tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=16
objective=lambdarank
feature_names=proteinsolver_core_score_mut protbert_core_score_wt protbert_core_score_mut proteinsolver_core_score_change protbert_core_features_protein_wt_0_pc protbert_core_features_protein_wt_5_pc protbert_core_features_protein_wt_8_pc protbert_core_features_protein_change_2_pc protbert_core_features_protein_change_4_pc protbert_core_features_protein_change_5_pc protbert_core_features_protein_change_6_pc protbert_core_features_protein_change_8_pc protbert_core_features_residue_wt_0_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_core_features_residue_change_5_pc protbert_core_features_residue_change_9_pc
feature_infos=[1.0292019680946396e-07:0.99955302476882935] [2.9362588804815459e-08:0.99989438056945801] [2.9362588804815459e-08:0.99989438056945801] [-0.99957258060294407:0.99954664092592793] [-1.7822109946202331:2.7829202172772858] [-0.7718178496207293:1.1836910827830871] [-0.65475722273530612:0.97161813916294881] [-0.95284304731763103:0.95284304731763103] [-1.0658877906432389:1.0834499198064409] [-0.49263848455597237:0.49263848455597237] [-0.6660145884265477:0.71743985843780256] [-0.30354715039582469:0.42830531578572661] [-2.5538017917825711:4.9227563274914239] [-2.9324921815353999:2.3593493823342269] [-3.2349753221192521:3.2349753221192521] [-1.4465188228878352:1.4465188228878352] [-1.2705435062311796:1.2301485102017156]
tree_sizes=5877 5832 5820 5823 5834 5829 5854 5877 5861 5892 5862 5866 5874 5867 5884 5895 5908 5923 5903 5919 5926 5915 5937 5937 5944 5922 5933 5919 5939 5911 5921 5922 5926 5947 5932 5917 5920 5958 5945 5951 5949 5903 5945 5934 5932 5948 5941 5953 5927 5957 5910 5978 5952 5959 5960 5956 5969 5958 5965 5934 5924 5913 5980 5953 5939 5982 5946 5894 5937 5994 5944 5925 5960 5950 5951 5949 5972 5973 5968 5930 5946 5926 5945 5972 5916 5960 5939 5946 5945 5967 5930 5935 5899 5935 5948 5924 5920 5968 5982 5956

Tree=0
num_leaves=53
num_cat=0
split_feature=1 3 1 3 1 1 3 3 13 3 3 5 13 13 1 3 6 14 13 1 1 3 9 14 13 5 7 8 3 16 7 3 16 14 7 8 16 7 6 1 3 7 7 7 13 14 6 13 6 14 3 14
split_gain=1219.01 274.384 108.53 69.4058 64.3992 43.1079 24.639 23.179 13.2981 11.7457 11.6764 11.2575 8.47246 8.20662 7.58078 7.92507 4.39474 4.24416 3.85322 3.78696 3.73935 3.57344 3.45904 3.35965 3.30462 3.23164 2.97271 2.6538 2.50348 2.36614 2.30422 2.22301 2.21801 2.1975 2.10726 2.10386 2.08773 1.93782 1.85342 1.75644 1.67509 1.6653 1.6508 1.58882 1.54192 2.20549 1.53671 1.50065 1.83871 1.57632 1.49502 1.45239
threshold=0.084692757576704039 -0.0013648625463247297 0.29573254287242895 0.013902866747230293 0.0088224774226546305 0.012387923430651428 -0.10292014898732303 0.089394620270468308 -0.044778670620560977 -0.074790269136428819 0.15972319943830374 0.2471076703032262 -0.078317510310186966 -0.051014881214093484 0.53163135051727306 0.069527640007436289 0.25481039497758534 -0.0047940935725806957 0.019147985459244812 0.0031755267409607772 0.046207403764128692 -0.37928709574043745 -0.056045380670894131 0.0070290146310919869 0.13081213873462458 0.26666302102910705 -0.0027376435898809944 0.0076262098849477601 0.24607049557380381 0.013319134615674197 -0.0025127799149490082 -0.28584068082273001 -0.10475186761423537 -0.10957220062522102 0.0033731852430635037 0.022635617503510026 0.023278817163718442 -0.0028504820260719186 0.47188198210735949 0.0026815487071871762 0.15972319943830374 -9.7069423279590403e-05 0.0027040164779779182 -0.075626219429854771 0.11541051293707637 -0.0011859977097285813 0.24615656315667592 0.0096121128555075128 0.25895431973554617 -0.085067134401312472 0.054117631167173393 -0.063602028532547192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 23 11 21 13 17 31 18 19 33 42 15 38 28 32 46 -3 36 -6 -18 39 29 40 -14 -13 -9 -10 -22 -2 -8 -11 -25 50 -15 -35 51 -1 -16 -19 43 -7 45 -23 -5 49 -49 -33 -21 -4
right_child=2 5 14 10 6 7 8 16 24 12 -12 27 26 20 25 -17 22 41 -20 35 30 44 -24 34 -26 -27 -28 -29 -30 -31 -32 47 -34 37 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.10972269143363914 0.1475396809267166 -0.16418995924243085 0.15363583453977941 -0.040217670900654347 0.14498946816185918 0.019890992560981216 -0.060132236491906146 -0.11129780521576893 0.0026590542066172989 0.057893191298686579 -0.09543506714668791 -0.12651823824106942 0.051671504849393507 -0.069605715245973879 0.17338762553986298 0.0058881830138232567 -0.15271619333771161 -0.094295556260786173 0.033074110014273302 -0.11981801797565045 -0.043927291909379225 0.095692049300019122 -0.041215923067624553 -0.13710535917526653 0.072611590601073472 0.14538264427937972 0.10279771480423167 -0.091272508697673643 -0.14403395376058298 0.051039938848075596 0.015508044982049753 0.11950961305573796 0.012439891393229803 -0.053327955051645462 -0.082152831660621012 -0.088992501469073948 -0.021483036730092955 0.026798970747714181 0.0090730250517146067 -0.0012201306593978721 0.11453555073070656 -0.029921021597191545 -0.054766229907899255 -0.097277547543992954 0.11670910783241001 0.0342590887057522 0.045857146022023815 0.1359005474457104 0.059957273316012388 0.064611110161019766 -0.15232463264821025 0.12178596278857914
leaf_weight=2.228767690845415 28.001075211424904 146.33664534338732 30.64616574493084 17.536582734000152 14.45697287396615 1.1839308833441453 5.0860147519961201 47.188295941939941 19.122214924139598 6.4302395930826632 18.797234883964848 55.532202815873461 15.776450827826919 26.270739208473969 168.40355416561215 5.0790051861804377 3.6972821013769126 8.5687855973251335 18.785863095364675 20.844516884935729 10.110553760849145 15.098921260541827 11.173403582783065 18.523553793605974 28.66380765951908 65.347170670291234 41.29265510440473 35.172787701554626 47.291082216972427 21.432687141124916 18.307563646470953 10.358076199485369 24.071812248034803 6.1964961699188743 11.375667240979963 8.387723294188616 13.752406007276475 5.853387569130061 1.1309915222082043 4.4436615650756721 5.1205265414464511 7.5978926404095537 14.208396969563635 42.714999709105541 11.262756355166855 9.5734996750470618 2.3372262394041163 26.436577210514773 3.6707847495999877 10.730386504701526 47.379114482151635 28.034587856027429
