 99 105 512 193 48 29 39 30 26 131 31 33 537 1724 424 9418 61 553 64 290 345 4504 235 11484 146 692 1562
internal_value=0 -4.53251e-06 -9.28452e-06 1.04466e-05 -0.000175974 -0.000419559 -7.0972e-06 7.73274e-05 0.000151244 0.000265267 5.24434e-05 0.000115127 0.000277358 0.000757641 6.57742e-05 0.000166521 0.00013607 0.000239683 0.00116636 0.00087538 0.00142301 0.000333362 0.000588041 0.000789255 8.71257e-05 -4.6196e-05 0.000217752 0.000186631 0.000655478 0.00108681 0.000105048 0.000648733 -0.00021486 -1.34197e-05 -0.000483846 -7.32611e-06 -1.9032e-06 9.52021e-05 -7.51933e-06 -0.000116633 0.000164673 0.000189918 -1.1688e-05 0.000269393 -5.73533e-07 -1.92613e-05 5.59806e-06 -0.000126043 2.73196e-05 -0.000197561
internal_weight=0 155195 117818 37377 1526 330 116292 5826 2223 1032 1191 1069 533 163 370 326 737 569 95 71 49 496 295 192 303 536 383 68 167 68 313 56 168 257 64 116259 31551 1725 29826 1785 1301 1252 354 898 28041 18623 14119 2635 838 1797
internal_count=279631 155195 117818 37377 1526 330 116292 5826 2223 1032 1191 1069 533 163 370 326 737 569 95 71 49 496 295 192 303 536 383 68 167 68 313 56 168 257 64 116259 31551 1725 29826 1785 1301 1252 354 898 28041 18623 14119 2635 838 1797
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=51
num_cat=0
split_feature=2 1 12 13 10 6 0 0 4 13 6 7 5 14 0 0 0 10 6 4 0 14 4 12 0 3 10 10 0 1 9 10 5 3 14 6 10 14 5 8 5 3 14 7 14 1 3 13 4 4
split_gain=0.00282696 0.0115446 0.00838316 0.00800982 0.0121973 0.0155275 0.0167889 0.0152135 0.00988528 0.00984978 0.0126943 0.0124402 0.011888 0.0114367 0.0125447 0.0299259 0.013967 0.0141403 0.0120028 0.0101993 0.0165594 0.00985472 0.00953803 0.00949999 0.00930775 0.0157608 0.0111964 0.00977597 0.00982476 0.00954566 0.00902777 0.0172517 0.0143101 0.0138302 0.0191824 0.013241 0.0123717 0.0122705 0.0130972 0.0149068 0.0125535 0.0124082 0.0122224 0.0121903 0.0135192 0.0203084 0.0225448 0.0201528 0.0246075 0.013888
threshold=2.5000000000000004 3091.4684149673285 7.5000000000000009 0.42705167173252284 0.81322674418604668 1.0000000180025095e-35 486.27124121777877 1289.0088005912796 1.0000000180025095e-35 0.68301435406698574 3.5000000000000004 6.5000000000000009 1.5000000000000002 0.04819976771196284 972.47622060718538 1095.150540518749 937.98699740156701 0.96225071225071235 1.5000000000000002 7.5000000000000009 1033.4556649327824 0.099019607843137278 4.5000000000000009 3.5000000000000004 698.85635485371711 23.500000000000004 0.89564428312159727 0.95916666666666683 848.41687930959222 2571.3753443570063 2.5000000000000004 0.52440476190476204 3.5000000000000004 18.500000000000004 0.17445652173913045 4.5000000000000009 0.11834733893557424 0.045983086680761107 4.5000000000000009 1.5000000000000002 2.5000000000000004 19.500000000000004 0.19399641577060936 5.5000000000000009 0.032795698924731186 2969.5094685919271 30.500000000000004 0.59175084175084181 8.5000000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7 8 -8 11 12 19 -11 18 16 -16 17 21 -14 -6 23 -15 -19 -21 26 -26 -12 28 -27 -29 31 33 -33 34 -10 42 37 -35 39 -39 -41 -40 -36 44 -32 49 47 -47 -49 -46
right_child=3 -3 -4 4 9 6 7 -9 30 10 24 -13 13 14 15 -17 -18 22 -20 20 -22 -23 -24 -25 25 27 -28 29 -30 -31 43 32 -34 36 35 -37 -38 38 41 40 -42 -43 -44 -45 45 46 -48 48 -50 -51
leaf_value=4.305450451237085e-06 1.800314857890938e-06 0.00041011063959116919 -0.00024314144051003079 -7.0919257813307097e-05 -0.00024310035638602367 0.00010018530422831445 -0.00085800080443732452 0.00087294794156302178 -0.00039512716837682046 -0.00023814585820941927 -0.00078537774706174696 0.00070821443118919164 9.8500550026074066e-05 0.00053620677459411184 0.0015028116426644071 -0.00057794696692360084 -0.0010370401435971467 0.0001569226384162903 -0.0014841963800237231 0.00011757957488490356 -0.00052139693392229099 3.0086755332604741e-05 0.0015481368023236948 0.0010146978524668763 -0.0011987154372036458 0.00091542463539348497 0.00053626844961338256 -0.0014754949009511621 -0.00033352624881217708 -0.0003092661883771156 0.00081039796405436718 0.00017192718407288643 -0.00010310303779775708 0.00087056336046027196 0.00039387251934786373 0.00074846414399669609 -0.00010461215199545834 2.4418935763483633e-05 0.00076079563851552939 0.0015608327057693274 0.00043941920717429641 -0.00026713211115194079 -0.00015202302691964565 0.00047435000406285575 3.8018656610276751e-05 -0.00078553092185631676 7.2770292480575901e-05 -0.00044919473757486672 0.00073629954346020516 0.001269286937262539
leaf_weight=163495 85630 175 343 8397 1834 4110 35 48 770 327 22 39 25 106 48 27 27 22 23 279 102 1038 28 33 54 31 59 20 32 143 53 1226 770 55 109 45 1293 223 33 31 128 266 1729 148 5377 232 352 155 61 23
leaf_count=163495 85630 175 343 8397 1834 4110 35 48 770 327 22 39 25 106 48 27 27 22 23 279 102 1038 28 33 54 31 59 20 32 143 53 1226 770 55 109 45 1293 223 33 31 128 266 1729 148 5377 232 352 155 61 23
internal_value=0 4.22095e-06 3.78741e-06 -5.98775e-06 -2.82264e-05 -1.51461e-05 1.19687e-05 -1.55781e-05 -1.88303e-05 -0.000105966 -2.58603e-05 -0.00017714 3.22266e-05 9.80092e-05 0.000126079 0.000753739 8.7525e-05 0.000112955 -0.000659875 -0.000192499 3.166e-05 7.69825e-05 0.000936003 0.000212467 -0.000294733 -0.000431287 0.000177303 -0.000247919 0.000281037 -0.000452362 -1.65846e-05 -5.72545e-05 6.58284e-05 -0.000109726 -0.000184879 -9.89033e-05 -1.14621e-05 0.000152183 9.41645e-05 0.000288159 0.00065806 -0.000153682 -0.000119649 2.58453e-05 1.52298e-05 8.43242e-06 -0.000226674 -0.000461951 -0.000114402 4.32629e-05
internal_weight=0 164013 163838 115618 29988 25669 17272 13162 13114 4319 2032 2287 1671 1344 1296 75 1221 1194 48 2248 414 1144 50 312 361 280 81 226 63 163 13079 6678 1996 4682 2653 1883 2029 736 681 382 159 299 1838 6401 6253 6200 800 448 216 5400
internal_count=279631 164013 163838 115618 29988 25669 17272 13162 13114 4319 2032 2287 1671 1344 1296 75 1221 1194 48 2248 414 1144 50 312 361 280 81 226 63 163 13079 6678 1996 4682 2653 1883 2029 736 681 382 159 299 1838 6401 6253 6200 800 448 216 5400
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=51
num_cat=0
split_feature=3 1 1 0 3 0 9 1 10 7 2 10 0 4 14 4 14 14 6 10 6 0 3 0 8 14 0 10 0 3 4 0 0 6 10 10 1 6 10 14 4 1 12 12 13 5 5 13 3 4
split_gain=0.002833 0.0136914 0.0135933 0.00698288 0.00609412 0.00682035 0.010285 0.00838675 0.00698058 0.00655605 0.00791371 0.0119904 0.0150732 0.0114586 0.0137824 0.0108723 0.0106296 0.013865 0.0133943 0.00999213 0.00970373 0.0114551 0.0230544 0.0173115 0.00970416 0.0145998 0.0166724 0.00962476 0.0131876 0.0175356 0.0124061 0.0107114 0.00941317 0.00874222 0.00860556 0.0121486 0.00782697 0.00772784 0.00764912 0.00764612 0.0075857 0.00874816 0.00876322 0.0111623 0.0159114 0.00805782 0.00793723 0.00744442 0.0072413 0.00698977
threshold=11.500000000000002 1379.8125525987941 1390.6758529546753 765.4296869705621 12.500000000000002 486.27124121777877 3.5000000000000004 2207.0293116104267 0.17445652173913045 1.5000000000000002 3.5000000000000004 0.76253132832080206 1020.4796647730221 9.5000000000000018 0.029857397504456332 13.500000000000002 0.6984848484848486 0.17445652173913045 1.5000000000000002 0.059714795008912663 4.5000000000000009 983.43194644661196 33.500000000000007 770.6416952900895 4.5000000000000009 0.087595907928388769 789.71738991915538 0.032795698924731186 887.94124131670708 42.500000000000007 11.500000000000002 876.4685166017922 730.70522058223889 3.5000000000000004 0.33012820512820518 0.52440476190476204 3364.5296915318181 5.5000000000000009 0.23166368515205729 0.96225071225071235 6.5000000000000009 3521.6014656366374 7.5000000000000009 4.5000000000000009 0.36474501108647456 7.5000000000000009 5.5000000000000009 0.22792207792207794 23.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 6 -6 8 -8 10 15 13 37 16 -15 -7 17 20 48 -20 24 22 23 -22 -12 26 32 -16 31 30 -30 33 -26 36 38 -36 -29 -13 -32 -21 -19 45 43 44 -43 -42 -45 -38 -18 -11
right_child=2 3 4 -5 5 9 7 -9 -10 49 11 12 -14 14 27 -17 18 40 19 39 21 -23 -24 -25 25 -27 -28 28 29 -31 34 -33 -34 -35 35 -37 47 -39 -40 -41 41 42 -44 46 -46 -47 -48 -49 -50 -51
leaf_value=-3.6830789180465007e-06 4.973813828848705e-05 -0.00010167132731798399 -3.7082768963453617e-05 -0.0009405141668394209 0.00012115139230507977 1.1017399257485708e-05 -1.9353509879103615e-05 0.00038997999469624062 -0.00032403235438122795 -2.9718676928382491e-05 -2.4235976855977335e-05 -0.00028962901865486364 -0.001325835191357114 -0.0010712336473674938 -0.00030862838668041829 0.00066290793133703127 5.3500419607256914e-06 -0.00016316420972004692 -0.00010035419195619284 0.00080124371264432602 0.00057278997113169056 -0.00055345500318986938 0.0018660056937593395 -0.00059775295829790284 -0.00015417595818243107 0.00067748321918188596 -0.00070959555481462495 0.00022523927610630345 0.00094749278374764217 -0.00081976283637976105 0.00032492577717805818 -0.00094633651169715458 0.0011311029998602141 0.00092029053908349436 0.0013516049486873994 -0.00025022962945513426 -8.7292869652686294e-05 0.00064537323172165388 -0.00090567710728425052 0.00022486035909512829 -1.8024268584861839e-05 0.00034539713948712839 0.00047068338074799005 -0.00035129552984255411 -0.0013331873231800274 0.00063945306440776526 -0.001594763691713469 -0.0011671706110064407 -0.000769908177647488 5.4371117841756623e-06
leaf_weight=76241 14534 3251 10712 25 2620 103863 568 89 281 30692 3781 279 34 22 83 64 162 2833 79 132 119 31 26 43 28 125 57 233 146 22 28 24 29 33 29 20 79 24 23 102 1599 48 24 21 20 48 33 20 37 26215
leaf_count=76241 14534 3251 10712 25 2620 103863 568 89 281 30692 3781 279 34 22 83 64 162 2833 79 132 119 31 26 43 28 125 57 233 146 22 28 24 29 33 29 20 79 24 23 102 1599 48 24 21 20 48 33 20 37 26215
internal_value=0 -7.9838e-06 3.17243e-06 -0.000108073 -4.74438e-07 1.7681e-06 7.02864e-05 -7.17886e-05 -0.000120195 3.45021e-07 7.24367e-06 -3.41761e-05 -0.000327584 -2.44238e-05 0.000162039 1.14188e-05 -3.95763e-05 -5.23699e-05 0.000181938 0.000385853 1.29523e-05 0.000337067 0.000483908 0.00026209 -4.70465e-06 0.000304282 -0.000104929 0.000198704 0.000262796 0.000532681 0.000653631 7.68604e-05 0.000499738 0.000144139 0.000224593 0.000697795 6.69916e-05 -0.000215569 -0.000230052 0.00055 -0.000112227 -3.17455e-05 -0.00040269 -0.000574501 -0.000148304 1.13718e-06 -0.00111119 -0.00030545 -0.000138793 -1.35237e-05
internal_weight=0 79517 200114 3276 185580 174868 3558 938 849 171310 114403 10476 337 10139 762 103927 9377 8865 512 313 4239 219 188 162 4020 239 114 740 657 268 246 389 57 365 100 49 332 303 51 234 4626 1793 146 122 68 1647 54 99 199 56907
internal_count=279631 79517 200114 3276 185580 174868 3558 938 849 171310 114403 10476 337 10139 762 103927 9377 8865 512 313 4239 219 188 162 4020 239 114 740 657 268 246 389 57 365 100 49 332 303 51 234 4626 1793 146 122 68 1647 54 99 199 56907
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=51
num_cat=0
split_feature=3 1 1 9 1 13 0 3 13 14 8 6 10 10 1 3 0 1 3 5 1 0 3 13 7 14 0 8 14 10 0 6 0 1 3 10 7 14 9 1 14 13 5 3 4 5 13 5 14 14
split_gain=0.00285708 0.0175542 0.0132555 0.010591 0.00654457 0.00666691 0.00651526 0.00648764 0.0077626 0.00636519 0.00629235 0.00622064 0.00648325 0.0062306 0.00745729 0.00602321 0.0102764 0.00726782 0.0114244 0.0101019 0.0100687 0.00926629 0.0085594 0.0109545 0.00900837 0.00924406 0.00836901 0.00923249 0.00960111 0.00829065 0.00807328 0.00785887 0.00777027 0.0073879 0.0137505 0.008691 0.012604 0.0132433 0.013558 0.0184109 0.0128181 0.0096722 0.0167058 0.0112235 0.0112192 0.0139728 0.010332 0.00965253 0.00878087 0.0085373
threshold=15.500000000000002 1834.9472229483665 1820.9047752929355 2.5000000000000004 1751.7923478005653 0.12060606060606062 899.47091450355208 17.500000000000004 0.24695121951219515 0.55086206896551737 1.5000000000000002 1.0000000180025095e-35 0.65450928381962881 0.05634920634920635 1799.7773659418742 17.500000000000004 1007.5118299007487 2118.0588098971061 19.500000000000004 5.5000000000000009 2217.1926524768464 555.79974291387714 18.500000000000004 0.79772727272727284 2.5000000000000004 0.32200460829493094 570.24145417226862 1.0000000180025095e-35 0.83602150537634423 0.34891304347826091 541.78311006701699 2.5000000000000004 509.37451214308106 2438.1594628963853 21.500000000000004 0.18834459459459463 1.5000000000000002 0.75337837837837851 2.5000000000000004 2157.1361945500553 0.85912698412698429 0.040408163265306128 3.5000000000000004 20.500000000000004 3.5000000000000004 2.5000000000000004 0.16472868217054268 4.5000000000000009 0.28062500000000007 0.65108695652173931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 11 8 -7 10 -8 -6 13 14 -13 16 -4 19 20 22 -19 29 24 31 25 -17 -22 28 -28 30 -20 32 -24 35 -35 36 37 38 41 -40 -39 42 -23 -43 46 48 -45 -42 -46 -37
right_child=2 -3 15 4 6 7 9 -9 -10 -11 -12 12 -14 -15 -16 17 -18 18 21 -21 26 33 23 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 34 -36 49 -38 40 39 -41 47 43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=-2.2899635994826647e-06 3.5631572961296665e-05 -0.00013424154549189179 -1.4074844990931961e-05 0.00065785992346018951 -0.00011204573469126688 -0.00013893249847670732 0.00052451183352137125 0.0011073043954093009 0.0002972901901241383 0.0011640030677275111 -0.00032184274550672853 0.00011562089776998618 -0.00055851012528423342 0.00027268928490293989 -0.00070720548714067082 -8.2005651751943503e-06 -0.00014655643421073193 -1.0221446218670537e-05 0.00011677845621043928 -5.3237646421664093e-05 0.00012237164677036234 0.0012284830184567169 -0.00050977268119287839 0.00028599810311683292 -0.00012133412303920563 0.00010396871333365631 -2.2975218227107991e-05 -0.00020229193429969832 -0.0011261824751272798 -0.00011404662074757 0.00053990222754559335 -5.4139596916017203e-05 0.00011123168971901302 -0.00011393284915585341 8.475352893598928e-07 6.5426179610928391e-05 -0.00012098628799854794 0.0011626811511131546 -0.0013087140598023932 -5.6410411966341381e-05 -0.00037074111984111371 -7.9476824908752616e-05 -1.5235205905305016e-05 5.5366189158319133e-05 0.00022229173191590235 5.2845882168665685e-05 0.0013853291686973534 0.00059458094460080517 0.0015152129845428762 -5.0982134904373162e-05
leaf_weight=155694 10789 2562 18572 104 372 135 70 20 417 24 32 100 31 454 38 4398 1589 5942 249 2722 343 54 51 688 996 3154 1418 2130 20 156 206 976 4089 2793 39671 12270 2048 49 30 1353 45 421 54 23 24 318 40 61 29 1807
leaf_count=155694 10789 2562 18572 104 372 135 70 20 417 24 32 100 31 454 38 4398 1589 5942 249 2722 343 54 51 688 996 3154 1418 2130 20 156 206 976 4089 2793 39671 12270 2048 49 30 1353 45 421 54 23 24 318 40 61 29 1807
internal_value=0 -4.42612e-06 5.77104e-06 5.43504e-05 0.000166736 0.000289612 9.26381e-05 0.000222658 0.000190605 0.000431372 0.000258989 4.97431e-05 0.000146349 0.000183259 -0.000110954 1.50809e-07 -2.45165e-05 5.76209e-06 -1.2321e-06 3.50734e-05 -5.12277e-05 6.75168e-06 5.18225e-05 9.86827e-05 2.0005e-05 3.86456e-05 -0.000113529 -0.000136206 -3.83189e-05 0.000200502 0.000308347 7.34925e-05 0.000103582 4.81386e-06 -6.70196e-06 3.10679e-05 -2.90138e-05 4.62999e-05 1.67258e-05 -8.35754e-05 0.000493919 0.000160772 0.000606624 0.000104454 0.000282875 0.000178116 0.000899787 0.000184774 0.000929739 5.04834e-05
internal_weight=0 158256 121375 12586 1797 676 1121 572 552 126 102 995 623 592 138 108789 20161 88628 71554 17074 9853 61701 14352 5804 8548 7552 3911 3568 1438 611 455 5116 4140 61090 42464 18626 4549 2501 2346 1383 155 963 108 855 434 371 63 106 53 14077
internal_count=279631 158256 121375 12586 1797 676 1121 572 552 126 102 995 623 592 138 108789 20161 88628 71554 17074 9853 61701 14352 5804 8548 7552 3911 3568 1438 611 455 5116 4140 61090 42464 18626 4549 2501 2346 1383 155 963 108 855 434 371 63 106 53 14077
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=51
num_cat=0
split_feature=7 3 1 5 1 13 14 6 10 10 0 5 14 10 12 14 4 9 1 0 10 4 1 1 14 8 13 3 1 4 10 8 10 5 12 5 3 14 10 13 10 13 12 13 0 0 10 10 1 10
split_gain=0.00292455 0.00428206 0.0142842 0.0119515 0.010655 0.00669121 0.0065769 0.00626186 0.0163039 0.00587799 0.00810398 0.00738153 0.0144398 0.0140208 0.0110636 0.0112576 0.014806 0.0109664 0.0101948 0.0162067 0.0113665 0.00996012 0.0088325 0.00852247 0.00881562 0.011538 0.00888169 0.00847991 0.0193392 0.0114938 0.0181904 0.0191802 0.0128402 0.0105323 0.0104233 0.00970706 0.0170632 0.00917599 0.0127555 0.0111394 0.0120861 0.0101548 0.0100188 0.00878764 0.00860935 0.00845896 0.0105061 0.030672 0.0189137 0.0149974
threshold=1.0000000180025095e-35 16.500000000000004 1925.0712920527774 1.5000000000000002 2027.995243810725 0.55718954248366026 0.77032967032967048 4.5000000000000009 0.64400921658986188 0.96490147783251246 1040.0256050067871 4.5000000000000009 0.73798627002288331 0.95293466223698797 9.5000000000000018 0.56330128205128216 4.5000000000000009 2.5000000000000004 2080.9167792779376 716.99365021246228 0.30151515151515157 4.5000000000000009 2469.2009762718558 2692.3630167879473 0.73798627002288331 2.5000000000000004 0.17752100840336138 24.500000000000004 2969.5094685919271 5.5000000000000009 0.19756097560975613 2.5000000000000004 0.19139194139194141 1.5000000000000002 8.5000000000000018 2.5000000000000004 25.500000000000004 0.42640692640692646 0.41277890466531447 0.037749287749287756 0.36899313501144165 0.074537037037037054 6.5000000000000009 0.46049896049896061 1007.5118299007487 1033.4556649327824 0.92450142450142458 0.84731934731934744 2715.3598764542044 0.47673160173160178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -3 -8 -9 11 -11 12 27 18 15 45 17 -17 -14 20 22 -21 -20 -18 25 -25 -27 34 43 30 31 -30 33 -31 -6 36 -34 39 -39 40 -37 -41 -43 -29 -32 46 47 49 -49 -13
right_child=-2 4 3 -5 9 -7 7 8 -10 10 -12 14 13 -15 -16 16 23 -19 19 21 -22 -23 -24 24 -26 26 -28 28 29 32 44 -33 35 -35 -36 37 -38 38 -40 41 -42 42 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=3.8770601952560837e-06 -4.5786891492668444e-06 7.0666769603580995e-05 -1.7210058946435118e-06 -0.00027043372743637675 2.319346508290409e-05 -0.00032288917558855518 0.0001954267008151029 0.0016547092391798895 1.9414719333456432e-05 0.00093010386059942998 0.00012731195574315781 -5.529691780588518e-05 -0.00063063586804878004 -0.0013704303742852063 0.00085449038892607761 -0.00036998888270282958 0.00037916584790434986 0.00035058584577635769 0.0010283420606160339 -0.00084694349642287022 -0.00021908943249945878 -0.00013548844019820581 -7.753387888078578e-05 0.001151466866784696 -0.00039564289042975237 -0.00073386324069428229 0.00058808817819529702 0.000508745473450019 -0.00043396741657859969 -0.00036516452011246077 0.00061055972883795309 -0.0022713843340170571 -0.00045526385455977523 0.00043530571442674165 -0.00045888896270982707 -0.0014798545776797897 0.00042396227505998494 0.0012982892886308642 -0.00033186088279156447 0.00049807766136884888 -0.00029257241764972947 -0.00038700719181248975 0.00043580195403289211 -0.00027077745573478751 -0.0004320518846523353 1.3407842420321003e-05 -0.00035966650186437197 0.00030931622555644111 0.0017288059621932918 -0.00033505147732514767
leaf_weight=94645 155195 4286 1425 846 14478 183 448 27 35 38 182 1769 98 25 34 206 417 71 65 58 50 324 25 28 86 27 24 376 49 47 44 20 74 327 113 34 217 24 24 57 58 208 45 40 36 1536 430 88 32 657
leaf_count=94645 155195 4286 1425 846 14478 183 448 27 35 38 182 1769 98 25 34 206 417 71 65 58 50 324 25 28 86 27 24 376 49 47 44 20 74 327 113 34 217 24 24 57 58 208 45 40 36 1536 430 88 32 657
internal_value=0 5.71048e-06 7.89053e-07 -0.000118308 2.3191e-05 -3.82719e-05 9.08644e-05 0.000260604 0.000731559 8.79232e-06 0.000265976 6.25747e-06 2.25105e-05 -0.000209511 -4.46097e-05 -5.03012e-05 0.000115601 -0.000185293 -0.0001627 -7.48497e-05 0.000385353 -0.00024351 0.000721154 0.000258811 -4.536e-05 0.000335961 -0.000111768 3.17081e-05 0.000138085 4.07636e-05 -0.000371687 -0.000966552 9.58803e-05 0.000334712 1.946e-05 -2.46635e-05 0.000200379 -0.000170191 0.000483214 -0.00024821 -0.000731351 -0.000104826 -0.000240658 0.000433791 0.000141385 -8.1886e-05 -0.00013107 -9.24617e-05 0.000687847 -0.000131059
internal_weight=0 124436 97099 2454 27337 1608 4796 510 62 22541 220 22321 16916 645 5405 5371 859 277 620 522 140 382 90 582 165 79 51 16271 1680 1264 149 69 1115 374 14591 741 291 450 48 402 92 310 253 416 80 4512 2976 2546 120 2426
internal_count=279631 124436 97099 2454 27337 1608 4796 510 62 22541 220 22321 16916 645 5405 5371 859 277 620 522 140 382 90 582 165 79 51 16271 1680 1264 149 69 1115 374 14591 741 291 450 48 402 92 310 253 416 80 4512 2976 2546 120 2426
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=51
num_cat=0
split_feature=8 3 14 9 3 0 3 10 3 13 13 10 1 14 6 3 5 1 14 13 13 13 14 14 10 7 13 13 13 13 10 7 10 12 10 0 13 8 14 10 12 14 0 1 13 10 9 7 6 4
split_gain=0.00279589 0.00456294 0.00670634 0.00913447 0.00658937 0.00662735 0.00579313 0.00690534 0.00579889 0.00933444 0.0147012 0.00987369 0.00555197 0.0175485 0.0187934 0.0127018 0.0325506 0.0119328 0.0120385 0.0116569 0.0128297 0.0107996 0.0107693 0.0138405 0.00973768 0.00956726 0.0102772 0.00951207 0.00925889 0.00878357 0.00874113 0.008344 0.0074899 0.00746925 0.0146795 0.00655063 0.00637844 0.00693726 0.00638019 0.00587094 0.00563455 0.0131762 0.00721839 0.00941718 0.00710647 0.00861356 0.011242 0.00949641 0.00753066 0.00591359
threshold=1.5000000000000002 39.500000000000007 0.11834733893557424 2.5000000000000004 42.500000000000007 1187.5997340955021 38.500000000000007 0.27842377260981915 36.500000000000007 0.28708791208791212 0.13100686498855837 0.49418604651162795 3906.2051313837133 0.32200460829493094 1.0000000180025095e-35 33.500000000000007 4.5000000000000009 3616.7164640063575 0.42206477732793529 1.0000000180025095e-35 0.11583184257602865 0.11583184257602865 0.05634920634920635 0.17445652173913045 0.1126984126984127 2.5000000000000004 0.33712121212121215 0.080540540540540564 0.14142857142857146 0.05634920634920635 0.35805860805860812 3.5000000000000004 0.33012820512820518 8.5000000000000018 0.35388994307400384 1321.1033005038273 0.18677325581395351 1.0000000180025095e-35 0.16064516129032261 0.43614130434782611 8.5000000000000018 0.267479674796748 809.90619584897706 3134.7261784906077 0.036375661375661381 0.30860805860805868 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 8 -8 12 10 11 -10 15 14 -14 17 19 40 25 -17 31 22 -16 27 -22 26 33 -24 29 -18 -26 -21 -27 36 -35 -23 37 39 -39 -19 -1 42 43 -42 49 47 -47 -46 -49 -44
right_child=-2 2 4 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 21 16 28 18 -20 20 24 35 23 -25 30 32 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 38 -40 -41 41 -43 44 -45 45 46 -48 48 -50 -51
leaf_value=3.7281371046493112e-06 -7.5827960821467303e-06 0.00057148120620033967 0.0014302526133438474 -0.00077961562522526446 0.00013859879017170322 0.00023855380582972431 -0.0012130393780223261 -0.00011880223050273186 0.00018304479337053099 0.0013180540630128236 -0.00057562192984429814 0.0013314738768342607 0.0012169951981680547 -0.0014990238375030458 0.00028061560878995807 0.0018189825457132732 0.00015889141676862811 -0.00044729378899898038 0.00065810932433270223 -0.00047170804914898213 0.0019374283341913605 0.00060341170850733764 -0.0022546299517853187 0.00011582009902624471 9.5902310983676992e-05 -0.00046520691992352821 0.00056924488607739267 -0.00081596518823601042 0.00022153549763038983 -0.00084807230755575892 0.0013690684510108372 0.0006272798917518977 -0.0015789011738469036 0.0010261337276606356 -0.0007912518328521402 -0.00048711596034644618 -0.0010971823513197402 -0.00025141244536385903 -0.0010335384756844077 0.00067263747347169568 -8.5326120328239129e-05 0.00090414382804218413 -0.0001534150016462862 0.0010035622719442472 -0.0010380501870546437 -0.00017482130798579041 0.00079571298287751588 -0.00074712665371972156 0.0003056702708041795 -0.0008951179838802021
leaf_weight=193042 84729 22 28 29 57 20 21 46 61 20 45 27 24 25 24 24 33 22 31 31 23 40 20 21 28 36 34 27 82 63 26 39 26 25 20 21 36 62 45 25 115 28 41 24 49 127 39 29 41 78
leaf_count=193042 84729 22 28 29 57 20 21 46 61 20 45 27 24 25 24 24 33 22 31 31 23 40 20 21 28 36 34 27 82 63 26 39 26 25 20 21 36 62 45 25 115 28 41 24 49 127 39 29 41 78
internal_value=0 3.29644e-06 0.000273603 -0.00019679 0.000502079 0.000933711 3.07991e-06 -0.000461772 3.23989e-06 0.000310939 0.000159493 0.000535404 2.99788e-06 -0.000258997 -8.38517e-05 3.27022e-06 0.00030464 2.728e-06 -0.000284074 0.000797301 0.000630496 -0.000287906 -0.000629964 -0.000951345 0.00107587 -0.000372315 -0.000243261 -0.00142816 -0.000168647 -0.000501929 0.000708908 0.000140585 -0.00093224 -0.000360815 0.000218407 0.000227984 -0.000497999 -0.000357931 -0.000580344 0.000148414 3.26424e-06 -0.00015357 -0.000208111 0.000102683 -0.000315043 -0.000179537 5.31958e-05 -0.00050419 -0.000130488 -0.000639573
internal_weight=0 194902 156 51 105 48 194746 67 194679 153 133 88 194526 202 177 194324 349 193975 362 171 147 153 92 68 77 331 269 47 178 96 54 70 62 235 45 61 190 154 107 47 193613 571 543 139 404 285 166 119 70 119
internal_count=279631 194902 156 51 105 48 194746 67 194679 153 133 88 194526 202 177 194324 349 193975 362 171 147 153 92 68 77 331 269 47 178 96 54 70 62 235 45 61 190 154 107 47 193613 571 543 139 404 285 166 119 70 119
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=51
num_cat=0
split_feature=7 5 0 12 13 0 0 14 5 6 14 14 0 0 9 10 10 10 12 1 6 0 1 5 14 14 0 14 13 10 10 8 7 0 3 0 0 10 3 13 6 6 3 5 0 6 8 0 0 0
split_gain=0.00280603 0.00497806 0.0134097 0.0092516 0.0123766 0.0113661 0.00785342 0.0103007 0.00804368 0.00754844 0.00783094 0.0148121 0.0100784 0.00819291 0.00685349 0.00640918 0.0216964 0.020161 0.0142555 0.0202709 0.0117961 0.0151048 0.00994124 0.00978735 0.00948778 0.0117755 0.00923295 0.00804919 0.00766997 0.00634923 0.0180446 0.0114057 0.00623759 0.00799993 0.00597958 0.00741382 0.0110184 0.0164154 0.0207334 0.0130152 0.0121086 0.0212452 0.0154395 0.0107187 0.00962662 0.0088457 0.00816277 0.0128117 0.0138908 0.016542
threshold=3.5000000000000004 5.5000000000000009 1040.0256050067871 7.5000000000000009 0.12060606060606062 1203.0768547389173 1061.8284994139024 0.60263157894736852 7.5000000000000009 1.0000000180025095e-35 0.18274582560296851 0.091966173361522213 895.46853471908219 858.45016876509555 1.5000000000000002 0.71611721611721624 0.40238095238095245 0.81934731934731941 4.5000000000000009 3438.6371619929478 1.5000000000000002 1086.8692189335923 2763.170641305167 10.500000000000002 0.28062500000000007 0.30495169082125612 1242.5784396434321 0.087595907928388769 0.11237373737373739 0.967204301075269 0.96824596774193561 3.5000000000000004 5.5000000000000009 795.06662848518874 39.500000000000007 952.21519948873902 995.44446815408207 0.68237250554323736 27.500000000000004 0.18065268065268067 2.5000000000000004 1.5000000000000002 29.500000000000004 7.5000000000000009 942.80558483579864 6.5000000000000009 2.5000000000000004 876.4685166017922 851.91169544844706 818.89450838190703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 6 5 -5 7 8 -4 10 11 -3 -13 32 -15 16 20 -17 22 -20 -8 -22 -18 -24 26 -26 -19 -23 -29 34 -31 -32 33 -12 35 44 40 39 -39 -38 41 43 -43 -37 45 46 47 48 49 -11
right_child=1 2 3 4 -6 -7 15 -9 -10 29 13 12 -14 14 -16 17 18 24 19 -21 21 27 23 -25 25 -27 -28 28 -30 30 31 -33 -34 -35 -36 36 37 38 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=1.0536873505798388e-06 -4.3745576813866821e-05 3.1537711677118773e-05 -0.00039199638594800492 0.0014993363233640725 -0.00061921032003896389 0.00020486482968662195 -0.00070958932977061657 0.00044769301118018729 -0.0013977567555919065 5.5811096444813303e-06 0.00031157553407452232 0.00060376700619235637 0.0020235127375635787 -0.00086976206886382507 0.00015554052452222469 -0.0014132927521131934 0.0011220129245581726 -0.00055369158399925155 0.0023940364550799134 0.00049940136571725207 0.00095551451702383073 0.0003861571227118591 -0.00043354498750034962 0.00067646605492537395 0.0012210244351687531 -7.0330677670505477e-06 -3.8298153886206002e-05 5.804426156886159e-05 -0.00066463164876040537 0.0014391035343578552 0.00063389578976461459 -0.00063368378556333488 -0.00022680383087296427 0.0013201919380143019 0.00046259331873044158 -0.00016548082555433916 -0.0012295394272839007 -0.00023111563334370861 0.0016502543847309427 0.00014503751447716471 -0.00086359530760928048 -0.00042953723944568384 0.0013047345194288275 -0.0015900816606438679 0.00085795853161611249 0.00079671302351366302 -8.0323489984726929e-05 0.00074590485617946622 -0.00083716767748180589 0.0010938946074540061
leaf_weight=267780 8597 41 50 28 23 43 84 21 33 207 66 25 25 28 39 32 21 180 20 48 34 47 63 29 21 277 168 63 88 32 36 35 29 28 82 31 26 27 32 51 87 21 33 23 39 39 632 87 38 42
leaf_count=267780 8597 41 50 28 23 43 84 21 33 207 66 25 25 28 39 32 21 180 20 48 34 47 63 29 21 277 168 63 88 32 36 35 29 28 82 31 26 27 32 51 87 21 33 23 39 39 632 87 38 42
internal_value=0 -2.38087e-05 2.88643e-05 -8.99396e-05 0.000388817 0.000715361 -0.000125126 -0.000541579 -0.000791877 0.000115583 0.00035459 0.000735989 0.00131364 0.00017192 -0.000272944 -8.82652e-05 4.81268e-05 -0.000188246 0.000484632 0.00105665 -0.000201897 -1.80772e-05 0.000140411 -8.36502e-05 -0.000127562 7.95079e-05 -0.000304881 -0.00018526 -0.000363118 7.36072e-05 0.000453326 9.03262e-06 0.000414244 0.000612014 4.74809e-05 2.34249e-05 -0.000183691 0.000161742 0.000789288 -0.000319105 -0.000424608 -7.09799e-05 0.000630296 -0.000772255 8.66679e-05 5.78828e-05 2.92403e-05 0.000214386 5.3263e-05 0.000189152
internal_weight=0 11851 3254 1373 94 71 1279 104 83 1881 281 91 50 190 67 1175 497 678 181 68 316 232 113 92 646 298 348 198 151 1600 103 71 123 94 1497 1415 331 136 59 77 195 108 54 54 1084 1045 1006 374 287 249
internal_count=279631 11851 3254 1373 94 71 1279 104 83 1881 281 91 50 190 67 1175 497 678 181 68 316 232 113 92 646 298 348 198 151 1600 103 71 123 94 1497 1415 331 136 59 77 195 108 54 54 1084 1045 1006 374 287 249
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 0 5 7 3 14 0 0 4 0 0 1 7 3 1 1 9 4 3 0 8 1 3 14 3 0 5 13 0 6 1 1 0 4 10 0 10 5 4 1 3 6 0 10 3 14
split_gain=0.00274015 0.0146993 0.00987598 0.00569193 0.0139252 0.0100122 0.00932678 0.00716819 0.00677366 0.00669147 0.0068576 0.00606539 0.00587471 0.00760806 0.00722226 0.00587296 0.00580718 0.00699409 0.0125168 0.01174 0.00974717 0.00898591 0.00805714 0.0136766 0.00755661 0.00751646 0.00702946 0.00686969 0.00667659 0.011155 0.00922203 0.00914058 0.0113117 0.0133692 0.00777058 0.00708712 0.00633459 0.00605585 0.00559007 0.00574769 0.00557091 0.00666381 0.00587121 0.00546992 0.0161272 0.00876416 0.010465 0.00915395 0.00937328 0.0112988
threshold=10.500000000000002 1279.6256317960454 1268.6169496378952 12.500000000000002 1425.6699877693743 698.85635485371711 1.5000000000000002 1.0000000180025095e-35 11.500000000000002 0.27178030303030304 658.36447093627214 1289.0088005912796 3.5000000000000004 723.83857631838703 716.99365021246228 1390.6758529546753 1.0000000180025095e-35 15.500000000000002 1697.8650502057942 1820.9047752929355 2.5000000000000004 2.5000000000000004 17.500000000000004 961.9848145785071 4.5000000000000009 1751.7923478005653 16.500000000000004 0.053342816500711245 13.500000000000002 803.94840676866716 2.5000000000000004 0.069366479550922219 543.804065378107 1.5000000000000002 1583.7260454252853 1516.8004305328152 848.41687930959222 5.5000000000000009 0.81322674418604668 447.70857959119701 0.23166368515205729 1.5000000000000002 6.5000000000000009 2109.0364771460559 19.500000000000004 1.5000000000000002 916.44505744395212 0.89564428312159727 18.500000000000004 0.74596774193548399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 11 9 7 -7 12 -4 38 -5 14 -14 -8 -9 -6 18 24 20 27 -20 23 -21 28 -22 -25 -19 29 30 35 32 33 -30 -33 37 -34 -18 -11 -40 41 42 -28 45 -45 47 -47 48 -24 -50
right_child=2 -3 3 4 16 6 8 15 -10 10 -12 -13 13 -15 -16 -17 17 19 21 22 25 -23 43 26 -26 -27 40 -29 31 -31 -32 34 36 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 44 -46 46 -48 -49 49 -51
leaf_value=-4.5976235811409375e-06 4.6562787446298243e-05 -0.00013447677339928956 3.6373414765513431e-05 8.4057653302515884e-05 1.3563083627638194e-05 -1.3623271180521586e-06 -0.00051669452188755666 -0.00095423968034862949 -0.00013348024078531305 -2.2817366687018787e-05 2.0796621160906276e-05 -0.00057616801766146512 -0.00045871256399550477 -0.0015932707948112777 0.00055057332229689171 -0.00011277643379845827 1.2548221841637653e-05 0.00077434961534773687 -0.00032322752886545115 -1.9639894679452329e-05 0.00030680283499549387 -7.931976453962176e-05 4.2520770993025092e-05 -0.00036740419712259613 -0.000361500864632974 7.6542805777640033e-05 0.00037470303774758543 2.8717977215025902e-05 0.00021290624590588871 -0.00035130618342533375 -0.00020365970089253829 3.4867323036461923e-05 4.2377204379697923e-05 0.00099060427070499463 -4.6075380362510906e-05 -8.3256536730719525e-05 0.00080010625907951704 0.00026161809701968599 -0.00033561827613851503 -8.4174989999832842e-05 -0.00017228876789586171 -0.00021634869449785169 -0.00030905687405417365 -8.8490648423119236e-05 2.7762695816520397e-06 -0.00010518456185482083 4.7778418935541628e-05 -1.0659467308236596e-05 0.00012825105941469673 0.00043681886220916312
leaf_weight=55802 12044 2267 7377 5709 59382 4311 51 21 1995 6846 5967 35 45 22 23 1650 2957 31 411 8456 599 4649 3158 360 153 868 161 8765 295 295 728 5729 1849 68 6146 2203 28 266 249 2605 1188 132 39 5376 48576 2177 2299 2971 1947 350
leaf_count=55802 12044 2267 7377 5709 59382 4311 51 21 1995 6846 5967 35 45 22 23 1650 2957 31 411 8456 599 4649 3158 360 153 868 161 8765 295 295 728 5729 1849 68 6146 2203 28 266 249 2605 1188 132 39 5376 48576 2177 2299 2971 1947 350
internal_value=0 -9.66807e-06 2.5339e-06 2.92674e-09 3.44768e-06 -1.97131e-05 -6.74635e-05 -3.54385e-05 -0.000157151 -2.89153e-06 -2.13799e-05 8.00347e-05 -0.000492073 -0.000831254 -0.000184976 -0.000123351 8.99096e-07 -5.74237e-06 -2.86313e-05 1.00421e-06 5.12454e-05 -9.91312e-05 -5.67574e-06 -4.67592e-05 -1.14121e-05 0.000170562 -0.000168739 3.13458e-05 -8.80742e-06 -5.09565e-05 -3.65588e-05 1.04501e-05 0.000103092 0.000358591 -7.02521e-06 -1.41391e-05 5.36806e-05 3.31044e-05 -4.7325e-05 -0.000106112 -0.000121686 5.93854e-05 0.00024137 6.75994e-07 -6.31794e-06 2.99224e-05 -2.66185e-05 5.99576e-05 9.84183e-05 0.000175268
internal_weight=0 58069 221562 209518 178356 31162 8118 5982 2136 23044 15667 5744 141 67 74 1671 172612 113230 25777 87453 10263 5060 77190 10336 20717 1467 1880 8796 20564 6449 6154 14115 2240 363 11875 5426 1877 3223 9700 2854 1520 332 200 66854 53952 12902 4476 8426 5455 2297
internal_count=279631 58069 221562 209518 178356 31162 8118 5982 2136 23044 15667 5744 141 67 74 1671 172612 113230 25777 87453 10263 5060 77190 10336 20717 1467 1880 8796 20564 6449 6154 14115 2240 363 11875 5426 1877 3223 9700 2854 1520 332 200 66854 53952 12902 4476 8426 5455 2297
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=51
num_cat=0
split_feature=7 3 1 13 6 7 12 10 6 13 14 4 4 12 13 13 9 14 9 0 0 14 12 14 8 1 12 13 10 4 2 14 14 5 12 13 0 0 14 10 13 13 9 12 10 10 1 2 6 5
split_gain=0.0028831 0.0086838 0.0113576 0.0132126 0.0122903 0.0116568 0.0137421 0.0156612 0.0104315 0.0192498 0.0258136 0.0228091 0.0186405 0.015637 0.0117341 0.0186202 0.0171157 0.0131546 0.0209753 0.011355 0.0215358 0.0110564 0.0108888 0.0103165 0.0146775 0.020296 0.0139268 0.00997571 0.010148 0.00954786 0.0109763 0.0137697 0.0133366 0.011776 0.00954364 0.00866443 0.0141412 0.0145366 0.00862935 0.0131464 0.0123392 0.0235721 0.00852417 0.0118293 0.0103102 0.0158802 0.0129672 0.0137628 0.0231784 0.0142529
threshold=2.5000000000000004 28.500000000000004 2936.4214567341296 0.033908045977011504 3.5000000000000004 4.5000000000000009 4.5000000000000009 0.96362433862433872 2.5000000000000004 1.0000000180025095e-35 0.11583184257602865 9.5000000000000018 10.500000000000002 3.5000000000000004 0.13100686498855837 0.16064516129032261 2.5000000000000004 0.029857397504456332 2.5000000000000004 865.45763568221207 989.51400485044212 0.27178030303030304 10.500000000000002 0.070598006644518277 2.5000000000000004 3906.2051313837133 7.5000000000000009 0.267479674796748 0.067816091954023008 10.500000000000002 3.5000000000000004 0.096006144393241177 0.12632978723404256 5.5000000000000009 9.5000000000000018 0.69337606837606847 1104.0542682349771 989.51400485044212 0.029857397504456332 0.47140522875816998 0.091966173361522213 0.067424242424242428 2.5000000000000004 5.5000000000000009 0.67054263565891481 0.87689393939393956 2790.319728588885 2.5000000000000004 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 42 -4 5 6 7 27 9 10 19 13 -13 -12 17 16 -16 18 -10 -3 -21 -15 23 24 25 26 -11 28 -5 34 32 -32 -31 -33 -19 -25 37 -37 39 -26 41 -40 43 44 -2 -46 47 -47 49 -49
right_child=1 8 3 4 -6 -7 -8 -9 14 22 11 12 -14 21 15 -17 -18 29 -20 20 -22 -23 -24 35 38 -27 -28 -29 -30 30 31 33 -34 -35 -36 36 -38 -39 40 -41 -42 -43 -44 -45 45 46 -48 48 -50 -51
leaf_value=1.7088921723147043e-06 -8.2659347625296668e-05 0.00019724571611732245 -0.00078612805198059797 -0.0013145683474828152 0.00052710136014866293 0.00061697826833031816 4.470462732986166e-05 0.000496524414959574 7.559947964084033e-05 -0.00029425888811494914 -0.00044447758199465986 -0.0013779533598631717 0.00014008904288944211 0.00037078893904382473 -0.00011193447264611371 -6.2814313584163504e-05 -0.0011627843374205837 8.5424852171619336e-05 0.0019984050724736377 -0.0021885895603818112 -0.0005870419227712295 0.001418408199242549 -0.00075139593523503717 0.00019074024592278822 0.0017718563992751854 -0.0015461980629158367 0.00084319606359067921 -0.00024194921910615139 -0.00053265250522416697 0.00090719849667361674 -0.0018260416486078784 0.00025851962375728521 -0.00046711678381742362 -0.0012260905308225617 0.0010763409698920441 0.00049452421260953304 -0.00035172505940863632 0.0020173297636210917 -4.0754056970353046e-05 0.00017154724822224428 -0.00016609594642369335 0.0020370436671544754 3.6095436865854878e-05 -0.00027626349788854946 0.00014196698593855797 -4.7196757038793246e-05 -0.00038246076213690686 -7.6540209028368178e-05 -0.00060256692561849311 0.00027106363894896138
leaf_weight=251174 6089 23 87 55 64 42 271 44 37 204 36 39 42 68 77 1382 78 866 23 29 76 40 33 1984 21 29 31 205 169 31 21 34 41 22 25 42 24 25 39 33 145 21 4968 507 1642 6905 250 415 104 1019
leaf_count=251174 6089 23 87 55 64 42 271 44 37 204 36 39 42 68 77 1382 78 866 23 29 76 40 33 1984 21 29 31 205 169 31 21 34 41 22 25 42 24 25 39 33 145 21 4968 507 1642 6905 250 415 104 1019
internal_value=0 -1.50834e-05 -2.87868e-05 -0.000199256 -0.000139188 -0.00019344 -0.00023919 -0.000401844 4.05881e-05 0.000104619 -0.000242083 8.04104e-05 -0.00059082 0.000457978 -3.18689e-05 -0.000121097 -0.000640749 9.28065e-05 0.000812675 -0.000808966 -0.00102937 0.000758796 0.000151136 0.0001626 -3.58601e-05 -0.000298218 -0.000144212 -0.000493984 -0.000724641 5.12756e-05 -0.000319194 -0.000734171 0.000124602 -0.00032472 0.000113228 0.000212622 0.000689691 0.00106274 0.000231562 0.00079389 8.34371e-05 0.000686475 -2.14929e-05 -3.83908e-05 -3.10478e-05 -6.40184e-07 -2.75769e-05 -1.70687e-05 0.000118194 0.000170467
internal_weight=0 28457 22836 937 850 786 744 473 5621 2984 353 225 81 144 2637 1537 155 1100 60 128 105 108 2631 2598 523 264 235 429 224 1040 149 77 72 56 891 2075 91 67 259 54 205 60 21899 16931 16424 10335 8693 8443 1538 1434
internal_count=279631 28457 22836 937 850 786 744 473 5621 2984 353 225 81 144 2637 1537 155 1100 60 128 105 108 2631 2598 523 264 235 429 224 1040 149 77 72 56 891 2075 91 67 259 54 205 60 21899 16931 16424 10335 8693 8443 1538 1434
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=51
num_cat=0
split_feature=8 12 13 4 2 14 5 3 3 14 9 14 10 13 0 10 0 3 3 10 0 7 10 10 0 1 5 10 14 14 10 9 0 13 6 10 12 1 0 1 12 10 5 1 13 10 0 1 3 5
split_gain=0.00288879 0.00390731 0.00466036 0.00611524 0.00883674 0.00850332 0.00781313 0.00863927 0.00747501 0.00704653 0.00750226 0.00704247 0.00689722 0.0116181 0.00805197 0.00641186 0.00754913 0.00715396 0.013128 0.00766239 0.0148969 0.00762978 0.0100612 0.00964385 0.00740133 0.00801166 0.00664873 0.00633936 0.00596796 0.00733946 0.0134616 0.0114003 0.00845412 0.00710747 0.0138532 0.00872858 0.00746042 0.00638429 0.0070574 0.00664083 0.00578157 0.00972339 0.00868398 0.00755454 0.00608126 0.00657078 0.00592597 0.00575792 0.0122477 0.0113506
threshold=1.0000000180025095e-35 2.5000000000000004 0.077677224736048281 3.5000000000000004 1.5000000000000002 0.074537037037037054 5.5000000000000009 28.500000000000004 23.500000000000004 0.084219858156028379 2.5000000000000004 0.57359307359307377 0.067816091954023008 0.18677325581395351 1113.5670458188422 0.61200716845878145 1433.692583700579 29.500000000000004 28.500000000000004 0.90550595238095244 1113.5670458188422 2.5000000000000004 0.81016731016731025 0.88303693570451447 916.44505744395212 2408.1508409761141 1.5000000000000002 0.3133928571428572 0.38956639566395673 0.58434959349593507 0.41042780748663105 2.5000000000000004 737.86994514254707 0.15894736842105264 1.5000000000000002 0.49418604651162795 3.5000000000000004 2392.1183921884472 828.44638242267558 2228.9969941234554 4.5000000000000009 0.63245614035087727 2.5000000000000004 1710.9654844822753 0.21807065217391305 0.79772727272727284 1046.9030864338465 2904.5200653263769 26.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 40 -6 -11 -12 -9 14 -14 28 17 18 21 20 -19 -17 26 -24 25 -25 -23 -8 -7 32 31 -31 -30 34 37 36 -35 39 -39 -34 43 42 -42 -5 46 -46 -43 -10 49 -49
right_child=-2 2 3 5 9 15 27 12 47 10 11 -13 13 -15 -16 16 -18 19 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 30 -32 -33 33 35 -36 -37 -38 38 -40 -41 41 44 -44 -45 45 -47 -48 48 -50 -51
leaf_value=-4.0204708230362572e-07 -3.9777734080153672e-06 -5.8173931254524095e-06 -0.000960972965306913 0.00020877317395527964 0.00011042184736276434 7.806837853545248e-05 -0.0013486550794914367 -0.00040717758878599852 -0.00051546590435892162 1.2029271073224993e-05 -0.00011545385921322721 0.0008278598997276277 0.0018382000903922901 2.3787707749118166e-05 0.00046644539659610021 3.4813996993687573e-05 0.00071591017122278958 0.00011091205805574387 -0.0010151817867036668 -0.00024033978444767064 0.0018725935710660582 -0.00096263399259745102 0.0009266064299837403 -3.2698490046997276e-05 -0.00035032308151566253 0.0010294335989535532 -4.0572915067655388e-05 -0.00014334556132477398 0.00010908580681532595 -2.1195557634373908e-05 0.00053400980336432851 -0.0012630660743029281 0.00046753842042350816 0.00061363660301297081 -0.00035371874334357147 -0.00033914426487172025 0.0014952940741907164 0.0015697046834722405 0.00049304911426992877 -0.00047665880079148345 0.00016958196984695782 -0.00021041986471792714 0.0009554601983070729 -0.00010575844758066241 -0.0011343754408829098 -0.0001874755934003811 0.00048635664669687841 0.0011563349380007675 -0.00042290895038818509 -0.00037147330469451846
leaf_weight=70028 173399 11894 24 222 1224 7261 20 20 136 5026 1847 20 23 41 20 4645 39 28 31 23 21 60 23 92 167 22 29 24 458 42 44 33 73 139 70 20 29 23 45 25 469 87 38 1363 28 53 47 31 85 20
leaf_count=70028 173399 11894 24 222 1224 7261 20 20 136 5026 1847 20 23 41 20 4645 39 28 31 23 21 60 23 92 167 22 29 24 458 42 44 33 73 139 70 20 29 23 45 25 469 87 38 1363 28 53 47 31 85 20
internal_value=0 6.49279e-06 1.98292e-05 3.23772e-05 -2.9645e-06 5.01715e-05 -3.03315e-05 -1.94933e-05 -3.75106e-05 -1.31899e-07 -1.97631e-05 -0.000105349 0.000427301 0.000625986 0.00120017 6.65032e-05 2.28911e-05 1.76338e-05 1.06043e-05 0.00051253 0.000865918 1.69162e-05 -0.000194624 -5.77392e-05 -0.000138308 0.000172274 -0.000662187 -0.000691214 9.38466e-05 0.000208298 -0.000160294 -0.000567619 0.000258029 0.000418915 0.000236203 0.000648277 0.000765827 0.000484965 0.000857212 0.000226672 -8.28183e-06 0.000108996 0.000228484 -6.17042e-05 -0.000172774 -0.000514799 3.39719e-05 -0.000285418 -5.53702e-05 0.000557194
internal_weight=0 106232 36204 24310 8141 16169 2727 2683 2579 8117 6893 1867 104 84 43 13442 5180 5141 5069 72 49 5038 393 304 281 114 89 44 8262 1001 119 75 882 424 236 188 168 166 68 98 2307 722 507 1585 215 81 134 272 136 51
internal_count=279631 106232 36204 24310 8141 16169 2727 2683 2579 8117 6893 1867 104 84 43 13442 5180 5141 5069 72 49 5038 393 304 281 114 89 44 8262 1001 119 75 882 424 236 188 168 166 68 98 2307 722 507 1585 215 81 134 272 136 51
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=51
num_cat=0
split_feature=8 13 13 5 10 14 13 4 3 9 0 14 1 1 10 10 3 1 10 4 0 14 3 3 7 13 10 14 10 10 3 5 10 14 1 7 10 7 5 14 5 8 3 5 6 3 14 14 4 7
split_gain=0.00273036 0.00579032 0.00907643 0.0141792 0.0153805 0.0139958 0.0133845 0.0128721 0.0108152 0.0134513 0.0128301 0.00965672 0.00728261 0.00643065 0.00638217 0.00653868 0.00778863 0.0159313 0.015829 0.0130511 0.0135154 0.0122035 0.0117987 0.00996349 0.0102939 0.0109156 0.00808979 0.00977307 0.00737268 0.0137511 0.0235007 0.00858132 0.0115605 0.0117433 0.0112285 0.0120634 0.00855102 0.0143573 0.0112362 0.00832084 0.008089 0.0140478 0.00803371 0.011463 0.0128507 0.0110702 0.00905574 0.00795362 0.00776964 0.00769219
threshold=2.5000000000000004 0.087595907928388769 0.05634920634920635 3.5000000000000004 0.1126984126984127 0.065942028985507259 0.061553030303030311 6.5000000000000009 29.500000000000004 2.5000000000000004 899.47091450355208 0.15075757575757578 3091.4684149673285 2875.3264341504796 1.0000000180025095e-35 0.96824596774193561 42.500000000000007 4197.4883033117148 0.50490196078431382 10.500000000000002 937.98699740156701 0.11834733893557424 46.500000000000007 39.500000000000007 6.5000000000000009 1.0000000180025095e-35 0.78647416413373872 0.20881782945736438 0.88303693570451447 0.90121951219512209 19.500000000000004 4.5000000000000009 0.2022727272727273 0.03509852216748769 2392.1183921884472 3.5000000000000004 0.29478609625668456 2.5000000000000004 6.5000000000000009 0.084219858156028379 5.5000000000000009 3.5000000000000004 23.500000000000004 8.5000000000000018 4.5000000000000009 33.500000000000007 0.91779279279279291 0.95119047619047625 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 5 6 -4 -5 12 9 -9 -11 -10 13 -8 -2 16 17 19 22 23 -21 -19 -18 24 28 -26 27 -22 31 30 -30 34 33 -33 -16 -36 37 -34 -39 -38 41 -35 46 45 -45 -44 -42 -31 -43 -41
right_child=1 -3 3 4 -6 -7 7 8 11 10 -12 -13 -14 -15 15 -17 18 21 -20 20 26 -23 -24 -25 25 -27 -28 -29 29 47 -32 32 36 40 35 -37 39 38 -40 49 42 48 43 44 -46 -47 -48 -49 -50 -51
leaf_value=1.9562339833317114e-06 -0.00030165245046661298 -2.339023318389445e-05 -0.0010468259311803595 0.0013089194643096283 8.8083021240682231e-05 -7.2793644803966046e-05 0.00012447914155200125 0.00029694385038358937 0.00085892038288242791 0.00089249782363185664 0.0025689262564160993 -0.00060634339249438863 -0.0003741079524583516 0.00083798674460922496 -7.1754119682144218e-05 -0.00034154553918135897 0.0015201824032427633 -9.3268925411393873e-06 -0.00068792924368088807 0.0016483746950556946 -0.00053514270854832023 -0.0011810346463462338 0.00010524894325779035 0.0010864674888407103 -5.3047925886109151e-05 0.0011879830129170868 0.0011161984156139871 0.00061448790721543552 0.0001232786528635188 4.499588322534676e-05 0.0016766680418264252 -0.0011452361415877023 -0.0002751037831594821 0.00021730575921207097 0.00027408428188426849 -0.0006260436047159602 0.00016052799772483129 -0.00044778192114608829 -0.0019323762683108308 -0.00022138717467214751 -0.00026299297439730105 4.5340025422370273e-05 0.00038421384780020976 -0.00046974309168863743 0.0009230252641083842 0.0013233916533193369 0.00077808150072814896 -0.00083563640014640099 -0.00084636569166545285 0.00054352174595217496
leaf_weight=241734 182 28891 41 39 1830 367 150 30 23 25 21 22 56 40 890 138 34 40 21 22 38 50 26 21 34 37 22 36 80 1851 35 20 224 121 536 40 195 25 26 987 127 36 180 67 22 38 25 26 76 34
leaf_count=241734 182 28891 41 39 1830 367 150 30 23 25 21 22 56 40 890 138 34 40 21 22 38 50 26 21 34 37 22 36 80 1851 35 20 224 121 536 40 195 25 26 987 127 36 180 67 22 38 25 26 76 34
internal_value=0 -1.24783e-05 2.25271e-05 0.000100389 0.00014985 -0.000170674 0.000428259 0.000334673 0.000756891 0.00112063 0.00165782 0.000142569 0.000126997 0.000274691 -9.83194e-06 -1.23788e-06 6.53479e-06 -8.26961e-08 0.000493533 1.00378e-05 0.000530566 -0.000660276 0.000907045 -6.38779e-07 -4.62155e-06 0.000593687 0.000274401 2.41371e-05 -1.21255e-05 6.53145e-05 0.000596049 -5.41698e-05 -0.000116548 4.92006e-05 3.95677e-05 0.000211575 -0.000195698 -0.000447489 -0.00120463 -0.000138755 8.37218e-05 -0.000156213 0.000205519 0.000352707 -0.000125463 0.000547924 -9.17636e-05 3.27975e-05 -0.000559746 -0.000195915
internal_weight=0 37897 9006 2644 2236 408 406 367 121 76 46 45 246 190 6362 6180 6042 5961 81 5871 118 90 60 5753 5732 71 96 74 5661 1992 115 3669 2203 712 1466 576 1491 275 51 1216 692 233 459 307 89 218 152 1877 112 1021
internal_count=279631 37897 9006 2644 2236 408 406 367 121 76 46 45 246 190 6362 6180 6042 5961 81 5871 118 90 60 5753 5732 71 96 74 5661 1992 115 3669 2203 712 1466 576 1491 275 51 1216 692 233 459 307 89 218 152 1877 112 1021
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=51
num_cat=0
split_feature=3 1 1 4 14 10 6 0 4 13 1 3 12 8 0 14 10 12 0 3 10 0 7 0 4 14 5 8 1 8 13 5 0 7 13 6 4 4 0 14 0 3 1 7 1 14 6 5 5 7
split_gain=0.00265528 0.0176338 0.00959035 0.00908664 0.00811944 0.00843507 0.00778681 0.00803688 0.00777001 0.00741944 0.00732095 0.0152295 0.0121802 0.015179 0.0116314 0.00990378 0.00982034 0.00951244 0.00948024 0.00964073 0.00799692 0.00801509 0.00755868 0.00976389 0.00906913 0.00726216 0.00700011 0.00761298 0.00765124 0.00740246 0.00867337 0.00861015 0.0068712 0.00715756 0.00674724 0.00660803 0.00659296 0.00653091 0.0072004 0.00682763 0.00638646 0.0062351 0.0158177 0.0138007 0.0113689 0.0133076 0.010261 0.00991197 0.00923291 0.00773703
threshold=16.500000000000004 1925.0712920527774 1957.9177137252361 6.5000000000000009 0.63245614035087727 0.92724867724867732 5.5000000000000009 735.45332497252207 1.5000000000000002 0.81934731934731941 1670.9124033635953 14.500000000000002 3.5000000000000004 2.5000000000000004 1433.692583700579 0.30495169082125612 0.84292763157894746 4.5000000000000009 447.70857959119701 13.500000000000002 0.063508064516129045 589.97730241246552 1.5000000000000002 916.44505744395212 2.5000000000000004 0.36939571150097467 1.5000000000000002 1.0000000180025095e-35 2063.0309978427954 1.5000000000000002 0.12060606060606062 2.5000000000000004 690.31264847099226 1.0000000180025095e-35 0.81016731016731025 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 617.77985025136707 0.18634259259259262 947.46592333298213 19.500000000000004 2217.1926524768464 2.5000000000000004 2287.1494267431067 0.037749287749287756 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 10 5 -5 8 9 -2 -8 11 14 18 16 -1 -16 -14 40 -12 -20 21 34 25 24 -24 37 32 -28 29 30 31 -29 -3 -34 -21 -32 -25 38 39 -22 -18 42 43 46 45 -43 47 -4 -47 -44
right_child=2 26 41 4 -6 -7 7 -9 -10 -11 12 -13 13 -15 15 -17 17 -19 19 20 22 -23 23 36 -26 -27 27 28 -30 -31 35 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 44 49 -45 -46 48 -48 -49 -50 -51
leaf_value=-2.1847197545953921e-06 -0.00012110059600057816 6.9272108073254244e-06 6.3562412868479787e-05 0.00021536189426575966 -7.5543150321365888e-05 1.2200732327942427e-05 0.00025773660907159665 7.8707678217900451e-05 4.8583366493313744e-05 0.0012594151892699303 0.00016561615306204789 6.9061410986741298e-05 9.1825676031508113e-05 -0.00032272445570005769 -6.8176249042153361e-05 -0.001641689706593752 9.2831730520214151e-06 -0.00021075807801920139 -0.00026722148383123565 0.00019578910812977922 -1.2736792239184458e-05 -2.4651876858694126e-05 -0.00040053835988629192 -0.00035302284945722682 -8.0827851106340967e-05 -4.3821772490683895e-06 -0.00053204477155625635 -0.00014666163489497435 -0.00084975308765513973 -0.0002832516638444063 -5.4953761649639572e-05 -0.0012799575359427504 -8.2014142190559068e-05 -0.00037419997768819936 -0.00021214207713065965 0.00041580918508255161 -0.0011547993522981416 -0.00017040595443299118 -1.3634777252092478e-05 -0.00019554164998640666 0.00054538149889302048 -0.0011466222050923692 -0.00010449614961878528 -0.00015912936301747533 -9.6657927575386915e-07 9.6066500088019604e-05 -2.1038814875878459e-05 -0.00021937901211224959 3.1641659860389078e-06 -0.00074983208955443925
leaf_weight=133854 710 1296 7424 1283 587 849 36 96 13551 38 521 7886 4272 283 20 20 951 600 500 855 818 2238 245 129 2344 6347 170 83 39 408 168 21 724 295 115 134 32 1497 3947 1360 59 23 3936 1343 53257 6414 12896 323 4587 47
leaf_count=133854 710 1296 7424 1283 587 849 36 96 13551 38 521 7886 4272 283 20 20 951 600 500 855 818 2238 245 129 2344 6347 170 83 39 408 168 21 724 295 115 134 32 1497 3947 1360 59 23 3936 1343 53257 6414 12896 323 4587 47
internal_value=0 -3.76885e-06 6.29876e-06 -1.55497e-06 8.91224e-05 0.00013446 4.41455e-05 0.000380543 4.01355e-05 0.000772112 -3.01478e-06 1.53751e-06 -2.68197e-05 3.49553e-05 -2.43947e-06 -0.000854933 5.21643e-05 -5.30739e-05 -4.50001e-05 -5.03719e-05 -4.49308e-05 2.73792e-05 -5.88055e-05 -0.000134577 -0.000111082 -4.38888e-05 -0.000117588 -0.000226511 -0.000165619 -0.000132841 1.83108e-05 -0.0003755 -6.94555e-05 -0.000166602 0.000147426 0.000153928 -0.000512382 -7.67869e-05 -5.39056e-05 -0.000126885 4.05998e-05 2.47056e-07 -2.04297e-05 -3.82058e-06 8.60029e-06 5.48179e-05 6.28355e-06 5.17656e-05 5.73297e-05 -0.000112111
internal_weight=0 174950 104681 171612 2719 2132 14431 170 14261 74 168893 141780 27113 6165 133894 40 5882 1610 20948 20427 19927 3208 16719 2750 2589 13969 3338 1023 853 814 406 104 2315 1019 970 302 161 7622 6125 2178 1010 90250 25969 21986 64281 11024 20643 7747 11001 3983
internal_count=279631 174950 104681 171612 2719 2132 14431 170 14261 74 168893 141780 27113 6165 133894 40 5882 1610 20948 20427 19927 3208 16719 2750 2589 13969 3338 1023 853 814 406 104 2315 1019 970 302 161 7622 6125 2178 1010 90250 25969 21986 64281 11024 20643 7747 11001 3983
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=51
num_cat=0
split_feature=7 4 6 10 2 7 0 0 3 12 13 8 0 5 1 1 4 8 12 0 5 14 4 0 10 12 13 13 1 3 5 13 3 0 9 13 0 14 4 3 13 12 7 7 5 0 9 14 10 1
split_gain=0.00271971 0.00490437 0.00482914 0.0097431 0.0253144 0.0161031 0.0138286 0.0135716 0.0134602 0.0124581 0.0175714 0.0138913 0.0164653 0.0156488 0.0161879 0.010388 0.00952005 0.0139862 0.00928191 0.00927856 0.00948457 0.00915829 0.0123335 0.0147447 0.00897872 0.0114014 0.0109002 0.00880076 0.0144896 0.0291321 0.0116188 0.0126289 0.0160399 0.0110206 0.0133418 0.0102871 0.0132697 0.012625 0.013701 0.0138465 0.0123467 0.0122249 0.0102467 0.00990476 0.00947583 0.00929542 0.0126568 0.0155919 0.00957428 0.00977316
threshold=1.5000000000000002 16.500000000000004 1.0000000180025095e-35 0.92724867724867732 2.5000000000000004 3.5000000000000004 1321.1033005038273 1104.0542682349771 24.500000000000004 1.5000000000000002 0.077677224736048281 1.5000000000000002 1203.0768547389173 4.5000000000000009 1737.860153578647 1465.6612970695544 7.5000000000000009 1.5000000000000002 8.5000000000000018 1264.1367493995072 4.5000000000000009 0.21132376395534294 9.5000000000000018 1078.5099592134823 0.33666666666666673 5.5000000000000009 0.053342816500711245 0.16064516129032261 2036.9135851320555 18.500000000000004 2.5000000000000004 0.15075757575757578 33.500000000000007 1046.9030864338465 2.5000000000000004 0.42206477732793529 858.45016876509555 0.14119601328903655 6.5000000000000009 20.500000000000004 0.29217479674796754 3.5000000000000004 5.5000000000000009 3.5000000000000004 3.5000000000000004 750.05186893448547 2.5000000000000004 0.11834733893557424 0.042572463768115944 2969.5094685919271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 9 -6 18 16 -8 11 -11 13 -13 -5 15 -15 -7 -18 19 21 -21 27 24 -24 -23 -26 -27 30 29 -29 33 32 45 -2 -35 40 37 38 39 -37 42 -42 -30 -31 -33 -32 48 -48 -47 -50
right_child=1 -3 -4 4 5 7 8 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 22 23 -25 25 26 -28 28 35 43 31 44 -34 34 -36 36 -38 -39 -40 -41 41 -43 -44 -45 -46 46 47 -49 49 -51
leaf_value=2.8091763691140694e-06 9.2041669598025717e-05 0.00073775975668633528 -1.846666294626139e-05 9.4526621565265779e-05 7.3716078287151715e-05 0.00048498815165547778 0.0015517802516653858 -0.000658809413725976 0.00027209084960198854 2.3984200172508868e-05 -0.00024628258757382918 -9.1285207979053282e-05 -0.001481797921323133 0.00062208227803542588 -8.4772616003950439e-05 0.0020517416752193606 0.00031414874353107405 0.0019625574339091059 -0.00043075149148665205 -0.00091487286639783309 0.00029049234738825667 -4.6837398837502079e-05 -0.00081075597032726041 0.00066376106704064161 3.5969741154245893e-05 -1.6612559733347911e-05 0.0012042141451341351 6.9942668718713151e-05 -0.00018303742820757369 0.0012504772845204572 5.6438880036850241e-05 0.00027826582382690034 -0.00085230383803277772 -9.2223506271693623e-06 -0.001264860638184473 -0.00046969733916090009 6.0868665900056227e-05 -0.00012540171522535578 -7.8720645839124563e-05 -0.0015386397369955816 0.00055710130502700881 -4.1426890407951993e-05 0.00073684413819137269 0.00020440080781664811 0.0014927310919220973 -0.00066583578397209453 0.00024650164660460389 0.0010069426133746415 0.00040671791133704545 -0.00024639008971798709
leaf_weight=211114 1093 22 45070 575 689 132 27 20 86 868 1958 659 22 24 30 27 22 31 112 51 24 4622 88 21 7178 33 41 2284 561 72 338 29 33 56 34 56 185 144 52 66 163 179 32 33 36 30 130 140 266 73
leaf_count=211114 1093 22 45070 575 689 132 27 20 86 868 1958 659 22 24 30 27 22 31 112 51 24 4622 88 21 7178 33 41 2284 561 72 338 29 33 56 34 56 185 144 52 66 163 179 32 33 36 30 130 140 266 73
internal_value=0 -8.65561e-06 -8.89535e-06 9.51997e-06 -5.19359e-05 0.000189467 2.64397e-05 0.000578501 0.000577857 -0.000103777 -0.000163271 2.19747e-05 -0.000136206 0.000186184 0.000836837 0.00137896 0.000712265 0.00127831 2.30264e-05 2.58277e-05 -0.000529156 2.81314e-05 2.76436e-06 -0.000526675 7.62447e-06 4.23353e-05 0.000659791 7.80859e-05 3.18975e-05 0.000107379 0.000156369 0.00027535 0.000231874 4.82501e-05 -0.000483575 -9.35026e-05 -0.000275833 -0.000471713 -0.000758315 -0.00104798 4.58515e-06 0.000243837 -0.000133398 0.00092171 0.000950893 0.000268494 0.000380661 0.000640804 0.000190313 0.000266078
internal_weight=0 68517 68495 23425 5057 894 18368 205 113 4163 2826 1337 681 656 81 51 185 53 18255 18143 75 18068 11983 109 11874 7252 74 6085 3827 2389 2258 1075 1010 1183 90 1438 503 318 174 122 935 342 593 105 65 977 639 270 369 339
internal_count=279631 68517 68495 23425 5057 894 18368 205 113 4163 2826 1337 681 656 81 51 185 53 18255 18143 75 18068 11983 109 11874 7252 74 6085 3827 2389 2258 1075 1010 1183 90 1438 503 318 174 122 935 342 593 105 65 977 639 270 369 339
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=51
num_cat=0
split_feature=2 1 6 10 12 13 3 10 9 9 0 14 14 10 8 10 13 13 4 10 0 3 0 1 13 1 7 12 3 1 13 5 12 14 7 1 12 12 14 10 13 10 14 1 3 4 12 13 12 14
split_gain=0.00270682 0.0108004 0.00758237 0.0125206 0.0181676 0.0238945 0.0180805 0.0342577 0.0307821 0.0210463 0.0180546 0.0196058 0.0149685 0.0158724 0.0189506 0.0142198 0.0132575 0.0159381 0.0193742 0.0146132 0.0143146 0.0182303 0.026528 0.012805 0.0118365 0.0151621 0.0112045 0.011111 0.0103439 0.0126992 0.0102351 0.0107006 0.0127974 0.0100668 0.00973927 0.00929562 0.0086213 0.00857614 0.00841452 0.0120722 0.00942365 0.0107163 0.0111896 0.00789911 0.00780201 0.00768818 0.00853473 0.00764072 0.0145438 0.0194366
threshold=2.5000000000000004 3183.3810684193081 1.0000000180025095e-35 0.92724867724867732 1.5000000000000002 0.10762548262548265 13.500000000000002 0.39339826839826847 2.5000000000000004 1.5000000000000002 1203.0768547389173 0.77951388888888895 0.77032967032967048 0.053342816500711245 2.5000000000000004 0.90550595238095244 0.45080645161290328 0.16472868217054268 1.5000000000000002 0.88303693570451447 858.45016876509555 21.500000000000004 1242.5784396434321 2364.0969371768856 0.3623737373737374 1878.9294241168266 1.5000000000000002 3.5000000000000004 18.500000000000004 2138.0891213547147 0.70135135135135152 3.5000000000000004 6.5000000000000009 0.053342816500711245 3.5000000000000004 1631.8293849322852 2.5000000000000004 4.5000000000000009 0.053342816500711245 0.65450928381962881 0.077677224736048281 0.77913279132791347 0.080540540540540564 2503.1236745302976 7.5000000000000009 6.5000000000000009 3.5000000000000004 0.41763565891472876 1.5000000000000002 0.60263157894736852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 -6 35 8 -8 -9 34 -12 24 -14 -15 16 17 19 -19 38 -20 23 -23 33 25 -10 36 -24 29 -4 31 45 -33 -22 -5 44 -7 -25 39 -11 41 -40 -43 -42 -1 47 -47 48 49 -30
right_child=-2 -3 28 4 5 26 7 9 12 15 11 -13 13 14 -16 -17 -18 18 20 -21 21 22 27 37 -26 -27 -28 -29 30 -31 -32 32 -34 -35 -36 -37 -38 -39 40 -41 43 42 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-4.4197292045457747e-05 -5.8591386506829751e-06 0.00057434816354730008 -1.4326298166975942e-05 0.00012587920773291344 4.1668275850432376e-05 1.2928355998163263e-05 -8.126240849278953e-05 -0.00066823851903839238 0.0001929002249941584 7.7753620449626869e-05 1.6356228152289989e-05 -0.0020839570777025076 -0.0002021951455066705 0.00061094052533735524 0.0022631480059187329 0.0014677646345045928 0.00030382576575439015 0.0014392294045440699 0.00021389425182567192 0.00077245179346804936 0.00075076893421023019 0.0015803068294189871 -0.0008923153430223465 -0.0015890671614518699 0.00032664071102968381 -0.00010204914984818196 -0.00023272805938264387 0.00058398591399264445 0.0015878402797638307 -0.00024720815766108141 0.00014165221489732436 -2.0557756964374252e-05 -0.00051064007831434853 -0.00010787340550176838 -0.00016935184397014037 -0.00018086723432624862 -0.0001396700310505701 -0.00020547882720295873 1.1367613580379623e-05 0.0012625519796761924 0.00032019745352161185 0.0011789761612924529 0.00023147168762647805 -0.00043498350351001136 1.7847447323982191e-05 6.2308524720160972e-05 -0.00011924126851324508 -6.1427764671458674e-05 0.0001029795457724561 0.00032198537298311065
leaf_weight=5576 115618 83 61681 2468 3149 1481 4412 76 879 43 25 20 45 100 21 21 1339 24 620 110 35 40 25 24 482 864 1808 26 35 591 1795 6483 136 1382 315 630 2468 21 1129 43 908 34 373 36 55488 1757 1025 592 3068 227
leaf_count=5576 115618 83 61681 2468 3149 1481 4412 76 879 43 25 20 45 100 21 21 1339 24 620 110 35 40 25 24 482 864 1808 26 35 591 1795 6483 136 1382 315 630 2468 21 1129 43 908 34 373 36 55488 1757 1025 592 3068 227
internal_value=0 4.13029e-06 3.84158e-06 1.40106e-05 -3.40092e-05 -6.90678e-05 2.15429e-05 7.48634e-05 -2.96615e-06 0.000158787 7.63981e-05 -0.000917116 0.00014151 0.000599526 0.000897687 0.000168871 0.00016448 0.000126191 2.63938e-05 0.000208124 1.07895e-05 -7.02954e-05 0.000616352 -0.000113035 0.000107339 4.66947e-05 -0.000129639 -0.000139691 -7.52969e-06 -1.65365e-05 2.95699e-05 1.44691e-05 -3.06274e-05 -8.66649e-05 9.24628e-05 1.02105e-05 -8.24408e-05 -0.000943393 0.000183933 0.000670153 0.000167072 9.06629e-05 0.000310624 0.000291398 1.21819e-05 5.89939e-05 -4.58168e-06 0.00010409 0.000133515 0.000491088
internal_weight=0 164013 163930 86540 11734 8906 74806 13112 6803 6309 2828 45 2391 166 121 6233 6212 4873 2197 2676 2173 1553 91 1462 2225 1743 5757 51 77390 62272 15118 13323 6619 1417 2783 61694 3949 45 2566 86 2480 1536 407 944 61064 6704 2782 3922 3330 262
internal_count=279631 164013 163930 86540 11734 8906 74806 13112 6803 6309 2828 45 2391 166 121 6233 6212 4873 2197 2676 2173 1553 91 1462 2225 1743 5757 51 77390 62272 15118 13323 6619 1417 2783 61694 3949 45 2566 86 2480 1536 407 944 61064 6704 2782 3922 3330 262
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=51
num_cat=0
split_feature=3 1 1 9 5 0 4 0 10 10 14 0 12 0 1 5 6 2 7 9 10 0 5 1 10 10 13 14 14 4 13 2 7 5 14 5 14 13 13 4 10 14 0 10 10 0 7 12 9 3
split_gain=0.00279583 0.0158862 0.0109954 0.00824426 0.00627875 0.00632383 0.00606465 0.0159851 0.010434 0.0110882 0.00884242 0.00839674 0.00767205 0.00786009 0.00639275 0.00573138 0.00566184 0.0184832 0.0112862 0.0101985 0.0209965 0.0171316 0.0238553 0.0192825 0.0246874 0.0292179 0.014706 0.0114433 0.0150071 0.0115407 0.0106641 0.0105313 0.0227034 0.0113718 0.0101681 0.0101411 0.00989178 0.0196913 0.00969071 0.00936071 0.00977201 0.0101579 0.0105026 0.0317748 0.0118877 0.0100345 0.00886215 0.00921992 0.00882058 0.0205204
threshold=15.500000000000002 1799.7773659418742 1820.9047752929355 2.5000000000000004 3.5000000000000004 933.44303385326884 5.5000000000000009 1289.0088005912796 0.81322674418604668 0.49418604651162795 0.16496598639455784 812.90213645256711 3.5000000000000004 592.26283036141206 1273.6870778030454 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 1.5000000000000002 0.79772727272727284 895.46853471908219 6.5000000000000009 2763.170641305167 0.82807881773399028 0.9104278074866311 0.077677224736048281 0.60263157894736852 0.17445652173913045 7.5000000000000009 0.084219858156028379 2.5000000000000004 3.5000000000000004 6.5000000000000009 0.032795698924731186 5.5000000000000009 0.2022727272727273 0.267479674796748 0.084219858156028379 2.5000000000000004 0.27386363636363642 0.16064516129032261 855.39444395686212 0.43826219512195125 0.55718954248366026 961.9848145785071 1.5000000000000002 2.5000000000000004 3.5000000000000004 28.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -3 -1 8 9 10 12 -10 13 -8 -12 -16 17 19 39 26 34 -22 23 27 -25 -26 -4 28 38 -30 -28 46 35 -34 -21 -33 -24 -38 -23 -19 -41 45 -43 -44 -45 -42 47 -32 -36 -50
right_child=2 4 16 -5 -6 -7 7 -9 11 -11 14 -13 -14 -15 15 -17 -18 18 -20 20 21 22 36 24 25 -27 30 -29 29 -31 31 32 33 -35 48 -37 37 -39 -40 40 41 42 43 44 -46 -47 -48 -49 49 -51
leaf_value=-4.04236935648248e-06 3.3438069196153508e-05 -6.7058651182445389e-05 0.00010673433079259423 0.00014910925219382778 -0.00064439346746299772 -0.00023991716160128861 -0.00045053997708427191 0.0014522507711808431 2.8074086000941397e-05 0.00022524787849035165 0.00060949093744316744 -0.00012692933256063513 0.00045523770539780938 -1.7064569602477999e-05 5.6842795999040494e-05 0.00063990868010753129 -6.609179111228274e-06 -0.00065123887931842781 0.00090786275686696174 -0.000593554408487762 6.8846039151147518e-05 0.0011628679097777912 0.00049795618688222023 0.00087043606027561646 -0.0013636135599032666 0.00040828918970778192 -0.00072799414426869696 0.00096586158251739114 6.8984643670417655e-05 0.0012217129330130538 9.3913503569450184e-05 7.6595166513122715e-05 0.00041466059389113936 0.0014667635792113074 2.7970797477143639e-05 -0.00026128409449971819 0.0025329829896455287 0.00051781053506684582 0.00044235048269911206 -7.4022829243701176e-06 -5.7525072134439876e-05 -0.00021249495463057297 -0.0021286764985014653 0.00089458108937833468 -0.00066895684858243312 0.00083346232122769872 -0.0001921960708863904 -0.00011187540927862425 0.00013643288495125515 0.0015560115685170437
leaf_weight=145788 10789 3714 1783 1797 52 617 201 20 2975 1165 56 1237 46 218 2124 43 77798 71 29 64 1067 63 32 35 60 38 59 76 388 23 871 959 105 34 16193 289 27 22 180 2488 745 1030 29 20 31 33 1451 1451 1219 26
leaf_count=145788 10789 3714 1783 1797 52 617 201 20 2975 1165 56 1237 46 218 2124 43 77798 71 29 64 1067 63 32 35 60 38 59 76 388 23 871 959 105 34 16193 289 27 22 180 2488 745 1030 29 20 31 33 1451 1451 1219 26
internal_value=0 -4.37842e-06 5.70884e-06 4.99533e-05 -9.82417e-05 -9.16843e-05 -1.70477e-06 4.04467e-05 3.69456e-05 9.64074e-05 4.0567e-05 -1.7448e-05 -0.000157715 -0.000225009 8.2043e-05 6.84126e-05 5.90114e-07 1.86628e-05 -7.53186e-05 3.45278e-05 5.31033e-05 0.000206113 0.000361266 0.000284262 -0.000269448 -0.000676549 -1.7238e-05 0.000385143 0.000317659 0.000133493 -5.95914e-05 -5.19489e-05 6.58637e-05 0.00067201 3.55223e-05 -1.64771e-06 0.00118169 0.00162821 0.000629151 -8.17302e-05 -7.249e-05 -0.000158262 -0.000255358 -0.000807221 -5.58047e-05 -1.97325e-05 -9.52582e-05 -3.46824e-05 3.78311e-05 0.000166079
internal_weight=0 158256 121375 12586 4383 4331 153873 8085 8065 3853 2688 4212 465 419 2223 2167 108789 30991 4476 26515 19513 2011 944 863 133 98 7002 730 654 411 5219 5160 1387 139 17502 1248 81 49 243 4447 4376 1888 1110 80 51 778 3773 2322 17438 1245
internal_count=279631 158256 121375 12586 4383 4331 153873 8085 8065 3853 2688 4212 465 419 2223 2167 108789 30991 4476 26515 19513 2011 944 863 133 98 7002 730 654 411 5219 5160 1387 139 17502 1248 81 49 243 4447 4376 1888 1110 80 51 778 3773 2322 17438 1245
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 14 5 4 1 3 4 1 6 4 7 14 1 13 8 12 8 7 14 0 14 14 7 5 12 10 12 10 5 10 3 0 13 14 0 0 13 0 14 10 10 10 10 14 9 10
split_gain=0.00286263 0.013435 0.0121014 0.00799746 0.012907 0.00885996 0.00881922 0.0123978 0.00924373 0.00889741 0.011739 0.0108406 0.0123359 0.00908249 0.00868565 0.00779585 0.00771824 0.0100429 0.0107386 0.00750934 0.00733972 0.00727122 0.0150637 0.00721 0.00781913 0.00766108 0.00717864 0.0112915 0.0100651 0.0229483 0.00804311 0.0097595 0.00767408 0.00698041 0.00696149 0.00815063 0.0080639 0.00875455 0.00750186 0.0090868 0.00770049 0.00667301 0.00900394 0.00664679 0.00657952 0.0148695 0.0106897 0.00952411 0.0076247 0.00649816
threshold=20.500000000000004 2364.0969371768856 2438.1594628963853 22.500000000000004 2606.2997478250472 0.90098039215686287 3.5000000000000004 4.5000000000000009 2571.3753443570063 21.500000000000004 9.5000000000000018 2486.2186977821766 3.5000000000000004 6.5000000000000009 1.5000000000000002 0.18065268065268067 2519.2547660210666 0.14142857142857146 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 0.18065268065268067 838.67050112781965 0.27178030303030304 0.3623737373737374 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.74133811230585434 3.5000000000000004 0.36474501108647456 1.0000000180025095e-35 0.77032967032967048 19.500000000000004 818.89450838190703 0.10435571687840291 0.21807065217391305 795.06662848518874 800.94442982758699 0.14854215918045707 825.38287943763555 0.091966173361522213 0.22361111111111112 0.54415584415584417 0.31643132220795894 0.90550595238095244 0.18065268065268067 2.5000000000000004 0.043961352657004842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 9 15 16 10 41 12 13 21 -13 33 17 18 -9 -18 26 22 -11 25 -25 -16 28 -28 29 -3 31 32 -30 -8 36 38 -32 -38 -36 40 -40 42 -4 -10 45 48 47 -46 -15 -50
right_child=2 20 3 -5 -6 -7 7 8 43 11 -12 14 -14 44 23 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 30 -31 34 -33 -34 -35 35 -37 37 -39 39 -41 -42 -43 -44 -45 46 -47 -48 -49 49 -51
leaf_value=-1.2899350639025959e-06 5.3710956036272601e-05 -0.00028321873687673363 -0.00040571053159510484 6.4076042700625296e-06 -0.00020991505444452587 -0.00055673237496337512 1.4017979925416444e-05 -0.00017500006288755684 -0.0010828602201346418 -0.00012027876582578757 0.00082233604658245611 0.00010441993008644733 -0.00051980007784940038 6.6294216958340263e-05 0.00035954264670064087 -0.00074129745950562336 9.7662438477257379e-05 -0.00025374457863219335 0.00047164976708837934 0.00080119062758075973 -0.00054753889867334708 -0.00012695521775532467 0.001234893613759227 -0.00053068778919743403 5.6128264360839164e-05 -0.00037384805120051499 0.00015563885063578885 -0.00032125955319591752 0.00068294391898876614 0.0015892108677265544 -0.00078833354546077323 -0.00048182037357192366 -0.00013140448400336777 -0.00076639557522960398 2.2371298109646889e-05 -9.878768397650052e-05 -0.00030232159365233642 0.00052983667309213758 0.00049422266411756237 0.000282203740216645 0.0017501850754184569 -0.00016082372777372707 0.00011699494364083549 -0.00017672899542958478 0.00055485643388237811 -0.00039185555196245728 0.00038450596923818623 0.0018722524651607006 0.00036480946847322311 0.001449932289255525
leaf_weight=223064 12393 36 96 36009 1109 76 108 125 34 46 37 1073 42 30 101 116 148 353 132 51 99 118 37 167 86 55 155 623 34 30 48 211 194 39 148 242 101 46 26 127 23 990 581 50 23 46 60 34 22 37
leaf_count=223064 12393 36 96 36009 1109 76 108 125 34 46 37 1073 42 30 101 116 148 353 132 51 99 118 37 167 86 55 155 623 34 30 48 211 194 39 148 242 101 46 26 127 23 990 581 50 23 46 60 34 22 37
internal_value=0 -2.48693e-06 1.0291e-05 -2.5116e-06 -5.58446e-05 -2.10667e-05 -1.26502e-05 -0.000133126 -4.42643e-05 2.51847e-05 -5.85465e-05 9.73537e-05 0.000299942 0.000375945 2.96875e-05 -0.000434852 7.57193e-06 -8.06378e-05 0.000157131 0.000277964 -0.000127082 0.000125261 0.000483834 -0.000166371 -0.000331217 0.000100975 -0.000106717 -0.000226248 -3.32621e-05 0.000567886 -6.63252e-05 -0.000236757 -9.96656e-06 -0.000193031 3.19924e-05 0.000120757 -0.000225651 -4.19183e-05 0.000284737 0.000505363 0.00108376 -7.80982e-05 4.28742e-05 -0.000543496 0.000575895 0.00033805 0.00085033 0.00134067 0.000715305 0.00104531
internal_weight=0 225207 54424 42031 6022 4913 4837 1156 893 3681 1704 1977 495 453 1482 263 809 610 257 199 2143 201 83 409 253 156 2044 778 1266 66 1200 439 228 147 761 566 195 147 324 176 49 1667 677 84 252 135 117 57 89 59
internal_count=279631 225207 54424 42031 6022 4913 4837 1156 893 3681 1704 1977 495 453 1482 263 809 610 257 199 2143 201 83 409 253 156 2044 778 1266 66 1200 439 228 147 761 566 195 147 324 176 49 1667 677 84 252 135 117 57 89 59
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=51
num_cat=0
split_feature=7 3 1 1 13 0 6 5 12 13 6 0 10 13 10 10 3 0 4 1 5 0 4 10 10 10 13 5 12 7 10 13 14 9 0 13 0 14 10 6 13 13 0 14 0 12 14 12 10 12
split_gain=0.00283093 0.00474056 0.0159515 0.014249 0.0107229 0.0225827 0.0173689 0.0162262 0.0158825 0.0140035 0.0219344 0.0132903 0.0117253 0.0106096 0.0101037 0.01254 0.0149305 0.0117122 0.0190229 0.0143677 0.00915151 0.011132 0.011206 0.0111885 0.00914649 0.0323805 0.0126002 0.0120822 0.0105338 0.0102365 0.011933 0.00871087 0.0169258 0.01211 0.0139905 0.0129883 0.0120403 0.0133031 0.01905 0.0108634 0.0279262 0.0108488 0.0188939 0.0160137 0.0104354 0.0135949 0.0192698 0.0153071 0.0149749 0.0104045
threshold=3.5000000000000004 32.500000000000007 3438.6371619929478 3364.5296915318181 0.29217479674796754 1061.8284994139024 3.5000000000000004 10.500000000000002 3.5000000000000004 0.58957219251336912 2.5000000000000004 1187.5997340955021 0.47140522875816998 0.5270467836257311 0.032795698924731186 0.059714795008912663 30.500000000000004 887.94124131670708 7.5000000000000009 3616.7164640063575 3.5000000000000004 865.45763568221207 8.5000000000000018 0.39339826839826847 0.096006144393241177 0.072299651567944254 0.028991596638655467 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.21525096525096529 0.029857397504456332 3.5000000000000004 928.78428753650576 0.13100686498855837 947.46592333298213 0.30151515151515157 0.58434959349593507 1.0000000180025095e-35 1.0000000180025095e-35 0.05634920634920635 1033.4556649327824 0.096006144393241177 957.12540010465557 3.5000000000000004 0.16064516129032261 8.5000000000000018 0.47140522875816998 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 24 7 8 -6 9 10 -7 -10 13 -8 17 -16 20 18 -4 -19 -17 -22 -23 -24 25 27 -27 29 -29 30 -5 33 -33 35 -35 36 37 38 -26 40 -38 43 -43 -36 -37 -46 47 -47 -48 -34
right_child=-2 3 14 4 5 6 12 -9 11 -11 -12 -13 -14 -15 15 16 -18 19 -20 -21 21 22 23 -25 31 26 -28 28 -30 -31 -32 32 49 34 41 44 39 -39 -40 -41 -42 42 -44 -45 45 46 48 -49 -50 -51
leaf_value=1.29654891026436e-06 -2.3914072541876486e-05 0.00062207420307308766 -0.00029690288666946196 0.00057789436914026742 5.9199752337659829e-05 0.0022510832119935556 0.0012918924971017987 -0.00099778225509605063 0.001221064611205033 0.00031733781883410892 0.00061580254460332569 -7.3249089280793942e-05 -0.00044956823469199719 -4.1518050649236627e-05 0.00062577190292358866 -0.00022019203601184685 -3.8906178197304545e-05 0.00028120879176877562 -0.0018773967109154911 -0.00087504013064806886 4.0683588950843034e-05 -0.0016373265432775954 -0.0014104338116012515 -6.8389963647549424e-05 -0.001257394313624782 0.0019247366885582987 0.00065576237747209931 -0.00077791413447509219 0.00020691675913599123 -0.0014217341631883756 -0.0010187683288346639 -0.0015334370766000715 -0.00032810324115926823 -5.3417377974803603e-05 -0.00074802534053883252 0.00080046222833285148 0.0019746920125643642 0.00040344877634197475 0.00030792782762056539 -0.0001463797527648887 -4.8192972884096793e-05 0.00054329759150277828 0.0022175343278583817 0.00069295257169013733 -0.00077285752560738927 8.7219544576640407e-05 -5.6567876485392588e-05 -0.00123845565713754 0.0012408742632599526 0.00063410632181771555
leaf_weight=262645 11851 109 45 25 268 46 26 42 28 34 37 68 62 35 56 261 1071 69 33 44 36 40 25 41 77 26 79 30 286 25 22 26 189 186 31 59 22 26 26 973 76 72 22 51 41 134 35 26 61 33
leaf_count=262645 11851 109 45 25 268 46 26 42 28 34 37 68 62 35 56 261 1071 69 33 44 36 40 25 41 77 26 79 30 286 25 22 26 189 186 31 59 22 26 26 973 76 72 22 51 41 134 35 26 61 33
internal_value=0 1.05835e-06 3.02347e-07 5.96003e-05 4.10497e-05 0.000223768 0.000507725 -8.40043e-05 0.000780906 0.001172 0.0015221 0.000304259 3.46573e-05 0.000526821 -0.000151425 -0.00010862 -0.000136521 -0.000494309 -0.000965573 -0.000169012 -0.000395939 -0.000718967 -0.000976961 -0.00057674 -3.34154e-06 0.000191035 0.000969985 -1.97632e-05 0.00011342 -0.00060429 -0.00016948 -4.75833e-05 -0.000326433 -1.15276e-05 0.000248948 -7.21268e-05 -0.000150809 -0.000607159 -0.000862264 -9.58421e-05 0.000405924 0.000568494 0.00093514 0.000148193 0.000193093 7.24373e-05 0.000207817 -0.000128203 0.000767848 -0.000185072
internal_weight=0 267780 264366 3414 3305 646 336 310 213 117 83 96 123 61 1721 1530 1474 191 78 113 403 142 106 66 2659 493 105 388 316 72 47 2166 248 1918 362 1556 1200 129 103 1071 98 176 94 82 356 297 256 160 96 222
internal_count=279631 267780 264366 3414 3305 646 336 310 213 117 83 96 123 61 1721 1530 1474 191 78 113 403 142 106 66 2659 493 105 388 316 72 47 2166 248 1918 362 1556 1200 129 103 1071 98 176 94 82 356 297 256 160 96 222
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=51
num_cat=0
split_feature=3 1 5 1 4 14 0 5 10 7 0 4 0 14 13 13 13 6 14 4 6 1 7 7 14 14 10 7 10 13 0 0 13 13 10 10 14 0 3 6 10 5 4 4 14 1 8 1 4 12
split_gain=0.0027798 0.0153365 0.0104807 0.0102927 0.00912085 0.00865846 0.0108977 0.0107339 0.00848867 0.0148427 0.00822944 0.0075622 0.00755443 0.00995864 0.0099868 0.0088039 0.0215041 0.0154868 0.0140881 0.0141243 0.0136516 0.0127064 0.0121816 0.0113785 0.00979326 0.0164899 0.0120493 0.00965047 0.0127101 0.0115737 0.0110991 0.0156051 0.0165596 0.00953052 0.0150064 0.0139273 0.0092977 0.0130552 0.00907033 0.0137578 0.00880968 0.00960701 0.00866218 0.0085375 0.00835667 0.00832972 0.00816446 0.00774216 0.00769542 0.00759365
threshold=23.500000000000004 2648.2431066574563 2.5000000000000004 2571.3753443570063 1.5000000000000002 0.49418604651162795 887.94124131670708 3.5000000000000004 0.58898944193061853 1.5000000000000002 1321.1033005038273 8.5000000000000018 786.89210308344707 0.15894736842105264 0.27842377260981915 0.67117117117117131 0.28062500000000007 4.5000000000000009 0.11237373737373739 2.5000000000000004 2.5000000000000004 2536.1172374379967 4.5000000000000009 8.5000000000000018 0.79057017543859665 0.63762626262626265 0.077935222672064791 2.5000000000000004 0.35805860805860812 0.57979626485568769 806.96991629943716 848.41687930959222 0.41277890466531447 0.11834733893557424 0.36899313501144165 0.28759398496240607 0.2022727272727273 1095.150540518749 24.500000000000004 1.5000000000000002 0.74133811230585434 4.5000000000000009 3.5000000000000004 2.5000000000000004 0.86754385964912295 2554.1430983545456 3.5000000000000004 2452.3200893468074 6.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -2 8 -7 -8 -4 10 -10 -1 13 46 -15 16 17 18 45 -20 -17 23 -23 24 25 26 -21 29 -29 42 -30 32 -32 35 -35 -28 -19 -38 40 -40 41 -37 -18 -16 -26 -14 -6 -22 -44 -45
right_child=3 2 5 -5 12 6 7 -9 9 -11 -12 -13 15 14 43 20 27 36 19 21 47 22 -24 -25 44 -27 33 28 30 -31 31 -33 -34 34 -36 38 37 -39 39 -41 -42 -43 48 49 -46 -47 -48 -49 -50 -51
leaf_value=-1.345361233534072e-06 -0.00024516700086994048 -4.8611734007183944e-05 -0.0001044278135770838 5.1698671666479835e-06 0.00098268573666796281 -0.00014021443279014657 -0.00059091974217153622 -0.0020070096568973817 -0.00088264108487580472 0.00058884698747923344 -0.0001633769392294383 0.00010538541438576489 -0.00013058283885694505 0.00049649060820229358 0.00082700168078934607 -0.00043772717380017017 -0.0005065134121105075 0.00025079637201054505 -0.00063473054678088014 -0.00091579443018417804 0.00048753548526866855 0.00067924934225933008 -0.00018914032494649291 0.0012055639119353146 0.0010142826627336698 -0.00096902687272714413 -0.0011658191426519168 -0.00031236648505745764 -0.00072580060397740452 0.0013950631751434967 0.001959294331590495 0.00018049801487872666 0.0005094304300049165 0.0015024582490538636 0.00020255752855710422 -0.0010250230591433743 -0.001414754287729603 -0.00013368736686675836 -0.0013780452548720254 0.00019528446260444596 0.00065585492764922229 0.00037921408091216142 0.00088108386698877445 2.3726773281890455e-05 6.0315417461727832e-05 -0.00094064532148311968 -0.0001453865587245673 -0.00014590365355653207 0.00019750705608933294 -0.00077490105898257093
leaf_weight=243722 173 1365 513 29297 81 46 32 23 122 28 59 1671 223 137 22 182 20 27 51 30 95 210 50 22 44 44 27 83 20 42 31 141 54 26 152 21 43 37 24 33 71 29 98 92 48 37 20 98 71 44
leaf_count=243722 173 1365 513 29297 81 46 32 23 122 28 59 1671 223 137 22 182 20 27 51 30 95 210 50 22 44 44 27 83 20 42 31 141 54 26 152 21 43 37 24 33 71 29 98 92 48 37 20 98 71 44
internal_value=0 -1.79366e-06 -0.000133584 1.38557e-05 0.000106289 -0.000274515 -0.000708124 -0.0011831 -0.000213858 -0.000482458 -0.000648185 -6.1858e-07 0.000129856 0.000330784 0.000184069 9.34239e-05 0.00013913 2.3699e-05 7.75915e-05 0.00017294 -0.000127064 0.000222509 0.000512251 9.05766e-05 4.58959e-05 -4.8855e-05 4.91778e-05 0.000396584 0.00022266 0.000644293 0.000403177 0.000503087 0.0010382 0.000124763 0.000392431 -0.000107651 -0.000551489 -0.000822261 5.2858e-05 -0.00046717 0.00029783 -0.000210566 0.000477455 -8.68275e-05 0.000516561 -0.000245861 0.000759305 0.000165893 0.000593901 -0.000234653
internal_weight=0 247581 2188 32050 2753 823 101 55 722 209 181 245393 2580 396 295 2184 1809 1249 1142 882 375 831 260 571 549 457 413 560 329 231 246 226 85 383 178 205 107 80 178 57 121 50 189 158 92 260 101 193 169 136
internal_count=279631 247581 2188 32050 2753 823 101 55 722 209 181 245393 2580 396 295 2184 1809 1249 1142 882 375 831 260 571 549 457 413 560 329 231 246 226 85 383 178 205 107 80 178 57 121 50 189 158 92 260 101 193 169 136
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=51
num_cat=0
split_feature=8 3 0 1 11 11 2 14 14 0 0 14 3 0 5 2 12 1 9 10 10 0 10 10 9 10 4 5 13 14 12 7 13 14 14 14 12 1 0 0 14 13 14 4 7 14 14 5 1 3
split_gain=0.00279815 0.00380965 0.0136225 0.0103317 0.00662435 0.00552183 0.0054951 0.00554004 0.00729183 0.00598707 0.00542449 0.0184409 0.0157455 0.0124154 0.028084 0.0133716 0.00528939 0.00499419 0.00881172 0.0123881 0.00842358 0.00837137 0.00625938 0.0084798 0.0149825 0.00904913 0.0146013 0.0177409 0.011827 0.0108202 0.0105985 0.00866273 0.0126116 0.00887814 0.0084661 0.00753111 0.00752102 0.00764325 0.00732528 0.00960379 0.00726066 0.00706454 0.00994652 0.00961575 0.00704989 0.00692361 0.00688119 0.00760057 0.00997798 0.0101288
threshold=1.0000000180025095e-35 12.500000000000002 1321.1033005038273 1505.7249198637453 0.86038961038961048 0.25543478260869573 3.5000000000000004 0.29864864864864871 0.16496598639455784 1020.4796647730221 1086.8692189335923 0.74596774193548399 10.500000000000002 907.74089229267565 1.5000000000000002 1.5000000000000002 1.5000000000000002 1558.814692156295 2.5000000000000004 0.3066239316239317 0.22792207792207794 658.36447093627214 0.077935222672064791 0.15849282296650721 2.5000000000000004 0.17445652173913045 5.5000000000000009 2.5000000000000004 0.21525096525096529 0.38548951048951058 2.5000000000000004 2.5000000000000004 0.15894736842105264 0.20881782945736438 0.043961352657004842 0.063164893617021281 7.5000000000000009 3521.6014656366374 983.43194644661196 1020.4796647730221 0.27178030303030304 0.12660256410256412 0.52086956521739147 3.5000000000000004 1.0000000180025095e-35 0.14854215918045707 0.18834459459459463 2.5000000000000004 2138.0891213547147 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 17 7 8 9 -1 13 12 -12 15 -15 -9 -5 18 20 -20 -3 -21 36 24 -24 26 30 29 -29 44 -25 34 45 -34 -26 -36 37 41 46 -40 -35 42 -19 -43 -28 -33 -37 -48 -49 -50
right_child=-2 4 -4 16 -6 -7 -8 10 -10 -11 11 -13 -14 14 -16 -17 -18 22 19 21 -22 -23 23 25 31 -27 27 28 -30 -31 -32 32 33 40 35 38 -38 -39 39 -41 -42 43 -44 -45 -46 -47 47 48 49 -51
leaf_value=-7.137974717537753e-06 -3.9148685821080155e-06 -9.1539009305066028e-05 -0.0012190969600139755 -0.00028189039162408768 0.00033469936096497269 -0.00026988882901072614 -0.00030254397787468802 0.00094231755971811043 5.5855517876305099e-05 -0.00072691412401738875 0.00023078124744214994 -0.00061724493939739969 0.0019246594909497578 -4.2628392314282635e-05 -0.0020616391724615824 -8.6732629331372055e-06 -7.4126381221526435e-05 -4.5921878440987705e-05 0.00028823006865082569 -0.00022784679765401193 5.8405459477144003e-05 0.00023764460180292148 -4.103160607740502e-05 0.00094493045255676991 0.0010887335908288758 1.4647422491339742e-05 0.00062345967162400493 -0.00059633293227913484 -0.0021660339111501041 -0.0013076878295396454 -0.00011708236733912346 -0.00080006477939605254 0.0015095848072734144 -0.0002079877046443554 -0.00027760155330042836 0.00029998123611538023 -0.00040626512777388311 -0.00074877838940463134 0.0015620031142316295 0.00034000819120215387 0.00090879586340591686 -0.00010267509860778283 -0.00031754104083828562 4.193425837514035e-05 -0.0002998696240764629 0.00035460545381332901 0.00012118028578803153 0.00025448787771613124 -0.0011331149215240859 -7.9048393268345128e-06
leaf_weight=7673 173399 1157 23 406 163 169 148 37 9348 29 34 30 23 61 24 37368 1248 1961 823 251 4918 157 1141 31 24 29916 29 24 24 20 97 20 36 22 100 460 129 36 20 82 43 1497 407 4953 72 37 828 52 45 36
leaf_count=7673 173399 1157 23 406 163 169 148 37 9348 29 34 30 23 61 24 37368 1248 1961 823 251 4918 157 1141 31 24 29916 29 24 24 20 97 20 36 22 100 460 129 36 20 82 43 1497 407 4953 72 37 828 52 45 36
internal_value=0 6.39011e-06 -2.50134e-06 -2.00547e-06 1.64733e-05 1.54279e-05 1.71229e-06 2.53661e-06 2.61752e-05 -9.84812e-06 -8.18905e-06 0.000386165 0.000914276 -9.1042e-06 -0.000612702 -7.73257e-06 -0.000125125 1.6403e-05 5.45663e-05 0.000176551 2.98481e-05 -4.87239e-05 9.78677e-06 1.98165e-05 0.00010079 1.19209e-05 -0.00026271 -0.000567816 -0.00138118 -0.000245157 0.000140124 0.00019044 0.000544093 0.000879679 0.000156513 0.000142728 -2.72359e-05 -2.17136e-05 0.000170327 0.000579615 0.000530808 -1.87453e-05 -9.26064e-05 8.37144e-06 -3.47553e-05 -5.0542e-05 0.000140948 6.4824e-05 -0.000286025 -0.000633022
internal_weight=0 106232 56452 56429 49780 49617 54775 54627 17050 7702 37577 87 57 37490 85 37405 1654 49448 7306 1231 6075 408 42142 33159 2946 30213 297 169 48 121 128 1805 158 101 1647 1623 8983 8854 1523 102 65 8818 2368 6450 101 57 1421 961 133 81
internal_count=279631 106232 56452 56429 49780 49617 54775 54627 17050 7702 37577 87 57 37490 85 37405 1654 49448 7306 1231 6075 408 42142 33159 2946 30213 297 169 48 121 128 1805 158 101 1647 1623 8983 8854 1523 102 65 8818 2368 6450 101 57 1421 961 133 81
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=51
num_cat=0
split_feature=7 14 0 3 1 5 0 12 5 6 13 3 0 10 10 12 10 14 1 5 1 4 10 6 12 2 14 14 14 5 0 0 1 5 0 13 3 4 0 13 13 9 10 14 9 14 1 0 14 1
split_gain=0.00276183 0.0043851 0.00496361 0.00432507 0.0107206 0.00859565 0.00873424 0.00849271 0.00980484 0.00780262 0.012319 0.0141196 0.00688274 0.00723269 0.0371672 0.0190127 0.0110933 0.0108586 0.00910468 0.0101521 0.0108872 0.0163571 0.0189566 0.0122663 0.0105519 0.00954954 0.00839555 0.00931701 0.00837885 0.0087736 0.00859798 0.00836371 0.0074682 0.00746531 0.00736639 0.0102513 0.00707721 0.00966709 0.00680769 0.0105545 0.0111723 0.00838831 0.00662275 0.00956997 0.00950465 0.0119618 0.0125064 0.00867361 0.0118318 0.00939078
threshold=1.0000000180025095e-35 0.029857397504456332 1203.0768547389173 24.500000000000004 2588.1722553952563 5.5000000000000009 673.31911949482219 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 0.084219858156028379 22.500000000000004 1321.1033005038273 0.92450142450142458 0.86425061425061445 4.5000000000000009 0.96490147783251246 0.087595907928388769 2739.3600366868154 4.5000000000000009 3007.5741317529969 5.5000000000000009 0.19756097560975613 1.5000000000000002 9.5000000000000018 3.5000000000000004 0.05634920634920635 0.096006144393241177 0.11834733893557424 5.5000000000000009 983.43194644661196 1007.5118299007487 2846.3956359091098 2.5000000000000004 1173.0767376433671 0.077677224736048281 27.500000000000004 9.5000000000000018 924.13557371275863 0.46049896049896061 0.15075757575757578 2.5000000000000004 0.60232558139534886 0.80277777777777792 2.5000000000000004 0.37668918918918926 2627.3186063900753 903.47680643148226 0.21525096525096529 2763.170641305167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 8 9 10 -6 -12 13 14 18 -16 17 32 -5 20 33 22 25 24 26 -22 -23 -28 -19 30 -30 -24 -15 -20 35 -18 -29 -38 -35 40 -40 -42 -10 44 45 46 -44 -48 49 -49
right_child=-2 3 -4 12 5 6 -8 -9 42 -11 11 -13 -14 16 15 -17 34 28 19 -21 21 23 31 -25 -26 -27 27 36 29 -31 -32 -33 -34 38 -36 -37 37 -39 39 -41 41 -43 43 -45 -46 -47 47 48 -50 -51
leaf_value=-0.00014306852709579504 -4.4494848282983681e-06 6.5649624461253534e-06 -0.00095561392815961027 0.00048633896202028901 0.0013962610718613912 0.000413452845896245 -0.00046682338505565045 -0.00061103434406728756 -2.2452167076728315e-05 -0.00029858465487551358 -0.00024977281784770269 0.0011180348025438182 0.00029244329291345665 0.00091779696264823621 0.0019998409396066565 0.00038584882693956733 0.0013490605757106096 -0.0011562611597804103 -4.4285361211295108e-05 -7.4147489386408575e-05 -0.00031856292113107408 -0.00066442385225349838 0.00055253077053317901 0.00025888529422732782 -0.00089836876508534748 -0.0016535120427835029 0.00067784853913158616 -0.00025205627835342003 0.00062098032260011582 -0.00061010628819025857 -0.00037617008437372047 -0.000574967823420844 -0.00016547306469164608 0.00016777676412971232 -0.00023494376831061754 0.00016729949201744869 0.00079391607796424073 -0.00016165553182472035 0.00047602969496603529 -0.00022017535792353255 0.00090687454779608519 0.0021463585086166858 0.00034410991001783349 -0.0012890129008155784 -0.00060259169167693478 0.00040990907552756594 -0.00082681599704625269 0.00034947850307365485 -0.00077811669497433213 -0.00037574830271563876
leaf_weight=179 155195 117613 21 110 31 32 236 69 1686 36 54 29 290 26 36 37 25 37 101 1393 21 45 38 532 38 37 52 170 37 126 52 29 41 128 58 69 48 59 99 30 39 21 82 20 108 98 73 94 66 85
leaf_count=179 155195 117613 21 110 31 32 236 69 1686 36 54 29 290 26 36 37 25 37 101 1393 21 45 38 532 38 37 52 170 37 126 52 29 41 128 58 69 48 59 99 30 39 21 82 20 108 98 73 94 66 85
internal_value=0 5.54934e-06 -0.000228386 5.92594e-06 4.26342e-06 -9.24467e-05 -0.000361716 -6.39346e-05 -4.86015e-05 0.000343135 0.000545784 0.000228136 5.82762e-05 3.90605e-05 6.71099e-05 0.00118179 -0.00014335 -0.00031085 3.98953e-05 2.28436e-05 0.000113703 2.9103e-05 -0.000508381 0.000100274 -0.000104535 -0.00117017 -2.38776e-05 6.37351e-05 -0.000461268 -0.000341665 3.83756e-05 6.4509e-05 0.0002549 0.000330062 0.000208181 0.000481598 -5.15497e-05 0.000267012 0.000449334 0.000640018 0.000802318 0.00134069 -7.4017e-05 -0.000212896 -0.000177381 -8.51663e-05 -0.00020646 -0.00034843 -0.000205891 5.09706e-06
internal_weight=0 124436 200 124236 120412 2799 268 2531 2462 150 114 83 3824 3534 3063 73 471 319 2990 2880 1487 1069 125 944 412 58 374 329 252 215 89 67 67 418 152 94 277 107 317 189 159 60 2312 626 606 498 400 318 245 179
internal_count=279631 124436 200 124236 120412 2799 268 2531 2462 150 114 83 3824 3534 3063 73 471 319 2990 2880 1487 1069 125 944 412 58 374 329 252 215 89 67 67 418 152 94 277 107 317 189 159 60 2312 626 606 498 400 318 245 179
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 14 5 4 1 3 4 1 6 4 7 1 13 8 14 12 7 14 0 14 14 4 10 14 13 14 10 5 1 10 0 13 8 6 14 8 0 14 10 10 10 0 9 0 1 4
split_gain=0.00274096 0.0121994 0.0107778 0.00715165 0.0110211 0.00799841 0.00786958 0.0111208 0.00833536 0.00807976 0.0104456 0.00974912 0.0111177 0.00817036 0.0078191 0.00696129 0.00908724 0.00967229 0.00695707 0.00680479 0.00659045 0.0135793 0.00652895 0.00705749 0.00693789 0.00635911 0.00630719 0.0062342 0.00722453 0.0113075 0.00689949 0.0119593 0.00757365 0.00735436 0.0124382 0.00674243 0.00899822 0.00619912 0.00680261 0.00609347 0.00605364 0.00811731 0.0059474 0.0134619 0.00966228 0.00936974 0.00687948 0.00618548 0.00576876 0.00575309
threshold=20.500000000000004 2299.1146759378844 2438.1594628963853 22.500000000000004 2606.2997478250472 0.90098039215686287 3.5000000000000004 4.5000000000000009 2571.3753443570063 21.500000000000004 9.5000000000000018 2486.2186977821766 3.5000000000000004 6.5000000000000009 1.5000000000000002 2519.2547660210666 0.14142857142857146 2.5000000000000004 0.18065268065268067 4.5000000000000009 1.5000000000000002 0.18065268065268067 838.67050112781965 0.27178030303030304 0.3623737373737374 5.5000000000000009 0.77032967032967048 0.75337837837837851 0.27149877149877155 0.32200460829493094 0.40238095238095245 1.0000000180025095e-35 2648.2431066574563 0.22361111111111112 887.94124131670708 0.14142857142857146 1.0000000180025095e-35 1.0000000180025095e-35 0.18065268065268067 2.5000000000000004 825.38287943763555 0.091966173361522213 0.54415584415584417 0.31643132220795894 0.90550595238095244 828.44638242267558 2.5000000000000004 812.90213645256711 2648.2431066574563 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 9 18 15 10 40 12 13 20 -13 16 17 -9 26 -17 21 -11 24 -24 -16 -21 -8 28 30 37 33 32 -32 -6 35 36 48 38 -30 -10 41 -4 43 46 45 -44 -15 -48 -35 -5
right_child=2 -3 3 49 27 -7 7 8 39 11 -12 14 -14 42 22 19 -18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 29 -31 31 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 44 -45 -46 -47 47 -49 -50 -51
leaf_value=-7.5066601197676887e-07 5.1046492847042703e-05 -8.2907141792584683e-05 -0.00038551132244416902 -0.00047096413581462077 -0.00026046282007949594 -0.00052926454558665256 1.337152020655426e-05 -0.00016554217302473264 -0.00084171565513144132 -0.00011349274658562575 0.00077457364091674825 9.8937608054223107e-05 -0.00049389418785548999 6.2461679141658056e-05 0.00034247688827505982 9.2422941816039386e-05 -0.00024117023624145367 0.0004481622235757779 -0.00070137245990014793 0.00016994692305161152 -0.00012141038767645191 0.001173179627968804 -0.00050436454677144288 5.3139349975661089e-05 -0.00035544031947872348 0.0012885238137203959 -0.00072845502365499932 0.00063847667347131801 0.00016637444248772227 -0.0007537689886237608 0.0013073249317874965 -0.00023342939587454376 4.6818279392587453e-05 -0.0013516846625134351 -0.0013380270610487432 -0.0010413447975166023 0.00024281032494726323 -1.308326452585707e-05 0.0012311600633741668 4.0801309519484944e-05 -0.00015359976283108533 0.00011079153063106042 0.00080190351755182092 -0.00037451447221784572 0.00036416341545797578 0.0021451488306047394 0.00043505953314403696 0.0014626639371272177 -0.00019059245680735963 7.2588281655160983e-06
leaf_weight=220594 12393 4613 96 63 327 76 108 125 53 46 37 1073 42 30 101 148 353 132 116 24 118 37 167 86 55 27 39 22 40 41 22 264 26 20 49 31 53 167 24 31 990 581 37 46 60 20 27 32 23 35946
leaf_count=220594 12393 4613 96 63 327 76 108 125 53 46 37 1073 42 30 101 148 353 132 116 24 118 37 167 86 55 27 39 22 40 41 22 264 26 20 49 31 53 167 24 31 990 581 37 46 60 20 27 32 23 35946
internal_value=0 -2.43351e-06 1.00699e-05 -2.01223e-06 -5.24462e-05 -2.03093e-05 -1.23124e-05 -0.000126118 -4.19564e-05 2.34275e-05 -5.63637e-05 9.22005e-05 0.00028432 0.000356472 2.80311e-05 7.26701e-06 -7.65057e-05 0.000149668 -0.000411881 0.000264058 0.000118709 0.000460084 -0.00015799 -0.000314857 9.64163e-05 0.000762135 -0.00018344 -0.000194817 -0.000211682 1.14463e-05 -0.000286149 -0.000101432 0.00062455 -0.000400725 -0.000661326 -0.000400237 -0.000193212 0.000147264 0.000565669 -0.000516025 -7.48068e-05 4.04148e-05 0.000546116 0.000319985 0.000807036 0.00127322 0.00067894 0.000992404 -0.000730635 6.42215e-06
internal_weight=0 225207 54424 42031 6022 4913 4837 1156 893 3681 1704 1977 495 453 1482 809 610 257 263 199 201 83 409 253 156 51 147 1109 1087 272 815 312 48 503 176 127 96 231 64 84 1667 677 252 135 117 57 89 59 43 36009
internal_count=279631 225207 54424 42031 6022 4913 4837 1156 893 3681 1704 1977 495 453 1482 809 610 257 263 199 201 83 409 253 156 51 147 1109 1087 272 815 312 48 503 176 127 96 231 64 84 1667 677 252 135 117 57 89 59 43 36009
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=51
num_cat=0
split_feature=7 3 1 1 5 3 9 10 0 1 3 6 14 1 0 3 1 9 14 5 5 14 4 3 10 10 0 14 0 14 14 14 13 14 2 4 14 12 5 14 7 10 5 14 14 1 10 14 8 14
split_gain=0.00279345 0.00497452 0.0113823 0.0108573 0.0080995 0.0093384 0.015473 0.0137157 0.0132661 0.0103013 0.0102372 0.0147681 0.00937548 0.00853665 0.00974032 0.00815721 0.008134 0.0094341 0.00838533 0.0080066 0.00767131 0.0102311 0.0103171 0.00771874 0.00744441 0.0106703 0.00811859 0.00720746 0.00710509 0.00696488 0.00691916 0.015196 0.0130587 0.0102325 0.011573 0.0116188 0.0165104 0.016159 0.0132939 0.011709 0.0121149 0.0130681 0.0151608 0.0115918 0.0114726 0.0210779 0.00930329 0.00973339 0.011654 0.00850703
threshold=1.5000000000000002 14.500000000000002 1651.652491240254 1723.9474886893252 3.5000000000000004 32.500000000000007 2.5000000000000004 0.27149877149877155 972.47622060718538 3616.7164640063575 27.500000000000004 3.5000000000000004 0.070598006644518277 3183.3810684193081 800.94442982758699 15.500000000000002 3438.6371619929478 1.5000000000000002 0.03509852216748769 1.0000000180025095e-35 2.5000000000000004 0.099019607843137278 7.5000000000000009 28.500000000000004 0.13714733542319751 0.6198686371100165 825.38287943763555 0.53410852713178303 582.00200697471212 0.84292763157894746 0.267479674796748 0.19139194139194141 0.90399385560675893 0.57979626485568769 3.5000000000000004 5.5000000000000009 0.29217479674796754 4.5000000000000009 1.0000000180025095e-35 0.42640692640692646 1.0000000180025095e-35 0.49418604651162795 2.5000000000000004 0.28062500000000007 0.28062500000000007 2423.1344677252664 0.43826219512195125 0.57359307359307377 2.5000000000000004 0.59317129629629639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 9 -7 -8 -9 10 13 16 -13 30 -15 -6 18 -18 -12 27 21 -20 -23 -24 -22 26 -26 28 -5 -29 31 32 -4 34 35 36 44 43 -39 40 41 42 -40 -37 -32 -46 47 48 -45 -35
right_child=-2 2 4 19 15 6 7 8 -10 -11 11 12 -14 14 -16 -17 17 -19 20 -21 24 22 23 -25 25 -27 -28 29 -30 -31 33 -33 -34 49 -36 37 -38 38 39 -41 -42 -43 -44 46 45 -47 -48 -49 -50 -51
leaf_value=-1.2545902299483608e-06 -8.7721698572895615e-06 0.00010547751021943908 2.395550375337277e-05 0.00022793584526293846 -0.00015612011229670486 -0.00012739252574958725 0.00016484412886998861 0.00048036505002528433 0.0021932133057047257 -0.00035357606114278477 0.0010701356162489564 -9.5458782743662604e-05 0.00085969628628939471 0.00041563126802429912 -0.00044566665756512339 -7.8837513228897065e-06 0.00085898729543259838 -0.00028633518047448315 -0.00013196736947619406 -0.00017098983553889526 0.00059582595157039845 0.001489900933638974 0.00013470061136104051 0.0010340140168195564 -0.0011799834490375362 0.00035981741096275776 -0.00021643960777589159 0.00049638438054314192 -0.000115917959096068 -0.00014749138037644565 0.00032552257364181864 -5.318878813641604e-05 0.0011242298249810659 -0.00028622632426925489 -5.3643322647679991e-05 -0.00029845463010996494 0.00010953504834936408 -0.00028419808680734028 0.00073270319826117475 -0.00022209462814329979 0.00021334475260399279 0.00039791859557832747 0.0020691391415311954 0.00010882723277866359 0.0019718834786379542 0.00017090698322022038 -3.3214724321234214e-05 0.0011686327770543618 -0.00048062932357383054 3.4528365795857703e-07
leaf_weight=122354 68517 3145 22348 183 960 73 38 20 26 185 27 33 116 40 183 27887 20 178 69 1659 34 27 80 34 32 52 69 126 839 63 211 8518 27 270 1856 295 6447 88 63 69 214 120 32 2317 33 32 3174 21 87 6340
leaf_count=122354 68517 3145 22348 183 960 73 38 20 26 185 27 33 116 40 183 27887 20 178 69 1659 34 27 80 34 32 52 69 126 839 63 211 8518 27 270 1856 295 6447 88 63 69 214 120 32 2317 33 32 3174 21 87 6340
internal_value=0 2.84701e-06 1.21144e-05 -3.50944e-06 8.56587e-06 2.00102e-05 0.000405065 0.000867797 0.0014485 1.88853e-05 2.01719e-05 0.00020105 0.000648152 1.753e-05 -0.000291174 -1.28169e-05 9.39464e-05 -0.000170646 0.000217506 -9.96385e-05 0.000159519 0.000366924 0.000611063 0.000402917 -7.33969e-05 -0.000222113 -0.000521721 -1.89136e-06 -5.43473e-05 0.000281759 1.88397e-05 3.64645e-06 2.52832e-05 4.05003e-05 6.3264e-05 7.96982e-05 0.000125747 3.19223e-05 0.000282329 0.000382438 0.000479671 0.000744758 0.00118287 7.02606e-06 0.000504444 0.00108525 2.31212e-05 9.68574e-05 8.7495e-05 -1.13604e-05
internal_weight=0 211114 85890 125224 82745 53898 157 84 46 53741 53556 771 149 52785 223 28847 622 198 424 2870 397 210 141 114 187 153 101 1211 1022 189 52562 30893 22375 21669 15059 13203 6723 6480 586 498 429 215 95 5894 276 65 5599 2425 2404 6610
internal_count=279631 211114 85890 125224 82745 53898 157 84 46 53741 53556 771 149 52785 223 28847 622 198 424 2870 397 210 141 114 187 153 101 1211 1022 189 52562 30893 22375 21669 15059 13203 6723 6480 586 498 429 215 95 5894 276 65 5599 2425 2404 6610
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=51
num_cat=0
split_feature=3 1 1 2 3 7 13 1 3 1 1 10 5 13 13 3 14 13 13 14 13 13 10 6 13 12 10 5 4 10 0 10 6 7 13 0 7 1 6 3 13 13 10 6 9 9 0 10 0 13
split_gain=0.00267083 0.012729 0.00987548 0.0120601 0.0125035 0.00960792 0.0087574 0.0112147 0.00840544 0.0133131 0.0114669 0.0113608 0.0135766 0.0133255 0.0126224 0.0148185 0.0187822 0.00984954 0.0154526 0.0101944 0.0131801 0.0218968 0.0181609 0.0335231 0.0477201 0.0114915 0.0138228 0.0169715 0.0120701 0.0152319 0.00984458 0.0133684 0.0166088 0.00984414 0.0157038 0.00968396 0.00863247 0.0122336 0.00844773 0.0133564 0.0083052 0.0154423 0.00931629 0.00810965 0.00806698 0.00801296 0.0101454 0.0096592 0.0116834 0.00870057
threshold=25.500000000000004 3049.3733999235665 2969.5094685919271 2.5000000000000004 31.500000000000004 4.5000000000000009 0.21132376395534294 2364.0969371768856 29.500000000000004 3049.3733999235665 3438.6371619929478 0.53452380952380962 7.5000000000000009 0.21132376395534294 0.46049896049896061 26.500000000000004 0.22792207792207794 0.41277890466531447 0.43826219512195125 0.074537037037037054 0.29478609625668456 0.267479674796748 0.96490147783251246 1.5000000000000002 0.10102040816326532 3.5000000000000004 0.96362433862433872 5.5000000000000009 8.5000000000000018 0.75337837837837851 1040.0256050067871 0.9298029556650248 2.5000000000000004 5.5000000000000009 0.21807065217391305 1033.4556649327824 1.5000000000000002 3241.4713401430272 1.0000000180025095e-35 27.500000000000004 0.71198156682027658 0.85092592592592597 0.77598566308243744 4.5000000000000009 3.5000000000000004 4.5000000000000009 1033.4556649327824 0.032795698924731186 1242.5784396434321 0.065942028985507259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 7 -7 10 33 11 14 17 -14 -5 16 -16 19 -19 25 21 22 30 24 -24 -13 28 -28 35 -30 44 32 36 34 -10 -27 38 -38 -32 -40 42 -42 -20 -36 -21 47 -47 48 49 -11
right_child=2 -3 3 8 -6 6 -8 -9 9 45 -12 12 13 -15 15 -17 -18 18 40 20 -22 -23 23 -25 -26 26 27 -29 29 -31 31 -33 -34 -35 43 -37 37 -39 39 -41 41 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-2.6633765738508448e-07 7.0635494157978768e-05 -0.00050586855670644584 0.00018839176628220728 2.8663870932933621e-05 0.0012358427130346817 -0.00010732619856611765 -2.7358994060827066e-05 -0.00049565964838149278 0.00022038016970470258 5.7565086560065663e-05 -0.00046582853314150463 0.00098738782799046021 -0.00021844166057517528 -0.0013799549302432775 -0.0019148292397309483 -0.00014359578164453292 -8.227532660519636e-05 0.0011934351652240422 0.00024886350489079794 -0.00013532412610641731 -0.00069534814099488031 0.0010079272056157751 0.0025601701506774033 -0.00046612899937567169 -0.00044571851359923248 0.00031602237589893015 -0.0012006681938914376 0.00044576016686429898 0.00018318176495396498 0.0017907961879087533 0.00032155397768494573 -0.0011661543070658809 0.00044676057073315056 -5.4591762454947458e-05 0.0022209175945525723 -0.00048389782232206158 -0.00048144658227101906 -0.0018746138393628195 -0.0015839229790799436 -0.00015793848534275851 0.0016019786047677155 -0.00025461388944070983 -0.00056144369156929121 0.00081409794103819893 -0.0010711080627515913 0.00014988144106621641 0.0010385357338236645 1.845625007564148e-05 0.00044283435519518167 -0.00030090788808848768
leaf_weight=255081 6129 125 352 3663 31 597 1449 270 51 232 167 32 58 43 29 293 27 33 69 570 135 38 31 56 23 81 45 24 41 23 36 64 51 52 21 71 40 26 24 52 21 24 73 20 24 390 35 8107 76 626
leaf_count=255081 6129 125 352 3663 31 597 1449 270 51 232 167 32 58 43 29 293 27 33 69 570 135 38 31 56 23 81 45 24 41 23 36 64 51 52 21 71 40 26 24 52 21 24 73 20 24 390 35 8107 76 626
internal_value=0 -1.43179e-06 1.66772e-05 -4.01806e-06 0.000273172 -1.18682e-06 -0.000102567 -0.00022826 -1.08248e-05 1.81469e-05 -5.73284e-05 -4.56068e-05 -0.000149669 -0.000712947 1.28881e-06 -0.000286032 -0.00103128 -0.000116341 0.000195911 -0.000162539 -0.000230683 -0.000170075 -0.000214974 0.000391005 0.00127988 8.89729e-05 -1.19017e-05 -0.000627997 0.000184907 0.000760918 -0.000290123 -0.000527297 -0.000348751 0.000495291 0.000806094 -5.76246e-05 -0.000576679 -0.00103027 -0.000309384 -0.000608249 1.98771e-05 0.000611796 -0.000167703 0.00153466 -0.000173134 1.08884e-05 0.000223065 9.14389e-07 -0.000151347 -0.000203978
internal_weight=0 257522 22109 15980 383 257397 2316 867 15597 9610 5987 5820 1808 101 4012 349 56 1707 220 1487 1170 1035 997 110 54 317 285 69 216 64 887 293 229 144 92 152 178 66 112 76 187 45 142 41 594 9466 425 9041 934 858
internal_count=279631 257522 22109 15980 383 257397 2316 867 15597 9610 5987 5820 1808 101 4012 349 56 1707 220 1487 1170 1035 997 110 54 317 285 69 216 64 887 293 229 144 92 152 178 66 112 76 187 45 142 41 594 9466 425 9041 934 858
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=51
num_cat=0
split_feature=8 6 7 3 1 8 4 10 1 4 10 10 13 1 0 10 7 14 14 4 9 0 0 4 12 9 5 0 0 7 14 10 13 0 10 13 13 0 5 10 1 3 13 13 10 1 1 5 0 8
split_gain=0.00266974 0.00441369 0.00415349 0.00381301 0.00980695 0.00869481 0.011409 0.0161836 0.0159645 0.0203971 0.0134215 0.0183325 0.0165369 0.0178354 0.0154881 0.0148161 0.0205843 0.0149934 0.022741 0.0242643 0.01574 0.0129271 0.0125109 0.0122251 0.011356 0.0104778 0.0107595 0.0100695 0.0168914 0.0176546 0.0236015 0.0172496 0.0128361 0.0109772 0.00990858 0.0165932 0.0189756 0.010496 0.00970904 0.0124935 0.00962249 0.00921465 0.00865037 0.00851271 0.00895278 0.008497 0.00834191 0.00796388 0.0083696 0.00775503
threshold=1.5000000000000002 10.500000000000002 16.500000000000004 26.500000000000004 3241.4713401430272 3.5000000000000004 2.5000000000000004 0.96824596774193561 2648.2431066574563 4.5000000000000009 0.50490196078431382 0.39339826839826847 0.42206477732793529 2904.5200653263769 937.98699740156701 0.86425061425061445 6.5000000000000009 0.44281045751633991 0.29478609625668456 8.5000000000000018 1.5000000000000002 1061.8284994139024 1033.4556649327824 6.5000000000000009 3.5000000000000004 2.5000000000000004 5.5000000000000009 1033.4556649327824 1020.4796647730221 1.5000000000000002 0.16843971631205676 0.96362433862433872 0.40270270270270275 977.9268823093272 0.1012820512820513 0.10102040816326532 0.21132376395534294 773.3327466365821 4.5000000000000009 0.46247654784240161 2818.3175397299569 29.500000000000004 0.36939571150097467 0.19292803970223329 0.9298029556650248 2846.3956359091098 2571.3753443570063 6.5000000000000009 806.96991629943716 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 43 8 9 46 11 12 13 14 45 -12 17 18 27 -20 21 41 40 -16 25 26 -14 28 29 -17 32 -32 33 -31 35 47 37 -37 39 -24 -13 -19 -9 -5 -45 -10 -8 -7 -49 -36
right_child=2 -3 -4 4 -6 34 7 42 10 -11 15 22 24 -15 23 16 -18 20 19 -21 -22 -23 38 -25 -26 -27 -28 -29 -30 30 31 -33 -34 -35 49 36 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 48 -50 -51
leaf_value=3.099483963760144e-06 -1.1657516044077919e-05 0.0004683025102256615 -0.00063927296835642605 -0.00084416434445576567 -2.2312973538654168e-05 0.001026017689883733 0.00087342391806569965 0.001755364845081678 -6.1479293799493467e-05 -9.8778867995310022e-05 -0.00018478379779959429 0.0013311423398342662 0.00054660089136450549 0.00011647283767874793 0.0018562094504078334 -0.00058227664641370734 -0.0013233108972401722 -0.0012439998275301648 0.00041884605899074318 0.0020958331978523778 0.00088512662181165075 0.00023480956442654133 0.0024237620738197375 0.00060731695151378855 0.00074074249356411977 -0.00062452746992483965 -0.00060627031318076399 -7.8364867368021046e-05 0.0015098476922139527 0.0011441121093445905 0.00037648728372990567 0.0022032257202746616 -0.00094618687860202047 -0.00024555791906702022 6.9800162989938457e-05 -0.0017690878220102087 -0.0001047283547671299 -0.00065451952602394847 0.00054450828367811894 0.00069708985043689616 0.00022596230349123249 -7.9474760917946712e-05 0.0003517752432907444 0.00087008917442290114 -0.00062597089665359816 0.00085487992432601266 0.0022666323619584244 0.00063642109847522436 -0.00048437797732832322 -0.00026843070827356361
leaf_weight=194851 72069 51 26 53 6857 29 22 23 72 33 665 22 50 1093 36 49 23 53 59 34 25 40 22 43 26 142 34 209 30 27 24 28 25 30 1808 28 181 86 45 20 188 25 21 20 20 39 21 31 36 187
leaf_count=194851 72069 51 26 53 6857 29 22 23 72 33 665 22 50 1093 36 49 23 53 59 34 25 40 22 43 26 142 34 209 30 27 24 28 25 30 1808 28 181 86 45 20 188 25 21 20 20 39 21 31 36 187
internal_value=0 3.22121e-06 -7.40975e-06 -7.2158e-06 1.81214e-05 6.61149e-05 0.000117569 0.00013297 0.00012009 0.000836249 0.000102964 0.000191039 0.000121466 0.000194199 0.000641326 -1.69125e-05 0.000147015 0.000198409 0.000324178 0.00103194 -0.000254534 -0.000495987 0.000550618 0.00117643 -0.000248836 -0.000362682 7.99625e-05 0.000168202 0.000410139 0.000229858 0.000526833 0.00136012 -1.59003e-06 0.000412707 -7.01209e-06 -0.000237169 -0.00042298 -0.000928273 0.0010548 0.00160154 0.000341743 -0.000870755 0.00108547 -0.000428584 0.000122059 0.000260485 0.00155383 0.000333812 3.42007e-05 3.80963e-05
internal_weight=0 194902 84729 84703 12634 5777 3391 3298 3254 76 3178 1832 1535 1283 190 1346 681 658 515 93 143 118 297 79 252 226 84 422 213 183 134 52 82 57 2386 391 295 114 87 42 210 78 44 93 40 111 43 96 67 1995
internal_count=279631 194902 84729 84703 12634 5777 3391 3298 3254 76 3178 1832 1535 1283 190 1346 681 658 515 93 143 118 297 79 252 226 84 422 213 183 134 52 82 57 2386 391 295 114 87 42 210 78 44 93 40 111 43 96 67 1995
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=51
num_cat=0
split_feature=7 2 3 1 13 6 7 12 10 6 13 14 4 4 8 10 1 13 4 10 3 0 10 12 13 3 10 14 0 9 0 12 4 8 14 10 8 10 12 13 13 12 10 0 0 5 14 0 6 6
split_gain=0.00268889 0.00786901 0.00793091 0.0098051 0.0120025 0.010555 0.0103297 0.0124726 0.0136819 0.00928175 0.0167115 0.0226805 0.0201538 0.0165779 0.0142711 0.0151319 0.0106666 0.0106004 0.0132861 0.0113647 0.0108029 0.00996103 0.00977563 0.00945854 0.0100487 0.0106487 0.00978359 0.0415736 0.0137463 0.0139758 0.0120521 0.0169326 0.0118769 0.0155207 0.0123947 0.0117584 0.0154749 0.0170756 0.0122081 0.0145422 0.0115368 0.0103822 0.0129649 0.0190699 0.0122281 0.0105709 0.011144 0.0269028 0.0131859 0.0126771
threshold=2.5000000000000004 1.5000000000000002 28.500000000000004 2936.4214567341296 0.033908045977011504 3.5000000000000004 4.5000000000000009 4.5000000000000009 0.96362433862433872 2.5000000000000004 1.0000000180025095e-35 0.11583184257602865 9.5000000000000018 10.500000000000002 5.5000000000000009 0.81016731016731025 3521.6014656366374 1.0000000180025095e-35 3.5000000000000004 0.1012820512820513 41.500000000000007 1001.157454449629 0.23861283643892342 10.500000000000002 0.04819976771196284 36.500000000000007 0.96922348484848497 0.3623737373737374 1078.5099592134823 3.5000000000000004 1242.5784396434321 8.5000000000000018 13.500000000000002 3.5000000000000004 0.2022727272727273 0.16843971631205676 1.0000000180025095e-35 0.3623737373737374 5.5000000000000009 0.20256410256410259 0.063164893617021281 8.5000000000000018 1.0000000180025095e-35 961.9848145785071 869.07031931492213 2.5000000000000004 0.084219858156028379 989.51400485044212 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 10 11 16 14 -14 15 22 -4 18 -11 -20 -21 -18 -13 24 25 -12 28 -28 41 30 31 35 33 -32 -35 -30 -37 38 39 -38 -39 42 43 -26 -44 -46 47 48 -47 -48
right_child=1 2 9 4 5 -7 -8 -9 -10 17 23 12 13 -15 -16 -17 21 -19 19 20 -22 -23 -24 -25 26 -27 27 -29 29 -31 32 -33 -34 34 -36 36 37 40 -40 -41 -42 -43 44 -45 45 46 49 -49 -50 -51
leaf_value=1.650332119953674e-06 0.00093069240366193396 -2.1621359560453899e-05 -0.00032735864014659245 -0.00074614609157447115 -0.00046396393690396393 0.00048792283505463276 0.00058307663892351444 4.7578439758024121e-05 0.00046184107552769342 -0.00070918766526325097 0.00031623986627407554 0.0010857113313464011 -0.0012957058521584632 0.00013588765938211942 -0.00080694237723946585 0.0018918925407342615 -0.0020042894612997768 -6.444430864753034e-05 0.0011719027316221635 0.0001150705786814234 0.00131309744541622 -0.00069753596110136385 5.2306429840557811e-05 -0.00069952929766397144 0.0011471306028443572 0.0012296666005185168 5.8351470026651434e-05 0.0019434204952344055 -0.00086285832588724925 0.00089655958116054537 -0.00026861072465900513 0.00094484899104659069 0.0012975186155277439 5.4947602209564219e-05 0.0012936434037530691 0.00095659859630709086 0.0013932829948537279 -0.0015039360070099625 -0.00073292628258059267 -0.00018784507626081067 -0.0003937263309639186 -0.00058122676483160528 -2.9552108446750936e-05 -0.00026908835587913498 -0.00038174460332480857 0.0012965488104292981 0.00023122842021825894 -0.00063569939906470661 4.5100366696715361e-06 0.00071049765975775736
leaf_weight=251174 22 21877 68 87 429 64 42 271 44 31 199 34 39 42 20 20 25 2365 39 181 21 35 70 33 79 38 127 38 88 35 139 27 21 46 36 26 33 26 20 26 234 43 504 34 55 39 311 86 40 248
leaf_count=251174 22 21877 68 87 429 64 42 271 44 31 199 34 39 42 20 20 25 2365 39 181 21 35 70 33 79 38 127 38 88 35 139 27 21 46 36 26 33 26 20 26 234 43 504 34 55 39 311 86 40 248
internal_value=0 -1.45666e-05 -1.52979e-05 -2.84051e-05 -0.000186792 -0.000129541 -0.000179817 -0.000222884 -0.000377843 3.79005e-05 9.83001e-05 -0.000224737 7.75529e-05 -0.000553398 0.000432463 0.000632367 -0.000756105 -3.04469e-05 0.000265155 0.000390486 0.000239618 -0.00124202 0.00039015 0.000141642 0.000152326 0.000462696 0.000121171 0.000492489 9.32715e-05 -7.9205e-05 -0.000126507 -0.000271557 0.000161197 5.32211e-05 0.000598765 -0.000344058 -0.000218978 -0.00030914 0.000334631 0.000696515 -0.000504747 0.000184004 0.000207575 0.000721012 0.000162355 0.000286515 0.000337281 -2.37839e-05 0.000642352 0.000443856
internal_weight=0 28457 28435 22814 937 850 786 744 473 5621 2984 353 225 81 144 124 128 2637 272 241 202 60 104 2631 2598 237 2361 165 2196 757 722 480 242 221 82 453 365 339 79 59 260 1439 1396 113 1283 779 724 165 79 559
internal_count=279631 28457 28435 22814 937 850 786 744 473 5621 2984 353 225 81 144 124 128 2637 272 241 202 60 104 2631 2598 237 2361 165 2196 757 722 480 242 221 82 453 365 339 79 59 260 1439 1396 113 1283 779 724 165 79 559
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=51
num_cat=0
split_feature=5 13 0 8 10 3 5 13 4 8 5 13 6 0 13 13 12 8 3 14 13 0 14 14 7 7 6 14 10 7 10 14 10 13 1 14 6 0 1 0 14 14 7 5 12 10 12 10 12 0
split_gain=0.0026297 0.00355978 0.00467233 0.00320727 0.00741489 0.00294277 0.00323739 0.00680711 0.00610882 0.00522184 0.00348911 0.00780299 0.0126564 0.00752405 0.0178293 0.0111006 0.00488729 0.00324876 0.0057855 0.00873224 0.0190521 0.0167942 0.0117162 0.0115115 0.0084208 0.014222 0.00865788 0.0173192 0.00772083 0.00704783 0.00825937 0.0104384 0.00726994 0.0109112 0.0123094 0.0176508 0.0239719 0.00961039 0.00923134 0.00757386 0.00723821 0.00956239 0.00975276 0.00878803 0.015044 0.00768727 0.00945042 0.0171524 0.0120468 0.00726554
threshold=18.500000000000004 0.49390243902439029 977.9268823093272 11.500000000000002 0.76568627450980398 49.500000000000007 15.500000000000002 0.16472868217054268 4.5000000000000009 5.5000000000000009 13.500000000000002 0.084219858156028379 1.5000000000000002 977.9268823093272 0.77346041055718484 0.39736842105263165 1.5000000000000002 5.5000000000000009 35.500000000000007 0.11583184257602865 0.13100686498855837 1135.086528240877 0.14854215918045707 0.053342816500711245 2.5000000000000004 3.5000000000000004 5.5000000000000009 0.23606811145510839 0.30151515151515157 1.5000000000000002 0.47673160173160178 0.03883861236802414 0.42206477732793529 0.16472868217054268 2072.0032658042055 0.32200460829493094 1.5000000000000002 798.01459575955221 2554.1430983545456 679.36994087171206 0.44590643274853808 0.35805860805860812 3.5000000000000004 9.5000000000000018 1.5000000000000002 0.38585607940446659 2.5000000000000004 0.7231800766283526 5.5000000000000009 1070.0586822807675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 10 9 -9 -8 17 -12 16 15 -15 -14 -13 -1 29 20 21 -20 -21 -22 26 -26 27 -24 -27 30 32 -32 33 37 -35 -36 -37 38 39 -19 41 45 -43 49 -45 -31 47 -47 -48 -42
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 12 13 14 -16 -17 -18 18 19 22 23 -23 24 -25 25 28 -28 -29 -30 40 31 -33 -34 34 35 36 -38 -39 -40 -41 43 42 -44 44 -46 46 48 -49 -50 -51
leaf_value=4.7650729812164819e-07 -4.5242195415613783e-05 3.920773742720485e-05 0.0010841489718903018 -0.00111814990218374 9.8690484657943734e-05 0.0005125509096874989 -0.00044236960711714347 -0.00021688511025236358 -0.0011877354487856233 0.000600646385185731 0.00081210982711387011 0.00029886559013076212 0.00023080450017005209 -0.00031717114557977766 0.0013295821665616876 -0.0013003765940585912 0.0013788125474820845 0.00051703936028802268 0.001894472415369819 -0.0011719485808585194 -0.00072640335630340912 0.00026155512018557337 -0.00093362297759287888 0.00061216825285147691 0.0012447469136645851 -0.00077573073693834572 -0.0011354485120492704 0.00077391777462749317 0.00030955875255657655 2.3046945817378559e-05 -0.0010996010939124971 -6.4600061061092121e-05 0.00073464005298167954 -0.00040183197267634692 6.4523858759137415e-05 0.0018139038659600458 0.00032039041178759891 -0.00038216848806769125 0.00088292424924374152 -0.0007327403894763578 -0.00028203405954021343 -0.0011346562636869127 1.8940566763005876e-05 -2.2288441346881229e-05 0.0009677612388568034 -0.0016105115367099642 1.0776326845823964e-05 -0.00035486071944030646 -0.00092550392231404246 0.00021970750845579651
leaf_weight=275874 43 20 23 21 31 28 20 43 26 30 42 22 20 65 22 29 20 22 32 21 36 31 27 29 32 23 23 33 57 247 25 953 48 53 142 44 69 161 36 27 300 57 27 139 53 35 212 122 41 95
leaf_count=275874 43 20 23 21 31 28 20 43 26 30 42 22 20 65 22 29 20 22 32 21 36 31 27 29 32 23 23 33 57 247 25 953 48 53 142 44 69 161 36 27 300 57 27 139 53 35 212 122 41 95
internal_value=0 0.000276444 0.00059813 -8.50461e-08 -0.000392726 -1.19948e-08 -6.33492e-08 -0.0002608 -0.000582713 0.00018344 4.77232e-08 0.00019909 5.44446e-05 -0.000179854 9.92492e-05 -0.000675405 0.000813126 -1.09157e-07 -4.97923e-05 0.00014411 0.000471357 0.00109097 -4.9814e-05 -0.000129194 7.10312e-05 0.000353883 -0.000310649 5.52444e-06 -2.46198e-06 -7.27298e-05 -1.36718e-06 -9.10571e-05 0.000144342 9.31968e-05 0.000291506 0.000435612 0.000901935 -0.000155093 0.000275014 -0.000171615 -0.000157634 -0.00026153 -0.000763857 -2.64817e-05 0.000251007 -0.000197305 -0.000330054 -0.000634783 -0.000140953 -0.000161362
internal_weight=0 86 43 279545 52 279493 279465 119 69 50 279346 220 178 136 87 49 42 279126 3252 344 128 63 216 65 195 112 83 60 80 2908 1580 978 602 554 308 255 113 246 85 49 1328 741 84 587 192 657 410 157 253 395
internal_count=279631 86 43 279545 52 279493 279465 119 69 50 279346 220 178 136 87 49 42 279126 3252 344 128 63 216 65 195 112 83 60 80 2908 1580 978 602 554 308 255 113 246 85 49 1328 741 84 587 192 657 410 157 253 395
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=51
num_cat=0
split_feature=3 1 5 1 3 4 10 1 4 9 1 0 1 7 13 8 10 13 1 12 10 5 1 13 1 12 5 0 14 10 5 6 10 6 4 0 10 13 4 10 3 10 13 6 14 13 8 0 13 5
split_gain=0.00260938 0.0173939 0.010787 0.0101533 0.00854719 0.01014 0.00931496 0.00770522 0.0126524 0.0104631 0.0144635 0.0130679 0.0124916 0.0177762 0.0142993 0.0134598 0.0119861 0.0126849 0.0117561 0.0139317 0.0170345 0.0116642 0.0102621 0.00964431 0.0124524 0.0122785 0.0160509 0.0152366 0.0171893 0.0143945 0.0137634 0.0125301 0.0119059 0.0167656 0.0179429 0.0120143 0.0114287 0.0141798 0.0105603 0.00976046 0.00912288 0.00911761 0.00908003 0.00992975 0.010597 0.0089327 0.00861366 0.00854649 0.00792213 0.00779266
threshold=18.500000000000004 2157.1361945500553 3.5000000000000004 2263.042265477196 21.500000000000004 9.5000000000000018 0.54653679653679665 2554.1430983545456 3.5000000000000004 2.5000000000000004 2287.1494267431067 617.77985025136707 2364.0969371768856 3.5000000000000004 0.91833333333333345 1.5000000000000002 0.22361111111111112 0.913664596273292 2423.1344677252664 1.5000000000000002 0.19756097560975613 3.5000000000000004 2311.1327031133555 0.03883861236802414 2452.3200893468074 3.5000000000000004 4.5000000000000009 845.0925897907822 0.13423423423423428 0.27149877149877155 4.5000000000000009 1.0000000180025095e-35 0.12660256410256412 1.5000000000000002 6.5000000000000009 825.38287943763555 0.042572463768115944 0.20256410256410259 7.5000000000000009 0.042572463768115944 23.500000000000004 0.40238095238095245 0.033908045977011504 1.0000000180025095e-35 0.83602150537634423 0.13423423423423428 2.5000000000000004 798.01459575955221 0.12660256410256412 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 8 42 16 -11 48 13 21 18 -15 17 22 19 -14 -21 -13 -10 24 -20 27 32 31 -29 45 39 36 33 34 -27 -35 -25 38 -38 -30 -26 -22 49 -44 -45 -28 -23 -16 -12 -6
right_child=3 2 -4 4 7 6 -8 -9 9 10 11 12 14 15 47 -17 -18 -19 23 20 41 46 -24 25 40 26 29 28 30 -31 -32 -33 -34 35 -36 -37 37 -39 -40 -41 -42 -43 43 44 -46 -47 -48 -49 -50 -51
leaf_value=-1.3104633814250035e-06 3.8693369104023886e-05 -0.00011708351518151983 -0.00081873970837997552 -4.3789692285274981e-05 -0.0001083252492121813 0.0011635057273906568 0.00013374447490215453 -3.7759741112749699e-06 -0.0007653247280319667 0.00097878303058678289 0.00021029281051596627 3.8196005542496487e-05 0.00067565094637261208 0.00066653571239757268 0.00012160087912343444 -0.0010456511353064948 6.3060216413432526e-05 0.00053874290350711714 0.0015838033760071715 -0.00077635536825982861 0.00070387847136728289 0.0016970285147544931 -0.00013042221340139982 0.0014383799873030512 0.00025086696167146211 0.00034913187753938309 -0.00044446740488638168 0.001744287390860596 0.0011362681053287815 0.00020634991032302214 0.0016067935907769773 8.6840612169669464e-05 -7.1462748984234958e-05 0.00056664653670703685 0.0016911766442353838 -0.00077619662172057568 0.00045134977236182964 -5.8178577149335882e-05 0.0018774204402385902 -0.00013155552640830773 0.0013264535399882692 -0.00022797122464648315 -0.0004630527160424251 6.9373761489047032e-05 -0.00044185625475897132 -0.0015557789811723385 0.00072405839063044962 -0.0010751087990954417 -0.00024023338782120938 -0.0007575806541394235
leaf_weight=200568 19802 2506 56 12260 95 32 70 34497 69 52 140 28 44 22 25 24 5067 66 26 100 42 45 820 32 138 66 40 35 20 43 21 503 259 31 40 36 34 76 21 63 23 70 126 855 115 33 46 37 322 90
leaf_count=200568 19802 2506 56 12260 95 32 70 34497 69 52 140 28 44 22 25 24 5067 66 26 100 42 45 820 32 138 66 40 35 20 43 21 503 259 31 40 36 34 76 21 63 23 70 126 855 115 33 46 37 322 90
internal_value=0 -2.9641e-06 -0.00013242 7.87046e-06 -2.89438e-06 -3.96592e-05 0.000456807 7.35636e-06 4.6384e-05 6.83182e-05 0.000153491 0.000136221 0.000191015 0.000607943 0.00015399 -0.000226779 3.2436e-05 -0.000130049 0.000179762 -0.000133992 -0.000302031 0.000930609 -0.0001797 0.000231918 0.000568486 0.0001854 2.8422e-06 0.000309676 0.000785828 -0.000519365 0.00046327 0.000210299 0.000143065 0.000464235 0.000855564 -0.000154881 0.000591278 0.000384352 0.000995849 0.000173944 0.000404522 0.000121472 -0.000100169 -4.54777e-05 8.76402e-06 -0.000946841 0.0012052 -0.000592565 -0.00010371 -0.000424179
internal_weight=0 203130 2562 76501 56699 12362 102 44337 9840 8559 2537 2485 2023 165 1858 46 6022 955 1796 256 212 119 889 1540 187 1353 548 805 139 116 104 666 432 173 106 67 163 131 55 83 161 112 1281 1096 970 73 91 62 462 185
internal_count=279631 203130 2562 76501 56699 12362 102 44337 9840 8559 2537 2485 2023 165 1858 46 6022 955 1796 256 212 119 889 1540 187 1353 548 805 139 116 104 666 432 173 106 67 163 131 55 83 161 112 1281 1096 970 73 91 62 462 185
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=51
num_cat=0
split_feature=7 0 6 9 11 8 13 14 3 14 13 4 13 0 4 1 3 1 3 3 1 10 4 0 0 0 13 14 14 4 10 13 2 9 0 14 3 6 12 0 14 10 10 14 13 8 0 1 13 0
split_gain=0.00273327 0.00417252 0.0108084 0.0105413 0.0092825 0.0075129 0.0101194 0.0110381 0.00865885 0.00788424 0.00756343 0.00688683 0.00607858 0.00606128 0.0059051 0.007502 0.00627043 0.00954599 0.00579075 0.00802392 0.00651256 0.018171 0.0132653 0.0119173 0.010572 0.00759698 0.0114614 0.00945152 0.00751341 0.0130664 0.00668894 0.0057867 0.0111434 0.00896403 0.00856268 0.00842925 0.00760926 0.0125049 0.0173114 0.0176306 0.0115028 0.0104026 0.0116124 0.00957043 0.00947246 0.0088542 0.012247 0.0163698 0.0121791 0.00798169
threshold=1.0000000180025095e-35 757.83164246805711 1.0000000180025095e-35 2.5000000000000004 0.060661764705882359 3.5000000000000004 0.096006144393241177 0.54653679653679665 24.500000000000004 0.84731934731934744 0.087595907928388769 3.5000000000000004 0.028991596638655467 755.3515593304021 6.5000000000000009 2904.5200653263769 23.500000000000004 2588.1722553952563 27.500000000000004 28.500000000000004 2503.1236745302976 0.11834733893557424 6.5000000000000009 851.91169544844706 845.0925897907822 876.4685166017922 0.34698996655518399 0.24190177638453506 0.15894736842105264 6.5000000000000009 0.42705167173252284 0.11834733893557424 1.5000000000000002 4.5000000000000009 818.89450838190703 0.037749287749287756 20.500000000000004 2.5000000000000004 8.5000000000000018 1104.0542682349771 0.70135135135135152 0.92724867724867732 0.36899313501144165 0.13423423423423428 0.037749287749287756 2.5000000000000004 983.43194644661196 2790.319728588885 0.031754032258064523 1061.8284994139024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 9 -7 8 -8 12 -11 -6 14 -1 16 -16 17 -5 20 -20 -14 22 23 -22 -23 30 27 28 29 -27 -26 32 -4 35 -35 -34 41 38 -38 44 43 42 -37 45 -40 49 47 -47 -48 -39
right_child=-2 2 31 5 11 6 7 -9 -10 10 -12 -13 18 -15 15 -17 -18 -19 19 -21 21 24 -24 -25 25 26 -28 -29 -30 -31 -32 -33 33 34 -36 36 37 40 39 -41 -42 -43 -44 -45 -46 46 48 -49 -50 -51
leaf_value=7.2863685814570055e-07 -4.4264187187736901e-06 3.6786109877339733e-05 -0.0011893174078847681 5.6764387959101856e-05 -0.0011609158940700582 -0.00081612621954186497 -0.00060432274343232473 0.0010925696795484761 0.00052862193428714261 0.0013806219894225554 0.00033755254763592453 -0.00021589578103217087 0.00019752644097079713 -0.00018679622432393641 2.9702467369273878e-05 -0.0012099668568344383 0.00083181107171264527 -0.00094155717569474997 0.0014048141874809517 0.00028065410095446731 -0.0019474448675861245 -0.00039801816635645084 0.00032082458751069178 -0.00054211968235904349 0.0012912315147166904 -0.00058731796867659994 0.0012628867135693631 -0.00074680308262031758 0.00087640079345874256 0.00063405548692283377 0.00014972362578624773 1.636719779848462e-05 -0.00047315914311807036 -0.00018430518486473542 0.0010745242097514815 -2.6828944575307861e-05 0.00014613933639984141 -0.00075892766586835747 -0.002044266720768064 0.00017171562305355278 -0.00065969616590235911 2.2185887723475978e-05 -0.0002378650066642858 7.8197311577712074e-05 -0.00062982375464594833 -0.00031191577270094843 -0.0014305956165550188 0.001369078187320459 0.00010088156015947735 -2.0984870385771301e-05
leaf_weight=89271 155195 10825 21 303 24 47 48 21 26 24 63 98 1830 433 26 23 23 26 22 57 22 64 27 48 33 47 21 32 32 41 21 13777 111 22 35 1246 1669 114 20 44 90 1682 1367 464 29 28 21 30 34 54
leaf_count=89271 155195 10825 21 303 24 47 48 21 26 24 63 98 1830 433 26 23 23 26 22 57 22 64 27 48 33 47 21 32 32 41 21 13777 111 22 35 1246 1669 114 20 44 90 1682 1367 464 29 28 21 30 34 54
internal_value=0 5.52057e-06 2.02348e-05 5.44344e-05 3.18982e-05 0.00013872 -0.000216037 8.08489e-05 -0.000206261 0.000156808 0.000625296 -0.000401801 0.000141701 -1.76543e-07 -3.79207e-05 -0.000552183 3.3667e-05 -2.21303e-05 0.000173058 0.000593711 0.000158076 -2.79936e-05 -0.000620652 -0.000983793 0.000169559 0.000329581 0.000167977 1.6707e-05 0.00022031 -1.8269e-05 0.000847312 -2.51355e-06 -3.92485e-05 -3.58276e-05 0.00058866 -4.09105e-05 -3.39489e-05 3.36149e-05 0.000109144 -0.000554782 -0.000125765 -7.48018e-05 -0.000137233 -6.12634e-05 -0.00120715 -0.000291547 5.06741e-05 0.000557564 -0.000483864 -0.000521732
internal_weight=0 124436 34732 13874 10947 2927 142 95 74 2785 87 122 2698 89704 401 49 352 329 2297 79 2218 388 97 70 291 227 173 152 120 88 54 20858 7081 7060 57 7003 6892 2597 1762 93 835 4295 2613 745 49 281 113 58 55 168
internal_count=279631 124436 34732 13874 10947 2927 142 95 74 2785 87 122 2698 89704 401 49 352 329 2297 79 2218 388 97 70 291 227 173 152 120 88 54 20858 7081 7060 57 7003 6892 2597 1762 93 835 4295 2613 745 49 281 113 58 55 168
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=51
num_cat=0
split_feature=7 13 14 11 10 1 4 1 0 13 6 7 1 14 14 1 4 10 2 14 0 3 0 12 0 9 10 3 7 5 0 14 1 0 0 10 12 3 9 14 3 10 10 10 0 13 10 10 10 14
split_gain=0.00264825 0.00453581 0.00878168 0.00763554 0.00741757 0.0155598 0.00739693 0.00698973 0.00696848 0.00696352 0.0107479 0.0095964 0.0164399 0.0128402 0.029147 0.010378 0.00867404 0.0121807 0.0114479 0.00836323 0.00795405 0.012992 0.0126999 0.0107411 0.00973861 0.00758316 0.0109666 0.00693605 0.00671222 0.00999122 0.0233363 0.0181099 0.00971534 0.00928627 0.00664786 0.00951159 0.0160028 0.00920049 0.00801617 0.0077873 0.00708697 0.00637187 0.00618578 0.00605688 0.00601873 0.00599135 0.00586954 0.00557202 0.00552684 0.0066312
threshold=3.5000000000000004 1.0000000180025095e-35 0.61651583710407254 0.032795698924731186 0.95060975609756104 2019.0226500378151 3.5000000000000004 2503.1236745302976 1364.7041533538422 0.053342816500711245 7.5000000000000009 7.5000000000000009 2904.5200653263769 0.50581395348837221 0.42640692640692646 2763.170641305167 3.5000000000000004 0.31643132220795894 2.5000000000000004 0.6984848484848486 957.12540010465557 23.500000000000004 989.51400485044212 6.5000000000000009 770.6416952900895 2.5000000000000004 0.2022727272727273 49.500000000000007 9.5000000000000018 3.5000000000000004 1146.5960345662522 0.66987179487179505 2571.3753443570063 1095.150540518749 1113.5670458188422 0.92450142450142458 6.5000000000000009 36.500000000000007 2.5000000000000004 0.15075757575757578 34.500000000000007 0.33012820512820518 0.05634920634920635 0.053342816500711245 815.90331358780702 0.40270270270270275 0.95916666666666683 0.1126984126984127 0.19139194139194141 0.16843971631205676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 34 9 5 -4 -7 -6 44 10 11 13 -13 14 20 -16 19 42 -19 -15 21 24 -22 48 -3 -23 -27 28 -11 33 31 46 -33 45 37 36 38 40 39 -36 43 -28 -18 -2 -5 -30 -31 -46 -24 -50
right_child=1 3 4 8 7 6 -8 -9 -10 27 -12 12 -14 16 15 -17 17 18 -20 -21 22 25 23 -25 -26 26 41 -29 29 30 -32 32 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 47 -47 -48 -49 49 -51
leaf_value=1.0236361244820081e-06 -0.0010695728632113472 2.8514863273206478e-05 -0.0001467800338336478 6.8508019731697547e-05 5.8551697122097457e-05 6.8437119261943741e-05 0.00098014128125214497 -0.0011016472675172346 0.00034397276039646173 -1.3887158734819823e-05 -0.0010073653812287375 0.0014975074832738542 -0.00017269315139856189 0.00098833609898065335 0.00072743518643879476 0.0023188917795778255 -0.00069060744368471211 -0.00039591811655554922 -0.0020673918936933793 -0.00031503649570368002 0.0012061223802019789 -0.0007050364138098974 -0.00062889199621314488 0.00072778997306998533 0.0012155033854974642 -0.00063459469479645002 0.0010801524971611799 0.00084883095570030098 -0.0018876414489932361 0.00039083971672274249 -0.0011433942057192327 -0.0010424787483756402 0.00029748723342587859 -1.3058690819889307e-05 0.00086856109335023022 -0.00032098887694508341 0.0012425179360434414 -0.0010342772776336486 -0.00087231802975847614 -0.00020202505427999027 0.00065838243515992708 -5.2359150895090014e-05 0.00051171973793079026 -0.00022504438690824319 0.00014012003417259881 -0.00067843709978097607 0.001291783903083154 -0.00074804174309483151 0.00043389910089038157 -0.00022660285042212834
leaf_weight=267780 22 48 111 44 34 32 73 21 34 9417 20 34 26 20 21 20 20 20 21 32 34 76 31 65 27 41 23 23 20 48 40 31 24 23 29 99 35 37 21 41 22 27 23 607 21 21 29 111 76 76
leaf_count=267780 22 48 111 44 34 32 73 21 34 9417 20 34 26 20 21 20 20 20 21 32 34 76 31 65 27 41 23 23 20 48 40 31 24 23 29 99 35 37 21 41 22 27 23 607 21 21 29 111 76 76
internal_value=0 -2.31296e-05 -0.000115976 -1.2824e-05 0.000133963 0.000265962 0.000702289 -0.000384433 -0.000311337 -6.82919e-06 0.000136787 0.000166857 0.000773754 0.000114911 0.0002199 0.00150376 -0.000321255 -0.000635431 -0.00125204 0.000186261 0.000119445 -9.08431e-05 0.000299906 0.000175666 0.000455831 -0.000336355 -2.84458e-05 -1.84212e-05 -2.04876e-05 -0.000283861 -8.54121e-05 0.000235189 -0.000457766 -0.000817193 -0.000190164 4.57635e-05 0.000333926 -0.00026732 -1.55322e-05 0.000241503 -0.00022373 0.000468596 -4.75022e-05 -0.000254583 -0.00043793 -0.00126829 0.000730156 -0.000606743 -2.04434e-05 0.000103648
internal_weight=0 11851 1184 10667 271 216 105 55 210 10457 781 761 60 701 565 41 136 84 41 52 524 242 282 248 75 167 91 9676 9653 236 172 132 55 64 913 225 126 688 91 70 651 50 43 629 176 41 77 132 183 152
internal_count=279631 11851 1184 10667 271 216 105 55 210 10457 781 761 60 701 565 41 136 84 41 52 524 242 282 248 75 167 91 9676 9653 236 172 132 55 64 913 225 126 688 91 70 651 50 43 629 176 41 77 132 183 152
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=51
num_cat=0
split_feature=3 1 1 6 10 14 3 7 1 6 8 1 14 5 8 13 8 3 6 4 0 8 14 10 7 0 14 5 1 3 1 8 9 9 0 6 12 5 10 0 4 7 7 10 6 1 0 4 13 0
split_gain=0.00257552 0.0162685 0.0089923 0.00869636 0.0101313 0.00958115 0.00813117 0.0147333 0.0118069 0.0112691 0.0113475 0.00883063 0.0123808 0.00932373 0.00877732 0.00868732 0.00866773 0.00826764 0.00856886 0.00810092 0.0076271 0.00876272 0.00743262 0.00766242 0.00709538 0.00860564 0.00957876 0.00814721 0.00784007 0.00751454 0.00712218 0.0126778 0.0103439 0.00722229 0.00963112 0.0097274 0.00698431 0.00728673 0.0114887 0.00696625 0.0071221 0.00743573 0.00684768 0.00934086 0.0108422 0.00913707 0.00913201 0.0134453 0.0090249 0.0143031
threshold=16.500000000000004 1925.0712920527774 2010.0693574974659 5.5000000000000009 0.27149877149877155 0.66260162601626027 19.500000000000004 2.5000000000000004 2217.1926524768464 4.5000000000000009 2.5000000000000004 2287.1494267431067 0.037749287749287756 4.5000000000000009 8.5000000000000018 0.57321428571428579 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 6.5000000000000009 570.24145417226862 1.0000000180025095e-35 0.63245614035087727 0.063508064516129045 2.5000000000000004 957.12540010465557 0.05634920634920635 1.5000000000000002 1799.7773659418742 17.500000000000004 1820.9047752929355 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 671.0170443977488 1.5000000000000002 1.5000000000000002 5.5000000000000009 0.41763565891472876 594.28164584295212 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 0.95293466223698797 1.0000000180025095e-35 2027.995243810725 726.03325916382551 7.5000000000000009 0.84731934731934744 1013.9723183850269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 24 5 -5 7 8 9 10 17 12 -8 42 -15 16 -9 18 -4 -1 -10 39 23 -21 27 26 -26 28 -2 -29 31 -31 -33 -32 -35 -36 -19 -38 -39 -22 -41 -42 46 45 -45 -44 47 -14 -48 -50
right_child=2 -3 6 4 -6 -7 11 15 20 -11 -12 -13 13 14 -16 -17 -18 36 -20 22 21 -23 -24 -25 25 -27 -28 29 -30 30 33 32 -34 34 35 -37 37 38 -40 40 41 -43 43 44 -46 -47 48 -49 49 -51
leaf_value=-2.9637233137415493e-06 0.0010997798155239296 -0.00011303614466611898 5.0007084112040667e-05 0.00014619565242901444 0.00013678346973723489 0.0014203515291127487 -0.0011631730386787761 -0.00036263407044401577 0.00012635882038531627 -0.00044488344634206083 -0.00010481715671370765 -2.9516122025866817e-07 3.8891624077927368e-05 -1.2482225750730475e-05 0.00067459047744744159 -0.0005518295391977252 -1.9543225929422485e-05 0.00021640438012824264 -4.7572701277379454e-05 0.00043221932226786405 -0.00036857898602668282 -0.00018279580227006362 -7.3514780134456345e-05 9.7932274822625821e-05 0.00035994754611622809 -0.00018800439840411222 -1.2652486897129779e-05 2.9550792986511061e-06 0.00012898811534343914 0.0012248083398762074 3.668066915483348e-05 -1.3350921574749887e-05 0.00054978707645093774 0.00010485568225432748 0.00076637203375058661 2.0740487232262187e-05 5.7772732207710969e-05 0.00040969519261405086 -0.00089062957736967636 -1.2428079783161382e-05 0.0011599107110803878 -3.6779362708330162e-05 0.00059031212629431849 0.0011189727909176759 0.00020840355005992368 2.168124258774596e-05 0.00023610127592250949 -0.00096052045449362814 -0.00096717152585525351 0.00029270545605686494
leaf_weight=168893 21 3338 3854 25 154 36 21 299 350 141 2081 53257 372 4228 47 164 479 733 5405 188 133 2130 587 1944 182 677 3301 7897 2155 33 4144 216 131 644 126 67 3845 26 49 1271 27 25 72 38 234 3756 1707 37 41 50
leaf_count=168893 21 3338 3854 25 154 36 21 299 350 141 2081 53257 372 4228 47 164 479 733 5405 188 133 2130 587 1944 182 677 3301 7897 2155 33 4144 216 131 644 126 67 3845 26 49 1271 27 25 72 38 234 3756 1707 37 41 50
internal_value=0 -3.71182e-06 6.20344e-06 3.65369e-05 0.000352801 0.000898156 -8.76351e-07 -2.78565e-05 -1.87859e-05 1.55918e-07 4.07954e-06 8.001e-06 4.96712e-05 5.20781e-05 -4.92844e-06 -0.000221113 -0.000151399 2.03686e-05 -6.95573e-06 -1.58537e-06 -9.643e-05 -0.000118175 8.40325e-05 0.00012741 3.30666e-05 -2.48881e-05 6.81728e-06 4.86875e-05 0.000138357 3.39702e-05 7.9657e-05 0.000288308 0.000199246 6.37391e-05 0.000197706 0.000507526 7.47414e-05 4.82519e-05 -0.00043985 -2.36394e-05 1.1037e-05 0.000584579 9.07181e-05 5.24938e-05 0.000335615 3.23765e-05 0.000161728 -5.15197e-05 0.000210237 -0.000274931
internal_weight=0 174950 104681 19809 215 61 84872 21012 20070 16134 15993 63860 10603 10582 4275 942 778 13912 9259 171612 3936 3586 2719 2132 19594 4160 3483 15434 2176 13258 5361 380 347 4981 837 193 4653 3920 75 1456 1323 52 6307 4100 272 3828 2207 409 1798 91
internal_count=279631 174950 104681 19809 215 61 84872 21012 20070 16134 15993 63860 10603 10582 4275 942 778 13912 9259 171612 3936 3586 2719 2132 19594 4160 3483 15434 2176 13258 5361 380 347 4981 837 193 4653 3920 75 1456 1323 52 6307 4100 272 3828 2207 409 1798 91
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=51
num_cat=0
split_feature=7 3 1 5 1 13 14 10 9 5 0 14 3 0 10 0 10 9 0 14 9 6 0 1 13 6 10 1 1 0 8 3 6 0 14 1 9 0 10 6 0 6 0 0 0 14 2 10 14 14
split_gain=0.00262672 0.00403234 0.0111272 0.00982183 0.00835194 0.00603559 0.00567694 0.0055253 0.0147103 0.013871 0.0147481 0.0124904 0.00865148 0.0132897 0.0131657 0.0135274 0.010379 0.0117548 0.00864567 0.00807858 0.00921433 0.00857316 0.0125672 0.00848796 0.00784608 0.00827132 0.00780195 0.00876409 0.00763473 0.00739936 0.00652764 0.00642315 0.0112193 0.00638773 0.00629989 0.00801539 0.00774708 0.00739825 0.00852991 0.0062664 0.00623938 0.00612253 0.00606015 0.0058564 0.00690013 0.00583123 0.00580661 0.0058036 0.00851441 0.00576365
threshold=1.0000000180025095e-35 16.500000000000004 1925.0712920527774 1.5000000000000002 2027.995243810725 0.55718954248366026 0.77032967032967048 0.77598566308243744 1.5000000000000002 1.0000000180025095e-35 1124.0910823067372 0.12060606060606062 9.5000000000000018 592.26283036141206 0.68496240601503777 486.27124121777877 0.71240601503759404 2.5000000000000004 861.95849707912703 0.080540540540540564 2.5000000000000004 3.5000000000000004 535.58625115744871 1820.9047752929355 0.21807065217391305 3.5000000000000004 0.12347560975609757 1737.860153578647 1758.7599478134355 1321.1033005038273 1.5000000000000002 14.500000000000002 1.5000000000000002 899.47091450355208 0.72850122850122856 1234.5373967394241 3.5000000000000004 543.804065378107 0.082207207207207214 1.5000000000000002 553.78493563180712 1.0000000180025095e-35 462.5928975098721 511.60709520586209 595.95723742643202 0.18634259259259262 2.5000000000000004 0.68819444444444455 0.18634259259259262 0.15075757575757578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 6 -4 -3 12 9 10 -9 -10 13 16 19 -16 17 42 -17 20 -14 30 45 26 31 33 46 -28 -22 39 34 -13 41 49 36 -36 -21 38 -38 -11 -39 -33 -1 -37 -45 -23 -24 48 -20 -26
right_child=-2 4 3 -5 -6 -7 -8 8 11 29 -12 24 14 -15 15 18 -18 -19 47 21 28 22 23 -25 25 -27 27 -29 -30 -31 -32 32 -34 -35 35 43 37 40 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=8.7777165515225627e-05 -4.3392846916645869e-06 6.3525153474406495e-05 2.7901874723682885e-06 -0.00024238658108352259 9.6271200638755332e-06 -0.00030223790573209394 0.00023998888679207264 5.5875352474923234e-05 0.00037769154178247298 -4.680692520433552e-06 0.0011854624464016023 -6.1342144749380095e-05 -0.00013664372801541194 -0.00028449332994842218 -0.00010265951374221002 0.0002080746710486618 -0.00015075109792139261 -0.000120480647566489 0.00099179523167549646 4.8778454739740641e-05 0.00017266956261467509 0.0014073983632260933 8.7476201781144664e-05 -0.00062239595276878399 0.00034416073962262317 -0.00099855878168974817 0.00020741861113772478 0.001155512014326329 -0.00010099654071678735 -0.0007022827780113006 -2.4094687111580022e-05 0.00010493531948211546 -0.00042343246235944116 -0.00061179106823924551 0.00011507702685122046 3.6609463591146464e-05 -2.9265992022930678e-05 0.00083221299032629767 -0.00043572848899421814 -7.6300933851513816e-05 5.5714243615178779e-06 0.00054339034863880298 -1.6589122027148915e-06 -0.00028972498434768024 -6.3943840645235302e-05 0.00049078161504967431 -0.0006587889855788825 -0.00033669363884314407 -0.00018876710985620907 -0.00013498158661812138
leaf_weight=2793 155195 4286 1425 846 22541 183 510 8051 144 25923 29 2052 1698 466 518 2169 1208 1597 24 21689 581 20 83 40 64 28 130 30 454 39 6365 203 69 69 812 1045 268 24 249 3462 467 131 5885 419 1759 131 38 128 42 3249
leaf_count=2793 155195 4286 1425 846 22541 183 510 8051 144 25923 29 2052 1698 466 518 2169 1208 1597 24 21689 581 20 83 40 64 28 130 30 454 39 6365 203 69 69 812 1045 268 24 249 3462 467 131 5885 419 1759 131 38 128 42 3249
internal_value=0 5.4119e-06 6.36127e-07 -0.000104479 2.23751e-05 -3.19238e-05 8.22901e-05 3.36161e-06 -9.73431e-06 1.90247e-06 5.99296e-05 -8.2363e-05 1.45062e-05 -2.27375e-05 2.58637e-05 0.000128745 -1.2115e-05 4.18407e-06 0.000179472 1.76989e-05 -6.49661e-05 2.4429e-05 0.000236019 5.90669e-05 -9.36585e-05 -0.000142728 0.000156072 0.000385186 5.26267e-05 -1.40321e-05 2.14115e-05 -2.5501e-05 0.000156995 -0.000135642 3.22467e-05 -2.53216e-05 4.2481e-05 -9.30205e-05 -0.000225028 -1.31186e-05 4.59775e-05 0.000276904 2.71259e-05 -6.06935e-05 -0.000107379 0.000612188 -0.000146888 -0.000140319 0.000240528 -0.000125726
internal_weight=0 124436 97099 2454 27337 1608 4796 94645 43513 37504 8080 6009 51132 11949 39183 2881 11483 10275 2363 36302 2733 33569 472 321 5865 3410 281 160 1035 29424 33097 2455 403 3382 26732 4035 22697 1008 517 29385 491 334 8678 3223 2178 151 121 194 66 3313
internal_count=279631 124436 97099 2454 27337 1608 4796 94645 43513 37504 8080 6009 51132 11949 39183 2881 11483 10275 2363 36302 2733 33569 472 321 5865 3410 281 160 1035 29424 33097 2455 403 3382 26732 4035 22697 1008 517 29385 491 334 8678 3223 2178 151 121 194 66 3313
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=51
num_cat=0
split_feature=4 1 14 5 10 0 1 13 8 0 8 14 3 1 1 12 14 4 8 13 4 7 14 8 4 0 14 14 12 8 1 14 10 0 7 1 14 4 5 10 13 10 0 8 7 10 8 1 12 14
split_gain=0.00250405 0.00383498 0.0063119 0.00464057 0.00559746 0.0058699 0.00960764 0.00297949 0.00426588 0.00395483 0.00281124 0.00276997 0.00273939 0.0134179 0.0108233 0.0100703 0.0174322 0.0168377 0.0103215 0.0096848 0.00826363 0.00798953 0.00725517 0.00807039 0.00719836 0.0108311 0.0088048 0.0082592 0.0221307 0.0145166 0.0102188 0.00840422 0.0124343 0.00741538 0.0156858 0.00717369 0.00795639 0.0113942 0.0107938 0.0123107 0.0285084 0.0159879 0.0144025 0.0115928 0.0101496 0.00876033 0.0130938 0.0116962 0.00930836 0.00792555
threshold=1.0000000180025095e-35 2438.1594628963853 0.25265957446808512 3.5000000000000004 0.71240601503759404 1046.9030864338465 2054.0833906096768 0.043961352657004842 1.5000000000000002 551.82729770270703 1.5000000000000002 0.30495169082125612 23.500000000000004 2692.3630167879473 2571.3753443570063 5.5000000000000009 0.087595907928388769 6.5000000000000009 1.0000000180025095e-35 0.16869918699186995 4.5000000000000009 1.0000000180025095e-35 0.30151515151515157 1.0000000180025095e-35 7.5000000000000009 1113.5670458188422 0.053342816500711245 0.61200716845878145 1.5000000000000002 1.5000000000000002 2019.0226500378151 0.58434959349593507 0.26393188854489169 845.0925897907822 2.5000000000000004 2554.1430983545456 0.52086956521739147 4.5000000000000009 4.5000000000000009 0.25265957446808512 0.31643132220795894 0.90550595238095244 1264.1367493995072 2.5000000000000004 1.5000000000000002 0.043961352657004842 2.5000000000000004 2588.1722553952563 4.5000000000000009 0.043961352657004842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 6 7 -6 9 -9 11 -5 13 24 -14 18 17 -17 21 22 -20 -15 23 -18 35 26 33 31 29 30 -29 -28 -33 34 -26 -2 38 -38 39 40 45 -41 44 -40 -43 46 47 48 -37 -47
right_child=12 2 -4 4 5 -7 -8 8 -10 -11 -12 -13 14 15 -16 16 19 -19 20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 -32 32 -34 -35 -36 36 37 -39 43 41 -42 42 -44 -45 -46 49 -48 -49 -50 -51
leaf_value=-0.00014120517204998506 -1.0809286586312209e-06 1.0708831509606064e-05 -0.00099340268362570444 -0.00032695062362754181 -0.00022757475265468697 -0.00059328883909620352 0.00098683484264516417 -0.00016153703998422015 2.0031084750371521e-05 0.0005575898036926098 -0.00050114166709655755 0.00036577106306881268 0.00010991067570038994 0.00025900050975807202 5.2494589353169107e-06 -0.00080482000997844378 -0.0002294439913478131 0.00028659758171387264 0.00036598937774731503 0.00098568191141548234 -0.00040367825947950129 -0.00024644994197575747 -0.00049178065655723917 0.00065146407095408693 0.00034269094542979791 -7.0396694962134411e-05 5.3044224930654237e-05 0.00013497766308191616 0.00063309540451622788 0.00036964591746834618 -0.00051712116711334513 -0.0010026807281277837 -1.5058283220195787e-05 1.6869452566156019e-05 0.0016838502927384981 -0.00111222559697831 0.00049064200154404984 -0.00044923451387873515 -0.00065502587106881565 0.00018280406991152411 0.00041553420570011987 -0.00038142840667786278 4.0784012217274292e-05 -8.5424523070692324e-05 -0.0014247151307626479 0.0003987471025099914 0.00096443133037869963 2.3436739509095247e-05 6.0825409794536737e-06 -0.00045305942134229218
leaf_weight=636 235378 34 29 31 53 25 35 24 170 94 56 27 2698 147 29253 84 39 61 37 49 607 167 32 78 238 1458 4107 107 224 171 137 47 99 142 24 49 37 251 143 1029 185 94 205 238 31 29 28 216 30 468
leaf_count=636 235378 34 29 31 53 25 35 24 170 94 56 27 2698 147 29253 84 39 61 37 49 607 167 32 78 238 1458 4107 107 224 171 137 47 99 142 24 49 37 251 143 1029 185 94 205 238 31 29 28 216 30 468
internal_value=0 -7.16534e-05 -0.000451501 -5.08625e-05 6.07064e-05 0.000148597 0.000197924 0.000116951 0.000180354 0.000411327 -0.000248452 -4.47673e-06 3.12435e-07 -1.47328e-06 1.40872e-05 -0.000161622 7.08597e-05 -0.000345672 -0.000244859 0.000375896 -0.000359458 -9.82186e-06 0.000175362 0.000357828 -6.23433e-07 5.02792e-05 8.35015e-05 6.49746e-05 0.000232582 1.64011e-05 -0.00023116 3.97921e-05 -0.000332992 0.000307842 0.000465545 -2.06546e-06 -7.8471e-05 -0.000328486 -5.22399e-05 -1.2436e-05 -0.000145119 8.56848e-05 -0.000217151 -0.000299212 -0.000640164 -0.000271608 -6.8886e-05 -0.000166964 -0.000687552 -0.000403356
internal_weight=0 1214 63 1151 515 401 376 341 288 118 114 58 278417 246466 31951 1301 343 145 958 198 644 314 149 117 245165 6754 5296 4892 639 415 244 4253 146 404 262 238411 3033 288 2745 2364 1005 1359 330 381 125 820 323 295 79 497
internal_count=279631 1214 63 1151 515 401 376 341 288 118 114 58 278417 246466 31951 1301 343 145 958 198 644 314 149 117 245165 6754 5296 4892 639 415 244 4253 146 404 262 238411 3033 288 2745 2364 1005 1359 330 381 125 820 323 295 79 497
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=51
num_cat=0
split_feature=7 5 4 3 1 11 14 14 0 13 0 2 9 3 14 13 13 0 3 1 14 5 13 3 0 14 10 0 4 4 12 10 10 3 6 5 10 13 13 6 0 0 12 3 1 14 3 14 7 5
split_gain=0.00253462 0.00433959 0.00429369 0.0076527 0.00691395 0.0061848 0.0052656 0.0113728 0.0186242 0.00886034 0.0068053 0.00555973 0.00929861 0.0133077 0.00700863 0.006209 0.00886686 0.00605054 0.00567497 0.0109454 0.0193252 0.0116685 0.0140501 0.0108615 0.0113014 0.00977273 0.0134728 0.0108745 0.00748225 0.00675343 0.00637022 0.00573188 0.00545252 0.0105212 0.00943518 0.00857262 0.0097913 0.0169719 0.0126977 0.0102873 0.0155733 0.0100986 0.0135051 0.0167974 0.0088825 0.00796439 0.00691308 0.00639884 0.00555235 0.00999086
threshold=3.5000000000000004 18.500000000000004 10.500000000000002 45.500000000000007 2588.1722553952563 0.054093567251461992 0.64400921658986188 0.49418604651162795 1124.0910823067372 0.072299651567944254 972.47622060718538 4.5000000000000009 3.5000000000000004 31.500000000000004 0.17445652173913045 0.053342816500711245 0.20881782945736438 809.90619584897706 41.500000000000007 4197.4883033117148 0.28730158730158734 7.5000000000000009 0.32200460829493094 42.500000000000007 1321.1033005038273 0.099019607843137278 0.48074074074074075 1433.692583700579 12.500000000000002 13.500000000000002 8.5000000000000018 0.3816526610644258 0.97014260249554385 32.500000000000007 1.5000000000000002 3.5000000000000004 0.95742753623188415 0.26393188854489169 0.26393188854489169 1.5000000000000002 1086.8692189335923 1187.5997340955021 5.5000000000000009 28.500000000000004 2846.3956359091098 0.16843971631205676 26.500000000000004 0.04819976771196284 1.5000000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 11 9 -9 -8 12 18 -14 -13 -15 -17 -16 19 30 21 22 25 -20 -25 26 -21 -28 -22 31 32 -27 33 35 -34 36 38 41 -6 -40 -41 42 43 -38 -37 -36 -46 -35 -49 -50
right_child=-2 -3 3 -5 5 -7 10 8 -10 -11 -12 14 13 15 17 16 -18 -19 23 20 28 -23 -24 24 -26 29 27 -29 -30 -31 -32 -33 34 47 45 44 37 -39 39 40 -42 -43 -44 -45 46 -47 -48 48 49 -51
leaf_value=3.1722061887471192e-07 -2.2627974555982062e-05 0.00049196747998293074 0.00080806904513224258 -0.00068859944595632528 -0.00012208667196773605 0.00070938535437390618 0.00027348415405001667 0.0010013865264045308 0.0019400628810260622 -0.00034016390200122262 -0.00087790960802301547 0.00013867724987375008 -0.00018324222423521302 0.00012937965026746194 -0.00022425325199340783 0.0016504846696713657 0.00049996036032098348 -0.0013278394967884473 0.0012880985489503545 -0.0007323501288050377 -0.0019449715921655297 0.00057653014558197292 0.0009997732141710004 -0.0004675680893391522 0.00098467531076624126 -0.00054318607505410917 0.0011091810576423693 -0.00028790023374872714 -0.00062263680877589183 -0.00022871038462552761 -0.00047127661673584953 -0.0015607500146518672 0.00031359145859590713 -0.00025639655530362583 -0.0001432191173080355 0.00075400994750312884 0.00076843648114138189 -0.00042536184390835273 -0.00015805634797693024 0.0015901658804472795 3.3245324398037693e-05 0.00017872603857540528 0.00019098236178979281 0.0026072208000266035 -0.00098809851691699941 -0.0013610138169024141 -0.00014463580699980783 0.00065263966854702503 -0.00027272384783338146 0.00046794284232425142
leaf_weight=265339 11851 45 32 33 324 37 21 20 21 32 33 43 52 24 27 33 34 23 26 41 20 52 20 37 21 25 30 26 23 36 52 31 39 41 29 26 27 38 36 36 29 43 25 23 26 25 370 137 65 152
leaf_count=265339 11851 45 32 33 324 37 21 20 21 32 33 43 52 24 27 33 34 23 26 41 20 52 20 37 21 25 30 26 23 36 52 31 39 41 29 26 27 38 36 36 29 43 25 23 26 25 370 137 65 152
internal_value=0 1.00143e-06 9.18915e-07 6.7552e-05 7.81119e-05 6.8091e-05 5.77476e-05 6.95093e-05 0.00068334 0.000175817 -0.000430145 4.88311e-05 6.57902e-05 0.000454833 -0.000329377 0.000819448 0.00106664 -0.000731903 3.69797e-05 1.87001e-05 -0.000255519 -9.37079e-05 -0.000260466 0.000438913 5.82442e-05 -0.000393824 -4.36735e-05 0.000460536 -0.00123768 -0.000763005 7.27265e-05 -0.00110648 9.16991e-05 0.00011636 -0.000279018 3.02815e-05 0.00015486 0.000493653 3.05035e-05 0.000520001 0.00089554 0.000789607 0.00113985 0.00161428 -0.000141236 -0.000707013 -0.000200015 0.000334936 0.000403423 0.000246084
internal_weight=0 267780 267735 2396 2363 2331 2294 2240 73 52 54 2167 2074 143 93 91 67 50 1931 1847 304 261 209 84 58 189 97 56 43 92 1543 56 1491 1398 93 1003 581 156 425 101 65 118 75 50 422 54 396 395 354 217
internal_count=279631 267780 267735 2396 2363 2331 2294 2240 73 52 54 2167 2074 143 93 91 67 50 1931 1847 304 261 209 84 58 189 97 56 43 92 1543 56 1491 1398 93 1003 581 156 425 101 65 118 75 50 422 54 396 395 354 217
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=51
num_cat=0
split_feature=8 13 13 5 10 14 13 4 3 9 0 14 3 0 6 2 4 1 12 7 10 0 5 0 5 10 0 14 12 5 14 12 4 1 14 9 3 12 14 10 10 12 10 1 13 14 2 1 8 7
split_gain=0.00252494 0.00502164 0.00834607 0.0126019 0.0134578 0.0123962 0.0119717 0.01159 0.00945982 0.0119678 0.0117014 0.00841525 0.00683725 0.00634951 0.00628201 0.00960718 0.00928234 0.0108869 0.00786315 0.00755773 0.00877201 0.030964 0.0138443 0.0184455 0.00846268 0.0115423 0.00786019 0.00963825 0.0117398 0.00881324 0.0165764 0.0145302 0.00823473 0.00775217 0.0072238 0.00795579 0.00710872 0.0065974 0.0101448 0.0110962 0.0124967 0.0107296 0.0129278 0.01 0.0101799 0.00864189 0.00775136 0.00759374 0.00670715 0.00654056
threshold=2.5000000000000004 0.087595907928388769 0.05634920634920635 3.5000000000000004 0.1126984126984127 0.065942028985507259 0.061553030303030311 6.5000000000000009 29.500000000000004 2.5000000000000004 899.47091450355208 0.15075757575757578 30.500000000000004 1013.9723183850269 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 2377.2264031740556 1.5000000000000002 1.5000000000000002 0.95293466223698797 821.95600019910705 8.5000000000000018 1095.150540518749 7.5000000000000009 0.96076923076923093 1061.8284994139024 0.23606811145510839 1.5000000000000002 6.5000000000000009 0.067424242424242428 2.5000000000000004 11.500000000000002 3297.5540643465279 0.31909090909090915 2.5000000000000004 19.500000000000004 3.5000000000000004 0.14434523809523811 0.74133811230585434 0.15470085470085473 4.5000000000000009 0.913664596273292 2311.1327031133555 0.10102040816326532 0.39736842105263165 3.5000000000000004 2571.3753443570063 5.5000000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -5 12 9 -9 -11 -10 13 -8 15 16 17 18 -3 20 22 -22 37 -24 25 -23 27 29 34 -21 -31 -32 33 -28 -29 -36 -37 48 39 40 46 -41 -43 -40 -45 47 -39 -46 -18 -49
right_child=1 14 3 4 -6 -7 7 8 11 10 -12 -13 -14 -15 -16 -17 19 -19 -20 26 21 24 23 -25 -26 -27 32 28 -30 30 31 -33 -34 -35 35 36 -38 38 43 41 -42 42 -44 44 45 -47 -48 49 -50 -51
leaf_value=1.8812077683678748e-06 -1.0430371203507677e-05 3.5415231730347211e-05 -0.0009848456397310479 0.0012352023751307757 8.411438986612929e-05 -6.8160813230608327e-05 0.00027774068434976393 0.00027769463233804953 0.00080863075032222868 0.00083045211141143235 0.0024314387867759384 -0.00055920673396692361 -0.00076935314107686283 -0.00065539699615328577 -3.7907952105042167e-05 -0.00080281513348583959 3.9001876401687572e-05 -0.00064938572377778244 -0.00011867769449623122 0.00026829979059645365 -0.0017577228322895077 -8.2858843961730605e-05 0.0002366075401276916 0.0018193659492074705 -0.00053221764778215201 0.001067330070233358 -3.6432375209078162e-05 0.00093112142080212224 -0.0001181808094633618 -0.00033770526400379218 0.00026918145207067333 0.0017426044382525354 0.00090597157804517172 -0.00080890901574295839 9.9130698442533377e-05 0.00123336923743409 0.00023897113079750319 -0.00064798082044635868 -2.5776019486199531e-05 0.00012091120135866934 0.00044783038609588256 -0.001910321256145835 -0.00015388971964553507 0.00044849134537798823 -0.0010290729862873025 -0.0014912132263326875 0.00033751652172213657 0.00012094446590811648 0.00047092914273205055 -0.00064131552314696221
leaf_weight=241734 6362 1781 41 39 1830 367 206 30 23 25 21 22 20 20 19841 36 2678 74 1547 450 31 88 79 24 59 29 332 37 372 24 27 44 21 36 337 32 41 53 196 45 198 20 22 24 49 26 32 53 93 60
leaf_count=241734 6362 1781 41 39 1830 367 206 30 23 25 21 22 20 20 19841 36 2678 74 1547 450 31 88 79 24 59 29 332 37 372 24 27 44 21 36 337 32 41 53 196 45 198 20 22 24 49 26 32 53 93 60
internal_value=0 -1.19997e-05 2.05994e-05 9.52634e-05 0.000141892 -0.000160279 0.000402317 0.000313809 0.000714449 0.00105464 0.00156134 0.00013991 0.000116746 0.000195162 -2.21616e-05 1.23604e-05 1.5616e-05 -4.95516e-05 -3.62139e-05 5.51207e-05 1.60131e-05 -0.000300624 3.39605e-05 0.000605406 -4.39764e-05 0.000202231 0.000141211 0.000197752 8.93296e-05 0.000360683 0.00079829 0.00118229 -5.70459e-05 -0.000112001 0.000262023 0.000201641 0.000674872 1.73759e-05 -0.000111281 7.83161e-05 0.000230134 -0.000415529 -0.000990286 -0.000283219 -0.000521232 -0.000645027 -0.00027697 -0.000509219 5.34982e-05 -0.000283795
internal_weight=0 37897 9006 2644 2236 408 406 367 121 76 46 45 246 226 28891 9050 9014 3402 3328 5612 3859 207 3652 103 176 117 1753 1364 819 545 95 71 389 368 447 410 73 3549 778 370 283 87 42 408 212 188 85 162 2771 113
internal_count=279631 37897 9006 2644 2236 408 406 367 121 76 46 45 246 226 28891 9050 9014 3402 3328 5612 3859 207 3652 103 176 117 1753 1364 819 545 95 71 389 368 447 410 73 3549 778 370 283 87 42 408 212 188 85 162 2771 113
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=51
num_cat=0
split_feature=8 4 0 9 10 3 9 13 5 4 10 0 10 8 5 3 5 3 13 12 1 6 1 0 10 0 10 13 4 14 13 4 14 10 8 14 10 0 13 0 11 10 1 0 2 6 11 13 13 13
split_gain=0.00246749 0.00915312 0.00861817 0.0178004 0.0072001 0.0083633 0.00719864 0.00859503 0.00702377 0.0117693 0.00610866 0.00477406 0.0108734 0.0158351 0.00614255 0.00600729 0.00654739 0.00591658 0.0058633 0.00550623 0.00551235 0.00507595 0.00650484 0.0134128 0.00614076 0.00611441 0.00578296 0.0058738 0.0132326 0.0111688 0.00841045 0.00592562 0.00491644 0.00465829 0.00428979 0.00420523 0.00395827 0.00342109 0.00318075 0.00367526 0.00309718 0.00638217 0.00679889 0.00622609 0.0135765 0.00784776 0.00431043 0.00411953 0.00653139 0.0039035
threshold=6.5000000000000009 7.5000000000000009 1104.0542682349771 2.5000000000000004 0.95742753623188415 34.500000000000007 2.5000000000000004 0.33712121212121215 8.5000000000000018 6.5000000000000009 0.267479674796748 1086.8692189335923 0.15075757575757578 8.5000000000000018 15.500000000000002 38.500000000000007 14.500000000000002 39.500000000000007 0.6478537360890303 4.5000000000000009 3438.6371619929478 2.5000000000000004 2969.5094685919271 942.80558483579864 0.21913109756097562 757.83164246805711 0.96362433862433872 0.27149877149877155 3.5000000000000004 0.44281045751633991 0.90399385560675893 3.5000000000000004 0.32200460829493094 0.14459930313588851 7.5000000000000009 0.35388994307400384 0.6198686371100165 1046.9030864338465 0.43050193050193059 858.45016876509555 0.18350168350168353 0.19756097560975613 1029.6061881601233 760.373837362372 2.5000000000000004 1.5000000000000002 0.4156504065040651 0.65450928381962881 0.072299651567944254 0.79772727272727284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=40 8 6 4 5 -4 7 -3 9 34 -8 14 13 -13 15 16 19 -14 -16 20 21 24 23 25 -10 -23 27 28 -26 -30 38 -32 -24 -21 -2 -36 -35 -11 -29 -40 -1 43 49 44 -42 -45 -46 48 -47 -43
right_child=1 2 3 -5 -6 -7 10 -9 11 37 -12 12 17 -15 18 -17 -18 -19 -20 33 -22 22 32 -25 26 -27 -28 30 29 -31 31 -33 -34 36 35 -37 -38 -39 39 -41 41 42 -44 45 46 47 -48 -49 -50 -51
leaf_value=8.1745132506319336e-07 -9.8690431037880822e-05 0.0018108839965861991 -0.00012290440639480947 -0.0014315701308078134 -0.000340906974714825 0.0010976333411235829 0.00069542465767321682 0.00034501958754844963 0.00049094899522970079 -0.0013478545889515302 -0.00018953951433874094 0.0018843666883185508 -6.0582419504422509e-05 -0.00010530024010222406 -0.00010013272819508399 -0.00082679079853058355 -0.00090745246689766647 0.00061955891813138611 0.0010960802389308811 0.00013863028226686376 0.00064329077642218309 0.00027293379693715412 -2.6374880108051005e-05 0.00070229129603084856 -0.0011915050741057108 -0.00071082641536902109 0.00065509561335112766 4.1724036418600011e-05 -0.00079455976141616701 0.00058111770712356611 4.7040660168325613e-06 -0.00095752122651902036 -0.00096854774811719032 -0.0011027498354744768 -0.0009202788734442688 -0.00016065159671645808 -0.00021368460951461679 -0.00050988402827421115 0.00020118257656577044 0.0011105419611558318 0.00013144634179487689 -6.6778266045730561e-06 -0.00014783687407070903 -1.6764385108777229e-05 -0.00029630163559116998 -4.3164088300032104e-05 -0.00097293969319686528 -1.4373293888638727e-05 0.00075235581803396697 0.00095847292210568091
leaf_weight=275923 309 20 25 20 36 32 39 20 64 29 39 20 286 20 21 31 25 36 20 21 29 22 20 39 36 56 26 30 25 36 48 24 45 31 35 38 21 21 20 25 187 20 1255 208 52 34 43 40 107 22
leaf_count=275923 309 20 25 20 36 32 39 20 64 29 39 20 286 20 21 31 25 36 20 21 29 22 20 39 36 56 26 30 25 36 48 24 45 31 35 38 21 21 20 25 187 20 1255 208 52 34 43 40 107 22
internal_value=0 -5.93564e-05 0.000233745 -7.83398e-05 0.000212677 0.00056231 0.000532607 0.00107795 -0.000104225 -0.000274549 0.000252943 -3.59054e-05 0.000112041 0.000889533 -0.00011081 -0.000146955 -0.000114179 1.54582e-05 0.000483386 -8.2089e-05 -2.74672e-05 -6.51648e-05 -0.000277607 -5.48066e-05 5.05973e-05 -0.000433356 -5.37824e-05 -0.000129319 -0.000431319 1.73155e-05 6.99606e-05 -0.000316038 -0.000678648 -0.000489882 -0.000180131 -0.000524856 -0.000743704 -0.000995907 0.000440519 0.000706382 3.71657e-07 -6.21308e-05 -0.000126895 6.30536e-05 -0.000115828 0.000192732 -0.000602569 0.000433478 0.000560528 0.000498877
internal_weight=0 1740 231 113 93 57 118 40 1509 432 78 1077 362 40 715 674 643 322 41 618 545 516 182 117 334 78 270 244 97 61 147 72 65 73 382 73 52 50 75 45 277891 1968 1297 671 282 389 95 181 141 42
internal_count=279631 1740 231 113 93 57 118 40 1509 432 78 1077 362 40 715 674 643 322 41 618 545 516 182 117 334 78 270 244 97 61 147 72 65 73 382 73 52 50 75 45 277891 1968 1297 671 282 389 95 181 141 42
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=51
num_cat=0
split_feature=7 0 3 4 3 4 10 0 8 0 11 14 4 10 10 0 8 10 10 13 1 3 6 12 10 4 14 4 10 10 12 14 14 13 1 3 5 1 6 4 3 9 13 13 10 3 10 14 14 0
split_gain=0.00246169 0.00486884 0.00952914 0.0095045 0.0184207 0.00834844 0.00825431 0.00802683 0.0113445 0.0132781 0.0134333 0.0117164 0.0228517 0.017739 0.0405402 0.0129943 0.0100787 0.00850069 0.0132592 0.00765884 0.00762007 0.00756999 0.00902104 0.018241 0.0137662 0.00741836 0.00717576 0.00690327 0.00653939 0.00580478 0.00572741 0.00563958 0.00610928 0.00551676 0.00680307 0.00830278 0.0055144 0.00632888 0.00621002 0.00537093 0.00520071 0.00734503 0.00497562 0.00483316 0.00474881 0.00492095 0.00623194 0.00455674 0.0097781 0.00563235
threshold=1.5000000000000002 1159.2799263297591 21.500000000000004 2.5000000000000004 11.500000000000002 9.5000000000000018 0.039230769230769243 1203.0768547389173 2.5000000000000004 1433.692583700579 0.078461538461538485 0.59317129629629639 4.5000000000000009 0.94804318488529027 0.65450928381962881 1321.1033005038273 1.5000000000000002 0.94804318488529027 0.54653679653679665 0.10435571687840291 2692.3630167879473 23.500000000000004 1.5000000000000002 5.5000000000000009 0.63762626262626265 13.500000000000002 0.080540540540540564 13.500000000000002 0.967204301075269 0.33012820512820518 1.5000000000000002 0.15894736842105264 0.077677224736048281 0.28062500000000007 1313.6584572558543 19.500000000000004 2.5000000000000004 2486.2186977821766 1.5000000000000002 5.5000000000000009 20.500000000000004 2.5000000000000004 0.27149877149877155 0.096006144393241177 0.96076923076923093 38.500000000000007 0.97332859174964448 0.18065268065268067 0.24190177638453506 1222.5833773881889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 -3 7 39 19 9 10 11 15 -13 14 -14 16 33 18 -10 40 21 30 24 29 -23 44 -26 -1 43 -24 -8 32 -31 34 -9 -36 37 -32 -38 -4 41 -5 -21 -27 -22 46 -46 49 -49 -35
right_child=-2 2 6 5 -6 -7 20 8 17 -11 -12 12 13 -15 -16 -17 -18 -19 -20 42 25 22 23 -25 26 28 -28 -29 -30 31 36 -33 -34 47 35 -37 38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=1.4822656423041774e-06 -8.2348115624991977e-06 0.0016401634716506426 -3.1751382392736116e-05 -5.5515619220901184e-05 -0.00031882921260451745 0.00067450864544998002 0.00036640460216620429 0.0007855715447415908 -0.00044606788400819322 0.00079939569787759528 -0.0012531943086758947 -0.00062526660166883799 -0.00033701955369906504 -0.00024702376807302551 0.0025691608709651824 -0.0011776807981732419 -0.00046547564974565417 -0.00014783385203271691 -0.0021446241019293668 -0.00019020722462961516 -7.4158171751931691e-05 0.0015219216536720257 -0.00041570063525189955 -0.0011297896285541356 -0.00045701999472276799 0.0013564774388214575 0.00055966602219268682 -0.00067249618970029255 -8.9005351263291111e-05 6.4184156712144611e-05 0.0008811366322749695 0.0001954447136979485 0.0010123940675359061 5.3226306627038865e-05 -0.00089653998766152658 6.6571148364810668e-05 9.6635851668517393e-05 0.00016395115773890198 -0.00015283576802268059 0.00057761433364031172 0.00040970246895524504 0.00087068518090139462 6.7409499710196187e-05 0.00030405211204197262 0.00011940177807329676 -0.00043092191626783463 0.0010027316454354496 0.00076958079947731818 -0.00042185576691967897 -0.00086002146475589846
leaf_weight=204926 68517 24 49 198 24 39 168 30 27 38 27 39 20 24 30 32 186 36 20 391 1188 34 27 25 21 24 100 38 29 25 35 171 53 25 24 331 677 254 395 138 174 24 360 20 406 38 21 26 51 52
leaf_count=204926 68517 24 49 198 24 39 168 30 27 38 27 39 20 24 30 32 186 36 20 391 1188 34 27 25 21 24 100 38 29 25 35 171 53 25 24 331 677 254 395 138 174 24 360 20 406 38 21 26 51 52
internal_value=0 2.67261e-06 4.65081e-05 -3.53753e-05 0.000660667 -5.05342e-05 9.38148e-05 -6.3595e-05 -0.000165788 -0.000116058 -0.000154839 -0.000120752 0.000354163 0.00087035 0.00140669 -0.000191645 -0.000148123 -0.000726004 -0.00116886 2.71046e-05 7.74818e-05 0.000144292 0.000323089 0.000163501 0.000632997 6.45939e-07 0.000383216 1.35731e-06 0.000493909 0.000280647 9.09691e-05 0.000356155 0.000708481 -3.861e-05 6.25591e-05 1.45941e-06 5.69697e-05 0.000250808 4.71301e-06 0.000417941 0.000205032 4.46142e-05 -6.67159e-05 0.000878102 -2.11376e-05 0.000114321 0.000162844 -0.000291532 -1.95525e-05 -0.000563512
internal_weight=0 211114 6150 2252 48 2204 3898 2165 1018 935 897 870 113 74 50 757 725 83 47 1147 3711 1985 456 301 155 1726 121 204964 73 276 1529 249 78 539 385 355 1361 289 1072 187 396 222 751 44 1653 465 427 154 77 77
internal_count=279631 211114 6150 2252 48 2204 3898 2165 1018 935 897 870 113 74 50 757 725 83 47 1147 3711 1985 456 301 155 1726 121 204964 73 276 1529 249 78 539 385 355 1361 289 1072 187 396 222 751 44 1653 465 427 154 77 77
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=51
num_cat=0
split_feature=3 1 1 0 0 1 3 3 10 10 9 0 0 6 13 13 14 0 10 10 4 1 6 0 5 7 0 4 12 3 0 1 1 1 0 10 10 13 1 13 3 0 7 7 8 12 1 1 6 10
split_gain=0.00247551 0.0125247 0.0124543 0.00674642 0.0054673 0.00580482 0.0100895 0.00829069 0.00863115 0.00858183 0.00840072 0.00735371 0.00675206 0.00667694 0.006483 0.00649253 0.00638651 0.00609897 0.00605835 0.00730722 0.00627962 0.00590079 0.00584512 0.00705441 0.0116545 0.0225651 0.00605874 0.00564207 0.0055909 0.00543581 0.0136356 0.0130472 0.0121647 0.0604522 0.00891148 0.00875561 0.0177418 0.0105375 0.0104412 0.00886706 0.00732439 0.0105383 0.012699 0.0108722 0.00898247 0.00883518 0.00864631 0.00737331 0.00728345 0.00719143
threshold=11.500000000000002 1374.6241145052952 1390.6758529546753 726.03325916382551 1289.0088005912796 1205.6450475795143 9.5000000000000018 9.5000000000000018 0.79772727272727284 0.54415584415584417 2.5000000000000004 515.84662348012159 381.95844621414966 1.5000000000000002 0.37354651162790703 0.6198686371100165 0.44281045751633991 391.20894585815876 0.79772727272727284 0.90550595238095244 4.5000000000000009 1170.6551352616641 1.5000000000000002 1001.157454449629 1.5000000000000002 1.0000000180025095e-35 473.58088045802202 3.5000000000000004 3.5000000000000004 14.500000000000002 851.91169544844706 1670.9124033635953 1487.7388556757253 1619.7821490198942 450.88278980212209 0.82807881773399028 0.71240601503759404 0.56594202898550738 1528.8269424041353 0.16472868217054268 16.500000000000004 957.12540010465557 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 3.5000000000000004 1894.0094888517563 1957.9177137252361 2.5000000000000004 0.85092592592592597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 5 7 -7 10 9 12 14 13 -9 -11 28 16 17 -16 20 -20 -8 -17 23 26 -25 -26 -10 -21 -1 30 35 -31 -32 -34 -33 36 37 48 -39 -38 41 43 -43 44 45 -36 -42 -46 -4 -37
right_child=2 3 29 -5 -6 6 18 8 22 11 -12 -13 -14 -15 15 21 -18 -19 19 27 -22 -23 -24 24 25 -27 -28 -29 -30 31 32 34 33 -35 40 49 39 38 -40 -41 46 42 -44 -45 47 -47 -48 -49 -50 -51
leaf_value=-3.4103388175810901e-05 4.7537687283572795e-05 -7.5710098087318966e-05 7.5647217096845691e-06 -0.00030489674757798262 0.00068327322008152459 -0.00021233103347514362 -7.4072275079411137e-06 0.00025880934513250052 -0.000186541515536605 -8.7962737647400839e-05 -0.00010998078006517626 0.00027236294375360679 3.4287802227794338e-05 0.00044925660862338171 -0.00012171541809710193 -2.0036712714101912e-07 -2.2611944403713521e-05 9.8783759211415055e-05 -9.9396762647579673e-05 3.9673930536852364e-05 0.00011309175819639916 -0.00026167576130925831 -9.2317650521446027e-05 -0.00035402493497180146 -0.00015876058854960971 0.0017994288077217439 2.4960555219534226e-05 -6.3412300190571221e-05 0.00018857429678860172 6.4641706034830501e-05 0.00093561495657643089 0.00020873003577790428 -0.0025485271444687478 -0.0001224410089728077 -1.161065349705388e-05 -0.00013149377222892428 0.00028072292787465446 -3.2357943954173371e-06 -0.00013435017852494579 7.1322890466891175e-05 5.4964815469807089e-05 -5.8332798636330791e-05 -0.00036492208175853955 -0.00019990852260370749 -5.2789698163415554e-05 7.1605820928381239e-05 1.4141293537357928e-06 -0.00043472803084205932 0.00018451956201532082 -2.6959601358348003e-05
leaf_weight=13271 14534 3275 19908 356 29 697 10524 362 352 312 1906 920 4466 71 336 14623 1943 4705 4065 2736 1205 219 1292 29 28 31 8898 2578 288 8454 26 512 26 2065 12703 1865 757 3392 2749 1522 8181 1175 474 776 6179 4259 95864 129 599 13965
leaf_count=13271 14534 3275 19908 356 29 697 10524 362 352 312 1906 920 4466 71 336 14623 1943 4705 4065 2736 1205 219 1292 29 28 31 8898 2578 288 8454 26 512 26 2065 12703 1865 757 3392 2749 1522 8181 1175 474 776 6179 4259 95864 129 599 13965
internal_value=0 -7.46308e-06 2.96552e-06 -9.81806e-05 -3.12242e-06 -3.38483e-06 -2.51616e-05 5.40011e-06 3.46088e-05 8.18537e-05 -7.72816e-06 0.000195723 5.11223e-05 1.16262e-05 -2.22036e-06 1.46481e-05 5.44024e-05 8.40867e-05 -1.89812e-05 -4.89367e-05 4.97245e-06 -4.05855e-06 7.35957e-06 2.11509e-05 0.000466708 0.000870119 1.6912e-05 -1.03367e-05 -2.93736e-05 -5.25222e-07 -1.52456e-05 4.44934e-06 -0.000139243 -0.000152608 5.4256e-07 -9.38054e-06 6.97901e-06 -4.47233e-06 -6.19288e-05 0.000140878 -2.79022e-07 -2.41849e-05 -0.000146461 -1.57996e-05 -9.66001e-06 9.28423e-06 5.62479e-06 -6.06004e-05 1.27335e-05 -3.92752e-05
internal_weight=0 79517 200114 3631 75886 75857 21805 54052 16761 6131 37291 1303 4828 383 35385 21826 6984 5041 21108 9379 11729 14842 10630 9338 88 59 9250 5314 13559 185580 46874 138706 2117 2091 130252 44757 28927 26648 6141 2279 129740 25695 1649 24046 23270 16962 104045 6308 20507 15830
internal_count=279631 79517 200114 3631 75886 75857 21805 54052 16761 6131 37291 1303 4828 383 35385 21826 6984 5041 21108 9379 11729 14842 10630 9338 88 59 9250 5314 13559 185580 46874 138706 2117 2091 130252 44757 28927 26648 6141 2279 129740 25695 1649 24046 23270 16962 104045 6308 20507 15830
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=51
num_cat=0
split_feature=7 4 0 10 0 3 8 3 1 14 1 6 1 0 5 1 8 3 14 14 13 14 13 12 1 0 1 14 6 13 9 0 14 6 2 3 5 3 6 7 3 0 14 0 6 9 11 8 13 14
split_gain=0.00267063 0.00391214 0.00651737 0.00604546 0.00706417 0.00589918 0.00481824 0.00460422 0.00554545 0.00457312 0.00411997 0.00408834 0.00790631 0.00927673 0.0106925 0.007791 0.00660245 0.00505845 0.00737414 0.0137873 0.0124274 0.0103014 0.00814035 0.00743916 0.00679385 0.00658859 0.00423305 0.00505397 0.00506691 0.00405001 0.00395079 0.0155393 0.0107148 0.00699344 0.00703382 0.00793123 0.005234 0.0043126 0.00418985 0.00408227 0.00589384 0.00516873 0.00394097 0.00379505 0.00989035 0.00942754 0.00809777 0.00690698 0.00925303 0.0110297
threshold=1.0000000180025095e-35 1.5000000000000002 465.25684438145873 0.19756097560975613 1203.0768547389173 14.500000000000002 4.5000000000000009 31.500000000000004 2196.1721655225479 0.05634920634920635 1992.9914357724244 1.5000000000000002 2054.0833906096768 947.46592333298213 5.5000000000000009 2138.0891213547147 1.5000000000000002 15.500000000000002 0.83602150537634423 0.35067567567567576 0.040408163265306128 0.47140522875816998 0.061553030303030311 1.5000000000000002 1684.8870457418352 728.36581536889219 1302.6062074709064 0.44281045751633991 1.0000000180025095e-35 0.55086206896551737 2.5000000000000004 594.28164584295212 0.26393188854489169 1.5000000000000002 3.5000000000000004 19.500000000000004 3.5000000000000004 15.500000000000002 2.5000000000000004 6.5000000000000009 14.500000000000002 652.30331522444874 0.18065268065268067 757.83164246805711 1.0000000180025095e-35 2.5000000000000004 0.060661764705882359 3.5000000000000004 0.10620300751879701 0.53950103950103967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=43 2 5 30 6 29 9 8 10 -5 -8 12 13 14 -11 -14 17 24 19 20 -19 -21 -22 -23 42 -24 -16 28 -28 -2 39 32 37 -33 35 36 -35 -32 -34 40 -4 -42 -13 -1 45 46 -45 -47 -49 -50
right_child=1 -3 3 4 -6 -7 7 -9 -10 11 -12 16 15 -15 26 -17 -18 18 -20 21 22 23 25 -25 -26 -27 27 -29 -30 -31 31 33 38 34 -36 -37 -38 -39 -40 -41 41 -43 -44 44 -46 47 -48 48 49 -51
leaf_value=2.3642557839099322e-08 -0.00035493020506102181 -2.7633895430517346e-06 -0.00012781541611295438 -0.00033772227824498417 0.00074012975510413532 0.00061337333225475795 -0.00027565319954335699 0.00050241959514096379 -0.00083063021999968888 1.473951423839241e-05 0.00038435953278427148 -0.0002554766918773817 0.0013454144863594001 -0.00097942531468685375 0.00064837315285865991 0.00017947521287408708 -0.00017496084909532933 0.0014564413896137425 0.00066497433883287434 -0.0011094175973352428 -0.00056730844261092619 -0.00070617530661613945 0.00095138734288732806 0.00048820451254414369 -0.00094833147665667654 0.00010495525513223084 7.9933041493726392e-05 -7.7497019810834905e-05 0.00085249403491616249 -0.00010266167661706447 0.00025333531227849613 0.00017276523574378879 0.00043087931433547058 -0.00056214517412988088 0.00023183480530391417 -0.0011896994555718266 0.00034933373792141328 -0.00063315451742433334 0.0011545722043956629 0.00037694711013343827 -0.00080706807637745772 -0.00027572499197796269 4.0721687512257687e-05 3.5457715055770877e-05 -2.2709959668877082e-06 0.00014925668070758438 -0.00037418621121507954 -0.00070841349287158141 -0.00019424822526299538 0.0011460916012583765
leaf_weight=89704 296 149049 452 94 32 22 152 20 39 2053 28 138 23 22 85 38 616 22 67 34 29 22 34 32 20 71 41 78 44 344 34 66 40 63 31 40 21 23 40 29 68 140 603 10825 20858 2785 122 56 66 20
leaf_count=89704 296 149049 452 94 32 22 152 20 39 2053 28 138 23 22 85 38 616 22 67 34 29 22 34 32 20 71 41 78 44 344 34 66 40 63 31 40 21 23 40 29 68 140 603 10825 20858 2785 122 56 66 20
internal_value=0 -4.37541e-06 -4.34691e-05 -2.55799e-05 -7.85076e-08 -0.000191663 -5.45573e-06 -0.00022378 -0.0002901 7.06935e-06 -0.000172985 1.50287e-05 5.7186e-05 4.24308e-05 5.22009e-05 0.000619092 -4.4511e-05 3.0449e-05 0.000200349 7.27674e-05 0.000355056 -0.000427654 0.000174232 1.60533e-06 -3.89845e-05 0.000379038 0.000362314 0.000213142 0.000479847 -0.000219336 -0.00013365 1.09267e-06 0.000419481 -0.00025827 -0.000441808 -0.000610219 -0.000334275 -0.000104371 0.000792726 -0.000203662 -0.000229174 -0.000449433 -1.44408e-05 5.45695e-06 1.94898e-05 5.22048e-05 3.08924e-05 0.000131913 -0.000208237 0.000117459
internal_weight=0 155195 6146 5484 4437 662 4405 239 219 4166 180 4072 2384 2323 2301 61 1688 1072 311 244 156 88 134 54 761 105 248 163 85 640 1047 358 137 221 155 124 84 57 80 689 660 208 741 124436 34732 13874 10947 2927 142 86
internal_count=279631 155195 6146 5484 4437 662 4405 239 219 4166 180 4072 2384 2323 2301 61 1688 1072 311 244 156 88 134 54 761 105 248 163 85 640 1047 358 137 221 155 124 84 57 80 689 660 208 741 124436 34732 13874 10947 2927 142 86
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=51
num_cat=0
split_feature=8 3 0 1 11 2 1 9 10 10 0 0 10 10 0 0 9 13 3 2 1 13 10 12 10 7 12 13 5 14 5 14 13 12 0 14 0 4 14 7 10 1 6 1 0 10 13 1 1 7
split_gain=0.00247654 0.00331902 0.0127442 0.00955188 0.00621425 0.00496089 0.00488824 0.00795365 0.0113252 0.00776302 0.00750589 0.00634152 0.00557714 0.00714656 0.00846654 0.00842995 0.0120494 0.017052 0.0179006 0.017024 0.013689 0.0147007 0.0169428 0.0203474 0.0185798 0.0134676 0.0180113 0.0131482 0.0185763 0.0148729 0.0108995 0.0155062 0.0198553 0.0108861 0.0107168 0.00916201 0.00889465 0.00802517 0.00757838 0.00751494 0.00735652 0.0123841 0.00721349 0.00778054 0.0147105 0.0129458 0.00719319 0.00683496 0.00674974 0.0131947
threshold=1.0000000180025095e-35 12.500000000000002 1321.1033005038273 1505.7249198637453 0.86038961038961048 3.5000000000000004 1558.814692156295 2.5000000000000004 0.3066239316239317 0.36899313501144165 658.36447093627214 515.84662348012159 0.077935222672064791 0.43050193050193059 522.62098448938548 880.4064522592422 2.5000000000000004 0.05634920634920635 22.500000000000004 3.5000000000000004 2669.2593881982461 0.53033088235294124 0.33666666666666673 6.5000000000000009 0.3066239316239317 1.5000000000000002 4.5000000000000009 0.03883861236802414 1.0000000180025095e-35 0.099019607843137278 3.5000000000000004 0.45584415584415588 0.074537037037037054 5.5000000000000009 947.46592333298213 0.18834459459459463 1124.0910823067372 7.5000000000000009 0.26393188854489169 2.5000000000000004 0.1012820512820513 2536.1172374379967 5.5000000000000009 1966.0031804422072 989.51400485044212 0.95293466223698797 0.26006441223832533 2045.0816449749952 2692.3630167879473 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 9 11 -3 -10 -9 48 15 -15 30 36 19 40 27 -20 22 23 24 25 -22 34 28 47 -30 -14 -32 -33 38 -27 -29 -17 -24 -31 -39 -19 -42 -16 -44 45 -45 -34 -18 -8 -50
right_child=-2 4 -4 -5 -6 -7 12 8 10 -11 -12 -13 13 14 42 16 17 18 20 -21 21 -23 37 -25 -26 26 -28 35 29 33 31 32 46 -35 -36 -37 -38 39 -40 -41 41 -43 43 44 -46 -47 -48 -49 49 -51
leaf_value=2.5500515033029285e-06 -3.6830241964507539e-06 -6.3975674339861847e-05 -0.0011790089228230975 -0.00012019013493841983 0.00032364145160605919 -0.00028732206936158924 -1.3968613877296197e-05 0.00041094755015082902 -0.00021716651485640542 6.3041901745342779e-05 0.00022360599653722696 0.00013366423834381503 3.6765982303263732e-05 -0.00025273618546679046 6.6143825827230505e-06 9.3362779364598064e-05 -5.5289984096774318e-05 0.0010816929497278497 0.0015853323478950188 -0.0012732803204146747 0.00066128441915455942 0.0017705939937679269 0.00043508169952214564 0.0012104977182752919 -0.0014357332883047917 -0.0016883156018420347 0.00086486692459363012 -0.001294059109308624 0.0014618697456385502 -0.00050408181559760126 -0.00033593540704811672 -0.00062347072012284221 0.0014534274670134845 0.0012572804041805544 -0.00023467676346626833 -3.1790969876089582e-06 -0.00018257701681373089 0.0021685897921997822 0.00048874334543880487 0.00084624146998283408 0.00020664912196197675 -0.00074877910843093153 0.00033589312712468782 -0.00036280541098676622 4.9176642517068106e-05 -0.0015008191521302229 0.0004017009956737024 -0.0010703012236195652 -0.00039602331944688454 2.4507355650241686e-05
leaf_weight=54627 173399 1649 23 1654 163 148 8271 419 251 4447 157 406 9039 328 20125 1386 43 22 34 28 69 22 28 40 21 21 23 28 34 40 412 34 29 21 32 27 370 22 37 21 586 36 44 64 96 41 37 27 348 402
leaf_count=54627 173399 1649 23 1654 163 148 8271 419 251 4447 157 406 9039 328 20125 1386 43 22 34 28 69 22 28 40 21 21 23 28 34 40 412 34 29 21 32 27 370 22 37 21 586 36 44 64 96 41 37 27 348 402
internal_value=0 6.01168e-06 -2.2875e-06 -1.80787e-06 1.54232e-05 1.76683e-06 1.44106e-05 5.21085e-05 0.000167925 2.8683e-05 -4.75555e-05 0.000274491 7.87716e-06 1.73327e-05 -7.26442e-07 4.70717e-05 0.000119916 0.000237765 0.000337032 -0.000102527 0.000634662 0.000526559 0.000427755 0.000198183 -4.57477e-05 0.000155561 -0.000303583 2.50257e-05 0.000211639 0.000560808 2.40537e-05 -0.000200373 0.000358143 0.000248195 -0.000810647 -0.000660354 3.52206e-05 0.00109384 -2.701e-05 0.00152279 0.000183133 0.000151351 3.33145e-06 -0.000266338 -0.00039817 -0.000807173 0.000863823 -0.000446794 -2.69924e-05 -0.000170619
internal_weight=0 106232 56452 56429 49780 54775 49617 7329 1233 6096 408 825 42288 33267 20698 12569 3018 1262 977 285 333 299 277 206 166 145 76 257 202 132 9551 512 100 98 53 55 1756 71 77 43 644 622 20370 245 201 105 66 70 9021 750
internal_count=279631 106232 56452 56429 49780 54775 49617 7329 1233 6096 408 825 42288 33267 20698 12569 3018 1262 977 285 333 299 277 206 166 145 76 257 202 132 9551 512 100 98 53 55 1756 71 77 43 644 622 20370 245 201 105 66 70 9021 750
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 14 10 10 5 6 8 13 4 14 14 4 0 10 6 8 7 5 12 10 12 10 5 3 0 13 14 0 0 13 12 12 13 5 13 10 13 0 0 8 13 10 0 0 1 14
split_gain=0.00246128 0.0109348 0.00993616 0.00661696 0.00948614 0.00717405 0.00711722 0.00970368 0.0148732 0.0124427 0.0136454 0.00838185 0.00806731 0.00738922 0.00855543 0.0067487 0.0123851 0.00631191 0.00827824 0.00617971 0.00622539 0.0101003 0.00876212 0.0198831 0.00739 0.0087165 0.00694357 0.00608073 0.00719316 0.00710965 0.00787217 0.00664535 0.00830557 0.00689938 0.00606781 0.00602793 0.0103758 0.00665816 0.00601882 0.00620937 0.00753942 0.0104559 0.00630498 0.00585734 0.00606432 0.00585452 0.00570893 0.00597788 0.00991332 0.00807093
threshold=20.500000000000004 2364.0969371768856 2438.1594628963853 22.500000000000004 2606.2997478250472 0.90098039215686287 0.90121951219512209 0.81322674418604668 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.54415584415584417 6.5000000000000009 0.18065268065268067 0.27178030303030304 7.5000000000000009 1203.0768547389173 0.091966173361522213 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.74133811230585434 3.5000000000000004 0.36474501108647456 1.0000000180025095e-35 19.500000000000004 818.89450838190703 0.10435571687840291 0.21807065217391305 795.06662848518874 800.94442982758699 0.14854215918045707 6.5000000000000009 3.5000000000000004 0.40270270270270275 2.5000000000000004 0.04819976771196284 0.94804318488529027 0.36474501108647456 786.89210308344707 1187.5997340955021 3.5000000000000004 0.31643132220795894 0.63245614035087727 1203.0768547389173 815.90331358780702 2469.2009762718558 0.32200460829493094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 17 10 13 -8 43 -9 -15 16 -13 18 35 20 22 -22 23 -3 25 26 -24 29 31 -26 -31 -29 33 -33 38 36 -4 -38 -23 40 41 -40 -41 45 -45 -10 47 -37 -49 -50
right_child=2 19 3 -5 -6 -7 11 9 12 -11 -12 15 -14 14 -16 -17 -18 -19 -20 -21 21 34 24 -25 27 -27 -28 28 -30 30 -32 32 -34 -35 -36 46 37 -39 39 42 -42 -43 -44 44 -46 -47 -48 48 49 -51
leaf_value=-1.2261218373856362e-06 4.8886505610199927e-05 -0.00025895991097463092 -9.2042729737170509e-05 6.0544756679097923e-06 -0.00018265502097167616 -0.00050276967767307436 -8.5756807110965068e-05 -0.00085256614599659635 -0.00050160720545320875 0.0011840856860941039 0.0011196819727326958 -0.0016260411305320931 0.00018077643448299158 0.0008063163990154863 -0.00054562701314518397 9.5293538739766798e-05 -0.00027590383478815145 -9.6807089927384187e-06 -0.0004011125671632516 -0.00050051489930465882 0.00015384429446825261 0.000230601949929873 0.00065160057582782911 0.0014839405205566436 -0.00073336429625972717 -0.00045343370708444942 -0.00012301918665339005 2.5844627856025219e-05 -8.7515532204107774e-05 -0.0002794345153846068 0.00050967318825512295 0.00047537419506205389 0.00026707781545678522 0.0016642113266836689 -0.0010034110086429603 0.00015389767186867409 0.001010999547314639 0.00012727862092705959 4.8840602595681477e-06 -0.00048481926154208318 -1.4318890245311765e-05 -0.00065372396597253247 0.00037002636941536567 0.00017334209140308464 -0.00077411734055203856 -0.0013309462596662342 -0.00017641203298639826 0.0011869390619896414 0.00050798283891187348 -0.00044310567945313569
leaf_weight=223064 12393 36 313 36009 1109 76 854 28 143 39 26 29 62 25 22 27 41 2508 65 99 155 56 34 30 48 211 194 148 242 101 46 26 127 23 29 179 39 47 78 34 102 265 59 57 24 25 54 47 157 26
leaf_count=223064 12393 36 313 36009 1109 76 854 28 143 39 26 29 62 25 22 27 41 2508 65 99 155 56 34 30 48 211 194 148 242 101 46 26 127 23 29 179 39 47 78 34 102 265 59 57 24 25 54 47 157 26
internal_value=0 -2.30601e-06 9.54231e-06 -2.05848e-06 -5.05705e-05 -2.07554e-05 -1.31819e-05 1.68219e-05 1.54742e-06 0.000425524 0.000132614 -0.000135784 -0.000329562 -0.00020957 0.000173492 -0.00057623 -0.000835246 3.15256e-05 0.000143009 -0.000114712 -9.60254e-05 -0.000207337 -2.76207e-05 0.000533268 -5.84696e-05 -0.000221836 -7.50571e-06 3.57718e-05 0.000118731 -0.000205023 -3.25029e-05 0.000272779 0.000480429 0.0010334 -0.000297197 0.000184039 4.16083e-05 0.000528036 -0.000262719 -0.000314068 -0.000391722 -0.000503953 5.75022e-05 -0.000456634 -0.000107387 -0.000625021 0.000306782 0.000370578 0.000539212 0.000372856
internal_weight=0 225207 54424 42031 6022 4913 4837 3886 3746 140 101 951 311 75 47 97 70 3435 927 2143 2044 778 1266 66 1200 439 228 761 566 195 147 324 176 49 623 862 399 86 594 538 445 343 93 249 81 168 463 409 230 183
internal_count=279631 225207 54424 42031 6022 4913 4837 3886 3746 140 101 951 311 75 47 97 70 3435 927 2143 2044 778 1266 66 1200 439 228 761 566 195 147 324 176 49 623 862 399 86 594 538 445 343 93 249 81 168 463 409 230 183
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=51
num_cat=0
split_feature=7 0 3 4 3 4 10 13 6 0 0 1 4 1 1 14 13 4 8 1 13 10 10 13 3 1 1 3 14 6 10 12 14 10 4 10 8 4 10 9 13 14 13 13 6 4 10 10 14 5
split_gain=0.00256147 0.00461085 0.00829263 0.00839795 0.0164113 0.00764148 0.00755231 0.00749425 0.0086918 0.0086834 0.00778465 0.021447 0.0609834 0.00823871 0.0156905 0.00867759 0.0139998 0.0117376 0.00782211 0.0106829 0.00843184 0.00935399 0.0133035 0.00800236 0.00781017 0.00692398 0.00681064 0.00674762 0.0081968 0.0121514 0.0140544 0.0118687 0.00675315 0.00719837 0.00669747 0.00668771 0.00707621 0.00619803 0.005906 0.0056299 0.00647578 0.00561161 0.00524885 0.00639672 0.00514483 0.0106446 0.0104509 0.031206 0.0140985 0.00564626
threshold=1.5000000000000002 1159.2799263297591 21.500000000000004 2.5000000000000004 11.500000000000002 9.5000000000000018 0.039230769230769243 0.074537037037037054 2.5000000000000004 1289.0088005912796 1321.1033005038273 1493.6456239972256 4.5000000000000009 1245.6888321467343 1216.7019995911951 0.59317129629629639 0.34891304347826091 5.5000000000000009 1.5000000000000002 2337.1340514624867 0.49390243902439029 0.52440476190476204 0.913664596273292 0.54415584415584417 19.500000000000004 2692.3630167879473 2377.2264031740556 23.500000000000004 0.072299651567944254 1.5000000000000002 0.87138130686517801 5.5000000000000009 0.15894736842105264 0.57979626485568769 13.500000000000002 0.90550595238095244 1.5000000000000002 13.500000000000002 0.967204301075269 1.5000000000000002 0.14142857142857146 0.14119601328903655 0.73798627002288331 0.82426470588235301 1.0000000180025095e-35 5.5000000000000009 0.95293466223698797 0.63245614035087727 0.31643132220795894 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 37 3 4 -3 7 -4 8 9 -5 13 12 -12 14 -9 18 35 -18 19 20 21 -15 -23 24 -20 27 -26 42 -29 30 -30 32 -31 -34 -27 36 -17 -1 -36 -28 -41 -25 44 -44 45 -8 47 48 -47 -46
right_child=-2 2 6 5 -6 -7 25 10 -10 -11 11 -13 -14 15 -16 16 17 -19 23 -21 -22 22 -24 41 26 34 39 28 29 31 -32 -33 33 -35 38 -37 -38 -39 -40 40 -42 -43 43 -45 49 46 -48 -49 -50 -51
leaf_value=1.5646581454807409e-06 -8.4000414180192956e-06 0.0015478001548520602 0.00039955248713355145 0.00011902221804165293 -0.00030126142858838043 0.00064841405419895472 -0.00017222895965496006 1.0845972260890099e-05 -0.00057174634393526334 0.00097420543443149654 -0.0013803157352787606 -0.0018395456766180968 0.0019981456633434971 7.5504689791485813e-05 -0.0015571553560019111 0.0010182507036785996 0.0014636621985118837 3.6153537318265691e-05 -0.0010963487848658264 -8.6379917767072172e-05 -0.00039663006318733099 0.0015927523733242543 0.00014820959872200289 0.00080287545527055594 -5.6324656702834302e-05 -2.004811129999525e-05 -0.00018322260977013274 -0.00029768735461402687 0.0015545495736296289 0.00073133078297518846 0.00043729912753118889 -0.00095397705445066094 -0.00063917757428358672 0.0002574419249890384 0.00083444737796195447 -0.00050643233689504302 -0.0002267503286639112 -0.00063705954262661046 -8.4631583765791413e-05 -1.2312511846955335e-05 -0.00087451516351857387 -9.4843874381806434e-05 0.0012766578991431745 0.00017682312277312847 0.00022442662708251201 -0.00017375242420277338 0.00014644525371459467 0.0024942159419879318 0.0013423841966710903 -3.9907000531339007e-05
leaf_weight=204926 68517 24 187 410 24 39 102 39 42 32 34 24 22 53 27 21 36 24 31 707 28 37 28 27 194 1653 102 50 40 63 95 21 26 161 44 47 25 38 29 28 98 49 20 39 261 46 122 22 23 894
leaf_count=204926 68517 24 187 410 24 39 102 39 42 32 34 24 22 53 27 21 36 24 31 707 28 37 28 27 194 1653 102 50 40 63 95 21 26 161 44 47 25 38 29 28 98 49 20 39 261 46 122 22 23 894
internal_value=0 2.72623e-06 4.53845e-05 -3.10018e-05 0.000623269 -4.52508e-05 8.95153e-05 -5.77464e-05 0.000115621 0.000180936 -0.000107663 -0.000589008 -5.3063e-05 -8.36107e-05 -0.000630609 -6.00915e-05 0.000297201 0.000892659 -9.96471e-05 -5.97044e-06 0.00038341 0.000568504 0.000970488 -0.000250698 -0.000330353 7.38923e-05 -0.000274083 0.000137578 0.000306384 0.000380776 0.000768336 0.000187712 0.000283613 0.000132778 6.49966e-07 -8.69657e-05 0.00034162 1.44626e-06 0.000469334 -0.000459368 -0.000682915 0.000224083 8.72346e-05 0.000549648 6.86751e-05 0.00024779 0.000448926 0.00085445 0.000331626 1.98255e-05
internal_weight=0 211114 6150 2252 48 2204 3898 2165 484 442 1681 80 56 1601 66 1535 153 60 1382 853 146 118 65 529 453 3711 422 1985 456 406 135 271 250 187 1726 93 46 204964 73 228 126 76 1529 59 1470 315 213 91 69 1155
internal_count=279631 211114 6150 2252 48 2204 3898 2165 484 442 1681 80 56 1601 66 1535 153 60 1382 853 146 118 65 529 453 3711 422 1985 456 406 135 271 250 187 1726 93 46 204964 73 228 126 76 1529 59 1470 315 213 91 69 1155
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=51
num_cat=0
split_feature=7 13 0 10 14 12 9 10 0 9 5 10 6 10 2 13 12 10 0 9 3 13 4 13 10 5 10 13 0 3 13 14 1 1 13 2 5 14 10 0 10 10 13 14 14 0 9 6 0 8
split_gain=0.00247111 0.0037903 0.00659167 0.00873929 0.00879497 0.0109711 0.00866778 0.0109884 0.00733275 0.00684479 0.024923 0.00747533 0.00765391 0.00698915 0.00746207 0.0073597 0.00662716 0.0066114 0.0109994 0.00767791 0.0106066 0.00808441 0.00740078 0.00847135 0.00723417 0.00746822 0.00709379 0.00668977 0.00659425 0.00658612 0.0115186 0.00875414 0.0157514 0.0125409 0.00650928 0.0101744 0.00644988 0.011542 0.00737478 0.0061469 0.00598513 0.0070006 0.00803225 0.00769738 0.0168106 0.00751359 0.0096836 0.00854286 0.00832376 0.00665312
threshold=1.0000000180025095e-35 0.09449404761904763 658.36447093627214 0.45080645161290328 0.38956639566395673 1.5000000000000002 3.5000000000000004 0.2022727272727273 404.20786775113203 2.5000000000000004 7.5000000000000009 0.17445652173913045 5.5000000000000009 0.059714795008912663 2.5000000000000004 0.40967365967365971 4.5000000000000009 0.091966173361522213 1113.5670458188422 2.5000000000000004 33.500000000000007 0.096006144393241177 7.5000000000000009 0.58957219251336912 0.43826219512195125 2.5000000000000004 0.19756097560975613 0.61651583710407254 1061.8284994139024 20.500000000000004 0.12060606060606062 0.28062500000000007 2263.042265477196 2299.1146759378844 0.22792207792207794 2.5000000000000004 6.5000000000000009 0.03883861236802414 0.21132376395534294 1078.5099592134823 0.077935222672064791 0.043961352657004842 0.084219858156028379 0.04210992907801419 0.050641025641025648 605.82236088400703 3.5000000000000004 2.5000000000000004 471.21305960643878 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 40 6 4 17 9 -3 8 -8 11 13 12 28 14 -11 -16 -7 -4 19 22 21 -21 26 -24 36 -26 -19 -20 -6 31 -31 33 -33 39 35 -13 37 -23 -38 -28 41 43 49 -1 -45 47 -47 48 -46 -43
right_child=-2 2 3 -5 5 16 7 -9 -10 10 -12 34 -14 -15 15 -17 -18 18 27 20 -22 24 23 -25 25 -27 29 -29 -30 30 -32 32 -34 -35 -36 -37 38 -39 -40 -41 -42 42 -44 44 45 46 -48 -49 -50 -51
leaf_value=0.00061039587599225347 -4.2087888137601971e-06 2.5617102180439889e-06 -1.1274461893881718e-05 6.0427432580546148e-06 2.1989448980807755e-05 0.00020294877536441831 -0.00043481777298092357 -0.00030167230978349834 -5.1940220249629979e-07 5.6389873382505679e-05 0.001441209132639819 -0.00023276052319286261 0.00094945328455651188 0.00020035315733073447 -8.0043621781486558e-06 -0.0009390933691809716 -0.0005005563414135181 -8.6670583521000652e-05 -0.00024250206777468443 -0.00053924358046681775 -0.00087782567564863724 -0.00069151836037124707 -0.00034455696562349131 0.000539568062278352 0.00023903983586933466 0.0014518931767352943 2.8985188766162828e-05 0.00065507677341388034 0.00066098931392410867 0.0014857231816720396 0.00024112746313345091 0.00019668821536409861 0.0015403475445371283 -0.00059912113363772067 -7.4500442230442731e-05 -0.0013556698867782521 0.0011251503177138349 0.00015484271215063927 0.0002078890714723717 0.00061011240790360315 -3.8648961242868409e-06 -0.0001197132141938342 -0.00074369058973388757 -0.0012930102417997729 -0.00035929233188603763 -0.00014878192867881274 0.00030837644944700453 0.001054901291634171 0.00024131650671188254 -0.00072283234355078707
leaf_weight=48 155195 55305 5348 23908 1043 2172 105 520 1307 236 36 90 24 605 41 44 34 694 368 41 25 41 215 31 30 22 1430 22 42 21 162 422 23 79 586 26 36 2300 56 47 24427 965 60 26 73 816 135 26 275 48
leaf_count=48 155195 55305 5348 23908 1043 2172 105 520 1307 236 36 90 24 605 41 44 34 694 368 41 25 41 215 31 30 22 1430 22 42 21 162 422 23 79 586 26 36 2300 56 47 24427 965 60 26 73 816 135 26 275 48
internal_value=0 5.24915e-06 9.83181e-06 2.53224e-05 5.34422e-05 0.000108892 -1.07499e-06 -0.000105178 -3.2815e-05 4.26928e-05 0.000150475 -1.45608e-05 6.6261e-05 0.000100295 -8.82875e-05 -0.00048998 0.000192106 2.92518e-05 6.49871e-05 8.26389e-05 0.000146998 0.000157141 3.00846e-05 -0.000233143 0.00016863 0.00075217 5.25842e-05 -0.000191869 4.67249e-05 9.68346e-05 0.00038395 7.05767e-05 0.000266136 1.46488e-05 -0.000142241 -0.000484447 0.000156158 0.00014002 0.000566817 4.74774e-05 -1.13678e-05 -8.55073e-05 -0.000181585 -1.1818e-05 -3.39248e-05 -9.21819e-06 -8.38856e-05 0.000180645 0.000115327 -0.000148291
internal_weight=0 124436 97537 40300 16392 4979 57237 1932 1412 2773 962 1811 1109 926 321 85 2206 11413 6065 5675 2551 2526 3124 246 2485 52 2878 390 1085 2184 183 2001 445 1556 702 116 2433 2341 92 1477 26899 2472 1073 1399 1351 1325 951 374 348 1013
internal_count=279631 124436 97537 40300 16392 4979 57237 1932 1412 2773 962 1811 1109 926 321 85 2206 11413 6065 5675 2551 2526 3124 246 2485 52 2878 390 1085 2184 183 2001 445 1556 702 116 2433 2341 92 1477 26899 2472 1073 1399 1351 1325 951 374 348 1013
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=51
num_cat=0
split_feature=3 1 1 7 14 1 9 10 13 11 11 9 0 10 0 10 13 10 5 0 14 7 13 5 13 10 4 13 10 0 10 7 4 6 1 0 0 14 5 10 14 7 0 10 0 4 6 12 10 6
split_gain=0.00240194 0.0114912 0.00893723 0.00858997 0.00836706 0.0101137 0.0108124 0.0129511 0.0116663 0.00826627 0.0119041 0.00866659 0.0161334 0.0132325 0.023652 0.0136708 0.0153711 0.0157977 0.0156784 0.024058 0.0153097 0.014078 0.0125325 0.0164367 0.0131879 0.0123497 0.0122806 0.0175832 0.0164853 0.015393 0.0160235 0.0196188 0.0111548 0.0108592 0.0163129 0.0127291 0.0129742 0.0117093 0.0107234 0.0102986 0.0102765 0.0100033 0.00982733 0.00981413 0.00929398 0.00833274 0.0218153 0.0111383 0.0105386 0.0237665
threshold=25.500000000000004 3049.3733999235665 2936.4214567341296 4.5000000000000009 0.49418604651162795 2627.3186063900753 2.5000000000000004 0.90121951219512209 0.70710784313725505 0.037749287749287756 0.267948717948718 2.5000000000000004 712.68736108603218 0.74133811230585434 1146.5960345662522 0.92450142450142458 0.14459930313588851 0.93218390804597717 3.5000000000000004 942.80558483579864 0.12632978723404256 1.0000000180025095e-35 0.037749287749287756 8.5000000000000018 0.036375661375661381 0.41277890466531447 4.5000000000000009 0.072299651567944254 0.82807881773399028 933.44303385326884 0.79057017543859665 3.5000000000000004 10.500000000000002 2.5000000000000004 2503.1236745302976 957.12540010465557 887.94124131670708 0.35388994307400384 2.5000000000000004 0.21913109756097562 0.19139194139194141 2.5000000000000004 952.21519948873902 0.072299651567944254 876.4685166017922 3.5000000000000004 3.5000000000000004 4.5000000000000009 0.28388278388278393 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 5 6 7 -5 -8 11 -11 13 -13 14 22 21 17 -17 19 -19 -20 -15 24 25 -2 45 28 40 -23 30 -29 -32 -18 35 -35 36 -22 -38 39 43 -28 -21 -30 -14 -25 46 -24 48 -47 -50
right_child=2 -3 -4 4 -6 -7 8 -9 -10 10 -12 12 38 15 -16 16 32 18 20 41 33 26 23 44 -26 -27 27 29 42 -31 31 -33 -34 34 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 47 -48 -49 49 -51
leaf_value=-2.5469498329118434e-07 -7.7134545803699881e-06 -0.00048064132586005142 -1.9665374476098071e-06 -0.00044304336406728728 5.8377648274165596e-06 -0.00088155980315059428 -2.0756139844145747e-05 -7.2654462996571948e-05 0.00088367368086685679 0.0016264687181683259 0.00023643664690777106 -8.1391874856941211e-05 8.5453424253501006e-05 0.0013540856851785282 0.00046406703075035693 -0.0012654640828259291 0.00013213768551201621 -0.0020358874055091294 -0.00039299096257670971 0.00059655253146775064 0.00019739921222531443 0.00063219308486783549 0.001883927740273066 9.5150275316474773e-05 0.0010908738306384563 -0.00040328027349851957 0.0020650857278572705 0.001882025350509635 -0.0013270967085190933 -0.00023735702186486267 0.00097098557947902005 -0.00088793345070867387 0.0011262476584745636 0.0011737507360521705 -0.00028060779408499518 0.00011668387221561716 0.00074952538169992082 0.0023369288404605222 0.00030420360509960997 0.000233874313628555 0.00056900573915547948 -0.0005882232988839069 8.5764110626769248e-05 -0.0011552634721344992 -0.00089339814276723759 -0.00011144563908492815 -0.00024794049502816054 -0.00057321917024738577 0.0016650791062662999 -4.0476759980379033e-05
leaf_weight=255081 139 125 16840 409 1067 50 188 558 44 20 67 513 28 34 160 30 1047 24 161 25 36 34 20 29 34 325 24 22 32 83 40 22 29 22 156 128 26 21 1106 77 22 62 20 37 132 268 30 90 30 64
leaf_count=255081 139 125 16840 409 1067 50 188 558 44 20 67 513 28 34 160 30 1047 24 161 25 36 34 20 29 34 325 24 22 32 83 40 22 29 22 156 128 26 21 1106 77 22 62 20 37 132 268 30 90 30 64
internal_value=0 -1.3578e-06 1.58154e-05 -1.12505e-06 -9.69843e-05 -0.000184823 -0.000155769 -0.000229313 0.000150774 7.26476e-05 0.000555984 6.45329e-05 0.000154657 1.81403e-05 -0.000105846 9.61333e-05 4.07523e-05 -0.000143271 -9.2339e-05 -0.00063439 1.70568e-05 0.000390002 -0.000184386 -0.000253128 0.000208194 -0.000163145 0.000280374 0.000483986 -0.000223921 0.000245562 0.000722731 0.000311369 0.000158931 0.000186768 -0.000100856 0.000429408 0.000911681 0.00145879 0.000251687 -0.00015735 0.00134957 -0.00024777 -0.000783689 -0.000620801 -0.000715337 -7.6792e-06 0.000604807 -7.54321e-05 4.83272e-05 0.00050385
internal_weight=0 257522 22109 257397 2316 1249 1199 967 232 5269 87 5182 1761 3421 1321 2100 1767 691 661 111 550 333 1161 988 173 827 299 213 86 167 84 62 1076 389 178 211 83 47 1248 142 46 87 52 65 161 502 50 452 362 94
internal_count=279631 257522 22109 257397 2316 1249 1199 967 232 5269 87 5182 1761 3421 1321 2100 1767 691 661 111 550 333 1161 988 173 827 299 213 86 167 84 62 1076 389 178 211 83 47 1248 142 46 87 52 65 161 502 50 452 362 94
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=51
num_cat=0
split_feature=8 3 1 0 13 7 12 9 13 8 3 14 14 8 10 4 13 4 14 14 0 14 14 0 14 14 7 13 1 14 12 7 0 4 0 14 0 10 10 5 0 12 1 12 7 9 10 0 10 12
split_gain=0.00241277 0.00509172 0.0100895 0.00717427 0.0071723 0.00589105 0.00577613 0.0055872 0.00488467 0.00986999 0.00791965 0.0064917 0.00871458 0.0172615 0.00923354 0.00890316 0.0077577 0.00709262 0.0112812 0.0131262 0.0108278 0.00803845 0.0108505 0.0111968 0.010746 0.00829211 0.00805218 0.00797741 0.0140273 0.0233247 0.0162818 0.0111226 0.0165396 0.0103501 0.010045 0.0141341 0.0106859 0.0076099 0.00862742 0.00745877 0.007382 0.0071288 0.0143471 0.0218637 0.0120348 0.0115913 0.00998751 0.0162318 0.0144668 0.0171175
threshold=3.5000000000000004 28.500000000000004 3091.4684149673285 664.82673601874205 0.21807065217391305 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.33712121212121215 6.5000000000000009 32.500000000000007 0.043961352657004842 0.063164893617021281 5.5000000000000009 0.1126984126984127 8.5000000000000018 0.053342816500711245 11.500000000000002 0.16496598639455784 0.22361111111111112 1242.5784396434321 0.29478609625668456 0.3373983739837399 1061.8284994139024 0.28730158730158734 0.32200460829493094 1.5000000000000002 0.18065268065268067 3134.7261784906077 0.56330128205128216 2.5000000000000004 1.0000000180025095e-35 967.10338307104212 6.5000000000000009 977.9268823093272 0.46247654784240161 1078.5099592134823 0.36899313501144165 0.58434959349593507 7.5000000000000009 947.46592333298213 3.5000000000000004 3297.5540643465279 4.5000000000000009 1.5000000000000002 1.5000000000000002 0.5270467836257311 1078.5099592134823 0.26138716356107666 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -4 -6 11 -10 -11 -5 13 14 -13 -16 -15 21 20 -20 -19 24 23 26 41 -25 -23 31 29 -29 -30 32 -24 -32 35 39 37 -36 -39 -33 -37 44 43 -43 45 -14 48 -48 -44 -50
right_child=1 3 4 8 7 -7 -8 -9 9 10 -12 12 17 16 15 -17 -18 18 19 -21 -22 22 27 25 -26 -27 -28 28 30 -31 33 34 -34 -35 36 40 -38 38 -40 -41 -42 42 46 -45 -46 -47 47 -49 49 -51
leaf_value=1.1762701752927178e-06 -2.7951333668970333e-05 0.00063278144272994636 0.00089522934791776132 -0.00022505244190697545 -0.00036012080923279022 -0.00042573189595354908 -0.00021042008749511161 -0.0012538899422746483 0.00020193552863702281 -0.00048579058220295923 8.1194534715261878e-05 -0.00094837792196565066 -0.00091609622992109511 0.0015737362456275151 0.00059606704765298804 -0.00037364330342914 0.00051009577007789632 0.0013759967244884655 -0.0010040456505241589 0.00030193505557002246 0.00012000080587313278 0.00079044851881917568 -0.001711923994967947 0.00058379164459466026 -0.001234519100260167 0.001874025814177003 -0.00038549137062619668 -0.00018241581520946374 -0.00043073561412581641 0.0019665046678190782 -0.00025387474161107096 0.00033118060883134605 -2.8073179419152441e-05 0.0010178179521972198 -0.0011209401061763814 0.00041410157596592583 2.2608633310332356e-05 0.00059061325642687738 -0.00075005015290419879 -0.0007867855567334069 0.0014435389499773185 0.00085222742179492071 -5.8886652134658244e-05 -9.916416188894397e-05 -0.00052344652337147062 0.00043675665909081307 0.00073590947612427876 -0.0001416527116757085 -0.00029866075238242049 -0.0013441843007233713
leaf_weight=262776 12734 49 21 313 36 81 27 34 800 106 147 22 20 30 56 41 40 37 26 74 32 24 25 33 21 20 37 23 84 28 24 25 35 48 43 102 187 20 30 37 21 104 294 144 205 76 74 183 125 57
leaf_count=262776 12734 49 21 313 36 81 27 34 800 106 147 22 20 30 56 41 40 37 26 74 32 24 25 33 21 20 37 23 84 28 24 25 35 48 43 102 187 20 30 37 21 104 294 144 205 76 74 183 125 57
internal_value=0 -1.83385e-05 -3.34721e-05 3.15653e-05 -0.000386746 -0.000165626 0.000273302 -0.000794237 2.39589e-05 0.00011585 -0.000156357 -1.03537e-05 1.64515e-05 0.000342921 -2.35625e-05 0.000186189 0.000965942 -1.01674e-05 0.000301715 -3.76199e-05 0.000793506 -3.46942e-05 8.53178e-05 0.000539063 -0.000112615 0.00107067 7.71735e-05 1.46525e-05 0.000277522 0.000997384 4.21825e-05 -8.89931e-05 -0.000729678 0.00059392 -6.32413e-06 0.000279574 -0.000195221 -0.000633222 -0.000213785 -0.000335993 0.000589859 -9.4237e-05 -2.89265e-05 0.000299807 -0.000307093 0.000154912 -0.000140149 0.000111031 -0.000275764 -0.000626105
internal_weight=0 16855 12933 3922 199 129 48 70 3873 1053 253 2820 2507 189 119 97 70 2318 169 100 69 2149 846 114 1303 53 61 732 207 51 156 525 60 72 465 185 280 93 50 62 123 1282 981 248 301 96 733 257 476 182
internal_count=279631 16855 12933 3922 199 129 48 70 3873 1053 253 2820 2507 189 119 97 70 2318 169 100 69 2149 846 114 1303 53 61 732 207 51 156 525 60 72 465 185 280 93 50 62 123 1282 981 248 301 96 733 257 476 182
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=51
num_cat=0
split_feature=3 1 0 0 13 10 4 0 14 14 1 3 3 1 3 10 13 0 0 12 14 12 4 0 0 10 0 1 7 10 10 6 0 9 9 13 1 12 12 1 14 14 1 10 13 4 1 0 13 6
split_gain=0.00240179 0.00932266 0.00724108 0.00608909 0.00697628 0.00603574 0.00444182 0.0039519 0.00386319 0.00471905 0.00338617 0.0143839 0.00716716 0.00696857 0.00621759 0.00577138 0.00557608 0.0101889 0.0194329 0.00948315 0.00674622 0.00641516 0.00517872 0.00496711 0.00469116 0.00456098 0.00439066 0.00815826 0.00402472 0.0055296 0.0145454 0.0174585 0.0130531 0.015379 0.0102889 0.0134594 0.014694 0.0180571 0.0141 0.0133229 0.0104003 0.0096133 0.0183104 0.00936177 0.00925538 0.00866708 0.00854654 0.00850217 0.00754976 0.0103575
threshold=7.5000000000000009 949.58237921163402 371.21279892533875 683.80975018444701 0.56594202898550738 0.13714733542319751 3.5000000000000004 414.64074193296955 0.28062500000000007 0.56949806949806958 1205.6450475795143 10.500000000000002 10.500000000000002 1357.6621260085051 9.5000000000000018 0.39339826839826847 0.49390243902439029 1001.157454449629 967.10338307104212 1.5000000000000002 0.6984848484848486 3.5000000000000004 4.5000000000000009 1054.4749595559522 371.21279892533875 0.88303693570451447 541.78311006701699 940.61843036718403 1.0000000180025095e-35 0.81322674418604668 0.71240601503759404 3.5000000000000004 545.75918350266704 2.5000000000000004 2.5000000000000004 0.04210992907801419 2606.2997478250472 4.5000000000000009 5.5000000000000009 2606.2997478250472 0.059714795008912663 0.56949806949806958 2452.3200893468074 0.7231800766283526 0.067424242424242428 7.5000000000000009 1975.0328207986952 1086.8692189335923 0.54006410256410264 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -7 -10 12 13 16 14 -12 -16 20 18 19 22 21 -2 26 -19 -13 -24 -18 -28 29 30 44 34 -31 -34 35 38 41 -38 43 -40 -36 -37 -43 46 -26 -39 -32 -45 49 -46
right_child=10 -3 3 4 -6 8 -8 -9 9 -11 11 24 -14 -15 15 -17 17 23 -20 -21 -22 -23 25 -25 28 -27 27 -29 -30 32 31 -33 33 -35 40 36 37 45 39 -41 -42 42 -44 47 48 -47 -48 -49 -50 -51
leaf_value=-0.000333933350722238 -3.0024094382387969e-05 -0.00020890143731803446 0.00035144041085302772 0.0011160517594991969 5.4669422209577363e-06 -0.00013225582895681025 0.00056540429768911396 3.6833459648940049e-05 7.0424140134144132e-05 -3.7592679778337606e-05 -0.00020108519802429818 -0.00021535021433553641 6.7606845927060906e-05 -0.00031907234722990379 7.9823419629471177e-06 -8.1828281108506512e-05 2.3499656126054397e-05 0.0011197675410057268 -0.0013990414064513365 0.00015374718302455743 4.5889973308740252e-05 0.00015701340527962755 0.00021354495389107266 0.00018265509548095557 -3.215097062506327e-05 2.6722436882633178e-05 0.00088685195660218605 -3.734120148931298e-05 -4.46168913940974e-06 -0.00016461086395584405 0.00044702536512264304 -0.00041207918136359172 6.4143315990812522e-07 -0.00087706642932607797 0.00082126969244764665 9.4421749098096266e-05 -0.0010842830895192244 -0.00049735052351657625 0.00040268845017029281 0.0019191913165351644 -0.00015884385112513691 0.00026756805294413176 0.0016790976476234694 0.00027815467821509608 3.1815099845260856e-05 0.00081258087177827438 0.0017038936229212033 -0.00069289349848986612 -1.9306171237303035e-05 0.00060143921741655508
leaf_weight=169 17203 650 122 26 31 720 54 549 1382 3768 694 251 5315 264 3059 4308 12982 31 24 1328 4137 471 596 26 9694 723 24 4728 132917 1276 38 152 27092 50 29 2050 55 23 30 28 406 538 24 371 32403 28 21 24 8667 80
leaf_count=169 17203 650 122 26 31 720 54 549 1382 3768 694 251 5315 264 3059 4308 12982 31 24 1328 4137 471 596 26 9694 723 24 4728 132917 1276 38 152 27092 50 29 2050 55 23 30 28 406 538 24 371 32403 28 21 24 8667 80
internal_value=0 -2.79684e-05 -1.07266e-05 -2.51523e-06 0.000512049 -6.96257e-06 0.000129144 9.40347e-05 -2.3773e-05 -8.60642e-06 7.67754e-07 -1.79958e-06 1.28832e-05 -6.62927e-05 -5.80141e-05 -4.45362e-05 6.00283e-06 2.47513e-05 2.28866e-05 2.4561e-05 -1.15861e-05 -2.50397e-05 1.55567e-05 0.000692313 6.83249e-07 0.00011114 8.44749e-06 -3.26736e-05 9.34292e-07 9.56725e-06 1.88682e-05 0.000113004 -8.32286e-06 -9.75448e-07 0.000134781 0.000165525 0.000121226 -0.000455871 0.000400689 0.00113479 -9.35029e-05 0.000144646 0.000327847 0.000306905 1.18012e-05 0.000221827 0.000894385 0.000219154 2.21554e-05 3.3218e-05
internal_weight=0 7471 6821 6652 57 6595 725 671 5870 5150 272160 224572 47588 8325 8061 7367 42273 20462 20405 20381 21811 17674 19053 57 216247 1319 17734 4752 215996 83079 54661 3817 28418 27142 3665 3230 2718 106 512 58 435 2612 562 454 50844 51 59 395 41150 32483
internal_count=279631 7471 6821 6652 57 6595 725 671 5870 5150 272160 224572 47588 8325 8061 7367 42273 20462 20405 20381 21811 17674 19053 57 216247 1319 17734 4752 215996 83079 54661 3817 28418 27142 3665 3230 2718 106 512 58 435 2612 562 454 50844 51 59 395 41150 32483
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=51
num_cat=0
split_feature=3 1 5 1 3 4 10 9 14 7 5 14 10 7 13 4 10 1 8 0 12 14 1 4 9 1 0 1 7 13 8 10 13 1 12 10 5 1 13 12 5 0 13 10 10 6 1 10 6 4
split_gain=0.00239332 0.0158075 0.00976395 0.0088254 0.00731367 0.00886053 0.0115296 0.00811124 0.00842713 0.00789545 0.0139668 0.0126895 0.0132422 0.0112581 0.0100447 0.00833012 0.01029 0.00830703 0.00799267 0.0075533 0.00731325 0.00700647 0.00654747 0.010939 0.00937884 0.0128466 0.0116179 0.0112687 0.0160331 0.01286 0.0119359 0.0108934 0.0114338 0.0108366 0.0121896 0.0151583 0.0105058 0.00926504 0.00896104 0.0112813 0.0141282 0.01359 0.0156589 0.0137021 0.012804 0.0113082 0.0112459 0.0103967 0.0149056 0.0158928
threshold=18.500000000000004 2157.1361945500553 3.5000000000000004 2263.042265477196 21.500000000000004 8.5000000000000018 0.39339826839826847 2.5000000000000004 0.41801075268817212 2.5000000000000004 1.5000000000000002 0.26201372997711675 0.65450928381962881 3.5000000000000004 0.79772727272727284 6.5000000000000009 0.34891304347826091 2423.1344677252664 3.5000000000000004 587.99658264167203 2.5000000000000004 0.59317129629629639 2554.1430983545456 3.5000000000000004 2.5000000000000004 2287.1494267431067 617.77985025136707 2364.0969371768856 3.5000000000000004 0.91833333333333345 1.5000000000000002 0.22361111111111112 0.913664596273292 2423.1344677252664 1.5000000000000002 0.19756097560975613 3.5000000000000004 2311.1327031133555 0.03883861236802414 3.5000000000000004 4.5000000000000009 845.0925897907822 0.26006441223832533 0.036375661375661381 0.27149877149877155 1.0000000180025095e-35 2452.3200893468074 0.12660256410256412 1.5000000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 9 -7 8 -8 17 11 15 13 20 -12 -11 -17 18 -5 -20 -13 -10 23 -6 31 -26 -27 28 36 33 -30 32 37 34 -29 -36 -28 -25 46 41 47 45 43 -43 -42 -40 -35 48 49 -41
right_child=3 2 -4 4 22 6 7 -9 21 10 14 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 26 27 29 30 -31 -32 -33 -34 38 35 -37 -38 -39 39 40 44 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.2623024957163364e-06 3.6274263255394757e-05 -0.00011165904128619135 -0.00077921525475436028 2.9293915400684327e-06 -9.3309558037869586e-05 0.00048821532851353914 0.00024736184871834683 -0.00083956573378398194 -0.00054494616356290252 -0.00047410912551463586 -0.00036748412396952947 0.0010024178792004282 -0.00039533378301477513 0.0018153894914402849 -0.0014515713079953972 -0.00044610481804389007 0.00092374917264257013 -0.00010438719467446226 0.00047653699002694341 -0.00027959982210904854 -0.00017414243449456992 0.00050831469066906724 -3.2783879424045763e-06 -0.00072910669466406388 0.00092179040069682882 -9.8510567379563041e-05 3.4875831001305156e-05 0.00062475407400845815 0.00062386279989203269 -0.00056377191442973735 -0.00098848691316864769 5.857773482307094e-05 0.00050943720509001816 0.0015080378059512721 -0.00073720100251875923 0.00010974145791676296 0.0011424129303662454 -0.00012583490116057651 0.00056108576759833137 0.00032294531799076744 -0.00089419615986814399 0.0012622444628505036 0.0012620621045000367 -0.00027399772934199489 0.00019342163736731639 8.1876360156645e-05 0.00038733968230308561 -7.0009380160416493e-05 -0.00015317928718199691 0.0015859977055515629
leaf_weight=200568 19802 2506 56 7648 1281 181 203 27 75 113 301 28 31 21 23 26 29 3175 36 400 25 20 34497 69 52 462 28 44 22 62 24 5067 66 26 100 112 91 820 163 66 73 21 71 47 43 503 161 259 67 40
leaf_count=200568 19802 2506 56 7648 1281 181 203 27 75 113 301 28 31 21 23 26 29 3175 36 400 25 20 34497 69 52 462 28 44 22 62 24 5067 66 26 100 112 91 820 163 66 73 21 71 47 43 503 161 259 67 40
internal_value=0 -2.83873e-06 -0.00012625 7.53756e-06 -2.49867e-06 -3.65073e-05 0.000168396 -9.71842e-06 6.54691e-05 -4.52523e-05 -0.000222448 4.1017e-05 0.000472209 0.000835639 -0.000444441 -0.000228478 0.000276182 -3.58566e-05 -8.94119e-06 -0.000217167 0.000447437 -0.000323207 6.98358e-06 4.29599e-05 6.33549e-05 0.000143994 0.000127718 0.000179382 0.000575378 0.000144216 -0.000217363 2.93828e-05 -0.000125518 0.000168656 -0.000132578 -0.00028976 0.000881816 -0.000172658 0.000218732 0.000173892 -1.0955e-06 0.000293014 0.000742703 0.00020043 -0.000491027 0.00019916 0.000543159 0.00013046 0.000430585 0.000799569
internal_weight=0 203130 2562 76501 56699 12362 506 325 298 11856 597 273 105 74 324 168 55 11259 8084 436 53 95 44337 9840 8559 2537 2485 2023 165 1858 46 6022 955 1796 256 212 119 889 1540 1353 548 805 139 68 116 666 187 432 173 106
internal_count=279631 203130 2562 76501 56699 12362 506 325 298 11856 597 273 105 74 324 168 55 11259 8084 436 53 95 44337 9840 8559 2537 2485 2023 165 1858 46 6022 955 1796 256 212 119 889 1540 1353 548 805 139 68 116 666 187 432 173 106
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=51
num_cat=0
split_feature=8 12 3 0 4 14 6 9 0 0 10 13 0 4 10 14 13 0 14 4 5 0 14 10 14 1 13 10 5 13 4 2 14 5 3 6 14 9 14 4 7 12 10 7 4 1 10 9 14 14
split_gain=0.00242414 0.00331847 0.00438359 0.0139463 0.0263562 0.00838511 0.00797523 0.00904891 0.0176983 0.0150175 0.0057493 0.00534483 0.00810063 0.0104913 0.00786757 0.00683823 0.00863447 0.00823488 0.00767216 0.0110585 0.00545547 0.0101546 0.00538585 0.00536458 0.00533719 0.00485523 0.00460137 0.00435067 0.00427045 0.00399838 0.00546728 0.00803463 0.00731047 0.00707393 0.00756817 0.00715893 0.00629517 0.00685206 0.00638245 0.00585665 0.0060972 0.00677253 0.00556586 0.0052629 0.00700191 0.0095657 0.0150765 0.00603989 0.00588835 0.00577292
threshold=1.0000000180025095e-35 2.5000000000000004 23.500000000000004 1321.1033005038273 5.5000000000000009 0.072299651567944254 1.5000000000000002 2.5000000000000004 880.4064522592422 937.98699740156701 0.3066239316239317 0.65450928381962881 1027.0057469844974 5.5000000000000009 0.57979626485568769 0.49418604651162795 0.10102040816326532 733.03783481254891 0.60263157894736852 7.5000000000000009 4.5000000000000009 800.94442982758699 0.39736842105263165 0.79057017543859665 0.87750000000000006 2739.3600366868154 0.24068965517241384 0.27842377260981915 3.5000000000000004 0.077677224736048281 3.5000000000000004 1.5000000000000002 0.074537037037037054 5.5000000000000009 28.500000000000004 2.5000000000000004 0.084219858156028379 2.5000000000000004 0.57359307359307377 9.5000000000000018 3.5000000000000004 6.5000000000000009 0.3133928571428572 5.5000000000000009 12.500000000000002 3616.7164640063575 0.43614130434782611 2.5000000000000004 0.36474501108647456 0.17445652173913045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 -5 -4 7 8 -7 10 26 15 13 -13 -15 17 24 -8 -18 -20 21 -19 23 27 -17 -1 -9 -23 -10 43 31 -31 33 34 35 -32 -33 -38 -39 40 41 -36 -35 44 45 49 -47 48 -45 -3
right_child=-2 29 5 4 -6 6 11 9 28 -11 -12 12 -14 14 -16 16 18 20 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 30 32 36 -34 42 39 -37 37 38 -40 -41 -42 -43 -44 47 -46 46 -48 -49 -50 -51
leaf_value=-8.1891676574509385e-07 -3.6438535154291763e-06 3.7521651921793576e-05 -0.00059784271120167298 -0.0019774265550076965 0.00036787093191853037 0.0019974217988419697 0.00048774493578192154 -0.00044025040813721721 -0.00013876988523406908 0.0012798148828669978 -0.00074766721289571639 -0.00053326683079687532 0.001030064663916619 0.0010402397342576561 -0.00014953592957075065 0.0013255749455614327 0.000709838978946209 -0.0013681164728477598 0.00034575309556234501 -0.0010235038950728874 0.00028303248156237625 -8.5297663114033647e-05 -0.0009392727332287904 0.00036629439332377722 0.0002340912386508925 -0.00069773923387401744 0.00053884077915730211 -0.00086374880769913686 0.00082565531219271093 -0.00091705124068539598 -9.6411318931131215e-06 0.0001036384923599013 6.1829080755728338e-05 -0.0012728275991594274 0.000435561450597431 -0.00031358100859592731 1.0973399538558254e-05 -0.00011082294147186838 0.00078720007557421924 -7.4074619042221464e-05 4.5580298224787998e-05 0.0017211818270152436 -0.0001434427860658616 -0.00050772700157143517 0.00079609940595993839 -0.0010366459495604172 0.00023431605844962181 0.0010866743477020899 0.00056922585548212126 -3.4327656034312966e-05
leaf_weight=69258 173399 4623 38 25 23 24 37 20 24 23 28 38 32 33 24 24 24 25 29 30 31 50 25 37 21 25 30 28 22 24 2368 1224 13442 20 21 211 5026 1847 20 40 23 20 24 22 27 56 40 23 30 7073
leaf_count=69258 173399 4623 38 25 23 24 37 20 24 23 28 38 32 33 24 24 24 25 29 30 31 50 25 37 21 25 30 28 22 24 2368 1224 13442 20 21 211 5026 1847 20 40 23 20 24 22 27 56 40 23 30 7073
internal_value=0 5.94774e-06 -4.0635e-07 -1.66065e-06 -0.000853638 0.00012436 0.000166004 0.000459844 0.000896744 0.000157042 -0.000174032 6.30398e-05 0.000342023 0.000110262 0.000539282 -3.51068e-05 0.000258497 -0.0001964 -4.38812e-05 -0.000350479 -0.000325549 -0.000439889 -0.000274134 -0.000129539 0.000816216 -1.07039e-06 0.000147204 -0.000364742 0.000322477 1.82382e-05 2.98609e-05 -3.556e-06 4.66861e-05 -2.79572e-05 -1.76444e-05 -3.45079e-05 -8.55014e-07 -1.94101e-05 -0.000101203 0.000400536 0.000697168 0.00106269 -0.0006568 -5.51719e-06 -8.16666e-06 -1.00082e-05 -0.000507078 0.000412004 0.000113592 -5.92826e-06
internal_weight=0 106232 70028 69331 48 697 659 171 70 101 78 488 127 95 57 361 128 233 83 59 196 165 140 115 45 69283 50 78 46 36204 24310 8141 16169 2727 2683 2579 8117 6893 1867 104 64 41 44 11894 11819 11792 96 75 52 11696
internal_count=279631 106232 70028 69331 48 697 659 171 70 101 78 488 127 95 57 361 128 233 83 59 196 165 140 115 45 69283 50 78 46 36204 24310 8141 16169 2727 2683 2579 8117 6893 1867 104 64 41 44 11894 11819 11792 96 75 52 11696
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=51
num_cat=0
split_feature=7 3 1 10 0 9 4 1 1 0 6 0 6 10 4 0 10 10 10 14 0 8 13 7 14 10 13 13 6 6 7 13 1 1 14 8 13 3 14 14 3 14 10 2 1 14 1 0 10 1
split_gain=0.00237344 0.00237959 0.0102456 0.01962 0.0199091 0.0100181 0.00976976 0.00966629 0.0104475 0.00939896 0.0108433 0.0120383 0.0142843 0.01002 0.0139391 0.00918714 0.0088635 0.00806118 0.00794877 0.00788354 0.0136886 0.0152402 0.00737292 0.0108361 0.0178722 0.00855374 0.00845551 0.0072892 0.00723147 0.00734997 0.00720425 0.00864729 0.013395 0.00906904 0.00748727 0.00731845 0.00716865 0.00743072 0.00813614 0.00743286 0.00704531 0.00686893 0.00682568 0.00676358 0.00668997 0.00645415 0.00637109 0.00599951 0.00653445 0.00593789
threshold=17.500000000000004 25.500000000000004 2818.3175397299569 0.63762626262626265 972.47622060718538 2.5000000000000004 6.5000000000000009 2486.2186977821766 2251.1234410074267 972.47622060718538 1.5000000000000002 1007.5118299007487 1.0000000180025095e-35 0.77913279132791347 9.5000000000000018 961.9848145785071 0.75337837837837851 0.2022727272727273 0.73746867167919816 0.3373983739837399 1135.086528240877 2.5000000000000004 0.080540540540540564 1.0000000180025095e-35 0.16843971631205676 0.042572463768115944 0.19756097560975613 0.31909090909090915 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 0.70710784313725505 2469.2009762718558 2408.1508409761141 0.62678571428571439 2.5000000000000004 0.03883861236802414 24.500000000000004 0.16496598639455784 0.23904761904761906 24.500000000000004 0.64400921658986188 0.45584415584415588 2.5000000000000004 3241.4713401430272 0.15075757575757578 2969.5094685919271 1001.157454449629 0.31643132220795894 2969.5094685919271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 30 4 6 -6 15 8 -3 13 11 12 -11 18 28 -4 -12 -17 40 45 21 -21 -8 24 25 -24 -27 -28 -15 -30 -1 33 35 34 -32 -33 -7 38 -38 47 -5 -36 -37 44 -9 -10 -18 48 -39 -45
right_child=-2 7 3 9 5 36 22 43 19 10 16 -13 -14 14 -16 17 46 -19 -20 20 -22 -23 23 -25 -26 26 27 -29 29 -31 31 32 -34 -35 41 42 37 39 -40 -41 -42 -43 -44 49 -46 -47 -48 -49 -50 -51
leaf_value=4.9140402501783042e-07 -0.00048715778114274142 -0.0006510681026239499 -0.00016631624837696793 -0.0010351346316331599 -0.00010005434590199651 -0.0013860061019659042 0.00036626436153043963 9.8226323897519338e-05 0.00053819305321667343 -4.425593781181508e-06 -0.0011986567173153163 -0.00021991011076402125 0.0014728433583513834 -0.00032113264999626315 0.00011471307250856725 -0.00020122285372613428 -1.3396618243906489e-06 0.00094759752305312642 0.00033371931131114256 0.0020806468216081459 0.00010899329354288057 0.0003902231796018896 0.0016417432836966499 -0.0001082878027886776 -0.00014656747307691893 -4.0094024370773695e-05 0.0013545061721202188 0.0003403641148211404 -0.0016712901779439649 -0.00085710346689805972 -0.00016112023394249003 9.9112389312426923e-05 0.0010274264141437873 -0.0003793166454247406 0.0010144409069471293 0.00034466727720428025 0.00082480024895630792 -0.0018732691853074357 -0.00055410549115470571 -3.9859028236771176e-05 -0.00017957614983096358 5.8022914169247044e-05 -0.00048094824713189159 5.3611079910259622e-05 0.00073853154878764018 -0.00041449498385190967 -0.00085873452820427101 -0.00043848323135485729 -0.00072916093430159482 -9.7397834952101517e-06
leaf_weight=252674 25 22 513 35 219 25 307 1420 40 36 31 91 30 34 37 26 78 37 46 30 40 24 21 361 110 40 37 34 43 78 947 511 34 344 20 32 20 24 23 33 77 306 115 4850 42 32 30 37 26 15584
leaf_count=252674 25 22 513 35 219 25 307 1420 40 36 31 91 30 34 37 26 78 37 46 30 40 24 21 361 110 40 37 34 43 78 947 511 34 344 20 32 20 24 23 33 77 306 115 4850 42 32 30 37 26 15584
internal_value=0 4.35576e-08 -1.30721e-06 -0.000101251 -2.00562e-05 -0.000329893 6.48048e-05 1.57949e-05 0.000372792 -0.00033918 -0.000131793 0.000152956 0.00066706 -0.00051457 -0.000757259 -9.63384e-05 -0.000453416 0.000473481 -0.000219658 0.000508484 0.000810048 0.00132935 0.000166803 6.52531e-05 0.00032413 0.000716378 0.000541309 0.000868861 -0.000965407 -0.00114644 -3.12012e-07 -8.82299e-05 5.9681e-05 -0.000151529 -8.99741e-05 9.67589e-06 -0.00059763 -0.000476713 8.7246e-05 -0.000678799 -0.000446938 0.000116699 -0.000301222 1.27297e-05 0.000116621 0.000114776 -0.000239505 -0.000921155 -0.00127833 5.29651e-06
internal_weight=0 279606 257522 2539 1893 407 1486 22084 188 646 296 157 66 350 192 576 139 63 158 166 94 54 910 603 242 132 111 71 155 121 254983 2309 692 1617 1273 658 188 163 43 120 112 326 147 21896 1462 72 108 87 50 20434
internal_count=279631 279606 257522 2539 1893 407 1486 22084 188 646 296 157 66 350 192 576 139 63 158 166 94 54 910 603 242 132 111 71 155 121 254983 2309 692 1617 1273 658 188 163 43 120 112 326 147 21896 1462 72 108 87 50 20434
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=51
num_cat=0
split_feature=4 1 14 1 0 5 13 8 3 1 6 6 6 0 14 6 3 1 1 12 14 4 8 13 4 7 14 13 10 0 10 13 6 3 1 13 9 10 7 6 1 12 11 10 10 9 0 0 0 14
split_gain=0.00232916 0.00336295 0.0055161 0.00402454 0.00646884 0.00478676 0.00682963 0.00415986 0.00403157 0.00400706 0.00481447 0.00296051 0.00640634 0.00282555 0.00268935 0.00246778 0.00233272 0.0114093 0.00937477 0.00897709 0.0154615 0.0148163 0.00965378 0.00869666 0.00744857 0.00714455 0.00669879 0.0163209 0.0165852 0.015063 0.00932892 0.0090151 0.0160223 0.0148495 0.0133359 0.0127195 0.00932293 0.0100734 0.00890034 0.00993552 0.00959532 0.00922613 0.00872636 0.00851462 0.0127754 0.00983574 0.0110714 0.00937561 0.0088981 0.0084668
threshold=1.0000000180025095e-35 2438.1594628963853 0.20881782945736438 1975.0328207986952 928.78428753650576 4.5000000000000009 0.061553030303030311 1.5000000000000002 13.500000000000002 2072.0032658042055 4.5000000000000009 1.5000000000000002 3.5000000000000004 795.06662848518874 0.49418604651162795 1.0000000180025095e-35 23.500000000000004 2692.3630167879473 2571.3753443570063 5.5000000000000009 0.087595907928388769 6.5000000000000009 1.0000000180025095e-35 0.16869918699186995 4.5000000000000009 1.0000000180025095e-35 0.074537037037037054 0.19756097560975613 0.28759398496240607 1027.0057469844974 0.79057017543859665 0.65450928381962881 2.5000000000000004 27.500000000000004 2287.1494267431067 0.57321428571428579 1.5000000000000002 0.45584415584415588 4.5000000000000009 4.5000000000000009 2536.1172374379967 6.5000000000000009 0.078461538461538485 0.95916666666666683 0.65450928381962881 1.5000000000000002 806.96991629943716 1159.2799263297591 828.44638242267558 0.040408163265306128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 11 15 -5 13 -8 -13 -11 -10 -9 17 -2 26 22 21 -21 25 -22 -24 -19 27 29 -29 -18 -30 35 34 43 -33 38 -37 -38 39 41 -41 42 -28 44 48 46 -46 -45 -34 -32
right_child=16 2 -4 9 -6 6 7 8 14 10 -12 12 -14 -15 -16 -17 18 19 -20 20 23 -23 24 -25 -26 -27 31 28 30 -31 49 32 33 -35 -36 36 37 -39 -40 40 -42 -43 -44 47 45 -47 -48 -49 -50 -51
leaf_value=-0.00012828027192281761 -5.6285771271889323e-07 6.5886305959187062e-05 -0.00087089607625261351 0.00080923922987494743 -0.00094868524354838198 -0.0004484717457995026 0.00075237623804764076 0.0008108783990056032 0.00016027436212685386 0.0007298027621940352 -0.00044592178812057808 -0.00027196710946173559 0.00078151245273787675 2.3010984295979143e-05 -0.00041606418952445283 6.1198023752734554e-05 -0.0011694564739356569 0.00025390532156998978 4.7874669169676921e-06 -0.00075251091502217442 0.00016772581070806868 0.00027130020119881518 0.00035030036170438335 0.00093559592455026838 -0.00038042482884802415 -0.00022406997364549412 0.00028850516629904598 0.0013681768164969981 -0.00073536562650198395 3.2704953234012162e-05 0.00082130337121068611 0.00041215570941050022 0.00053115927566187052 -0.0010616222152575142 -0.00054510797097464094 0.00012608718049402041 0.00032563693724417444 0.0016480789629592135 -5.4349605730501664e-05 3.2311755139380696e-05 -0.00092624147267391299 -0.00076250110353364353 -0.00069450632094547322 -0.00087986168520594083 0.0015939247142523528 0.001807001412279256 0.00018934736606055633 0.00040443285635168046 -0.00049547761117514134 -0.00016501614538190718
leaf_weight=743 245165 30 33 24 21 45 47 21 35 26 29 31 27 31 48 23 57 147 29253 84 149 61 37 49 607 167 1226 25 35 48 36 45 46 21 190 39 24 36 426 125 33 22 23 27 20 23 47 30 39 55
leaf_count=743 245165 30 33 24 21 45 47 21 35 26 29 31 27 31 48 23 57 147 29253 84 149 61 37 49 607 167 1226 25 35 48 36 45 46 21 190 39 24 36 426 125 33 22 23 27 20 23 47 30 39 55
internal_value=0 -6.91059e-05 -0.000424809 -4.96365e-05 -8.00286e-05 -6.21445e-05 0.000115252 0.000224595 3.20829e-05 0.000237984 7.85637e-05 0.000457443 0.000218446 0.000345407 -0.00017303 0.000419 3.01327e-07 -1.34652e-06 1.30126e-05 -0.000149023 7.04774e-05 -0.000321804 -0.000227612 0.000357754 -0.000338442 -3.04469e-07 0.000102194 -0.000141139 0.000191773 -0.000619897 -4.1641e-05 0.000127703 -6.45334e-05 0.000211586 -0.000361802 0.000175713 0.000727914 0.0011191 0.000146242 0.00020604 -0.000167892 0.000252525 0.000270403 0.000326833 0.000499706 0.000914876 0.000608624 -0.000203917 6.01141e-05 0.000225176
internal_weight=0 1214 63 1151 1041 1020 277 232 127 110 86 105 58 57 83 44 278417 246466 31951 1301 343 145 958 198 644 314 2698 256 151 105 126 2442 488 253 235 1954 99 60 1855 1429 158 1271 1249 232 175 90 67 57 85 91
internal_count=279631 1214 63 1151 1041 1020 277 232 127 110 86 105 58 57 83 44 278417 246466 31951 1301 343 145 958 198 644 314 2698 256 151 105 126 2442 488 253 235 1954 99 60 1855 1429 158 1271 1249 232 175 90 67 57 85 91
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=51
num_cat=0
split_feature=7 4 0 3 3 14 1 13 3 9 8 4 0 14 5 12 12 1 4 14 14 4 1 10 14 13 1 10 14 0 10 10 8 5 7 2 5 6 1 14 12 6 5 10 13 7 14 14 6 1
split_gain=0.0023703 0.00434419 0.00439555 0.0101801 0.00932493 0.0152805 0.0375291 0.0330923 0.0210228 0.00669903 0.00601312 0.0155136 0.020347 0.00643159 0.013829 0.022969 0.00891504 0.0127126 0.0100412 0.0109057 0.00925661 0.00794287 0.00738977 0.00673409 0.0104916 0.0101216 0.0123656 0.00983803 0.0102123 0.00972834 0.00697516 0.00638675 0.00581377 0.00900013 0.00977632 0.0105314 0.0198794 0.0153687 0.00968451 0.0103375 0.0127968 0.00844553 0.0076945 0.00659572 0.00638112 0.0104629 0.0103558 0.00622603 0.00612567 0.00606611
threshold=1.5000000000000002 16.500000000000004 1086.8692189335923 43.500000000000007 20.500000000000004 0.77951388888888895 1697.8650502057942 0.35388994307400384 15.500000000000002 3.5000000000000004 5.5000000000000009 8.5000000000000018 957.12540010465557 0.44590643274853808 9.5000000000000018 1.5000000000000002 3.5000000000000004 3741.8673850150876 5.5000000000000009 0.27178030303030304 0.13100686498855837 6.5000000000000009 2715.3598764542044 0.43826219512195125 0.14119601328903655 0.42705167173252284 2904.5200653263769 0.7231800766283526 0.15075757575757578 920.13071123443217 0.83558558558558571 0.30151515151515157 3.5000000000000004 6.5000000000000009 8.5000000000000018 3.5000000000000004 9.5000000000000018 5.5000000000000009 3741.8673850150876 0.56330128205128216 2.5000000000000004 4.5000000000000009 13.500000000000002 0.036375661375661381 0.087595907928388769 3.5000000000000004 0.18065268065268067 0.13100686498855837 3.5000000000000004 2350.1708904636766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 -4 -7 -5 -2 13 -13 16 21 22 17 23 31 20 -20 -15 -16 24 -12 29 -27 28 -25 -26 -29 -18 42 43 35 38 -37 -38 -35 40 48 -36 49 -34 45 47 -46 -42 -40 -6
right_child=1 -3 4 9 32 8 -8 -9 -10 -11 11 12 -14 14 15 -17 18 -19 19 -21 -22 -23 -24 27 25 26 -28 30 -30 -31 -32 -33 33 34 41 36 37 -39 39 -41 44 -43 -44 -45 46 -47 -48 -49 -50 -51
leaf_value=2.6225231044547231e-06 -1.652411752161898e-06 0.00069441433191638107 0.0025384662071398154 0.0012221860301256781 8.9896753047283298e-05 -0.0022622564900666477 -0.00021145947530763488 -3.623116331604811e-05 -0.00036925924814898859 7.0542175798555431e-05 0.00040859640014405743 -0.00045969558330917997 0.0012644772320610093 -0.00015224206456228526 0.00031433945158113768 0.0012709824375788424 0.0001084217450365291 -0.0016298007636214606 0.00052375327310680102 0.001426846362883225 -0.00069217707241477913 -0.0010502229569721278 -0.00044538898785647594 -0.0018645069473423065 -0.00038607319993725806 -0.00040791886054457311 0.0011280561196326745 0.00050299973199365749 -0.00042054661656341826 -0.0016140043092689113 -0.00047755538025534805 -0.00072794004704337565 0.00038951178446311403 -3.3150299665433411e-05 -0.0011993790550150153 -0.001445607782474586 0.00082017851579416125 -0.00082820841791824665 0.0017802163916216655 -0.0006928567081163435 8.9485030621290213e-05 9.1058140831245558e-05 0.00085730752012190916 -0.00029906322088334646 0.00017930756894202204 0.00052105872367974365 0.0012723433877146174 -0.0010744468522413324 0.00058633818450852277 -2.9457303893975786e-05
leaf_weight=211114 58016 22 24 28 1345 20 818 26 55 23 62 28 44 280 73 47 42 20 45 20 24 27 57 25 54 38 20 21 24 23 133 50 37 834 32 35 31 26 22 23 20 21 26 579 72 40 31 27 21 5106
leaf_count=211114 58016 22 24 28 1345 20 818 26 55 23 62 28 44 280 73 47 42 20 45 20 24 27 57 25 54 38 20 21 24 23 133 50 37 834 32 35 31 26 22 23 20 21 26 579 72 40 31 27 21 5106
internal_value=0 -8.0805e-06 -8.30613e-06 -3.2947e-06 -4.03196e-05 -0.000189339 -0.000130176 0.00119962 -0.000874059 0.000702817 -3.90328e-06 -0.00011677 0.000593966 -0.000163934 -2.8281e-05 0.000323705 -0.000273178 -0.000399597 2.01673e-05 0.000398804 0.000100821 -0.000231218 -1.87722e-05 -0.000338086 -0.000129832 -0.00037711 0.000121728 -0.000540186 -0.00115726 -0.000752858 -0.000343843 -0.000346123 -2.34457e-05 -0.000101593 -2.37267e-05 6.06212e-06 -0.000507654 6.82827e-05 4.94216e-05 0.000318426 0.000418252 -0.000688074 -1.11284e-06 -0.000257704 0.000241972 -7.33105e-05 0.00050828 -0.000579157 0.00119716 -4.5726e-06
internal_weight=0 68517 68495 59224 9271 943 868 50 75 51 59173 1157 72 1085 484 177 601 420 181 89 69 307 130 400 197 135 58 203 49 77 154 92 8328 1851 1235 1182 92 57 1090 256 233 53 6477 616 190 87 103 47 43 6451
internal_count=279631 68517 68495 59224 9271 943 868 50 75 51 59173 1157 72 1085 484 177 601 420 181 89 69 307 130 400 197 135 58 203 49 77 154 92 8328 1851 1235 1182 92 57 1090 256 233 53 6477 616 190 87 103 47 43 6451
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=51
num_cat=0
split_feature=3 1 1 9 0 10 0 10 9 2 0 14 0 14 6 4 3 14 0 6 7 13 14 0 14 7 3 13 10 1 12 0 0 3 14 4 5 14 13 0 9 6 13 1 14 7 10 6 14 4
split_gain=0.0023049 0.0149945 0.0104733 0.00722431 0.00567792 0.00560024 0.0182052 0.0125255 0.029072 0.0247035 0.0513464 0.0310168 0.0248905 0.0219354 0.0208352 0.0312744 0.0199386 0.0239826 0.0154762 0.015126 0.0192428 0.0173588 0.0142532 0.0133501 0.0125943 0.0198027 0.0186899 0.0130891 0.0151457 0.019818 0.0138683 0.0155537 0.0126631 0.0208223 0.0147961 0.0138475 0.0125815 0.0125776 0.011875 0.0114652 0.0106439 0.010598 0.010342 0.0111937 0.00986024 0.00981789 0.00956757 0.0100292 0.00944661 0.012987
threshold=15.500000000000002 1806.8431918941753 1820.9047752929355 2.5000000000000004 650.00108876836543 0.45584415584415588 609.82087228127716 0.30151515151515157 2.5000000000000004 3.5000000000000004 1124.0910823067372 0.53410852713178303 1054.4749595559522 0.28062500000000007 1.5000000000000002 11.500000000000002 32.500000000000007 0.14119601328903655 658.36447093627214 3.5000000000000004 2.5000000000000004 0.061553030303030311 0.68301435406698574 1061.8284994139024 0.39208074534161497 2.5000000000000004 22.500000000000004 0.21807065217391305 0.39339826839826847 2263.042265477196 1.5000000000000002 757.83164246805711 1078.5099592134823 28.500000000000004 0.23904761904761906 6.5000000000000009 3.5000000000000004 0.28062500000000007 0.084219858156028379 652.30331522444874 3.5000000000000004 3.5000000000000004 0.037749287749287756 2536.1172374379967 0.29217479674796754 1.0000000180025095e-35 0.30860805860805868 4.5000000000000009 0.95346320346320357 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 7 -7 18 13 11 12 16 14 -9 15 44 24 -18 -4 20 21 42 -23 36 32 27 -27 28 29 -26 -29 -32 33 46 -34 -35 -21 -36 -31 -13 -8 48 -15 45 -11 -44 -10 -48 49 -41
right_child=2 4 5 -5 -6 6 40 8 9 10 -12 39 -14 19 -16 -17 17 -19 -20 23 -22 22 -24 -25 25 26 -28 30 -30 38 31 -33 34 35 37 -37 -38 -39 -40 41 -42 -43 43 -45 -46 -47 47 -49 -50 -51
leaf_value=-1.5066514987446251e-06 3.2904784139930941e-05 -4.2662014411070386e-05 5.4511019049560086e-05 0.00014118458370172967 -0.00016236569086379424 -0.00020106890083163408 -4.0047122635705615e-06 -0.00010155007143714845 0.000729252285204388 5.3681790875853182e-06 0.0022738890262553471 -0.00071156193099389047 -0.0012404217943549156 -1.4786092372777088e-05 0.00015788547235352508 -0.0020725801687513016 0.0022708801199095669 0.00032192955374117259 -1.851655320351851e-05 -2.9959052030895948e-05 0.00044637150226594372 0.00022710896805536041 -0.00017355601643529638 0.00031457083063691653 0.0004250798790303963 0.00053513167713390428 0.0023213818528650637 4.0002636669669304e-05 0.00066771650152033367 -0.00012772213117018141 0.00031503693171544003 0.0016618053829143668 0.00012986908317606563 0.00017293093170827399 -0.0016029722435632722 0.0016223408941489954 -0.0008388526845027035 -0.00027410920019315527 -0.0014032697515277606 0.00089008862137674328 -0.00018755476149792295 -0.0007706679095028212 -0.00096614378897356794 -0.001289363095161712 -0.00026048483645266295 -4.1885689407696617e-05 0.00021505713330630539 -0.00075407841154460421 0.00051407365446024932 -0.00018278913223138154
leaf_weight=154286 10789 2071 9370 1797 1899 1234 52032 3722 90 1051 25 76 40 281 1374 20 27 38 32139 86 398 1151 275 72 69 32 27 45 83 37 36 53 231 26 24 45 109 69 36 31 802 46 40 36 522 102 2366 27 81 313
leaf_count=154286 10789 2071 9370 1797 1899 1234 52032 3722 90 1051 25 76 40 281 1374 20 27 38 32139 86 398 1151 275 72 69 32 27 45 83 37 36 53 231 26 24 45 109 69 36 31 802 46 40 36 522 102 2366 27 81 313
internal_value=0 -3.97546e-06 5.18345e-06 4.83647e-05 -9.99208e-05 1.87724e-07 -1.1225e-05 1.14642e-05 5.38653e-05 0.000124375 1.72765e-05 0.000207466 -1.48486e-06 -2.41536e-05 1.5218e-05 -0.000107836 0.000264293 0.00113149 -2.03173e-06 8.88149e-05 0.00013046 6.37583e-05 0.000149842 -0.000267275 0.000247191 0.000503651 0.00135257 0.000364136 0.000131145 -0.000182485 0.000755352 0.00111705 0.000209942 0.000247298 -8.45219e-05 0.00109157 -0.00048211 -0.000617042 -0.000756759 -0.0001417 -6.79093e-06 -4.97474e-05 -0.000203682 -0.000501883 -8.28551e-05 -0.00030224 0.000223157 0.000204122 2.82817e-05 -8.61054e-05
internal_weight=0 158256 121375 12586 3970 108789 54068 54721 13212 6940 3032 3908 3007 6272 2967 1593 3361 65 41509 2550 2283 1885 1426 267 3296 418 59 359 225 142 134 89 2878 2554 324 71 195 93 73 547 52834 471 459 178 1573 142 2483 2393 425 344
internal_count=279631 158256 121375 12586 3970 108789 54068 54721 13212 6940 3032 3908 3007 6272 2967 1593 3361 65 41509 2550 2283 1885 1426 267 3296 418 59 359 225 142 134 89 2878 2554 324 71 195 93 73 547 52834 471 459 178 1573 142 2483 2393 425 344
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=51
num_cat=0
split_feature=7 3 1 13 13 13 0 10 6 14 14 12 0 3 0 10 12 9 3 1 0 7 10 12 6 10 4 0 10 13 10 13 9 3 0 1 10 7 9 7 13 12 12 5 13 13 14 1 0 8
split_gain=0.00231069 0.00378954 0.0179954 0.0128213 0.0167012 0.0132284 0.0162105 0.0135853 0.0418437 0.0121632 0.0163915 0.015014 0.011364 0.0102152 0.011405 0.00906414 0.00893471 0.00887034 0.00827113 0.0116643 0.0146514 0.019696 0.0139938 0.0114505 0.0158564 0.0139333 0.00990529 0.00967713 0.00955149 0.00916476 0.0133545 0.00910713 0.00907821 0.00896424 0.0101807 0.0205059 0.0128308 0.0143224 0.0123711 0.0177182 0.0123676 0.0205911 0.00891019 0.00940945 0.0225397 0.0177955 0.0149656 0.0130857 0.0132825 0.00940356
threshold=1.0000000180025095e-35 29.500000000000004 3134.7261784906077 0.29478609625668456 0.22792207792207794 0.14142857142857146 848.41687930959222 0.96490147783251246 1.5000000000000002 0.39208074534161497 0.53410852713178303 5.5000000000000009 1187.5997340955021 27.500000000000004 876.4685166017922 0.9298029556650248 6.5000000000000009 2.5000000000000004 26.500000000000004 2790.319728588885 752.62734794289941 2.5000000000000004 0.35805860805860812 5.5000000000000009 3.5000000000000004 0.16472868217054268 6.5000000000000009 1433.692583700579 0.65058139534883741 0.12660256410256412 0.036375661375661381 0.037749287749287756 4.5000000000000009 25.500000000000004 907.74089229267565 2519.2547660210666 0.96076923076923093 5.5000000000000009 2.5000000000000004 4.5000000000000009 0.30495169082125612 3.5000000000000004 7.5000000000000009 8.5000000000000018 0.036375661375661381 0.20256410256410259 0.16843971631205676 2969.5094685919271 895.46853471908219 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 4 5 6 -4 12 -9 11 -11 -5 13 17 -15 16 -16 -8 19 27 23 32 31 24 25 29 -26 33 -27 -21 -31 -23 -22 -2 35 36 37 -35 -36 40 41 -40 43 49 46 -46 -45 48 -47 -20
right_child=1 -3 3 9 -6 -7 7 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 42 20 21 22 -24 -25 26 28 -28 -29 -30 30 -32 -33 -34 34 38 -37 -38 -39 39 -41 -42 -43 -44 44 45 47 -48 -49 -50 -51
leaf_value=5.0759066653801703e-06 -5.2060289597511949e-06 2.7393916100279152e-05 0.00016278127025808444 -0.00060075978627788544 0.00037319898765001981 -0.00041467137149848516 -0.00036033755718645725 0.0017367106538255361 -0.00071221755414798457 0.0014469626278150827 -0.00044160068155852734 0.0004125843595474868 0.00077361299991025596 -0.0012028265299861608 1.8262413390946741e-05 -0.0010360066688635612 -0.00049117495647745067 -0.001295764404997673 0.00011256902377114231 -5.0336013946141443e-05 -8.5261514902164995e-05 -0.0010621645055083641 -0.00070360822172897675 0.00037227485050234029 0.00016279312336077315 0.00017153235170800914 0.0012006538543993465 0.00085239373711925573 -0.00046808935125334443 6.3964996724248993e-05 -0.00084628133466167408 1.4709920375839293e-06 -0.0010078262921457213 -0.000565376087164121 0.00017190104258030408 -0.00012642157041382979 0.0013691892480262771 0.0011264401151658439 -0.00022963680800915299 -0.00045072045885836298 0.0021331659137186678 0.0016713083924420565 -0.00029351181415116775 -2.5609764436792053e-05 -0.00077719565432300805 -0.00041735654663395991 0.0014365594012529723 -0.00096579601603379072 0.00029356077601674929 -0.00027477857301460201
leaf_weight=124436 134069 9014 474 337 175 345 55 33 37 20 27 41 24 29 311 29 119 47 4045 155 2151 23 255 229 56 412 39 33 68 58 132 161 27 29 560 562 39 22 28 23 22 29 172 35 121 101 35 36 188 163
leaf_count=124436 134069 9014 474 337 175 345 55 33 37 20 27 41 24 29 311 29 119 47 4045 155 2151 23 255 229 56 412 39 33 68 58 132 161 27 29 560 562 39 22 28 23 22 29 172 35 121 101 35 36 188 163
internal_value=0 -4.06988e-06 -6.01004e-06 -0.000151216 -8.90842e-05 -0.00014291 -6.19442e-05 -0.000217675 0.000442277 -0.000396527 0.000362043 -0.000490847 -0.000292914 -0.000336298 -0.000241181 -0.000180424 -0.000122721 -0.000791368 -3.89058e-06 -6.13748e-06 -9.29339e-05 -0.000158281 -0.000463811 5.59033e-05 -2.28457e-05 -9.32848e-05 0.000588862 -3.72362e-06 8.09193e-05 -0.000335656 -0.000568417 -0.000131483 -9.66983e-05 -3.9323e-06 0.000126028 -1.42098e-05 0.000686491 0.000164427 0.000264148 0.0007706 0.00112617 0.000737511 5.99835e-05 7.28542e-05 -0.000128662 -0.000259581 0.000705475 -6.68684e-05 4.51087e-05 9.75648e-05
internal_weight=0 155195 146181 2103 1678 1503 1158 684 70 425 47 378 614 590 488 459 430 102 144078 139182 3766 2617 439 1149 920 825 95 135416 480 345 190 184 2178 135383 1314 652 90 51 662 102 79 57 4896 4724 516 446 70 325 289 4208
internal_count=279631 155195 146181 2103 1678 1503 1158 684 70 425 47 378 614 590 488 459 430 102 144078 139182 3766 2617 439 1149 920 825 95 135416 480 345 190 184 2178 135383 1314 652 90 51 662 102 79 57 4896 4724 516 446 70 325 289 4208
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=51
num_cat=0
split_feature=5 7 13 13 4 12 1 3 6 10 10 13 13 13 6 3 3 7 3 0 7 4 5 8 4 10 0 13 5 10 5 7 12 14 1 0 4 3 1 1 8 3 3 1 14 13 14 6 12 0
split_gain=0.00235635 0.00637034 0.00779539 0.0114136 0.0166771 0.0108673 0.0099945 0.0199058 0.011133 0.0231477 0.0138121 0.0132723 0.0143903 0.0130942 0.0115577 0.0107476 0.0127638 0.0106586 0.0101792 0.00989532 0.00957149 0.00953336 0.0104363 0.00935864 0.00935688 0.0229021 0.0136604 0.0125405 0.011319 0.00918977 0.0110634 0.00939124 0.00894014 0.00839476 0.00777753 0.00755105 0.00748046 0.00725447 0.0138954 0.0107374 0.0101397 0.00956555 0.00863243 0.00979374 0.00913313 0.0101517 0.01361 0.0118108 0.0160758 0.0102735
threshold=2.5000000000000004 2.5000000000000004 0.031754032258064523 0.040408163265306128 8.5000000000000018 4.5000000000000009 2669.2593881982461 20.500000000000004 1.0000000180025095e-35 0.57979626485568769 0.47434210526315795 0.45584415584415588 0.080540540540540564 0.70710784313725505 4.5000000000000009 35.500000000000007 34.500000000000007 4.5000000000000009 23.500000000000004 1013.9723183850269 4.5000000000000009 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 0.95916666666666683 1020.4796647730221 0.18065268065268067 1.5000000000000002 0.21525096525096529 1.5000000000000002 3.5000000000000004 9.5000000000000018 0.091966173361522213 2251.1234410074267 851.91169544844706 10.500000000000002 14.500000000000002 1799.7773659418742 1723.9474886893252 1.5000000000000002 16.500000000000004 16.500000000000004 2072.0032658042055 0.38956639566395673 0.27842377260981915 0.35067567567567576 1.5000000000000002 9.5000000000000018 891.78880821500877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 37 5 4 -4 19 7 34 9 10 11 12 -9 18 -15 16 24 29 33 -3 21 22 -20 -24 25 32 -27 -26 -29 31 -31 -14 -8 -10 -5 -25 -17 39 40 -1 41 -39 43 -40 45 47 -47 -44 49 -49
right_child=-2 2 3 6 -6 -7 15 8 13 -11 -12 -13 17 14 -16 36 -18 -19 20 -21 -22 -23 23 35 27 26 -28 28 -30 30 -32 -33 -34 -35 -36 -37 -38 38 42 -41 -42 -43 44 -45 -46 46 -48 48 -50 -51
leaf_value=1.5578163388984179e-06 -5.8655006579850393e-06 -0.00012942295418459106 0.00015017822560525304 -3.4448405080029361e-05 0.0014993217520833273 -0.00040605782518457218 -0.00016233825679179772 -0.00029231331881116301 -0.00037299667050432888 -0.00015053641154404466 0.0018196495265052047 -0.00021733997099874342 0.00021932832869636112 0.00072352232378718672 -0.0002713112464526172 0.0012961327189779175 -0.0014067278641353674 4.1270660537217435e-05 0.0010192008865022556 0.00033771991494239685 -0.0001375911579411359 0.0015301233048029689 -0.00068575671401569188 0.0010839193966239692 -0.00018592417958037308 -0.0017561592417769134 -0.00045722681973832852 3.1667912553530192e-05 0.0016275276239030067 0.0010219035662716082 0.0023619224686020363 0.0013836271474780195 0.00088051137780504577 1.4224961754019888e-05 -0.00040453079883169768 -6.0776861295487509e-05 -3.8431750311117089e-05 9.2110071353165358e-05 -2.2356647463000878e-05 -9.7493253526087273e-05 -6.0087251198116584e-05 0.00052304478698896202 1.7364293447359743e-05 -0.00036410001381210631 7.4556356361052899e-05 7.5502427585024729e-05 -0.00020873812732751765 -0.00014218723109707217 0.00078619184469398869 -5.0657199430058984e-06
leaf_weight=109723 106198 842 109 6785 29 311 962 30 177 137 23 47 43 126 38 21 21 30 43 131 79 21 28 25 60 35 48 20 25 43 24 29 21 669 145 34 21 7577 10306 2806 1144 131 10741 214 6746 6787 449 3047 54 2476
leaf_count=109723 106198 842 109 6785 29 311 962 30 177 137 23 47 43 126 38 21 21 30 43 131 79 21 28 25 60 35 48 20 25 43 24 29 21 669 145 34 21 7577 10306 2806 1144 131 10741 214 6746 6787 449 3047 54 2476
internal_value=0 3.59161e-06 -3.28237e-05 -1.78587e-05 0.000433694 -0.000148767 -2.42109e-05 -5.06692e-06 0.000151237 0.000378489 0.000647918 0.000538366 0.000716849 7.68298e-05 0.000493012 -0.000157257 -0.000184955 0.000895991 1.33968e-05 -6.65291e-05 0.000308343 0.000541646 0.000381969 6.70159e-05 -0.000163044 -0.000207403 -0.00100497 0.000287296 0.000918257 0.00108046 0.00150191 0.000688282 -0.00014006 -6.67895e-05 -4.21918e-05 0.000424264 0.00062885 6.11328e-06 2.20289e-05 -9.12101e-07 7.8818e-05 9.94339e-05 9.71388e-06 -2.93085e-05 2.32622e-05 8.57131e-06 5.78651e-05 -1.32874e-05 -7.23208e-05 -8.07147e-05
internal_weight=0 173433 11232 9948 138 1284 9810 8576 1646 406 269 246 199 1240 164 1234 1192 169 1076 973 230 151 130 87 1171 1066 83 105 45 139 67 72 983 846 6930 59 42 162201 49672 112529 8852 7708 40820 10520 30300 23554 7236 16318 5577 5523
internal_count=279631 173433 11232 9948 138 1284 9810 8576 1646 406 269 246 199 1240 164 1234 1192 169 1076 973 230 151 130 87 1171 1066 83 105 45 139 67 72 983 846 6930 59 42 162201 49672 112529 8852 7708 40820 10520 30300 23554 7236 16318 5577 5523
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=51
num_cat=0
split_feature=3 1 1 14 5 14 6 1 14 0 14 13 14 0 1 0 3 1 7 10 9 0 0 0 10 10 4 4 0 1 1 6 0 9 10 13 4 1 1 10 1 9 14 5 13 0 13 0 14 1
split_gain=0.00234024 0.0138495 0.0089811 0.00677128 0.0061279 0.00602086 0.00659524 0.00792407 0.00597431 0.0138581 0.0441986 0.0419265 0.012139 0.0128604 0.0112784 0.0102301 0.00852749 0.00943951 0.00963915 0.00842755 0.0133498 0.0228156 0.0175889 0.0107772 0.00833209 0.00870152 0.00933845 0.00823807 0.00772672 0.00683972 0.00633004 0.00655993 0.0088783 0.00693915 0.00693219 0.00694975 0.00671103 0.00624145 0.00842121 0.00613591 0.00853224 0.00611663 0.0057528 0.00920544 0.00574712 0.00629074 0.00569628 0.00556731 0.00556701 0.00548956
threshold=17.500000000000004 2001.0640350640863 1894.0094888517563 0.5270467836257311 2.5000000000000004 0.36939571150097467 1.0000000180025095e-35 2128.0092764220458 0.23166368515205729 1321.1033005038273 0.76533166458072599 0.24695121951219515 0.10762548262548265 907.74089229267565 985.46635494155419 1321.1033005038273 15.500000000000002 1577.7371014993744 1.0000000180025095e-35 0.16472868217054268 2.5000000000000004 586.28815522224716 545.75918350266704 1146.5960345662522 0.24695121951219515 0.55718954248366026 1.5000000000000002 3.5000000000000004 631.82903166651715 1966.0031804422072 1570.8321245839154 1.0000000180025095e-35 607.80887334671706 2.5000000000000004 0.64400921658986188 0.29217479674796754 4.5000000000000009 1057.6140732627343 1164.6624204374841 0.19756097560975613 1785.7219023655853 2.5000000000000004 0.14119601328903655 3.5000000000000004 0.64400921658986188 806.96991629943716 0.19756097560975613 423.23027064256206 0.053342816500711245 2177.0305804108953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 48 5 49 6 7 -3 12 -10 11 -11 19 14 -14 29 17 47 42 20 22 -22 -1 39 28 26 -26 -25 -18 37 -27 -32 33 34 -33 -36 -37 -15 -39 40 41 -21 -19 -44 -28 -46 -45 -16 -2 -5
right_child=2 3 -4 4 -6 -7 -8 -9 9 10 -12 -13 13 15 16 -17 24 18 -20 23 21 -23 -24 27 25 30 44 -29 -30 -31 31 32 -34 -35 35 36 -38 38 -40 -41 -42 -43 43 46 45 -47 -48 -49 -50 -51
leaf_value=-0.00040945784176421221 0.000555787879301306 2.5589729300748791e-05 3.8153021473320047e-06 -0.00011772704474544112 -0.00051113437262001818 8.9836684527237287e-05 -0.00015340000086193898 -0.00026878792972258536 -7.16375671587902e-06 0.0029077041298151019 -0.0012404874513816575 0.00025713254943036956 -7.4421197922583065e-05 0.00056365375284157283 -6.0465700304987988e-05 -0.0010790947154164315 0.00032808013383231341 0.0001641139380126633 -7.0663043972195078e-05 -6.3285956996171044e-05 0.00022107124031265011 -0.00013477730524318794 -8.6831896332293811e-05 0.00015015841834247113 0.00093841644120402641 0.00063832209067688135 -2.2013235415864416e-05 0.0014934864732259441 9.3903781389094757e-05 0.00016457574581443747 2.9150704546095347e-06 0.001307724469806999 0.0001217047146643405 -0.00017419947861609136 0.00085065610380752332 -0.0003370210569669694 0.00061528961004286603 -0.001121309209847823 -9.114225249298178e-05 -9.1845379640224557e-06 0.00056629492535427753 0.00039402647969109241 3.2902311381866334e-05 5.3815019921222263e-05 -0.00050371700355461904 0.0001666624530619803 -0.00045251055753175117 6.3345059063881293e-05 8.4034032150431448e-05 -0.00075320238716408824
leaf_weight=524 64 1555 86980 607 147 576 1759 268 130308 25 23 37 2053 36 960 25 706 758 3529 272 821 998 2180 25 23 58 785 21 703 295 842 30 916 33 64 37 37 20 2450 13916 107 100 4005 84 137 47 164 16751 2734 36
leaf_count=524 64 1555 86980 607 147 576 1759 268 130308 25 23 37 2053 36 960 25 706 758 3529 272 821 998 2180 25 23 58 785 21 703 295 842 30 916 33 64 37 37 20 2450 13916 107 100 4005 84 137 47 164 16751 2734 36
internal_value=0 -3.14546e-06 6.65168e-06 -8.56993e-05 -0.000219889 -6.02039e-05 -8.4331e-05 -1.76869e-05 -9.36342e-07 -6.74744e-06 0.000631474 0.00132591 1.29638e-05 3.01973e-05 3.90354e-05 -7.21375e-05 4.66302e-05 3.58141e-05 -7.36406e-06 -1.93403e-05 -7.88985e-05 2.58338e-05 -0.000149353 -6.86409e-07 0.000110898 6.39106e-05 -5.73316e-05 0.000763417 0.000211241 -6.31501e-05 0.00012354 0.000108299 0.000187737 0.000488662 0.000618867 0.000469115 0.000139134 -8.99574e-05 -9.94837e-05 -3.12814e-06 0.000172823 5.96475e-05 3.72143e-05 1.45973e-05 -8.09664e-05 -0.000332479 -0.000281013 5.66341e-05 9.48247e-05 -0.000153306
internal_weight=0 189853 89778 4948 790 4158 3582 1823 184905 130393 85 62 54512 35548 32722 2826 30669 26251 8540 18964 4523 1819 2704 14441 4418 3009 992 46 1409 2801 2017 1959 1117 201 168 138 74 2506 2470 14395 479 372 5011 4253 969 184 248 17711 2798 643
internal_count=279631 189853 89778 4948 790 4158 3582 1823 184905 130393 85 62 54512 35548 32722 2826 30669 26251 8540 18964 4523 1819 2704 14441 4418 3009 992 46 1409 2801 2017 1959 1117 201 168 138 74 2506 2470 14395 479 372 5011 4253 969 184 248 17711 2798 643
is_linear=0
shrinkage=0.05