leaf_count=348 3974 17607 4511 3089 2000 228 769 7629 3378 1109 2843 4728 2690 4552 24166 830 303 1530 3161 3359 1888 2375 1409 2508 5042 7645 7449 3537 6422 3684 3023 1567 4121 1065 1560 1299 2340 1078 205 672 699 1306 2383 7377 1947 1629 325 4423 518 1870 6674 4568
internal_value=0 -0.0817339 0.117904 0.0630232 0.0180815 -0.118333 0.0447028 -0.0860264 0.0190604 0.0978687 -0.0308257 -0.142625 0.0696329 -0.0568752 0.156236 0.125837 -0.119748 -0.0230413 0.00061806 -0.15472 -0.0333975 0.102962 -0.0690858 -0.101943 0.0466275 0.164485 0.0886844 -0.112871 -0.127707 0.0282387 -0.00565186 0.124782 -0.000247532 0.0107709 -0.116258 -0.136598 -0.0530869 -0.0144229 0.136017 -0.0376561 0.171663 -0.0641067 -0.0845098 -0.0941109 0.0859915 0.071896 -0.0300634 0.112289 0.126682 0.0916529 -0.142426 0.138461
internal_weight=0 751.059 515.965 212.203 201.507 549.552 164.935 235.899 114.543 154.746 57.4569 313.653 75.5492 126.549 303.762 64.8908 109.35 45.3245 38.6597 222.948 68.4413 50.3922 14.8707 36.5717 69.2187 238.871 57.0691 90.705 94.4794 40.5549 28.4181 79.1969 29.1578 18.4801 29.8992 76.6114 40.0231 12.0499 59.8117 6.67243 173.524 16.1667 58.1073 43.8989 35.9352 24.6724 19.8738 51.1958 30.1074 21.0885 68.2236 58.6808
internal_count=185412 107627 77785 35161 32869 74758 27781 37554 19830 25743 9418 37204 13391 21791 42624 10114 15763 7726 6575 28939 11803 7951 1712 5088 12104 32510 10139 8265 14051 7062 4911 12352 4890 3252 4068 11332 6892 2143 9284 1020 24865 2836 9988 7605 5951 4004 3414 8378 4941 3437 10033 9079
shrinkage=0.1


Tree=1
num_leaves=53
num_cat=0
split_feature=1 3 1 4 0 0 4 0 1 1 0 0 1 4 4 1 3 0 4 3 5 0 4 7 4 5 1 7 0 5 4 4 7 8 0 7 0 5 1 3 4 3 4 0 5 0 1 4 1 4 3 5
split_gain=2520.95 624.779 180.723 189.319 172.576 120.859 97.2316 80.9954 65.3986 60.6582 48.8517 41.2241 37.6756 37.1348 33.683 33.2875 29.7603 28.5163 28.2045 27.8526 22.747 21.3603 18.1702 17.9129 16.2037 15.7538 15.1994 15.0968 13.7663 12.8089 12.4569 10.9487 10.7633 10.6726 10.6601 10.4073 9.04474 8.84885 8.82908 8.59072 8.46479 8.45682 8.43712 9.47249 8.41817 8.27269 8.24007 11.7839 7.95497 7.66512 7.22012 7.12854
threshold=0.18475361168384555 -0.014001585543155668 0.65244099497795116 1.3861729212841993 0.0078477500937879103 0.021712374873459343 -0.51310152443926649 0.002846706891432405 0.91598615050315868 0.029692722484469417 0.11591581255197526 0.11086984723806383 0.99217537045478832 -0.057909934079360417 2.1043927691301776 0.038532732054591186 0.061347549781203277 0.0012698932550847533 -0.11607542693231619 -0.1958099018083885 -0.41454401812162894 0.00077282692654989671 -0.24984684160916124 0.0049797144690856701 -0.057909934079360417 -0.51489195722640246 0.97536692023277294 -0.0018849527508946727 0.0063358121551573285 -0.23264554982187083 -0.048446010049716673 1.4767826490232905 -0.0030683754116382161 -0.018086800003125923 0.032835466787219054 -0.014550878205575607 0.15635698288679126 0.41589046585906947 0.44616070389747625 -0.028995955362915989 -0.27711828664370503 -0.28584068082273001 0.15566964870494759 0.21891400963068011 0.41589046585906947 0.017214817926287655 0.37604363262653356 -1.2713528930891254 0.30741679668426519 2.2972264676317997 -0.070225735194981084 -0.25134221251545702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 21 17 19 26 10 -3 13 18 14 -4 31 -8 23 -2 46 29 41 -1 51 -11 25 -19 -5 45 -15 -6 -22 -9 -30 -14 -17 -32 -31 -37 -20 48 -12 -10 43 -13 -34 -21 -7 -48 -27 -26 -40 -23
right_child=2 9 3 7 6 11 15 12 20 16 40 42 33 28 -16 34 -18 24 38 27 30 22 -24 -25 49 39 -28 -29 32 36 35 -33 44 -35 -36 37 -38 -39 50 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.12006668411424426 0.12502263347632125 -0.13913942692896525 0.1337540979466387 0.037281377611228746 -0.039626710090536213 0.025521279297209161 -0.1164378575805817 -0.015739526989569565 0.10119916615326596 -0.095616886536655218 0.082592043993900327 -0.0046051598167611346 0.0005500883379137584 0.10841172324727009 -0.086834597578544129 -0.027289138018261716 -0.12495986279717736 -0.025105336844904326 -0.034914921431450661 0.027515929085094339 0.1622739135776021 0.013542170172154051 -0.0052573645617910482 -0.049222561572907428 0.036610712181386645 0.069989638177428759 0.11271336578702695 0.0022023876072103698 0.031921423442135326 0.069942234487268329 0.06198542361375059 0.058883696940724796 0.08443151585964799 0.07656884668820195 -0.069580861996117169 0.13807510440850915 -0.057698553741353457 0.088328525265066737 0.043719199907127276 0.025952705928783484 -0.0035958115818138844 -0.00067213184106615506 -0.086517285660947518 -0.080095982423632472 -0.026871228296997243 -0.062619679250912483 -0.13813809110588329 0.077002556746382914 0.129006143615185 -0.14215090758691898 -0.014212652459927531 0.082998639632050897
leaf_weight=56.964353529037908 94.640780617133714 750.44389098697866 185.79478530428605 36.745231105480343 14.802656520623712 91.503324918361614 116.52512256710907 68.531553891836666 17.069722565356642 218.35366445951513 13.939156565582378 47.514513901202008 27.958469484932721 99.249586474616081 66.671320191584527 104.42707997756952 217.61041130757076 11.771315748803316 83.493549368460663 11.804735231853554 159.29453996749362 17.864823665120639 44.712268008326646 134.57887116985512 110.93203015532345 36.331364563666284 98.045439946465194 154.50829156553664 72.335107486927882 79.782059844059404 21.775866372976452 27.551191139442381 140.12689161323942 54.392427988583222 138.9379608129675 355.98324397718534 5.9537368213059372 39.887449196074158 37.482041756622493 15.023382862927972 62.08185985009186 15.577873439295216 43.830338669824414 25.549272929667495 7.1337349601089945 73.676910262627644 2.6191986743360749 75.442514511581976 61.85885699861683 2.4346944224089375 50.450671549653634 85.676332686154637
leaf_count=1684 1823 54242 2805 642 442 3136 7327 1139 204 14401 213 1575 506 1736 1421 5599 15971 267 3766 580 2531 652 2812 7685 3546 1115 1561 6494 1139 1814 329 718 2627 1243 7313 7862 114 785 849 460 1071 215 1631 1165 133 3357 8 1554 1329 22 953 2846
internal_value=0 -0.0765934 0.0717274 0.0913627 -0.0126177 0.0327437 -0.0362465 0.0298979 0.11098 -0.120453 0.0869575 -0.000593595 -0.00434469 0.098215 -0.0322322 -0.0724876 -0.0958705 0.0785822 0.0169746 0.00205685 0.133859 0.0680249 0.0480167 -0.0779293 0.0601346 0.0849654 0.0921574 -0.0164541 0.0774997 0.0462384 0.138455 0.00566513 0.063521 0.0507658 -0.0514369 0.129363 0.0610685 0.133067 -0.0116284 0.096412 0.012223 0.0526169 -0.0518366 -0.0310161 0.0790371 -0.0501691 0.0458898 0.0697545 0.107186 0.0327501 0.0104851 0.0710191
internal_weight=0 2226.62 2361.02 1570.15 905.636 790.878 700.419 379.896 1190.25 1320.99 580.661 457.885 245.105 504.64 162.754 359.89 570.543 332.992 340.991 340.528 609.589 205.218 148.253 352.933 238.352 124.985 134.791 239.99 318.845 100.538 576.941 96.0827 219.596 82.3509 243.365 417.647 85.7358 395.871 171.426 113.214 76.021 32.6476 116.894 73.0638 147.261 85.4816 169.565 78.0617 98.1902 113.367 87.9327 103.541
internal_count=185412 133333 52079 28880 41034 23199 33040 7230 21650 92299 9724 14637 5027 8440 3278 20239 38057 8562 10266 12801 11926 7994 6310 22086 6739 3171 2203 10431 5635 2370 11507 1857 3899 1749 12912 8976 1928 8647 5568 2904 1284 419 4371 2740 2760 3937 4698 1562 2444 3568 1802 3498
shrinkage=0.1


Tree=2
num_leaves=53
num_cat=0
split_feature=2 1 3 2 3 4 1 2 2 4 3 6 3 3 3 6 1 5 1 13 11 1 2 16 4 1 9 1 8 4 13 2 13 11 11 2 9 16 9 2 9 5 13 9 5 2 3 2 2 2 6 13
split_gain=1672.4 263.192 226.076 100.153 85.1956 70.9259 45.7952 41.3991 30.1818 24.6638 21.2619 20.1471 15.4015 14.5129 13.1247 11.6451 11.5295 11.3993 10.333 9.80339 9.53557 8.72506 8.24731 7.5537 7.4349 7.31329 7.32065 6.987 6.79858 6.63611 6.57477 6.04705 5.94237 6.47559 5.3956 5.30596 5.25718 4.95352 4.93076 4.81909 4.45219 4.44154 4.43167 4.34685 4.34505 4.30411 4.25591 4.10484 4.02741 3.98566 3.97205 3.94474
threshold=0.049687776714563377 0.13629079610109332 -0.12114015454426406 0.18727380037307742 -0.020902313757687804 1.3091678732001313 0.1135767810046673 0.35250110924243933 0.010117102880030872 1.353957103492019 -0.23586193355731663 0.25174418751383393 -0.0028584273532032962 0.071715709753334536 -0.33611839683726424 -0.24580263177593256 0.11111555248498918 -0.41454401812162894 0.9934787154197694 0.060502725474078624 0.040261479606516028 0.9934787154197694 0.013864347711205484 0.006958293854185958 -0.048446010049716673 0.37604363262653356 0.049523023413564099 0.53163135051727306 -0.0047889848218213111 -0.20890122364160388 0.092475839754204217 0.00066432534367777418 -0.2387790859482222 -0.017991829566609743 0.017221654805951194 0.0009155117440968753 0.066731989790575763 0.021610126268166913 0.049523023413564099 0.1171228773891926 -0.049250140475189823 -0.21214197835752763 0.036423725367377639 -0.066533785987141589 -0.10539597720524102 0.077249038964509978 0.059338443941669546 0.092883501201868071 0.0072993733920156964 0.99612450599670421 0.25174418751383393 0.12063722450628672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 10 8 12 14 11 16 -1 15 30 23 41 24 50 18 51 47 36 28 -12 48 -3 26 34 40 -7 -27 45 44 -23 -34 46 42 43 -24 -22 -16 -19 -2 -35 -13 -26 -4 -10 -8 -6 -11 -5 -17
right_child=2 5 3 9 13 21 19 -9 25 49 22 20 -14 -15 39 17 -18 27 -20 -21 38 32 37 -25 31 29 -28 -29 -30 -31 -32 -33 33 35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.080179412833361954 0.031447972999455363 0.12846227265974644 -0.044110726636716779 -0.14181261335576531 0.010584986602920024 0.0034316620409858599 -0.01810647348243621 -0.10291671716121871 0.056151252861695915 -0.071862529158904398 0.046753903929831475 -0.10011026388201233 -0.09542279030216598 -0.091869361768917177 0.030426339940180444 0.11811602364218617 -0.092790299815781199 -0.057787212087997974 -0.063685279738913414 0.01306008711487266 -0.098979995670037596 -0.1767135810879075 -0.014620954099239991 -0.0086822178660035578 0.12133017332282064 0.11007553860673223 0.11540940480420694 0.13146244823926609 0.047636086841523873 0.069027862746608368 -0.015672616772593545 0.026475487276441879 0.03002877862998924 0.050584835077265994 -0.021441079916807375 -0.031505585809704778 0.15597675944249814 0.025257970071218452 0.075447211608148795 -0.025271238870837365 0.10130939535157094 0.088464261086588447 0.10650293561825031 0.076935140252442288 0.052986248186529132 -0.089838449119194266 -0.045328971042835009 -0.064266857883366432 -0.060220322412708166 -0.11993263997629178 -0.11469186177470554 0.040918917036500344
leaf_weight=83.801548507341067 18.291948693571612 26.178845210350119 39.867437202512519 419.63898163616977 9.0335366472572769 76.806760466366541 39.816116195288487 22.123724850869621 91.135154304341995 89.09269127639709 73.097140744990611 1.3898342540487636 293.45617421086354 52.125675082352245 55.496837749524275 18.247696178732443 63.11270534787036 1.7954011507099483 5.1415998395532361 61.504114923853194 4.6520846788771442 1.0221416102722276 65.090658553104731 77.363962755320244 20.429710877127945 66.338053009938449 16.482445609290153 432.11707962222863 63.591773399733938 97.349100705003366 34.303053727082442 24.717861091485247 37.249383924063295 20.932597442995757 11.317928801989181 3.89286119560711 8.5731124784797412 59.699037652870174 2.466452675871551 21.555003420449793 67.379683184146415 54.280418808368267 44.219713655067608 111.63081630435772 17.152678227983415 42.682793815882178 4.3163076618511687 37.340153011871735 72.187458027823595 21.448109391261823 62.563396051307791 10.42314390838146
leaf_count=3403 889 755 3026 33060 910 3431 2711 1494 5717 6318 5636 29 26359 4716 3222 363 4425 40 113 4097 136 10 4459 6931 338 2189 305 13471 2032 4519 2312 717 972 426 409 117 109 4070 47 1338 4242 2031 1009 2950 247 3186 416 2509 6683 1257 4427 281