Tree=448
num_leaves=51
num_cat=0
split_feature=7 0 1 0 4 12 14 4 13 14 0 0 0 13 10 0 10 13 13 10 5 8 7 13 13 0 13 8 1 1 0 0 5 12 1 1 13 10 12 0 1 1 1 14 6 6 8 5 14 1
split_gain=0.00233768 0.00408527 0.00854479 0.00740403 0.0055858 0.0109371 0.0103792 0.0105228 0.0139178 0.0151325 0.0163647 0.0133999 0.00979798 0.0146577 0.0223981 0.0213663 0.0172222 0.0146504 0.0113395 0.0105576 0.009489 0.010119 0.0137694 0.0103432 0.0133647 0.0108142 0.00925935 0.00854524 0.0131662 0.0106278 0.0213995 0.00814127 0.00779107 0.00930868 0.0129535 0.0119734 0.00918912 0.0163126 0.0125305 0.0149684 0.0147962 0.0114462 0.0142784 0.0113152 0.0136251 0.0103622 0.00853859 0.00686442 0.0119539 0.00836669
threshold=3.5000000000000004 650.00108876836543 1307.6734391145453 644.30411897466877 7.5000000000000009 9.5000000000000018 0.61651583710407254 5.5000000000000009 0.091966173361522213 0.78679653679653694 818.89450838190703 895.46853471908219 1113.5670458188422 0.81365740740740755 0.36899313501144165 891.78880821500877 0.96609195402298864 0.091966173361522213 0.56330128205128216 0.59761904761904772 10.500000000000002 1.5000000000000002 7.5000000000000009 0.27842377260981915 0.22361111111111112 1264.1367493995072 0.16472868217054268 2.5000000000000004 2739.3600366868154 2536.1172374379967 924.13557371275863 1364.7041533538422 3.5000000000000004 1.5000000000000002 2469.2009762718558 2324.1417906316678 0.14459930313588851 0.82426470588235301 2.5000000000000004 887.94124131670708 2818.3175397299569 2875.3264341504796 2692.3630167879473 0.23904761904761906 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 9.5000000000000018 0.77951388888888895 2790.319728588885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 12 -4 31 9 -9 -11 -12 13 16 -15 -16 32 -18 20 -20 21 -14 23 24 -23 -25 -10 28 -28 -29 -31 47 33 -6 35 -35 37 -36 41 45 -41 42 -38 44 -42 -40 -46 -8 -49 -50
right_child=1 2 4 -5 5 -7 7 8 26 10 11 -13 18 14 15 -17 17 -19 19 -21 -22 22 -24 25 -26 -27 27 29 -30 30 -32 -33 -34 34 36 -37 38 -39 39 40 43 -43 -44 -45 46 -47 -48 48 49 -51
leaf_value=9.6174197762639162e-07 2.8410011260907016e-05 -0.00093911259296314362 -8.6581541734608849e-05 0.0005607424274357446 -0.00076517559708311937 0.0011443025501317939 -7.9261734665221181e-05 0.0015207260960753933 -0.0004781208645750118 0.0014040818425460854 -0.00096219677175395199 0.00041559974784225541 0.00012362072093005219 0.0021770745582346406 0.001294183225995353 -0.00090944674699461434 -9.7650474112015234e-05 0.0014380412652560443 -0.0016509620062563392 -0.00032973877515124283 0.00064071573572658494 -0.00016702935518233891 -0.0013279429288689114 -0.001153525266896135 0.00084515395578204635 -2.1080534025787602e-05 0.0002200641244175355 -0.0010181005283435485 0.0014776036026887597 0.0013187373134618005 -0.00056114576213209461 0.00086887927027419216 0.00013936100546028688 3.8372146149794033e-05 -0.00018199062023951858 0.0013274505298825042 -0.00097322839079424747 -0.0013218227550513238 0.00033304838135863018 -0.0013062641516409627 0.001013686927035451 -0.0011549805896356703 0.00078940569742203318 0.0011018743185559289 -0.00091713905657809115 0.0014359598438365056 0.00027033009464503269 0.0013302533806342147 0.00035732059260172881 -0.00055212955533837278
leaf_weight=267780 1657 26 5705 68 48 22 1246 37 63 28 25 60 298 21 22 22 25 41 21 54 46 275 28 49 37 37 219 29 23 24 41 25 764 43 207 31 20 37 57 21 20 35 27 24 41 34 24 23 85 36
leaf_count=267780 1657 26 5705 68 48 22 1246 37 63 28 25 60 298 21 22 22 25 41 21 54 46 275 28 49 37 37 219 29 23 24 41 25 764 43 207 31 20 37 57 21 20 35 27 24 41 34 24 23 85 36
internal_value=0 -2.17311e-05 -3.38476e-05 4.93947e-05 -3.15172e-05 3.45261e-05 -5.24524e-05 4.66856e-05 0.000232491 0.000643081 0.000355711 1.03655e-05 2.43911e-05 9.85102e-05 0.000833581 0.000192368 6.66358e-05 0.00085634 -0.000112795 -0.000699681 -5.56306e-05 -9.98736e-05 -0.000256215 -0.000180817 -4.69948e-05 -0.000666311 7.81331e-05 0.000182431 0.000339582 -0.000222151 0.000132965 -2.5404e-05 3.02643e-05 -9.43245e-05 -4.24713e-05 0.000578391 -0.000126464 -0.000354834 5.74385e-05 0.000253298 -9.09816e-05 -0.000470426 3.93486e-05 0.000143155 -0.000127542 0.000745125 -0.000478689 -4.14883e-05 0.000285357 8.67404e-05
internal_weight=0 11851 10126 1725 10100 2431 7669 1964 549 150 113 85 2409 1564 65 44 1499 66 845 75 770 724 426 398 312 86 399 336 242 94 65 1415 1433 669 621 74 547 244 303 221 130 82 47 109 85 91 65 1390 144 121
internal_count=279631 11851 10126 1725 10100 2431 7669 1964 549 150 113 85 2409 1564 65 44 1499 66 845 75 770 724 426 398 312 86 399 336 242 94 65 1415 1433 669 621 74 547 244 303 221 130 82 47 109 85 91 65 1390 144 121
is_linear=0
shrinkage=0.05