internal_value=0 0.0641686 -0.0826228 -0.0979233 0.00199166 0.0879578 -0.0664061 0.0247107 0.0994193 -0.124302 0.0379663 0.109946 -0.0831958 -0.0461002 0.0435919 0.117382 -0.133034 0.122942 0.0666887 -0.0167196 0.0739063 0.0398698 0.0200843 -0.0310477 0.083741 0.0718166 0.0534042 0.126733 0.023457 0.0856734 -0.05248 0.064918 0.0613346 0.0636526 0.0438147 0.0817802 0.080492 0.00445788 -0.0385069 0.0148429 0.0971665 0.0741043 0.0885557 0.0747427 0.0901773 -0.0677685 0.0515548 -0.0404556 -0.0523446 -0.0812071 -0.138298 0.0900937
internal_weight=0 1779.35 1376.57 1204.83 492.399 1286.95 548.97 171.748 1039.23 655.856 281.688 752.296 410.309 210.711 149.624 623.584 545.315 535.105 33.8124 138.66 128.712 247.715 197.887 158.585 88.4791 286.939 123.252 501.292 140.399 163.687 116.853 62.3003 107.317 106.295 106.769 69.0452 121.594 124.79 7.11854 77.0518 69.1751 72.5724 65.1523 113.021 37.5824 82.5502 95.4515 77.1563 81.221 110.541 482.202 28.6708
internal_count=184859 82198 102661 93687 36808 45390 44200 8974 37393 49487 17568 23838 34883 19240 7480 20567 41912 18510 757 9317 3271 7997 14165 14524 2057 13555 6847 17753 5463 6708 8524 1302 2534 2524 6542 1552 3088 8529 183 4560 4282 2920 1435 2979 585 6212 6133 5220 7593 7575 37487 644
shrinkage=0.1


Tree=3
num_leaves=53
num_cat=0
split_feature=2 3 1 2 2 1 3 0 3 6 6 0 1 0 10 0 16 1 3 1 1 6 6 7 3 7 2 9 0 2 1 2 10 1 6 6 6 0 1 0 6 3 0 0 3 9 13 2 1 2 16 1
split_gain=1093.4 222.451 105.991 80.296 39.5839 36.5919 29.0422 22.9805 16.2571 14.9822 14.5795 14.6939 14.4246 10.5277 9.70395 8.71102 8.4422 8.32563 7.61486 6.7266 5.80349 5.03882 5.1989 5.0339 4.48728 4.44869 4.04513 3.82968 3.81172 3.78002 3.63001 3.62888 3.44997 3.43422 5.6403 3.47312 3.78033 3.53747 3.88336 3.3687 3.34831 3.24628 3.18154 3.17991 3.09881 3.044 2.84354 2.72005 2.7153 2.69807 2.69541 2.60479
threshold=0.032172136008739478 -0.072525710798799978 0.092162095010280623 0.12814036011695865 0.1999965384602547 0.13629079610109332 -0.036394452676177018 0.0090496465563774126 0.010224720463156702 0.19965738377564782 -0.20176683796734193 9.3806971563026323e-05 0.40977548062801367 0.0099098812788724917 -0.0071338375807042456 0.00051037184312008332 0.021610126268166913 0.14313882589340213 0.018763580359518531 0.37604363262653356 0.10078750550746919 -0.32581145211269164 0.18926810033748506 -0.0025127799149490082 0.28689026360370923 0.00075928786880311158 3.049272709176876e-05 0.049523023413564099 0.00077282692654989671 0.0003354286309331656 0.060265999287366874 0.0015235689352266493 0.0053717873831304356 0.90557980537414562 0.20248356288018826 0.26015838596626389 0.27208818693517051 0.15311517566442492 0.99874538183212291 0.00015312573668779808 -0.2432465040438288 -0.1596003212034702 0.0012698932550847533 0.023340769112110141 0.23753416072577241 -0.0010932196466068894 0.20972757355993596 0.31236897408962255 0.97131854295730602 0.36801102757453924 0.028451020568320901 0.2113011032342911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 13 42 16 10 11 -4 28 39 41 27 -3 21 50 25 -6 32 47 -7 30 43 -14 29 -12 -11 -10 -28 -5 -17 -35 -36 -37 -38 -39 -1 48 -13 -2 -9 51 -31 -45 -23 -16 -19 -8 -25
right_child=1 3 9 17 20 23 18 19 24 15 12 14 26 -15 40 33 -18 49 -20 -21 -22 22 -24 44 -26 -27 31 -29 -30 45 -32 -33 -34 34 35 36 37 38 -40 -41 -42 -43 -44 46 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.13973478037771137 0.11822106150327556 -0.059468921261249842 0.13166552960834149 -0.095756531324970778 -0.10205376059966853 -0.02352809096039047 -0.028737321785905691 0.025209064905512585 -0.084702235678363769 0.094996898225457843 0.11040593639071912 0.043131149430476579 0.064221843628011629 0.011252063900935742 0.044249749149167183 0.032598134977404429 -0.011508223183003995 -0.052929464288382404 -0.065641394772016998 0.0578380283597743 -0.0192744446138116 -0.10524256227320024 -0.094078783704152777 0.0026835734576236988 -0.1154791857546206 0.022229597432130085 0.11387059576712229 0.13716038084987653 0.057885544971219907 -0.024945921176254479 -0.052778406546676621 0.095739872151519759 -0.032443886234219253 0.019268479765896167 0.10860479158007684 0.029413304967010074 0.10600738751548296 0.092945511901493985 -0.18657309579452841 0.064295362903566119 0.10111567679278133 -0.0049593960052602597 0.070807530664484614 -0.040298915467974782 -0.09064823351252789 0.072663000869645583 0.051441063777547702 -0.12374773384974853 0.078472611843626527 -0.10505660721691774 0.010549262249963619 0.050670760180475387
leaf_weight=6.8375075442017978 24.290511433428037 88.968614683122723 28.077180587919429 29.514838793984381 24.928960048287991 29.200173834062298 39.673084990070492 13.694384165224617 132.72296934923361 33.830387704540044 15.914832760579882 28.488494629506022 25.039922878961079 54.487030597083503 47.853886786324438 84.119693033426302 62.481802794151008 35.105715723344474 40.897172914046678 32.43066605553031 12.837013396318069 110.04668138120905 109.11072009519194 17.602627413914888 34.553831094563066 75.408922849965165 243.36015534121543 13.919609930831937 105.67860824780655 5.500424393452704 48.850929422427726 204.0232897803071 12.18118999712169 23.397140241693705 22.19987184079946 20.586875628272537 16.996594566269781 1.0687632889021177 0.89958199928514648 44.275423306433368 26.657547247130424 27.647411244688556 34.226903359231073 33.625247844145633 2.078621811408083 7.581901786667002 3.7407273089047512 294.95382363667886 45.147621744312346 13.883076703117693 31.172150204860372 31.642783658826374
leaf_count=222 663 8691 520 1847 2255 2468 4318 863 15109 612 584 1136 617 4854 2434 4335 5754 3346 4657 2231 1169 11771 9324 1655 3164 5577 9536 174 8453 117 5376 10128 1000 849 639 505 620 41 3 3025 1168 1403 1706 2542 175 166 271 28503 1119 1355 3142 2667