Tree=449
num_leaves=51
num_cat=0
split_feature=2 1 3 12 4 4 10 10 10 13 0 5 13 8 14 8 9 7 1 6 14 1 14 14 12 13 0 0 3 0 0 5 5 12 1 14 13 4 14 14 13 10 7 5 5 7 10 14 9 0
split_gain=0.00226483 0.00836725 0.00911646 0.0082711 0.013579 0.0201035 0.0130921 0.0130814 0.0128716 0.0151328 0.0120736 0.0127098 0.0116977 0.0115036 0.0158847 0.01522 0.0128026 0.0122547 0.0118176 0.0151234 0.0140181 0.0130145 0.0164253 0.0153055 0.0124556 0.0123189 0.0115778 0.0111666 0.0110827 0.0110459 0.0145419 0.0180451 0.0157484 0.011035 0.0163883 0.0161344 0.0125618 0.0122028 0.0232875 0.0116861 0.0180129 0.0156194 0.0143915 0.0133421 0.0120037 0.0167071 0.0132365 0.0130988 0.0118547 0.0189022
threshold=2.5000000000000004 3049.3733999235665 31.500000000000004 4.5000000000000009 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 0.063508064516129045 0.084523809523809543 0.26006441223832533 792.40239783902211 8.5000000000000018 0.32200460829493094 3.5000000000000004 0.66260162601626027 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3438.6371619929478 2.5000000000000004 0.045983086680761107 2648.2431066574563 0.37668918918918926 0.28730158730158734 2.5000000000000004 0.30495169082125612 899.47091450355208 1113.5670458188422 41.500000000000007 1033.4556649327824 924.13557371275863 4.5000000000000009 3.5000000000000004 6.5000000000000009 2969.5094685919271 0.53950103950103967 0.26393188854489169 11.500000000000002 0.099019607843137278 0.091966173361522213 0.080540540540540564 0.59761904761904772 1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 1.0000000180025095e-35 0.16472868217054268 0.25265957446808512 2.5000000000000004 1027.0057469844974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 7 10 -5 9 -8 11 -2 -13 14 18 -16 -17 -15 20 -20 -12 -22 23 24 -23 -24 -25 -11 -9 30 32 -32 -26 35 -35 37 39 -6 -39 -36 41 44 -42 -43 45 -41 -47 48 -48 -50
right_child=3 2 -4 4 33 -7 8 28 -10 27 13 12 -14 17 15 16 -18 -19 19 -21 21 22 25 26 29 -27 -28 -29 -30 -31 31 -33 -34 34 36 -37 -38 38 -40 40 42 43 -44 -45 -46 46 47 -49 49 -51
leaf_value=3.3475483658219177e-06 4.8510241296065019e-05 0.00018703136868550378 0.0011474992996746941 -0.00016224488967181037 -0.00012962826407084791 9.6275831877312568e-05 -2.0674586173791095e-05 2.4523333608725682e-05 -1.1619621248644936e-05 -0.00015580516029986791 0.00056535529239648368 0.001301266239226187 7.6640017318706485e-05 -0.00053479777126925066 -0.00016979129973524175 -0.00042746674977631004 -0.0019451964833547897 0.00030318735683359621 0.00027723468029526653 -0.0011720635617772739 -0.00029307624252455911 -0.0005390521931233174 0.00025146211019091427 0.00026067480060231428 0.00045665880618388677 0.0014407718226059595 -0.0010683312796269699 0.00067360760369366494 -0.00099175126352174969 -0.00068913610884919769 0.00030126186149949532 0.0017144402530558747 -0.0010191748552772749 0.00062129499591585466 -0.00017733137602629493 0.0010874390559961441 0.00053002400640800057 0.00062982107150933841 -0.00010188537039715838 -0.00014142460854738161 0.0003694061552516945 -0.00048313198757230072 -0.00037533747336876297 0.00034966584737028845 -0.00031080625677449544 0.00020935172304902317 0.0005979438819922507 0.00019905351261358435 0.0010457903923816049 0.0025829211686505004
leaf_weight=163775 11347 210 28 1324 3446 8880 5727 4174 72759 3969 82 39 39 52 61 24 33 271 27 54 491 58 64 23 51 33 57 41 27 25 58 37 28 122 652 29 113 161 335 66 87 102 255 91 44 79 50 41 60 30
leaf_count=163775 11347 210 28 1324 3446 8880 5727 4174 72759 3969 82 39 39 52 61 24 33 271 27 54 491 58 64 23 51 33 57 41 27 25 58 37 28 122 652 29 113 161 335 66 87 102 255 91 44 79 50 41 60 30
internal_value=0 3.77806e-06 0.000300028 -5.35947e-06 2.3734e-05 4.96842e-05 -1.15067e-05 -2.51998e-05 -1.88446e-05 -7.28331e-05 3.52238e-05 5.28826e-05 0.000688953 -9.67264e-05 -0.000167702 -0.000718711 -0.00130615 0.00016828 -0.000107942 -0.000688964 -6.12064e-05 -0.00011675 8.27337e-05 -8.22926e-05 0.000105707 0.000656073 -0.000686242 -0.000147325 1.79917e-05 0.000293627 0.000434829 0.000851658 -6.64215e-05 -4.11301e-05 6.18643e-05 -8.76086e-05 2.09957e-05 -9.6253e-05 0.000135624 -1.59473e-05 0.000100321 0.000274179 -0.000185885 -9.04657e-05 0.000464386 0.000569013 0.000749355 0.000985047 0.00121523 0.00155817
internal_weight=0 164013 238 115618 20168 14405 95450 5525 82496 9737 12954 11425 78 1529 1206 118 57 323 1088 81 1007 925 434 337 257 97 80 4010 4201 199 174 95 79 5763 1792 3971 1670 3942 496 1557 905 563 342 193 370 326 260 181 140 90
internal_count=279631 164013 238 115618 20168 14405 95450 5525 82496 9737 12954 11425 78 1529 1206 118 57 323 1088 81 1007 925 434 337 257 97 80 4010 4201 199 174 95 79 5763 1792 3971 1670 3942 496 1557 905 563 342 193 370 326 260 181 140 90
is_linear=0
shrinkage=0.05