internal_value=0 -0.0632259 0.0676885 -0.0835273 0.0205388 -0.0514416 0.00424063 0.0369544 -0.064816 0.0811027 0.0875869 0.0645016 0.0955079 0.0418398 0.0537624 0.0586132 -0.0396861 -0.107298 -0.0312927 0.0172207 -0.0739384 -0.110783 -0.113497 0.00961096 -0.082421 0.00679857 0.103415 0.0910706 0.0647747 0.0773488 -0.0761193 0.105606 -0.0772817 0.0469403 0.0610994 0.0769387 0.0591246 0.0913198 -0.0353225 0.0744317 0.0698533 0.019452 0.0905185 -0.0159907 0.0284666 0.0316452 -0.0310949 -0.118724 0.060875 -0.0677343 -0.0114528 0.033525
internal_weight=0 1308.08 1245.33 1052.9 255.183 448.102 217.342 217.417 367.578 1027.99 797.889 203.872 594.017 105.6 175.795 230.101 151.45 604.796 111.742 158.9 37.766 555.807 514.111 80.5242 216.128 126.469 472.423 60.8323 121.593 46.9127 181.574 447.383 41.696 169.269 85.1488 61.7517 39.5518 18.9649 1.96835 51.1129 119.659 56.1359 58.5174 51.0604 51.324 13.0823 37.366 405.001 93.0015 48.9888 70.8452 49.2454
internal_count=184859 119482 65377 102205 17277 45059 20218 13853 38094 45159 37098 7780 29318 8101 7260 8061 14445 57146 12117 11484 3424 52445 49598 6965 23649 9253 20281 1069 9037 895 20485 19664 2847 6992 2657 1808 1169 664 44 3247 4721 2539 2369 3676 4497 283 2813 40274 3553 4701 7460 4322
shrinkage=0.1


Tree=4
num_leaves=53
num_cat=0
split_feature=2 1 1 0 0 4 2 2 0 1 0 1 4 2 1 0 4 1 4 0 4 0 7 2 2 4 5 0 2 5 6 2 4 8 5 7 7 0 1 6 5 16 2 1 5 4 5 0 6 16 8 4
split_gain=768.978 120.184 109.42 38.0508 28.2483 24.1056 21.5174 19.9331 19.1952 18.0179 17.8002 14.8403 12.407 13.9173 8.92423 8.78693 8.34497 7.81654 7.77602 7.27978 6.96225 6.78337 6.40578 6.28748 5.99901 5.30591 5.20058 5.07615 4.19239 4.14662 3.97153 3.83939 3.82381 3.63018 3.44979 3.1325 3.09679 3.09262 3.06858 3.00165 2.8892 3.12511 2.825 2.74343 2.71612 4.00686 3.64438 3.60503 2.80286 2.68472 2.60685 2.54151
threshold=0.04279721342027188 0.1397197097539902 0.043243680149316795 0.013881590683013202 0.012543205637484791 1.194750959339365 0.0039720970671623954 0.15286651998758319 0.0037137096514925365 0.2113011032342911 0.00030642122146673506 0.031126802787184719 1.353957103492019 0.1250848323106766 0.99445050954818737 0.17256999015808108 0.63965676198111765 0.67639699578285228 -1.0584841907846603 0.00030642122146673506 -0.048446010049716673 0.00092737181694246839 0.00095522329661992713 0.9785786271095277 0.18727380037307742 1.4387377455964052 -0.48980527591289524 0.087152734398841872 0.3008441030979157 0.39809286497211333 0.19966159345964965 0.00073927396442741166 0.68618109377370107 0.0088837575439255131 0.58430809840367781 0.0033731852430635037 0.066462915469677836 0.010774124413728716 0.31952442228794103 0.25174418751383393 -0.22724364146318607 -0.036453614196832733 0.0086742448620498198 0.2113011032342911 -0.035476443581294252 2.1245975209561778 -0.037911311908816053 0.0012698932550847533 0.12521807581906166 0.05900642776034417 -0.033398832053202966 -0.1803963313687704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 19 6 20 9 24 15 -7 35 13 37 25 22 17 21 -4 -1 36 -8 -5 34 -2 -12 -23 42 43 -18 -22 50 -33 -25 -14 -6 -3 -10 -28 -15 41 -16 -13 -9 46 48 -27 -47 -46 -24 -32 -11
right_child=2 5 3 7 11 10 16 28 12 51 14 27 23 39 40 -17 29 -19 -20 -21 30 26 49 33 -26 44 38 -29 -30 -31 31 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 47 -48 -49 -50 -51 -52 -53
leaf_value=0.096193082088933193 0.088881007605589243 0.12146269873201265 0.088242505424120432 -0.048423799156976692 -0.070557281909724601 0.098148322163082002 0.10378311464034205 -0.070430757501005317 0.0016813002804741677 0.044473577269446625 0.060416961171720462 0.051957425644753787 -0.03985013461397402 -0.11917079774020899 0.11503022986514527 -0.082262154485545455 0.034496600140530541 0.090180545280902372 0.014453778807423621 0.030663169958206421 0.09658237187812041 -0.035622131632470973 -0.023105691148823715 -0.1046631658716779 -0.087684357364017376 0.067523243129629373 0.032795448812595066 -0.040028505893792636 -0.096017533879562897 -0.05090007482926559 -0.025176860235515824 0.07456719199645799 -0.0056342431817879811 -0.056682212508637746 0.096582770475184446 -0.026871533937714822 0.019493212784934807 -0.07886487654504748 0.065506326697035655 -0.092901741268750615 0.060743004480161955 -0.095742393481790311 0.0034819367257969158 -0.0228643899574964 0.075049636895239302 0.041574221360991412 -0.061104110244326972 -0.040480624388046893 0.0048624082600165078 0.011996911149904014 0.087718059075167651 0.0032728928063678444
leaf_weight=20.69614312320482 7.4187605275656079 107.06252947007306 26.195338800607715 89.902465758787002 48.075449579271663 43.363083402859047 21.50409161078278 42.782851492695045 4.9594758644816457 29.799964583900874 13.870391975622622 13.705470715231057 36.115924255427672 266.7879545944852 0.97588440892286632 37.284190843645774 16.892493131075753 85.186105750995921 31.394902948377421 93.574530972182401 214.96801111102104 7.8802390133496365 65.862334409495816 36.910724955843762 2.5803782293369295 2.5782791933743292 60.647331071806548 25.443696460584761 51.015731531268102 8.5492252232506889 2.1073781618615604 12.686613015830519 11.168560843332669 27.666925788624212 1.937072962289675 24.966659515615902 3.071132087847217 122.29025961056323 54.510872369428398 52.434537390858168 54.234735722187907 2.3976177838630965 97.008196824754123 16.949810832593357 9.9642322758445516 7.0480647659860578 14.606812178622931 22.107104782015085 13.237832352053374 32.54141681449255 62.476032126694918 30.07812214671867
leaf_count=662 372 4303 987 10139 6170 980 595 5382 438 2463 1114 1638 3166 32545 29 4327 1930 4915 2783 7963 9909 534 6886 2473 278 230 5277 3016 6447 422 76 508 446 1888 174 3113 151 15233 4053 4496 1897 59 9921 1936 962 298 586 1755 808 3354 1744 3417
internal_value=0 0.0544676 -0.0643908 -0.0279077 0.00256376 0.0741477 0.0829749 -0.0389474 -0.0940013 -0.0249742 0.0421292 -0.0192767 -0.0965019 -0.103711 0.0248935 -0.0379171 0.0601312 0.0661489 0.0480338 0.0425446 0.0970671 0.0519766 -0.02913 -0.0651292 0.0432426 0.00398481 0.0429085 0.000232608 -0.0749554 0.00578526 0.0892362 0.0713643 0.0370419 -0.0841278 -0.0328636 -0.055635 0.118623 -0.0757258 0.048287 -0.114861 0.0551574 -0.0344897 0.00949012 -0.056944 -0.00728316 0.00404227 -0.0417568 -0.0206313 0.0350387 -0.0114974 0.0840284 0.0237846