Tree=450
num_leaves=51
num_cat=0
split_feature=5 7 13 13 7 12 0 0 0 9 1 1 7 6 10 9 3 1 0 8 3 5 3 1 14 0 13 14 6 12 0 2 4 12 10 14 14 14 6 14 0 11 10 12 6 13 1 5 1 1
split_gain=0.00223649 0.00564406 0.00712167 0.0176878 0.00920845 0.00872162 0.00929726 0.00747726 0.00741578 0.0302014 0.0122081 0.00735971 0.00688545 0.0103675 0.0101154 0.00908946 0.00669325 0.0124458 0.00967068 0.00917911 0.00859956 0.00838787 0.00770762 0.00871081 0.00835082 0.00942309 0.00941852 0.012955 0.0105819 0.0143234 0.00930968 0.0193067 0.0144536 0.0193089 0.0111085 0.010079 0.00954424 0.0087546 0.00857595 0.00851236 0.00830858 0.00745907 0.00740041 0.00724774 0.00897758 0.00739037 0.00684191 0.00669532 0.00977245 0.0122589
threshold=2.5000000000000004 2.5000000000000004 0.033908045977011504 0.036375661375661381 9.5000000000000018 4.5000000000000009 1013.9723183850269 745.01798143964209 876.4685166017922 2.5000000000000004 2846.3956359091098 2715.3598764542044 3.5000000000000004 1.5000000000000002 0.48074074074074075 2.5000000000000004 14.500000000000002 1799.7773659418742 821.95600019910705 1.5000000000000002 16.500000000000004 1.5000000000000002 16.500000000000004 2072.0032658042055 0.38956639566395673 495.75665256698704 0.27842377260981915 0.3816526610644258 1.5000000000000002 9.5000000000000018 891.78880821500877 3.5000000000000004 5.5000000000000009 6.5000000000000009 0.94804318488529027 0.18065268065268067 0.23606811145510839 0.40238095238095245 1.0000000180025095e-35 0.16496598639455784 831.91154688670701 0.63961038961038974 0.21913109756097562 3.5000000000000004 1.0000000180025095e-35 0.59175084175084181 3438.6371619929478 1.5000000000000002 1487.7388556757253 1228.6570092455443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 5 -4 -5 6 7 -3 12 10 11 -10 13 15 -14 -7 18 19 -1 20 -18 -22 23 43 26 -26 28 -28 -24 30 31 34 33 39 36 -33 -30 38 -27 -32 -38 47 -34 44 -19 -46 -39 48 49 -20
right_child=-2 2 3 4 -6 8 -8 -9 9 -11 -12 -13 14 -15 -16 -17 17 22 41 -21 21 -23 24 -25 25 37 27 -29 29 -31 32 35 42 -35 -36 -37 40 46 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=2.1843297286432583e-06 -5.7143782080359765e-06 1.4119405677114973e-05 0.0012860820001850907 -1.6608803850254289e-05 -0.00075853702711312857 -0.00060671089055463925 0.00031528138499503048 -0.00028287325201602594 -0.00035366547714753933 -0.0017685956063271478 0.00034698579953068738 -0.0014378744165878744 -0.0011956392334670656 0.0011304441476981579 0.00024868921349976021 0.00067035006597341803 8.7576630595320173e-05 2.281191510365758e-05 4.4254198177326431e-05 -5.7256538816641202e-05 0.0012635343190465524 0.00028757000120130068 1.6218393024788329e-05 -0.0003431076744503873 -0.00042047865523121191 -0.00018843837292829098 6.4316678901399574e-05 -0.00046612222042903865 -0.00027214421217461245 0.00074169614947297514 0.0003806118327583834 0.00015335767533826018 0.00010323924231559988 -0.0005241420168810389 -0.00071205666753428943 -0.00015236720185634418 -0.00011273026787021968 7.0572788161752322e-05 0.000539203635131453 6.526188997992729e-05 0.00041073045774859943 -0.00077821399286590726 -0.00015977527654683951 4.2691675240335775e-05 -6.0948669004971457e-05 -0.00022474426743371279 -0.00079334942920072742 -0.00016965025976440099 -5.6849880280472061e-05 0.00075340857206139761
leaf_weight=107830 106198 441 26 9858 42 38 137 408 72 41 56 20 27 22 22 22 7577 2733 222 1144 28 103 10741 214 96 52 7119 117 1311 54 430 668 346 96 113 452 410 6392 183 426 93 37 1178 3129 3592 852 23 1159 3197 84
leaf_count=107830 106198 441 26 9858 42 38 137 408 72 41 56 20 27 22 22 22 7577 2733 222 1144 28 103 10741 214 96 52 7119 117 1311 54 430 668 346 96 113 452 410 6392 183 426 93 37 1178 3129 3592 852 23 1159 3197 84
internal_value=0 3.49908e-06 -3.07775e-05 -1.63359e-05 -1.97564e-05 -0.000140539 -6.69291e-05 -0.000128605 -0.000367348 -0.000567739 -0.000235069 -0.000589363 -7.82339e-05 0.000201981 -0.000547165 -0.000138455 5.87265e-06 2.11602e-05 -8.75513e-07 7.49057e-05 9.45209e-05 0.000496173 9.50525e-06 -2.73676e-05 2.23073e-05 7.13554e-05 8.25966e-06 5.57399e-05 -1.27948e-05 -6.86727e-05 -7.6596e-05 -0.000135114 -4.58299e-06 0.000148264 -0.000231066 2.99758e-05 -0.000201104 7.84556e-05 0.000378193 0.000223674 -1.59473e-05 -7.10911e-05 -0.000100062 -2.08114e-05 -4.84973e-05 -9.23514e-05 6.74753e-05 -6.5479e-05 -3.10129e-05 0.000238924
internal_weight=0 173433 11232 9926 9900 1306 986 849 320 189 148 92 131 82 49 60 162201 49672 112529 8852 7708 131 40820 10520 30300 6746 23554 7236 16318 5577 5523 3047 2476 952 1927 1120 1814 6650 235 856 503 4699 1524 10306 7177 4444 6415 4662 3503 306
internal_count=279631 173433 11232 9926 9900 1306 986 849 320 189 148 92 131 82 49 60 162201 49672 112529 8852 7708 131 40820 10520 30300 6746 23554 7236 16318 5577 5523 3047 2476 952 1927 1120 1814 6650 235 856 503 4699 1524 10306 7177 4444 6415 4662 3503 306
is_linear=0
shrinkage=0.05


Tree=451
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 14 10 10 5 6 8 13 4 14 14 4 0 10 6 14 13 14 10 5 10 0 1 13 8 5 7 8 1 14 3 12 12 4 10 12 13 0 6 6 1 6 14 0 10 0
split_gain=0.00232943 0.0100278 0.0090966 0.00607792 0.0084847 0.00629933 0.00630766 0.00862586 0.013386 0.0114093 0.0124252 0.00768652 0.00706459 0.0065402 0.00758638 0.0060918 0.0110996 0.00568134 0.00724648 0.00566737 0.00595451 0.00976198 0.00566966 0.0102414 0.00674645 0.0106022 0.00642601 0.00612687 0.00776168 0.00554077 0.00690976 0.00860659 0.00852057 0.0116062 0.0102423 0.0146002 0.0104484 0.00854597 0.00687207 0.00560133 0.00608611 0.00639833 0.00553147 0.0054695 0.00543523 0.00541188 0.00650179 0.00536395 0.00525263 0.00673508
threshold=20.500000000000004 2364.0969371768856 2438.1594628963853 22.500000000000004 2606.2997478250472 0.90098039215686287 0.90121951219512209 0.81322674418604668 4.5000000000000009 1.5000000000000002 2.5000000000000004 0.54415584415584417 6.5000000000000009 0.18065268065268067 0.27178030303030304 7.5000000000000009 1203.0768547389173 0.091966173361522213 3.5000000000000004 0.75337837837837851 0.27149877149877155 0.32200460829493094 0.40238095238095245 1.0000000180025095e-35 0.22361111111111112 887.94124131670708 2648.2431066574563 0.14142857142857146 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2519.2547660210666 0.3133928571428572 19.500000000000004 1.5000000000000002 3.5000000000000004 5.5000000000000009 0.74133811230585434 6.5000000000000009 0.04819976771196284 803.94840676866716 11.500000000000002 3.5000000000000004 2648.2431066574563 1.0000000180025095e-35 0.18065268065268067 865.45763568221207 0.94804318488529027 1203.0768547389173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 17 10 13 43 47 -9 -15 16 -13 18 -4 20 22 45 24 26 -6 27 -24 28 44 -3 31 32 34 -34 -31 37 38 -36 -37 40 41 -32 -5 -8 -26 46 -22 -10 49 -42
right_child=2 29 3 42 19 -7 11 9 12 -11 -12 15 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 30 39 -33 33 -35 35 36 -38 -39 -40 -41 48 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.2092616115818076e-06 4.692853016876062e-05 6.2459484959679585e-05 0.00017342460960214238 6.4542545466976734e-06 -0.00022643823254610867 -0.00047178726354583266 -5.1391580172700812e-05 -0.0008113723326070093 -0.00032767188023316904 0.0011269455912928934 0.0010619806885817805 -0.00154493601314306 0.00016427838648181228 0.00074984933715313681 -0.00052322855123996062 8.7787700316834232e-05 -0.00026678510748308506 -9.8257248308354433e-06 -0.00037404880108974449 0.00062127935895907955 0.00014002492775034626 -0.00069773852216113914 0.001211271314373748 -0.00021161734508826736 -0.0012739391418290327 -0.0012351390878950267 5.0188514153258158e-05 -0.00098046829849819553 0.00023297825174731256 -0.0003097563284479288 0.00080543613498944245 -0.0006161527240371523 -0.00084167805872441812 0.00020968035789250975 0.0016508430956214991 -6.5143246911247846e-05 0.00019105420551754845 0.00023763508273987101 -0.00067511378991661874 -0.00094358328031376006 -0.00031077479499130612 -0.00023242686019688281 -0.00076919452542864282 -0.00063005753733261043 -0.0001469126161005672 -1.0365812515025725e-05 0.0011810009901334221 -0.00094740125101192723 4.3961394602726954e-05 -0.0010414826188934968
leaf_weight=223064 12393 383 862 35986 327 76 811 28 207 39 26 29 62 25 22 27 41 2508 65 22 40 41 22 264 20 49 26 31 53 193 27 68 70 42 23 190 439 20 61 30 435 33 23 43 23 167 24 42 95 34
leaf_count=223064 12393 383 862 35986 327 76 811 28 207 39 26 29 62 25 22 27 41 2508 65 22 40 41 22 264 20 49 26 31 53 193 27 68 70 42 23 190 439 20 61 30 435 33 23 43 23 167 24 42 95 34
internal_value=0 -2.2434e-06 9.28321e-06 -1.81666e-06 -4.83108e-05 -2.01133e-05 -1.30165e-05 1.52294e-05 8.2815e-07 0.000400565 0.000120082 -0.000128435 -0.000313292 -0.000206443 0.000153941 -0.000550217 -0.000796305 2.92681e-05 0.000135037 -0.000173229 -0.000189309 1.32597e-05 -0.000256915 -8.94683e-05 -0.000360778 -0.000610376 0.000582351 -0.000369326 -0.000171978 -0.000109886 -0.000147391 -7.12084e-05 -3.55088e-05 -0.000447419 1.43118e-05 9.96395e-05 4.39328e-05 0.000993537 -0.000213383 -0.000276226 -0.000244142 0.000234611 5.95883e-06 -8.05282e-05 -0.000671111 0.000139454 0.000530391 -0.000432205 -0.000295073 -0.000363747
internal_weight=0 225207 54424 42031 6022 4913 4837 3886 3746 140 101 951 311 75 47 97 70 3435 927 1109 1087 272 815 312 503 176 48 127 96 2143 1760 1106 1038 112 926 733 690 43 251 654 624 60 36009 854 43 231 64 249 564 469
internal_count=279631 225207 54424 42031 6022 4913 4837 3886 3746 140 101 951 311 75 47 97 70 3435 927 1109 1087 272 815 312 503 176 48 127 96 2143 1760 1106 1038 112 926 733 690 43 251 654 624 60 36009 854 43 231 64 249 564 469
is_linear=0
shrinkage=0.05


Tree=452
num_leaves=51
num_cat=0
split_feature=7 8 3 1 1 0 3 1 14 5 13 5 13 13 14 9 10 3 10 13 6 4 10 14 3 10 14 0 3 6 0 5 5 12 10 4 1 13 14 3 13 0 3 3 9 10 0 1 3 6
split_gain=0.00230213 0.00423642 0.00426137 0.00975916 0.00954116 0.00828794 0.00700571 0.00827009 0.00662243 0.00630094 0.00831098 0.00591918 0.00913349 0.0112689 0.00957952 0.0096922 0.00953914 0.013976 0.0143178 0.0183001 0.0101881 0.00866294 0.00976601 0.0106673 0.00845108 0.00811085 0.0124473 0.0114179 0.0102262 0.00925484 0.0091375 0.00876067 0.0104675 0.00981945 0.0148024 0.0101155 0.00830266 0.0082567 0.00991302 0.00967479 0.008455 0.00798229 0.0143378 0.00790403 0.0133685 0.0118664 0.0110491 0.00906683 0.0100327 0.0131844
threshold=1.5000000000000002 12.500000000000002 13.500000000000002 1476.6985309953463 1594.8741267876551 831.91154688670701 11.500000000000002 1268.6169496378952 0.16496598639455784 1.0000000180025095e-35 0.30495169082125612 3.5000000000000004 0.17445652173913045 0.75304878048780499 0.76533166458072599 3.5000000000000004 0.48074074074074075 22.500000000000004 0.58898944193061853 0.34891304347826091 6.5000000000000009 4.5000000000000009 1.0000000180025095e-35 0.040408163265306128 37.500000000000007 0.62645348837209314 0.19139194139194141 1242.5784396434321 29.500000000000004 1.5000000000000002 1078.5099592134823 5.5000000000000009 8.5000000000000018 3.5000000000000004 0.70659971305595415 4.5000000000000009 2763.170641305167 0.267479674796748 0.24190177638453506 23.500000000000004 0.23861283643892342 1086.8692189335923 36.500000000000007 32.500000000000007 2.5000000000000004 0.27149877149877155 972.47622060718538 3616.7164640063575 27.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -5 7 -1 9 -7 -11 43 -13 14 15 16 24 18 19 -18 25 -15 -23 -24 -14 27 31 28 30 -30 -19 -27 33 34 -33 -35 37 40 39 -39 -28 42 -17 47 -45 -46 -47 48 -6 -50
right_child=-2 -3 4 5 11 8 -8 -9 -10 10 -12 12 13 21 -16 41 17 20 -20 -21 -22 22 23 -25 -26 26 36 -29 29 -31 -32 32 -34 35 -36 -37 -38 38 -40 -41 -42 -43 -44 44 45 46 -48 -49 49 -51
leaf_value=3.0818434041377413e-06 -7.9634511375859776e-06 -0.00072508456651121378 6.6095552292108229e-05 -3.4158669685950317e-05 1.2342999261126794e-05 0.00027136976873129128 2.8018568448361521e-05 -3.8947345910072895e-05 -0.00038182132280641459 -0.00065184731489959338 0.00034594353965076155 1.7552508892524712e-05 1.4639182084935293e-05 -3.6528900166381782e-05 -0.0010341201928677037 -0.00019770778517204913 -0.00060994058673582323 7.7342394014032426e-05 -9.1169461334181652e-05 -5.615323621844309e-05 0.00074363130336860196 0.00060084843780969439 0.0011709972094926661 8.4499842678219405e-05 -0.00067350958383435183 -0.00036358513985793289 0.00045183077359810296 0.0011440392384575982 0.0012454499873690243 0.00018090975332152271 -0.0010090656356797332 -0.00077043692956728837 -0.00047986944083110145 -0.00093458751744037729 0.00063950302082206286 3.4901382557954089e-05 -5.5809770205063946e-05 0.00041607156769411335 0.00030240738279192368 0.0018511317834845218 -0.00048038445571104864 0.00051675763144787095 -0.0013265275623215813 -0.00012621066060789529 0.00014498111486318521 0.00045542503823526204 0.0020186098655148479 -0.00033601743719741903 9.2603219239930891e-05 0.0006162501970253813
leaf_weight=58998 68517 20 7059 15103 63439 98 20149 14601 313 60 32 13766 5224 1326 25 938 318 247 4894 281 50 107 23 1271 45 333 43 31 35 49 21 22 98 32 121 169 312 24 179 23 56 37 29 73 38 20 26 185 622 149
leaf_count=58998 68517 20 7059 15103 63439 98 20149 14601 313 60 32 13766 5224 1326 25 938 318 247 4894 281 50 107 23 1271 45 333 43 31 35 49 21 22 98 32 121 169 312 24 179 23 56 37 29 73 38 20 26 185 622 149
internal_value=0 2.58454e-06 2.65348e-06 -4.19881e-06 1.00186e-05 -4.08083e-05 1.89549e-06 -5.25615e-06 -0.00024047 -7.61268e-06 -0.00030479 5.83772e-06 -1.24615e-05 -3.77119e-05 -5.62676e-05 -5.44716e-05 -4.25647e-05 -7.94195e-05 -0.000119411 -0.000350151 3.9644e-05 5.50736e-05 0.000141772 0.000103812 8.76203e-06 2.00344e-05 -3.53202e-05 0.000224109 0.000143092 0.000624468 -7.78659e-06 -0.000169909 -2.39942e-05 0.000105877 0.000422589 -0.000119445 0.000128426 0.000305292 0.000472091 0.00111834 -7.54829e-05 -0.000203983 -0.000231561 1.43787e-05 0.000368715 0.000798829 0.00133896 1.35148e-05 1.45219e-05 0.000193801
internal_weight=0 211114 211094 109354 101740 15606 93748 73599 503 190 92 94681 30129 16363 13636 13611 12607 7338 5493 599 1845 2727 1401 1294 5269 1795 1412 383 352 84 268 775 442 344 143 201 637 325 226 47 99 1004 967 64552 157 84 46 64395 64210 771
internal_count=279631 211114 211094 109354 101740 15606 93748 73599 503 190 92 94681 30129 16363 13636 13611 12607 7338 5493 599 1845 2727 1401 1294 5269 1795 1412 383 352 84 268 775 442 344 143 201 637 325 226 47 99 1004 967 64552 157 84 46 64395 64210 771
is_linear=0
shrinkage=0.05


Tree=453
num_leaves=51
num_cat=0
split_feature=7 5 12 6 1 4 12 13 13 1 12 10 9 3 0 10 3 5 10 1 10 10 13 6 3 1 4 14 5 6 0 10 13 13 10 14 6 12 13 8 4 0 13 1 14 10 1 13 13 6
split_gain=0.00228134 0.00365423 0.00578506 0.00956096 0.0083816 0.00708599 0.00935328 0.00771318 0.00650986 0.00640989 0.0060173 0.0055054 0.0104524 0.0090975 0.00980189 0.00857856 0.0279032 0.0358529 0.0128824 0.0086699 0.00786596 0.00719458 0.0109683 0.0075071 0.00854144 0.00824078 0.00785268 0.00716217 0.0179637 0.0150367 0.0141322 0.0106172 0.0205366 0.0159795 0.00857133 0.00929586 0.0075767 0.00719518 0.00704121 0.0116945 0.0124568 0.00703875 0.00945146 0.00989835 0.00699296 0.00690612 0.00686286 0.00917442 0.0090687 0.00767652
threshold=1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 2875.3264341504796 4.5000000000000009 8.5000000000000018 0.47140522875816998 0.19756097560975613 3049.3733999235665 6.5000000000000009 0.82426470588235301 2.5000000000000004 16.500000000000004 1364.7041533538422 0.90550595238095244 24.500000000000004 5.5000000000000009 0.87689393939393956 2036.9135851320555 0.87138130686517801 0.71611721611721624 0.050641025641025648 3.5000000000000004 11.500000000000002 2299.1146759378844 6.5000000000000009 0.23166368515205729 6.5000000000000009 1.5000000000000002 1020.4796647730221 0.85092592592592597 0.43826219512195125 0.26006441223832533 0.85092592592592597 0.28062500000000007 2.5000000000000004 4.5000000000000009 0.043961352657004842 1.5000000000000002 4.5000000000000009 899.47091450355208 0.72850122850122856 1813.8324983603854 0.14119601328903655 0.70659971305595415 2019.0226500378151 0.17445652173913045 0.3133928571428572 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 10 -4 7 -7 -6 -1 -5 21 13 14 20 16 19 18 -18 -15 -13 22 38 24 -23 -25 -27 31 29 34 36 32 -21 37 -29 -36 -31 -33 45 40 -40 -22 -43 -44 -41 -3 47 49 -49 -17
right_child=-2 11 3 4 8 6 -8 -9 -10 -11 -12 12 -14 15 -16 46 17 -19 -20 27 41 23 -24 25 -26 26 -28 28 -30 30 -32 33 -34 -35 35 -37 -38 -39 39 44 -42 42 43 -45 -46 -47 -48 48 -50 -51
leaf_value=7.986058620780545e-06 -4.0439578208538546e-06 -5.6417421277128456e-05 2.4678541408675009e-05 -0.00014791167436876344 -0.00096894986105754101 0.0001218219251837865 -0.00051598944129389629 0.00083822111176375894 7.7039381444808986e-05 -0.00072308701618264124 0.00046017046204170858 -0.00013045387314041456 -0.00089702711813836639 -0.00016437983417145392 -0.00104649001150392 0.00048658503041656233 -0.00075946024473523728 0.0024020536869366264 0.0010136513222408082 0.00035538047647228603 -1.7143186858657557e-05 -6.5382239893560444e-06 1.3314127804042856e-05 -0.00083725301146446527 0.00015352042010361781 0.00041198463592817015 -0.00062343089471445044 -0.0010274140006830831 0.0013524020101282409 0.0014670990109961067 -0.00054273965237930843 0.00082728568941341999 0.0019452414769232378 -0.00036820311621880509 -0.0011323457960748958 4.6662572223306982e-05 0.0002712412871635304 0.00013445108031321848 -0.0012438864933064907 0.0005192965953338376 -0.00030569156549085886 -0.00011075607959900418 -0.0013989343498057377 -0.00020979581885122961 -0.00018432383487225696 0.00061182965918515735 -2.5611129586818306e-05 -0.00021952456291985122 0.0001141742244766982 0.00011597750839701365
leaf_weight=51612 155195 4480 4709 352 51 3335 57 38 21 30 46 1960 34 235 24 219 20 31 21 82 16692 1386 29563 46 2091 47 30 44 22 27 26 73 27 91 21 82 26 77 50 47 121 935 30 42 142 39 4018 312 586 386
leaf_count=51612 155195 4480 4709 352 51 3335 57 38 21 30 46 1960 34 235 24 219 20 31 21 82 16692 1386 29563 46 2091 47 30 44 22 27 26 73 27 91 21 82 26 77 50 47 121 935 30 42 142 39 4018 312 586 386
internal_value=0 5.04357e-06 1.38872e-05 5.18333e-05 -0.000167438 6.44954e-05 0.00011916 0.000129893 -0.00066387 7.56136e-06 -7.76308e-05 -3.258e-06 -2.09225e-05 -1.97816e-05 -3.66456e-05 3.18732e-05 0.000174563 0.0011189 0.000148719 9.29387e-05 -3.54128e-05 8.88131e-06 1.85143e-06 7.61378e-05 8.97179e-05 -0.00030775 8.57599e-06 0.000194059 -1.15064e-05 -0.000144276 0.00041206 0.000339717 0.000749199 0.000154515 -0.00044326 -0.000193718 0.000880452 0.000471631 -6.76038e-05 -0.000280417 -0.000580018 -2.48879e-05 -0.000153264 -0.00070527 -9.34944e-06 -5.06503e-05 8.48367e-06 9.963e-05 -1.76567e-06 0.000250131
internal_weight=0 124436 60251 8609 470 8139 3430 3373 72 51642 398 64185 26143 26109 19683 6426 905 72 41 833 19659 38042 34442 3600 3477 123 77 598 248 226 79 350 109 241 147 103 53 150 4879 360 171 17699 1007 72 189 4519 5521 1503 898 605
internal_count=279631 124436 60251 8609 470 8139 3430 3373 72 51642 398 64185 26143 26109 19683 6426 905 72 41 833 19659 38042 34442 3600 3477 123 77 598 248 226 79 350 109 241 147 103 53 150 4879 360 171 17699 1007 72 189 4519 5521 1503 898 605
is_linear=0
shrinkage=0.05


Tree=454
num_leaves=51
num_cat=0
split_feature=3 1 5 1 3 4 10 7 13 4 0 12 8 14 13 5 7 1 7 0 13 10 3 13 10 0 10 3 0 1 5 14 13 10 13 0 1 10 0 7 5 5 10 10 14 0 9 14 13 0
split_gain=0.00222083 0.0148132 0.00868949 0.00821524 0.00687382 0.00784593 0.0103004 0.00735191 0.0113404 0.00974796 0.0110492 0.0108981 0.00910897 0.00845207 0.0177694 0.00863984 0.0104195 0.00788073 0.0101363 0.00873178 0.00926234 0.0108334 0.011262 0.0105718 0.0100008 0.00788466 0.00957766 0.00757736 0.0114586 0.0104907 0.00846316 0.00814451 0.0139205 0.0108453 0.00810094 0.0108179 0.00745757 0.00788485 0.0142334 0.0121894 0.0104364 0.0174467 0.0134287 0.00951855 0.00911916 0.00735159 0.007285 0.00772447 0.00723632 0.00716527
threshold=18.500000000000004 2157.1361945500553 3.5000000000000004 2263.042265477196 21.500000000000004 8.5000000000000018 0.39339826839826847 1.5000000000000002 0.73431372549019625 5.5000000000000009 757.83164246805711 5.5000000000000009 3.5000000000000004 0.18834459459459463 0.23606811145510839 4.5000000000000009 1.0000000180025095e-35 2503.1236745302976 1.0000000180025095e-35 762.92399468051701 0.23606811145510839 0.14459930313588851 19.500000000000004 0.29893617021276603 0.33012820512820518 789.71738991915538 0.47140522875816998 20.500000000000004 1159.2799263297591 2452.3200893468074 2.5000000000000004 0.56949806949806958 0.56594202898550738 0.091966173361522213 0.39736842105263165 789.71738991915538 2438.1594628963853 0.85092592592592597 812.90213645256711 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.94804318488529027 0.84731934731934744 0.04819976771196284 775.87200491785711 2.5000000000000004 0.36474501108647456 0.10435571687840291 792.40239783902211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -7 9 -9 10 -5 36 13 17 -15 27 -17 18 19 -12 21 48 25 -22 -24 -23 -27 29 31 30 34 32 33 -29 35 -16 37 43 39 -39 41 42 -41 -11 -40 -32 47 -8 -21 -25
right_child=3 2 -4 4 -6 6 46 8 -10 11 12 -13 -14 14 15 16 -18 -19 -20 20 23 22 24 49 -26 26 -28 28 -30 -31 45 -33 -34 -35 -36 -37 -38 38 44 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.2084854253512994e-06 3.4986403333676211e-05 -0.00010843646733421663 -0.00073819211351552189 -0.00011979297661362549 6.7704860046853465e-06 0.00045971381059141565 0.00025225045882459532 -9.3053594072263962e-05 -0.00053895053229337611 -1.9893560108145896e-05 0.0010118690484593954 0.00015302928191047177 -0.00024880244793373986 6.2040518785881071e-05 0.0016936293953525212 -0.00066185258999482631 0.00061655999192485728 -0.00034164339419129379 -0.00010029090420853621 0.00032994199057363656 -0.00092300545378141887 -0.00093405985913705089 -0.00020237279145208852 -0.00044369814459059857 0.00051448719569130766 0.00071521641444773066 -0.00064193412466780639 -1.5151851403061301e-05 4.3045706374363772e-05 0.001128689265128092 0.00053689946898884957 4.2023980391344856e-05 0.0022810822053413306 0.0011603212340560276 8.6219556237354065e-05 0.00033061504847766527 -0.00018899232834431782 -0.0001483843322142845 0.0008274364571818672 0.0002420861671243284 -0.00020347095637160515 -0.0021572778191141511 -0.0011740734414296581 0.00077695802679763324 -8.0555991081619608e-05 -0.00050103025948944487 -0.00079737649993384609 -0.00027732011291879683 0.0011700700966078635 0.00032209768672016384
leaf_weight=200568 19802 2506 56 863 44337 181 190 2304 152 2719 31 516 193 959 24 37 28 139 550 55 36 35 68 48 171 26 26 26 45 35 24 21 21 80 73 37 1346 162 29 26 53 27 47 38 595 59 27 108 48 84
leaf_count=200568 19802 2506 56 863 44337 181 190 2304 152 2719 31 516 193 959 24 37 28 139 550 55 36 35 68 48 171 26 26 26 45 35 24 21 21 80 73 37 1346 162 29 26 53 27 47 38 595 59 27 108 48 84
internal_value=0 -2.73452e-06 -0.000122202 7.26087e-06 -2.42221e-06 -3.53923e-05 0.000157423 -4.36214e-05 -0.00012065 -2.34957e-05 3.77455e-05 -6.5829e-05 8.33835e-05 0.000106396 0.000188856 0.000427318 -0.000111152 1.44187e-05 5.64328e-05 0.000193691 0.000151206 0.000274451 0.000133218 -0.000163509 0.000310527 -0.000353871 3.66411e-05 0.00050597 0.000741731 0.000325408 0.000195847 0.000954169 0.001105 0.000871998 0.000441596 0.000866883 -8.82271e-05 -5.15306e-05 -0.000176668 -0.000450654 -0.000770704 -0.00107134 -0.000669688 -8.91048e-06 -3.83576e-05 -0.000200906 -1.09297e-05 6.03256e-05 0.000721458 4.36265e-05
internal_weight=0 203130 2562 76501 56699 12362 506 11856 2456 9400 3842 5558 2979 2786 1469 510 65 1317 1178 628 597 429 326 168 239 87 52 445 193 252 217 148 127 106 134 61 5042 3696 939 315 153 100 73 2757 624 83 325 298 103 132
internal_count=279631 203130 2562 76501 56699 12362 506 11856 2456 9400 3842 5558 2979 2786 1469 510 65 1317 1178 628 597 429 326 168 239 87 52 445 193 252 217 148 127 106 134 61 5042 3696 939 315 153 100 73 2757 624 83 325 298 103 132
is_linear=0
shrinkage=0.05