internal_weight=0 1176.56 1012.91 453.807 323.47 853.095 668.711 396.217 559.102 285.468 184.384 209.199 549.103 446.472 141.021 225.59 255.17 229.729 57.5902 114.271 413.54 144.543 188.306 102.631 9.99914 83.4127 123.038 136.157 110.748 25.4417 303.407 88.4386 23.8552 64.5777 38.053 73.0421 110.134 127.25 115.158 319.222 57.6082 3.3735 110.714 59.7327 69.5423 52.3572 17.1851 29.1552 23.2021 98.4038 64.5834 59.8781
internal_count=185248 76064 109184 48121 32483 43581 34863 44351 61063 30586 8718 23858 60413 52712 7738 24706 17726 15374 3770 8625 17137 10459 20379 7701 650 5753 9864 14575 13765 2352 12683 2774 954 4361 3340 9283 4454 15671 9330 37041 1985 88 11559 7318 4639 3823 816 2053 1770 10240 1820 5880
shrinkage=0.1


Tree=5
num_leaves=53
num_cat=0
split_feature=1 0 1 1 0 4 1 0 0 0 0 6 7 0 1 4 10 4 4 4 5 5 4 1 11 0 5 1 4 15 1 0 0 1 4 0 1 6 7 8 11 15 7 4 0 4 5 7 5 1 4 5
split_gain=549.779 122.07 47.0174 46.944 26.6982 20.3204 17.7976 16.4609 12.3701 10.8548 10.3763 11.7272 9.1186 6.29031 6.01286 5.5256 5.23704 5.15196 4.99939 4.68018 4.55397 4.37638 4.12851 4.75902 3.92408 3.31865 3.24344 3.15164 3.33548 2.8162 2.75032 2.68828 2.62436 2.34987 2.30313 2.18965 2.18362 4.16925 2.17086 2.17045 2.42061 2.6188 2.11056 2.05547 2.03215 1.99753 1.9921 2.43548 1.91991 1.91676 1.86157 1.80643
threshold=0.12659992277622226 0.017214817926287655 0.031126802787184719 0.46762439608573919 0.00092737181694246839 0.37529255658543054 0.0083470293320715445 0.10433318465948106 0.13248431682586673 0.0020982120186090474 0.0020982120186090474 -0.20176683796734193 0.0016620180426053122 0.30921378731727606 0.65244099497795116 -1.1598165979711148 -0.0069780865126071916 -0.068061363238241898 1.3861729212841993 1.4527123158301227 0.39809286497211333 -0.51489195722640246 1.353957103492019 0.0083470293320715445 0.01040242057901806 0.048193167895078666 -0.20958588292065652 0.10658007487654687 -1.0584841907846603 -0.17260440322362783 0.95645850896835338 0.0040153872687369594 0.52733281254768383 0.2113011032342911 1.4478914075060272 0.37214034795761114 0.74231892824172985 -0.22671618729579932 0.066462915469677836 -0.023468327547503443 0.0026547553508646129 -0.042108977924110294 0.004206708355547986 -0.12390816318556695 0.082653608173131957 -1.4223701274418665 -0.3562270122994885 0.0099887651411911908 -0.40396627208909497 0.96713697910308849 1.4479227550631293 0.40672953578948684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 4 29 14 -1 12 17 27 16 -12 -4 22 24 -11 34 21 20 49 46 -6 23 48 31 33 39 28 -8 -2 -22 -5 -9 -23 -7 -10 37 -18 -29 -16 44 -42 -25 -17 -41 -14 47 -13 -3 -20 -30 -50
right_child=3 2 7 5 8 10 9 32 35 15 11 18 45 -15 26 43 36 -19 19 -21 30 25 -24 42 -26 -27 -28 38 50 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 41 -43 -44 -45 -46 -47 -48 -49 51 -51 -52 -53
leaf_value=-0.070447184696965204 0.025150421146346049 -0.049763246167558173 -0.045872071966598892 0.10288104016822855 -0.043238207829901613 0.068842496194704964 0.10797676375615464 -0.064607228716397569 -0.031704353411458462 0.050510742096305065 -0.0098336552350860636 0.052828478806464955 0.026172186536848281 -0.10641998332593527 0.035083407999815887 0.012934371853961808 -0.13228406306023166 -0.0020756372617446654 -0.03483959284481377 0.064328420371499231 -0.018751175271820922 0.029885014692085196 -0.05459078864078043 -0.080441155301824233 -0.067987607334331929 0.012517089317360479 0.10483356548397969 0.03490351918521508 0.05938213932571125 0.10224050851175592 0.058929863166057188 0.049921152390132166 -0.1062204093079868 0.064227561743131475 0.020620383450605614 -0.090255333668630089 0.091562490439284092 0.077788411017005857 -0.10663549764512058 0.097414337803942708 -0.072794061870932847 0.086383782441446733 -0.052132409659621154 -0.02043251394416002 0.043118023657805676 -0.011788826745919597 0.077202295167627902 -0.076800634794499292 -0.10707360761975625 0.018904621977171892 -0.086419469287254608 -0.073143899615954591
leaf_weight=18.618726095635793 5.3958780572284004 7.4607147052884093 116.17575119713729 13.381433229282264 7.5266523743048301 19.96762263297569 21.629576461447868 105.30377573796795 26.334665659625898 32.054989044205286 38.499509315704927 7.9144116238458064 15.852875985729041 142.9461556289607 9.4328930312767607 54.176380693112151 1.2654973622411487 76.273561567766592 10.595931724994445 17.681107804761268 9.7350769223412517 39.499153026314161 49.648150123277446 92.373173656829749 2.3170377670321605 42.038768803453422 166.26982395816594 4.9573523632716379 23.527055430837212 39.718402356957085 8.5421406314708275 33.980415660727886 17.754103483108338 40.303303165157558 19.677841150201857 8.4317464876512513 91.891889576450922 3.5681589593878007 1.3678166978061197 57.903654840658419 1.9280230686999855 2.1876639447873449 37.044445602230553 27.983551766374148 7.8703064916189751 109.53629696863936 83.150129237998044 1.7571569127612745 108.57967392658611 17.689457065192983 0.89453199808485706 18.542200261552352
leaf_count=2460 160 844 15264 618 655 784 732 15291 3523 1918 2645 529 1258 15774 320 5569 22 9868 643 1594 581 3540 4781 14123 147 4350 8714 296 1677 1270 331 3188 2193 3222 699 1123 2609 191 34 2394 68 136 5268 3811 476 13616 7085 102 16352 888 24 1488
internal_value=0 -0.0510978 -0.0676367 0.0560747 0.0224601 0.071376 0.0222352 -0.0408578 0.0092106 0.0326 0.0543943 0.039624 -0.0256897 -0.0890192 0.0904619 0.0153095 0.075568 0.0185382 0.0517467 0.0239975 0.0632221 0.0306904 -0.0810832 -0.0860614 0.0586963 0.0352629 0.0968829 0.0702869 0.0793748 0.0930336 0.017576 0.0649169 -0.0706253 0.0472397 0.0449274 -0.0459429 0.0881164 0.0225091 0.00408483 0.0801977 0.0862763 0.0118233 -0.0723463 0.00156772 0.0909307 -0.00698644 0.0722051 0.0291804 -0.099239 -0.00123753 0.0539832 -0.102135