Tree=455
num_leaves=51
num_cat=0
split_feature=5 3 1 1 8 10 0 12 14 7 0 13 13 5 14 14 14 13 10 0 0 10 6 13 6 14 14 0 14 9 0 1 3 1 0 0 13 13 7 13 14 13 10 0 13 12 14 9 12 3
split_gain=0.00224677 0.00528575 0.0172536 0.00913687 0.0136752 0.0205815 0.0129846 0.0136472 0.0176715 0.0169578 0.016688 0.0153325 0.0358676 0.020077 0.014422 0.0166527 0.0106168 0.010385 0.0129866 0.0105286 0.0135984 0.0100345 0.0099242 0.0125376 0.00990662 0.00927764 0.00843035 0.0128368 0.0119129 0.0118824 0.0109494 0.00934406 0.0100053 0.0109824 0.0109753 0.00903733 0.00859703 0.00856439 0.0157399 0.0131689 0.0089542 0.00854625 0.00928991 0.0103571 0.00991951 0.0100753 0.0238345 0.0142644 0.0133611 0.0113911
threshold=2.5000000000000004 23.500000000000004 2648.2431066574563 2790.319728588885 1.5000000000000002 0.31643132220795894 752.62734794289941 2.5000000000000004 0.080540540540540564 5.5000000000000009 928.78428753650576 0.30495169082125612 0.11237373737373739 5.5000000000000009 0.66260162601626027 0.39736842105263165 0.12060606060606062 0.19756097560975613 0.96076923076923093 858.45016876509555 916.44505744395212 0.47673160173160178 3.5000000000000004 0.71651785714285732 3.5000000000000004 0.23904761904761906 0.69337606837606847 1289.0088005912796 0.19399641577060936 2.5000000000000004 603.85663226554709 2408.1508409761141 19.500000000000004 2167.1135450300667 1104.0542682349771 821.95600019910705 0.74133811230585434 0.043961352657004842 2.5000000000000004 0.04210992907801419 0.13423423423423428 0.40270270270270275 0.93844696969696983 841.89925940917726 0.061553030303030311 5.5000000000000009 0.27178030303030304 2.5000000000000004 2.5000000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 5 22 21 8 -8 17 11 12 -10 -13 15 -14 -11 24 19 -19 -21 -7 23 -3 -9 -24 28 -28 29 31 -30 32 33 34 -2 -33 41 39 -39 40 -37 42 43 -32 45 47 -47 48 -45 -49
right_child=1 3 -4 -5 -6 6 7 9 10 16 -12 13 14 -15 -16 -17 -18 18 -20 20 -22 -23 25 -25 -26 -27 27 -29 30 -31 36 35 -34 -35 -36 37 -38 38 -40 -41 -42 -43 -44 44 -46 46 -48 49 -50 -51
leaf_value=3.5071028086094164e-06 -1.2923514818374296e-05 -3.7977432684403533e-06 -0.00023989537548648864 -5.8227706931182939e-06 1.8559522310003878e-05 0.00026064413339215315 -0.00051163913465441309 0.00047515824035105047 0.0016940809627821844 0.00024834088174181742 0.00023418836935888977 0.0016634249763731708 -0.00059541701048146942 0.00046069658239668407 -0.0011934951851144435 0.001332568361595761 -0.0011458377619015261 -0.00096667521548542124 0.00089355031593835784 0.00047783847698067291 -0.00040104580942026681 -0.00064332651915037791 5.3912648899396037e-05 0.0011608467485833293 -0.00021844469466204516 -0.00080105246758709362 2.1206598415837228e-05 -0.0011359016187877083 -8.8755819227738706e-05 7.6875817247218316e-05 -2.8416978463156805e-05 -0.00035750887709751927 7.1318716156493548e-05 -0.00026048232236797431 0.00094460043086049472 0.00027169957232210548 -0.0006012022374079607 -7.044778135482936e-05 -0.00075370685367638396 0.00087351933372182037 -0.00040107679989528097 2.4262642454020948e-05 2.6810660831279067e-05 0.00010844421341781568 -7.5313258599317594e-05 0.0013368754212053555 -0.00076190716972632808 -0.00049952158635363064 -0.00030927793143298429 -0.0015707647769133849
leaf_weight=173433 12218 622 823 18354 5891 59 36 458 37 22 155 94 24 55 25 21 36 33 35 82 95 64 55 24 58 75 18528 24 7899 5056 11675 322 3978 456 30 127 64 1143 91 56 81 7648 4455 268 3920 31 24 172 670 29
leaf_count=173433 12218 622 823 18354 5891 59 36 458 37 22 155 94 24 55 25 21 36 33 35 82 95 64 55 24 58 75 18528 24 7899 5056 11675 322 3978 456 30 127 64 1143 91 56 81 7648 4455 268 3920 31 24 172 670 29
internal_value=0 -5.72748e-06 -1.21452e-05 1.36613e-05 5.80518e-05 0.000165511 0.000280739 0.00032839 0.0005506 0.00020711 0.000643642 0.000891554 0.00043493 0.00121946 -0.000230621 0.000304309 -0.000617011 0.000269921 1.86687e-06 -0.000146747 6.12092e-06 -0.000209715 -4.07418e-05 3.94708e-05 0.000397195 -0.000439336 -9.77151e-06 1.97097e-05 -1.88248e-05 8.94631e-06 -3.65763e-05 -9.61663e-06 2.11992e-06 -1.95483e-05 -1.05782e-05 -0.000117193 -2.23421e-05 -6.55363e-05 -0.000120834 0.000192938 9.70493e-06 -2.10598e-05 -3.73762e-05 -5.44084e-05 -0.000113745 -0.000239921 0.000421043 -0.000271838 -0.000189929 -0.000654079
internal_weight=0 106198 79788 26410 8056 2165 1389 1266 447 819 411 256 107 149 70 45 58 761 245 210 177 123 776 646 516 130 78965 18552 60413 23558 36855 18502 16682 12704 12248 1820 28956 1498 1234 264 208 28892 21244 16789 5114 1194 55 1139 938 201
internal_count=279631 106198 79788 26410 8056 2165 1389 1266 447 819 411 256 107 149 70 45 58 761 245 210 177 123 776 646 516 130 78965 18552 60413 23558 36855 18502 16682 12704 12248 1820 28956 1498 1234 264 208 28892 21244 16789 5114 1194 55 1139 938 201
is_linear=0
shrinkage=0.05


Tree=456
num_leaves=51
num_cat=0
split_feature=8 4 1 12 14 14 0 0 5 4 1 0 10 8 5 3 13 8 13 14 14 14 14 14 14 1 14 13 1 3 3 13 13 10 0 8 7 10 7 4 14 13 6 3 6 0 11 10 1 0
split_gain=0.00225071 0.00775747 0.00815319 0.0133626 0.00847438 0.0157884 0.00626997 0.0104721 0.0061467 0.0108896 0.00510867 0.00400424 0.00956924 0.0144677 0.00552658 0.00538506 0.0052365 0.0049323 0.00697075 0.00442182 0.0105646 0.00845432 0.00895573 0.00953213 0.00915497 0.0081426 0.0101734 0.00759298 0.00711502 0.0103295 0.00678261 0.00852407 0.00623568 0.00598008 0.00712645 0.00703772 0.00558307 0.00423538 0.00384742 0.00387142 0.00558108 0.00401951 0.00332778 0.00321867 0.00308346 0.00292353 0.00282114 0.00568629 0.00604794 0.00549446
threshold=6.5000000000000009 7.5000000000000009 3906.2051313837133 2.5000000000000004 0.10435571687840291 0.24190177638453506 1104.0542682349771 907.74089229267565 8.5000000000000018 6.5000000000000009 3438.6371619929478 1086.8692189335923 0.15075757575757578 8.5000000000000018 15.500000000000002 39.500000000000007 0.6478537360890303 10.500000000000002 0.40967365967365971 0.19139194139194141 0.47140522875816998 0.15470085470085473 0.13714733542319751 0.087595907928388769 0.063164893617021281 3134.7261784906077 0.32200460829493094 0.036375661375661381 2519.2547660210666 32.500000000000007 27.500000000000004 0.43826219512195125 0.3816526610644258 0.51925925925925942 806.96991629943716 8.5000000000000018 1.5000000000000002 0.85092592592592597 1.0000000180025095e-35 4.5000000000000009 0.18634259259259262 0.19292803970223329 1.5000000000000002 24.500000000000004 2.5000000000000004 1046.9030864338465 0.18350168350168353 0.19756097560975613 1029.6061881601233 721.40394354093883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=46 8 6 -4 -5 -6 7 -3 9 38 -8 14 13 -13 17 -14 -16 19 -19 21 25 22 23 24 36 30 -27 -22 33 37 31 42 -25 -29 -35 -36 -10 -30 -2 40 -40 -41 -21 -43 -42 -11 -1 49 -49 -48
right_child=1 2 3 4 5 -7 10 -9 11 45 -12 12 15 -15 16 -17 -18 18 -20 20 27 -23 -24 32 -26 26 -28 28 29 -31 -32 -33 -34 34 35 -37 -38 -39 39 41 44 43 -44 -45 -46 -47 47 48 -50 -51
leaf_value=7.8042052110385893e-07 8.7879147901739416e-05 0.0001384121525500502 -0.0011305932940449566 0.001003063322328355 -0.0010813858410983813 0.00069702470892270176 -0.00050112547064402511 0.0013226889679208399 0.00080270473921226096 -0.0012765556413294942 0.0004581426262822268 0.0017817000881768762 -6.1740082517937201e-05 -0.00012012396473437548 -9.0514757626113438e-05 0.00058713182289567257 0.0010399522542138583 -1.7506901418701524e-05 -0.0013058010106241065 -0.001449850366334431 0.00084987956506665796 0.00093686920456373358 -0.00088491241661428762 0.0012242964945180575 -0.00082410771466259454 -0.00023340147826820612 -0.0015795548039022834 0.00064907121413853024 -0.00091931806072931407 0.00047313712107447482 0.00041928786158028489 4.4290536495212186e-05 0.00014674067376823776 -0.00054115467597016099 0.00078642735571713383 -0.00030205871056144439 -0.00025739273729009758 -0.0001344265448860824 -0.00088335885199841062 0.00037472543219337241 -0.00010352311618785903 0.00019733643882015409 -0.00054866371266100379 -0.00059450508314043741 -0.00065334113588666216 -0.00050191499703075917 -0.00013538388311182213 0.0004697739474414405 -0.00014018025367948148 0.00016425142442956755
leaf_weight=275923 107 35 25 23 24 26 23 40 23 29 35 20 286 20 21 36 20 21 21 20 24 26 26 25 35 25 32 42 55 26 28 39 29 44 33 27 27 25 45 40 102 21 21 33 34 21 236 42 1255 435
leaf_count=275923 107 35 25 23 24 26 23 40 23 29 35 20 286 20 21 36 20 21 21 20 24 26 26 25 35 25 32 42 55 26 28 39 29 44 33 27 27 25 45 40 102 21 21 33 34 21 236 42 1255 435
internal_value=0 -5.66891e-05 0.000213143 -0.000132908 0.000208765 -0.000156612 0.000468128 0.000770026 -9.79954e-05 -0.000257331 7.77432e-05 -3.40837e-05 0.000101411 0.000830788 -0.000102684 1.08046e-05 0.000460933 -0.000136969 -0.000661654 -0.000102101 -0.000189139 9.88618e-05 -3.31879e-05 0.000126128 -0.000203896 -0.000505651 -0.000989137 8.05092e-08 -8.08527e-05 -0.000392657 -0.000250477 -0.000484895 0.000645609 0.000145525 -5.78297e-05 0.000296609 0.000230252 -0.000674039 -0.000166509 -0.00026549 -0.000400686 -5.1658e-06 -0.000988267 -0.000286567 -0.000240978 -0.000951207 3.54956e-07 -5.92972e-05 -0.000120428 5.88655e-05
internal_weight=0 1740 231 98 73 50 133 75 1509 432 58 1077 362 40 715 322 41 674 42 632 441 191 165 139 85 165 57 276 252 106 108 80 54 146 104 60 50 80 382 275 181 94 41 54 136 50 277891 1968 1297 671
internal_count=279631 1740 231 98 73 50 133 75 1509 432 58 1077 362 40 715 322 41 674 42 632 441 191 165 139 85 165 57 276 252 106 108 80 54 146 104 60 50 80 382 275 181 94 41 54 136 50 277891 1968 1297 671
is_linear=0
shrinkage=0.05


Tree=457
num_leaves=51
num_cat=0
split_feature=7 14 0 0 6 9 8 13 3 13 14 13 0 10 13 5 5 4 3 13 4 14 0 1 10 1 10 4 13 1 13 0 14 4 10 9 13 10 1 1 3 13 1 6 8 5 0 3 14 1
split_gain=0.00219459 0.00359914 0.00443392 0.00356798 0.00940647 0.00782489 0.00606169 0.00800543 0.00907536 0.0142812 0.00713927 0.00696714 0.00547121 0.00541108 0.0063553 0.00958162 0.0237858 0.00830951 0.0083071 0.0157026 0.00800774 0.00721921 0.00788558 0.00781701 0.0133157 0.00726586 0.00663444 0.0113372 0.00792312 0.00676531 0.00542046 0.00734725 0.00785885 0.00538986 0.00515701 0.0101956 0.00901249 0.00656607 0.00626297 0.0178807 0.00618196 0.00779903 0.0125029 0.00689711 0.0113118 0.00629411 0.00696566 0.0106972 0.00621044 0.00818927
threshold=1.0000000180025095e-35 0.029857397504456332 1203.0768547389173 757.83164246805711 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 0.077677224736048281 22.500000000000004 0.27149877149877155 0.84731934731934744 0.087595907928388769 755.3515593304021 0.1126984126984127 0.11834733893557424 8.5000000000000018 7.5000000000000009 8.5000000000000018 23.500000000000004 0.25265957446808512 1.5000000000000002 0.39208074534161497 1321.1033005038273 2627.3186063900753 0.87138130686517801 2739.3600366868154 0.92724867724867732 1.5000000000000002 0.47140522875816998 2196.1721655225479 0.11583184257602865 995.44446815408207 0.23166368515205729 6.5000000000000009 0.47673160173160178 3.5000000000000004 0.3133928571428572 0.50490196078431382 1493.6456239972256 1251.6307572680143 28.500000000000004 0.069366479550922219 3297.5540643465279 2.5000000000000004 2.5000000000000004 2.5000000000000004 858.45016876509555 22.500000000000004 0.04819976771196284 2648.2431066574563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 13 10 -8 9 -9 -7 -12 -3 -5 15 16 20 21 -19 -20 -15 22 23 26 25 -25 27 -16 -28 -30 -22 32 -32 -10 -6 36 40 -38 39 -39 43 42 -42 48 45 -45 47 -47 49 -36
right_child=-2 3 -4 4 34 6 7 8 33 -11 11 -13 -14 14 17 -17 -18 18 19 -21 30 -23 -24 24 -26 -27 28 -29 29 -31 31 -33 -34 -35 35 -37 37 38 -40 -41 41 -43 -44 44 -46 46 -48 -49 -50 -51
leaf_value=-0.00012635269069906699 -3.9663278134281714e-06 8.8057442595802684e-07 -0.00089432043051125391 -6.9928277933442386e-05 2.7770409739885426e-05 0.00012531582846291096 -0.0008162873466254065 -0.0012964728986844421 0.0010486232029506936 0.00036197345492568005 0.0013104373529737737 0.00030932926220841531 -0.00017728336765990093 -0.00052162900358191972 0.00095717495278222495 0.0011370355377121914 -0.0015874190217194458 4.1091624711219587e-05 0.0015636236583249587 -0.00021188094731769527 9.6669785089760854e-05 9.0970856203705487e-05 -0.00082422514002950453 -0.0013302587815440562 0.00050702036306675934 -0.00035707431412778203 -0.00015618941703765597 2.4443109507957681e-05 0.00016472721235052566 -0.00059398995308583839 5.002712947316468e-05 4.1543740073405267e-05 0.0011472547009458488 2.7505743699813526e-05 0.0004969288909220874 -0.000667752443163796 -0.00034064927682006139 -0.00020148052032210775 4.0343296844687147e-05 0.0016385031035220576 0.0013790563327737411 -5.7226018857073405e-05 0.00020750374575877911 -0.00019128540176897727 -0.00043293353916121051 0.00016914366884497237 -4.9886460601555882e-05 0.001467013091314584 -4.8871797607437874e-05 -0.000144530744291842
leaf_weight=179 155195 89166 21 1176 8442 2698 38 25 24 27 24 63 433 51 33 22 21 62 33 20 3329 1740 31 34 27 44 1213 2552 359 32 25 68 47 28 120 61 112 31 4262 23 28 188 122 564 305 77 304 20 6047 85
leaf_count=179 155195 89166 21 1176 8442 2698 38 25 24 27 24 63 433 51 33 22 21 62 33 20 3329 1740 31 34 27 44 1213 2552 359 32 25 68 47 28 120 61 112 31 4262 23 28 188 122 564 305 77 304 20 6047 85
internal_value=0 4.94675e-06 -0.000206989 5.28794e-06 1.89161e-05 5.08454e-05 0.000123444 -0.000195214 3.17171e-05 -0.000435357 0.000139691 0.000585497 1.95717e-08 3.13843e-05 4.36129e-05 9.67966e-05 9.03337e-05 1.29506e-05 0.000433997 0.000893622 0.000100343 4.96703e-06 -2.96334e-05 -2.38969e-05 -0.000450005 -0.000781283 -1.32162e-05 3.63503e-05 -9.30975e-05 0.000102633 0.000109487 0.000414262 0.000766273 0.000498791 -2.34749e-06 -2.29366e-05 -1.97356e-05 3.73148e-05 4.7123e-05 0.000582216 -5.18755e-05 0.000157309 0.000426194 -6.12752e-05 -0.000167505 -8.36126e-05 6.78275e-05 0.000436746 -3.96963e-05 0.000230958
internal_weight=0 124436 200 124236 34637 13846 2927 142 104 52 2785 87 89599 10919 9743 3563 3541 6180 115 53 3520 6065 4325 4294 105 78 4189 2585 1604 391 3469 140 72 52 20791 12349 12288 4428 4316 54 7860 338 150 7522 1270 965 401 97 6252 205
internal_count=279631 124436 200 124236 34637 13846 2927 142 104 52 2785 87 89599 10919 9743 3563 3541 6180 115 53 3520 6065 4325 4294 105 78 4189 2585 1604 391 3469 140 72 52 20791 12349 12288 4428 4316 54 7860 338 150 7522 1270 965 401 97 6252 205
is_linear=0
shrinkage=0.05


Tree=458
num_leaves=51
num_cat=0
split_feature=3 1 0 10 6 5 10 4 0 1 3 3 10 10 0 6 1 0 4 1 0 7 0 3 10 14 10 10 3 3 5 0 1 3 3 10 9 5 0 9 1 10 3 10 10 1 6 4 0 5
split_gain=0.00211956 0.00881544 0.00601524 0.00451309 0.00514242 0.00340078 0.00326651 0.00339562 0.00316325 0.00311441 0.0130029 0.00727308 0.00713799 0.0100357 0.0082728 0.00726627 0.00710061 0.00636674 0.00635315 0.00623238 0.00592326 0.00586617 0.00580322 0.00569123 0.00528102 0.00520159 0.00499837 0.00449831 0.00529476 0.00441958 0.00425391 0.00420071 0.00425242 0.0105772 0.00686085 0.00790367 0.0104846 0.00950065 0.00635925 0.00858627 0.00752122 0.00581529 0.00609451 0.00668952 0.00855945 0.00598357 0.0056904 0.00612712 0.00549047 0.00756268
threshold=7.5000000000000009 910.44983920966422 371.21279892533875 0.13714733542319751 1.0000000180025095e-35 2.5000000000000004 0.85092592592592597 2.5000000000000004 414.64074193296955 1205.6450475795143 10.500000000000002 9.5000000000000018 0.79772727272727284 0.57979626485568769 515.84662348012159 1.5000000000000002 1064.5729367267443 1146.5960345662522 3.5000000000000004 1357.6621260085051 381.95844621414966 1.0000000180025095e-35 476.23565573595209 9.5000000000000018 0.39339826839826847 0.12060606060606062 0.87138130686517801 0.87138130686517801 8.5000000000000018 11.500000000000002 2.5000000000000004 371.21279892533875 1396.6810752259844 12.500000000000002 12.500000000000002 0.22792207792207794 2.5000000000000004 6.5000000000000009 486.27124121777877 3.5000000000000004 2207.0293116104267 0.55718954248366026 15.500000000000002 0.16472868217054268 0.47140522875816998 1791.9611273778253 1.0000000180025095e-35 2.5000000000000004 737.86994514254707 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -3 -8 -4 11 19 16 13 20 -15 17 18 22 -2 23 30 27 -14 -11 -25 -23 -20 28 -18 -24 -13 -12 34 48 -33 36 37 -36 39 41 46 42 -35 -44 -45 -43 -41 -48 -34 -50
right_child=9 6 3 4 -6 -7 7 -9 -10 10 31 12 15 14 -16 -17 21 -19 26 -21 -22 25 29 24 -26 -27 -28 -29 -30 -31 -32 32 33 38 35 -37 -38 -39 -40 40 -42 45 43 44 -46 -47 47 -49 49 -51
leaf_value=-0.00030679439848283531 1.204707276576506e-07 -0.0001983324850217308 0.00036214374663676461 -2.773111793458852e-05 7.8472721849946397e-05 -0.00037020857041195109 8.1609064447244847e-05 -0.00012553330516772195 8.1569181950642356e-05 -0.00019211219898092801 -0.00020380926427490079 0.000320068420516661 -0.00016747163335476759 7.3767092579856737e-06 0.00029218901942153246 -8.8762425933853686e-05 -0.00018754909065398843 0.0006841958324248727 0.00016199100473093236 -0.00030211472939795802 3.4309042385794987e-05 0.00012990278637173191 2.582788906861839e-05 7.9017216631245185e-06 -7.8008819960049826e-05 -0.00016233696913889995 3.6539949521992598e-05 2.3602518302302121e-05 -3.1828820739440434e-05 0.00016644696965732579 -0.00012830261398448785 8.7607969826837016e-06 -2.9338855074594507e-05 0.0001037741965965929 -0.00014906631581701943 0.00010739241340590896 0.00029645644717151722 -0.0012365184333508038 -1.0483910277201561e-07 -0.00025075553489294094 0.00037490149588439238 5.4528596545405708e-05 8.711034294315163e-05 0.00056006377916565102 -0.00023448191454801231 -0.00036381676814726068 0.00039949541250860928 -7.5847766782169708e-05 -7.5836000167259663e-05 -0.00031682503786238382
leaf_weight=152 16064 811 129 3543 1388 74 288 632 454 694 251 305 369 361 868 1493 626 37 1086 264 4730 172 8945 3059 4308 1327 2953 3327 4265 596 64 25003 9732 1519 461 3511 139 21 171056 382 89 396 209 259 39 109 83 370 2237 381
leaf_count=152 16064 811 129 3543 1388 74 288 632 454 694 251 305 369 361 868 1493 626 37 1086 264 4730 172 8945 3059 4308 1327 2953 3327 4265 596 64 25003 9732 1519 461 3511 139 21 171056 382 89 396 209 259 39 109 83 370 2237 381
internal_value=0 -2.62738e-05 3.55219e-06 1.1994e-05 -3.34199e-06 -3.47378e-05 -0.000125177 -6.06887e-05 0.000143652 7.21237e-07 -1.74093e-06 1.23404e-05 3.76634e-05 8.02741e-05 0.00020853 1.40934e-05 -2.74809e-06 2.95316e-05 1.42148e-05 -6.306e-05 4.93609e-05 -3.78417e-05 2.70874e-05 -5.52309e-05 -4.23362e-05 -0.000128804 7.0271e-05 -2.12497e-05 -5.17595e-05 3.4612e-05 0.000242302 6.19715e-07 8.57273e-07 -1.91294e-06 1.86244e-05 7.83097e-05 -8.61176e-05 -0.000196445 1.25165e-06 6.8411e-05 -6.20432e-05 0.000116036 0.000153875 0.00030398 0.00045608 -3.57677e-05 -0.000108616 1.1246e-05 -4.66301e-05 -0.000110907
internal_weight=0 7471 5740 5588 5005 3617 1731 920 583 272160 224572 47588 17768 6328 1229 11440 29820 9947 20103 8325 5099 9717 9910 8061 7367 1499 4039 8218 4891 9541 369 216247 215996 186861 29135 4132 621 482 174511 3455 924 2531 2026 507 298 505 835 453 12350 2618
internal_count=279631 7471 5740 5588 5005 3617 1731 920 583 272160 224572 47588 17768 6328 1229 11440 29820 9947 20103 8325 5099 9717 9910 8061 7367 1499 4039 8218 4891 9541 369 216247 215996 186861 29135 4132 621 482 174511 3455 924 2531 2026 507 298 505 835 453 12350 2618
is_linear=0
shrinkage=0.05


Tree=459
num_leaves=51
num_cat=0
split_feature=7 6 0 4 5 1 8 14 9 14 14 3 1 12 5 14 14 5 10 10 1 14 13 0 10 13 1 13 10 0 0 1 4 10 5 10 13 8 5 7 1 14 13 1 10 10 13 10 10 14
split_gain=0.0022238 0.00421403 0.00816714 0.0118306 0.0111165 0.00993647 0.0114161 0.0132514 0.00839409 0.0174802 0.0125937 0.0124016 0.0110959 0.0118938 0.0140256 0.00821777 0.00888131 0.00819979 0.00796651 0.00792807 0.00951227 0.014514 0.0119216 0.00854648 0.0132501 0.0131205 0.0120509 0.0104898 0.0128676 0.0177096 0.0170459 0.00948561 0.0122168 0.00912183 0.0085638 0.00794912 0.0155592 0.0113646 0.0130635 0.00882373 0.0138463 0.0121681 0.00839503 0.0118257 0.0104306 0.00822929 0.00782999 0.0118227 0.010752 0.00769239
threshold=1.5000000000000002 1.0000000180025095e-35 848.41687930959222 5.5000000000000009 7.5000000000000009 2423.1344677252664 4.5000000000000009 0.24190177638453506 2.5000000000000004 0.28730158730158734 0.32200460829493094 32.500000000000007 3521.6014656366374 6.5000000000000009 2.5000000000000004 0.03883861236802414 0.267479674796748 6.5000000000000009 0.42206477732793529 0.3066239316239317 2692.3630167879473 0.096006144393241177 0.16472868217054268 1040.0256050067871 0.84292763157894746 0.077677224736048281 3364.5296915318181 0.065942028985507259 0.77913279132791347 1173.0767376433671 1264.1367493995072 2287.1494267431067 8.5000000000000018 0.50490196078431382 3.5000000000000004 0.95060975609756104 0.11834733893557424 1.5000000000000002 4.5000000000000009 2.5000000000000004 2936.4214567341296 0.55086206896551737 0.077677224736048281 2554.1430983545456 0.85092592592592597 0.35388994307400384 0.063164893617021281 0.19139194139194141 0.55086206896551737 0.13423423423423428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 -4 17 -8 19 11 -11 12 13 15 -15 -10 -17 -7 -13 20 -5 -22 -23 35 27 34 -27 49 29 31 33 -29 -33 -31 -26 39 -37 -38 -39 40 45 42 -41 -44 -45 -21 -6 -48 -49 -25
right_child=1 -3 3 4 46 6 7 -9 9 10 -12 18 -14 14 -16 16 -18 -19 -20 23 21 22 -24 24 25 26 -28 28 -30 30 -32 32 -34 -35 -36 36 37 38 -40 41 -42 -43 43 44 -46 -47 47 48 -50 -51
leaf_value=2.5401873381230763e-06 2.8040775611480365e-05 -1.6764749003329669e-05 -7.4733631098578525e-05 -0.00037787118648949079 -0.00019102749925381927 -0.00034404137127579029 0.00082640711756539528 -0.00064102280826773507 0.0014021212486979842 -0.0010462855627645547 -4.7263838822690112e-05 0.00010463001031894236 0.0013695132055935185 -0.0014038266098941677 0.00027419014826812077 0.00031836838364153708 0.0013343591632766893 -0.00098634011476667082 -0.0010331564880907537 0.00099270554305985574 -0.00068801797773257705 5.8361109104081393e-05 0.0012434598373602058 0.00031675695128546193 -9.8009689549491701e-05 -0.0002790274914614985 -0.001325586501605295 0.00019447967955514927 0.0013143694878090173 0.00068312817519264562 2.8668973854192618e-05 -0.0015294003109447658 0.00010646394248830067 0.0021400098752399738 0.00070013105568149424 -0.00040776086672662928 0.0001802206542537454 0.0022277419510785316 0.00065854993930164105 0.00025668383790061701 0.0011162200265163039 0.00035191971852107214 -0.00016459723927087993 -0.0011710592858180998 0.00012790446380677169 6.5199524738792495e-05 -0.00050079906729727313 0.0016612329529240154 0.00051989566646807358 -0.00071464105476479753
leaf_weight=211114 16737 45090 2704 319 44 268 40 25 21 37 214 40 28 20 33 332 23 61 25 25 39 63 32 29 89 534 29 54 30 21 44 25 21 22 54 39 46 21 36 59 36 99 174 68 20 551 22 26 100 48
leaf_count=211114 16737 45090 2704 319 44 268 40 25 21 37 214 40 28 20 33 332 23 61 25 25 39 63 32 29 89 534 29 54 30 21 44 25 21 22 54 39 46 21 36 59 36 99 174 68 20 551 22 26 100 48
internal_value=0 -7.8268e-06 9.37608e-06 -3.73191e-05 2.44304e-05 -0.000108915 -0.0003435 0.000262011 3.52794e-06 0.000148358 -0.00019453 0.000313233 0.000405145 0.000342202 -0.000359024 0.000441046 0.000384193 -0.00046313 -0.00033298 -3.90885e-05 -0.000229373 0.00012414 0.000457552 5.61482e-07 -0.000106854 -0.000224304 -0.000332936 0.000175185 0.000353092 0.000198877 0.000720544 -0.000254974 -0.000782593 0.00142851 0.000203386 9.2057e-05 0.000442802 0.00076486 0.00123667 4.37956e-05 0.000164913 -0.000132689 -0.000282148 -0.000403488 -0.00087584 0.000105456 0.000394577 0.000568676 0.00075541 -0.000326192
internal_weight=0 68517 23427 6690 3592 3098 394 65 3400 773 251 522 457 429 53 376 355 329 65 2627 453 134 95 2174 1000 706 563 294 217 187 87 100 46 43 143 1174 142 103 57 1032 612 420 321 262 88 576 192 148 126 77
internal_count=279631 68517 23427 6690 3592 3098 394 65 3400 773 251 522 457 429 53 376 355 329 65 2627 453 134 95 2174 1000 706 563 294 217 187 87 100 46 43 143 1174 142 103 57 1032 612 420 321 262 88 576 192 148 126 77
is_linear=0
shrinkage=0.05


Tree=460
num_leaves=51
num_cat=0
split_feature=3 1 1 14 5 14 6 1 14 0 14 13 0 14 0 1 3 1 7 0 9 10 9 10 10 10 4 0 0 0 14 12 1 6 0 9 10 13 4 6 5 0 7 10 12 5 9 5 10 10
split_gain=0.00223339 0.0129422 0.00835654 0.00612542 0.00545582 0.00543566 0.00582337 0.00707007 0.00529741 0.012596 0.0396552 0.0378548 0.0115686 0.0114307 0.00955682 0.0102743 0.00761423 0.00890815 0.00872813 0.00751224 0.00773662 0.0173595 0.0199288 0.00792939 0.00739043 0.00807707 0.00842053 0.00692817 0.00692081 0.00607014 0.0082878 0.0075074 0.00574666 0.00600136 0.00807007 0.0060999 0.00622763 0.00624113 0.00602501 0.00567333 0.00775165 0.00560949 0.00641523 0.00559662 0.00842887 0.00766854 0.00762087 0.00586713 0.00566394 0.00683152
threshold=17.500000000000004 2001.0640350640863 1894.0094888517563 0.5270467836257311 2.5000000000000004 0.36939571150097467 1.0000000180025095e-35 2128.0092764220458 0.23166368515205729 1321.1033005038273 0.76533166458072599 0.24695121951219515 1364.7041533538422 0.10762548262548265 907.74089229267565 1000.5856501778441 15.500000000000002 1577.7371014993744 1.0000000180025095e-35 1146.5960345662522 2.5000000000000004 0.56711711711711721 1.5000000000000002 0.77913279132791347 0.24695121951219515 0.55718954248366026 1.5000000000000002 631.82903166651715 745.01798143964209 983.43194644661196 0.17445652173913045 4.5000000000000009 1570.8321245839154 1.0000000180025095e-35 607.80887334671706 2.5000000000000004 0.64400921658986188 0.29217479674796754 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1061.8284994139024 1.0000000180025095e-35 0.22792207792207794 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 0.3816526610644258 0.76568627450980398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 5 -5 6 7 -3 12 -10 11 -11 13 19 15 -15 17 -17 43 20 21 -1 -23 28 27 26 -26 -18 -24 -16 31 -31 -27 -34 35 36 -35 -38 -39 -25 -41 42 -32 44 -19 -46 47 -45 -49 -50
right_child=2 3 -4 4 -6 -7 -8 -9 9 10 -12 -13 -14 14 29 16 24 18 -20 -21 -22 22 23 39 25 32 -28 -29 -30 30 41 -33 33 34 -36 -37 37 38 -40 40 -42 -43 -44 46 45 -47 -48 48 49 -51
leaf_value=-0.00010115819370240683 9.1549964207123988e-05 2.1948639124506391e-05 3.7620771822950872e-06 -0.00014768060991571285 -0.00048531704977947468 8.3934663841015822e-05 -0.00014645401476760624 -0.0002561138992839562 -6.8061829477587122e-06 0.0027628539009019737 -0.0011710821701537656 0.00024427714713572249 -0.00088386510776925018 -6.1462571852829808e-05 -8.8780370131945276e-05 5.527694374465712e-05 0.00031083370424683321 -3.4481646397387409e-05 -6.7357570778043508e-05 0.00071322559844702485 5.1891213830320829e-05 -3.4674873619014472e-05 0.00015170107299019775 0.00052370860125734568 0.0008901744803828795 0.00060937863911084578 -7.7812805524993286e-05 8.9088219685273335e-05 -4.6231375802620012e-05 0.00019150603532044758 0.00028597772448847537 0.00094621571460540808 3.5720684865948699e-06 0.0012422423933943112 0.00011739527144636747 -0.00015423393342643978 0.00080895738431081561 -0.00031647734242535474 0.00058584749994396764 0.00033418962151412612 -0.0005362588593769553 -0.00066960244223342419 -0.00032575910484107837 0.0001071095125738498 9.2205472046307562e-05 0.00036621871486909184 -0.0001725617371852462 -0.00035083964062220929 0.00017691055766910681 -8.1565570939391572e-05
leaf_weight=6001 2798 1555 86980 643 147 576 1759 268 130308 25 23 37 36 2448 2413 17316 706 660 3529 35 3126 7309 1523 201 23 58 969 703 622 141 100 43 842 30 916 33 64 37 37 95 35 35 75 1306 706 400 554 133 358 894
leaf_count=6001 2798 1555 86980 643 147 576 1759 268 130308 25 23 37 36 2448 2413 17316 706 660 3529 35 3126 7309 1523 201 23 58 969 703 622 141 100 43 842 30 916 33 64 37 37 95 35 35 75 1306 706 400 554 133 358 894
internal_value=0 -3.07281e-06 6.49805e-06 -8.28769e-05 -0.000210507 -5.86279e-05 -8.15525e-05 -1.89295e-05 -9.37278e-07 -6.40928e-06 0.000602055 0.00125983 1.21518e-05 1.27439e-05 2.94695e-05 3.70647e-05 4.50317e-05 3.46665e-05 -7.12409e-06 -1.86196e-05 -1.9974e-05 -3.4205e-05 6.85647e-06 0.000129454 0.000105694 6.14412e-05 -5.53696e-05 0.000200197 9.43053e-05 -5.90693e-05 0.000122892 0.000367878 0.000118891 0.000104369 0.000180351 0.000467251 0.000589329 0.000447391 0.000134685 0.000357234 9.98381e-05 -9.17631e-05 2.38048e-05 3.52954e-05 0.000106923 0.000191306 -3.68613e-06 3.10805e-05 -4.06118e-05 -7.65626e-06
internal_weight=0 189853 89778 4948 790 4158 3582 1823 184905 130393 85 62 54512 54476 35529 32722 30274 25856 8540 18947 18912 15786 9785 2476 4418 3009 992 1409 2145 2807 394 184 2017 1959 1117 201 168 138 74 331 130 210 175 5011 1766 1106 3245 2691 1385 1252
internal_count=279631 189853 89778 4948 790 4158 3582 1823 184905 130393 85 62 54512 54476 35529 32722 30274 25856 8540 18947 18912 15786 9785 2476 4418 3009 992 1409 2145 2807 394 184 2017 1959 1117 201 168 138 74 331 130 210 175 5011 1766 1106 3245 2691 1385 1252
is_linear=0
shrinkage=0.05


Tree=461
num_leaves=51
num_cat=0
split_feature=2 1 3 12 4 4 10 10 10 9 13 5 0 0 5 9 0 3 2 14 10 12 0 5 10 1 4 14 7 10 7 10 13 0 10 12 0 5 8 0 3 10 10 1 12 13 1 10 10 14
split_gain=0.00224494 0.00756091 0.00826891 0.00743948 0.0124253 0.0178513 0.0120221 0.011611 0.0116536 0.0142255 0.0132452 0.0144865 0.0176822 0.0109808 0.0113683 0.0112153 0.010455 0.010373 0.0107696 0.0103477 0.0171235 0.0115797 0.0186223 0.0141176 0.0112991 0.0138028 0.0108798 0.0246785 0.0192786 0.0144759 0.0124001 0.0123376 0.0118674 0.0204889 0.0188203 0.016337 0.0135422 0.0176752 0.0214928 0.0161822 0.0181498 0.0128244 0.0158772 0.0182644 0.0157648 0.012478 0.0112709 0.0107991 0.0106707 0.0105504
threshold=2.5000000000000004 3049.3733999235665 31.500000000000004 4.5000000000000009 7.5000000000000009 4.5000000000000009 0.063508064516129045 1.0000000180025095e-35 0.084523809523809543 4.5000000000000009 0.26006441223832533 7.5000000000000009 745.01798143964209 792.40239783902211 8.5000000000000018 2.5000000000000004 1113.5670458188422 34.500000000000007 3.5000000000000004 0.14119601328903655 0.96076923076923093 7.5000000000000009 1104.0542682349771 4.5000000000000009 0.58898944193061853 2080.9167792779376 6.5000000000000009 0.16843971631205676 1.5000000000000002 0.68819444444444455 4.5000000000000009 0.53452380952380962 0.098780487804878067 1013.9723183850269 0.21913109756097562 9.5000000000000018 694.39959731492536 2.5000000000000004 1.0000000180025095e-35 869.07031931492213 23.500000000000004 0.096006144393241177 0.32071428571428579 2818.3175397299569 5.5000000000000009 0.037749287749287756 3906.2051313837133 0.53452380952380962 0.15849282296650721 0.032795698924731186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 13 9 10 11 -9 -13 14 -2 -16 -12 18 -14 24 26 22 23 -22 25 -7 30 28 -28 46 32 -30 35 36 -35 45 -34 39 -39 -38 -41 44 43 -43 -40 -21 -29 -32 -45 -26
right_child=3 2 -4 4 -6 19 -8 8 -10 -11 16 12 17 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 49 -27 27 29 31 -31 47 -33 33 34 -36 -37 37 38 41 40 -42 42 -44 48 -46 -47 -48 -49 -50 -51
leaf_value=3.3521886123656074e-06 4.5547512641742136e-05 0.00017775920322882094 0.0010924914560746402 -0.00015486470072125988 -3.9791283230987572e-05 0.00047905696102173035 1.7920625716636732e-05 -1.4914072158361817e-05 -1.1201616148966561e-05 0.00030438441410384962 -0.0001580227193180791 0.00052403015369135476 -0.00067310259056588013 -9.2995052383462937e-05 0.001578388468909037 0.00026353396888060328 0.0006544928311996046 -6.0912815455975405e-05 -0.0018222600491883765 0.00028616451975405809 0.0022189045574383011 -0.00035112334939185535 -0.00038914331391424637 0.0008115030724759574 0.00067364697465150541 6.1504179576562035e-05 5.3013632069241099e-05 -0.00018518297380321254 0.0012885290775317883 0.00033963674534301185 -8.1002093793358654e-05 -1.1858088449419786e-05 1.6809689103350806e-05 1.2709333532257006e-05 0.0014939890286321037 -0.00084710399962866433 0.00046279774876537043 0.0012392173840652971 -0.00091316477024299802 0.0022535845932374096 0.00059264844641898227 0.0014742273356468003 -4.1604864806564071e-05 0.00099262520205229527 0.00028504300887319955 -4.2678836979983256e-06 -0.0013609549385451135 -0.001325503554519104 -0.00048871825096167382 -0.00011431419348672448
leaf_weight=163775 11347 210 28 1324 5763 211 4201 5393 72759 248 3874 36 75 1529 23 55 40 43 28 690 28 20 20 49 44 3192 130 693 76 138 72 24 415 32 65 44 347 41 66 29 38 45 201 20 47 797 21 23 31 1231
leaf_count=163775 11347 210 28 1324 5763 211 4201 5393 72759 248 3874 36 75 1529 23 55 40 43 28 690 28 20 20 49 44 3192 130 693 76 138 72 24 415 32 65 44 347 41 66 29 38 45 201 20 47 797 21 23 31 1231
internal_value=0 3.76143e-06 0.000285375 -5.33588e-06 2.22562e-05 4.70795e-05 -2.34853e-05 -1.11659e-05 -1.80763e-05 -6.94469e-05 -7.92172e-05 -2.97205e-05 -0.000468462 3.2842e-05 4.96827e-05 0.000651247 -0.000149719 -0.000713186 -0.000985495 9.09839e-05 0.000147933 0.000744339 0.000970207 0.00132329 3.98294e-05 8.73942e-05 0.000130851 -5.08928e-06 0.000454502 -0.000129157 0.000179832 0.000976436 0.000198196 0.000304701 0.00100532 0.000102403 0.000251607 0.000364256 0.000147707 0.000600158 0.00131156 3.85562e-05 0.000211043 0.000740026 -0.000414795 0.000130499 -0.000219765 -0.000382302 9.22008e-05 -8.71218e-05
internal_weight=0 164013 238 115618 20168 14405 5525 95450 82496 9737 9489 5575 182 12954 11425 78 3914 146 103 8880 4202 117 97 77 4678 3403 4085 1082 230 852 3003 100 2908 1377 97 1531 1280 865 451 414 67 410 297 96 113 1487 714 95 51 1275
internal_count=279631 164013 238 115618 20168 14405 5525 95450 82496 9737 9489 5575 182 12954 11425 78 3914 146 103 8880 4202 117 97 77 4678 3403 4085 1082 230 852 3003 100 2908 1377 97 1531 1280 865 451 414 67 410 297 96 113 1487 714 95 51 1275
is_linear=0
shrinkage=0.05


Tree=462
num_leaves=51
num_cat=0
split_feature=3 1 1 14 1 0 13 8 10 14 13 1 9 1 4 14 6 1 4 14 13 4 12 14 14 10 0 4 14 10 4 3 1 14 5 4 1 14 0 10 0 3 14 10 12 6 3 0 5 0
split_gain=0.00220735 0.0094595 0.00823212 0.00669489 0.0093288 0.00631428 0.0109175 0.00921852 0.00785714 0.0104665 0.0234389 0.00976972 0.00865734 0.00714132 0.00590977 0.00636196 0.0060607 0.0075467 0.00595486 0.00580363 0.00608364 0.00578205 0.0109296 0.00577419 0.00984044 0.00575735 0.00532094 0.00665967 0.00824249 0.00642429 0.00559739 0.00522938 0.00780988 0.00574454 0.00543445 0.00913434 0.00713813 0.00613181 0.00609142 0.00857814 0.00838811 0.0096982 0.00609461 0.00597222 0.00961376 0.00827764 0.00958377 0.0116837 0.00752707 0.00619117
threshold=20.500000000000004 2217.1926524768464 2438.1594628963853 0.93933823529411775 2275.0720736400158 800.94442982758699 0.10435571687840291 2.5000000000000004 0.71611721611721624 0.59317129629629639 0.34891304347826091 2469.2009762718558 1.5000000000000002 2392.1183921884472 7.5000000000000009 0.24190177638453506 1.0000000180025095e-35 2438.1594628963853 6.5000000000000009 0.62678571428571439 0.098780487804878067 6.5000000000000009 3.5000000000000004 0.44590643274853808 0.19399641577060936 0.84731934731934744 795.06662848518874 3.5000000000000004 0.44590643274853808 0.20881782945736438 5.5000000000000009 22.500000000000004 2606.2997478250472 0.95119047619047625 3.5000000000000004 4.5000000000000009 2571.3753443570063 0.18065268065268067 821.95600019910705 0.18834459459459463 848.41687930959222 21.500000000000004 0.14119601328903655 0.087595907928388769 3.5000000000000004 1.5000000000000002 21.500000000000004 815.90331358780702 1.5000000000000002 637.97230254237888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -2 5 -5 26 14 8 -8 11 -11 -10 -13 23 15 16 -7 18 -18 -17 -21 -1 -23 24 -9 -26 -3 -28 29 -29 -31 32 33 34 43 37 38 -36 39 42 -40 -42 -37 44 -4 46 49 -48 -49 -46
right_child=2 3 31 4 -6 6 7 13 9 10 -12 12 -14 -15 -16 19 17 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 30 -32 -33 -34 -35 35 36 -38 -39 40 -41 41 -43 -44 -45 45 -47 47 48 -50 -51
leaf_value=-1.755435743857164e-06 4.4848553993106477e-05 -2.0839673217605874e-05 -5.6517675006438773e-05 -0.00069789029014615119 1.0351478466991862e-05 0.00013482937069517943 -0.00021194088780208779 -0.00011875437177115251 -2.6152650229264779e-05 -0.00022485354452439379 0.0015970789707235753 -0.0013529460446012242 -6.1690737027674921e-05 -0.001100649893649259 -0.00025710234627466437 0.00027508914641612701 -4.1915116265471003e-06 -0.00082966280665109835 -0.00058152069058159438 -0.00051579366908317392 0.00042398490443771995 5.9735458954631166e-05 -9.8509081466650783e-05 0.00029157728873073095 -0.0013104082348658458 -0.00044563467702410446 0.0010666300013161328 0.00070781399392996856 -0.00067685019927851567 -0.00061050889035686859 0.00027997653418121145 5.6897169092473567e-06 -0.00016449681361245609 -0.00047396590963377522 -0.00015026803922738095 -0.00036789431585930292 -0.0004683111937473379 -0.0006365122838454634 0.00031223501266646413 -0.00038787660767811128 -0.00064318713431324188 7.326649822455177e-05 0.00050493204809905971 -1.1884677579148676e-05 0.0008089264887773122 2.0533402603432226e-05 0.0001844999861284371 0.00047249046914183291 0.0015689362522199211 -2.163992079597469e-05
leaf_weight=206148 12393 5603 306 94 92 284 1193 99 850 41 31 27 25 36 167 405 284 39 53 51 26 8101 1261 31 38 39 22 56 26 25 60 36009 1109 68 147 30 84 116 266 173 60 222 60 3003 30 143 44 23 49 89
leaf_count=206148 12393 5603 306 94 92 284 1193 99 850 41 31 27 25 36 167 405 284 39 53 51 26 8101 1261 31 38 39 22 56 26 25 60 36009 1109 68 147 30 84 116 266 173 60 222 60 3003 30 143 44 23 49 89
internal_value=0 -2.18382e-06 9.03667e-06 -5.04928e-05 -0.000347577 -4.4683e-05 -9.55247e-05 -0.000158661 -0.000125914 -2.05453e-05 0.00055959 -6.68532e-05 -0.00073215 -0.000450685 2.07157e-05 6.13423e-05 -3.95095e-05 -0.000171191 -9.49881e-05 0.000199438 -0.000198466 -1.01274e-08 3.8421e-05 -0.000337648 -0.000448477 -0.000872406 -1.20379e-05 0.000248895 0.00014117 0.00029201 1.80691e-05 -1.5226e-06 -4.46492e-05 -1.75963e-05 -1.11911e-05 -0.000105681 -2.95567e-05 -0.000364733 1.58877e-05 -0.000181915 0.000110818 -7.91704e-05 0.00021399 1.84858e-05 0.000151823 0.00032048 0.000503 0.000826407 0.00121868 0.000187747
internal_weight=0 225207 54424 9697 186 9511 3719 2410 2167 974 72 902 52 243 1309 1142 660 376 337 482 77 215510 9362 207 176 77 5792 189 167 141 85 42031 6022 4913 4845 1158 895 263 811 263 548 282 90 3687 684 378 235 116 72 119
internal_count=279631 225207 54424 9697 186 9511 3719 2410 2167 974 72 902 52 243 1309 1142 660 376 337 482 77 215510 9362 207 176 77 5792 189 167 141 85 42031 6022 4913 4845 1158 895 263 811 263 548 282 90 3687 684 378 235 116 72 119
is_linear=0
shrinkage=0.05


Tree=463
num_leaves=51
num_cat=0
split_feature=7 12 13 0 13 0 3 1 10 14 12 10 14 6 14 8 7 1 4 12 7 13 0 10 10 3 8 10 8 13 14 4 6 3 10 10 3 10 14 4 3 0 13 0 10 0 5 4 5 12
split_gain=0.00225319 0.0041649 0.0169472 0.0132854 0.00543012 0.00624837 0.0049489 0.0123898 0.0129351 0.0146705 0.020497 0.0109077 0.0110462 0.0097981 0.0105095 0.00855528 0.00880514 0.00820055 0.012348 0.0145088 0.0122622 0.0200003 0.0143195 0.0149967 0.0193171 0.0139967 0.0119055 0.011686 0.0114624 0.0112003 0.0114351 0.0111651 0.0119421 0.0111691 0.0147399 0.0215504 0.0223185 0.021885 0.0130847 0.0237872 0.0126922 0.0122906 0.0120181 0.0126047 0.0140038 0.0109502 0.0158416 0.0163038 0.0159157 0.0177183
threshold=1.5000000000000002 10.500000000000002 0.080540540540540564 1159.2799263297591 0.04210992907801419 1146.5960345662522 33.500000000000007 3616.7164640063575 0.33012820512820518 0.3623737373737374 4.5000000000000009 0.36899313501144165 0.12060606060606062 1.5000000000000002 0.087595907928388769 5.5000000000000009 12.500000000000002 3906.2051313837133 6.5000000000000009 5.5000000000000009 3.5000000000000004 0.41277890466531447 952.21519948873902 0.13714733542319751 0.35805860805860812 35.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.11237373737373739 0.16843971631205676 7.5000000000000009 7.5000000000000009 38.500000000000007 0.15470085470085473 0.48074074074074075 37.500000000000007 0.61651583710407254 0.29217479674796754 9.5000000000000018 37.500000000000007 1020.4796647730221 0.24695121951219515 1001.157454449629 0.3133928571428572 1321.1033005038273 4.5000000000000009 5.5000000000000009 8.5000000000000018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 7 15 9 10 -9 -10 -13 -12 -15 16 -2 18 -8 20 21 22 29 -24 28 -26 -21 -22 -25 -20 -31 45 33 34 -33 36 42 40 -35 -40 -37 -38 43 -36 -45 46 -19 -48 49 -49
right_child=1 2 3 -5 -6 -7 17 8 11 -11 13 12 -14 14 -16 -17 -18 31 19 26 27 -23 23 24 25 -27 -28 -29 -30 30 -32 32 -34 38 35 37 41 -39 39 -41 -42 -43 -44 44 -46 -47 47 48 -50 -51
leaf_value=2.5569160588241957e-06 -5.6719061722975006e-06 5.6779037792390832e-05 0.00085490738558469397 -0.00054343859343950092 -0.0014507594887855585 -0.0010726935907732695 -4.7963870494938462e-05 -0.0010005038925945493 -0.0015448010667958962 0.0010645821439818693 0.00073069921168296241 0.00042163855936710863 -0.00070704705125687432 -0.00080164654079724015 0.00035406426620847059 -0.00013809794252624919 -0.00078785758135685089 -0.00078459631743802078 -0.00036754201733856461 0.00085300412429205612 0.0012281089924120656 -0.00018078902369755246 6.3805515387547069e-05 0.0028268162592818653 0.00032160174326106373 0.0015748260493981779 -0.00016541574932751036 9.1358960093529257e-05 0.0013115083158481867 0.0013873867422262267 0.00015659877073789097 0.00029793434643823316 -0.0010550538547249744 -6.1814123417695187e-05 -0.0013019284773194656 0.00026798355276696383 -0.00059672458696046057 -0.00036947666525189896 0.0019152283003980603 0.00019551649458604046 0.0018106394214555622 -0.002103960890886619 0.00053760322755099172 0.00041831755691255706 -0.00095934141734947589 -0.00029929719495830006 6.577666538457076e-06 0.00069760112965013834 0.00048739754661385507 0.0027043089651587336
leaf_weight=211114 63553 24 41 29 23 25 636 56 28 26 46 28 96 37 42 1252 36 24 40 32 24 74 33 24 56 37 278 390 26 32 46 97 32 492 44 40 21 132 24 124 20 38 27 39 35 69 75 22 70 22
leaf_count=211114 63553 24 41 29 23 25 636 56 28 26 46 28 96 37 42 1252 36 24 40 32 24 74 33 24 56 37 278 390 26 32 46 97 32 492 44 40 21 132 24 124 20 38 27 39 35 69 75 22 70 22
internal_value=0 -7.87835e-06 -0.000278385 0.000275593 -0.000816974 -0.000519483 -7.31656e-06 -1.0285e-05 -0.000303209 -4.60248e-05 -0.00020556 -0.000653454 -0.000452183 0.000150576 -0.000187218 -8.66316e-06 -6.11473e-06 5.3641e-05 0.000127174 0.000229177 0.000343927 0.000553931 0.00073886 0.00102458 0.0012463 0.000820196 -6.02885e-05 0.000157258 0.00203886 0.000312697 0.000661537 -3.41717e-05 -0.000102505 -7.56011e-05 -0.000254469 -0.000389779 -0.000747617 -9.57703e-06 6.21828e-05 0.000474389 0.000782202 -0.00156749 -0.000414015 -0.000631758 -0.000233278 0.000248125 0.000425459 0.000579117 0.000955788 0.00170096
internal_weight=0 68517 142 70 72 49 68375 65200 359 207 181 152 124 125 79 64841 63589 3175 1728 1092 782 368 294 176 143 93 310 414 50 118 78 1447 1165 1133 493 396 204 192 640 148 60 59 145 118 74 282 213 189 114 44
internal_count=279631 68517 142 70 72 49 68375 65200 359 207 181 152 124 125 79 64841 63589 3175 1728 1092 782 368 294 176 143 93 310 414 50 118 78 1447 1165 1133 493 396 204 192 640 148 60 59 145 118 74 282 213 189 114 44
is_linear=0
shrinkage=0.05


Tree=464
num_leaves=51
num_cat=0
split_feature=5 3 1 5 1 9 10 0 14 10 10 0 12 10 8 1 1 3 14 10 5 13 14 13 13 5 12 14 4 10 0 3 13 4 0 1 5 6 13 14 9 8 12 10 10 6 14 5 10 14
split_gain=0.00219198 0.00513924 0.0128434 0.017897 0.0106822 0.0107348 0.0158962 0.0173111 0.011914 0.011812 0.0259137 0.0243233 0.0209964 0.0165116 0.0160839 0.018405 0.0154549 0.0182884 0.0143087 0.0139138 0.0132249 0.0125168 0.016233 0.0112266 0.0259047 0.0122132 0.0110328 0.0108921 0.0124249 0.0138577 0.0117224 0.0102252 0.0102013 0.0131347 0.00976827 0.0092484 0.0172771 0.0190807 0.0243646 0.0144772 0.0112833 0.00906914 0.00889833 0.0144263 0.00872965 0.0100122 0.0115053 0.00854922 0.00949523 0.00853872
threshold=2.5000000000000004 24.500000000000004 2715.3598764542044 4.5000000000000009 2936.4214567341296 2.5000000000000004 0.29478609625668456 714.86761375774711 0.66260162601626027 0.74133811230585434 0.92450142450142458 1264.1367493995072 3.5000000000000004 0.42705167173252284 1.5000000000000002 2875.3264341504796 2846.3956359091098 28.500000000000004 0.18274582560296851 0.55718954248366026 10.500000000000002 0.25265957446808512 0.074537037037037054 0.23861283643892342 0.42206477732793529 4.5000000000000009 4.5000000000000009 0.57359307359307377 6.5000000000000009 0.33012820512820518 972.47622060718538 29.500000000000004 0.15075757575757578 8.5000000000000018 1364.7041533538422 3364.5296915318181 4.5000000000000009 1.0000000180025095e-35 0.098780487804878067 0.43050193050193059 1.5000000000000002 2.5000000000000004 7.5000000000000009 0.36899313501144165 0.39339826839826847 1.5000000000000002 0.19399641577060936 8.5000000000000018 0.96225071225071235 0.32200460829493094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 42 5 9 -7 -8 27 11 12 13 14 44 -11 23 -12 32 19 -13 -15 22 -14 -16 -25 -26 -24 28 29 -9 -31 47 33 34 41 36 37 38 -33 40 -39 -18 -4 -44 -3 46 -46 -6 -49 -42
right_child=1 4 3 -5 31 6 7 8 -10 10 16 18 21 20 15 -17 17 -19 -20 -21 -22 -23 26 24 25 -27 -28 -29 -30 30 -32 35 -34 -35 -36 -37 -38 39 -40 -41 49 -43 43 -45 45 -47 -48 48 -50 -51
leaf_value=3.4640789750432741e-06 -8.8994124925451232e-06 -6.5562453332235852e-05 -0.00010917544128271061 -0.00053847608868006955 -5.3416754959937019e-05 4.5250727023980259e-05 -1.3734879972282381e-06 0.0012692815546567241 -0.00034477676393741624 0.0013702776063837518 7.3183448867648692e-05 0.00044172564470164576 0.0012470872107181042 -0.00029474243630059073 -0.00019009729180283644 0.0015596955750986716 -0.0017176153085026098 0.00026466562870955927 5.4977414223479707e-05 0.001653408529730796 -0.0014901898956547182 -0.00055159101833623936 -0.00047296413143316934 0.0014811232793144882 -0.00085443875510603771 0.00043973356079105973 0.00036859439774964228 0.0015991135433848416 0.00066978755646195402 0.00024990112547052082 -0.00071825793578422499 -0.00010100065264850855 -0.00013132797328623691 1.5831698555354347e-05 -0.00043812494229769074 -7.8172093037071055e-06 4.1857129920809594e-05 0.0013654849844223702 0.0021106466269967231 -0.00050321089840748895 0.00018966807729861929 -0.00066300541414724041 -0.00025076141999826567 0.0013690612649683047 6.2943780794739719e-05 -7.3104266800541197e-05 0.0016580744334183132 -0.00024947394485333316 -0.0012864748179843581 0.00089488822005816975
leaf_weight=173433 82452 1036 979 260 5347 1696 348 30 47 64 2082 84 34 642 74 34 47 134 159 33 24 64 63 50 26 61 102 21 319 293 35 20 169 53 64 6553 1932 27 33 53 271 36 28 27 20 47 26 121 27 51
leaf_count=173433 82452 1036 979 260 5347 1696 348 30 47 64 2082 84 34 642 74 34 47 134 159 33 24 64 63 50 26 61 102 21 319 293 35 20 169 53 64 6553 1932 27 33 53 271 36 28 27 20 47 26 121 27 51
internal_value=0 -5.65722e-06 -1.13524e-05 -0.000167653 1.55858e-05 6.18638e-05 0.000141078 0.000289773 0.000425771 1.96051e-05 8.04769e-05 -7.31869e-05 0.000385007 -0.000140378 0.000664481 0.00048011 1.30916e-05 -0.000235639 0.0003638 0.000783482 -0.000337822 5.66503e-05 0.000252266 0.000306148 0.000574193 5.29694e-05 4.72721e-05 0.000477656 0.00044287 0.000240672 0.000146591 -1.01164e-05 -0.000417321 -0.000658985 -0.000902286 2.28759e-05 0.000107137 0.000384327 0.00127606 0.000266759 0.000383689 -0.00126019 -7.44095e-05 0.000544424 -2.39059e-05 0.000440139 0.000964539 -6.37926e-05 -0.000438657 0.000301364
internal_weight=0 106198 83746 1294 22452 8017 2789 1093 745 5228 3157 2071 572 1795 309 245 2585 503 276 117 666 263 199 211 137 87 165 698 677 358 328 14435 369 200 147 8940 2387 455 53 402 349 83 1034 55 1129 93 46 5495 148 322
internal_count=279631 106198 83746 1294 22452 8017 2789 1093 745 5228 3157 2071 572 1795 309 245 2585 503 276 117 666 263 199 211 137 87 165 698 677 358 328 14435 369 200 147 8940 2387 455 53 402 349 83 1034 55 1129 93 46 5495 148 322
is_linear=0
shrinkage=0.05


Tree=465
num_leaves=51
num_cat=0
split_feature=7 4 0 10 0 3 8 6 10 14 5 1 1 0 14 1 10 14 14 5 13 9 10 5 10 0 1 0 5 5 0 14 9 0 1 0 0 13 7 2 13 10 14 5 12 6 1 4 12 13
split_gain=0.00216763 0.00348527 0.00577205 0.00526135 0.00629729 0.00498022 0.00412609 0.00531048 0.00517239 0.00468911 0.00705878 0.00575664 0.00506996 0.00394521 0.00781454 0.00389502 0.00467398 0.00366367 0.00673114 0.00723951 0.00734969 0.00642172 0.00501562 0.00689738 0.00492912 0.00476412 0.00618856 0.00435676 0.0043153 0.00463138 0.00366358 0.00419534 0.00610315 0.0125921 0.00678655 0.00496853 0.00502831 0.00365299 0.00347998 0.0042345 0.00388358 0.00339954 0.00337881 0.00325423 0.00513972 0.00843496 0.00758199 0.00631531 0.00839103 0.00697075
threshold=1.0000000180025095e-35 1.5000000000000002 465.25684438145873 0.19756097560975613 1203.0768547389173 14.500000000000002 2.5000000000000004 1.0000000180025095e-35 0.92724867724867732 0.73798627002288331 2.5000000000000004 2063.0309978427954 1820.9047752929355 778.64491060969465 0.9298029556650248 1015.6035085790342 0.93440860215053767 0.27178030303030304 0.084219858156028379 6.5000000000000009 0.38956639566395673 2.5000000000000004 0.94519519519519524 6.5000000000000009 0.36474501108647456 745.01798143964209 1941.0300553547174 911.950011882387 4.5000000000000009 5.5000000000000009 476.23565573595209 0.21807065217391305 2.5000000000000004 594.28164584295212 1487.7388556757253 792.40239783902211 719.33492945964201 0.55086206896551737 6.5000000000000009 2.5000000000000004 0.26138716356107666 0.29478609625668456 0.40238095238095245 1.5000000000000002 3.5000000000000004 2.5000000000000004 2875.3264341504796 4.5000000000000009 8.5000000000000018 0.47140522875816998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=43 2 5 30 6 37 9 8 -8 17 -11 12 13 15 -15 -12 -17 18 -5 21 -21 25 23 27 -23 26 -20 -19 -27 -30 -4 -32 38 34 -34 36 -35 -2 39 -33 -41 -9 -24 44 -1 47 -47 -46 49 -49
right_child=1 -3 3 4 -6 -7 7 41 -10 10 11 -13 -14 14 -16 16 -18 22 19 20 -22 24 42 -25 -26 28 -28 -29 29 -31 31 32 33 35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 45 46 -48 48 -50 -51
leaf_value=7.2992846872380338e-06 -0.00033450729574601486 -2.4203572018451977e-06 0.000419740156600407 -0.00016088865704133443 0.00069866043886577254 0.00055937583066142081 0.00034666932147126971 0.0003764722277992405 -0.00019014781480379767 -1.9263826342532563e-05 -0.00027010923304925842 0.00093562153111822132 -0.00056950575475639192 0.0014272035277099349 0.00014249121349762549 0.00030752634597543664 -0.0003475371373739715 -5.9522458333527575e-05 6.2485277998802508e-05 0.00098963614913042297 -7.0692566917456983e-05 0.0011458057460417463 -6.5702419140672481e-06 0.00061782068577657988 0.00024770634376909586 -5.731543569059536e-05 0.00086416745418682692 -0.00066046260687853062 -0.0011162602694441929 -0.00010151705844856968 -0.00028324461889353705 -0.00013675644806086589 -0.00018675063092814527 -0.00015448706399183722 0.00086462195968400055 0.00036311151961854193 -0.0010396265376714706 -9.4922527314126863e-05 0.00039350970361668331 -0.00087056630035498885 -7.9895067137840677e-05 -0.00018565910720360436 -0.00077147192233020356 -2.917780052937233e-06 2.3332736130681002e-05 -7.1510252280347408e-05 -0.00062908470717957252 0.00011502149834471118 -0.0004890629785797118 0.0007960702212202657
leaf_weight=51642 296 149049 30 311 32 22 114 28 74 485 41 29 20 20 29 295 30 1114 649 44 26 22 22 37 50 140 25 31 23 22 343 375 20 68 66 32 21 344 26 41 25 682 42 64185 4709 398 72 3335 57 38
leaf_count=51642 296 149049 30 311 32 22 114 28 74 485 41 29 20 20 29 295 30 1114 649 44 26 22 22 37 50 140 25 31 23 22 343 375 20 68 66 32 21 344 26 41 25 682 42 64185 4709 398 72 3335 57 38
internal_value=0 -3.94189e-06 -4.08411e-05 -2.40059e-05 -2.15672e-07 -0.000180304 -5.29264e-06 -0.000100923 0.000135369 1.91944e-05 0.000114116 0.000253532 0.000208059 0.000245533 0.000666864 0.000189125 0.000247059 -1.60208e-05 4.22929e-05 0.000105419 0.0005958 6.85485e-05 -7.74232e-05 -5.40804e-05 0.000522126 3.05304e-05 9.22213e-05 -7.57925e-05 -0.000194224 -0.000620164 -0.000124825 -0.000140888 -6.84431e-05 0.000157547 0.000620117 -0.000171221 -0.00036334 -0.00020573 -0.000168615 -0.000201756 -0.00057107 -0.000163491 -0.000508537 4.91627e-06 1.32618e-05 4.90289e-05 -0.000156926 6.09221e-05 0.000112528 0.000122694
internal_weight=0 155195 6146 5484 4437 662 4405 898 188 3507 949 464 435 415 49 366 325 2558 1312 1001 70 931 1246 1182 72 859 674 1145 185 45 1047 1017 674 207 86 121 89 640 467 441 66 710 64 124436 60251 8609 470 8139 3430 3373
internal_count=279631 155195 6146 5484 4437 662 4405 898 188 3507 949 464 435 415 49 366 325 2558 1312 1001 70 931 1246 1182 72 859 674 1145 185 45 1047 1017 674 207 86 121 89 640 467 441 66 710 64 124436 60251 8609 470 8139 3430 3373
is_linear=0
shrinkage=0.05


Tree=466
num_leaves=51
num_cat=0
split_feature=3 1 5 1 13 10 5 0 10 7 0 10 1 0 5 0 0 10 4 0 12 1 14 13 3 7 13 1 6 10 10 13 5 10 5 1 10 14 10 5 1 6 4 5 10 14 14 8 4 12
split_gain=0.00220391 0.0132811 0.00775591 0.00758938 0.00888897 0.0117283 0.0089764 0.00844678 0.0134449 0.00753146 0.0071028 0.0135392 0.00801968 0.00687002 0.00655102 0.00634126 0.00768454 0.00692436 0.0103353 0.0110511 0.0063461 0.00700048 0.00629531 0.00684963 0.00617159 0.0113676 0.0109929 0.00747381 0.00985646 0.015535 0.00919023 0.00777118 0.00757305 0.00740199 0.00887094 0.00845126 0.0102324 0.016349 0.00664689 0.00663714 0.00720602 0.00811034 0.00660328 0.00773041 0.00807332 0.00721911 0.0128525 0.00658944 0.00793038 0.0065359
threshold=18.500000000000004 2157.1361945500553 3.5000000000000004 2128.0092764220458 0.79772727272727284 0.95553359683794481 5.5000000000000009 654.32431632631881 0.15470085470085473 8.5000000000000018 555.79974291387714 0.34891304347826091 2177.0305804108953 621.99340003303882 2.5000000000000004 570.24145417226862 625.94960935577217 0.053342816500711245 4.5000000000000009 835.12391301254218 4.5000000000000009 2228.9969941234554 0.11583184257602865 0.16472868217054268 20.500000000000004 1.5000000000000002 0.59175084175084181 2287.1494267431067 1.0000000180025095e-35 0.61651583710407254 0.9104278074866311 0.045983086680761107 3.5000000000000004 0.20881782945736438 2.5000000000000004 2377.2264031740556 0.89009661835748799 0.050641025641025648 0.83558558558558571 6.5000000000000009 2364.0969371768856 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 0.41763565891472876 0.52440476190476204 0.41801075268817212 1.5000000000000002 8.5000000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 6 9 14 8 13 -6 11 12 -5 -8 -2 -3 -17 18 22 20 21 -20 -18 -24 25 39 33 28 29 49 32 -32 -31 -27 35 36 37 -35 42 40 41 -12 43 44 -39 46 -45 48 -44 -26
right_child=3 2 -4 10 5 -7 7 -9 -10 -11 24 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 27 26 -28 -29 -30 30 31 -33 -34 34 -36 -37 -38 38 -40 -41 -42 -43 47 45 -46 -47 -48 -49 -50 -51
leaf_value=-1.2791161470940071e-06 -2.7326119920617113e-05 9.2302529198250933e-05 -0.00069780479986677948 -1.3946968504313598e-05 0.00021001416410029009 -0.00065429801927945975 0.00033097527921199799 -0.00010249225934323633 1.9101324057813141e-05 -0.00072292523188728164 2.4509697857173353e-05 -0.00017677376349960769 0.00035654584392385197 0.0015857184819954757 9.2959008515017944e-05 -0.00067931866531378349 -0.0010980517254211009 -0.00015182738837659062 8.3965115199637007e-05 -0.00038147061510244388 0.0012067161193893602 0.00097365688028124486 0.00041536216539194966 -0.00076202283463706931 0.00070288273973130263 -0.00020191429643790361 -0.00037461126835931579 2.1380744339970029e-06 3.3769428950806869e-05 0.00045178558968473226 0.00083874260479858964 7.967972120226419e-05 -0.00051925479317872618 -0.00075233275164486623 -0.00016392002652611186 -0.00042615248379921213 -9.4251708247851862e-05 0.0015386809806201471 0.0010454233559020968 -0.00039903362396800284 -8.8557353633081869e-05 -0.00038950631741954569 1.5516251733060926e-05 0.00027038353625054393 0.00026390122935560572 0.00075191580240657058 -0.0010195535707420535 -0.0007685123983284702 0.00099910943181780371 0.00027532116946721931
leaf_weight=200568 1553 357 56 206 1296 42 20 1661 147 22 8297 254 502 24 4175 63 21 1844 67 40 30 33 30 21 168 864 358 49320 2905 25 39 249 102 41 725 84 439 27 27 106 1928 120 188 240 23 66 21 23 23 191
leaf_count=200568 1553 357 56 206 1296 42 20 1661 147 22 8297 254 502 24 4175 63 21 1844 67 40 30 33 30 21 168 864 358 49320 2905 25 39 249 102 41 725 84 439 27 27 106 1928 120 188 240 23 66 21 23 23 191
internal_value=0 -2.72408e-06 -0.000115844 7.23315e-06 5.05263e-05 0.000168231 2.94078e-05 -6.62824e-05 0.000248611 0.000194442 1.5044e-06 0.000136395 0.000248747 0.00101538 6.03468e-05 -0.00010284 -0.000135258 -0.000118826 0.000132638 0.000345288 0.000568906 0.000377563 -0.000369454 -6.94434e-05 -4.4406e-07 -3.04909e-05 -0.000113768 7.26622e-06 7.60132e-05 0.000234564 2.62214e-05 0.000182469 -0.000328105 -8.03102e-05 -2.57871e-05 5.75293e-05 9.38704e-05 0.000215499 0.000277695 -5.39852e-06 -1.36514e-06 1.86071e-05 0.000243769 0.000373268 0.000952282 0.000284734 0.000166595 3.51316e-05 0.000122733 0.000475406
internal_weight=0 203130 2562 76501 8940 1360 7580 1852 191 1318 67561 962 708 44 5728 2506 2149 2086 242 170 130 100 72 51 66599 13600 3149 52999 3679 774 415 288 127 2791 1927 1202 1118 679 638 10451 10345 8417 611 377 50 327 261 234 211 359
internal_count=279631 203130 2562 76501 8940 1360 7580 1852 191 1318 67561 962 708 44 5728 2506 2149 2086 242 170 130 100 72 51 66599 13600 3149 52999 3679 774 415 288 127 2791 1927 1202 1118 679 638 10451 10345 8417 611 377 50 327 261 234 211 359
is_linear=0
shrinkage=0.05


Tree=467
num_leaves=51
num_cat=0
split_feature=7 4 12 0 13 10 0 10 13 13 10 5 8 7 13 13 0 14 14 7 5 8 13 13 5 12 0 13 14 10 14 6 6 5 6 4 0 14 8 4 13 13 0 0 6 0 0 0 13 6
split_gain=0.00222357 0.00370263 0.0101761 0.00874586 0.0127999 0.0202543 0.0189419 0.0152757 0.0132667 0.010114 0.00953172 0.00837189 0.00899656 0.0123143 0.0094205 0.0119168 0.00966993 0.00792486 0.00785486 0.0195874 0.010854 0.0116498 0.00765829 0.0116299 0.00762952 0.0084641 0.0104808 0.0104627 0.0195335 0.0116269 0.0103663 0.0125463 0.0102014 0.00866362 0.00818697 0.0139446 0.00755716 0.00691016 0.00703163 0.00673166 0.0126743 0.0104456 0.00629468 0.00684508 0.00612961 0.00771734 0.00633472 0.00610281 0.00813588 0.00604012
threshold=3.5000000000000004 7.5000000000000009 9.5000000000000018 1113.5670458188422 0.81365740740740755 0.36899313501144165 891.78880821500877 0.96609195402298864 0.091966173361522213 0.56330128205128216 0.59761904761904772 10.500000000000002 1.5000000000000002 7.5000000000000009 0.27842377260981915 0.22361111111111112 1289.0088005912796 0.61200716845878145 0.80277777777777792 7.5000000000000009 9.5000000000000018 3.5000000000000004 0.68496240601503777 0.6478537360890303 3.5000000000000004 1.5000000000000002 851.91169544844706 0.18301435406698566 0.267479674796748 0.82426470588235301 0.46247654784240161 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 8.5000000000000018 1364.7041533538422 0.099019607843137278 1.0000000180025095e-35 5.5000000000000009 0.087595907928388769 0.059714795008912663 1222.5833773881889 1242.5784396434321 1.0000000180025095e-35 924.13557371275863 701.3251561572655 977.9268823093272 0.074537037037037054 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 7 -6 -7 24 -9 11 -11 12 42 14 15 -14 -16 22 19 20 21 39 23 -2 25 -3 -27 29 34 30 31 33 -30 -28 -29 -36 -20 -25 -39 -19 41 -41 -5 -44 -42 46 -46 48 -35 -31
right_child=1 2 -4 9 5 6 -8 8 -10 10 -12 -13 13 -15 16 -17 -18 18 36 -21 -22 -23 -24 37 -26 26 27 28 32 49 -32 -33 -34 47 35 -37 -38 38 -40 40 44 -43 43 -45 45 -47 -48 -49 -50 -51
leaf_value=9.3797420514243916e-07 -7.2781609739746317e-05 -0.00071729790430981669 0.0011038319365153175 -0.00015933930653092877 0.0020571569002987371 0.0012072404638853518 -0.00086760334167841147 -0.00010041181097039953 0.0013609599056596891 -0.0015646402047769653 -0.00030924725809503196 0.00060156760560146167 -0.0001558085091159724 -0.0012549987649046151 -0.0010727282817813331 0.00079997717277021036 6.4962668069970933e-06 3.9334512507486143e-05 -2.6027741054197769e-05 0.001296239861639569 0.00098734552910387089 -0.00051123276121200578 8.277220086131971e-05 0.00015197579191546099 0.00013747666824206269 0.0002112487548904028 0.00060170319920871407 0.00013128330702944798 0.00010703132163895214 -0.00054255317613158543 -0.0011776138219283894 0.00079627858267485865 0.001517092645848732 -0.00026700136592038552 0.00015418563953376022 -0.001328434343283464 0.00084867315972223878 0.0001005432615056634 -0.00082920907807420012 0.00043930500930097581 0.00056615428392828076 0.0019864931191114011 0.0011122344666585813 0.00018709775737745101 -0.0004323671662132256 -0.00083148225071804174 0.00074168081929976192 -2.3087512200811147e-05 -0.0015178383551896193 -0.0016652942146174613
leaf_weight=267780 5667 50 22 122 21 22 22 25 41 21 54 46 275 28 51 37 35 422 2013 37 34 76 771 33 777 250 20 68 23 23 25 32 29 26 29 35 25 25 109 24 53 20 23 153 20 26 27 33 26 25
leaf_count=267780 5667 50 22 122 21 22 22 25 41 21 54 46 275 28 51 37 35 422 2013 37 34 76 771 33 777 250 20 68 23 23 25 32 29 26 29 35 25 25 109 24 53 20 23 153 20 26 27 33 26 25
internal_value=0 -2.11941e-05 3.32857e-05 2.36608e-05 9.23126e-05 0.000779574 0.000169819 6.32482e-05 0.00080741 -0.000106493 -0.000660757 -5.25063e-05 -9.40635e-05 -0.000241479 -0.000170176 -4.24621e-05 -0.000633509 -3.55311e-05 3.53396e-05 0.000174986 0.000115889 7.15334e-05 -6.53279e-05 -8.49003e-05 2.98595e-05 -9.06283e-05 -4.19738e-05 -0.000202648 7.26133e-05 -0.000443829 -0.000241315 -7.0458e-05 0.000893412 -0.000334606 -0.000250731 -0.000656622 -1.52978e-05 -0.000496138 -0.000655748 0.000146348 0.000411993 0.00114257 0.000116671 0.000307996 0.00015687 -0.000140281 0.000242086 -0.000554914 -0.00089242 -0.00112731
internal_weight=0 11851 2469 2447 1602 65 44 1537 66 845 75 770 724 426 398 312 86 9382 2777 739 702 668 6605 5834 1471 694 644 394 184 210 162 137 52 105 132 64 2038 167 134 592 170 44 298 176 126 73 47 85 52 48
internal_count=279631 11851 2469 2447 1602 65 44 1537 66 845 75 770 724 426 398 312 86 9382 2777 739 702 668 6605 5834 1471 694 644 394 184 210 162 137 52 105 132 64 2038 167 134 592 170 44 298 176 126 73 47 85 52 48
is_linear=0
shrinkage=0.05


Tree=468
num_leaves=51
num_cat=0
split_feature=3 1 8 1 9 5 14 13 7 12 0 6 6 5 4 10 1 3 5 4 13 13 10 0 1 0 12 14 14 6 8 14 1 0 8 10 5 6 1 14 13 4 0 5 7 4 14 13 4 13
split_gain=0.00213615 0.0121565 0.00829741 0.00766582 0.00833407 0.00673664 0.00877135 0.00723722 0.0060426 0.0115791 0.0080401 0.00628774 0.00598129 0.00592823 0.00587142 0.00780367 0.00579317 0.00573699 0.00546349 0.00891744 0.00966873 0.00785252 0.0102045 0.00725242 0.00700012 0.0057453 0.00553474 0.00540271 0.00975805 0.009613 0.00704619 0.00536481 0.00579496 0.00562337 0.00519017 0.00550017 0.0050629 0.00757587 0.00504109 0.00592015 0.00498135 0.00495672 0.00491906 0.00672809 0.00839138 0.00526955 0.0142056 0.00497577 0.00609291 0.00491643
threshold=17.500000000000004 1941.0300553547174 2.5000000000000004 2010.0693574974659 2.5000000000000004 3.5000000000000004 0.16496598639455784 0.050641025641025648 1.5000000000000002 4.5000000000000009 654.32431632631881 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 0.063508064516129045 2157.1361945500553 16.500000000000004 1.5000000000000002 6.5000000000000009 0.62731481481481499 0.16472868217054268 0.053342816500711245 650.00108876836543 1984.0536335644945 664.82673601874205 2.5000000000000004 0.70710784313725505 0.88348416289592768 1.5000000000000002 4.5000000000000009 0.76533166458072599 1820.9047752929355 646.30446357176208 1.0000000180025095e-35 0.20881782945736438 1.0000000180025095e-35 7.5000000000000009 1664.7529255167353 0.14119601328903655 0.38585607940446659 2.5000000000000004 989.51400485044212 3.5000000000000004 3.5000000000000004 5.5000000000000009 0.38548951048951058 0.28062500000000007 3.5000000000000004 0.5270467836257311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 8 4 36 18 13 12 11 10 -10 16 -8 -7 -1 -16 17 -3 34 20 21 22 -20 -24 -23 -21 -26 30 29 -29 -9 38 -33 -34 35 40 -2 42 39 -17 -6 -30 -38 45 47 46 -44 -45 -49 -4
right_child=3 2 49 -5 5 6 7 27 9 -11 -12 -13 -14 -15 15 31 -18 -19 19 25 -22 24 23 -25 26 -27 -28 28 41 -31 -32 32 33 -35 -36 -37 37 -39 -40 -41 -42 -43 43 44 -46 -47 -48 48 -50 -51
leaf_value=-1.3900676427575566e-06 -0.00034522589083055949 -8.3302081397777837e-05 -0.00033269854048055574 1.6022866024933452e-06 0.00091314413336847247 0.00017363633444238943 0.00023509812554738555 0.00020594531004982337 6.6952297503084009e-05 0.00033724157177838148 -0.00035479816458464488 -0.00042509605215551956 -0.00077892930465609292 0.00090412245530964495 0.00031701495773693404 -0.00022661764062124553 -0.00022001657576927768 9.595377164567082e-06 -0.0012431473903985614 0.00016702042654111621 -0.00055724545380750595 0.00037022310416055739 0.00036763148388126865 -0.00041623132407645857 -0.00048402944913091646 0.0012381392032174128 0.00036025012549847213 0.0016292422376379062 -0.00038033649573292308 0.00034107004976249302 -0.00061186178510101382 -1.9361182013677682e-05 -0.00090104483249710829 -0.00014868960689267308 0.00061620208859519178 -0.0002795371948212216 1.4102053919669255e-05 0.00090310720901470637 3.2735781549214083e-05 0.00025736943530315666 -3.06055280941956e-05 0.00039309016651254189 0.00019059127843491132 -8.9323190205942846e-05 -0.00083215478864856007 8.1016778590911034e-05 0.00099916577030671771 0.00060459502237790734 5.4424341268949561e-05 7.4106395684114216e-05
leaf_weight=177094 89 2457 404 81187 27 42 26 287 146 93 500 102 33 82 281 72 382 5136 23 31 90 169 50 72 55 21 30 30 27 28 29 344 41 63 74 55 6061 25 2131 516 29 89 197 270 28 212 75 73 162 91
leaf_count=177094 89 2457 404 81187 27 42 26 287 146 93 500 102 33 82 281 72 382 5136 23 31 90 169 50 72 55 21 30 30 27 28 29 344 41 63 74 55 6061 25 2131 516 29 89 197 270 28 212 75 73 162 91
internal_value=0 -3.00517e-06 -5.87181e-05 6.35501e-06 5.12694e-05 0.000162928 0.000276886 0.000191099 -4.75338e-05 -0.000184385 -0.00025948 -3.50127e-05 -0.00033207 0.0006567 -1.31913e-07 6.44886e-05 -3.00235e-05 -2.04651e-05 5.72897e-05 -2.29194e-05 -8.91165e-05 1.64765e-05 -0.0002771 -9.49761e-05 0.000184069 0.000599588 -0.000186048 0.000254093 0.000477834 0.00100737 0.000130893 4.20826e-05 -0.000118238 -0.000445291 0.000291847 7.56107e-05 2.95494e-05 3.42453e-05 6.8498e-05 0.000198106 0.000424417 0.000213068 3.11764e-05 0.000132934 1.03838e-05 0.000267891 0.000413544 5.70988e-05 0.000225328 -0.000257912
internal_weight=0 189853 9311 89778 8591 1399 673 549 8816 739 646 8077 59 124 180542 3448 7975 7593 726 541 489 399 145 122 254 52 85 490 174 58 316 3167 448 104 185 111 7192 7103 2719 588 56 116 7078 1017 533 484 272 505 235 495
internal_count=279631 189853 9311 89778 8591 1399 673 549 8816 739 646 8077 59 124 180542 3448 7975 7593 726 541 489 399 145 122 254 52 85 490 174 58 316 3167 448 104 185 111 7192 7103 2719 588 56 116 7078 1017 533 484 272 505 235 495
is_linear=0
shrinkage=0.05