internal_weight=0 1006.43 821.217 912.729 285.522 627.207 185.21 364.623 240.408 166.591 331.936 195.565 241.565 456.595 295.271 114.215 136.371 205.641 157.065 45.9665 111.099 129.368 313.648 264 49.6789 121.841 245.592 52.3763 46.0512 45.1143 18.2772 47.3618 123.058 79.8025 39.6455 34.7664 96.7255 4.83366 6.32517 79.3225 69.8896 4.11569 129.418 82.1599 65.774 125.389 92.8217 9.67157 134.583 28.2854 24.4216 127.122
internal_count=185248 122773 106252 62475 27711 34764 16521 47622 26281 14061 18703 14398 30138 58630 16061 11298 4305 21635 11753 3125 8628 11767 42856 38075 3953 11112 12108 2763 2433 1430 912 3806 17484 6762 1483 4646 2822 213 330 3394 3074 204 19391 9380 2870 14874 7716 631 18684 1531 1701 17840
shrinkage=0.1


Tree=6
num_leaves=53
num_cat=0
split_feature=2 3 2 3 2 4 2 3 3 2 2 13 3 14 10 4 4 13 11 4 3 4 4 2 6 9 16 3 4 7 9 7 3 11 3 4 13 3 3 6 6 11 2 13 13 6 11 6 4 4 14 2
split_gain=449.252 68.7024 61.0053 34.4499 25.8056 14.5552 13.5555 10.8502 10.2662 9.27206 7.37472 6.91774 6.45561 6.0031 5.8876 5.28563 5.00533 4.451 3.72244 4.05385 3.63256 4.12508 3.61706 3.5693 3.39031 3.18644 3.1336 2.93063 2.84491 2.4488 2.41374 2.38011 2.33416 2.27897 2.2021 2.12203 2.29999 2.1115 2.07339 1.95035 1.81922 1.749 1.9623 1.66177 1.61571 1.63845 1.59568 1.5905 1.57546 1.54925 1.54795 1.46604
threshold=0.048103423789143569 -0.079962728545069681 0.0086742448620498198 -0.064091383479535566 0.19334241002798083 1.3861729212841993 0.3008441030979157 0.017760301008820537 0.059338443941669546 0.0022069986443966631 0.00053413311252370488 0.052471125138495771 -0.26438242150470609 -0.23130503099311728 -0.0055329471519328889 0.63965676198111765 -0.044215390627082511 -0.040682219122119501 0.01517552341073976 -0.048446010049716673 -0.30926798668224359 1.4527123158301227 -0.048446010049716673 0.52053657174110424 0.016992290893036787 -0.023366440831325917 -0.022732119098456207 0.18406452354975048 -0.044214014595598587 0.066462915469677836 -0.049250140475189823 0.0014584771717785008 -0.33611839683726424 0.053085834578965492 -0.254075625562109 -1.1598165979711148 0.068665977675734943 0.31060405200696556 -0.43048069684300566 0.23292480084087833 0.24002450572314671 0.0013553918349884968 3.049272709176876e-05 0.13599698214752856 -0.27930973846106927 0.26015838596626389 0.0017993708181959758 0.27208818693517051 -0.038364395263836268 0.66953435837969566 -0.2702693174456704 0.00010917182953562589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 13 8 9 12 17 11 16 14 26 44 -4 -7 23 33 -5 19 32 -16 24 25 -6 51 47 -3 35 -21 -19 -10 -13 -11 -1 -18 -9 -37 -17 -27 -32 46 50 -43 -14 -2 -46 -30 -15 -24 -50 -36 -22
right_child=1 4 3 7 15 10 -8 27 30 18 -12 31 43 22 20 37 34 29 -20 28 21 -23 48 -25 -26 38 -28 -29 40 -31 39 -33 -34 -35 41 36 -38 -39 -40 -41 -42 42 -44 -45 45 -47 -48 -49 49 -51 -52 -53
leaf_value=0.10706406173725842 0.10163268845806234 -0.067933550646504665 0.087594710468708106 -0.02515203652053552 -0.086239056771737946 0.020217108148460561 -0.071990529323935612 -0.082017947142977915 -0.12181590055958974 0.10431621512680084 -0.00471730449873492 -0.033223347418602132 -0.0074996914950569123 0.016120903399808251 0.087396276434380915 -0.066847348319474281 0.085728156875635703 0.017357537459976102 -0.012655388654836354 -0.042336993623715513 -0.085503951272127399 0.066415308055971498 -0.04758772904170256 -0.11346866574198611 0.065886963771655607 0.079698947850823182 -0.035289647110605199 -0.08287739768598 0.058584611772214849 -0.058774674433157564 -0.075690332370587352 0.0046983747811954581 0.061862368729997175 -0.044851365048804236 0.04601298619240167 -0.044849323191247785 0.00026129506568148541 -0.092778439991341485 0.045214520827912677 -0.034082182795637302 0.0079465473162449989 -0.116687043861688 0.038359347461381477 0.03282709335849384 0.054741852767404356 -0.010190932626204926 -0.0016446669777441085 -0.078997829411999301 0.0329437436581781 -0.010824523377729182 0.075062185117406838 0.027133420415934237
leaf_weight=76.571126054157503 6.3846374859276684 55.793162957837922 29.362181572098052 41.412375412055553 86.823181204694265 43.226491042063572 16.102847397443838 8.0258476631715876 9.9732437825150537 17.759463940281421 32.765445674711373 27.934898648454691 38.348810556759418 8.380718472064471 39.063882907037623 90.550002027419396 112.61488882824779 93.80034063527637 8.3972997436067072 4.1305743331904514 4.6145103592425603 20.596471747732721 3.8622954019810996 109.237038020201 3.4736616942100227 23.577670854167081 62.327941529540112 16.296251868348918 41.679309392522555 4.407189102144911 83.797114224660618 40.567540325588197 48.404192287001933 0.99144184356555243 23.28959124875837 27.592432485187601 19.135275014436047 48.403495766440756 67.411333696953079 13.064058663258036 11.589760979055425 0.94721180008491401 5.2916789537994191 13.910579856688853 33.60298145104025 4.3881940816063425 4.9164768331102087 2.2057553257327518 25.990681404306088 11.726455544587223 88.354341768921586 1.5301241604611275
leaf_count=4515 313 8520 1554 5410 14251 2515 2395 889 873 997 2525 4090 4589 560 936 11039 4996 11644 617 328 140 1030 362 17744 160 1588 9324 2278 4995 333 13737 5441 4420 59 1392 4470 2748 5000 6255 1729 889 21 571 1599 3091 334 677 181 3400 1457 6052 79
internal_value=0 -0.058975 0.0443504 0.0132798 -0.0718693 0.0645216 0.0129057 -0.0138533 -0.0502135 0.0734952 0.0370316 -0.0360562 0.027063 0.0464115 0.0491891 -0.0908353 0.0831196 0.00233702 0.0518262 0.0560418 0.0672565 0.0411827 0.0379548 -0.101419 -0.0128727 0.0481237 -0.0507164 -0.0456615 0.0377211 0.0139311 -0.0749341 -0.0107704 0.0732824 0.105112 0.0757116 -0.0345619 -0.0263831 -0.0758909 0.054164 -0.0700857 0.0434155 0.0661313 0.0145577 0.00324206 0.0551034 0.0472405 0.0522314 -0.00379585 0.0131031 0.0193373 0.0690106 -0.0574578
internal_weight=0 741.21 973.395 383.187 628.472 590.208 112.738 210.67 293.458 444.937 145.271 186.624 96.6352 172.517 112.505 335.014 308.06 139.62 136.877 128.48 69.2787 30.2148 143.155 196.06 9.6183 101.575 118.121 71.0498 62.3161 98.2075 106.834 68.5024 66.1637 77.5626 230.498 54.7536 46.7277 138.953 90.989 96.8612 58.1855 117.883 6.23889 52.2594 44.3758 37.9912 46.5958 10.5865 41.5794 37.7171 111.644 6.14463