Tree=469
num_leaves=51
num_cat=0
split_feature=2 13 10 3 0 10 6 3 13 0 10 10 7 13 6 0 0 1 1 7 14 1 8 13 8 7 0 0 3 4 14 14 1 5 7 3 0 13 9 0 5 14 7 7 8 5 0 14 0 8
split_gain=0.00211139 0.0071954 0.0123004 0.0102259 0.0112525 0.0139077 0.0123232 0.0114148 0.00994034 0.0239509 0.0095606 0.00913539 0.0135571 0.0142339 0.0131023 0.010334 0.0117479 0.00854912 0.0156212 0.0103043 0.0110306 0.00877569 0.00832942 0.0204452 0.0156454 0.011139 0.00995389 0.0175345 0.00937505 0.0114357 0.00823839 0.014353 0.00939384 0.0124917 0.00893439 0.0117434 0.0108441 0.00825138 0.00817052 0.0137699 0.00870533 0.0131247 0.00857352 0.0102754 0.00817037 0.00816485 0.00814936 0.00778271 0.00773761 0.00750633
threshold=2.5000000000000004 0.46291208791208799 0.036375661375661381 35.500000000000007 513.92607644211887 0.6198686371100165 1.0000000180025095e-35 13.500000000000002 0.56330128205128216 1061.8284994139024 0.077935222672064791 0.94201680672268917 6.5000000000000009 0.76568627450980398 3.5000000000000004 789.71738991915538 858.45016876509555 2648.2431066574563 2588.1722553952563 1.5000000000000002 0.22792207792207794 1625.8069352355453 3.5000000000000004 0.85092592592592597 5.5000000000000009 4.5000000000000009 821.95600019910705 726.03325916382551 23.500000000000004 6.5000000000000009 0.087595907928388769 0.23166368515205729 2606.2997478250472 6.5000000000000009 4.5000000000000009 23.500000000000004 755.3515593304021 0.62731481481481499 2.5000000000000004 476.23565573595209 1.5000000000000002 0.23606811145510839 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 786.89210308344707 0.053342816500711245 752.62734794289941 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 38 4 5 6 -4 -7 9 -5 17 -12 13 30 22 -16 -17 18 21 20 -19 -6 25 -24 26 28 27 -25 29 -15 32 34 37 -34 35 36 -32 -13 39 -3 -41 47 -43 46 -21 -38 -44 -42 -14 -33
right_child=1 2 3 8 10 7 -8 -9 -10 -11 11 12 48 14 15 16 -18 19 -20 44 -22 -23 23 24 -26 -27 -28 -29 -30 -31 31 49 33 -35 -36 -37 45 -39 -40 40 41 42 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=3.6478357232080899e-06 1.649557662970989e-06 -0.00036133524257324595 -4.3261462435845948e-05 -0.00022110669768505523 -0.00051854573015676928 -0.00015786543406955597 0.00010641207038036626 0.00020649903298459042 9.4172010758803373e-05 0.0016873749353856383 -4.3366938897448061e-05 0.00097027873620390891 -0.0002657603416794344 -0.00021779148846495534 0.00010343392256318646 -0.0016331599000841378 -0.00040493581688100353 -0.001660169163457767 0.00090606362654772768 0.00062496446720931853 -0.00039459708034175696 -0.00012776910356766604 0.0019362392972107048 0.0011477099964395166 -0.00070612010154449815 0.0010773653037507425 0.0013892375434247347 -0.00092092837090604015 -0.00091179363088515178 0.00046817017602532166 -0.00048019689966501551 -0.00011848536486776612 -0.00090980811722017423 0.00058373198213909443 -0.0015356438216538384 -0.00016566637100005909 -0.00052451916832338885 -0.00013175945584380041 0.00010530071693938228 -0.00017382295323567018 0.00051719719419700348 -3.6007856510372625e-05 0.0005890725128071707 0.00018640258147974641 -0.00046520265609347817 -0.0015830591291757759 0.0016158028131188905 -0.00019298721163997805 0.0008423577531939373 -0.00077947027065401557
leaf_weight=164013 88983 275 2384 31 166 1703 3250 246 228 35 11718 35 23 187 68 25 88 33 34 23 36 1068 20 21 33 22 26 20 31 90 109 348 42 21 26 113 27 33 2600 358 44 135 121 180 68 56 23 313 50 49
leaf_count=164013 88983 275 2384 31 166 1703 3250 246 228 35 11718 35 23 187 68 25 88 33 34 23 36 1068 20 21 33 22 26 20 31 90 109 348 42 21 26 113 27 33 2600 358 44 135 121 180 68 56 23 313 50 49
internal_value=0 -5.17473e-06 -2.79735e-05 -4.23601e-05 -4.62238e-05 3.25172e-06 4.30784e-05 -0.000111876 0.000250595 0.000790967 -7.17301e-05 -5.8512e-05 -0.000172056 -0.000204651 -2.43403e-05 -0.00038359 -0.000676667 -0.000194664 -0.000151206 -0.000539067 -0.000999871 -0.000180337 0.000120158 0.000476886 0.000185016 -9.56139e-06 0.000623933 0.000138618 -8.7199e-05 5.08414e-06 -0.000337102 -0.000402787 2.79246e-05 -0.000411961 -0.000645927 -0.000570082 -0.000808098 0.000435466 5.22772e-05 -4.28651e-05 3.1734e-05 0.000121917 0.000298764 0.000438252 -0.000189666 -0.00123871 0.000753064 -0.000105457 0.000493225 -0.000200068
internal_weight=0 115618 26635 22586 22292 7583 5634 1949 294 66 14709 13281 1563 1490 631 181 113 1428 1268 160 69 1234 450 120 100 330 67 41 308 277 859 728 131 63 331 305 192 68 4049 1449 1174 816 459 324 91 83 144 357 73 397
internal_count=279631 115618 26635 22586 22292 7583 5634 1949 294 66 14709 13281 1563 1490 631 181 113 1428 1268 160 69 1234 450 120 100 330 67 41 308 277 859 728 131 63 331 305 192 68 4049 1449 1174 816 459 324 91 83 144 357 73 397
is_linear=0
shrinkage=0.05


Tree=470
num_leaves=51
num_cat=0
split_feature=3 1 1 7 5 6 0 0 3 13 10 0 0 10 10 6 10 9 13 13 10 1 10 4 7 14 4 9 6 10 0 10 0 6 14 12 6 4 0 6 8 10 6 3 13 14 3 0 6 5
split_gain=0.0021931 0.0134354 0.0089867 0.00819832 0.00812449 0.00843352 0.00975003 0.0068711 0.00705497 0.00663821 0.00843516 0.0124368 0.00833572 0.00930055 0.00891045 0.00892129 0.0157151 0.00787856 0.00748026 0.00653492 0.00765748 0.00648631 0.00832247 0.00844579 0.00657932 0.00652764 0.0062444 0.00679344 0.0144749 0.0160464 0.00774773 0.00655297 0.00612562 0.00606263 0.006094 0.00593902 0.00563294 0.00599822 0.0077348 0.00830913 0.00744681 0.00559467 0.00549779 0.00617212 0.0054425 0.00664794 0.00542208 0.00769185 0.00629363 0.00787337
threshold=15.500000000000002 1744.8375241711753 1848.9026265255354 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 895.46853471908219 957.12540010465557 14.500000000000002 0.24695121951219515 0.05634920634920635 547.80228560409705 726.03325916382551 0.83558558558558571 0.78647416413373872 1.0000000180025095e-35 0.58434959349593507 2.5000000000000004 0.6198686371100165 0.30860805860805868 0.30860805860805868 1744.8375241711753 0.58434959349593507 3.5000000000000004 1.5000000000000002 0.18634259259259262 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.76253132832080206 899.47091450355208 0.55718954248366026 615.8082962219371 1.0000000180025095e-35 0.55718954248366026 2.5000000000000004 5.5000000000000009 3.5000000000000004 586.28815522224716 2.5000000000000004 1.5000000000000002 0.70135135135135152 1.5000000000000002 16.500000000000004 0.79772727272727284 0.66260162601626027 17.500000000000004 1007.5118299007487 1.5000000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 7 44 -7 8 -3 26 11 -11 18 14 15 16 17 19 -12 -14 -21 -17 -23 25 -25 -24 -2 30 31 35 -28 -29 -5 -16 -35 -30 37 -20 39 41 -40 -39 -42 -44 45 -6 47 48 49 -4
right_child=2 3 46 32 5 6 -8 -9 -10 10 12 -13 13 -15 33 21 -18 -19 36 20 -22 22 23 24 -26 -27 27 28 29 -31 -32 -33 -34 34 -36 -37 -38 38 40 -41 42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-3.3596510426852806e-07 5.6438906681287847e-05 -0.00010794318515750325 1.7021587437092549e-05 -8.1203992840917053e-05 -9.2321836692214291e-05 -0.00026309754647877852 -0.00095697206796161957 -0.00031377508247349518 3.773851819341551e-06 0.0008547403214712783 -0.00014388813202404185 0.00010850152609838634 -0.00042288751184316474 -1.6946502207051857e-05 5.5438000455741646e-05 0.00015659836548927224 0.00066401005503862647 0.00048377143184188758 -0.00014234182319971576 -0.00019525154767939431 0.00034143904959408196 1.583502565054573e-05 -0.0002556029760550397 0.0001130465636289259 -0.00067740676270496361 -0.001339337874599027 0.00019590042334503567 -0.00015284759195431007 0.00063028561754028623 0.0017864863921810564 -0.00020571556093413026 0.00036613157570476084 -0.00043819815822688352 0.00039209226620945023 0.0012396278745176173 0.00015610113651738167 0.00069383158251487965 2.3204021882286141e-05 -0.00022672642460999811 0.00083682544466752841 1.1579999514143471e-05 0.00048483832591085486 -9.6687853947514675e-05 0.0010043934188018154 -0.00065060989970030896 0.00051674167768155435 4.8377033623475236e-06 -0.00013054379105858179 -7.5677346513043954e-05 -9.8519889036436764e-05
leaf_weight=149424 5762 1933 10782 234 523 276 62 214 5255 60 1606 804 78 3249 46 457 165 100 468 122 146 512 24 81 39 33 353 166 163 24 182 96 247 48 38 111 30 229 267 52 136 92 20 35 39 49 88121 1589 3381 1708
leaf_count=149424 5762 1933 10782 234 523 276 62 214 5255 60 1606 804 78 3249 46 457 165 100 468 122 146 512 24 81 39 33 353 166 163 24 182 96 247 48 38 111 30 229 267 52 136 92 20 35 39 49 88121 1589 3381 1708
internal_value=0 -3.87785e-06 5.05618e-06 -6.38012e-05 -5.22399e-05 -0.000189974 -0.000390376 -3.45813e-05 -2.62691e-05 4.02327e-05 1.1839e-05 0.000160324 -4.05229e-06 3.43477e-05 0.000122572 9.28066e-05 0.000247108 9.28729e-05 -7.12752e-05 -2.01035e-05 9.71247e-05 1.05395e-05 -8.63384e-05 -0.000381891 -0.000143851 -0.000883028 7.72392e-05 0.000186692 0.00030842 0.000546777 5.92759e-05 3.73127e-05 -0.000264525 0.000518761 0.000766585 0.000438189 1.64723e-05 8.28895e-07 8.14593e-05 0.000250493 -5.62032e-05 0.00015551 0.000182172 0.000604 -7.91125e-05 -4.01468e-05 -2.05919e-07 -2.56612e-05 -1.51604e-05 1.22136e-06
internal_weight=0 158256 121375 8832 8351 949 338 7402 7188 15794 8937 864 8073 5138 1889 1757 611 446 2935 346 268 1146 689 177 120 57 6857 1095 560 298 535 262 481 132 86 274 1329 1299 831 373 458 321 191 55 611 572 105581 17460 15871 12490
internal_count=279631 158256 121375 8832 8351 949 338 7402 7188 15794 8937 864 8073 5138 1889 1757 611 446 2935 346 268 1146 689 177 120 57 6857 1095 560 298 535 262 481 132 86 274 1329 1299 831 373 458 321 191 55 611 572 105581 17460 15871 12490
is_linear=0
shrinkage=0.05


Tree=471
num_leaves=51
num_cat=0
split_feature=7 3 1 5 1 5 14 10 1 0 10 12 14 4 4 1 1 8 4 0 1 14 3 0 12 13 0 1 1 8 10 10 0 14 13 14 4 10 14 8 6 10 5 1 12 0 10 0 14 10
split_gain=0.00226133 0.00343278 0.00895099 0.00854565 0.00694194 0.00506874 0.0114947 0.0117397 0.00947649 0.0144059 0.0100018 0.00931307 0.00869898 0.0107733 0.00864335 0.00853748 0.0111949 0.00998254 0.0098614 0.0113727 0.0103793 0.0126975 0.0115096 0.00959902 0.0151188 0.00849091 0.00993508 0.00827377 0.00785448 0.0076391 0.0129154 0.0133434 0.0132508 0.0200344 0.0174791 0.0108675 0.0144128 0.0142727 0.0142749 0.0180975 0.0120931 0.0183792 0.0173841 0.0112669 0.0134977 0.0107715 0.00994962 0.0109917 0.0093611 0.0119202
threshold=1.0000000180025095e-35 16.500000000000004 1925.0712920527774 1.5000000000000002 2027.995243810725 4.5000000000000009 0.73798627002288331 0.95293466223698797 2080.9167792779376 716.99365021246228 0.30151515151515157 9.5000000000000018 0.56330128205128216 4.5000000000000009 4.5000000000000009 2167.1135450300667 2157.1361945500553 3.5000000000000004 4.5000000000000009 1027.0057469844974 2452.3200893468074 0.41801075268817212 22.500000000000004 1070.0586822807675 3.5000000000000004 0.26138716356107666 1061.8284994139024 2692.3630167879473 2469.2009762718558 2.5000000000000004 0.036375661375661381 0.47434210526315795 887.94124131670708 0.1012820512820513 0.11834733893557424 0.19139194139194141 9.5000000000000018 0.42705167173252284 0.04210992907801419 3.5000000000000004 2.5000000000000004 0.70659971305595415 5.5000000000000009 3364.5296915318181 4.5000000000000009 989.51400485044212 0.2022727272727273 838.67050112781965 0.34698996655518399 0.47434210526315795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 8 -8 10 28 12 15 -14 -11 16 17 25 20 29 21 -17 -22 24 -21 -7 -27 -15 -10 30 -20 32 -32 -34 -35 37 43 38 39 -31 41 -39 -43 48 -45 46 -40 -48 -37 -50
right_child=-2 4 3 -5 5 11 7 -9 9 14 -12 -13 13 27 -16 18 -18 -19 19 23 22 -23 -24 -25 -26 26 -28 -29 -30 35 31 -33 33 34 -36 36 -38 40 45 -41 -42 42 -44 44 -46 -47 47 -49 49 -51
leaf_value=3.0594475620346244e-06 -4.0261867042398346e-06 7.5296580472547774e-05 -2.5984917536013131e-05 -0.00022229905549857231 3.0791910088636644e-05 -0.00049624541482062932 -0.00059272527962873163 -0.0012467039888724685 0.00098168521969525433 -0.00077802404812246098 -0.00018999089970748174 0.00076920894175095279 -0.00014590282706604469 0.00034951065418622654 -0.00011526418769520846 0.0003789338017717869 -0.00092620000656131862 0.00011791665588758655 -0.00084209384977440821 -0.00035014402208616963 -0.00070251373622487608 -0.00032946122625920302 3.7254920777735809e-05 -4.3295337615417959e-06 0.00082221826358528987 -0.00019142294672507747 0.00090325033913056052 -6.1787349214666986e-05 -6.1168082873336971e-05 -0.0012854597837788115 -0.00017061996803338034 -0.00042549030336484897 -0.00063589008663816806 0.0019790549219275517 0.00031521330996551306 -0.00043011236508709057 0.00098322089584341847 -0.00050808921551277622 0.00029239389137161509 0.0002643960202476592 -0.00078534312897186355 0.0016095922512856004 9.3292031105898145e-05 -0.00029162677601561881 -0.0020193602400831881 -0.0004916979256086052 0.00043226058551226743 0.001512767857842169 -0.0002823589605567861 0.00047527028389510618
leaf_weight=94645 155195 4796 1608 846 16336 248 98 25 65 58 50 36 284 417 324 404 53 204 89 40 62 75 346 988 88 152 24 173 25 31 242 331 26 27 38 252 23 103 186 48 69 24 89 26 20 30 52 43 131 86
leaf_count=94645 155195 4796 1608 846 16336 248 98 25 65 58 50 36 284 417 324 404 53 204 89 40 62 75 346 988 88 152 24 173 25 31 242 331 26 27 38 252 23 103 186 48 69 24 89 26 20 30 52 43 131 86
internal_value=0 5.02141e-06 6.14967e-07 -9.36629e-05 2.06728e-05 9.05057e-06 2.26177e-05 -0.000184411 -0.000141576 -5.68778e-05 0.000377006 -3.23854e-05 -3.76094e-05 0.000107117 -0.000215893 -6.48117e-05 -0.000228371 -0.000169478 -3.67483e-05 -7.90292e-05 0.000110162 0.000268016 -7.51609e-05 4.84515e-05 0.000455855 -0.000307753 -4.21493e-05 0.00022891 0.000692004 -0.000151394 -0.000276486 -0.000200675 2.2791e-05 0.000537137 0.00100635 -7.37391e-05 -0.000241375 5.98726e-05 0.000256417 -0.000343775 -0.000209083 -2.49999e-05 0.000415338 -0.000296065 -0.00104282 0.000408877 0.000505024 0.000921332 -0.000222823 1.78996e-05
internal_weight=0 124436 97099 2454 27337 22541 16981 645 620 522 140 5560 5524 874 382 4650 681 628 3969 3082 887 479 408 1116 128 424 176 590 90 1966 753 664 333 91 65 1213 538 675 390 79 285 216 113 515 46 311 281 95 469 217
internal_count=279631 124436 97099 2454 27337 22541 16981 645 620 522 140 5560 5524 874 382 4650 681 628 3969 3082 887 479 408 1116 128 424 176 590 90 1966 753 664 333 91 65 1213 538 675 390 79 285 216 113 515 46 311 281 95 469 217
is_linear=0
shrinkage=0.05


Tree=472
num_leaves=51
num_cat=0
split_feature=7 2 3 5 9 0 0 0 1 4 14 14 10 10 3 5 9 10 13 3 4 0 5 1 13 7 4 13 10 14 13 12 14 8 13 0 8 0 6 0 8 5 10 0 13 2 10 0 10 0
split_gain=0.00214773 0.00734348 0.00749451 0.0094808 0.00924033 0.00647098 0.00593517 0.00793012 0.0156029 0.00584094 0.0135647 0.0205115 0.010708 0.0103116 0.0118604 0.00766742 0.00754642 0.00758967 0.00950391 0.00938847 0.00790628 0.0205636 0.00767773 0.00668899 0.0059997 0.0118274 0.0150548 0.010949 0.00730888 0.0125461 0.00670345 0.011477 0.00603827 0.0117578 0.00823027 0.00548475 0.00627912 0.0109586 0.00535383 0.0159374 0.00651134 0.00675093 0.0073388 0.00531094 0.0052928 0.00751257 0.00515989 0.00509095 0.00508273 0.00589118
threshold=5.5000000000000009 3.5000000000000004 48.500000000000007 7.5000000000000009 2.5000000000000004 947.46592333298213 595.95723742643202 647.98630327695878 1791.9611273778253 5.5000000000000009 0.070598006644518277 0.1012820512820513 0.74133811230585434 0.18834459459459463 36.500000000000007 4.5000000000000009 2.5000000000000004 0.95293466223698797 0.19756097560975613 29.500000000000004 6.5000000000000009 1113.5670458188422 3.5000000000000004 3049.3733999235665 0.069366479550922219 8.5000000000000018 3.5000000000000004 0.033908045977011504 0.95742753623188415 0.22361111111111112 0.10762548262548265 5.5000000000000009 0.080540540540540564 4.5000000000000009 0.92153846153846175 1086.8692189335923 3.5000000000000004 920.13071123443217 3.5000000000000004 795.06662848518874 1.5000000000000002 6.5000000000000009 0.59761904761904772 995.44446815408207 0.41277890466531447 2.5000000000000004 0.15075757575757578 1159.2799263297591 0.87138130686517801 1027.0057469844974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 35 5 -5 -2 8 -8 24 12 -12 15 -13 16 -11 17 18 19 -15 44 22 -22 -18 25 27 -27 -9 29 -29 48 32 33 34 -32 36 43 -38 40 -40 41 42 46 -3 45 -19 -34 -14 -26 -50
right_child=1 2 -4 4 -6 -7 7 9 -10 10 11 13 47 14 -16 -17 23 20 -20 -21 21 -23 -24 -25 30 26 -28 28 -30 -31 31 -33 38 -35 -36 -37 37 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=4.0959139601434613e-07 -0.00057068147007302041 0.00022145244735417662 0.00091202934540238602 -0.00022385352623622079 -0.00057165427924305934 0.00097242454765364525 -0.00026251987304671534 -0.0004500846452634398 0.0012778651134501542 0.00055797813198296361 0.0010004881741846666 -0.00070989048919208085 -0.0018208742585210575 -0.00075926415499849012 0.0004911121098484728 -0.00080994571381736368 0.0010381627897177602 -0.00018886568113451912 -0.001027006431377231 0.00033096727129304786 0.00028352187000564301 -0.00048501311657852126 0.0015642413459718227 -0.00022382629464291748 -0.00098164423801270985 0.00022648019536642425 0.0017062722858972848 -0.00075264254313272736 0.0010503337270795154 0.00070067746370720374 -0.0001967417311913199 0.0011058593224290581 8.199431467801333e-05 0.0012564085682084704 0.00092691224766895176 -0.00041320772813350869 0.00026718554785144414 0.0016787354566622525 -0.0014995116649919914 -0.00016960668758389042 -0.00021511048296869023 0.00079198521162782403 -0.00018121395978829615 -0.000605540952113058 5.218438740552369e-05 -0.0015429054340347647 0.0011694113408793783 -0.00084128108832778208 0.0004236102267722821 -0.00077544291329104456
leaf_weight=277209 63 257 28 26 92 20 35 85 31 20 38 84 21 39 70 21 21 21 64 40 22 51 25 21 35 55 25 27 26 33 88 21 24 23 20 33 44 20 27 136 273 35 117 21 27 20 20 36 21 20
leaf_count=277209 63 257 28 26 92 20 35 85 31 20 38 84 21 39 70 21 21 21 64 40 22 51 25 21 35 55 25 27 26 33 88 21 24 23 20 33 44 20 27 136 273 35 117 21 27 20 20 36 21 20
internal_value=0 -4.68796e-05 0.000115462 7.19845e-05 -0.000282347 0.000296267 -9.35711e-05 -7.70376e-05 0.000460994 -9.73059e-05 -0.000217497 -0.000119782 -0.000758916 -0.00020408 -0.000103158 -0.000142666 -0.000221674 -0.000307147 -0.000574133 -0.000207248 -7.71534e-05 0.000210284 0.000964756 0.000407168 -2.79608e-05 0.000187114 0.000688915 -4.76463e-05 0.000350113 4.66835e-05 -9.07327e-05 -4.72698e-05 -7.90073e-05 0.000229942 1.13423e-05 0.000202378 0.000261777 0.000708295 -0.000143046 -0.000389898 -5.72529e-05 0.00016262 2.58016e-05 0.000158982 -0.000491402 -0.000849373 0.000576275 -0.00120218 -0.000539087 -0.000161294
internal_weight=0 2422 541 513 138 46 1881 1818 66 1752 641 543 98 505 421 41 351 309 143 79 166 98 47 42 1111 251 80 171 86 60 860 784 763 131 108 375 342 64 632 163 469 196 161 278 68 41 44 57 76 41
internal_count=279631 2422 541 513 138 46 1881 1818 66 1752 641 543 98 505 421 41 351 309 143 79 166 98 47 42 1111 251 80 171 86 60 860 784 763 131 108 375 342 64 632 163 469 196 161 278 68 41 44 57 76 41
is_linear=0
shrinkage=0.05


Tree=473
num_leaves=51
num_cat=0
split_feature=1 9 2 0 13 6 7 0 13 14 6 5 10 0 14 8 10 0 14 7 5 5 14 0 12 4 13 3 7 13 0 4 14 10 3 4 0 13 5 0 14 0 0 1 14 14 14 13 14 10
split_gain=0.00216023 0.0108617 0.0188706 0.0181433 0.0212909 0.0132524 0.0166371 0.0155526 0.0120532 0.0112443 0.0107032 0.00922974 0.00654634 0.0165892 0.027674 0.0124047 0.00908795 0.0131577 0.0123547 0.0116095 0.00892985 0.00790092 0.00803999 0.015997 0.0116808 0.00771137 0.00743735 0.00645979 0.0104399 0.0152227 0.00975171 0.00663234 0.00634433 0.00625902 0.00620706 0.00619404 0.013701 0.0119838 0.0116958 0.00885442 0.00860588 0.00796365 0.00660958 0.00653898 0.0133764 0.0181631 0.0166551 0.0254668 0.0192721 0.013228
threshold=4197.4883033117148 3.5000000000000004 4.5000000000000009 1070.0586822807675 0.077677224736048281 4.5000000000000009 6.5000000000000009 1078.5099592134823 0.36474501108647456 0.12060606060606062 4.5000000000000009 7.5000000000000009 0.49418604651162795 1135.086528240877 0.16064516129032261 4.5000000000000009 0.21132376395534294 1113.5670458188422 0.084219858156028379 2.5000000000000004 5.5000000000000009 3.5000000000000004 0.18065268065268067 1289.0088005912796 5.5000000000000009 11.500000000000002 0.12660256410256412 39.500000000000007 5.5000000000000009 0.14459930313588851 1046.9030864338465 6.5000000000000009 0.17752100840336138 0.97467948717948727 42.500000000000007 12.500000000000002 916.44505744395212 0.074537037037037054 3.5000000000000004 967.10338307104212 0.21807065217391305 1027.0057469844974 1222.5833773881889 3906.2051313837133 0.28730158730158734 0.30495169082125612 0.16064516129032261 0.21807065217391305 0.12632978723404256 0.084523809523809543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 5 10 -5 8 7 -7 12 -10 11 -3 15 14 -14 16 18 20 25 -19 -18 -15 23 -23 -25 -2 -26 35 29 31 -31 -29 -20 -30 -17 43 -37 38 40 -39 -38 -41 -40 -1 46 -46 48 49 -45 -48
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12 -13 13 21 -16 34 17 19 32 -21 -22 22 -24 24 26 -27 -28 28 33 30 -32 -33 -34 -35 -36 36 37 39 42 41 -42 -43 -44 44 45 -47 47 -49 -50 -51
leaf_value=2.1713462373471085e-07 0.0011970497702184896 8.974278616547889e-06 0.0013791896312613972 0.00011436693275754806 0.0020023092943509775 -0.0019322511417355958 0.00051950111228507014 -0.00053530844241371316 -8.7322569888783626e-05 0.0012705525687535203 0.00069546905027480883 -0.0011290018540291516 0.0016055397370732145 -0.0009511973948974628 -0.00048803872179835003 -8.177347773359062e-05 -0.00074216775303838139 -0.00079553759320425983 -0.0010653726598848739 0.00039952619840586258 -0.0021512067707424812 -0.0012852481195295695 0.00029328894549720684 -0.00094293448468670254 0.00059206009525376814 -0.00015949510503560305 -0.00052859528688713913 0.0007118708049149618 0.00017228847950225674 -0.00049423491946072324 0.00077167073473462776 0.0019126261050468715 -5.3800461483338183e-05 -0.00064177105801222346 0.00096845018524618356 -0.00072778201063296625 -0.0002568691328633577 0.0010415920704279257 0.0020784590393304824 -0.00073077603939905643 0.0010134075768291951 0.00014224425852821202 0.00079300353812868703 -4.7826359007091971e-05 -0.0019230647082579145 -0.00034391605553882586 0.0017283828230574727 -0.00054083767764192701 -0.00083946744122537589 0.00046763174233943106
leaf_weight=277139 22 49 20 32 28 23 32 149 30 31 31 28 38 28 27 34 23 59 31 31 22 32 94 25 57 20 20 23 83 32 29 23 31 33 24 35 30 23 20 31 24 166 20 386 21 137 25 60 96 124
leaf_count=277139 22 49 20 32 28 23 32 149 30 31 31 28 38 28 27 34 23 59 31 31 22 32 94 25 57 20 20 23 83 32 29 23 31 33 24 35 30 23 20 31 24 166 20 386 21 137 25 60 96 124
internal_value=0 -7.08749e-05 -0.000139556 0.000298284 0.000995407 -0.000173955 -0.000527347 -0.000722109 -6.77816e-05 0.000602745 -8.90071e-05 -0.000404835 -0.000133966 2.25648e-05 0.000735899 -0.000303146 -0.00046233 -0.000732947 -0.00011105 -0.000383905 -0.00143103 -0.000158555 -6.12133e-05 -0.000309894 -3.90042e-06 0.000551076 0.000300981 2.72498e-07 0.000269273 0.00062548 0.000107589 0.00131225 -0.000559587 -5.92974e-05 0.000352802 5.69781e-08 0.000210566 0.000315159 0.000787712 0.00011325 0.000307698 4.86543e-06 0.00143573 -2.07306e-07 -0.000138757 -0.000553803 -4.38556e-05 0.000328927 -0.000205498 0.000679167
internal_weight=0 1071 903 168 60 883 204 172 679 61 108 77 618 321 65 297 239 135 104 90 45 256 228 134 102 42 77 278560 223 107 61 46 62 116 58 278337 349 314 94 220 54 197 40 277988 849 158 691 209 482 149
internal_count=279631 1071 903 168 60 883 204 172 679 61 108 77 618 321 65 297 239 135 104 90 45 256 228 134 102 42 77 278560 223 107 61 46 62 116 58 278337 349 314 94 220 54 197 40 277988 849 158 691 209 482 149
is_linear=0
shrinkage=0.05


Tree=474
num_leaves=51
num_cat=0
split_feature=5 3 1 1 10 8 7 1 13 5 6 0 14 12 13 6 14 1 4 0 14 4 10 13 5 0 14 1 0 6 13 5 13 7 3 14 0 0 8 0 1 0 13 14 5 6 13 1 3 13
split_gain=0.00212846 0.00502312 0.0147212 0.00837232 0.0120554 0.0173031 0.0153992 0.0142363 0.0138117 0.033494 0.0249291 0.0130229 0.0117601 0.0117511 0.0112992 0.0119477 0.0126256 0.00940305 0.0123142 0.013892 0.0123799 0.0113664 0.0113226 0.0127169 0.00896821 0.0114638 0.0153648 0.00876862 0.00873711 0.00841084 0.0104891 0.0235354 0.014772 0.0135569 0.0234635 0.0132994 0.0129033 0.012733 0.0103585 0.00975493 0.0103019 0.00926307 0.00970142 0.00899434 0.0216106 0.00869705 0.00798954 0.0140108 0.00796309 0.0201325
threshold=2.5000000000000004 23.500000000000004 2648.2431066574563 2790.319728588885 0.27842377260981915 1.5000000000000002 4.5000000000000009 2486.2186977821766 0.33712121212121215 3.5000000000000004 3.5000000000000004 757.83164246805711 0.46049896049896061 4.5000000000000009 0.037749287749287756 1.5000000000000002 0.22792207792207794 2627.3186063900753 4.5000000000000009 872.92399865907191 0.2022727272727273 3.5000000000000004 0.22792207792207794 0.22792207792207794 5.5000000000000009 928.78428753650576 0.66260162601626027 2519.2547660210666 647.98630327695878 3.5000000000000004 0.10762548262548265 4.5000000000000009 0.28708791208791212 1.5000000000000002 25.500000000000004 0.16496598639455784 924.13557371275863 928.78428753650576 1.0000000180025095e-35 1222.5833773881889 2669.2593881982461 895.46853471908219 0.074537037037037054 0.11237373737373739 3.5000000000000004 1.5000000000000002 0.077677224736048281 2536.1172374379967 26.500000000000004 0.54006410256410264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 11 13 46 -10 -11 -6 29 14 -3 16 -16 18 19 20 21 -9 28 -24 25 26 -14 -22 -20 30 35 32 37 -33 -35 43 41 -32 -31 40 -34 42 -37 45 -45 -13 -8 -48 49 -5
right_child=1 3 -4 48 5 -7 8 17 9 10 -12 12 24 -15 15 -17 -18 -19 22 -21 27 -23 23 -25 -26 -27 -28 -29 -30 38 31 33 39 34 -36 36 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 47 -49 -50 -51
leaf_value=3.4135226398573012e-06 -9.6383241375828344e-06 -0.00064560604157370776 -0.00022220433327659511 -4.261244595040649e-05 -0.00017407683462200416 4.39994404016405e-05 2.7168699799893565e-05 -1.3065763050690294e-05 0.0021277685310148327 0.00039953703226274233 -0.0015515251773070883 0.00089803188318791265 0.0020099982485833872 -0.00075532430884144887 0.0020129634181406193 0.00027947408736747799 0.00058145710445810543 -1.0100047724123429e-05 5.750106884387591e-05 -0.0008179924253215033 -0.0010658668662654237 0.0011767571435633058 0.0012739240669179708 -0.00029096261510071724 0.00018602554907319041 0.00029525303471018561 0.00063261858333135028 9.0409228261585802e-05 -0.00060702734971129844 -0.00074825627559151216 -0.00076658524715695633 0.0010922286430806187 9.0285308739431787e-05 -0.00021792465555666818 0.0010842568731229557 0.0014450905766289939 0.00039759862431934897 0.00024939065281715656 0.0002195244968262207 -0.00036229820410988074 0.0012959229362690273 0.0018934939393940838 1.3655403163284064e-05 0.00067159834835710459 -0.0013344027362763881 -0.00015371989374498614 -0.0002508724116926372 -0.0015426947301875771 9.9694752891476985e-06 -0.00053587291920619234
leaf_weight=173433 78965 22 823 3034 120 4148 65 34 21 64 22 61 41 23 24 137 43 1540 59 38 20 49 20 37 49 40 40 91 306 39 98 84 37 88 57 29 67 45 95 34 34 39 20 29 25 29 61 32 15098 222
leaf_count=173433 78965 22 823 3034 120 4148 65 34 21 64 22 61 41 23 24 137 43 1540 59 38 20 49 20 37 49 40 40 91 306 39 98 84 37 88 57 29 67 45 95 34 34 39 20 29 25 29 61 32 15098 222
internal_value=0 -5.57466e-06 -1.18309e-05 1.33263e-05 5.5819e-05 9.6171e-05 0.000243889 -3.68932e-05 -0.00010107 0.00033757 -9.95719e-05 0.000320068 0.000374973 0.000321389 0.000430966 0.000547067 0.00109424 -7.75551e-05 -0.000236394 5.62201e-05 0.000227458 0.00068936 -0.000397263 0.00025812 0.000756706 0.000987808 0.00132981 -0.000117929 -0.00049961 0.00030366 0.000366827 0.000221286 -0.000116206 0.000586779 0.000293967 0.000599012 0.000920426 -0.000446873 -6.2143e-05 0.000334131 0.000667633 0.00131849 0.000860831 0.000253044 -0.000257106 0.000559134 -0.000398123 -0.00069537 -5.32477e-06 -7.62438e-05
internal_weight=0 106198 79788 26410 8056 5613 1465 2443 265 107 86 1200 1080 249 226 204 67 2194 654 232 194 83 422 57 170 121 81 111 365 910 776 477 248 229 145 299 155 143 134 105 71 88 49 144 54 90 158 93 18354 3256
internal_count=279631 106198 79788 26410 8056 5613 1465 2443 265 107 86 1200 1080 249 226 204 67 2194 654 232 194 83 422 57 170 121 81 111 365 910 776 477 248 229 145 299 155 143 134 105 71 88 49 144 54 90 158 93 18354 3256
is_linear=0
shrinkage=0.05


Tree=475
num_leaves=51
num_cat=0
split_feature=3 1 1 10 10 6 10 9 0 3 1 0 5 3 7 1 14 0 0 4 0 0 4 2 10 2 14 8 3 10 1 0 14 14 0 5 3 7 13 0 3 10 6 13 10 10 0 5 13 3
split_gain=0.00215935 0.0117715 0.00874995 0.00511113 0.0120446 0.0111465 0.00788992 0.00534294 0.00999876 0.00475469 0.0124908 0.00899867 0.00796126 0.00607755 0.00602008 0.00621119 0.00529672 0.00529394 0.00523402 0.00511032 0.0066875 0.00624574 0.00509383 0.00687872 0.0121899 0.00620023 0.00540842 0.0077019 0.00896131 0.00630619 0.00581403 0.00755486 0.00543266 0.00940894 0.00639628 0.0066243 0.00574711 0.00584033 0.0101087 0.00644151 0.0061257 0.00609518 0.00535622 0.00718563 0.0100441 0.00777633 0.00560385 0.00559038 0.00527985 0.00515646
threshold=10.500000000000002 1279.6256317960454 1268.6169496378952 0.21132376395534294 0.81322674418604668 1.5000000000000002 0.41277890466531447 2.5000000000000004 575.8858890459876 12.500000000000002 1425.6699877693743 698.85635485371711 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 1390.6758529546753 0.27178030303030304 658.36447093627214 1289.0088005912796 3.5000000000000004 723.83857631838703 716.99365021246228 1.5000000000000002 1.5000000000000002 0.92724867724867732 3.5000000000000004 0.63762626262626265 1.5000000000000002 22.500000000000004 0.053342816500711245 1778.8898850546445 627.98865185299212 0.18834459459459463 0.15470085470085473 891.78880821500877 4.5000000000000009 31.500000000000004 4.5000000000000009 0.22361111111111112 899.47091450355208 14.500000000000002 0.26393188854489169 4.5000000000000009 0.065942028985507259 0.86425061425061445 0.72821969696969713 570.24145417226862 2.5000000000000004 0.3623737373737374 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5 -8 -9 11 18 16 14 19 -13 -16 -4 -18 -11 21 -21 -14 25 24 -24 26 29 28 42 30 -12 -32 33 36 35 -35 37 39 -39 40 -31 -42 43 47 45 46 -45 -28 -37 -33
right_child=2 -3 9 4 5 -7 7 8 -10 10 22 12 13 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 32 31 49 -34 34 -36 48 -38 38 -40 -41 41 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-4.045022460642128e-06 -2.8035756874380226e-05 -0.00012027218498763219 3.2728608952294937e-05 3.0105798991186818e-05 5.5554359837593903e-05 -0.00010606943169103238 0.00025353048525292402 -0.00062759180751163518 0.00035365421888989797 7.9287865581541557e-05 -8.1213491198780973e-05 -2.6057229000542427e-06 -0.00048558674946737784 -0.00012386258653214615 -0.00096887862517698012 -0.00010352414925065398 -4.1450408416860286e-05 1.8402938536889357e-05 -0.00053402303352153722 -0.00043059978993066275 -0.00149430633967065 0.0005069096677091338 -0.00031487047672279722 1.6508181447685656e-06 0.0013270316717143241 0.00024674424748577826 0.00024304717667820473 -9.7680786235078751e-05 -0.00071658545930404223 -0.00018751590310441425 -0.0011795378988608718 -0.00011689677901660003 -0.00015814824245338107 0.00062253222096006618 0.0008578382713494648 -0.00080855456636408753 0.00076076172547237509 -0.001224995212597323 5.4553324353588385e-05 -0.00032874453516762095 -0.00027817353783239141 0.00022312812778082903 0.00068655951161583129 0.0005076176307325527 -0.0005500721975113266 0.0010902962606886158 -0.00023019155759679817 0.0011413522021030077 0.00028800865547964352 -0.00078156606657204175
leaf_weight=55802 2059 2267 7377 768 6454 1278 1381 50 54 5709 131 4311 51 1995 21 1650 9700 5967 35 45 22 23 20 169178 26 157 43 454 24 217 35 83 1121 37 48 23 21 29 33 156 73 358 66 44 55 23 62 29 21 45
leaf_count=55802 2059 2267 7377 768 6454 1278 1381 50 54 5709 131 4311 51 1995 21 1650 9700 5967 35 45 22 23 20 169178 26 157 43 454 24 217 35 83 1121 37 48 23 21 29 33 156 73 358 66 44 55 23 62 29 21 45
internal_value=0 -8.5825e-06 2.24938e-06 4.36923e-05 5.84833e-05 2.884e-05 0.000160215 0.000227504 -0.000118099 -1.32937e-07 3.01546e-06 -1.81528e-05 -6.34218e-05 -0.000146284 -3.38339e-05 -0.000114399 -2.20533e-06 -1.86544e-05 7.55508e-05 -0.00046353 -0.000779877 -0.000177108 6.01705e-07 1.81704e-06 0.000613161 -6.01021e-05 -7.50123e-05 3.77552e-05 0.000215466 -0.000112122 -0.000329237 -0.000528569 -8.22524e-05 1.48706e-06 0.000400476 0.000129446 -5.65395e-05 -7.63585e-05 -0.000543945 -4.03009e-05 2.91393e-05 0.000138221 0.000284936 0.000181392 1.56856e-05 0.0002569 7.60689e-05 0.000604864 -0.000285195 -0.00035057
internal_weight=0 58069 221562 12044 9985 7732 2253 1485 104 209518 178356 31162 8118 2136 5982 1671 23044 15667 5744 141 67 74 172612 169224 46 3388 3231 800 346 2431 294 163 2137 1016 129 81 887 866 62 804 648 431 322 256 184 129 106 72 44 128
internal_count=279631 58069 221562 12044 9985 7732 2253 1485 104 209518 178356 31162 8118 2136 5982 1671 23044 15667 5744 141 67 74 172612 169224 46 3388 3231 800 346 2431 294 163 2137 1016 129 81 887 866 62 804 648 431 322 256 184 129 106 72 44 128
is_linear=0
shrinkage=0.05


Tree=476
num_leaves=51
num_cat=0
split_feature=7 4 0 3 1 1 3 14 12 4 5 14 9 4 13 10 10 14 6 10 0 0 13 6 0 13 5 9 9 0 13 7 4 3 7 12 1 3 13 13 12 8 14 10 10 0 0 0 0 14
split_gain=0.00222504 0.00409581 0.00400141 0.0086717 0.00731129 0.0178361 0.0107848 0.0122851 0.00740633 0.0227026 0.00563835 0.00561728 0.0051837 0.00482371 0.00917939 0.00938505 0.0108 0.0111662 0.0134434 0.00636061 0.010596 0.0159759 0.0134571 0.0102598 0.00960416 0.00873238 0.00656764 0.0119438 0.00793999 0.00723152 0.00597587 0.0129917 0.0157695 0.0105856 0.00743556 0.0081055 0.00719394 0.0100917 0.00858078 0.00757104 0.00713868 0.00694396 0.00739524 0.00643006 0.0101654 0.0095175 0.0082634 0.0100388 0.011265 0.00803374
threshold=1.5000000000000002 16.500000000000004 1086.8692189335923 43.500000000000007 1222.6315142320243 1390.6758529546753 19.500000000000004 0.73431372549019625 3.5000000000000004 4.5000000000000009 1.5000000000000002 0.15470085470085473 3.5000000000000004 5.5000000000000009 0.65108695652173931 0.95553359683794481 0.96225071225071235 0.12060606060606062 3.5000000000000004 0.12660256410256412 821.95600019910705 703.39257318585214 0.7231800766283526 1.5000000000000002 916.44505744395212 0.79772727272727284 1.5000000000000002 2.5000000000000004 2.5000000000000004 639.985632818412 0.084219858156028379 7.5000000000000009 3.5000000000000004 36.500000000000007 3.5000000000000004 7.5000000000000009 1558.814692156295 15.500000000000002 0.11237373737373739 0.11583184257602865 9.5000000000000018 4.5000000000000009 0.45584415584415588 0.96225071225071235 0.94519519519519524 933.44303385326884 685.91664402168703 920.13071123443217 895.46853471908219 0.05634920634920635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 -4 -6 7 8 9 -7 -10 -11 -5 30 -15 19 -17 -18 -19 20 21 26 -23 -22 -25 -26 28 -28 -16 -29 31 33 -33 34 -2 41 -32 -38 -39 -40 -41 43 -43 44 46 -46 -36 48 49 -48
right_child=1 -3 4 12 5 6 -8 -9 10 11 -12 -13 -14 14 15 16 17 18 -20 -21 23 22 -24 24 25 -27 27 29 -30 -31 36 32 -34 -35 35 -37 37 38 39 40 -42 42 -44 -45 45 -47 47 -49 -50 -51
leaf_value=2.5408957342965899e-06 4.0209705699152212e-05 0.00067428781555711552 -0.00094900817970152611 0.001105303832446225 0.0010901536137264754 0.0012143427638561818 -3.2012573877715298e-05 -0.0014740830730221681 -0.00027538260514847936 0.00016847791567054248 -0.0011028221804216239 -0.00065154156961853013 9.2250635118588167e-05 3.055709943833854e-06 -0.00053457310665407933 -0.00069907769908528097 -0.0009034088344560588 0.0010649129475004393 -0.00041865574290008789 9.0303158283216103e-05 0.00019944951997351147 -0.0012430441111791878 -1.1287547082140331e-05 0.001702091369952541 0.0013374076345436543 -3.343933315661091e-05 0.0014030691566100965 -0.00012115535755583551 0.00061835359929318656 0.00084972663385355295 4.6083386698481171e-06 0.00027642961425885051 0.0018481238774256782 -0.0010309195136263348 8.0587085063472914e-05 -0.00091243622727536907 -0.00013392794332210589 -0.00015140426196017984 0.00060294698025839413 -2.100174092620785e-05 0.00090155013022013013 9.3598608509637431e-06 0.0011195582483196631 -0.00074959364229519121 0.00083452226317604072 -5.1740694333853179e-05 -0.0011617451024358162 0.00015092635128831748 -0.0012073471608911516 -0.00023532750971947387
leaf_weight=211114 6714 22 22 28 35 29 8982 23 50 31 35 64 23 17532 32 76 20 37 26 2002 69 30 85 32 21 26 36 44 28 34 12922 79 20 24 261 30 2672 1306 49 14176 21 40 24 38 54 69 25 116 37 366
leaf_count=211114 6714 22 22 28 35 29 8982 23 50 31 35 64 23 17532 32 76 20 37 26 2002 69 30 85 32 21 26 36 44 28 34 12922 79 20 24 261 30 2672 1306 49 14176 21 40 24 38 54 69 25 116 37 366
internal_value=0 -7.82899e-06 -8.04808e-06 -3.26661e-06 -3.85925e-05 -3.6427e-05 -4.07064e-05 -0.000377292 -0.000256592 -1.01605e-05 -0.000616093 -0.000383956 0.000648437 -3.8283e-06 1.60532e-05 0.000103764 -0.000268436 0.000125886 0.000452647 0.000128028 0.000300852 0.000124661 -0.000332615 0.000644899 0.00103396 0.000579067 0.000426885 0.00064974 3.45936e-06 0.00030205 -1.40789e-05 2.47691e-05 0.000593944 1.75431e-05 2.078e-05 -0.000102287 -2.39287e-05 -4.41634e-05 -2.87408e-05 -1.74957e-05 -1.96371e-05 -7.86906e-05 0.000425684 -0.000112107 -8.60028e-05 0.00033735 -0.000150689 -0.000261651 -0.00037347 -0.000294561
internal_weight=0 68517 68495 59224 9271 9249 9214 232 209 124 85 95 51 59173 20130 2598 159 83 63 2439 437 289 115 148 79 47 174 114 60 78 39043 7897 99 7798 7774 1060 31146 18224 15552 14246 14197 1030 64 966 928 123 805 544 428 391
internal_count=279631 68517 68495 59224 9271 9249 9214 232 209 124 85 95 51 59173 20130 2598 159 83 63 2439 437 289 115 148 79 47 174 114 60 78 39043 7897 99 7798 7774 1060 31146 18224 15552 14246 14197 1030 64 966 928 123 805 544 428 391
is_linear=0
shrinkage=0.05


Tree=477
num_leaves=51
num_cat=0
split_feature=3 1 1 1 14 5 0 4 7 8 0 10 9 4 14 10 9 14 13 13 0 0 8 10 1 14 12 7 8 14 6 4 0 8 14 10 0 6 14 13 14 0 6 1 13 13 10 9 13 10
split_gain=0.00216996 0.0145564 0.0080704 0.00821606 0.00814197 0.0081966 0.00655876 0.00628202 0.00650232 0.00573194 0.00538704 0.0083952 0.0131523 0.0127912 0.0122 0.00600767 0.0108267 0.0121214 0.0117031 0.0102016 0.0113045 0.00982424 0.00593497 0.00550017 0.0110897 0.0324621 0.00644394 0.0128514 0.01122 0.00960623 0.00818477 0.0120986 0.00637062 0.00807235 0.00775478 0.00801605 0.00636814 0.00983984 0.00606633 0.00785186 0.00603221 0.00545035 0.00596357 0.00537009 0.00529712 0.00866381 0.00700918 0.00571305 0.00825167 0.0105841
threshold=19.500000000000004 2217.1926524768464 1751.7923478005653 2275.0720736400158 0.037749287749287756 4.5000000000000009 570.24145417226862 8.5000000000000018 1.0000000180025095e-35 3.5000000000000004 675.32011363590209 0.34891304347826091 2.5000000000000004 4.5000000000000009 0.54653679653679665 0.045983086680761107 2.5000000000000004 0.42640692640692646 0.098780487804878067 0.29893617021276603 750.05186893448547 747.39702845930708 3.5000000000000004 0.33012820512820518 2217.1926524768464 0.13423423423423428 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.34891304347826091 1.0000000180025095e-35 4.5000000000000009 745.01798143964209 3.5000000000000004 0.27178030303030304 0.19756097560975613 714.86761375774711 1.0000000180025095e-35 0.6478537360890303 0.52086956521739147 0.31643132220795894 547.80228560409705 1.0000000180025095e-35 2186.0906012484365 0.60303030303030314 0.59175084175084181 0.95553359683794481 1.5000000000000002 0.67117117117117131 0.39339826839826847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -3 9 -9 -8 11 12 13 14 -7 16 18 22 -12 20 -20 -19 -18 24 26 -26 27 28 -17 30 31 -28 -27 34 -34 -36 38 -38 39 -29 -35 -14 -43 -39 45 46 -25 -46 -49 -50
right_child=2 6 3 -5 5 10 7 8 -10 -11 15 -13 41 -15 -16 23 17 21 19 -21 -22 -23 -24 44 25 32 29 36 -30 -31 -32 -33 33 40 35 -37 37 43 -40 -41 -42 42 -44 -45 47 -47 -48 48 49 -51
leaf_value=-6.2728158592024446e-07 -0.0007736920246812092 0.00010811790711005403 -0.00089102836272618533 5.4009439828811321e-07 8.9744936414520632e-05 -0.00037303249118849637 -0.00012189824887703556 0.00057125956334471773 -0.00017634451953479305 -0.00069618330903308977 -0.00070799545553098956 -6.1345382429161028e-05 -0.00019388901211543175 0.0019433026952108115 0.0012570594578088883 0.0011528068794766167 -0.0015602681967720857 -0.00063866866437499144 0.0013144189029630712 -0.00013917398962680791 -5.7558465238300062e-06 0.00066700897086411715 -0.00058136528862329825 -7.518525195669011e-05 0.0018798105169094703 0.00087930973002221444 0.0012514236581477303 -0.0012988839265381104 -0.00011375096164556453 0.00092084022409315888 -0.00034818350416117029 -0.00016626710104687578 -0.00090725582004750097 0.0011983398318989203 -0.0004710723581755984 0.00076425950501288762 -0.00075417612900888675 0.00022360376130793071 -6.6137848189100627e-05 -8.5531388758681718e-05 1.1031309512200888e-05 -0.00027474796536677918 0.00056659686154863955 -0.00055080739764013778 -1.0462219269081579e-05 -0.00073813869165221949 0.00028166048379011489 0.00086882461771438109 -0.00074458617299538244 0.00028509399956079231
leaf_weight=210909 33 355 23 54105 5922 22 3474 66 52 44 45 228 74 22 24 34 32 34 34 89 31 25 30 2154 33 25 27 40 36 42 64 34 31 20 29 24 44 131 35 20 23 28 85 27 522 47 147 48 29 179
leaf_count=210909 33 355 23 54105 5922 22 3474 66 52 44 45 228 74 22 24 34 32 34 34 89 31 25 30 2154 33 25 27 40 36 42 64 34 31 20 29 24 44 131 35 20 23 28 85 27 522 47 147 48 29 179
internal_value=0 -2.41736e-06 8.02538e-06 8.4241e-06 4.86926e-05 5.07374e-05 -9.70162e-05 -0.000117044 0.000241807 -0.000129081 1.03809e-06 0.000159107 0.000356217 0.000951697 0.00047745 -1.72926e-05 -0.000225449 -0.000598422 1.33433e-06 0.000208606 0.000684797 -8.54154e-05 -0.00108661 3.11865e-08 0.000124724 0.000458342 9.14426e-06 -0.000108021 0.000501434 0.000266628 4.68129e-05 0.000461235 0.000149733 6.11587e-06 -0.000279093 8.83232e-05 -0.000251664 -9.28884e-05 -0.000589272 -0.000894433 0.000563268 0.000139679 0.000358122 9.12677e-05 -2.86489e-05 -6.61148e-05 -5.23881e-05 8.4423e-05 0.0002779 0.000141533
internal_weight=0 214900 64731 64698 10593 10570 3991 3636 118 3518 4648 483 255 68 46 4165 320 121 199 154 65 59 62 3845 719 185 534 367 70 167 125 61 152 127 84 53 297 202 95 60 43 187 113 158 3126 2348 2301 778 256 208
internal_count=279631 214900 64731 64698 10593 10570 3991 3636 118 3518 4648 483 255 68 46 4165 320 121 199 154 65 59 62 3845 719 185 534 367 70 167 125 61 152 127 84 53 297 202 95 60 43 187 113 158 3126 2348 2301 778 256 208
is_linear=0
shrinkage=0.05


Tree=478
num_leaves=51
num_cat=0
split_feature=7 3 1 1 4 0 5 1 0 4 13 10 10 0 0 10 9 5 0 1 0 5 4 10 0 1 0 13 10 1 10 10 10 10 9 13 13 14 14 10 5 3 10 1 9 4 12 13 12 4
split_gain=0.00217989 0.0032711 0.00949859 0.00731613 0.00525462 0.00515099 0.00501688 0.00900347 0.00971708 0.00889034 0.00650256 0.00449939 0.0043783 0.0183835 0.00699768 0.00654986 0.0101653 0.00512269 0.0048642 0.00471631 0.00414072 0.0137025 0.0109951 0.0151353 0.00856344 0.00803342 0.00698349 0.0039924 0.00385842 0.00390188 0.00377621 0.00386569 0.00367866 0.0104924 0.0103547 0.0112804 0.0151086 0.0102777 0.00831477 0.0106036 0.00763048 0.0145068 0.00874168 0.0106897 0.0126693 0.0087001 0.0102722 0.00827559 0.00770916 0.00949351
threshold=1.0000000180025095e-35 14.500000000000002 1651.652491240254 1848.9026265255354 4.5000000000000009 535.58625115744871 2.5000000000000004 1577.7371014993744 858.45016876509555 4.5000000000000009 0.65450928381962881 0.22792207792207794 0.82807881773399028 1222.5833773881889 786.89210308344707 0.33012820512820518 2.5000000000000004 3.5000000000000004 438.20086738384214 1228.6570092455443 1027.0057469844974 1.0000000180025095e-35 3.5000000000000004 0.90550595238095244 995.44446815408207 1176.6142014445952 1124.0910823067372 0.42705167173252284 0.063508064516129045 1638.7176890786354 0.86425061425061445 0.39339826839826847 0.091966173361522213 0.16472868217054268 2.5000000000000004 1.0000000180025095e-35 0.037749287749287756 0.71714285714285719 0.89564428312159727 0.13423423423423428 2.5000000000000004 26.500000000000004 0.16843971631205676 2109.0364771460559 2.5000000000000004 3.5000000000000004 8.5000000000000018 0.12060606060606062 6.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 -3 20 9 -9 12 11 -11 14 18 15 16 19 -17 -14 -8 24 26 25 -24 -1 -23 -22 -10 -7 30 31 -30 34 37 -4 -36 -37 -34 -39 -40 41 45 43 44 -42 -35 48 -45 -47 -50
right_child=-2 2 32 -5 -6 28 7 8 27 10 -12 -13 13 -15 -16 17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31 -32 -33 33 40 35 36 -38 38 39 -41 42 -43 -44 47 -46 46 -48 -49 49 -51
leaf_value=5.8630593475141887e-06 -3.9530200375433173e-06 0.00044114191903948572 5.5461015559062207e-05 -0.00034735533772379173 0.00035329023996156887 -0.00035164225878278642 1.2807448272821835e-05 -0.00010956113014274165 -0.0010744011744021477 0.00036872506172562963 0.00026919147898025081 -3.051966004284915e-05 -0.00027374743276084476 0.00125037467546968 -0.00072743460377751041 1.8152166046691881e-05 0.00012038659759697937 0.0001671122461329315 -4.8464481062338804e-05 -0.00015311373553228088 -0.00029907160205766559 -0.0014581635103535814 0.00058316331392583947 -0.0008717686840982148 0.00095050003283650626 -0.00028359450128239891 0.00087839520043310004 -0.00027476201885966243 -2.9132094124475133e-05 0.00033495600538153671 -7.6801602743784177e-05 0.00044920997921550697 8.5035889279621392e-05 0.00014659783231287123 -0.00029782969201705509 0.001332911996069015 -4.4443352575696748e-05 0.00077155012322156628 -8.7504051236687603e-05 0.00097345023321160568 -0.00063656880110532889 0.00049062041954874242 -7.9737779015406357e-06 -0.00151929513828283 0.00069199164041920625 1.5243000149871084e-05 -0.00060781277769889975 -0.00033479260450500686 -1.7823844262987705e-05 0.00049976794701816856
leaf_weight=68078 155195 96 2981 152 274 55 634 1714 37 81 454 548 249 27 32 1578 721 910 6350 1320 20 37 39 33 24 24 34 27 83 125 327 86 2405 1509 462 20 4428 102 98 31 38 176 16299 29 34 11205 65 30 170 185
leaf_count=68078 155195 96 2981 152 274 55 634 1714 37 81 454 548 249 27 32 1578 721 910 6350 1320 20 37 39 33 24 24 34 27 83 125 327 86 2405 1509 462 20 4428 102 98 31 38 176 16299 29 34 11205 65 30 170 185
internal_value=0 4.93016e-06 1.64292e-05 -7.84979e-07 0.000165182 9.84181e-05 -1.50074e-07 -2.6666e-05 -0.000132148 -1.21319e-05 0.000124981 2.08934e-05 -2.46938e-05 -5.16379e-05 9.67216e-06 1.42407e-05 -4.00716e-05 7.26352e-05 -5.69651e-05 -9.92785e-05 5.55079e-06 -0.000229408 -0.00050213 -8.36805e-05 6.19596e-06 -0.000996038 0.000442296 -0.000737053 4.97473e-05 8.52971e-05 2.2379e-05 0.000214285 1.25651e-05 2.00261e-05 -1.80465e-05 -6.2675e-05 -3.82502e-05 0.000115634 0.000434198 0.000167454 1.15519e-05 3.96906e-05 -1.12434e-05 -0.000418055 -9.19304e-06 3.3648e-05 1.89864e-05 -0.000917006 2.25108e-05 0.000251907
internal_weight=0 124436 41313 83123 1046 772 82971 14682 1778 12904 1083 629 11821 6626 5195 5163 2675 2488 6599 1954 68289 187 133 72 68102 61 54 64 676 621 496 169 40267 32376 7891 4910 4448 2636 231 129 29740 13310 16430 131 72 13134 11625 59 11560 355
internal_count=279631 124436 41313 83123 1046 772 82971 14682 1778 12904 1083 629 11821 6626 5195 5163 2675 2488 6599 1954 68289 187 133 72 68102 61 54 64 676 621 496 169 40267 32376 7891 4910 4448 2636 231 129 29740 13310 16430 131 72 13134 11625 59 11560 355
is_linear=0
shrinkage=0.05


Tree=479
num_leaves=51
num_cat=0
split_feature=3 1 1 3 0 7 5 1 0 4 10 0 10 13 10 10 5 5 14 14 0 0 1 9 5 6 14 12 12 0 0 8 1 3 13 13 1 13 12 14 10 12 0 10 6 5 1 13 10 5
split_gain=0.00210634 0.0105271 0.0103386 0.00761266 0.00859374 0.0065598 0.00631482 0.00628346 0.00610623 0.00565478 0.00776526 0.0117126 0.00885859 0.012195 0.00923044 0.00708456 0.00719892 0.0058289 0.00672521 0.00667917 0.0139779 0.0131274 0.00867809 0.00891888 0.0057203 0.0157136 0.00651106 0.00565688 0.00784402 0.00785713 0.00731444 0.00809273 0.00731133 0.00719456 0.00646285 0.0157968 0.0168368 0.0098224 0.00939675 0.00782551 0.00883262 0.00772038 0.0075275 0.0069155 0.00666594 0.00880969 0.00834268 0.00735425 0.00645719 0.00633052
threshold=11.500000000000002 1374.6241145052952 1446.884972012386 13.500000000000002 815.90331358780702 1.0000000180025095e-35 2.5000000000000004 1594.8741267876551 721.40394354093883 2.5000000000000004 0.067816091954023008 567.96562146599206 0.18834459459459463 0.069366479550922219 0.15849282296650721 0.053342816500711245 4.5000000000000009 3.5000000000000004 0.55718954248366026 0.19399641577060936 795.06662848518874 728.36581536889219 2118.0588098971061 2.5000000000000004 3.5000000000000004 4.5000000000000009 0.23606811145510839 4.5000000000000009 3.5000000000000004 688.01059651735227 828.44638242267558 3.5000000000000004 1717.842766421496 20.500000000000004 0.065942028985507259 0.031754032258064523 1848.9026265255354 0.045983086680761107 2.5000000000000004 0.099019607843137278 0.56711711711711721 2.5000000000000004 851.91169544844706 0.913664596273292 3.5000000000000004 8.5000000000000018 2503.1236745302976 0.09449404761904763 0.94804318488529027 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 -5 -3 10 11 15 13 24 -15 -9 -17 18 -13 20 21 22 23 -19 -12 26 -26 28 29 33 31 48 -30 -14 35 -31 -37 41 43 42 -41 -38 -40 -36 46 -46 47 -45 -29 -44
right_child=2 8 3 7 -6 6 -8 9 -10 -11 12 17 27 14 -16 16 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 30 32 34 -32 -33 -34 -35 38 36 37 -39 39 40 -42 -43 49 44 45 -47 -48 -49 -50 -51
leaf_value=-2.9046733324044533e-06 3.3849358980281631e-05 -6.5112031557915971e-05 -1.6965858938887781e-06 3.9935201343578349e-05 -0.00017303044489747475 -4.8924218562238682e-05 -0.00022971352486621027 0.00027552123922278154 -0.00025861926211975643 2.1969725307730099e-06 0.00021094097544193622 -0.00033360472195679528 -0.00016708648184406822 -0.00011038181603448205 0.00037849965902581073 1.3046208625557284e-06 -0.0010491968420821996 -2.1503697765486626e-05 4.8465233438063663e-05 -0.00019909899386624338 -0.00024745189056886414 0.0013344849505687528 -0.00066659566667943222 0.0010115267159857761 0.001262418138191736 -0.00060332055270139666 0.00046882502228982051 0.0002346251963540511 5.9045006323800453e-05 -6.8389464228554671e-05 -4.3133586075077841e-05 -0.00061324063933204383 -0.00025877477067134529 0.00026881639472405581 0.00015138074978677694 0.00094089645432901417 0.0012262617453797572 -9.5133402580607006e-05 -0.00029010202604156266 7.1006401917007424e-05 -0.00039244116759776378 0.00012740400111810728 0.00021134655254539676 0.00080718852748925044 0.00028963328253218148 -0.00046808052448677308 -0.0010602403133500207 -0.00012080644196650957 0.0011343929207041151 0.00124525600738707
leaf_weight=75886 23556 3163 12548 10360 1003 6039 525 251 468 136829 195 723 1169 449 123 73 21 48 137 453 137 33 23 37 56 21 48 395 238 360 591 27 755 103 766 103 31 132 54 140 387 33 57 22 231 46 23 722 21 20
leaf_count=75886 23556 3163 12548 10360 1003 6039 525 251 468 136829 195 723 1169 449 123 73 21 48 137 453 137 33 23 37 56 21 48 395 238 360 591 27 755 103 766 103 31 132 54 140 387 33 57 22 231 46 23 722 21 20
internal_value=0 -6.88415e-06 2.73548e-06 -1.41567e-06 -3.03699e-05 -2.28831e-05 -6.33841e-05 2.30719e-06 -9.00532e-05 -3.61341e-07 -3.81884e-05 -0.000127237 -1.46303e-05 0.000133023 -5.25521e-06 0.000136864 -0.000233382 -0.000184506 -0.00027274 -8.07006e-05 0.000112229 0.000461706 0.000195024 0.000428168 0.000380196 0.000644234 0.000896144 -3.51263e-05 -5.56697e-05 -2.70173e-05 7.20017e-05 0.000225602 -0.0001826 -0.000131789 1.56019e-05 0.000154709 0.000423322 0.000151331 -2.15421e-05 -0.000183355 -0.000269324 0.000659663 0.000162491 3.72827e-05 -4.6433e-05 0.000163804 -0.000122359 -9.33657e-05 0.000280046 0.000479894
internal_weight=0 79517 200114 176558 20115 19112 6564 156443 3631 146083 9254 1936 7318 892 572 345 94 1591 860 731 278 141 108 85 320 125 104 6426 5392 4399 1034 443 993 1272 3127 659 299 196 2468 658 527 64 131 1810 1044 277 767 744 416 77
internal_count=279631 79517 200114 176558 20115 19112 6564 156443 3631 146083 9254 1936 7318 892 572 345 94 1591 860 731 278 141 108 85 320 125 104 6426 5392 4399 1034 443 993 1272 3127 659 299 196 2468 658 527 64 131 1810 1044 277 767 744 416 77
is_linear=0
shrinkage=0.05


Tree=480
num_leaves=51
num_cat=0
split_feature=7 12 13 0 13 0 3 1 10 14 12 10 14 6 14 8 5 7 1 4 12 7 13 0 10 10 10 10 8 8 10 13 4 10 4 6 7 0 0 10 8 5 0 0 0 9 5 10 10 12
split_gain=0.00214295 0.00383827 0.0150692 0.0118569 0.00484011 0.0056795 0.00431368 0.0111515 0.0116282 0.0134392 0.0185556 0.00973772 0.0100684 0.00886827 0.00953299 0.0076791 0.00800065 0.00757492 0.00734366 0.0108645 0.0129952 0.0112342 0.0181503 0.0128771 0.0135211 0.017416 0.0130399 0.0122294 0.010422 0.0104215 0.0103159 0.0134651 0.0120122 0.0100553 0.010001 0.0099522 0.0111654 0.00994025 0.0189886 0.0266983 0.0115009 0.0115247 0.00911645 0.00855421 0.0084822 0.00840913 0.00801306 0.0117261 0.0108101 0.0124725
threshold=1.5000000000000002 10.500000000000002 0.080540540540540564 1159.2799263297591 0.04210992907801419 1146.5960345662522 33.500000000000007 3616.7164640063575 0.33012820512820518 0.3623737373737374 4.5000000000000009 0.36899313501144165 0.12060606060606062 1.5000000000000002 0.087595907928388769 5.5000000000000009 12.500000000000002 13.500000000000002 3906.2051313837133 6.5000000000000009 5.5000000000000009 3.5000000000000004 0.41277890466531447 952.21519948873902 0.13714733542319751 0.35805860805860812 0.76253132832080206 0.97100840336134464 3.5000000000000004 1.0000000180025095e-35 0.10582306830907055 0.16472868217054268 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 2.5000000000000004 3.5000000000000004 1146.5960345662522 903.47680643148226 0.17445652173913045 5.5000000000000009 7.5000000000000009 961.9848145785071 972.47622060718538 942.80558483579864 2.5000000000000004 3.5000000000000004 0.091966173361522213 0.22792207792207794 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 7 15 9 10 -9 -10 -13 -12 -15 16 17 -2 19 35 21 22 23 30 -25 28 -27 -28 -26 -22 -21 32 -32 -23 -20 36 -8 38 40 42 41 -37 -40 -31 -41 -43 -36 -48 49 -49
right_child=1 2 3 -5 -6 -7 18 8 11 -11 13 12 -14 14 -16 -17 -18 -19 34 20 29 33 -24 24 25 26 27 -29 -30 43 31 -33 -34 -35 46 37 -38 -39 39 44 -42 45 -44 -45 -46 -47 47 48 -50 -51
leaf_value=2.4935820338871472e-06 -5.054330368760844e-06 5.5031332400782655e-05 0.00080230044795160478 -0.00051873111374804693 -0.0013736012016559709 -0.0010217992453835905 0.0010794843659419307 -0.00095302422323584324 -0.001462083454576454 0.0010190072173897463 0.00069409648738497792 0.00040452585646042806 -0.00067304775237365293 -0.00076436763755171689 0.00033634159938498802 -0.00013100451248193712 -0.00056914220035578765 -0.00085866798830326076 0.00014296977473494377 0.00098838917973979911 0.00079556063174095475 0.0011382874324529742 -0.00017527443501544565 5.9475378613128807e-05 0.0026861824046742794 0.0001792316836223978 0.0021873032555247292 0.00057386697026231561 0.0012412784352468758 0.00015181570237062612 0.00027087136870250104 0.00066647815478254905 -0.0014045963768654949 8.3829544489092851e-05 -0.00044054698418014536 0.00075132464684726915 6.83500224016648e-05 0.00012688021871464875 -0.0023247378831729292 -0.0010053069116042245 0.0010988275387649926 0.00024764615489402791 -0.00091160758803155101 -0.00040615455265013869 -9.5030135605811034e-05 -0.0010759483502867321 0.00051491392438912978 3.5956208825987467e-05 -2.6698110893933035e-05 -0.00091733162876264001
leaf_weight=211114 63500 24 41 29 23 25 36 56 28 26 46 28 96 37 42 1252 63 26 517 37 32 24 74 33 24 46 23 24 26 124 20 38 23 390 171 26 113 191 25 33 27 20 21 154 114 30 79 59 539 82
leaf_count=211114 63500 24 41 29 23 25 36 56 28 26 46 28 96 37 42 1252 63 26 517 37 32 24 74 33 24 46 23 24 26 124 20 38 23 390 171 26 113 191 25 33 27 20 21 154 114 30 79 59 539 82
internal_value=0 -7.6832e-06 -0.000267366 0.000255016 -0.000775237 -0.000494372 -7.1439e-06 -9.91526e-06 -0.000287817 -4.39709e-05 -0.000196664 -0.000619896 -0.000429725 0.000142185 -0.00017918 -8.37663e-06 -5.96222e-06 -5.4037e-06 4.97672e-05 0.000119352 0.000215032 0.000323632 0.000524641 0.00070081 0.00097176 0.00118229 0.000777693 0.00136342 0.00193483 -5.89184e-05 0.00029668 -1.92854e-05 -0.000625309 0.000144958 -3.3331e-05 -4.49283e-05 0.000312651 -0.000154331 -0.000335789 -0.000628346 0.000212401 -0.000102514 -0.00167961 -0.000157276 -0.000299378 -0.000546511 -0.000131339 -6.16757e-05 -0.000128662 -0.000518438
internal_weight=0 68517 142 70 72 49 68375 65200 359 207 181 152 124 125 79 64841 63589 63526 3175 1728 1092 782 368 294 176 143 93 47 50 310 118 81 43 414 1447 636 149 487 296 193 103 76 46 278 147 50 930 759 680 141
internal_count=279631 68517 142 70 72 49 68375 65200 359 207 181 152 124 125 79 64841 63589 63526 3175 1728 1092 782 368 294 176 143 93 47 50 310 118 81 43 414 1447 636 149 487 296 193 103 76 46 278 147 50 930 759 680 141
is_linear=0
shrinkage=0.05


Tree=481
num_leaves=51
num_cat=0
split_feature=3 1 1 13 10 0 0 10 10 6 10 9 7 14 13 13 10 0 10 4 7 14 6 4 9 6 10 0 10 6 4 1 12 10 8 14 6 8 10 10 5 8 10 6 10 3 6 14 14 9
split_gain=0.00208776 0.0126173 0.00825616 0.00585494 0.00771835 0.0111174 0.00749087 0.00845401 0.008578 0.00812678 0.0141548 0.00710875 0.00676301 0.00670708 0.00666677 0.00589309 0.00638862 0.00586737 0.00749921 0.0076441 0.00590987 0.00583461 0.00563622 0.00562296 0.00611482 0.0130577 0.0144932 0.00700237 0.0059261 0.00553297 0.00540287 0.00683424 0.00536929 0.00524414 0.00642144 0.00619635 0.00967894 0.00523684 0.00545444 0.00692191 0.00563292 0.00516596 0.00548499 0.00691054 0.00986279 0.00540781 0.00674681 0.00513566 0.00512395 0.00508165
threshold=15.500000000000002 1834.9472229483665 1848.9026265255354 0.24695121951219515 0.05634920634920635 584.2493409029554 719.33492945964201 0.83558558558558571 0.78647416413373872 1.0000000180025095e-35 0.58434959349593507 2.5000000000000004 2.5000000000000004 0.05634920634920635 0.60990338164251223 0.27718676122931446 0.30860805860805868 872.92399865907191 0.58434959349593507 3.5000000000000004 1.5000000000000002 0.18634259259259262 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 0.76253132832080206 899.47091450355208 0.55718954248366026 5.5000000000000009 3.5000000000000004 1751.7923478005653 2.5000000000000004 0.17445652173913045 2.5000000000000004 0.43050193050193059 1.5000000000000002 2.5000000000000004 0.17445652173913045 0.41042780748663105 2.5000000000000004 1.5000000000000002 0.81934731934731941 2.5000000000000004 0.35067567567567576 16.500000000000004 1.5000000000000002 0.62331081081081086 0.18634259259259262 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 23 5 12 13 8 9 10 11 15 48 -6 33 -8 -17 -11 -19 21 -21 -20 -10 -2 27 28 32 -25 -26 30 37 -32 -27 34 35 36 -15 38 -16 40 -40 42 43 -33 -45 -43 -47 -24 -5 -37
right_child=2 -3 -4 4 6 -7 7 -9 22 17 -12 -13 -14 14 29 16 -18 18 19 20 -22 -23 47 24 25 26 -28 -29 -30 -31 31 41 -34 -35 -36 49 -38 -39 39 -41 -42 45 -44 44 -46 46 -48 -49 -50 -51
leaf_value=-1.9725380526764186e-06 5.3666268712374716e-05 -0.00011384083899637626 -1.1043670617519403e-07 9.0441641077632084e-05 0.00071731140487827369 5.5264757504097241e-05 -0.00042475670877176761 -1.573764136661949e-05 5.4282558013927999e-05 0.000149186665459144 0.00063070706969566275 0.00045997616142267364 -1.1183884970915433e-05 -0.00024445941051572703 0.00041743431293236264 -0.00017779626813680806 0.00030619680890716462 1.4116574648106726e-05 -0.00024662510356089721 0.00010688827823298512 -0.00064227184958350015 -0.0012712168688956424 0.00041942766043715759 0.00018627008615166679 -0.00014557374289839812 0.0005985957012892818 0.0016973307492056241 -0.00019553919577607146 0.00034795832107192837 0.00066872768708685002 0.00024197598792136902 -0.00019359217881531786 0.00014772882901639722 -0.00010295405236879167 -0.00085742015735013402 -0.0010429833315838016 0.00078536331310370482 -0.00040787079041053152 -0.0011132245659138318 2.9599538549856456e-05 -0.00021380258916238112 -0.0001511029953982724 -0.00056348356297854078 -0.00025141841673757885 0.0013188358422485181 0.00011453650665246712 0.00095009579601797406 0.0011963125437937884 0.00080444062343583672 -0.00022500090635730886
leaf_weight=155694 5762 2562 105581 32 27 663 71 3256 46 453 165 100 52 107 55 125 150 516 24 81 39 33 52 353 166 163 24 182 96 31 338 178 111 1318 50 34 29 134 27 194 49 87 72 20 20 78 35 36 117 43
leaf_count=155694 5762 2562 105581 32 27 663 71 3256 46 453 165 100 52 107 55 125 150 516 24 81 39 33 52 353 166 163 24 182 96 31 338 178 111 1318 50 34 29 134 27 194 49 87 72 20 20 78 35 36 117 43
internal_value=0 -3.78357e-06 4.93324e-06 3.86496e-05 1.19837e-05 0.000154019 -3.2174e-06 3.3097e-05 0.000117182 8.77732e-05 0.000235043 8.86656e-05 0.000479762 -6.70964e-05 -7.44021e-05 -1.86495e-05 8.62e-05 9.25471e-06 -8.2216e-05 -0.00036305 -0.000136589 -0.00083981 0.000502795 7.34044e-05 0.000177268 0.000292757 0.000519144 5.63836e-05 3.52624e-05 8.64259e-06 -7.2569e-06 6.90184e-05 0.000415945 -0.000143632 -0.000347487 -0.000227784 -2.48649e-05 -0.000144852 -3.64067e-05 -0.000128856 -0.000533334 -5.0287e-05 -0.00018511 -6.01425e-05 0.000533709 0.000145206 0.000373338 0.000737244 0.000651099 -0.000586188
internal_weight=0 158256 121375 15794 8937 864 8073 5147 1891 1757 611 446 201 2926 2899 346 275 1146 693 177 120 57 134 6857 1095 560 298 535 262 1318 1287 828 274 1581 263 213 136 459 325 270 76 490 290 218 40 200 113 88 149 77
internal_count=279631 158256 121375 15794 8937 864 8073 5147 1891 1757 611 446 201 2926 2899 346 275 1146 693 177 120 57 134 6857 1095 560 298 535 262 1318 1287 828 274 1581 263 213 136 459 325 270 76 490 290 218 40 200 113 88 149 77
is_linear=0
shrinkage=0.05


Tree=482
num_leaves=51
num_cat=0
split_feature=8 6 0 9 10 5 12 13 7 8 14 1 7 10 13 1 3 13 9 3 13 13 0 9 10 10 1 10 7 6 1 4 1 4 13 14 5 13 13 1 3 10 3 3 14 13 5 6 0 10
split_gain=0.00211691 0.00290537 0.0079076 0.00998853 0.00882252 0.00606006 0.00586846 0.00976579 0.0203147 0.0189171 0.013963 0.0135883 0.0100549 0.00738408 0.00690981 0.00816624 0.00868698 0.00684313 0.00588644 0.00626431 0.0211703 0.00617095 0.00585402 0.0116535 0.0248869 0.0182788 0.0144794 0.0142553 0.0151232 0.0118361 0.0141017 0.0117461 0.0111426 0.0109021 0.0110597 0.0099613 0.00972056 0.0103011 0.0102806 0.00961361 0.00928928 0.00907237 0.00906956 0.00779204 0.00769769 0.00935122 0.00754282 0.00752267 0.00793061 0.00744153
threshold=1.0000000180025095e-35 1.0000000180025095e-35 557.89382435932782 3.5000000000000004 0.17445652173913045 2.5000000000000004 7.5000000000000009 0.10102040816326532 1.5000000000000002 3.5000000000000004 0.03883861236802414 3741.8673850150876 1.5000000000000002 0.59761904761904772 0.084219858156028379 3007.5741317529969 23.500000000000004 0.074537037037037054 4.5000000000000009 35.500000000000007 0.080540540540540564 0.43826219512195125 575.8858890459876 2.5000000000000004 0.27149877149877155 0.12347560975609757 1211.5793045386051 0.81322674418604668 1.5000000000000002 2.5000000000000004 1631.8293849322852 2.5000000000000004 1029.6061881601233 2.5000000000000004 0.19756097560975613 0.36939571150097467 2.5000000000000004 0.32200460829493094 0.53033088235294124 1482.6866860738353 13.500000000000002 0.3623737373737374 13.500000000000002 15.500000000000002 0.59317129629629639 0.62731481481481499 3.5000000000000004 1.5000000000000002 500.61637545330535 0.063508064516129045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 18 8 9 10 -8 14 13 -9 15 16 -12 -10 19 -4 -21 -20 23 25 -25 26 -3 28 29 30 -27 41 -24 43 49 47 37 -33 -39 -30 -29 -31 -26 -28 45 -42 -37 -36 -49 -35
right_child=1 22 6 4 5 -7 7 12 17 -11 11 -13 -14 -15 -16 -17 -18 -19 21 20 -22 -23 32 24 42 27 33 40 39 31 -32 36 -34 34 35 46 -38 38 -40 -41 44 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=5.5580681435546536e-06 -1.6752267312892387e-05 1.7250653382688732e-05 1.5711548275903257e-05 -7.6446038028714678e-05 -0.00022897650054216358 -0.00072135128075469853 0.0014762008476491948 -0.0010150978002983673 -0.00068411548521873802 -0.0011828235087185542 0.00017024082234066946 0.0012519576255601414 5.4442416294477885e-05 -0.00019521699151630668 -0.00056812474194609401 -0.0002162617208523443 0.0012134928723812224 0.000267311615322757 -0.0003450280779208314 0.0016708304865751416 -2.7425075962167724e-05 0.00046279682148316949 0.0011374841932029953 0.00016251136927894803 -0.00030701492831166179 0.00012821320395384826 -0.00080816627162979193 -7.0487869062363053e-05 7.9466067296749053e-05 0.00051400145510140441 -0.00015597380691808539 0.0016164217401590003 -1.439527250812008e-05 0.00045564687189356996 -0.00037324953259565267 -0.00024358478960338103 0.00016915321715974384 -0.00017801492099857167 0.0010169143271115092 -0.00030582155949088408 -0.00013027493399121561 -0.0002301488230372534 -1.5984107247955371e-05 2.3610408243257554e-05 0.00042821566931842817 0.00057290715083550912 0.00041152387110621864 -0.0017464469146469366 -0.00063464255203967389 -0.00018913292125540061
leaf_weight=106232 17823 621 53924 456 143 111 26 76 106 21 56 29 65 43 33 60 31 23 190 25 69 27 21 3237 351 3140 144 4046 281 72 507 38 84613 89 171 257 63 27 54 382 238 95 1128 35 174 59 53 23 53 90
leaf_count=106232 17823 621 53924 456 143 111 26 76 106 21 56 29 65 43 33 60 31 23 190 25 69 27 21 3237 351 3140 144 4046 281 72 507 38 84613 89 171 257 63 27 54 382 238 95 1128 35 174 59 53 23 53 90
internal_value=0 -3.40512e-06 4.15486e-06 -2.40786e-05 -0.00020799 -0.000444148 1.37025e-05 -0.000146036 -2.83488e-06 0.000254987 0.000383472 0.000247535 -0.000445669 -0.000718838 8.57108e-05 0.00023249 0.000541974 -0.000514481 1.53784e-05 1.64225e-05 0.000424239 -0.000244515 -8.94595e-06 1.93797e-05 8.48721e-05 -9.45357e-06 -0.000169093 1.7269e-05 7.86324e-05 0.000115326 8.8706e-05 0.0003935 -1.41095e-05 -0.000295562 -0.000210448 -0.000320324 0.000671361 0.000937235 0.000618605 -0.000142525 -4.60235e-05 9.06824e-05 -8.50523e-05 -0.000645528 0.000164131 9.41444e-06 -0.000131582 -0.000557206 -0.00097111 0.000131456
internal_weight=0 173399 73337 18533 710 254 54804 569 385 256 235 209 184 119 180 147 87 129 54235 54018 94 217 100062 15428 4716 10712 1536 9176 4659 3996 3647 349 84634 915 736 557 182 119 81 663 4517 167 1479 179 471 297 310 247 76 179
internal_count=279631 173399 73337 18533 710 254 54804 569 385 256 235 209 184 119 180 147 87 129 54235 54018 94 217 100062 15428 4716 10712 1536 9176 4659 3996 3647 349 84634 915 736 557 182 119 81 663 4517 167 1479 179 471 297 310 247 76 179
is_linear=0
shrinkage=0.05


Tree=483
num_leaves=51
num_cat=0
split_feature=3 1 1 1 14 5 0 8 14 4 7 0 13 6 14 10 14 10 14 4 14 13 14 12 1 10 13 10 14 1 0 10 6 4 14 13 0 14 0 13 0 7 10 14 1 0 8 10 6 0
split_gain=0.00218518 0.0133154 0.00723796 0.00736871 0.00732094 0.0073599 0.00585423 0.00609637 0.00809408 0.00574822 0.006288 0.00558195 0.0117199 0.0135638 0.00811087 0.00776633 0.00865785 0.00672061 0.00665777 0.00633076 0.00611519 0.00609507 0.00597267 0.00813804 0.00688651 0.00588548 0.00716211 0.00588491 0.00584503 0.00564072 0.00507114 0.00769689 0.00492641 0.0048747 0.00562248 0.00917556 0.00550347 0.00483015 0.00844571 0.00632474 0.00635241 0.00538424 0.00992222 0.0214068 0.00736808 0.00708233 0.00639406 0.0072062 0.00954255 0.00966594
threshold=19.500000000000004 2217.1926524768464 1751.7923478005653 2275.0720736400158 0.037749287749287756 4.5000000000000009 570.24145417226862 1.0000000180025095e-35 0.83602150537634423 8.5000000000000018 1.0000000180025095e-35 778.64491060969465 0.30860805860805868 1.5000000000000002 0.57359307359307377 0.21913109756097562 0.20881782945736438 0.94201680672268917 0.26201372997711675 4.5000000000000009 0.27386363636363642 0.05634920634920635 0.32200460829493094 3.5000000000000004 2239.2341228651162 0.20881782945736438 0.26138716356107666 0.41763565891472876 0.10435571687840291 2251.1234410074267 752.62734794289941 0.053342816500711245 11.500000000000002 7.5000000000000009 0.39736842105263165 0.05634920634920635 705.86497258682209 0.091966173361522213 688.01059651735227 0.04819976771196284 1033.4556649327824 4.5000000000000009 0.95293466223698797 0.81365740740740755 1957.9177137252361 1007.5118299007487 1.0000000180025095e-35 0.27149877149877155 4.5000000000000009 705.86497258682209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 33 -2 4 -4 37 -3 8 9 -8 -11 12 13 19 21 16 30 22 -17 20 28 -15 24 -24 -13 26 -26 29 -9 -21 31 -14 -5 -1 -35 36 -36 38 -6 40 -40 42 46 45 -43 -44 47 48 49 -39
right_child=2 6 3 32 5 -7 7 11 -10 10 -12 17 15 14 -16 18 -18 -19 -20 27 -22 -23 23 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 34 35 -37 -38 41 39 -41 -42 44 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.4438743884926705e-06 -0.00073225086437587658 0.00010090128456744117 -0.0008445149065822911 1.2758196270472601e-06 0.00048763348618899413 1.4111270586514999e-06 -3.9258329085915903e-05 0.00062256633308217194 -0.00098592400873630226 0.0010067603472894658 -6.2656070588639485e-05 -5.4575707162580187e-05 0.0012063939962536098 -0.0013450225520205712 9.5926226311994186e-05 0.00014772450767244058 -0.00044991283016421478 -6.0520377533654265e-05 0.00077293784164463768 -0.00064697314954460848 0.0006171228946186603 -0.00057339078816164468 -0.00026687096344875713 0.00061234409222379329 6.3846583661372324e-05 -0.00066776741805859696 -0.00073813399047746022 2.6309153920086222e-05 -0.00018300386305149322 -0.00019069110611919809 -0.00019902511061552694 -6.1007873053945924e-05 -0.0007306440336042611 1.338084650148526e-05 0.0012772471715624515 0.00012225769021645565 0.00041262496466977559 0.00039449341670332776 -0.00087766410978610057 -2.6274550115130437e-05 -4.1705429810628469e-05 0.00035430128631428875 0.0016791358446353113 -0.00081236103128287055 -0.00017115776264344117 0.00066416902449087834 7.4551562174388487e-05 0.00030375067701103749 0.0010208670146074955 -0.00019192468672711175
leaf_weight=208981 33 355 23 54082 71 4648 1410 28 22 28 27 93 25 37 31 120 86 294 66 95 50 83 130 33 73 260 45 192 115 236 34 23 23 1220 26 619 63 97 47 603 44 83 25 21 340 55 3527 731 23 255
leaf_count=208981 33 355 23 54082 71 4648 1410 28 22 28 27 93 25 37 31 120 86 294 66 95 50 83 130 33 73 260 45 192 115 236 34 23 23 1220 26 619 63 97 47 603 44 83 25 21 340 55 3527 731 23 255
internal_value=0 -2.42582e-06 8.05348e-06 8.43108e-06 4.65666e-05 4.85056e-05 -9.29023e-05 -0.000111824 -3.39926e-05 -1.96974e-05 0.000481774 -0.00016568 -9.54276e-05 -0.000194412 -0.000625057 0.000147 -9.94208e-05 -0.000258113 0.000369574 -0.000103592 0.000141153 -0.000811311 -0.000349742 -8.88704e-05 -0.000440022 -0.000534854 -0.000241993 -0.000193909 -2.52698e-05 -0.000321648 0.000268168 0.000599097 9.64681e-07 -7.1375e-07 7.84263e-05 0.00019051 0.000665211 8.54686e-05 -3.17736e-05 -8.49118e-05 -0.000473464 0.00010286 0.000118132 0.000608397 -6.80535e-05 0.000981346 0.000107444 0.000212339 3.41467e-05 -3.03265e-05
internal_weight=0 214900 64731 64698 10593 10570 3991 3636 1487 1465 55 2149 1221 867 151 354 168 928 186 716 193 120 634 163 471 378 118 523 143 331 82 48 54105 210909 1928 708 89 5922 765 694 91 5157 4734 101 423 80 4633 1106 375 352
internal_count=279631 214900 64731 64698 10593 10570 3991 3636 1487 1465 55 2149 1221 867 151 354 168 928 186 716 193 120 634 163 471 378 118 523 143 331 82 48 54105 210909 1928 708 89 5922 765 694 91 5157 4734 101 423 80 4633 1106 375 352
is_linear=0
shrinkage=0.05


Tree=484
num_leaves=51
num_cat=0
split_feature=0 1 1 1 10 10 7 3 1 5 1 0 1 14 14 13 13 6 4 7 13 12 6 0 13 0 14 6 8 5 5 0 13 1 13 1 0 9 7 14 7 6 14 8 12 13 0 7 5 10
split_gain=0.00210319 0.00469945 0.00329879 0.00389883 0.00301069 0.00338862 0.00228804 0.00348185 0.0101353 0.00989304 0.00821527 0.00804153 0.00751654 0.0069514 0.00870333 0.014318 0.0140291 0.00935369 0.00992689 0.00852874 0.0118637 0.00786411 0.0139045 0.01283 0.0113302 0.00875475 0.0154 0.00946484 0.00815777 0.00867906 0.00822835 0.00814138 0.0096589 0.00823853 0.00784593 0.0075018 0.00728133 0.0108476 0.00841654 0.00842225 0.00723466 0.00766255 0.00745378 0.00878126 0.00878499 0.0109652 0.00760673 0.0135708 0.00720596 0.00698844
threshold=355.87763915758541 985.46635494155419 1064.5729367267443 1050.5572866626042 0.42705167173252284 0.29478609625668456 1.0000000180025095e-35 21.500000000000004 2408.1508409761141 2.5000000000000004 2452.3200893468074 1433.692583700579 2519.2547660210666 0.21525096525096529 0.12632978723404256 0.12660256410256412 0.036375661375661381 3.5000000000000004 4.5000000000000009 3.5000000000000004 0.18065268065268067 2.5000000000000004 1.5000000000000002 858.45016876509555 0.45080645161290328 792.40239783902211 0.087595907928388769 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 5.5000000000000009 809.90619584897706 0.19756097560975613 2377.2264031740556 0.30116279069767443 2299.1146759378844 1046.9030864338465 1.5000000000000002 1.5000000000000002 0.072299651567944254 4.5000000000000009 3.5000000000000004 0.13423423423423428 1.0000000180025095e-35 3.5000000000000004 0.043961352657004842 803.94840676866716 1.5000000000000002 2.5000000000000004 0.95553359683794481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2 8 11 -10 13 -8 -11 14 16 40 -9 21 -19 20 -17 22 23 25 28 26 27 -18 29 -23 -30 32 -32 -33 -25 -22 37 -24 -39 -40 41 42 -16 -44 45 -45 -46 -48 -37 -50
right_child=6 2 -4 -5 -6 -7 7 10 9 12 -12 -13 -14 -15 15 19 17 18 -20 -21 35 24 36 34 -26 -27 -28 -29 30 -31 31 33 -34 -35 -36 48 -38 38 39 -41 -42 -43 43 44 46 -47 47 -49 49 -51
leaf_value=-0.00029526472766806989 5.340654069417675e-06 -3.6414816393462457e-05 -0.00024853880384411884 0.00021715528936301832 -0.0001843560910848661 0.00033820276723231361 -6.3663579533745368e-06 -0.00046646934707332251 -5.7757606410796743e-05 -0.00038015086865883198 -5.6121787590780329e-07 0.00077426234881083173 0.00041428896507795799 2.1162306989060625e-05 0.001545994682237506 -0.0003806478791225906 0.00043725203686335591 -0.00050765062531402778 0.00035063067140678563 -0.00019097787911353712 0.00066004921709222366 0.00022200144269144868 -0.001128628832520917 0.00099209849155158748 -0.00050278403160760557 0.0018852528875868302 -0.00031835618772840303 0.0018511260255512877 -0.00050649447526666339 0.0012502991905256006 -4.4582343252841387e-05 0.00033464586786067233 0.0013892991751756358 -0.00082890604229258569 -0.00018662296382293184 0.00065504293543719027 0.00044018527675137599 0.00090296295058492218 -0.0010686362245178316 0.00033430505857762438 -0.00033799757842313164 -0.00022977992903906852 0.0013287809225065368 0.001739141817849416 -0.00024168598134636731 0.00038356853233251193 0.0015038774312706666 9.0648849903307159e-05 -1.6411296484932118e-05 0.00060000141519204976
leaf_weight=190 123722 267 136 187 233 78 115542 122 1406 428 31551 33 32 3603 23 73 20 113 48 168 113 305 26 20 79 24 22 29 80 22 24 32 23 29 48 70 61 21 20 23 22 25 35 26 51 35 25 53 257 56
leaf_count=190 123722 267 136 187 233 78 115542 122 1406 428 31551 33 32 3603 23 73 20 113 48 168 113 305 26 20 79 24 22 29 80 22 24 32 23 29 48 70 61 21 20 23 22 25 35 26 51 35 25 53 257 56
internal_value=0 -6.92864e-05 -2.16328e-05 1.87061e-05 -4.54981e-05 4.82813e-05 2.71385e-07 -3.7797e-06 -8.00986e-06 -0.000123609 9.51175e-06 -6.14347e-06 -0.000324885 6.40624e-05 0.000133594 0.000239876 4.15011e-05 9.94734e-05 -0.000251766 0.000122048 0.00021447 0.000161753 0.000364138 0.00068438 5.47674e-05 0.00105968 0.000780618 0.00127403 0.000140295 0.000291184 -0.000122156 0.00016254 0.000657104 -0.000218518 0.00016006 0.000302058 1.84468e-05 -0.000267398 8.24768e-05 -0.000318226 0.000534246 0.000604537 0.000688642 0.000601001 0.000466936 0.000961354 0.000233142 0.000543607 0.000196437 9.38734e-05
internal_weight=0 1091 901 765 578 345 278540 154818 117441 1866 37377 115575 460 5826 2223 1032 1191 1069 161 737 569 908 314 163 594 95 71 49 515 327 188 108 47 61 68 496 151 90 64 43 295 273 248 225 190 61 129 78 383 313
internal_count=279631 1091 901 765 578 345 278540 154818 117441 1866 37377 115575 460 5826 2223 1032 1191 1069 161 737 569 908 314 163 594 95 71 49 515 327 188 108 47 61 68 496 151 90 64 43 295 273 248 225 190 61 129 78 383 313
is_linear=0
shrinkage=0.05


Tree=485
num_leaves=51
num_cat=0
split_feature=5 12 4 13 6 0 14 0 7 14 12 14 6 2 0 4 13 14 10 1 5 7 3 1 7 10 1 14 4 8 0 13 13 14 14 13 0 10 14 3 0 13 1 10 1 9 13 8 13 8
split_gain=0.00207121 0.00513607 0.0205811 0.006115 0.0104926 0.00540238 0.00886748 0.00578945 0.00517447 0.00775912 0.00940249 0.0072994 0.00862695 0.0101141 0.00795018 0.00918323 0.00889547 0.00779698 0.00745456 0.00717147 0.00711135 0.00661984 0.00637797 0.0144202 0.0139737 0.0106513 0.0103982 0.0102099 0.0161134 0.00987963 0.00923514 0.0104307 0.00996451 0.00878246 0.00828767 0.00766054 0.0075875 0.00747425 0.00859856 0.0100497 0.0140901 0.0190257 0.00893198 0.00722521 0.00713254 0.00712299 0.00823656 0.0106277 0.00663279 0.00917571
threshold=2.5000000000000004 9.5000000000000018 8.5000000000000018 0.059714795008912663 1.0000000180025095e-35 869.07031931492213 0.15894736842105264 1061.8284994139024 2.5000000000000004 0.12060606060606062 6.5000000000000009 0.05634920634920635 3.5000000000000004 2.5000000000000004 778.64491060969465 7.5000000000000009 0.19098277608915909 0.067424242424242428 0.67054263565891481 1941.0300553547174 1.5000000000000002 3.5000000000000004 19.500000000000004 2669.2593881982461 4.5000000000000009 0.084523809523809543 2001.0640350640863 0.14434523809523811 9.5000000000000018 1.5000000000000002 1086.8692189335923 0.12060606060606062 0.09449404761904763 0.34698996655518399 0.32200460829493094 0.52086956521739147 1364.7041533538422 0.96076923076923093 0.60263157894736852 25.500000000000004 961.9848145785071 0.053342816500711245 3241.4713401430272 0.42206477732793529 3007.5741317529969 3.5000000000000004 0.043961352657004842 1.0000000180025095e-35 0.41277890466531447 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 7 -7 -1 10 11 19 13 -13 17 18 -17 -15 -16 -10 -14 -18 26 24 25 29 -11 28 -25 -24 31 32 45 36 -34 48 -29 38 39 -35 42 -42 -41 -43 -40 46 -27 -48 49 -26
right_child=-2 2 -4 4 -6 6 -8 -9 9 22 -12 12 20 14 15 16 21 -19 -20 -21 -22 -23 23 27 35 30 -28 33 -30 -31 -32 -33 34 37 -36 -37 -38 -39 44 40 41 43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=5.3176237880579727e-06 -5.4991706834843947e-06 0.00035081862648627884 0.0013366366288715249 -0.00043083556043939099 0.00066456427887095603 -0.0012314641578313969 0.00036468105593129345 -0.00014703666616696864 0.00051308927189287106 -1.7876524283131211e-05 -0.0004725502578302814 -5.1416113368713428e-05 -3.916827143199506e-05 -0.00063229092717614725 -0.00069876792191787341 0.00026964247573189263 -0.0011717581215634711 -9.3054092255777894e-05 -0.0017389753993484192 -7.3313444616373261e-06 0.00081993140853368332 -0.00012875689371240101 1.1572992962830256e-05 -1.195824811475177e-05 -4.5268218380608072e-05 6.0536036633291389e-05 -0.00023843021682399 -0.00032641680487030593 0.0014849602850736119 -0.00096613240914001806 5.4414370472320286e-05 0.00046040915478239475 0.00030707001336850227 -0.00021829641277690826 -0.00096883544124596363 0.0001953920996247548 0.00033633964983969335 -0.00061286494288092055 4.6393740814056476e-05 0.0014177155305333145 0.0013282174812047744 4.8025924895357881e-05 0.00031792503587591155 -0.0011479916160960389 -0.00080383700307622261 -0.00045222202245371809 0.0012298421764685571 0.00021597666501154398 -0.00086468539309862529 -0.00085998545450487792
leaf_weight=162003 106198 29 36 32 69 32 23 20 75 5408 170 633 63 86 61 42 32 304 24 564 39 29 237 64 220 126 593 532 25 29 412 608 20 64 35 129 47 39 74 48 20 28 30 23 37 33 46 59 40 41
leaf_count=162003 106198 29 36 32 69 32 23 20 75 5408 170 633 63 86 61 42 32 304 24 564 39 29 237 64 220 126 593 532 25 29 412 608 20 64 35 129 47 39 74 48 20 28 30 23 37 33 46 59 40 41
internal_value=0 3.3673e-06 0.000234029 4.04001e-05 0.000317507 -0.000228713 -0.000452799 -0.000814377 3.04633e-06 -2.98392e-05 -0.000115907 -8.48467e-05 -0.000152298 -0.000189494 -0.000340711 -0.000607795 -0.000290342 -0.000211963 -0.000992474 5.37509e-05 0.000289311 -0.000675905 -9.69634e-06 4.89722e-05 0.000126154 0.000193971 -3.96709e-05 -0.000103371 0.000408524 -9.50189e-05 0.000251381 0.000338922 0.000107372 -0.000151735 -0.00050487 -0.000126977 -0.000272618 4.10794e-05 0.000119795 0.000305739 0.000530828 2.1201e-05 0.000994719 -0.000491355 -0.000237017 0.000234923 0.000333086 0.000660146 -0.000265136 -0.000173251
internal_weight=0 173433 241 205 101 104 75 52 173192 11189 2122 1952 1313 1211 578 188 103 390 85 639 102 61 9067 3066 2035 1605 6001 1031 89 266 1339 927 319 942 55 430 579 363 324 213 149 71 78 51 111 264 231 105 301 261
internal_count=279631 173433 241 205 101 104 75 52 173192 11189 2122 1952 1313 1211 578 188 103 390 85 639 102 61 9067 3066 2035 1605 6001 1031 89 266 1339 927 319 942 55 430 579 363 324 213 149 71 78 51 111 264 231 105 301 261
is_linear=0
shrinkage=0.05


Tree=486
num_leaves=51
num_cat=0
split_feature=3 1 1 13 10 5 5 7 0 10 1 6 10 4 8 5 5 10 10 0 0 10 6 0 9 12 10 6 0 13 13 3 7 13 10 5 1 10 14 5 1 7 6 10 13 0 5 4 14 10
split_gain=0.00214629 0.0114357 0.00684006 0.00735573 0.0100257 0.0078921 0.00681198 0.00641476 0.00590309 0.0117764 0.00710578 0.00572875 0.0114022 0.0109284 0.0103846 0.00748815 0.00664109 0.0145487 0.0152542 0.0056776 0.00671846 0.00802763 0.0187449 0.0211398 0.00738211 0.00595992 0.00708688 0.00595321 0.017259 0.00858835 0.0067945 0.00562504 0.0104976 0.0100703 0.00638625 0.00788333 0.00740884 0.00919971 0.0144124 0.00621859 0.0187345 0.0125311 0.017802 0.0111758 0.0141549 0.0142546 0.0109084 0.00926178 0.0139074 0.00891747
threshold=18.500000000000004 2157.1361945500553 2128.0092764220458 0.79772727272727284 0.95553359683794481 6.5000000000000009 3.5000000000000004 8.5000000000000018 555.79974291387714 0.34891304347826091 2177.0305804108953 2.5000000000000004 0.95060975609756104 3.5000000000000004 3.5000000000000004 7.5000000000000009 2.5000000000000004 0.89564428312159727 0.62645348837209314 511.60709520586209 664.82673601874205 0.13714733542319751 1.0000000180025095e-35 611.80760200160705 3.5000000000000004 1.5000000000000002 0.050641025641025648 3.5000000000000004 701.3251561572655 0.29893617021276603 0.47140522875816998 20.500000000000004 1.5000000000000002 0.59175084175084181 0.20881782945736438 2.5000000000000004 2377.2264031740556 0.89009661835748799 0.050641025641025648 3.5000000000000004 2423.1344677252664 1.0000000180025095e-35 1.5000000000000002 0.15470085470085473 0.19756097560975613 1078.5099592134823 5.5000000000000009 3.5000000000000004 0.15470085470085473 0.44590643274853808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 19 -3 11 9 10 -4 16 13 14 15 -13 17 18 -5 -2 21 22 -21 -24 -23 -25 -27 -22 29 -29 -31 32 39 34 -34 36 37 38 -36 -10 41 46 43 44 45 -43 -41 48 -45 -48
right_child=2 6 8 4 -6 -7 -8 -9 31 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 27 24 23 25 -26 26 -28 28 -30 30 -32 -33 33 -35 35 -37 -38 -39 -40 40 -42 42 -44 47 -46 -47 49 -49 -50 -51
leaf_value=-1.3474157586716823e-06 -0.00037225337309791944 -9.546814872715131e-05 -1.7818874103680887e-05 0.00043344260148632416 -0.00060517499464151031 -0.00010087299677733537 -0.00065305389004736633 -0.00066708503105804675 1.7591410654058547e-05 -0.00016739945131980568 0.00033092538174693997 0.00070130838430486624 0.00062557023839497779 -0.00036292606362207025 -0.00036671590201317139 -0.00035184143915622764 0.0002207977605443304 -9.8493201007573481e-05 0.0022223493719304151 -0.00032472062978610794 5.1110592919051913e-05 0.00013531585953623979 0.00013441434444708597 0.0018219690905728688 -0.00072984827649913951 0.0016586837411159648 0.0004168896838867416 -0.00095135334575595929 5.7360030629242489e-05 0.00046888289973139762 -0.00069683537747187085 7.2840483575914704e-06 -0.00018971936545363456 -0.00035844602882623898 -0.0007069309076785696 -0.00015633934998938992 -0.00040045143086899773 -9.1931652600568323e-05 0.00026016937403580746 0.00010341786560797157 -0.0011736110522178934 -0.00027905657223717715 -0.00058861234601990454 0.0011008614570730262 -0.00077307109805305717 0.0012420302093960345 0.00014100254092027617 -5.6487713515593895e-05 -0.00018915117655594188 -0.00051221367217395807
leaf_weight=200568 79 2506 206 26 42 1013 56 22 7843 254 502 86 68 171 52 21 816 34 22 56 5323 477 74 33 26 20 27 79 323 25 25 52999 864 358 41 725 84 439 638 1202 38 67 215 45 116 20 82 640 39 144
leaf_count=200568 79 2506 206 26 42 1013 56 22 7843 254 502 86 68 171 52 21 816 34 22 56 5323 477 74 33 26 20 27 79 323 25 25 52999 864 358 41 725 84 439 638 1202 38 67 215 45 116 20 82 640 39 144
internal_value=0 -2.68824e-06 7.13798e-06 4.82383e-05 0.000155311 2.90274e-05 -0.000107656 0.000179545 1.69938e-06 0.000124672 0.000229455 0.000193917 3.60127e-05 -8.54719e-05 0.000212922 0.000494615 0.000263901 0.000692834 0.00125336 4.90653e-05 5.41954e-05 0.000198999 0.000458652 0.000743515 9.05956e-05 0.00130693 0.000945313 3.63174e-05 -0.000137895 -0.000626789 -0.000113976 -7.69142e-08 -2.87625e-05 -0.00010879 -7.67666e-05 -2.61225e-05 5.24193e-05 8.64453e-05 0.000201773 -4.64936e-06 -7.15337e-05 -5.52384e-05 -0.000178699 -8.36275e-05 -0.00041149 7.06185e-05 4.34956e-05 8.30074e-06 0.000501927 -0.000275206
internal_weight=0 203130 76501 8940 1360 7580 2562 1318 67561 962 708 1296 398 330 159 107 898 82 48 6567 6488 713 210 154 503 80 47 5775 452 129 50 66599 13600 3149 2791 1927 1202 1118 679 10451 2608 2570 1142 927 203 87 1428 724 84 226
internal_count=279631 203130 76501 8940 1360 7580 2562 1318 67561 962 708 1296 398 330 159 107 898 82 48 6567 6488 713 210 154 503 80 47 5775 452 129 50 66599 13600 3149 2791 1927 1202 1118 679 10451 2608 2570 1142 927 203 87 1428 724 84 226
is_linear=0
shrinkage=0.05


Tree=487
num_leaves=51
num_cat=0
split_feature=3 1 1 3 9 10 10 0 6 0 14 0 0 13 5 1 0 12 4 3 10 13 13 1 0 9 6 12 10 8 10 14 10 0 1 10 2 4 7 10 10 6 0 9 9 13 1 12 1 14
split_gain=0.00208409 0.0133624 0.00883699 0.00701772 0.00676744 0.00598972 0.00862044 0.00724397 0.0061389 0.00766715 0.00968543 0.00753067 0.00624283 0.00589391 0.00567167 0.00548466 0.00526109 0.00514866 0.00638629 0.00508833 0.00498168 0.00479815 0.00475855 0.00449011 0.00445466 0.0042224 0.0041355 0.00402885 0.0039536 0.00392433 0.00386252 0.00375429 0.00373574 0.00361809 0.00352707 0.00517216 0.00351386 0.00427896 0.00347663 0.00471379 0.0116145 0.0141166 0.0111639 0.0125141 0.00882493 0.0118428 0.0125813 0.0161335 0.0123398 0.00918341
threshold=9.5000000000000018 1176.6142014445952 1205.6450475795143 10.500000000000002 2.5000000000000004 0.79772727272727284 0.57979626485568769 515.84662348012159 1.0000000180025095e-35 1001.157454449629 0.49418604651162795 1070.0586822807675 476.23565573595209 0.37354651162790703 1.5000000000000002 1357.6621260085051 381.95844621414966 1.5000000000000002 2.5000000000000004 11.500000000000002 0.71240601503759404 0.6198686371100165 0.49390243902439029 843.50574584286312 858.45016876509555 2.5000000000000004 1.5000000000000002 3.5000000000000004 0.12347560975609757 1.5000000000000002 0.39339826839826847 0.74596774193548399 0.096006144393241177 371.21279892533875 910.44983920966422 0.28388278388278393 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.81322674418604668 0.71240601503759404 3.5000000000000004 547.80228560409705 2.5000000000000004 2.5000000000000004 0.04210992907801419 2606.2997478250472 4.5000000000000009 2875.3264341504796 0.059714795008912663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 15 13 6 16 26 9 12 -11 -10 -7 27 21 17 29 18 -4 -14 23 34 30 -16 -23 -20 -8 31 -6 -2 -19 36 -17 -5 35 -15 -1 -38 39 40 -35 44 -41 -44 45 48 -47 -48 -42 -46
right_child=2 -3 3 33 28 8 7 -9 11 10 -12 -13 19 14 20 32 -18 22 25 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 38 -36 -37 37 -39 -40 42 41 -43 43 -45 49 46 47 -49 -50 -51
leaf_value=-5.0313735470868009e-05 0.00029092491676240673 -0.00015704252665025127 5.2224362380149183e-05 -0.00018904304176722432 -3.8209151360067058e-05 -0.0002100662598099578 -7.5463347796784908e-05 0.00027183864305398408 -2.5054622566031789e-05 6.2037791443488941e-05 0.0012442790949717165 -0.00089515774510800844 3.7881588834695703e-05 0.0003545700657522795 0.00035570542528863113 0.00019087014956607458 3.1848914176547929e-05 4.0765353654712977e-05 -0.00014806173256077406 0.00023316736726602556 -5.561731719063623e-05 9.19462988152692e-06 0.0001471168826988449 2.6434641230261263e-05 0.00051335386497984559 1.2044229084668111e-05 0.00035982428248033433 0.00016549585780826896 -0.0001904166285347302 -0.00019379698969714811 -6.6389798130203926e-05 2.3768778565348412e-05 -0.00035179361001864235 1.119685462683045e-05 4.7890588417031331e-05 9.3412921989541428e-05 -0.00015350364957334049 0.00017823428490250452 -4.1144435035195479e-06 -0.00015089955434151387 0.00030584641879495908 -0.00037052957996629155 7.1949353884488139e-07 -0.00079102676479669756 0.00076938241957044554 0.00012980234173618841 -0.0010198674793355168 0.00021471684837403397 0.0013054659521334212 -0.00015160688322735915
leaf_weight=9839 321 1502 681 251 1045 242 294 868 4692 41 30 25 6057 236 112 37 4730 1447 2251 353 4108 10402 476 1370 44 504 67 268 721 48 2008 2565 222 50844 4326 964 134 354 132917 1297 479 152 27071 50 29 2612 55 51 33 406
leaf_count=9839 321 1502 681 251 1045 242 294 868 4692 41 30 25 6057 236 112 37 4730 1447 2251 353 4108 10402 476 1370 44 504 67 268 721 48 2008 2565 222 50844 4326 964 134 354 132917 1297 479 152 27071 50 29 2612 55 51 33 406
internal_value=0 -1.08865e-05 1.71153e-06 -9.82204e-07 -4.87006e-06 3.5652e-05 7.46852e-05 0.000193554 1.4061e-05 4.47409e-05 0.000561576 -2.96662e-05 3.92244e-05 -1.38147e-08 1.60798e-05 -4.81227e-05 4.60345e-05 -4.0172e-05 -8.48812e-05 4.8636e-05 -2.72668e-05 3.12505e-05 -1.09275e-06 5.13188e-05 1.13182e-05 -0.000118772 5.32411e-06 -2.63823e-05 -0.00010035 0.000227872 -2.15118e-05 -3.03711e-05 -0.00027427 6.80215e-07 6.89293e-05 0.000144774 -4.38183e-05 8.71423e-05 9.00685e-07 8.92432e-06 1.75118e-05 0.00010163 -7.59345e-06 -7.40162e-07 0.000121212 0.000149685 0.000108132 -0.000425869 0.000370275 -9.02076e-05
internal_weight=0 37990 241641 223873 36488 17768 6328 1229 11440 6723 71 4717 6652 34722 21562 7626 5099 7367 3436 6410 5590 15972 3931 1482 10446 2755 361 13160 1766 369 3455 12892 259 216247 5526 1200 10327 488 215996 83079 54661 3817 28418 27121 3665 3230 2718 106 512 435
internal_count=279631 37990 241641 223873 36488 17768 6328 1229 11440 6723 71 4717 6652 34722 21562 7626 5099 7367 3436 6410 5590 15972 3931 1482 10446 2755 361 13160 1766 369 3455 12892 259 216247 5526 1200 10327 488 215996 83079 54661 3817 28418 27121 3665 3230 2718 106 512 435
is_linear=0
shrinkage=0.05


Tree=488
num_leaves=51
num_cat=0
split_feature=3 1 1 6 5 3 0 4 1 5 13 7 0 4 13 0 13 10 10 0 14 8 9 14 0 0 14 13 14 1 0 0 9 10 9 10 0 1 0 10 10 0 13 14 1 5 2 2 10 6
split_gain=0.0020579 0.0108153 0.00732256 0.00536327 0.0057138 0.00530699 0.0064558 0.00679719 0.00524934 0.00662527 0.00679714 0.00572567 0.00511376 0.00662151 0.00693861 0.00888514 0.0129518 0.00605075 0.00555686 0.00555638 0.00505143 0.00484959 0.00603173 0.00478144 0.0114789 0.0108256 0.0352144 0.033799 0.0104864 0.00871531 0.00988229 0.0073342 0.00710079 0.0156816 0.0139918 0.00928492 0.00619433 0.00586624 0.00573932 0.016489 0.0153048 0.00943079 0.00567168 0.00536726 0.00655358 0.00559432 0.00529625 0.00524551 0.0087552 0.0109057
threshold=17.500000000000004 2001.0640350640863 1894.0094888517563 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 690.31264847099226 2.5000000000000004 2128.0092764220458 2.5000000000000004 0.29217479674796754 1.0000000180025095e-35 668.84545581684722 5.5000000000000009 0.17445652173913045 1027.0057469844974 0.29217479674796754 0.1126984126984127 0.70135135135135152 703.39257318585214 0.053342816500711245 1.0000000180025095e-35 1.5000000000000002 0.23166368515205729 1364.7041533538422 1321.1033005038273 0.76533166458072599 0.24695121951219515 0.11583184257602865 919.5133051339742 786.89210308344707 1146.5960345662522 2.5000000000000004 0.5270467836257311 1.5000000000000002 0.65450928381962881 423.23027064256206 1268.6169496378952 584.2493409029554 0.27149877149877155 0.067816091954023008 621.99340003303882 0.061553030303030311 0.19399641577060936 1806.8431918941753 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.16472868217054268 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 20 5 -5 6 7 -3 9 11 -11 12 -7 14 -14 17 -17 -16 19 -19 -2 22 -15 24 28 -25 27 -27 31 -30 36 32 33 47 -35 37 -31 -36 39 -34 42 -42 -40 44 -32 -45 -41 -1 49 -49
right_child=2 3 -4 4 -6 8 -8 -9 -10 10 -12 -13 13 21 15 16 -18 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 30 43 -33 38 34 35 -37 -38 -39 40 46 41 -43 -44 45 -46 -47 -48 48 -50 -51
leaf_value=-5.775846379371769e-05 0.00052495317759166944 -0.00086115742704588106 3.6764185998098866e-06 -1.5523765542641866e-05 -0.00027841877427516607 -0.00016941567877278002 -0.00031005042921992065 2.382471922671972e-05 -0.00016350103544854474 -0.00027766476446332592 7.0307066207928791e-05 -4.7530181728878623e-05 9.7464940576299288e-05 -0.00019677560768387696 0.00015640261234723093 0.00085980342590205735 -0.00071086526840060424 0.00068232955195770802 0.00021716816998377912 0.001399906468577683 7.5575048391184527e-05 -0.00013342368656885811 0.00035376558029248314 -6.5640819451285885e-06 -0.00088109676354280152 0.0025979659156873825 -0.0011130184016149977 0.00021813088993390871 -0.00011782818030352122 -7.9102148411779898e-05 5.9438676090130857e-05 0.00069759636341283724 0.0002223307379313114 -2.7773256768473359e-05 0.00018338368486597162 0.00017364630707619578 5.6200346221791495e-05 -5.8322345701490087e-05 -0.00071534133779399176 -0.00025817814003009827 -0.00018344189247396903 0.00018324084726704845 -0.00015227159849865802 -3.0389231321976568e-05 -4.5868672648917864e-05 -0.00020002535944745471 0.00020245636787185966 -0.00010888386819216483 -6.9994372039078114e-05 -0.00044405509178152726
leaf_weight=3911 64 23 86980 319 587 136 396 383 550 360 230 902 290 72 62 21 35 93 40 38 2734 250 161 130308 36 25 23 37 974 879 3573 36 1096 8568 330 1721 22469 1049 48 297 220 864 655 2249 2519 620 79 515 1345 459
leaf_count=3911 64 23 86980 319 587 136 396 383 550 360 230 902 290 72 62 21 35 93 40 38 2734 250 161 130308 36 25 23 37 974 879 3573 36 1096 8568 330 1721 22469 1049 48 297 220 864 655 2249 2519 620 79 515 1345 459
internal_value=0 -2.94962e-06 6.23754e-06 -7.5902e-05 -0.000185854 -5.12566e-05 -0.000166411 -2.63097e-05 -2.27523e-05 6.02537e-06 -0.000142015 4.76176e-05 0.000119256 0.000156224 0.000270254 0.000443641 -0.000121865 0.000579557 0.000732981 0.000890482 8.58539e-05 1.9529e-05 0.000183641 -9.97437e-07 1.14379e-05 -6.19613e-06 0.000557889 0.00117774 1.20277e-05 2.95328e-05 3.39752e-05 -1.54636e-05 -1.66769e-05 -2.90374e-05 5.16117e-06 9.61877e-05 5.11065e-05 -4.81164e-07 5.12053e-05 0.000124314 -9.0159e-06 0.000108822 -0.000190717 -1.06606e-05 1.58948e-05 -6.70481e-05 -0.000161396 -9.3087e-05 -0.000152669 -0.000266834
internal_weight=0 189853 89778 4948 906 4042 802 406 3240 2690 590 2100 1198 1062 579 289 56 233 171 131 2798 483 233 184905 54512 130393 85 62 54476 33283 32309 21193 21157 17898 11668 3100 23348 1379 3259 1472 1787 1084 703 8961 6092 2869 376 6230 2319 974
internal_count=279631 189853 89778 4948 906 4042 802 406 3240 2690 590 2100 1198 1062 579 289 56 233 171 131 2798 483 233 184905 54512 130393 85 62 54476 33283 32309 21193 21157 17898 11668 3100 23348 1379 3259 1472 1787 1084 703 8961 6092 2869 376 6230 2319 974
is_linear=0
shrinkage=0.05


Tree=489
num_leaves=51
num_cat=0
split_feature=5 3 1 1 10 8 7 1 13 5 6 0 14 12 13 6 14 1 4 0 14 10 13 4 5 0 14 0 1 8 4 1 10 6 13 5 13 7 3 14 0 0 8 10 10 0 1 5 4 13
split_gain=0.0020455 0.00495722 0.0131753 0.0078471 0.0111058 0.0152931 0.0136704 0.0129635 0.012656 0.0300359 0.0224795 0.0117812 0.0106554 0.0104192 0.00997822 0.0104005 0.0109983 0.00836975 0.0113867 0.0125412 0.0110856 0.0102405 0.0114719 0.0101831 0.00806318 0.0103053 0.0138971 0.00786063 0.00775122 0.00763071 0.00761318 0.0117405 0.0077858 0.00751012 0.00942325 0.0211026 0.0133028 0.012205 0.0211523 0.0119379 0.0115778 0.0114909 0.00936849 0.00887749 0.0189286 0.00877122 0.00932899 0.00875468 0.0102148 0.00739096
threshold=2.5000000000000004 23.500000000000004 2648.2431066574563 2790.319728588885 0.27842377260981915 1.5000000000000002 4.5000000000000009 2486.2186977821766 0.33712121212121215 3.5000000000000004 3.5000000000000004 757.83164246805711 0.46049896049896061 4.5000000000000009 0.037749287749287756 1.5000000000000002 0.22792207792207794 2627.3186063900753 4.5000000000000009 872.92399865907191 0.2022727272727273 0.22792207792207794 0.22792207792207794 3.5000000000000004 5.5000000000000009 928.78428753650576 0.66260162601626027 647.98630327695878 2519.2547660210666 1.0000000180025095e-35 7.5000000000000009 2790.319728588885 0.60232558139534886 3.5000000000000004 0.10762548262548265 4.5000000000000009 0.28708791208791212 1.5000000000000002 25.500000000000004 0.16496598639455784 924.13557371275863 928.78428753650576 1.0000000180025095e-35 0.91779279279279291 0.55718954248366026 1222.5833773881889 2669.2593881982461 5.5000000000000009 6.5000000000000009 0.42206477732793529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 11 13 -8 -10 -11 -6 33 14 -3 16 -16 18 19 20 23 27 -23 -9 25 26 -14 -20 -22 -29 32 -32 -4 34 39 36 41 -37 -39 47 43 -36 -35 44 -41 46 -38 48 -13 -44
right_child=1 3 30 -5 5 -7 8 17 9 10 -12 12 24 -15 15 -17 -18 -19 21 -21 28 22 -24 -25 -26 -27 -28 29 -30 -31 31 -33 -34 42 35 37 45 38 -40 40 -42 -43 49 -45 -46 -47 -48 -49 -50 -51
leaf_value=3.3463374186986841e-06 -9.6057423274526206e-06 -0.00060115071272858508 -0.00019120343558695307 -4.7449562730530636e-06 -0.00016616926926265783 4.4132217126231284e-05 -0.00037731979490545893 -6.8845802589374438e-06 0.0020221871725447102 0.00038691359959557308 -0.0014658119499720422 0.00090501968193248928 0.001909690181527389 -0.0007065057769701209 0.001887631685046169 0.00026997387829755243 0.00055155630310087711 -9.696579630487235e-06 5.3207535628166245e-05 -0.00077244043472762174 -0.00099719802034087496 0.0012101924041053281 -0.00027611917891615144 0.001119303840868251 0.00017829357458715688 0.00028191686076752378 0.00059974783260258852 8.5973652542299152e-05 8.9930093765740453e-05 -0.00067112762012380808 0.0002392496523594003 -0.00099657047010788861 -0.00059473236989232873 -0.00070999364998454277 -0.00072717418094113363 0.0010355835177636307 8.4521274215689665e-05 -0.00020785571650776548 0.0010285293638349813 0.0018740722909569741 0.00037720147839577088 0.00023797823038573067 -0.00011887781556502947 0.0019304846656591362 4.471145493293842e-05 -0.00034268942849046335 0.0012318188151659664 -0.00073059382964856933 -8.442615870845275e-06 0.00080110111140289952
leaf_weight=173433 78965 22 491 18354 120 4148 158 34 21 64 22 55 41 23 24 137 43 1540 59 38 20 20 37 49 49 40 40 38 91 268 152 22 158 39 98 84 37 88 57 26 67 45 61 31 31 34 34 20 69 34
leaf_count=173433 78965 22 491 18354 120 4148 158 34 21 64 22 55 41 23 24 137 43 1540 59 38 20 20 37 49 49 40 40 38 91 268 152 22 158 39 98 84 37 88 57 26 67 45 61 31 31 34 34 20 69 34
internal_value=0 -5.46494e-06 -1.168e-05 1.33116e-05 5.44499e-05 9.318e-05 0.000232054 -3.45358e-05 -9.2966e-05 0.000326921 -8.70394e-05 0.000303829 0.000356051 0.000307356 0.000410536 0.00051964 0.00103015 -7.33375e-05 -0.000223195 5.81843e-05 0.000220884 -0.000377887 0.000245394 0.000657974 0.000719413 0.000938545 0.00126281 -0.000475222 -0.000105949 -0.000577109 -0.000210701 8.29965e-05 -0.000289443 0.00028817 0.000347859 0.000209911 -0.000109663 0.000556 0.000278172 0.00056793 0.000872448 -0.000423455 -5.74915e-05 0.00124951 0.000879157 0.000317692 0.000633931 0.00024015 0.000396722 0.000210378
internal_weight=0 106198 79788 26410 8056 5613 1465 2443 265 107 86 1200 1080 249 226 204 67 2194 654 232 194 422 57 83 170 121 81 365 111 306 823 174 649 910 776 477 248 229 145 299 155 143 134 88 57 105 71 144 124 95
internal_count=279631 106198 79788 26410 8056 5613 1465 2443 265 107 86 1200 1080 249 226 204 67 2194 654 232 194 422 57 83 170 121 81 365 111 306 823 174 649 910 776 477 248 229 145 299 155 143 134 88 57 105 71 144 124 95
is_linear=0
shrinkage=0.05


Tree=490
num_leaves=51
num_cat=0
split_feature=7 2 3 6 13 14 4 4 12 0 0 13 1 12 14 13 1 9 0 14 10 14 10 14 12 0 14 13 9 8 14 14 3 13 14 8 0 10 9 13 10 5 10 8 1 10 3 13 5 4
split_gain=0.00204012 0.0074156 0.00671675 0.00758994 0.0134477 0.0194481 0.0172323 0.0140025 0.0127463 0.00983159 0.0170161 0.00920603 0.011895 0.00840288 0.00824769 0.00806344 0.00973101 0.0133555 0.0123997 0.0178161 0.00866183 0.0360113 0.012946 0.0162983 0.00973441 0.0098625 0.0181859 0.0158892 0.0144611 0.0134635 0.0176298 0.0245779 0.0189476 0.0146811 0.0177679 0.0134078 0.0110855 0.0103469 0.0112835 0.0101554 0.00979306 0.0124213 0.00954122 0.0191322 0.0165144 0.0152811 0.0115171 0.010984 0.00953508 0.00922961
threshold=2.5000000000000004 1.5000000000000002 28.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.11583184257602865 9.5000000000000018 10.500000000000002 3.5000000000000004 865.45763568221207 989.51400485044212 1.0000000180025095e-35 2936.4214567341296 10.500000000000002 0.27178030303030304 0.04819976771196284 3297.5540643465279 3.5000000000000004 1020.4796647730221 0.19399641577060936 0.96922348484848497 0.3623737373737374 0.967204301075269 0.19139194139194141 1.5000000000000002 1027.0057469844974 0.070598006644518277 0.40967365967365971 2.5000000000000004 2.5000000000000004 0.41801075268817212 0.27386363636363642 35.500000000000007 0.14142857142857146 0.12060606060606062 3.5000000000000004 1061.8284994139024 0.43050193050193059 2.5000000000000004 0.28708791208791212 1.0000000180025095e-35 4.5000000000000009 0.3623737373737374 4.5000000000000009 3297.5540643465279 0.19756097560975613 32.500000000000007 0.12060606060606062 5.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 8 -8 -7 -4 -11 12 -5 15 -10 16 18 -18 19 -6 22 -22 24 49 -17 40 36 29 35 30 31 33 37 34 -28 -29 -27 -33 -39 -35 41 -26 45 44 -44 -31 -45 -46 -43 -24
right_child=1 2 3 11 13 6 7 -9 14 10 -12 -13 -14 -15 -16 20 17 -19 -20 -21 21 -23 23 -25 25 26 27 28 -30 42 -32 32 -34 39 -36 -37 -38 38 -40 -41 -42 48 43 46 47 -47 -48 -49 -50 -51
leaf_value=1.437514078881395e-06 0.00090493403205817397 -2.5460362162572172e-05 0.00024463494115954508 -0.00079008346702903525 0.00154517476025614 -0.00040628364351707411 -0.0011853286257694261 0.00013037577764840708 0.00034497245849920814 -0.0019271582031847334 -0.00050355426557009773 -5.7928815123202515e-05 0.00035442225001130242 -0.00066378452911246288 0.0012497954136051705 0.00048895119484565909 0.00086625090145844299 -0.00030584629974327986 -0.00088135233787137884 -0.0003536752559011802 5.6549415391536188e-05 0.0018109859723297536 -0.00054565275338693312 -0.0012378626895242191 -0.00016812383701714378 -0.0012406161646619073 0.00051441097439788852 -0.00046262859095198415 0.00169655189383775 -0.00043217128408507433 -0.00068207716506619304 0.0006120761941102418 0.00014349913426687838 0.00068890927747805066 -0.00089954834402306005 0.0010322383987174059 -0.00028518880499900389 0.0028061611880548301 0.0011467312041315296 -0.00029800912238179557 0.0001363226004148693 0.0019081360763679681 -0.00020481110611734424 -0.00060852952592540535 -0.00068208964851995311 0.00077077062229694677 0.0009458729348037966 -0.0021537332118896301 0.0006231861292776774 0.00081408246648303855
leaf_weight=251174 22 22814 23 25 21 36 39 42 68 29 76 2365 247 33 40 157 128 30 28 30 127 38 26 41 30 38 33 30 26 66 52 22 45 83 68 30 151 20 21 38 948 22 38 22 21 44 26 32 42 24
leaf_count=251174 22 22814 23 25 21 36 39 42 68 29 76 2365 247 33 40 157 128 30 28 30 127 38 26 41 30 38 33 30 26 66 52 22 45 83 68 30 151 20 21 38 948 22 38 22 21 44 26 32 42 24
internal_value=0 -1.26881e-05 -1.33981e-05 3.55591e-05 9.01774e-05 -0.000199602 8.03187e-05 -0.000503112 0.000408498 -0.000691649 -0.00089674 -2.62463e-05 0.000249229 0.000129057 0.000680092 0.000139128 0.000417153 0.000643701 -3.59424e-05 0.000428204 0.000111219 0.000460601 8.49678e-05 -0.000498916 0.000110209 7.96844e-05 -4.09688e-05 7.40436e-05 0.000711612 -1.28517e-05 0.000173615 0.000308452 0.000927108 7.48378e-06 -0.000437562 0.000284805 -0.000477285 0.00148683 0.00195621 0.000378968 0.00018459 0.000671373 -0.000298918 -0.000574253 -0.00100029 4.90055e-05 0.000233438 -0.00157063 0.00106489 0.00010702
internal_weight=0 28457 28435 5621 2984 353 225 81 144 128 105 2637 272 2631 108 2598 237 158 79 51 2361 165 2196 91 2105 1948 906 717 86 631 382 330 108 222 101 60 189 63 41 121 1042 94 249 139 91 110 48 53 64 50
internal_count=279631 28457 28435 5621 2984 353 225 81 144 128 105 2637 272 2631 108 2598 237 158 79 51 2361 165 2196 91 2105 1948 906 717 86 631 382 330 108 222 101 60 189 63 41 121 1042 94 249 139 91 110 48 53 64 50
is_linear=0
shrinkage=0.05


Tree=491
num_leaves=51
num_cat=0
split_feature=3 1 7 1 4 0 5 3 1 14 10 4 13 5 6 0 14 13 10 0 0 10 10 6 10 9 13 13 10 4 0 10 0 1 10 14 5 14 0 9 5 0 13 13 9 14 3 10 4 14
split_gain=0.00205163 0.0117274 0.00830417 0.00768157 0.00719197 0.00641474 0.00614181 0.00596183 0.00588348 0.00619669 0.00705176 0.00979017 0.00658003 0.00570498 0.00553215 0.0108836 0.00551894 0.00530757 0.00697026 0.010335 0.00673845 0.0076034 0.00773813 0.00733604 0.012718 0.00640582 0.0059755 0.00533215 0.00626214 0.00525283 0.0108473 0.0114108 0.012689 0.00608008 0.00584446 0.00721593 0.00601777 0.00546904 0.00625968 0.00739366 0.00526341 0.00647477 0.00524598 0.0101491 0.00807393 0.00532177 0.00542736 0.00520609 0.00514006 0.00510832
threshold=15.500000000000002 1723.9474886893252 1.5000000000000002 1848.9026265255354 2.5000000000000004 933.44303385326884 1.5000000000000002 14.500000000000002 1799.7773659418742 0.13100686498855837 0.13100686498855837 5.5000000000000009 0.79772727272727284 1.0000000180025095e-35 1.0000000180025095e-35 899.47091450355208 0.49418604651162795 0.24695121951219515 0.05634920634920635 547.80228560409705 719.33492945964201 0.83558558558558571 0.77598566308243744 1.0000000180025095e-35 0.58434959349593507 2.5000000000000004 0.6198686371100165 0.30860805860805868 0.30860805860805868 5.5000000000000009 1289.0088005912796 0.88303693570451447 815.90331358780702 1296.6554433215954 0.49418604651162795 0.22792207792207794 3.5000000000000004 0.13100686498855837 570.24145417226862 2.5000000000000004 3.5000000000000004 778.64491060969465 0.70135135135135152 0.47140522875816998 2.5000000000000004 0.24190177638453506 16.500000000000004 0.92724867724867732 3.5000000000000004 0.68301435406698574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 5 17 -4 6 7 16 -9 10 11 -10 -11 -6 -8 47 -3 -2 19 49 26 22 23 24 25 27 -20 -22 -29 -1 31 33 40 -31 36 -36 37 38 39 -35 -33 -42 43 44 -21 -46 -47 -16 -44 -19
right_child=3 2 4 -5 13 -7 14 8 9 12 -12 -13 -14 -15 15 -17 -18 18 20 42 21 -23 -24 -25 -26 -27 -28 28 -30 30 -32 32 -34 34 35 -37 -38 -39 -40 -41 41 -43 48 -45 45 46 -48 -49 -50 -51
leaf_value=-2.106464955303066e-06 7.0502644577942464e-05 -0.00010530890920027166 -0.00063745804415033251 2.5369771072400662e-08 3.7564924056318383e-05 -0.00019927525084250733 -3.2386766399106231e-05 0.00010906498481225765 -0.00030643898706207592 4.1990301796503901e-05 -5.532861154825962e-05 -0.001484371190996502 -0.00040896769018967038 -0.00028442600066438571 -0.00016567542530418621 -0.00052848584614860429 8.1257880222131211e-05 0.00039011105978196221 -0.00012778717168714381 0.00020531513463667046 -0.00038110086724262336 -1.4292551784032658e-05 0.00047367018822539787 8.7333091270199795e-06 0.00059839937362333095 0.00043707914455444556 1.580623859207676e-05 -0.00017577443920389836 0.00030956143463337044 0.00041149472297664978 0.0012058225640794262 1.0286683246331976e-05 -0.00020908169619759544 -0.00074942126186608622 0.00041392064565997093 0.00011365039593499909 0.00063782729089214673 5.4326568737549834e-05 3.9127840714341066e-05 0.00033408865449018776 0.00064181661629993114 -8.6214444448929643e-05 -0.00029781925947164009 0.00044163040796487812 5.6620546404571677e-05 -0.00029926169151318996 -0.0012476396995638921 6.5229682482306178e-05 0.00015524099304958986 0.0013259061854332685
leaf_weight=140585 6857 1817 91 105581 225 614 2125 1620 89 1673 232 22 85 354 990 175 507 35 1606 198 78 3256 137 1143 165 100 1320 122 146 155 20 2542 732 74 256 916 41 1738 108 20 74 52 136 228 56 48 22 324 116 25
leaf_count=140585 6857 1817 91 105581 225 614 2125 1620 89 1673 232 22 85 354 990 175 507 35 1606 198 78 3256 137 1143 165 100 1320 122 146 155 20 2542 732 74 256 916 41 1738 108 20 74 52 136 228 56 48 22 324 116 25
internal_value=0 -3.75069e-06 -5.36901e-05 4.89038e-06 -0.000224244 -4.25667e-05 -3.26051e-05 -1.77688e-06 3.7465e-05 -1.7743e-05 -0.000212144 -0.000539903 2.01863e-05 -0.0001593 -8.41702e-05 -0.000158072 -6.46078e-05 3.74124e-05 1.20235e-05 0.000147 -2.42216e-06 3.20202e-05 0.000111763 8.34958e-05 0.000223354 8.46043e-05 -6.30082e-05 -1.7267e-05 8.8625e-05 -4.09921e-08 4.31181e-05 3.96515e-05 -2.46729e-05 0.000105765 9.07353e-05 0.000179238 3.8375e-05 2.57062e-05 -0.000220543 -0.000518887 2.5922e-05 0.000341359 9.97597e-05 0.000186055 6.20529e-06 -0.000306682 -0.000597323 -0.00010874 -8.92677e-05 0.000780026
internal_weight=0 158256 10943 121375 670 10273 9659 6045 3721 2101 343 111 1758 579 3614 1489 2324 15794 8937 864 8073 5147 1891 1754 611 446 2926 346 268 147313 6728 6708 3400 3308 3153 1172 1981 1940 202 94 2668 126 804 552 324 126 70 1314 252 60
internal_count=279631 158256 10943 121375 670 10273 9659 6045 3721 2101 343 111 1758 579 3614 1489 2324 15794 8937 864 8073 5147 1891 1754 611 446 2926 346 268 147313 6728 6708 3400 3308 3153 1172 1981 1940 202 94 2668 126 804 552 324 126 70 1314 252 60
is_linear=0
shrinkage=0.05


Tree=492
num_leaves=51
num_cat=0
split_feature=7 3 0 1 11 13 13 14 1 0 0 1 0 13 3 14 1 13 14 13 5 5 13 14 4 14 5 9 4 13 10 3 10 13 12 6 6 14 10 1 5 10 6 10 10 12 6 14 0 0
split_gain=0.0019632 0.00391275 0.00924402 0.00795465 0.00766475 0.0141127 0.00670992 0.010446 0.0149785 0.0121364 0.0111331 0.00614372 0.00610256 0.00950101 0.0114635 0.00941968 0.011414 0.00910408 0.0168857 0.00640832 0.00738921 0.0058534 0.00794408 0.0103433 0.0124407 0.0116699 0.0157583 0.00977099 0.00857371 0.00753545 0.00961761 0.0115588 0.0132047 0.0153318 0.00911361 0.00961923 0.00876532 0.0085646 0.00805944 0.0143218 0.0117414 0.0117255 0.0103331 0.00830563 0.00962613 0.00798285 0.00899352 0.00760936 0.00753927 0.0115418
threshold=1.5000000000000002 13.500000000000002 789.71738991915538 1594.8741267876551 0.07362240289069559 0.45080645161290328 0.098780487804878067 0.53410852713178303 1078.4936918882042 1095.150540518749 1222.5833773881889 1594.8741267876551 1001.157454449629 0.19756097560975613 10.500000000000002 0.24190177638453506 1368.7962938988553 0.65450928381962881 0.18065268065268067 0.3816526610644258 2.5000000000000004 3.5000000000000004 0.17445652173913045 0.029857397504456332 8.5000000000000018 0.037749287749287756 8.5000000000000018 3.5000000000000004 9.5000000000000018 0.73431372549019625 0.48074074074074075 22.500000000000004 0.58898944193061853 0.34891304347826091 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 0.6478537360890303 0.15849282296650721 1778.8898850546445 10.500000000000002 0.13714733542319751 1.5000000000000002 0.16843971631205676 0.17752100840336138 1.5000000000000002 1.0000000180025095e-35 0.3133928571428572 786.89210308344707 767.97453251559966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 8 -4 -9 11 -10 19 14 -14 17 -17 18 -15 20 -8 -5 -23 24 -24 26 28 29 -25 30 34 32 33 -32 38 -36 48 -34 41 -40 42 -27 -41 -44 -45 46 -35 -43 49 -33
right_child=-2 3 4 21 5 -7 12 9 10 -11 -12 -13 13 15 -16 16 -18 -19 -20 -21 -22 22 23 25 -26 27 -28 -29 -30 -31 31 36 37 45 35 -37 -38 -39 39 40 -42 47 43 44 -46 -47 -48 -49 -50 -51
leaf_value=-1.6434648050830286e-06 -7.353918886629388e-06 6.0646341787083846e-05 0.0012553324855980464 1.4121688369176135e-05 -0.001721982938470319 9.4080569840076839e-05 3.9227562898398251e-05 -0.00035158431713636854 -0.00045431724280157098 -0.001461364471470006 0.0010220867255702616 -7.7632477597412076e-05 0.00019165443809470163 0.00089997712566400887 -0.0011861479115815692 0.00035870555734618392 0.0016256266203708949 -0.0010819305037148297 -0.00089947541131219953 -0.00016301089196250733 -0.00066149573544046299 1.5419652698331478e-05 -0.0001370757886655377 0.00038841642908173037 -0.0016385126909219914 -2.0451303868431568e-05 0.0015683488056917366 -0.00018242044941758158 -0.00055207779796253296 4.69859055774722e-05 -0.00057681459709429028 -0.00013906306827201847 -7.2894193371527948e-05 0.0003390514210574717 -0.001346726681610259 -0.00018013753248865148 0.00068859124395221824 -0.00033868334280291149 -0.00022077347939425699 0.00019430176778384176 0.0011617860679204266 -0.00019555410642417635 0.0008654766557738185 -0.0010256193258683197 -2.8143312140865196e-05 0.00016396858921360012 -0.00068146663526293843 -0.00094112696377643662 4.1029007344128957e-05 -0.0013678378286346307
leaf_weight=106124 68517 7059 20 64552 20 23 1065 205 148 28 20 403 36 32 26 160 20 20 22 943 39 13775 37 111 22 2308 24 1092 31 2769 318 113 4496 30 24 67 49 325 345 1403 27 88 25 25 744 158 77 56 1587 23
leaf_count=106124 68517 7059 20 64552 20 23 1065 205 148 28 20 403 36 32 26 160 20 20 22 943 39 13775 37 111 22 2308 24 1092 31 2769 318 113 4496 30 24 67 49 325 345 1403 27 88 25 25 744 158 77 56 1587 23
internal_value=0 2.38671e-06 -4.17963e-06 9.44308e-06 -8.75072e-05 -0.0007506 -7.85605e-05 -0.000201419 -8.96387e-05 -0.000484948 -0.000136748 -0.000178811 -3.57185e-05 0.000168789 -0.000386134 0.000304243 0.000499475 -0.000170646 0.000166867 -6.72888e-05 1.44738e-05 5.62639e-06 -1.25629e-05 -3.61038e-05 -0.000696934 -3.3714e-05 0.000383375 -3.80014e-05 0.000183097 -2.75275e-05 -4.43185e-05 -8.16536e-05 -0.000117991 -0.000342747 8.09085e-06 -0.000487809 2.91646e-05 -9.08119e-05 1.70785e-05 7.89664e-05 0.000125464 -4.77624e-05 0.000112728 -3.14133e-05 -6.0571e-05 -6.18655e-05 -0.00039534 -0.000485499 1.04113e-05 -0.000346871
internal_weight=0 211114 109354 101760 3230 43 3187 824 591 233 571 551 2363 316 62 254 180 74 54 2047 1104 94701 30149 16374 59 16315 166 16149 142 15057 12288 7176 5404 583 5112 91 1772 4821 5021 2569 2224 2452 2197 794 769 265 107 144 1723 136
internal_count=279631 211114 109354 101760 3230 43 3187 824 591 233 571 551 2363 316 62 254 180 74 54 2047 1104 94701 30149 16374 59 16315 166 16149 142 15057 12288 7176 5404 583 5112 91 1772 4821 5021 2569 2224 2452 2197 794 769 265 107 144 1723 136
is_linear=0
shrinkage=0.05


Tree=493
num_leaves=51
num_cat=0
split_feature=2 1 3 13 11 10 3 0 10 10 11 13 6 13 0 10 7 13 6 0 0 14 14 6 8 1 0 0 7 3 0 5 8 13 8 7 3 4 0 0 1 5 5 0 1 9 1 1 13 1
split_gain=0.00202376 0.00686274 0.00728197 0.00678971 0.0112958 0.0111013 0.0092306 0.00971373 0.0161306 0.0100265 0.0106239 0.0114644 0.00842489 0.00835276 0.021254 0.00736974 0.0130605 0.0125589 0.0105281 0.0102799 0.0105238 0.00815848 0.0132715 0.00799719 0.00843667 0.0105043 0.0149507 0.00977703 0.00781597 0.0105719 0.00977674 0.00749078 0.00748388 0.0185231 0.0137327 0.0106052 0.00889879 0.0101907 0.00871759 0.0156649 0.00735704 0.0104455 0.00726918 0.0072415 0.00723333 0.0119894 0.0075115 0.0117262 0.00722113 0.00702715
threshold=2.5000000000000004 3007.5741317529969 31.500000000000004 0.46291208791208799 0.34698996655518399 0.036375661375661381 35.500000000000007 493.58496387396872 0.59761904761904772 0.084523809523809543 0.037749287749287756 0.84731934731934744 1.0000000180025095e-35 0.56330128205128216 1061.8284994139024 0.94201680672268917 6.5000000000000009 0.76568627450980398 3.5000000000000004 789.71738991915538 858.45016876509555 0.087595907928388769 0.23166368515205729 4.5000000000000009 4.5000000000000009 2715.3598764542044 947.46592333298213 907.74089229267565 4.5000000000000009 23.500000000000004 755.3515593304021 6.5000000000000009 3.5000000000000004 0.85092592592592597 5.5000000000000009 4.5000000000000009 23.500000000000004 6.5000000000000009 821.95600019910705 726.03325916382551 2606.2997478250472 6.5000000000000009 2.5000000000000004 752.62734794289941 1625.8069352355453 2.5000000000000004 2669.2593881982461 2588.1722553952563 0.62731481481481499 2063.0309978427954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 8 12 44 15 -12 -7 14 -8 -11 17 21 32 -20 -21 40 28 24 25 -24 -27 -26 29 30 -23 -31 35 -34 38 36 37 49 39 -35 48 -42 -32 -18 45 -9 47 -46 -17 -19
right_child=3 2 -4 4 -6 6 13 9 -10 10 11 -13 -14 -15 -16 16 43 18 19 20 -22 22 23 -25 27 26 -28 -29 -30 31 42 -33 33 34 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 46 -47 -48 -49 -50 -51
leaf_value=3.1349792966437632e-06 1.5629005165437823e-06 0.00016060270299659801 0.000982040238644307 5.0820157992567276e-05 -0.00068553954107651062 -2.0538225178325315e-05 -0.00021732283057644965 -0.00069122777433177566 -0.00011758945622212334 -4.0881750790961936e-05 0.0010739817849493452 -0.00035682848288810684 0.00011423799601171558 9.5070289272963774e-05 0.0015805039385200612 0.00091146311622911265 -0.00023054847001533391 0.00014743102508850539 0.00014727580614749399 -0.0015398351829499007 -0.00037588093168203901 -0.0004551933276011244 -0.00016439262172433569 -0.00095334113941663093 -2.7704562637067976e-06 0.0016855274105910213 4.0964572690427307e-06 -0.0015110669728032504 -0.0014438132665908108 0.00018032234036771983 -0.00050152869489802812 -0.00064829985368187017 0.0018379334814380855 0.0010818748450089645 -0.00066382756181569268 0.0010230382107218484 -0.00090807934543893983 0.00043905349718105946 0.0012984768935264304 -0.00087337027827743456 -0.00080639992985397405 0.00056488649542665197 -0.0015003223734051322 0.00084489717242386365 -0.00011348584198018334 -4.968895233202484e-05 -0.00042395473605470871 0.00078009090253473054 -0.00011948294219716143 -0.00047308778055055346
leaf_weight=163715 88983 268 30 4031 65 2020 31 164 1840 12444 42 21 2722 221 35 35 23 79 67 25 87 109 262 31 21 20 39 22 26 67 27 46 20 21 33 23 30 89 26 20 41 21 56 49 1085 131 189 38 33 108
leaf_count=163715 88983 268 30 4031 65 2020 31 164 1840 12444 42 21 2722 221 35 35 23 79 67 25 87 109 262 31 21 20 39 22 26 67 27 46 20 21 33 23 30 89 26 20 41 21 56 49 1085 131 189 38 33 108
internal_value=0 3.57134e-06 0.000243298 -5.06622e-06 -2.7213e-05 -2.56025e-05 -3.92703e-05 -4.29042e-05 8.06807e-06 -6.43145e-05 -5.07944e-05 0.000597045 5.68259e-05 0.000242478 0.00073607 -5.37097e-05 -0.0001563 -0.000188208 -1.83893e-05 -0.000342626 -0.000635692 -0.000312794 -0.000378114 -0.00018242 -0.000116764 -2.86622e-05 0.000574073 -0.000774457 -0.000611646 -0.000540707 -0.000766539 -0.000156993 0.000110872 0.000448873 0.000171061 -1.24108e-05 -9.02387e-05 -1.343e-06 0.000582274 0.000128097 5.19884e-05 -0.000341932 -0.00117541 0.000501352 -0.00018263 -0.000406341 -0.000132329 -8.32491e-05 0.000411151 -0.000210943
internal_weight=0 164013 298 115618 26635 26570 22539 22252 6582 15670 14063 63 4742 287 66 14000 1556 1484 628 179 112 856 726 395 364 321 59 43 331 305 192 113 449 120 100 329 306 276 67 41 130 62 83 72 1607 295 1312 1123 68 187
internal_count=279631 164013 298 115618 26635 26570 22539 22252 6582 15670 14063 63 4742 287 66 14000 1556 1484 628 179 112 856 726 395 364 321 59 43 331 305 192 113 449 120 100 329 306 276 67 41 130 62 83 72 1607 295 1312 1123 68 187
is_linear=0
shrinkage=0.05


Tree=494
num_leaves=51
num_cat=0
split_feature=7 2 3 5 9 12 0 4 14 14 7 5 10 3 5 10 10 13 12 10 13 5 3 0 0 0 8 0 8 0 7 0 10 10 13 10 10 5 12 14 10 13 7 4 13 13 13 10 10 14
split_gain=0.0020351 0.0059866 0.00615391 0.00816722 0.00815984 0.00605466 0.00529311 0.00667725 0.0117019 0.0177791 0.00979258 0.00945105 0.00944304 0.0101551 0.0068483 0.00766101 0.00968482 0.00962667 0.00822038 0.00759922 0.00627491 0.0107898 0.00873442 0.0112774 0.0072147 0.00616726 0.00499508 0.00492415 0.00537647 0.00986105 0.00472438 0.00459779 0.00472463 0.0043164 0.00506795 0.00422558 0.0100744 0.00729915 0.00466382 0.00408479 0.00998391 0.00372714 0.0106019 0.0153137 0.010436 0.00630556 0.0133421 0.00629112 0.00605904 0.0116399
threshold=5.5000000000000009 3.5000000000000004 48.500000000000007 7.5000000000000009 2.5000000000000004 2.5000000000000004 595.95723742643202 5.5000000000000009 0.070598006644518277 0.1012820512820513 8.5000000000000018 4.5000000000000009 0.18834459459459463 36.500000000000007 8.5000000000000018 0.45080645161290328 0.95293466223698797 0.12060606060606062 2.5000000000000004 0.63762626262626265 0.35388994307400384 6.5000000000000009 25.500000000000004 1173.0767376433671 1113.5670458188422 1070.0586822807675 1.5000000000000002 1086.8692189335923 3.5000000000000004 920.13071123443217 13.500000000000002 995.44446815408207 1.0000000180025095e-35 0.039230769230769243 0.05634920634920635 0.15849282296650721 0.36474501108647456 3.5000000000000004 3.5000000000000004 0.34891304347826091 0.30860805860805868 0.069366479550922219 8.5000000000000018 3.5000000000000004 0.033908045977011504 0.10762548262548265 0.12060606060606062 0.87138130686517801 0.95742753623188415 0.22361111111111112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 27 5 -5 -2 30 10 -10 11 -9 26 14 15 25 17 19 -19 -17 21 22 -18 -24 -22 -14 -11 28 31 -30 41 32 -3 -34 -35 -36 37 -37 -38 40 -6 42 44 -44 -8 47 -47 -43 49 -46
right_child=1 2 -4 4 39 -7 7 8 9 12 -12 -13 13 -15 -16 16 20 18 -20 -21 24 -23 23 -25 -26 -27 -28 -29 29 -31 -32 -33 33 34 35 36 38 -39 -40 -41 -42 45 43 -45 48 46 -48 -49 -50 -51
leaf_value=3.987064574509342e-07 -0.00053835666058437218 0.00076039760954727453 0.00082276041544641237 -0.00027280397165062217 -0.0014984719614774267 0.00087555292252959171 -0.00041825407097348947 0.00021791742528876057 0.00093179387928868981 -0.00018222787389277073 -0.0016337776331717827 -0.00091139870306836785 0.00078395751549798106 0.00045678945607830558 0.00067296909844680208 0.0005644501297779027 4.3896175557165404e-05 -0.00071195838556341903 -0.0018682864663953132 -0.00071436299499160112 0.00073970260289368329 0.0006273185422469396 -0.0019958060281351211 -0.00035532242459753024 -0.00026131785723717058 -0.00031240696629063918 -0.00097619820263879296 -0.00040070736025826949 0.00023359380084829438 0.001572593067539856 -0.00052866190018859211 -0.00056761070930709436 -0.00052927241429089284 -0.00043025017304379232 0.00071158644187057187 -0.00091773777646173178 0.00086453759985964836 0.00029002326720563526 8.3039705308952507e-05 -0.00013298906316678669 -0.00015093461557366287 -0.00095854272057684813 0.00019864777082497875 0.0017255428615195951 -0.00068903879458688338 0.0011030161712335905 -2.7435306603773807e-05 -4.0631498413858943e-05 0.00099757399226431376 0.00070151771035264522
leaf_weight=277209 63 33 28 24 27 22 86 32 38 32 22 44 29 70 21 21 25 51 22 26 36 20 20 22 36 23 52 33 44 20 41 21 23 28 45 29 42 22 35 37 28 35 52 24 27 27 784 40 26 34
leaf_count=277209 63 33 28 24 27 22 86 32 38 32 22 44 29 70 21 21 25 51 22 26 36 20 20 22 36 23 52 33 44 20 41 21 23 28 45 29 42 22 35 37 28 35 52 24 27 27 784 40 26 34
internal_value=0 -4.56338e-05 0.000100944 6.15468e-05 -0.000267323 0.00027641 -8.77915e-05 -7.21779e-05 -0.000201868 -0.000111265 -0.000704809 -0.000435897 -0.000189597 -9.32292e-05 -0.000202608 -0.000258158 -0.000362006 -0.000701101 -0.00106044 -0.000142978 -0.000106085 -0.000391833 -0.000696057 -0.00113651 0.000239192 0.000299027 -0.000673733 0.000182571 0.000238852 0.000652031 -1.37746e-06 0.000143732 0.000201857 0.000119572 0.000193818 0.000294824 0.000148305 -0.000396743 0.000509311 -0.00053919 -0.000812453 1.76698e-05 0.000188584 0.000680825 -2.76611e-05 -3.03635e-05 1.01999e-05 -0.00046899 0.000358442 8.60255e-05
internal_weight=0 2422 541 513 138 46 1881 1818 642 544 98 76 506 422 352 331 279 120 73 47 159 87 67 42 72 52 84 375 342 64 1176 278 257 224 201 173 128 51 77 92 55 1135 249 76 173 886 811 75 87 61
internal_count=279631 2422 541 513 138 46 1881 1818 642 544 98 76 506 422 352 331 279 120 73 47 159 87 67 42 72 52 84 375 342 64 1176 278 257 224 201 173 128 51 77 92 55 1135 249 76 173 886 811 75 87 61
is_linear=0
shrinkage=0.05


Tree=495
num_leaves=51
num_cat=0
split_feature=3 1 1 14 14 6 1 7 0 14 5 1 0 3 5 14 0 14 0 14 13 0 0 1 0 9 10 9 10 10 2 13 10 6 4 6 10 6 14 12 0 1 14 1 0 12 0 10 10 0
split_gain=0.00201124 0.00991293 0.00667607 0.00520648 0.00498916 0.00488821 0.00563024 0.00472405 0.00718708 0.00700719 0.00459797 0.00510067 0.00473716 0.00441774 0.00684932 0.00440412 0.0103844 0.00937115 0.0088318 0.0316963 0.0315957 0.00790619 0.00922679 0.00816783 0.00632642 0.00644925 0.0139672 0.0125202 0.00837058 0.00614284 0.0093499 0.00893914 0.00867478 0.0081878 0.00607649 0.00542488 0.00533243 0.00802958 0.00648603 0.00593667 0.00531755 0.00531245 0.00521911 0.00607198 0.00934309 0.00801869 0.00505201 0.0148588 0.0136486 0.0084443
threshold=17.500000000000004 2001.0640350640863 1894.0094888517563 0.5270467836257311 0.36939571150097467 1.0000000180025095e-35 2128.0092764220458 1.5000000000000002 607.80887334671706 0.52440476190476204 2.5000000000000004 2027.995243810725 1054.4749595559522 16.500000000000004 1.0000000180025095e-35 0.23166368515205729 1364.7041533538422 0.11583184257602865 1321.1033005038273 0.76533166458072599 0.24695121951219515 423.23027064256206 685.91664402168703 1029.6061881601233 1146.5960345662522 2.5000000000000004 0.5270467836257311 1.5000000000000002 0.65450928381962881 0.063508064516129045 2.5000000000000004 0.23166368515205729 0.1126984126984127 1.5000000000000002 6.5000000000000009 2.5000000000000004 0.30860805860805868 3.5000000000000004 0.22792207792207794 1.5000000000000002 498.23485570905876 1268.6169496378952 0.16496598639455784 1791.9611273778253 983.43194644661196 4.5000000000000009 584.2493409029554 0.27149877149877155 0.067816091954023008 621.99340003303882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 7 4 5 6 13 8 -2 -10 12 -12 -5 14 -3 16 17 24 -17 20 -20 -19 23 -23 25 26 -1 -28 41 34 -31 33 35 -32 -25 -33 37 38 -34 40 -40 -29 43 -24 -45 -46 47 -27 -48 -50
right_child=2 3 -4 10 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 18 -18 21 19 -21 -22 22 42 29 -26 46 27 28 -30 30 31 32 36 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 44 45 -47 48 -49 49 -51
leaf_value=-8.7893709180822567e-05 0.00074214648561213509 0.00014769196606334665 3.7209683927303285e-06 -9.5521706897371201e-05 8.617936645624911e-05 -0.000131827881948832 -0.00022665017145130544 4.4087508392515735e-05 0.00029659145927875632 -3.0216019390446182e-05 -0.00077811665405533867 -0.00018407990658937686 -0.00062747993972152478 6.5313927107728685e-05 -0.00032003338087901393 -6.3687163487081519e-06 -0.00083803216047171095 -0.00010047237580408229 0.0024646919816732407 -0.0010817843469102745 0.00016373199099246915 -2.9577266564651132e-05 6.6783316347700098e-05 0.00013030601605150164 0.00064772049728263582 0.0002106632212944798 -2.632564653528573e-05 0.00017412039456041496 0.00016448105672783276 0.00010415590918765456 4.8212243179842662e-05 -0.00020090933842919047 2.1224256353302083e-05 0.00027972050737541096 0.00071029450645374199 -0.0010062200239520859 -4.7185032066983823e-05 0.00097246593493036928 0.00030435431108344346 0.00011405527374710587 0.001346307752421126 -5.5893891498986261e-05 -2.3726147321032123e-05 -9.6119896054174252e-05 8.9998606287096036e-05 0.00089735301701503612 -0.00017906301256767585 -0.00015360074222042658 -0.00017275026455143401 0.00017422480146533586
leaf_weight=6230 55 127 86980 598 576 1759 268 2082 359 302 64 83 45 1224 204 130308 36 1156 25 23 37 2406 4457 2473 36 1096 8568 330 1721 5668 3130 423 923 435 46 22 2433 25 24 68 25 1049 8148 1270 108 43 703 376 220 864
leaf_count=6230 55 127 86980 598 576 1759 268 2082 359 302 64 83 45 1224 204 130308 36 1156 25 23 37 2406 4457 2473 36 1096 8568 330 1721 5668 3130 423 923 435 46 22 2433 25 24 68 25 1049 8148 1270 108 43 703 376 220 864
internal_value=0 -2.91599e-06 6.16642e-06 -7.27588e-05 -5.04026e-05 -7.23655e-05 -1.49906e-05 8.2187e-05 0.000192974 0.000147279 -0.000190426 -0.000442708 -0.000132751 2.14883e-05 -0.000140574 -1.04702e-06 1.08875e-05 1.14485e-05 -6.03637e-06 0.000503463 0.00109154 2.79967e-05 3.26193e-05 5.62064e-05 -1.45398e-05 -1.56667e-05 -2.74465e-05 4.82866e-06 9.09351e-05 6.93568e-05 5.56797e-05 1.90836e-05 -3.27931e-05 7.64608e-05 0.000140897 -0.000240722 -6.34122e-06 8.69668e-05 6.56807e-05 0.000416393 0.000835963 -8.50589e-07 2.17926e-06 3.8089e-05 -5.19115e-05 0.000319907 4.90264e-05 0.000117618 -7.47405e-06 0.000103806
internal_weight=0 189853 89778 4948 4158 3582 1823 2798 716 661 790 147 643 1555 331 184905 54512 54476 130393 85 62 33283 32127 18101 21193 21157 17898 11668 3100 15695 13176 7508 3943 3565 2519 445 3498 1065 1040 117 49 1379 14026 5878 1421 151 3259 1472 1787 1084
internal_count=279631 189853 89778 4948 4158 3582 1823 2798 716 661 790 147 643 1555 331 184905 54512 54476 130393 85 62 33283 32127 18101 21193 21157 17898 11668 3100 15695 13176 7508 3943 3565 2519 445 3498 1065 1040 117 49 1379 14026 5878 1421 151 3259 1472 1787 1084
is_linear=0
shrinkage=0.05


Tree=496
num_leaves=51
num_cat=0
split_feature=1 4 9 4 9 13 3 14 13 13 3 7 13 8 14 14 3 13 13 2 0 13 4 5 9 8 14 0 13 2 12 3 7 13 7 10 4 0 13 5 0 14 0 1 14 14 14 13 14 10
split_gain=0.00201311 0.0099382 0.00932038 0.00734097 0.00917928 0.00811995 0.0141013 0.0119604 0.00794582 0.0161805 0.0105682 0.00713504 0.0067409 0.00925467 0.00580089 0.0123475 0.01074 0.00969308 0.00914952 0.0165631 0.0132701 0.0109291 0.0101224 0.00931596 0.00757373 0.00677247 0.00838767 0.00948953 0.0162811 0.00645635 0.00635083 0.00542804 0.00959095 0.0137996 0.0145148 0.00616542 0.00549129 0.0121426 0.0107455 0.0103572 0.00796155 0.00786348 0.00711021 0.00589464 0.0122696 0.0163853 0.0148431 0.022968 0.0170106 0.0116033
threshold=4197.4883033117148 4.5000000000000009 4.5000000000000009 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 41.500000000000007 0.099019607843137278 0.56330128205128216 0.36474501108647456 41.500000000000007 2.5000000000000004 0.23606811145510839 2.5000000000000004 0.11237373737373739 0.091966173361522213 39.500000000000007 0.098780487804878067 0.13680926916221037 3.5000000000000004 1146.5960345662522 0.077677224736048281 11.500000000000002 6.5000000000000009 3.5000000000000004 5.5000000000000009 0.14119601328903655 1078.5099592134823 0.13680926916221037 3.5000000000000004 7.5000000000000009 39.500000000000007 5.5000000000000009 0.072299651567944254 2.5000000000000004 0.97467948717948727 12.500000000000002 916.44505744395212 0.074537037037037054 3.5000000000000004 967.10338307104212 0.21807065217391305 1027.0057469844974 3906.2051313837133 0.28730158730158734 0.30495169082125612 0.16064516129032261 0.21807065217391305 0.12632978723404256 0.084523809523809543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 -2 3 4 -3 6 7 -5 9 12 -11 -8 14 -14 15 18 24 -17 19 23 21 -21 -20 -7 -16 26 -18 -28 29 -29 -31 36 33 -33 -35 -34 43 -38 39 41 -40 -39 -42 -1 46 -46 48 49 -45 -48
right_child=1 2 -4 5 -6 8 11 -9 -10 10 -12 -13 13 -15 16 17 25 -19 22 20 -22 -23 -24 -25 -26 -27 27 28 -30 30 -32 32 35 34 -36 -37 37 38 40 -41 42 -43 -44 44 45 -47 47 -49 -50 -51
leaf_value=2.196406067440411e-07 -0.00086254141305720344 0.00099552377492987689 0.00067284031703655441 -0.00024738322352749057 -0.00014162742655672548 -6.1966301048717784e-05 -0.00052607589990973644 -0.0016663727269395059 -0.00081405453712443091 0.001327667063534526 -1.8326216784771531e-05 0.00068289409816945691 2.5844670810990718e-05 -0.0009884552688479585 -0.00077414149214746438 0.0014191431031698207 -0.00065784199084321579 -1.9101356156170367e-06 0.0011433935776773479 -0.00062653162388033384 -0.0011792311474553073 0.00087263799650827423 -0.00012433325764504843 0.0011423122551115319 0.00024252599510161772 -0.00061235305678565056 -0.0006209871249739081 0.0006328626500195539 0.0016225747487017845 0.00024388862697047775 -0.00075407202774658807 0.001402676154726318 0.00016176692176475581 -0.0008778729587158358 0.00066327678307425233 -0.00064618256592163543 -0.00068509836681187155 -0.00024716632547400273 0.00098583861355386348 0.0013540199791714259 -0.00069233501797557001 0.00096708312921691688 0.00013258038909196943 -4.5303661773248806e-05 -0.001829759671818465 -0.00032988330387564746 0.0016263669757172465 -0.00051491152235636644 -0.00078904898832661281 0.0004455761385953895
leaf_weight=277139 38 35 44 27 36 42 23 33 33 35 25 26 44 46 90 30 28 20 31 31 51 20 32 26 23 35 25 49 24 44 25 35 83 22 50 33 35 30 23 40 31 24 166 386 21 137 25 60 96 124
leaf_count=277139 38 35 44 27 36 42 23 33 33 35 25 26 44 46 90 30 28 20 31 31 51 20 32 26 23 35 25 49 24 44 25 35 83 22 50 33 35 30 23 40 31 24 166 386 21 137 25 60 96 124
internal_value=0 -6.84189e-05 -3.92062e-05 -7.08848e-05 0.00041894 -0.000108769 -0.000513891 -0.00102783 -5.41849e-05 -2.18709e-05 0.000766837 0.000115418 -8.79637e-05 -0.000492575 -2.97927e-05 0.000137773 -0.000168046 0.000850722 -1.52208e-05 -0.000205959 -0.000608927 -3.8622e-05 0.000499469 0.000398493 -0.000567209 2.80641e-05 0.000143011 0.000277286 0.000435432 0.000193979 -0.000117691 2.63055e-07 0.000246847 0.000588264 0.00019237 -6.80808e-05 6.54948e-08 0.000198274 0.000296739 0.000744211 0.000105547 0.0002925 2.77137e-06 -1.83346e-07 -0.00013173 -0.000529234 -4.08394e-05 0.000311081 -0.000193436 0.000643695
internal_weight=0 1071 1033 989 71 918 109 60 809 776 60 49 716 90 626 283 343 50 233 170 102 51 63 68 113 230 195 167 142 118 69 278560 223 107 72 116 278337 349 314 94 220 54 197 277988 849 158 691 209 482 149
internal_count=279631 1071 1033 989 71 918 109 60 809 776 60 49 716 90 626 283 343 50 233 170 102 51 63 68 113 230 195 167 142 118 69 278560 223 107 72 116 278337 349 314 94 220 54 197 277988 849 158 691 209 482 149
is_linear=0
shrinkage=0.05


Tree=497
num_leaves=51
num_cat=0
split_feature=4 10 0 5 10 13 5 0 0 6 6 8 0 7 3 14 1 0 1 0 1 10 3 1 1 10 13 13 8 0 1 3 0 14 2 9 5 9 1 5 4 13 6 2 4 10 14 14 6 14
split_gain=0.00195736 0.00299708 0.0057883 0.00615432 0.00732942 0.00578316 0.00557625 0.00488846 0.00413123 0.00334709 0.00537747 0.00274853 0.003194 0.00274782 0.00305878 0.00269889 0.00217442 0.00323821 0.00313133 0.00226937 0.00199987 0.0028765 0.00199758 0.0114894 0.00859952 0.00891645 0.00967779 0.0137911 0.0167501 0.0139496 0.0240889 0.0159048 0.0142345 0.0109894 0.010915 0.0168351 0.00960331 0.00933844 0.00908456 0.00843332 0.0102934 0.00791403 0.0240436 0.0104803 0.00754139 0.00712219 0.00959586 0.00945214 0.0187106 0.00864884
threshold=1.0000000180025095e-35 0.94201680672268917 818.89450838190703 4.5000000000000009 0.71240601503759404 0.072299651567944254 4.5000000000000009 916.44505744395212 876.4685166017922 3.5000000000000004 1.5000000000000002 2.5000000000000004 972.47622060718538 2.5000000000000004 15.500000000000002 0.36474501108647456 1482.6866860738353 592.26283036141206 1296.6554433215954 418.890417872782 1430.7180435781554 0.92052631578947375 22.500000000000004 2606.2997478250472 2692.3630167879473 0.56330128205128216 0.084219858156028379 0.098780487804878067 3.5000000000000004 924.13557371275863 3521.6014656366374 31.500000000000004 942.80558483579864 0.16843971631205676 3.5000000000000004 3.5000000000000004 5.5000000000000009 4.5000000000000009 3134.7261784906077 1.0000000180025095e-35 7.5000000000000009 0.10102040816326532 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 0.21913109756097562 0.03883861236802414 0.072299651567944254 1.5000000000000002 0.040408163265306128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -5 8 -3 -7 -4 10 20 15 -13 16 -15 -8 18 -18 19 -1 21 -6 23 -2 45 26 -26 28 29 30 31 33 -31 -28 -30 -36 -32 39 -34 40 -27 42 -29 -44 -42 46 -24 48 -47 -50
right_child=22 6 5 4 9 7 11 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 37 27 41 34 32 36 -33 38 -35 35 -37 -38 -39 -40 -41 44 -43 43 -45 -46 47 -48 -49 49 -51
leaf_value=-0.00054036080069966958 -6.6682047279871761e-07 0.00072067817743641863 -0.00039432657766155901 -0.00029193906643740778 0.00021989747910993175 -0.00047529982367428247 8.5619339496707149e-05 0.00043543088325785233 -0.0013984265387989581 0.00084532713862480943 -0.00025526105546305191 0.00050951381999766456 -0.00018903628845388693 -0.00016504231620770456 -0.00073799804057570232 -0.00066487798059824857 0.00047489349075476636 -0.00010785902180695134 -0.00031556448053052943 -1.6552015413676706e-05 -2.792836050502956e-05 0.00079296046636993702 0.00095862460602074871 -0.00016132784357962112 6.6065074013511871e-05 0.00019015500871378041 -0.00080663748017019215 0.0015785579555085861 -0.00029022256749158262 0.0012501143319800928 -0.00072128678525418602 0.0011859714893786156 -0.0010040908143855631 0.00015833601970890803 -0.0020248031942173839 -0.00018638689041836187 -0.0018908992427616165 -0.00112337645914522 0.00011766412919953568 -3.5144510132068187e-05 -0.0010010967906881969 -3.5070007220657758e-06 -0.00051282249946962117 0.00047109585390544612 -0.0002122192951901525 0.00012729217402402337 -2.4951867810367592e-05 9.1609830543170882e-05 8.635655685793609e-05 -0.00044743616710631891
leaf_weight=22 239015 33 20 64 41 41 23 23 21 27 40 36 30 66 36 25 40 59 156 344 20 47 25 1118 6314 54 51 32 48 26 54 23 20 70 33 20 26 20 185 9078 66 10780 50 59 56 507 3061 7202 99 325
leaf_count=22 239015 33 20 64 41 41 23 23 21 27 40 36 30 66 36 25 40 59 156 344 20 47 25 1118 6314 54 51 32 48 26 54 23 20 70 33 20 26 20 185 9078 66 10780 50 59 56 507 3061 7202 99 325
internal_value=0 -6.33506e-05 -9.25106e-05 -5.40363e-05 0.000165923 -0.000445008 0.000148307 -0.000148006 -0.000908622 0.00033337 0.000239972 -1.73798e-05 0.000191991 -0.000126748 -0.000367262 -0.000305265 -8.72429e-05 0.000127597 -0.000127988 -4.80378e-05 0.000423392 0.000525965 2.76232e-07 -1.41482e-06 1.08832e-05 -4.37389e-06 1.63464e-05 -1.10061e-05 -0.000253918 -0.000124619 -0.000405761 -1.92892e-05 0.000148004 -0.000248388 -0.000836405 -0.00133106 -0.00110141 -4.41231e-05 8.22462e-06 -4.17906e-05 -0.000384593 1.36086e-06 0.000373528 1.97572e-05 -0.000638989 4.76898e-05 -1.69838e-05 7.22296e-05 -7.7691e-05 -0.000322801
internal_weight=0 1214 1067 962 239 105 147 64 41 175 148 114 66 723 102 48 621 99 522 366 108 88 278417 240133 38284 27065 17791 11477 556 455 224 144 231 121 101 53 80 9274 205 9254 176 10921 141 109 122 11219 3086 8133 931 424
internal_count=279631 1214 1067 962 239 105 147 64 41 175 148 114 66 723 102 48 621 99 522 366 108 88 278417 240133 38284 27065 17791 11477 556 455 224 144 231 121 101 53 80 9274 205 9254 176 10921 141 109 122 11219 3086 8133 931 424
is_linear=0
shrinkage=0.05


Tree=498
num_leaves=51
num_cat=0
split_feature=5 12 4 14 14 0 0 14 1 14 7 13 7 14 0 4 13 13 13 13 0 4 13 3 10 10 10 13 13 4 10 10 5 3 1 5 1 9 0 10 0 10 14 3 7 13 6 1 12 13
split_gain=0.0019973 0.00465732 0.0185979 0.00572554 0.00699567 0.00739436 0.0108723 0.00555211 0.0046051 0.0109864 0.0105134 0.00949001 0.00765803 0.0067243 0.00679101 0.0062212 0.0110114 0.00756145 0.0071821 0.0070709 0.00659358 0.00582473 0.00873541 0.00814073 0.00530093 0.0100862 0.00927014 0.00508668 0.00931651 0.00474482 0.00450961 0.00947584 0.0055661 0.0044026 0.0109812 0.0160029 0.00977863 0.0100328 0.0145142 0.0163938 0.0119695 0.0204684 0.0212366 0.0216336 0.0132403 0.0149021 0.0265697 0.0109186 0.0155514 0.0100138
threshold=2.5000000000000004 9.5000000000000018 8.5000000000000018 0.037749287749287756 0.16496598639455784 916.44505744395212 1027.0057469844974 0.070598006644518277 3438.6371619929478 0.46247654784240161 1.0000000180025095e-35 0.061553030303030311 1.5000000000000002 0.12632978723404256 937.98699740156701 9.5000000000000018 1.0000000180025095e-35 0.087595907928388769 0.32200460829493094 0.33712121212121215 928.78428753650576 11.500000000000002 0.30860805860805868 28.500000000000004 0.30151515151515157 0.46770833333333339 0.19139194139194141 0.069366479550922219 0.14142857142857146 10.500000000000002 0.32071428571428579 0.65450928381962881 1.5000000000000002 24.500000000000004 2715.3598764542044 4.5000000000000009 2936.4214567341296 2.5000000000000004 719.33492945964201 0.24695121951219515 937.98699740156701 0.039230769230769243 0.11237373737373739 26.500000000000004 2.5000000000000004 0.22792207792207794 1.5000000000000002 2904.5200653263769 4.5000000000000009 0.10620300751879701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 7 -7 -5 21 10 11 -10 13 14 -12 16 -14 -18 20 24 -19 -1 23 27 26 -26 -17 -23 -29 -13 32 -32 -15 34 -2 -36 37 -35 -39 40 -40 44 -43 -44 45 46 -42 49 -49 -41
right_child=33 2 -4 4 -6 6 -8 -9 9 -11 12 29 15 30 -16 19 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 31 -33 -34 36 35 -37 -38 38 39 47 41 42 43 -45 -46 -47 -48 48 -50 -51
leaf_value=3.2707541663551529e-06 -8.4032030845739928e-06 0.00084255082882009444 0.0012710936741010908 0.00078614023355343804 0.00040698350868328346 -0.001321175665749858 -5.5094627150071741e-05 -0.00022206817274208232 -0.00053272091492544864 -0.00089016422346255503 -0.0012369701461131244 0.00035605215220484978 -0.0006170870111831887 6.7460561209979158e-05 -0.00035761341680951708 -0.00019177392064843196 0.001010681376587977 0.00044514957828343746 0.00075622079125691128 -0.00099638521860470077 -0.00058848680136078561 0.00097754731435667377 -0.00045161280518018262 0.0014640573348151521 -0.0012412551547943927 -7.0858828266979421e-05 0.00089742611196318958 -0.00054201483681340357 0.00074863867183146929 0.0011917282652575524 0.00085918565298645543 -0.00055075692944228649 -0.0010980410865158775 1.7685365817182733e-05 -6.7025668386210531e-05 -0.0005058488252017504 -1.0329636258282528e-05 -5.3738237416206962e-06 0.00021333025139654181 0.00075203528895144704 -0.00087269847530738588 -0.0014579622848476803 -0.00056375626648100567 0.00090904448139057922 -0.00039505693292635126 0.0015307562396628784 0.0014492781674066051 -0.00027053342494259261 0.00080115313262757958 0.00033875077202507768
leaf_weight=172373 82452 20 36 22 58 30 39 36 20 44 38 41 33 21 52 56 37 27 34 25 36 22 27 20 24 79 30 29 27 29 26 22 20 5228 1034 260 14435 1108 560 224 28 45 102 33 43 32 22 121 47 424
leaf_count=172373 82452 20 36 22 58 30 39 36 20 44 38 41 33 21 52 56 37 27 34 25 36 22 27 20 24 79 30 29 27 29 26 22 20 5228 1034 260 14435 1108 560 224 28 45 102 33 43 32 22 121 47 424
internal_value=0 3.30667e-06 0.000222955 3.88914e-05 -4.79907e-05 -0.000255774 -0.000605565 0.000160356 3.00103e-06 -0.000125539 -7.37795e-05 0.00042782 -0.000154394 -0.000424149 -0.000728897 -2.76583e-05 0.000201056 0.000402539 0.000170567 -0.000206141 -0.0001455 3.51818e-06 0.000344708 0.000564102 -0.000101611 -0.000343573 0.00018818 0.000333344 8.02645e-05 0.000702261 -0.000115977 0.000212962 -0.000501077 -5.40016e-06 -1.06714e-05 -0.000155197 1.42615e-05 5.85391e-05 0.00013512 0.000227723 7.60662e-05 -0.00017596 -0.000517294 -0.000203738 0.000315563 0.000688204 0.000148971 0.000388488 2.92836e-05 0.000481615
internal_weight=0 173433 241 205 185 127 69 58 173192 694 650 90 560 179 90 381 167 134 97 214 63 172498 125 98 189 103 86 78 56 70 89 48 41 106198 83746 1294 22452 8017 2789 1681 865 305 180 135 125 82 50 816 168 648
internal_count=279631 173433 241 205 185 127 69 58 173192 694 650 90 560 179 90 381 167 134 97 214 63 172498 125 98 189 103 86 78 56 70 89 48 41 106198 83746 1294 22452 8017 2789 1681 865 305 180 135 125 82 50 816 168 648
is_linear=0
shrinkage=0.05


Tree=499
num_leaves=51
num_cat=0
split_feature=3 2 1 0 5 0 8 1 0 7 5 10 0 12 3 14 6 10 5 14 2 14 10 9 10 7 1 1 8 11 0 4 14 1 1 1 1 1 14 0 0 5 8 0 1 3 14 0 4 7
split_gain=0.00195614 0.0234818 0.0108498 0.00960144 0.0198458 0.0117133 0.00663924 0.006557 0.0063146 0.0050027 0.00504959 0.00514748 0.00788556 0.00658771 0.0108765 0.00677109 0.00905468 0.00502913 0.00493082 0.0055344 0.00490735 0.00485013 0.00632916 0.00472924 0.00666322 0.00472568 0.0119845 0.0220171 0.00791136 0.00757194 0.0102151 0.0144677 0.0132536 0.00589893 0.0276521 0.0188668 0.0125731 0.00546945 0.0314605 0.00524101 0.00508168 0.00556448 0.00497043 0.0158143 0.00556538 0.00474875 0.00561721 0.00512986 0.00471126 0.00470117
threshold=14.500000000000002 1.5000000000000002 1583.7260454252853 821.95600019910705 4.5000000000000009 1433.692583700579 4.5000000000000009 949.58237921163402 450.88278980212209 4.5000000000000009 1.0000000180025095e-35 0.55718954248366026 705.86497258682209 1.0000000180025095e-35 15.500000000000002 0.74596774193548399 1.5000000000000002 0.86425061425061445 5.5000000000000009 0.24190177638453506 1.5000000000000002 0.49418604651162795 0.93844696969696983 3.5000000000000004 0.46770833333333339 1.0000000180025095e-35 992.53381492912411 1072.447176211024 2.5000000000000004 0.078461538461538485 1222.5833773881889 3.5000000000000004 0.49418604651162795 1152.5718911809242 1216.7019995911951 1251.6307572680143 1273.6870778030454 1335.6380194356454 0.30495169082125612 855.39444395686212 1321.1033005038273 1.0000000180025095e-35 1.0000000180025095e-35 1061.8284994139024 1697.8650502057942 13.500000000000002 0.85092592592592597 952.21519948873902 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 20 5 7 9 -5 23 10 -3 -12 48 17 -15 18 -17 -14 -16 -20 -1 -11 -23 24 -4 29 -27 -28 33 30 42 -32 -33 -29 -35 -36 -37 38 -38 -31 41 -39 -9 44 45 47 -47 -44 -13 -10
right_child=1 2 8 4 -6 -7 -8 25 49 21 11 12 13 14 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 28 -30 39 31 32 -34 34 35 36 37 40 -40 -41 -42 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=0.00055922871688380844 0.0016760443825097312 0.00078142971421281491 0.00039088900491801072 0.00041698080159322773 -0.0014753408981487155 -0.00092661955799811934 -0.00020571196062239605 2.2023662454988159e-05 8.4200167519549078e-06 -0.00045569564388383047 1.5606373625358096e-05 0.00024265559480562317 0.00050328948176077881 0.00010600105326208148 0.00016662593736632518 0.0015756612464962209 0.00021238792418270828 -0.00011889654886638173 0.0011419128952826108 0.00020167617055041523 -1.7209315925980622e-06 0.00024628916995224988 -0.0004890587939007674 -9.5116836412842323e-06 -0.00016089398722054767 -0.0011435368800824829 0.001104332127821787 -0.0008690720151082195 0.00068540436425662066 -0.00018077449471456931 0.0012782606001767111 -0.00073656640256401795 0.00087065329679045017 0.0012817780564849577 -0.001669967745519465 0.0010258284524421802 0.00064711679529864344 -4.8790498763689643e-05 -0.0021573672094382344 -0.0012522366396816715 0.00053044812610516189 -0.00026097226459900947 -0.00030799288806000345 -0.0010220611117418028 -0.00017182270916227667 3.0083216257391433e-05 0.00057379032585623796 0.00039965941759874114 0.00063601483318596755 -1.0825386894596593e-05
leaf_weight=39 21 30 280 72 25 39 169 1754 84464 70 719 190 36 903 125 29 21 332 34 29 135397 109 40 229 68 29 36 29 28 25 36 29 23 33 21 22 20 517 20 21 26 768 175 45 777 693 51 30 127 50826
leaf_count=39 21 30 280 72 25 39 169 1754 84464 70 719 190 36 903 125 29 21 332 34 29 135397 109 40 229 68 29 36 29 28 25 36 29 23 33 21 22 20 517 20 21 26 768 175 45 777 693 51 30 127 50826
internal_value=0 4.21088e-06 3.958e-06 -4.15319e-06 -6.98889e-05 -6.32831e-05 9.861e-05 -5.69062e-05 1.89382e-06 0.000117017 0.000136529 0.000128927 0.000173548 0.000125924 0.000185254 0.00048595 0.00100309 -5.80305e-05 0.000348414 0.000709106 -1.5594e-06 -0.0001124 4.88803e-05 0.00016695 0.000283069 -6.34576e-05 -0.000136659 -0.000117449 -0.000147088 -3.24684e-05 -2.43525e-05 0.00050775 -2.56808e-05 -0.000163098 -0.000148751 -0.000182615 -0.000159866 -0.000179174 -0.000755125 -0.00066992 -0.000161602 -0.000175604 -3.76362e-05 -9.67233e-05 -7.25981e-05 8.64278e-06 6.73535e-05 -0.000204434 0.000400247 1.18987e-06
internal_weight=0 138851 138830 140780 5344 5319 2963 5280 135867 2794 2575 2545 1826 1509 1141 238 50 368 188 63 135436 219 149 577 348 5208 1549 1520 1484 3659 3613 88 52 1456 1427 1394 1373 1351 40 46 1311 1285 3525 1771 1726 949 744 205 317 135290
internal_count=279631 138851 138830 140780 5344 5319 2963 5280 135867 2794 2575 2545 1826 1509 1141 238 50 368 188 63 135436 219 149 577 348 5208 1549 1520 1484 3659 3613 88 52 1456 1427 1394 1373 1351 40 46 1311 1285 3525 1771 1726 949 744 205 317 135290
is_linear=0
shrinkage=0.05


Tree=500
num_leaves=51
num_cat=0
split_feature=2 6 9 10 3 9 3 1 7 12 13 1 5 10 0 14 13 7 13 1 10 10 6 0 0 0 13 8 3 0 8 14 5 14 7 4 14 7 3 14 1 4 14 10 1 5 4 3 4 1
split_gain=0.00197942 0.00641478 0.0090351 0.0157278 0.0141985 0.0136351 0.0238575 0.0124038 0.0153832 0.0163997 0.0136002 0.011455 0.0113854 0.010102 0.0110917 0.0105197 0.00949709 0.00933469 0.00906195 0.0101153 0.00884972 0.0149792 0.0179172 0.0214144 0.020088 0.0161092 0.0163336 0.0153931 0.0144984 0.0209531 0.0161522 0.0144339 0.0143882 0.0139055 0.0288796 0.0185192 0.0192748 0.0150179 0.0137889 0.0148999 0.0136887 0.0234504 0.022087 0.019814 0.0215037 0.0136096 0.0165817 0.0140515 0.0123789 0.0108994
threshold=2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.28759398496240607 9.5000000000000018 1.5000000000000002 13.500000000000002 1413.8554805408253 3.5000000000000004 1.5000000000000002 0.10762548262548265 1577.7371014993744 4.5000000000000009 0.87689393939393956 806.96991629943716 0.053342816500711245 0.52440476190476204 1.5000000000000002 0.16869918699186995 2001.0640350640863 0.93440860215053767 0.46247654784240161 2.5000000000000004 1242.5784396434321 887.94124131670708 899.47091450355208 0.080540540540540564 4.5000000000000009 17.500000000000004 1070.0586822807675 4.5000000000000009 0.045983086680761107 6.5000000000000009 0.58957219251336912 1.5000000000000002 6.5000000000000009 0.49418604651162795 1.5000000000000002 19.500000000000004 0.74596774193548399 1493.6456239972256 4.5000000000000009 0.56949806949806958 0.92052631578947375 2503.1236745302976 2.5000000000000004 6.5000000000000009 12.500000000000002 5.5000000000000009 1182.7093706299042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -4 7 11 -5 9 -9 -11 -7 18 14 -8 17 -17 -16 -1 -20 21 -3 23 25 -24 -23 -27 32 49 38 31 -31 40 35 48 36 -33 -37 -30 -40 41 -25 43 44 -42 46 47 -22 -35 -28
right_child=-2 20 4 5 -6 6 13 8 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 45 22 24 27 -26 26 28 -29 29 30 -32 33 -34 34 -36 37 -38 -39 39 -41 42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-9.6829628646947098e-05 -5.0104066514201411e-06 1.7440557745343849e-05 -0.00012502506171429293 2.2417391197324177e-05 9.1319149218636021e-05 2.404435755830344e-05 0.00027672563278602341 7.3431118463749805e-05 -0.00027016505076751546 2.2217285668914218e-05 -9.2136505190076878e-05 -0.00021929057406562188 -0.00025527447770177532 0.00037774741238058367 0.00020367236659065105 4.6722699418889718e-05 0.00024812303201863817 0.00099979298155583249 2.8904141843394049e-06 -0.00028573623131087055 -0.00072173721091926184 -1.6114073319081965e-05 -7.4147700656266425e-05 0.0002653647317360579 -0.00035117477619749923 -0.00030063174906639419 -0.00098153112520819939 -0.00081597036201386686 0.00011904546918017378 0.0011728872836101801 -0.0012182604309848766 -0.00030243720609672591 0.0014333196195886039 0.0018076650182446167 -0.00051331282002502123 -0.0001297519048657705 -0.0015536062592273634 0.00063649513316162718 0.000390611414402185 0.0016292360016039661 -0.0008897497956839777 0.0022354848485480507 -0.00099488702080388733 0.0017055198845375109 0.00031460619383149869 -7.5517381159723281e-06 -3.9798207160626673e-05 0.00015740655022858895 0.00042617684161728802 -0.00016338912852312986
leaf_weight=3713 115618 22076 859 30295 6475 11974 919 3440 653 4048 7269 504 583 396 104 4205 680 57 10067 313 46 31087 2737 44 860 971 42 31 681 22 33 458 28 31 50 200 33 94 112 31 41 23 37 23 386 10397 1720 3807 34 1324
leaf_count=3713 115618 22076 859 30295 6475 11974 919 3440 653 4048 7269 504 583 396 104 4205 680 57 10067 313 46 31087 2737 44 860 971 42 31 681 22 33 458 28 31 50 200 33 94 112 31 41 23 37 23 386 10397 1720 3807 34 1324
internal_value=0 3.532e-06 1.28864e-05 7.9711e-06 6.59797e-05 1.85945e-05 5.43896e-05 3.84018e-06 -3.26813e-05 -2.21726e-05 -5.12331e-05 1.42158e-05 -3.87497e-05 0.000133196 0.000116961 8.78642e-05 7.4758e-05 0.000485529 -2.97925e-05 -5.81287e-06 -6.92072e-06 -1.55337e-05 -3.40032e-05 -2.33196e-05 -0.000140382 -2.84215e-05 -0.000121376 0.000269665 -6.60315e-05 2.80397e-05 -0.000131353 -9.24507e-05 0.000327491 -0.000123381 0.000390104 -0.000198605 -0.000386528 0.000115239 0.000212773 0.000659124 0.0002716 0.000941675 0.000179414 0.000275967 0.000198965 2.62416e-05 8.92865e-05 0.000146911 0.00108504 -0.000188544
internal_weight=0 164013 86554 79220 7334 64544 18839 45705 15410 14757 11317 12478 14676 6361 5965 5046 4885 161 14093 10380 77459 61489 39413 35816 3597 35203 4116 613 3145 1779 955 922 582 900 115 785 491 294 824 143 554 67 487 450 427 15970 5573 3853 65 1366
internal_count=279631 164013 86554 79220 7334 64544 18839 45705 15410 14757 11317 12478 14676 6361 5965 5046 4885 161 14093 10380 77459 61489 39413 35816 3597 35203 4116 613 3145 1779 955 922 582 900 115 785 491 294 824 143 554 67 487 450 427 15970 5573 3853 65 1366
is_linear=0
shrinkage=0.05


Tree=501
num_leaves=51
num_cat=0
split_feature=3 1 1 9 10 2 3 14 10 10 3 0 10 0 6 13 9 5 1 0 0 10 1 0 4 0 12 0 7 4 7 4 4 13 12 10 3 0 14 12 7 1 4 14 4 4 1 0 3 1
split_gain=0.00206428 0.00957359 0.0095593 0.00553151 0.0211657 0.0233789 0.00776622 0.00719042 0.00613184 0.0158062 0.0120146 0.0117769 0.0131012 0.00966343 0.00938754 0.0090933 0.00837837 0.00755216 0.00647968 0.00998911 0.00657764 0.00570837 0.00686323 0.00527804 0.00950914 0.00790245 0.0208385 0.0195779 0.0138332 0.00883298 0.00517104 0.00507789 0.00500397 0.00554259 0.00702007 0.00496026 0.00478114 0.00467468 0.0048962 0.00464057 0.0046337 0.00458685 0.0046569 0.00455485 0.00524437 0.0045218 0.00444915 0.00444471 0.00439939 0.0115916
threshold=11.500000000000002 1408.6642937531353 1390.6758529546753 2.5000000000000004 0.33012820512820518 2.5000000000000004 8.5000000000000018 0.45080645161290328 0.74133811230585434 0.17752100840336138 8.5000000000000018 594.28164584295212 0.59761904761904772 1289.0088005912796 1.5000000000000002 0.18065268065268067 1.5000000000000002 1.0000000180025095e-35 1170.6551352616641 587.99658264167203 414.64074193296955 0.71240601503759404 843.50574584286312 1203.0768547389173 3.5000000000000004 1001.157454449629 2.5000000000000004 972.47622060718538 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 4.5000000000000009 2.5000000000000004 0.37354651162790703 1.5000000000000002 0.087595907928388769 9.5000000000000018 444.5772474457321 0.28062500000000007 1.5000000000000002 1.5000000000000002 886.51690191168416 2.5000000000000004 0.49418604651162795 4.5000000000000009 6.5000000000000009 1152.5718911809242 453.77119419176705 14.500000000000002 1670.9124033635953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 45 8 6 -6 -5 -8 9 15 21 31 36 14 16 -1 17 30 20 35 40 22 -11 25 -25 27 28 37 29 -27 32 -12 -10 -34 -35 47 -13 38 -19 -21 -17 42 -39 -38 -45 -2 -24 -20 -4 -50
right_child=2 -3 48 4 5 -7 7 -9 13 10 11 12 -14 -15 -16 18 -18 23 19 39 -22 -23 46 24 -26 26 -28 -29 -30 -31 -32 -33 33 34 -36 -37 43 41 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 49 -51
leaf_value=-0.00014905791355708097 4.0329775493411457e-05 -0.00012104105773456174 -1.3593083640110325e-05 -0.00017491157379392034 -2.1346312867250874e-05 -0.00043623381759225134 -4.1686166510508778e-05 7.9458968371681735e-05 0.00011766730409279706 0.0002434471912638401 9.8380003805499064e-05 -0.00032807428705162805 0.0001413394403997035 0.00099154963133211526 -9.3271040831083396e-05 0.00023516129725050059 -6.7007768892205294e-05 -0.00024101961226387936 -0.00047536371661531138 -7.5883493533590479e-05 5.8517094051981578e-06 -0.00019126022684389226 -2.518572711840399e-05 0.00023857466968183871 -0.0010628922823343601 -0.00024588630805500664 -0.00099678525439230738 -0.0011777053833712772 0.0012668349110160253 0.00085689879643420389 -6.90290591507913e-05 0.00024705466528007454 -1.6432925715081906e-05 4.3753784745124073e-05 0.00023710546499648919 -0.00011954992431690979 1.7051814380740107e-05 0.0010451020639655846 -4.5569356031306633e-05 5.2601759783578832e-05 -0.00030648910357930893 -3.9662032346744668e-06 2.5550116636926152e-05 -0.00015378956183879566 0.00013842870691068888 0.00058646794817545202 -0.00075604368910370842 -5.2081100780231367e-05 6.0860611449554004e-05 4.4263837653792446e-07
leaf_weight=1336 14496 1793 46874 589 696 663 2518 2385 2165 250 7349 145 1300 24 3290 483 4872 363 237 1499 5530 492 2476 25 32 46 24 36 49 30 990 623 3294 3107 553 579 1763 21 2732 1323 43 22470 24 1012 181 38 21 84 8454 130252
leaf_count=1336 14496 1793 46874 589 696 663 2518 2385 2165 250 7349 145 1300 24 3290 483 4872 363 237 1499 5530 492 2476 25 32 46 24 36 49 30 990 623 3294 3107 553 579 1763 21 2732 1323 43 22470 24 1012 181 38 21 84 8454 130252
internal_value=0 -6.81507e-06 2.70803e-06 -4.18002e-06 -4.7082e-05 -0.000223753 -3.36472e-06 1.72433e-05 -3.28534e-08 1.88692e-05 5.13123e-05 7.37544e-05 8.10121e-06 -1.14759e-05 -1.20215e-05 -2.67042e-05 -5.47503e-06 2.86143e-06 -9.98658e-06 -6.19056e-05 2.19227e-05 -3.44165e-05 -6.32507e-06 -1.14669e-05 -0.000492073 -1.04049e-05 0.000352673 -1.25144e-05 0.000611769 0.000189424 3.95037e-05 0.000109999 5.12865e-05 3.06201e-05 7.29679e-05 -0.00020695 -4.77549e-05 -1.08764e-05 -6.84929e-05 -1.56475e-05 0.000190882 -2.95626e-06 0.000501341 -3.40044e-05 -0.000109455 4.17577e-05 -3.13323e-05 -0.000364598 -3.5021e-07 4.12506e-06
internal_weight=0 79517 200114 77724 6851 1359 5492 4903 70873 26726 15612 12373 4401 44147 44123 11114 40833 35961 9778 3722 6056 3239 2747 25852 57 25795 149 25646 125 76 10109 7972 9119 6954 3660 900 3101 25610 3095 2822 526 22515 45 2956 1193 14534 2497 321 185580 138706
internal_count=279631 79517 200114 77724 6851 1359 5492 4903 70873 26726 15612 12373 4401 44147 44123 11114 40833 35961 9778 3722 6056 3239 2747 25852 57 25795 149 25646 125 76 10109 7972 9119 6954 3660 900 3101 25610 3095 2822 526 22515 45 2956 1193 14534 2497 321 185580 138706
is_linear=0
shrinkage=0.05


Tree=502
num_leaves=51
num_cat=0
split_feature=7 3 1 13 13 13 0 10 6 14 14 12 0 3 0 3 1 12 6 10 4 10 14 4 14 10 7 14 0 5 13 13 14 1 0 10 12 7 8 13 14 8 3 0 7 0 1 0 1 7
split_gain=0.00211637 0.00344779 0.0161464 0.0111929 0.0148964 0.0110591 0.0145352 0.0120714 0.0368902 0.010795 0.0146909 0.0127225 0.0097979 0.00918712 0.0104733 0.0086114 0.0100326 0.0143859 0.01273 0.0137335 0.0108098 0.00841662 0.00804993 0.00796846 0.00793854 0.00760038 0.00912569 0.0088374 0.00765098 0.00756314 0.0179003 0.0148438 0.0140695 0.0107584 0.0117433 0.00911914 0.00827156 0.00893202 0.0129918 0.00755978 0.00858341 0.00752939 0.00729207 0.00816095 0.00775953 0.00726606 0.00717734 0.00791421 0.00715005 0.0108423
threshold=1.0000000180025095e-35 29.500000000000004 3134.7261784906077 0.29478609625668456 0.22792207792207794 0.14142857142857146 848.41687930959222 0.96490147783251246 1.5000000000000002 0.39208074534161497 0.53410852713178303 5.5000000000000009 1187.5997340955021 27.500000000000004 876.4685166017922 26.500000000000004 3007.5741317529969 6.5000000000000009 1.0000000180025095e-35 0.96076923076923093 7.5000000000000009 0.67054263565891481 0.03509852216748769 7.5000000000000009 0.21807065217391305 0.11834733893557424 1.5000000000000002 0.22792207792207794 1007.5118299007487 8.5000000000000018 0.036375661375661381 0.20256410256410259 0.16843971631205676 2969.5094685919271 895.46853471908219 0.96490147783251246 7.5000000000000009 1.5000000000000002 2.5000000000000004 0.73798627002288331 0.18274582560296851 5.5000000000000009 27.500000000000004 972.47622060718538 1.5000000000000002 872.92399865907191 3297.5540643465279 1046.9030864338465 2692.3630167879473 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 5 6 22 12 -9 11 -11 -5 13 24 -15 16 -2 18 20 25 -18 -16 -4 -6 -8 -20 28 -28 -27 36 32 -32 -31 34 39 42 41 -38 -39 40 -33 48 -36 44 -44 -13 47 -25 -17 -50
right_child=1 -3 3 9 23 -7 7 8 -10 10 -12 45 -14 14 21 29 17 -19 19 -21 -22 -23 -24 46 -26 26 27 -29 -30 30 31 33 -34 -35 35 -37 37 38 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 49 -51
leaf_value=4.8577880431704851e-06 -5.2618282601272724e-06 2.6116525554859335e-05 -0.00057899652847221924 -0.00056252874967190286 -1.2108272036399556e-05 -0.00038455286419881253 -0.00045403516377388902 0.0016279921223706355 -0.00067142083717044445 0.0013692378273117358 -0.00041867181296563813 -0.00031177458120509985 0.00070988406113676008 -0.0011520397517195871 -5.7120069081821808e-05 0.00039337145617580427 -0.00040914737182902173 0.00041891476347310732 -0.00023507808530001098 0.00070105781990357423 0.00078512670028430876 -0.00057033763283488429 0.00020893591964752747 0.0003952993832439568 -0.0014046760259589066 -0.00013749151354064594 -0.0016989012842958157 -0.00064047165368193463 -0.00098015540734986252 -6.6561226393222002e-05 -0.00070143201799568967 -0.00082243605400435628 0.0013318707075917961 -0.00087350760505715795 -0.00012094052647525032 -0.00057363582179985112 0.00025958689157216046 -0.00079222918079977628 0.00054084650853284354 -0.00086474697650967011 0.00047603482114417215 -0.00023660097658481346 0.0017535863719372589 0.00012974107958143576 0.00061188628112532849 0.0010198654920151014 -4.2020416675278774e-05 0.0014741204604540733 0.0001113165887546607 -0.0003237387887065474
leaf_weight=124436 138727 9014 35 337 81 345 70 33 37 20 27 20 24 29 356 211 36 70 97 22 40 103 439 34 32 65 41 38 46 37 124 20 35 36 45 27 55 89 23 46 35 163 22 48 46 21 26 34 3685 149
leaf_count=124436 138727 9014 35 337 81 345 70 33 37 20 27 20 24 29 356 211 36 70 97 22 40 103 439 34 32 65 41 38 46 37 124 20 35 36 45 27 55 89 23 46 35 163 22 48 46 21 26 34 3685 149
internal_value=0 -3.89499e-06 -5.7456e-06 -0.00014329 -8.52373e-05 -0.000136071 -6.20418e-05 -0.000209506 0.000412588 -0.000372494 0.000342141 -0.000461351 -0.000280429 -0.000320713 -0.00023051 -3.73798e-06 -6.03062e-06 -0.000240432 -0.000360313 -0.000502901 0.000219418 -0.000172287 0.000150755 0.000351354 -0.000752275 -0.00059519 -0.000779037 -0.00118978 -0.000486704 6.14367e-05 -0.000118645 -0.000236007 0.000613232 -5.84289e-05 4.31034e-05 0.000276717 8.28819e-05 -0.000262225 -0.000518473 -0.000391741 3.86359e-06 9.65779e-05 0.000419322 0.000628907 0.00098126 0.000370285 0.00066455 0.00093471 0.000110004 9.44091e-05
internal_weight=0 155195 146181 2103 1678 1503 1158 684 70 425 47 378 614 590 488 144078 139182 455 385 309 76 459 474 175 102 287 190 79 111 4896 521 449 72 325 289 188 4375 167 112 101 55 4208 161 116 68 41 94 68 4045 3834
internal_count=279631 155195 146181 2103 1678 1503 1158 684 70 425 47 378 614 590 488 144078 139182 455 385 309 76 459 474 175 102 287 190 79 111 4896 521 449 72 325 289 188 4375 167 112 101 55 4208 161 116 68 41 94 68 4045 3834
is_linear=0
shrinkage=0.05


Tree=503
num_leaves=51
num_cat=0
split_feature=5 7 13 13 14 9 0 1 12 7 3 1 3 13 1 7 6 10 10 1 0 8 4 4 5 3 1 3 1 10 13 13 1 0 0 7 13 1 14 6 1 3 1 14 14 6 0 1 12 0
split_gain=0.00201215 0.00442257 0.00649527 0.0160578 0.00701251 0.0100191 0.0203307 0.00828927 0.00690585 0.00689593 0.00659296 0.00966753 0.00595138 0.0173207 0.0150219 0.012269 0.00989919 0.011406 0.0138301 0.0095087 0.00954928 0.00880859 0.00856331 0.0144608 0.0133312 0.00803804 0.0105844 0.00779965 0.0142966 0.0144496 0.0111986 0.0117433 0.00911087 0.00908042 0.013591 0.0148279 0.00813447 0.00691269 0.00680119 0.00634096 0.00593574 0.00585521 0.010787 0.00829485 0.0107443 0.00798431 0.0116064 0.00790496 0.00774743 0.00765968
threshold=2.5000000000000004 2.5000000000000004 0.033908045977011504 0.036375661375661381 0.17445652173913045 2.5000000000000004 865.45763568221207 3438.6371619929478 2.5000000000000004 9.5000000000000018 36.500000000000007 3906.2051313837133 19.500000000000004 0.77032967032967048 2118.0588098971061 5.5000000000000009 1.0000000180025095e-35 0.57979626485568769 0.53452380952380962 2036.9135851320555 1013.9723183850269 1.5000000000000002 12.500000000000002 10.500000000000002 1.5000000000000002 33.500000000000007 3616.7164640063575 20.500000000000004 2648.2431066574563 0.039230769230769243 0.45584415584415588 0.080540540540540564 2588.1722553952563 855.39444395686212 792.40239783902211 3.5000000000000004 0.080540540540540564 2045.0816449749952 0.267479674796748 6.5000000000000009 2196.1721655225479 14.500000000000002 1670.9124033635953 0.27178030303030304 0.19139194139194141 1.0000000180025095e-35 592.26283036141206 1723.9474886893252 8.5000000000000018 1364.7041533538422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 41 4 -4 5 7 -7 8 -3 10 11 12 19 16 -15 21 17 18 27 20 -5 -16 23 25 -25 26 39 -14 30 -30 31 -29 33 34 -33 -36 -31 -21 -19 -18 -39 47 -43 44 -44 46 -46 49 -45 -1
right_child=-2 2 3 9 -6 6 -8 -9 -10 -11 -12 -13 13 14 15 -17 22 38 -20 37 -22 -23 -24 24 -26 -27 -28 28 29 36 -32 32 -34 -35 35 -37 -38 40 -40 -41 -42 42 43 48 45 -47 -48 -49 -50 -51
leaf_value=1.4799762167868904e-06 -5.4201924144640368e-06 0.00026855638399801891 0.0012277280428231909 -2.9662305050115622e-05 -5.4306129220927454e-05 -0.00016442371635209168 -0.0015137938886017883 0.00083582628818476231 -0.00035200848513427662 -0.00065581017569500211 0.00075238349558536107 -0.0010876000670361379 -0.00015329549043636523 0.0013442818587645891 0.00029365674048536817 -0.00068872632109560081 -5.8540199722218661e-05 0.00010260805712936544 0.0015877616248326379 -0.00089643452757675397 0.00075539486446919355 0.0013754943226972089 -0.0010682678260491231 1.0947160999199785e-05 0.0013109206203616372 0.00090037970115769319 -0.0010630794084415987 -0.00018309999000409556 0.00095243323279822615 0.00040629838318896616 -0.00012653990816842352 0.00057078511732549457 0.0019079359195893634 0.00011553719560675418 0.00077210618183016784 0.0026510540185318817 -0.00048290615494497429 -0.0001323041697632506 -0.00043498772187505362 0.00062916725017952133 -0.00067545320377113268 0.00014186659157253376 1.6774656914966091e-05 3.9304647842083068e-05 -0.00024067616233415724 -9.1863022768249469e-05 5.295796995722664e-05 -8.3760648281922784e-05 0.0010001922319220501 -0.00069054949993187622
leaf_weight=109683 106198 57 26 5709 902 71 46 20 210 42 28 21 98 40 130 28 2368 145 20 38 39 22 20 41 38 22 26 29 31 35 45 69 20 39 21 21 97 428 99 34 57 1744 20685 19527 389 4811 2495 2806 21 40
leaf_count=109683 106198 57 26 5709 902 71 46 20 210 42 28 21 98 40 130 28 2368 145 20 38 39 22 20 41 38 22 26 29 31 35 45 69 20 39 21 21 97 428 99 34 57 1744 20685 19527 389 4811 2495 2806 21 40
internal_value=0 3.31894e-06 -2.70227e-05 -1.32308e-05 -0.000131846 -0.000304966 -0.000694945 -0.000145984 -0.000219528 -1.64899e-05 -1.37661e-05 -1.59484e-05 -1.36541e-05 3.81967e-05 0.000467833 0.000273066 9.70973e-06 0.000166946 0.000298223 -4.29075e-05 -2.43357e-05 0.000450238 -3.77265e-05 -2.95767e-05 0.000636251 -5.10462e-05 -5.9667e-05 0.000247153 0.000343575 -1.8994e-05 0.000585783 0.000746861 0.000905501 0.000771843 0.00100244 0.00171158 -0.000247132 -0.00024702 -0.000115515 -4.88058e-05 -0.000196138 5.42002e-06 1.97185e-05 1.52738e-05 -1.9895e-06 -5.24296e-05 1.3352e-05 -8.91558e-07 4.03369e-05 1.22769e-06
internal_weight=0 173433 11232 9926 1306 404 117 287 267 9900 9858 9830 9809 3538 220 180 3318 769 525 6271 5748 152 2549 2529 79 2450 2428 505 407 163 244 199 170 150 111 42 132 523 244 2402 485 162201 49672 47928 28380 7695 2884 112529 19548 109723
internal_count=279631 173433 11232 9926 1306 404 117 287 267 9900 9858 9830 9809 3538 220 180 3318 769 525 6271 5748 152 2549 2529 79 2450 2428 505 407 163 244 199 170 150 111 42 132 523 244 2402 485 162201 49672 47928 28380 7695 2884 112529 19548 109723
is_linear=0
shrinkage=0.05


Tree=504
num_leaves=51
num_cat=0
split_feature=3 0 14 3 1 0 7 12 14 1 14 14 4 6 1 3 4 10 14 6 0 0 10 13 4 0 13 12 0 13 1 0 0 10 10 10 14 10 10 3 10 1 0 7 0 4 10 13 7 14
split_gain=0.00202127 0.0115843 0.0116775 0.0321045 0.0405471 0.0168377 0.016478 0.0177613 0.0158611 0.0526957 0.0306682 0.0290367 0.0123482 0.00995552 0.00683485 0.00584585 0.00712361 0.00803832 0.00656094 0.00570555 0.012984 0.0194915 0.0117691 0.0100888 0.0110719 0.008813 0.00880345 0.00926909 0.0131134 0.00856993 0.0132124 0.0111283 0.00817667 0.00709037 0.0292101 0.00680899 0.00665717 0.00657646 0.00646224 0.00589402 0.0057187 0.00685013 0.00690864 0.00567561 0.00779425 0.00726549 0.00584378 0.0146554 0.00974383 0.00900728
threshold=18.500000000000004 1061.8284994139024 0.77951388888888895 11.500000000000002 1335.6380194356454 1222.5833773881889 1.5000000000000002 2.5000000000000004 0.24190177638453506 1313.6584572558543 0.32200460829493094 0.45080645161290328 3.5000000000000004 1.5000000000000002 2263.042265477196 21.500000000000004 9.5000000000000018 0.54653679653679665 0.44590643274853808 2.5000000000000004 654.32431632631881 887.94124131670708 0.042572463768115944 0.9104278074866311 3.5000000000000004 679.36994087171206 0.20881782945736438 1.5000000000000002 730.70522058223889 0.3133928571428572 2010.0693574974659 664.82673601874205 719.33492945964201 0.89564428312159727 0.56711711711711721 0.95293466223698797 0.94590643274853814 0.62645348837209314 0.70659971305595415 21.500000000000004 0.75337837837837851 2186.0906012484365 647.98630327695878 2.5000000000000004 740.34127176625213 2.5000000000000004 0.49418604651162795 0.56594202898550738 1.0000000180025095e-35 0.15470085470085473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 8 9 -7 -10 -12 -9 -6 19 16 -16 -18 -19 -2 40 22 25 29 32 -22 -27 -28 -29 31 37 -24 -25 34 -23 36 -33 -31 -36 -35 41 42 -21 44 46 -45 47 -32 -48 -50
right_child=14 2 3 4 13 6 -8 12 10 -11 11 -13 -14 -15 15 -17 17 18 -20 20 21 33 23 24 -26 26 27 28 -30 30 43 35 -34 39 38 -37 -38 -39 -40 -41 -42 -43 -44 45 -46 -47 48 -49 49 -51
leaf_value=-1.4854668154615771e-06 4.4908063779469266e-05 -0.00015690052536963621 0.00041582415792710929 -0.0030957944425089017 -0.0010251768056076724 0.00089083222272165583 0.0012585344296415937 0.00025154464819934221 0.0016268351387854916 -0.0026184079790255057 -0.0018780473408035259 0.0003834589829784818 0.0017903471354987811 0.00033785354808926407 -3.5772223073332588e-05 6.5722784045592372e-06 0.0010402996297671052 0.00041141732866284051 -0.00063130839473821902 -5.268581276101506e-05 0.00023216822117791273 0.00013518714412704734 0.00095939856109907853 0.00038387454481815677 -0.00082486073871013317 -0.0013912069651548966 -0.0010271130312078942 -0.00067474277784640435 0.00095733165522688074 -0.00012484438041047681 0.00077460802198782951 -0.00030091296526499832 -0.00071224731256262644 0.00018308524666275385 -0.00095785813118265829 0.00055470714891830888 0.00062631222419440747 -0.0013618716972731901 -0.00034092555810358055 -0.00011392019472908693 0.00079117343276655962 0.00047814759660250281 0.00091616593359503899 0.00057142019050661472 0.00078929253158376326 -0.00041282188830276333 -0.00073012095335132747 -0.00028869648169627631 0.00079458773205358835 -0.00024354959932679777
leaf_weight=201348 16183 1431 49 21 37 20 38 32 26 23 22 40 22 21 12260 44337 32 48 22 230 27 432 20 46 104 39 45 32 20 21 86 603 27 922 82 26 20 22 88 204 42 125 20 25 58 75 41 52 37 48
leaf_count=201348 16183 1431 49 21 37 20 38 32 26 23 22 40 22 21 12260 44337 32 48 22 230 27 432 20 46 104 39 45 32 20 21 86 603 27 922 82 26 20 22 88 204 42 125 20 25 58 75 41 52 37 48
internal_value=0 -2.60877e-06 -0.000129531 -0.000589632 -0.00121327 -9.39244e-05 0.000310196 0.000115402 -0.000199143 -0.000986203 0.000185444 -0.000419011 0.000878464 -0.000531666 6.92696e-06 -1.90521e-06 -3.23102e-05 0.000383812 8.37035e-05 3.22161e-05 -2.45383e-05 -5.87156e-05 -0.000192284 -0.000142466 -0.000493548 -0.000592968 -0.000756782 -0.000501703 -4.70218e-05 -8.7668e-05 7.72009e-05 -0.000202263 -2.15404e-05 5.52199e-05 -8.32973e-05 -0.000238061 -0.000271147 -0.000757742 -0.000638505 0.000129276 0.000237898 0.000175931 2.48223e-05 0.000162278 0.000264464 -0.000166761 0.000149161 0.000373943 -9.70285e-05 0.000208345
internal_weight=0 203130 1782 128 79 1654 223 185 131 43 88 62 54 58 76501 56699 12362 102 70 19802 3619 3202 1474 1311 177 163 136 97 52 1134 465 669 73 1728 602 649 623 43 170 1126 417 375 250 422 322 100 264 138 126 85
internal_count=279631 203130 1782 128 79 1654 223 185 131 43 88 62 54 58 76501 56699 12362 102 70 19802 3619 3202 1474 1311 177 163 136 97 52 1134 465 669 73 1728 602 649 623 43 170 1126 417 375 250 422 322 100 264 138 126 85
is_linear=0
shrinkage=0.05


Tree=505
num_leaves=51
num_cat=0
split_feature=5 6 12 4 14 13 4 0 10 1 4 13 0 13 13 6 14 4 3 3 7 1 4 4 12 14 10 10 5 14 13 13 1 4 0 7 0 0 0 6 13 0 10 9 4 6 10 0 4 10
split_gain=0.00205632 0.00514927 0.00392844 0.00719359 0.00658134 0.0139868 0.00941759 0.0108439 0.00971431 0.00838373 0.00809013 0.00751772 0.00748637 0.0067009 0.0150731 0.0109008 0.0100575 0.00967061 0.00737773 0.0118306 0.00685037 0.00678842 0.00677292 0.00623613 0.00619387 0.0073047 0.010134 0.010673 0.00662865 0.00816158 0.00781757 0.0249154 0.0109482 0.00824516 0.00833325 0.00681656 0.0118345 0.0100688 0.00896114 0.00620821 0.0099151 0.00721058 0.00864069 0.00691487 0.00612541 0.00599721 0.00590886 0.00667666 0.0058795 0.00634688
threshold=1.5000000000000002 11.500000000000002 3.5000000000000004 6.5000000000000009 0.35388994307400384 0.31909090909090915 3.5000000000000004 865.45763568221207 0.56330128205128216 2423.1344677252664 6.5000000000000009 0.13100686498855837 555.79974291387714 0.16869918699186995 0.17445652173913045 3.5000000000000004 0.21807065217391305 11.500000000000002 22.500000000000004 24.500000000000004 2.5000000000000004 2606.2997478250472 6.5000000000000009 6.5000000000000009 6.5000000000000009 0.04210992907801419 0.17752100840336138 0.53033088235294124 1.0000000180025095e-35 0.19399641577060936 0.040408163265306128 0.037749287749287756 2177.0305804108953 8.5000000000000018 924.13557371275863 2.5000000000000004 735.45332497252207 690.31264847099226 872.92399865907191 1.0000000180025095e-35 0.14854215918045707 647.98630327695878 0.42705167173252284 2.5000000000000004 8.5000000000000018 1.5000000000000002 0.25265957446808512 1001.157454449629 7.5000000000000009 0.73431372549019625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 13 6 -6 8 12 -10 -9 -12 -8 23 -15 16 17 20 21 -20 -16 44 -17 -4 28 26 -26 -28 -25 30 31 32 -30 -34 -35 36 37 -32 -37 40 -31 -41 46 -44 48 -22 47 -43 49 -18
right_child=1 -3 4 -5 5 -7 7 10 9 -11 11 -13 -14 14 15 22 18 -19 19 -21 45 -23 -24 24 25 -27 27 -29 29 39 35 -33 33 34 -36 38 -38 -39 -40 41 -42 42 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-2.2291406266725846e-06 -3.4743963831883177e-06 -0.00076847297833327591 1.1339350405374666e-05 5.514447632842815e-05 -6.368643124060418e-05 0.0014008056161747802 -8.7950042779993967e-05 0.00014862657373786788 0.00012372135141786725 -0.00094412601829390046 -0.00048685121827866983 0.00035313261186649256 0.00048968378976031984 0.00097256845251346641 0.00011818257465034002 -0.00057340018508098597 2.3497041717786976e-05 0.0011506125778065657 0.0014341210480779409 2.4037235733190116e-05 -2.5785623476718014e-06 -0.00091825193192865613 9.0616442395326821e-05 -0.00027463585604879437 -0.0012461198548581231 0.00025780194184239259 0.00091342361300208042 -0.00060211029418636699 0.00075273291965431515 0.00020448562156715248 -0.0002873569754592609 0.0017236940738733948 -0.0004889464703180989 0.0010082872854334048 -0.00020873512895867375 -0.00039910725964647197 -0.00048997513697110874 0.00072203028498084429 0.00087754375334563007 0.00088493555307477012 0.0013651580590268841 -0.00051881879353140106 2.0154676154640545e-05 0.00096985951379832376 0.00073914481225706961 -0.00052062059403397149 -0.001132353996027909 0.00047532510046342699 -0.00059427781592670797 -0.00023337657086680279
leaf_weight=91328 164878 22 8419 5811 573 21 64 263 227 20 123 34 454 45 3686 110 741 22 21 51 228 24 59 519 21 227 21 26 33 92 60 21 115 22 39 27 321 42 28 21 23 57 115 23 23 74 23 24 54 356
leaf_count=91328 164878 22 8419 5811 573 21 64 263 227 20 123 34 454 45 3686 110 741 22 21 51 228 24 59 519 21 227 21 26 33 92 60 21 115 22 39 27 321 42 28 21 23 57 115 23 23 74 23 24 54 356
internal_value=0 -3.57646e-06 5.14035e-06 1.20303e-06 2.68813e-05 0.000118059 0.000102736 0.000183209 0.000295281 3.7256e-05 -2.09224e-05 -0.000304944 0.000418316 1.66236e-05 6.12307e-05 5.37045e-05 6.63567e-05 0.000105192 -5.62654e-05 0.000435312 9.94251e-05 -8.58092e-05 -0.000341584 -7.12591e-06 -8.89464e-05 0.000121626 -0.000332963 7.50432e-05 -0.00012765 -5.74049e-05 -0.00015756 8.1959e-05 -8.3e-05 -0.0002397 0.000230191 -0.000272809 -0.000340894 0.000128273 0.000250824 0.000130187 0.00043662 -3.80535e-06 -8.09275e-05 0.000178439 -6.87917e-05 -0.000129516 -0.000425087 -0.000224258 -8.49364e-05 -5.98639e-05
internal_weight=0 164900 114731 97139 17592 1779 1758 1185 765 247 420 157 518 15813 5494 5449 5280 4010 1270 72 3988 1198 169 10319 1900 295 68 47 1605 1086 708 230 209 176 61 478 423 102 55 378 115 263 242 138 1174 302 104 81 1151 1097
internal_count=279631 164900 114731 97139 17592 1779 1758 1185 765 247 420 157 518 15813 5494 5449 5280 4010 1270 72 3988 1198 169 10319 1900 295 68 47 1605 1086 708 230 209 176 61 478 423 102 55 378 115 263 242 138 1174 302 104 81 1151 1097
is_linear=0
shrinkage=0.05


Tree=506
num_leaves=51
num_cat=0
split_feature=7 0 6 9 11 11 8 13 14 1 14 13 13 9 13 2 9 14 0 9 12 0 1 13 4 13 3 5 1 1 13 14 14 14 10 10 14 9 12 5 13 14 0 10 0 12 0 2 3 3
split_gain=0.00200504 0.00341087 0.00797656 0.00687692 0.00662624 0.00666825 0.00534597 0.00701753 0.00853754 0.0105573 0.00647939 0.00637393 0.00621039 0.00523036 0.00512738 0.0102569 0.00745614 0.00740712 0.0073387 0.0070934 0.0136933 0.00611633 0.0215782 0.00800223 0.0132975 0.0138039 0.00636006 0.00680819 0.00635983 0.00611741 0.00939495 0.00652085 0.0125929 0.00783404 0.00894562 0.0186643 0.0115936 0.00684745 0.00682661 0.00630799 0.0135794 0.00925299 0.00685321 0.00675914 0.00729932 0.0111168 0.0116582 0.00653514 0.00884418 0.00598942
threshold=1.0000000180025095e-35 757.83164246805711 1.0000000180025095e-35 2.5000000000000004 0.060661764705882359 0.55050505050505061 3.5000000000000004 0.077677224736048281 0.54653679653679665 2571.3753443570063 0.84731934731934744 0.24695121951219515 0.087595907928388769 5.5000000000000009 0.11834733893557424 1.5000000000000002 4.5000000000000009 0.037749287749287756 821.95600019910705 2.5000000000000004 6.5000000000000009 1289.0088005912796 1493.6456239972256 0.24695121951219515 6.5000000000000009 0.34698996655518399 12.500000000000002 4.5000000000000009 2692.3630167879473 2554.1430983545456 0.12660256410256412 0.57979626485568769 0.69337606837606847 0.11237373737373739 0.84731934731934744 0.21913109756097562 0.087595907928388769 2.5000000000000004 4.5000000000000009 8.5000000000000018 0.39736842105263165 0.3133928571428572 947.46592333298213 0.73431372549019625 812.90213645256711 2.5000000000000004 778.64491060969465 2.5000000000000004 22.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 -6 10 -8 9 11 -5 -9 -12 -1 15 -4 17 19 -18 -17 -21 26 -23 -24 25 -25 -16 -28 -27 30 -29 33 -33 34 35 -31 -37 -34 -36 43 -41 -42 -43 44 45 -32 -47 -45 -49 -19
right_child=-2 2 14 6 5 -7 7 8 -10 -11 12 -13 -14 -15 21 16 18 49 -20 20 -22 22 23 24 -26 28 27 29 -30 31 39 32 37 -35 38 36 -38 -39 -40 40 41 42 -44 47 -46 46 -48 48 -50 -51
leaf_value=-2.2515571264446676e-07 -3.7911724818075581e-06 3.333898936546462e-05 -0.0011394656728953123 0.00011705220692360643 -0.00075203401173456336 -7.8085735902491524e-06 -0.00076525583219910537 -0.0014087284659035505 0.00092933833560285479 0.00035798395762131328 0.0012398888405490047 -0.00016151432840464015 0.00029471215156739902 -0.00073844938621429423 -0.00022616930470164122 -3.9319110589779238e-05 -0.00015305175063827926 -6.7161843597764048e-05 0.0010033627578249092 -0.0017415709405516585 -0.00016164170174306494 0.0016954569960944356 0.0003610377676177552 -0.0015379578322888567 0.00024421954272279086 0.00025564728569709891 3.3481253257908006e-05 0.00092374907668541981 -0.00083923995002156259 0.00045847357757232312 6.981614366980336e-05 0.0010335831395423157 -0.00044907912305023744 -0.0003256749952722133 6.3000789128376969e-05 -0.00078981888088407886 0.00036514717087681803 0.00061496214558636516 0.0011104424962208473 -0.00033685016600689516 0.0012910664316067206 0.00083723662227081766 -0.00019262537609652749 -8.5506520745426046e-05 -2.5854132431686385e-05 0.001899764309710008 0.00040837043718630942 -0.00083746817194611041 0.00016011235473508185 2.9025356104568604e-05
leaf_weight=89680 155195 10825 21 2698 54 68 38 20 21 42 24 21 63 24 278 55 23 4295 34 24 32 23 179 26 117 36 10490 27 21 77 112 32 54 520 35 97 28 21 28 56 35 30 35 828 433 20 38 68 33 2597
leaf_count=89680 155195 10825 21 2698 54 68 38 20 21 42 24 21 63 24 278 55 23 4295 34 24 32 23 179 26 117 36 10490 27 21 77 112 32 54 520 35 97 28 21 28 56 35 30 35 828 433 20 38 68 33 2597
internal_value=0 4.7283e-06 1.8032e-05 4.74117e-05 2.92093e-05 -0.00033722 0.000115489 -0.000183765 2.87025e-05 -0.000199169 0.000130747 -0.000769911 0.000555451 -4.22665e-07 -1.51042e-06 -3.60894e-05 -3.28074e-05 -3.74431e-05 0.000536739 -0.000442638 -0.000838754 1.62622e-05 0.000208426 0.000118184 -9.91698e-05 -0.000583225 1.04865e-05 1.55098e-05 -0.000147732 -5.68033e-05 -1.56586e-06 -0.000163005 0.000203164 -0.000212916 8.34556e-06 -0.00015389 -0.000531106 -0.000151148 0.00052853 -1.63665e-05 0.000286532 0.000635625 0.000282696 -4.72099e-05 8.31475e-05 0.000360781 0.000922644 -0.000131823 -0.000511526 -3.09172e-05
internal_weight=0 124436 34732 13874 10947 122 2927 142 104 83 2785 41 87 89704 20858 7081 7060 7003 57 111 56 13777 402 379 200 83 13375 13097 57 2607 1715 892 107 785 265 202 125 75 63 1688 156 100 65 1532 603 170 58 929 101 6892
internal_count=279631 124436 34732 13874 10947 122 2927 142 104 83 2785 41 87 89704 20858 7081 7060 7003 57 111 56 13777 402 379 200 83 13375 13097 57 2607 1715 892 107 785 265 202 125 75 63 1688 156 100 65 1532 603 170 58 929 101 6892
is_linear=0
shrinkage=0.05


Tree=507
num_leaves=51
num_cat=0
split_feature=3 1 1 4 14 10 1 3 12 0 14 0 10 14 10 3 5 1 9 10 0 8 12 13 10 0 13 10 14 4 0 10 1 10 9 8 3 13 12 14 0 6 14 10 10 1 5 10 0 0
split_gain=0.00191986 0.0106291 0.00644532 0.00547364 0.00658849 0.00607819 0.00579152 0.0106841 0.00918035 0.00829536 0.00939337 0.00612076 0.00591739 0.0092219 0.00725902 0.00566955 0.00565754 0.00618293 0.00645311 0.00982596 0.0067729 0.0055075 0.00533205 0.00589749 0.00534539 0.00940382 0.00599797 0.0108144 0.00812751 0.00883517 0.00789187 0.0078392 0.00607069 0.0114089 0.00894382 0.00579135 0.00578137 0.00757869 0.00732943 0.00567116 0.00547685 0.00531288 0.00913812 0.00523852 0.00743947 0.00661889 0.00560257 0.00523459 0.00522182 0.00512688
threshold=16.500000000000004 1925.0712920527774 1957.9177137252361 6.5000000000000009 0.63245614035087727 0.92724867724867732 1670.9124033635953 14.500000000000002 2.5000000000000004 1433.692583700579 0.30495169082125612 457.23125236079869 0.43614130434782611 0.070598006644518277 0.13100686498855837 13.500000000000002 3.5000000000000004 1744.8375241711753 3.5000000000000004 0.12347560975609757 579.97247047427209 4.5000000000000009 4.5000000000000009 0.13100686498855837 0.059714795008912663 557.89382435932782 0.43534002229654406 0.53033088235294124 0.19399641577060936 3.5000000000000004 747.39702845930708 0.24695121951219515 1558.814692156295 0.93440860215053767 2.5000000000000004 1.0000000180025095e-35 15.500000000000002 0.59175084175084181 1.0000000180025095e-35 0.18634259259259262 529.02724129296462 2.5000000000000004 0.19399641577060936 0.87138130686517801 0.72821969696969713 1657.8115345718741 5.5000000000000009 0.12347560975609757 887.94124131670708 781.39118733466205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -5 7 9 11 -1 -11 -8 13 14 -10 -13 -17 18 19 -18 -21 -22 23 -9 25 35 32 30 43 -30 31 41 33 -26 -34 -25 37 -37 -38 -33 -31 42 -28 44 -29 46 -45 -36 -14 -48
right_child=2 -3 -4 4 -6 -7 8 22 12 10 -12 15 48 -15 -16 16 17 -19 -20 20 21 -23 -24 24 26 -27 27 28 29 40 -32 39 34 -35 47 36 38 -39 -40 -41 -42 -43 -44 45 -46 -47 49 -49 -50 -51
leaf_value=-1.6858539100411191e-06 3.6382494541418042e-05 -9.1571997407589024e-05 3.9477981820258923e-07 0.00017840750336516292 -7.9439444486712217e-05 5.9494478123521552e-06 0.00012024689813642001 0.00014588336459677605 -0.00022532693784256172 4.4379839673638349e-05 -0.0014880502317100763 -0.00026467825947787898 4.2448522871276843e-06 6.6716852893294052e-05 5.2418763168153671e-05 -3.9210595449018853e-05 0.00033875409592502891 -0.00022762867408505046 -0.00093985956220421951 -0.00030887050969464661 -5.6738445938162771e-05 0.00043205281373275288 -0.00024783153401585883 0.0008096900468720406 3.979673820695397e-05 -1.651903020902226e-05 0.00060178758462456784 0.00029546608119905131 -4.2172927264264987e-05 0.00064519488797183536 9.6132189431935247e-05 -0.00092408755054665653 -0.00010807595373558976 0.00081125065971045175 0.0006169950239609534 0.00040981037390061515 0.0013627131127577742 -0.00030890030168057958 6.6695888526737698e-05 -0.00029793518600666269 0.00015182307772970997 0.00055288807521315501 -0.00026910898161952866 3.8494623498652306e-05 0.0010690118425113074 0.00083112690443062779 0.0010820281357694142 6.9906670272019627e-05 -9.1487211398570958e-05 2.5822303723543885e-05
leaf_weight=133854 14431 3338 90250 1283 587 849 501 1697 530 20 20 323 4428 5375 423 11455 152 899 20 264 579 64 140 66 426 268 37 85 802 60 362 44 1756 54 64 92 24 61 20 203 900 36 162 255 49 38 27 138 2100 20
leaf_count=133854 14431 3338 90250 1283 587 849 501 1697 530 20 20 323 4428 5375 423 11455 152 899 20 264 579 64 140 66 426 268 37 85 802 60 362 44 1756 54 64 92 24 61 20 203 900 36 162 255 49 38 27 138 2100 20
internal_value=0 -3.20471e-06 5.35594e-06 -1.48589e-06 6.88919e-05 0.000109732 -2.6189e-06 1.43004e-06 -2.37917e-05 -1.90099e-06 -0.000721835 -5.14198e-05 6.84708e-06 4.1301e-05 -0.000102046 -5.76719e-05 -5.26944e-05 -0.000130782 -5.00913e-05 -3.32874e-05 -9.56362e-05 -8.08737e-06 5.79867e-05 6.3514e-05 4.04059e-05 0.000191923 2.58253e-05 7.22045e-05 0.000129766 8.03234e-05 -8.02919e-05 -0.000212793 -3.27669e-05 0.000126585 -7.18318e-05 0.000404328 0.000268521 0.000123266 0.000773614 -0.000409476 0.000182659 -6.06614e-06 -0.000107183 0.000313558 0.00057833 0.000209206 0.000130951 0.000243242 -2.65513e-05 0.000632579
internal_weight=0 174950 104681 171612 2719 2132 168893 141780 27113 133894 40 14257 12856 6328 953 13756 13433 1978 1079 1059 907 643 7886 7746 6049 531 5518 3080 2236 1762 844 482 2438 480 1958 263 197 153 44 247 960 235 199 474 134 340 302 202 6528 47
internal_count=279631 174950 104681 171612 2719 2132 168893 141780 27113 133894 40 14257 12856 6328 953 13756 13433 1978 1079 1059 907 643 7886 7746 6049 531 5518 3080 2236 1762 844 482 2438 480 1958 263 197 153 44 247 960 235 199 474 134 340 302 202 6528 47
is_linear=0
shrinkage=0.05


Tree=508
num_leaves=51
num_cat=0
split_feature=7 3 1 13 0 14 6 12 5 10 10 4 10 10 3 0 4 1 0 4 10 5 0 10 10 13 5 12 7 10 0 13 6 9 7 14 8 1 5 13 8 7 5 0 14 0 13 9 0 9
split_gain=0.00194233 0.00349341 0.0122572 0.0117067 0.020912 0.0170854 0.0154361 0.0231094 0.0109529 0.0100301 0.0114825 0.00930348 0.00895081 0.0108533 0.0128102 0.00975221 0.0166457 0.0124472 0.0091304 0.0116144 0.0110044 0.00931344 0.0149226 0.008897 0.0243746 0.0107223 0.00930596 0.0104601 0.00808282 0.0100638 0.007967 0.00974008 0.00722999 0.00678395 0.00637518 0.00622066 0.0148066 0.013646 0.00598234 0.00959288 0.00595596 0.00892463 0.0145525 0.00895821 0.00794459 0.0087609 0.00788293 0.0153991 0.00729171 0.00722833
threshold=3.5000000000000004 32.500000000000007 3438.6371619929478 0.29217479674796754 1061.8284994139024 0.059714795008912663 2.5000000000000004 3.5000000000000004 10.500000000000002 0.39339826839826847 0.17752100840336138 11.500000000000002 0.032795698924731186 0.059714795008912663 30.500000000000004 887.94124131670708 7.5000000000000009 3616.7164640063575 1173.0767376433671 8.5000000000000018 0.79772727272727284 3.5000000000000004 876.4685166017922 0.096006144393241177 0.072299651567944254 0.028991596638655467 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1173.0767376433671 0.43826219512195125 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.15075757575757578 3.5000000000000004 3906.2051313837133 7.5000000000000009 0.43050193050193059 2.5000000000000004 1.5000000000000002 5.5000000000000009 1173.0767376433671 0.059714795008912663 880.4064522592422 0.21807065217391305 2.5000000000000004 937.98699740156701 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 23 8 -6 7 30 35 10 34 -9 15 33 18 16 32 -17 19 21 -21 -15 -23 24 26 -26 28 -28 29 -3 -7 -32 -4 -14 -8 -5 37 -37 -11 -40 44 42 -42 -43 45 -16 48 -48 -44 -50
right_child=-2 3 12 4 5 6 9 11 -10 38 -12 -13 13 14 40 17 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31 31 -33 -34 -35 -36 36 -38 -39 39 -41 41 43 46 -45 -46 -47 47 -49 49 -51
leaf_value=1.0991712927891482e-06 -1.9808463735770434e-05 0.00057303617894649507 -0.00082689890521578488 0.00031648244520641002 -0.00027103952721875833 0.0025552161294035616 0.00086781497598470501 -0.00036018510716250886 -0.0006580054852538971 0.00056769836756713976 0.0017567284324246904 0.0010049810284802638 0.0010849367790093135 -0.00026314176016432395 -0.00054481908657842064 0.00026038113299865225 -0.0017384806609091659 -0.00081582049103665413 -0.00088697428187408485 -0.0001609544824186407 0.00088107111221082362 -0.00037415090519061779 -0.0020045137417037044 -3.9324169605632142e-05 0.0017520973906637385 0.00058149722339570693 -0.00072943468912853868 0.00022279795617104767 -0.0012260640674503522 -0.00089325067476073118 0.0020752833872709586 0.00060370852773882107 0.00044854100764496252 -2.208103390876204e-05 -0.00028464468472520825 -0.00015506287313352612 0.00050713954350123044 -0.0015454502187203616 -0.0010565466837513006 0.00017882360042263332 0.00084165612717590531 6.532423817873223e-06 0.00020237080222408797 -0.00098079002782469615 -0.00018633989395422753 0.00060516159504533874 0.0016194848541636019 -0.000342596581322141 -0.00013469912710466556 -0.0012912933037362317
leaf_weight=262645 11851 25 25 140 61 20 30 26 61 42 23 24 31 85 22 69 33 44 68 163 30 32 25 2207 26 79 32 292 25 22 23 22 20 25 20 60 52 25 22 55 85 128 62 28 582 67 20 20 35 22
leaf_count=262645 11851 25 25 140 61 20 30 26 61 42 23 24 31 85 22 69 33 44 68 163 30 32 25 2207 26 79 32 292 25 22 23 22 20 25 20 60 52 25 22 55 85 128 62 28 582 67 20 20 35 22
internal_value=0 8.76653e-07 2.27668e-07 5.11313e-05 0.000232465 0.00049326 0.000645124 0.00110324 -5.1478e-05 0.000370734 0.000832141 0.000295095 -0.000132774 -9.24855e-05 -0.000118442 -0.000455504 -0.000885532 -0.000158671 -0.000358736 -0.000251511 1.01841e-06 -0.000594737 -0.00108922 3.85608e-06 0.000194073 0.00087136 1.44896e-05 0.00012875 -0.000499684 -0.000113311 0.00172488 0.00135585 -0.000260037 0.000590732 0.000406831 8.20894e-05 -0.000157436 -0.000564 8.76857e-05 -0.000174139 -2.80237e-05 0.000124692 0.000313535 -0.000170679 -0.000119061 0.000320897 3.12065e-05 0.000638444 -0.000172907 -0.000581104
internal_weight=0 267780 264366 3414 706 368 307 115 338 192 73 50 1721 1530 1474 191 78 113 403 335 193 142 57 2708 501 105 396 324 72 47 65 45 45 56 50 277 137 85 119 77 1071 400 244 156 671 89 159 40 119 57
internal_count=279631 267780 264366 3414 706 368 307 115 338 192 73 50 1721 1530 1474 191 78 113 403 335 193 142 57 2708 501 105 396 324 72 47 65 45 45 56 50 277 137 85 119 77 1071 400 244 156 671 89 159 40 119 57
is_linear=0
shrinkage=0.05


Tree=509
num_leaves=51
num_cat=0
split_feature=3 1 1 5 7 8 1 14 3 12 12 0 10 12 13 10 13 3 1 14 14 4 9 10 9 10 10 14 0 10 10 5 14 9 13 13 9 0 6 4 13 1 12 13 10 13 5 5 7 14
split_gain=0.00197926 0.00820225 0.00741945 0.00475301 0.00505528 0.00635168 0.00699483 0.010212 0.00856925 0.0109742 0.00872005 0.00693801 0.00594864 0.00523821 0.00526037 0.00579816 0.00479618 0.0047092 0.00646963 0.00526766 0.00521183 0.00526984 0.0197529 0.0120595 0.0209778 0.0162883 0.0124884 0.00872269 0.00986147 0.00662694 0.0114142 0.0117346 0.0108336 0.0103186 0.00952634 0.00847309 0.00666375 0.00936604 0.00782071 0.00952576 0.00690807 0.00647272 0.00618529 0.0156566 0.00698898 0.00646276 0.005657 0.00690285 0.00596865 0.00543533
threshold=20.500000000000004 2364.0969371768856 2438.1594628963853 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2519.2547660210666 0.3133928571428572 19.500000000000004 1.5000000000000002 3.5000000000000004 825.38287943763555 0.74133811230585434 6.5000000000000009 0.04819976771196284 0.52440476190476204 0.26138716356107666 22.500000000000004 2606.2997478250472 0.75337837837837851 0.90098039215686287 7.5000000000000009 2.5000000000000004 0.77032967032967048 1.5000000000000002 0.27149877149877155 0.33012820512820518 0.37668918918918926 841.89925940917726 0.90121951219512209 0.85912698412698429 4.5000000000000009 0.18834459459459463 1.5000000000000002 0.58957219251336912 0.22361111111111112 3.5000000000000004 845.0925897907822 1.0000000180025095e-35 3.5000000000000004 0.23606811145510839 2536.1172374379967 4.5000000000000009 0.09449404761904763 0.52277432712215333 0.42705167173252284 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.56949806949806958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 8 -8 16 11 12 -10 -11 14 15 -6 -5 18 20 -20 21 29 23 25 27 -23 -27 28 -25 30 31 36 33 34 -31 -35 42 38 -38 -40 -39 -26 43 44 46 -44 47 -4 -48 -28
right_child=2 3 17 4 13 -7 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 41 26 49 -29 -30 32 -32 -33 -34 35 -36 -37 37 40 39 -41 -42 -43 45 -45 -46 -47 48 -49 -50 -51
leaf_value=-1.1326341244753522e-06 4.2555343976434774e-05 6.0203872620413509e-05 0.00010399153171521095 -0.00011813299524249467 0.00067635828992493004 -0.00053714047090205202 -0.00078135980280681638 0.00020482862545620828 0.00023933568789454349 -6.0585236778455224e-05 0.0001709688452123423 0.0015099122266595563 -0.00062809570961570773 -0.00088971917051821952 -0.00026067885535035172 -0.00031163059889136263 -0.0006519162678159774 5.3767328007484816e-06 -0.00016697616054631064 0.00061450514847158713 -0.00042861057860902392 0.00019654531905045227 0.00038102174963686625 0.001008889323566109 0.0005507314634333189 -0.0013254043434771073 -0.00042679774905991509 -0.00049202922504934434 -1.1197788985378061e-05 -0.00014701844837540818 0.00083071973858750425 -0.00031417866305338593 3.9573026297389249e-05 -0.00051323910343593784 -0.00098280822485088352 -0.0017836416276016582 0.00024941916174915001 -0.0010256285079473552 -0.00093442878017249785 -9.6019858305113279e-05 -1.368350976218398e-05 0.0015801598006524168 0.00017190637983896358 9.1436871802459471e-05 -0.00062523986228395668 -0.00073705153154151053 -0.00013936406788951549 -0.00075906058595417286 0.00055486732017016036 0.00040204470569733531
leaf_weight=223064 12393 383 36 131 33 68 70 42 22 190 439 21 61 30 564 27 62 36009 1087 22 76 131 372 28 37 38 196 76 154 271 40 304 302 35 39 21 138 48 39 258 26 26 880 949 109 20 137 65 40 22
leaf_count=223064 12393 383 36 131 33 68 70 42 22 190 439 21 61 30 564 27 62 36009 1087 22 76 131 372 28 37 38 196 76 154 271 40 304 302 35 39 21 138 48 39 258 26 26 880 949 109 20 137 65 40 22
internal_value=0 -2.06791e-06 8.55705e-06 -9.94209e-05 -0.000134157 -6.89949e-05 -3.83264e-05 -0.000411539 6.81382e-06 8.4862e-05 3.65656e-05 0.00085985 -0.000198506 -0.000244356 -0.000213329 0.000231763 -0.000289607 -1.46748e-06 -4.23929e-05 -0.000151473 -1.77705e-05 -1.13153e-05 8.60243e-05 -6.89744e-05 0.000157606 -0.000256913 -0.000488956 -4.21309e-05 0.000145739 -3.92968e-05 -8.41627e-06 -1.94249e-05 -0.000182096 -0.000365004 -0.000252166 -0.00098964 1.32181e-05 -0.000150063 -6.16e-05 -0.000206114 -0.00067008 0.000975575 5.03871e-05 -1.78675e-05 -0.000285903 0.000151707 -0.000152854 -0.000451438 1.75244e-05 -0.000343153
internal_weight=0 225207 54424 2143 1760 1106 1038 112 926 733 690 43 251 654 624 60 193 42031 6022 1109 4913 4837 1080 708 321 387 256 258 182 3757 3089 3049 668 366 310 56 2745 509 435 297 74 63 2236 1336 387 900 278 101 177 218
internal_count=279631 225207 54424 2143 1760 1106 1038 112 926 733 690 43 251 654 624 60 193 42031 6022 1109 4913 4837 1080 708 321 387 256 258 182 3757 3089 3049 668 366 310 56 2745 509 435 297 74 63 2236 1336 387 900 278 101 177 218
is_linear=0
shrinkage=0.05


Tree=510
num_leaves=51
num_cat=0
split_feature=5 12 3 12 14 1 12 2 7 14 12 14 0 1 4 10 1 2 6 0 0 14 10 14 0 14 3 1 7 10 14 4 8 1 14 0 13 13 14 0 13 6 10 14 3 0 13 1 10 9
split_gain=0.00200462 0.004133 0.0170647 0.00824315 0.00931045 0.00770779 0.0121628 0.00546651 0.00413508 0.006382 0.00786731 0.00662341 0.00766427 0.00631737 0.00547271 0.0127381 0.00925743 0.00539171 0.00627813 0.00712593 0.00845697 0.00830202 0.00677197 0.00670679 0.00540918 0.00737228 0.00536238 0.0118896 0.0122751 0.00926281 0.00909893 0.0137607 0.00884087 0.00873776 0.00831173 0.00789446 0.00901444 0.00916868 0.00745941 0.00688652 0.00675237 0.00641569 0.00635038 0.00770033 0.00881485 0.0120742 0.0163999 0.0083133 0.00634505 0.00633437
threshold=2.5000000000000004 9.5000000000000018 27.500000000000004 11.500000000000002 0.1012820512820513 2790.319728588885 11.500000000000002 2.5000000000000004 2.5000000000000004 0.12060606060606062 6.5000000000000009 0.05634920634920635 1289.0088005912796 1941.0300553547174 7.5000000000000009 0.94804318488529027 3007.5741317529969 2.5000000000000004 3.5000000000000004 778.64491060969465 937.98699740156701 0.074537037037037054 0.25265957446808512 0.067424242424242428 701.3251561572655 0.087595907928388769 19.500000000000004 2669.2593881982461 4.5000000000000009 0.084523809523809543 0.14434523809523811 9.5000000000000018 1.5000000000000002 1966.0031804422072 0.34698996655518399 1086.8692189335923 0.12060606060606062 0.09449404761904763 0.32200460829493094 1364.7041533538422 0.54006410256410264 2.5000000000000004 0.96076923076923093 0.60263157894736852 25.500000000000004 961.9848145785071 0.053342816500711245 3241.4713401430272 0.42206477732793529 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 7 -7 -3 -1 10 11 13 17 -10 -15 16 -16 -13 19 23 -21 -22 -23 -19 -20 -26 33 28 29 32 31 -29 -28 -11 39 36 37 49 -39 -32 -30 -42 43 44 -36 47 -47 -46 -48 -31
right_child=-2 2 3 -5 -6 6 -8 -9 9 26 -12 12 -14 14 15 -17 -18 18 24 20 21 22 -24 -25 25 -27 27 30 40 35 34 -33 -34 -35 42 -37 -38 38 -40 -41 41 -43 -44 -45 45 46 48 -49 -50 -51
leaf_value=5.0552000764730156e-06 -5.4100417626201979e-06 -0.00037271521181206813 0.00048165055657071727 2.9181955273841222e-05 0.0016715562545634327 -0.00094950890913368116 0.00031596243798342203 0.00059257802296832035 0.00048712399765887923 -1.2787802710720843e-05 -0.00043066151896174927 -5.7532745628268456e-05 0.00052426953441768313 -8.5287918778345937e-05 0.00096273693018247288 -0.00052426777343498546 -9.0336104585730942e-05 -0.00058559088684824229 -0.0003821011141833599 -0.00084633708377493486 0.00071208097739145165 0.00015304697729637458 -0.00096567542716530306 -8.547171229996533e-05 -0.00013863433157980796 0.0011711031971075997 1.067165171143988e-05 2.0278607848922549e-06 -0.00024403795390303299 0.00031347473335802128 -0.00030715025357672398 0.0013853551647625864 -0.00091420794949577811 -0.00019523202561492025 -0.00019298615288789735 5.0763240571399968e-05 0.0004267487365699421 0.00028156905580544849 -0.00092890241443196195 0.00032424934180837347 0.00056906134486780504 -0.00016522178825349937 -0.00055349899406652325 -0.00021582613280278983 0.0013461142341687569 0.0012503207925328753 6.6429258939544012e-05 0.00028509621275588868 -0.0010543751656887648 -0.00042708583888738898
leaf_weight=162003 106198 22 35 29 31 49 31 44 75 5251 170 625 42 437 60 35 32 86 26 112 20 24 31 304 21 22 237 64 311 231 532 25 29 750 64 412 608 20 35 47 59 60 39 111 48 20 28 30 23 33
leaf_count=162003 106198 22 35 29 31 49 31 44 75 5251 170 625 42 437 60 35 32 86 26 112 20 24 31 304 21 22 237 64 311 231 532 25 29 750 64 412 608 20 35 47 59 60 39 111 48 20 28 30 23 33
internal_value=0 3.31272e-06 0.000210228 0.000731814 0.00104055 -0.00012916 -0.000459139 0.000270814 3.0248e-06 -2.63729e-05 -0.00010443 -7.60184e-05 -0.000140271 5.60056e-05 -1.32399e-06 0.000287591 0.000596451 -0.00016223 -0.000263525 -0.000317427 -0.000571182 -0.000160283 -0.000477506 -0.000195754 0.000187222 0.000531464 -8.10483e-06 4.56903e-05 0.000115773 0.000179335 -9.26408e-05 0.000390603 -9.01611e-05 -3.55895e-05 -0.000138298 0.000232873 0.00031381 9.85537e-05 -0.000488731 -0.000255897 -0.000121476 0.000198835 4.9278e-05 0.000121834 0.000297798 0.000508605 3.68423e-05 0.00093803 -0.000439032 0.000220905
internal_weight=0 173433 241 95 66 146 80 66 173192 11189 2122 1952 1313 639 564 127 92 1271 646 577 187 75 55 390 69 43 9067 3066 2035 1605 1031 89 266 6001 942 1339 927 319 55 579 430 119 363 324 213 149 71 78 51 264
internal_count=279631 173433 241 95 66 146 80 66 173192 11189 2122 1952 1313 639 564 127 92 1271 646 577 187 75 55 390 69 43 9067 3066 2035 1605 1031 89 266 6001 942 1339 927 319 55 579 430 119 363 324 213 149 71 78 51 264
is_linear=0
shrinkage=0.05


Tree=511
num_leaves=51
num_cat=0
split_feature=1 4 12 6 13 14 6 13 14 3 7 14 10 14 13 7 6 3 6 0 14 10 13 0 5 14 0 14 10 8 13 10 0 13 3 7 13 0 4 10 4 0 13 5 0 14 0 0 1 14
split_gain=0.00197688 0.00890257 0.00807183 0.00963978 0.00875759 0.0144074 0.0164193 0.0121433 0.00887171 0.00958189 0.012299 0.0101219 0.0091704 0.00873829 0.00859487 0.00826918 0.00825362 0.00814654 0.00931351 0.00989856 0.00792614 0.00783556 0.0125423 0.00774341 0.00986697 0.00764808 0.0137586 0.00756554 0.00957518 0.00794885 0.0062668 0.00540026 0.0071992 0.00505335 0.00500527 0.00873464 0.0126747 0.00848567 0.00596336 0.00552723 0.00502082 0.0107302 0.00956614 0.00933465 0.00718134 0.00703826 0.00642826 0.00584997 0.00529627 0.0110189
threshold=4197.4883033117148 4.5000000000000009 8.5000000000000018 1.0000000180025095e-35 0.13680926916221037 0.053342816500711245 1.5000000000000002 0.24695121951219515 0.48074074074074075 44.500000000000007 3.5000000000000004 0.067424242424242428 0.2022727272727273 0.23166368515205729 0.17445652173913045 5.5000000000000009 4.5000000000000009 40.500000000000007 3.5000000000000004 1187.5997340955021 0.063164893617021281 0.8021739130434784 0.12060606060606062 1364.7041533538422 5.5000000000000009 0.03883861236802414 1173.0767376433671 0.13714733542319751 0.76568627450980398 2.5000000000000004 0.40270270270270275 0.6478537360890303 1070.0586822807675 0.080540540540540564 39.500000000000007 5.5000000000000009 0.14459930313588851 1046.9030864338465 6.5000000000000009 0.97467948717948727 12.500000000000002 916.44505744395212 0.074537037037037054 3.5000000000000004 967.10338307104212 0.21807065217391305 1027.0057469844974 1222.5833773881889 3906.2051313837133 0.28730158730158734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=34 -2 4 -4 8 7 -7 -6 9 10 11 12 -3 21 -8 16 30 27 19 -19 -11 22 25 24 -12 -5 -27 29 -29 -13 31 32 -16 -22 40 36 38 -38 -36 -37 48 -42 43 45 -44 -43 -46 -45 -1 -50
right_child=1 2 3 13 5 6 14 -9 -10 20 23 17 -14 -15 15 -17 -18 18 -20 -21 33 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34 -35 35 39 37 -39 -40 -41 41 42 44 47 46 -47 -48 -49 49 -51
leaf_value=2.1500991007084688e-07 -0.00081940838288956964 0.0010801124723608762 -0.00072716538321085118 0.00013285608410591349 0.00024938006175770648 0.00091048917172123923 0.0007716522647569946 -0.0013078377807452795 0.00073585255820282993 -0.00061017984106879813 -0.00050442371007409831 -0.00063142970839918065 -0.00021282528643098433 -0.00051111167902126908 -0.00062261530246328703 0.00064400920993648472 -0.00091447165059680877 0.0011894309523758357 -0.00066966518492942361 -0.00031201222411168388 0.00081969019036692143 -0.00013289321734766035 -0.00021852776488481926 -0.00034343027218710633 -0.0019175360491499307 0.0018711023635803845 0.0004866039818700622 -0.00064043537704198961 -0.0018986057571601122 0.00060578113103929357 0.00064420170546509331 -0.00089353934842317058 0.00041206820722436535 3.5776994291854164e-05 0.00062023514031392087 0.00015413386607682894 -0.00047109758670558225 0.00070977778202083348 0.0017588234602716633 -0.00061085788126519864 -0.00064081037350531144 -0.00023503508244175468 0.00093781090108677754 0.0018879549446864986 -0.00065677725698708774 0.00091373567775008277 0.00012758181535637818 0.00067861965297197466 -3.8724463071068453e-05 -0.00050155853722445279
leaf_weight=277139 38 24 23 21 21 67 32 31 22 29 21 37 32 25 29 30 37 23 30 21 34 38 29 32 30 38 34 62 20 20 25 24 40 52 23 83 32 29 23 33 35 30 23 20 31 24 166 20 691 158
leaf_count=277139 38 24 23 21 21 67 32 31 22 29 21 37 32 25 29 30 37 23 30 21 34 38 29 32 30 38 34 62 20 20 25 24 40 52 23 83 32 29 23 33 35 30 23 20 31 24 166 20 691 158
internal_value=0 -6.78004e-05 -4.01517e-05 0.000238205 -0.000110331 8.61948e-05 0.000226294 -0.000678961 -0.000245368 -0.000291592 -0.000421046 -0.000256875 0.000341291 0.000358224 1.50446e-05 -0.000115828 -0.000262893 -0.000414139 9.6581e-06 0.000472833 0.000104649 0.000494057 0.000689337 -0.000953117 -0.00133567 0.000972434 0.00121731 -0.000639758 -0.000947306 -0.000197321 -5.85849e-05 -0.000247506 -2.27988e-05 0.000345696 2.60677e-07 0.000237047 0.000562867 9.03022e-05 0.00118953 -6.34931e-05 7.09667e-08 0.000189598 0.00028216 0.000704363 0.000101764 0.00027553 4.15475e-06 0.00128329 -1.66976e-07 -0.000124858
internal_weight=0 1071 1033 208 825 336 284 52 489 467 352 269 56 185 217 185 155 213 74 44 115 160 122 83 51 93 72 139 82 57 118 93 69 86 278560 223 107 61 46 116 278337 349 314 94 220 54 197 40 277988 849
internal_count=279631 1071 1033 208 825 336 284 52 489 467 352 269 56 185 217 185 155 213 74 44 115 160 122 83 51 93 72 139 82 57 118 93 69 86 278560 223 107 61 46 116 278337 349 314 94 220 54 197 40 277988 849
is_linear=0
shrinkage=0.05


Tree=512
num_leaves=51
num_cat=0
split_feature=3 1 12 1 2 3 7 13 0 10 10 5 14 1 0 14 10 10 10 3 10 14 0 10 12 7 14 4 0 14 9 12 1 3 13 5 5 1 4 14 10 0 9 1 3 12 10 12 14 0
split_gain=0.00194507 0.00911515 0.00671186 0.00651439 0.00782044 0.00825692 0.00620613 0.00654466 0.00967907 0.0127736 0.00837831 0.00759705 0.00743617 0.00959136 0.00923974 0.00871485 0.00889202 0.00672854 0.00649883 0.00613786 0.0151385 0.0110866 0.00939124 0.0103663 0.0161179 0.00969684 0.0156727 0.0280177 0.0141511 0.0126466 0.0117852 0.0113626 0.0103821 0.0124407 0.0113446 0.0131569 0.0107192 0.00951248 0.00924234 0.00838882 0.00824808 0.00811803 0.0117946 0.00806493 0.0104327 0.00802005 0.00775657 0.01617 0.00769074 0.00732721
threshold=25.500000000000004 3049.3733999235665 3.5000000000000004 2969.5094685919271 2.5000000000000004 31.500000000000004 4.5000000000000009 0.21132376395534294 650.00108876836543 0.82807881773399028 0.55718954248366026 3.5000000000000004 0.84731934731934744 2228.9969941234554 719.33492945964201 0.41240409207161127 0.21525096525096529 0.13423423423423428 0.36899313501144165 28.500000000000004 0.96225071225071235 0.070598006644518277 1054.4749595559522 0.28388278388278393 6.5000000000000009 2.5000000000000004 0.17752100840336138 9.5000000000000018 1007.5118299007487 0.072299651567944254 2.5000000000000004 3.5000000000000004 3007.5741317529969 27.500000000000004 0.46049896049896061 2.5000000000000004 1.5000000000000002 3091.4684149673285 4.5000000000000009 0.14434523809523811 0.21913109756097562 1001.157454449629 3.5000000000000004 3241.4713401430272 27.500000000000004 5.5000000000000009 0.18274582560296851 4.5000000000000009 0.072299651567944254 806.96991629943716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 5 -5 -1 8 17 10 12 -12 13 14 -10 16 -15 -8 -18 20 22 -22 23 24 25 26 27 29 -27 31 -30 37 -31 34 35 36 -34 -6 -26 -37 -29 42 -28 44 -40 49 -43 -48 -23 -33
right_child=3 2 -4 4 19 -7 7 -9 9 -11 11 -13 -14 15 -16 -17 18 -19 -20 -21 21 48 -24 -25 38 28 41 40 30 32 -32 45 33 -35 -36 39 -38 -39 43 -41 -42 46 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-2.7477094294919475e-07 5.8056428833340523e-05 -0.00089213400563418566 -0.00013881208471101165 0.00015174075420144493 -8.5389295348986281e-05 0.0010029303210866336 0.0007315653340247948 -1.7478160337476228e-05 -0.00073722939564366686 -6.4226092827755483e-05 -0.0005691846086909024 -0.0015464240727790942 0.0005218221323245772 -0.00088027442699636937 0.00028241602754753653 -0.0013610296345885017 0.00068182718664915737 -4.5078265116373304e-05 -0.00052021232455128638 1.0865377781848656e-05 0.00027976108451221825 -0.0013942887143154319 -0.00022848099722727711 8.242607018989891e-05 -0.00040662249190394177 -0.00025953682132155313 -0.00032056589743277938 0.00098223594296723612 -0.00046343349094968289 -3.9610061415287693e-05 -0.002047297619688122 -0.0011709968848718387 -0.00097837367952293298 -0.00014964047145508291 -0.0020664026935992299 -0.0013524662628390544 0.00047467955310518545 0.0014382571162423119 0.00032748763033033058 -0.0004807196698675398 -0.00014540713455062361 0.00016877862535452109 0.00022691257577207581 -0.00026975973219706275 0.0012369335856055842 0.00026492602613870987 7.6288606578600593e-05 0.002001285979204113 -0.00045167880407131057 -0.00018539548550920286
leaf_weight=255081 6129 48 77 352 21 31 42 1449 33 393 59 30 23 55 68 36 22 83 23 11435 49 24 534 1727 44 172 190 50 24 66 23 33 22 67 20 89 30 20 149 40 24 113 204 39 40 40 24 20 220 44
leaf_count=255081 6129 48 77 352 21 31 42 1449 33 393 59 30 23 55 68 36 22 83 23 11435 49 24 534 1727 44 172 190 50 24 66 23 33 22 67 20 89 30 20 149 40 24 113 204 39 40 40 24 20 220 44
internal_value=0 -1.22186e-06 -0.000428088 1.4232e-05 -2.57646e-06 0.000220636 -1.01456e-06 -8.24941e-05 -0.000191154 -0.000259723 -0.000479868 -0.000898591 -0.000336535 -0.000419836 -5.07354e-05 -0.000693947 -0.000453798 0.000215874 6.74514e-05 -8.05766e-06 -6.00483e-05 -0.000406566 -3.38064e-05 -2.63512e-06 -9.39913e-05 -0.000165418 -0.000105773 -0.000290565 -0.000469637 -0.000426995 -0.00123852 -5.84259e-05 -0.000601348 -0.000739687 -0.000936369 -0.000811503 -0.000140074 0.000657853 0.000256842 -0.00108216 0.000616514 8.40495e-05 -3.70999e-05 0.000384879 0.000519963 -0.00030943 0.00038808 0.000951287 -0.000544395 -0.000607796
internal_weight=0 257522 125 22109 15980 383 257397 2316 867 742 349 89 260 237 101 136 100 125 45 15597 4162 293 3869 3335 1608 1336 1117 566 219 492 47 158 334 268 201 181 52 41 272 129 74 551 394 228 189 117 157 44 244 77
internal_count=279631 257522 125 22109 15980 383 257397 2316 867 742 349 89 260 237 101 136 100 125 45 15597 4162 293 3869 3335 1608 1336 1117 566 219 492 47 158 334 268 201 181 52 41 272 129 74 551 394 228 189 117 157 44 244 77
is_linear=0
shrinkage=0.05


Tree=513
num_leaves=51
num_cat=0
split_feature=7 0 6 9 11 11 8 13 14 1 14 13 13 13 4 0 14 8 10 1 0 3 3 4 4 10 0 3 13 13 1 10 1 1 1 9 5 1 14 0 10 0 0 12 13 9 13 2 9 14
split_gain=0.00192728 0.00328544 0.0072254 0.00619521 0.0060005 0.00601996 0.00482916 0.00632904 0.00762784 0.00950754 0.00583534 0.00577462 0.00561031 0.00498374 0.00525041 0.0068724 0.006067 0.00486177 0.00939569 0.0106877 0.00480419 0.00477124 0.00717591 0.0059895 0.00594383 0.00719065 0.00783144 0.0098356 0.0085517 0.0061039 0.00600385 0.0152367 0.00735117 0.0113719 0.00568131 0.00878031 0.00562007 0.0115342 0.0100167 0.00571965 0.00562006 0.00546986 0.0064704 0.00545445 0.00472121 0.00469526 0.0046056 0.00916034 0.00661179 0.00660201
threshold=1.0000000180025095e-35 757.83164246805711 1.0000000180025095e-35 2.5000000000000004 0.060661764705882359 0.55050505050505061 3.5000000000000004 0.077677224736048281 0.54653679653679665 2571.3753443570063 0.84731934731934744 0.24695121951219515 0.087595907928388769 0.028991596638655467 6.5000000000000009 883.9724472351171 0.074537037037037054 1.0000000180025095e-35 0.12347560975609757 2350.1708904636766 755.3515593304021 27.500000000000004 28.500000000000004 4.5000000000000009 6.5000000000000009 0.267479674796748 983.43194644661196 22.500000000000004 0.29893617021276603 0.33712121212121215 2571.3753443570063 0.10582306830907055 2536.1172374379967 2503.1236745302976 2364.0969371768856 3.5000000000000004 3.5000000000000004 2571.3753443570063 0.62331081081081086 821.95600019910705 0.26138716356107666 1086.8692189335923 1040.0256050067871 4.5000000000000009 0.13100686498855837 5.5000000000000009 0.11834733893557424 1.5000000000000002 4.5000000000000009 0.037749287749287756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 -3 -6 10 -8 9 11 13 -9 -12 14 16 -16 -5 -18 -19 -20 45 23 -23 36 30 26 27 28 -26 -27 32 -32 33 34 -25 -36 41 38 39 -38 -33 42 -15 -41 -24 -1 47 -4 49 -49
right_child=-2 2 46 6 5 -7 7 8 -10 -11 12 -13 -14 21 15 -17 17 18 19 -21 -22 22 44 24 25 29 -28 -29 -30 -31 31 40 -34 -35 35 -37 37 -39 -40 43 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=5.742440756542789e-07 -3.7169252382442828e-06 3.2307857578307366e-05 -0.0010764080254981915 0.00051522598788813828 -0.00071445514450142918 -7.3312747511355312e-06 -0.00072638151507003633 -0.0013374322018353268 0.00087892588704735746 0.00034096245432183861 0.0011783465556012137 -0.00015030063430978254 0.00027999341833665744 0.00015379861259099591 -0.0010275324399117382 0.00017724874334817289 0.00015124622255718672 -0.00089809587197600032 -0.00033979271716602584 0.00067828706767712093 -0.00016656395593482259 0.0012890461514788595 -0.00010861133876558696 -1.7390436092420423e-05 0.0011976207204332408 0.00014250525264104599 0.001084031388958598 -0.00035241572126650661 -5.8320474193390945e-05 -0.0007017721966840327 -0.0011920644611047859 0.00050681670761800238 0.00093608597896739166 -0.0010391564862802626 0.00010322812440436238 0.0011240111232398012 0.00059773251522725053 0.0015058982763034494 0.0013100200409760213 0.00015590114726122314 -0.0002834055987131294 -0.00065985990113404114 0.0010039163914094072 -0.0007101164344931022 0.00084488288382999599 -0.00069886938810365497 1.5937023069895322e-05 -0.00041748342452453333 0.00050575207574742335 -2.8782067547268143e-05
leaf_weight=89247 155195 10825 21 52 54 68 38 20 21 42 24 21 63 834 29 20 136 42 85 37 433 22 37 548 33 149 41 39 23 25 37 35 22 25 77 29 51 23 22 75 63 20 23 24 20 24 13777 111 57 6892
leaf_count=89247 155195 10825 21 52 54 68 38 20 21 42 24 21 63 834 29 20 136 42 85 37 433 22 37 548 33 149 41 39 23 25 37 35 22 25 77 29 51 23 22 75 63 20 23 24 20 24 13777 111 57 6892
internal_value=0 4.6357e-06 1.76924e-05 4.56547e-05 2.8378e-05 -0.000320321 0.00011027 -0.000174152 2.76241e-05 -0.000187765 0.000124772 -0.000729389 0.000527815 0.000111775 -5.08679e-05 -0.000535785 1.66348e-05 -6.97877e-05 -0.000253084 -3.10308e-05 -4.19664e-07 0.000140168 0.000522001 0.000126568 4.7101e-05 0.000234097 0.000506479 0.00025722 0.000681788 2.1201e-05 -2.22398e-05 -0.000327573 3.65619e-05 7.41681e-06 4.74234e-05 0.000382499 0.000211522 0.000454309 0.000313689 0.000167561 -1.18335e-06 0.000157538 0.000176614 -5.40425e-05 0.000225948 3.86203e-07 -9.07038e-07 -3.36793e-05 -3.05777e-05 -3.49431e-05
internal_weight=0 124436 34732 13874 10947 122 2927 142 104 83 2785 41 87 2698 401 49 352 300 164 122 89704 2297 79 2218 1146 310 136 95 56 174 836 135 701 679 654 106 1072 195 172 150 98 877 857 99 57 89271 20858 7081 7060 7003
internal_count=279631 124436 34732 13874 10947 122 2927 142 104 83 2785 41 87 2698 401 49 352 300 164 122 89704 2297 79 2218 1146 310 136 95 56 174 836 135 701 679 654 106 1072 195 172 150 98 877 857 99 57 89271 20858 7081 7060 7003
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
PrecursorMz=3488
PosIndexL=3448
Mass=2594
NegIndexR=1967
NumBulky=1934
NegIndexL=1843
PepLength=1815
NumTiny=1724
NumPos=1516
NumProlines=1302
NumGlycines=1063
NumSerines=1012
NumNeg=950
PrecursorCharge=889
PosIndexR=155

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l1,rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 2000]
[learning_rate: 0.05]
[num_leaves: 51]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 20]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