internal_count=185112 104069 81043 43129 91748 37914 12321 27772 43714 30529 7385 27375 9926 15357 4860 48034 17606 17387 12923 12306 2345 1409 13803 31995 379 8584 17844 10385 6889 11977 16339 9531 5417 4574 13032 8107 7218 16039 7843 15466 6561 8036 592 6188 3738 3425 5672 741 5219 4857 7444 219
shrinkage=0.1


Tree=7
num_leaves=53
num_cat=0
split_feature=2 1 1 3 3 3 3 4 1 1 2 4 3 3 3 4 2 4 11 10 5 3 2 14 1 2 8 2 15 4 2 2 1 1 2 2 10 11 8 9 1 4 3 4 5 2 14 3 8 8 8 9
split_gain=354.924 93.1016 37.7359 32.6687 16.4152 11.9871 10.6621 9.01991 9.52541 6.12805 5.6146 4.72482 4.09903 4.02763 3.75482 3.23885 4.72197 3.1373 4.31795 4.13405 3.02109 2.57645 2.51505 2.40602 2.28707 2.26199 2.21389 2.36046 2.1912 2.17419 2.45355 2.00596 2.21357 1.98422 1.97527 1.96631 1.89839 1.77372 1.72614 1.64457 1.63491 1.59749 1.58469 1.52192 1.50081 1.78387 1.49452 1.47873 1.4711 1.433 1.42196 1.3237
threshold=0.063326217234134688 0.12374012544751169 0.048538403585553176 -0.0028584273532032962 -0.1958099018083885 -0.254075625562109 -0.24453624107991342 1.4387377455964052 0.67639699578285228 0.99534648656845104 0.26728223264217382 -0.044215390627082511 0.19023912679404023 -0.21845788741484282 0.049315959215164192 0.63965676198111765 0.33695064485073095 1.3861729212841993 -0.00058226037929012071 0.003005327559360439 -0.45046427415745599 0.057509525679051883 0.00066432534367777418 -0.11423829686826698 0.0050708090420812377 0.010117102880030872 0.0085064338669628894 0.97070905566215526 -0.051824404016269192 -0.23430934883547497 0.0018430635682307186 0.0026331440312787895 0.022109013050794605 0.31952442228794103 0.49939499795436865 0.014964205212891104 -0.0066642931955976726 -0.013959607937647023 -0.003657845076193328 0.036157393715727383 0.065155725926160826 -0.88880341727939183 0.26572899450547999 -0.084935945866733184 0.23185132263781916 0.99539309740066539 0.032961487205130542 -0.53028562478721131 -0.0021946890259494098 -0.0055521224572606326 -0.018690475085031227 0.066731989790575763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 6 -4 17 23 8 21 38 14 -10 24 34 33 16 39 18 29 22 -13 35 36 -1 -5 -26 27 -17 47 -3 49 -8 -33 -6 -2 -7 -19 -11 -9 -15 -27 -23 44 -25 -28 -46 -38 -20 -34 -31 -22 -50
right_child=2 5 4 12 10 7 31 9 11 37 -12 20 -14 15 -16 26 -18 19 28 -21 50 41 -24 43 25 40 42 -29 -30 30 -32 32 48 -35 -36 -37 46 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 51 -51 -52 -53
leaf_value=0.08629213009511788 0.023063950805436058 0.10556182895511823 0.035765615156571978 -0.082404750944549771 -0.028222831750440675 0.05116114703367243 0.040188239111822052 -0.018312504451163222 0.10002981716309603 0.030098910931868474 -0.077338219944471598 -0.023184661409916891 -0.091771203117004041 -0.07948296449369624 -0.058094490862715099 -0.065839111595886332 -0.10663250868333336 0.021771909708568047 0.056479699506439912 0.10203599752461834 0.030437234732694919 -0.11861538614972103 -0.010061427412785578 0.053117809376674832 0.021095726553504966 -0.047857551701044991 -0.073521750792414894 -0.0997362602824063 0.066419149387638321 0.074388478795660892 0.054840635686133343 -0.03466583592072859 -0.0060253417628588091 0.010855656133637799 -0.080154051366942869 0.026041483875009777 0.067943294442661492 0.096041166510664105 0.022539458219448597 -0.014992988354041059 -0.013555583611353762 0.00019596308199835001 -0.081570819399830574 0.00077759528510426199 -0.015676717202106311 -0.089860991754247485 -0.073103309336500916 -0.0088962605205912121 0.012620581561089125 0.097599364592894131 0.068074883808033351 0.091801499591115263
leaf_weight=18.439398789603729 5.3017619065067247 44.016995441925246 32.685753638012102 11.700352136984291 90.213573457076563 61.04254384530941 14.328645164525367 33.059096543729538 42.023399385318044 7.6939677746268016 34.754612568052835 4.1624850899679577 19.00556003332531 105.23886728970683 41.554189161353861 43.926891048831749 107.24106853895864 15.080264974618329 6.0050598260713732 14.828892293968236 11.397580475779248 1.3267603156855328 7.7906687391223377 22.87527769213921 6.5638735063912454 60.420721758226136 10.794777925300876 38.922923090853146 31.237620077969041 49.282182575727347 30.442551386367995 15.53534480537928 62.10232226842345 15.169339642307021 2.8290151535475161 63.794158125310787 32.089528553653508 8.7197113793808949 15.031949836760758 4.1181676680280352 18.065798216484836 7.1529097748571058 15.364178870571775 7.3363529479829586 19.083040383920892 3.8900906175840637 0.75551494653336604 8.1210590824775846 68.616883808477724 58.926615735283121 86.771945648360997 2.1613817036850369
leaf_count=907 504 2490 3561 2141 13952 6816 2066 2773 3018 404 6566 243 2997 19173 7229 6153 20260 843 362 352 900 115 669 1796 1208 10682 1982 4481 2366 2032 3177 2418 7412 2160 441 8002 886 465 1052 727 2879 1107 1667 907 2023 331 22 554 9191 2563 7933 154
internal_value=0 0.0367827 -0.0626232 -0.00662146 -0.0294614 0.0589433 0.0167623 0.0461622 0.0539872 0.0124723 -0.0411978 0.0717868 -0.0493212 -0.0825506 -0.0326414 -0.0841734 -0.0917079 0.0735872 0.0792932 0.055128 0.0601734 0.0347069 0.0426151 0.0578284 -0.0409673 -0.0352509 -0.0717978 -0.0817818 0.0516446 0.0861537 0.0799797 0.00448102 0.00102936 -0.0225968 -0.0129452 0.03833 0.0511787 0.0651958 -0.00553972 -0.0770572 -0.0399668 -0.0186008 -0.054939 0.0404158 -0.0427855 -0.0282977 0.0646615 0.018931 0.00520659 0.0870421 0.0637114 0.0150608
internal_weight=0 967.905 571.088 327.152 214.377 640.753 211.396 342.177 277.672 64.5047 181.692 144.355 115.756 356.711 146.937 348.58 216.598 298.577 228.032 70.5449 102.332 133.316 55.716 48.651 96.7507 85.0504 131.982 82.8498 45.3637 182.668 138.651 162.745 148.416 105.383 8.13078 124.837 47.9253 16.4137 48.091 109.357 78.4865 8.47967 49.1321 30.2116 33.7679 22.9731 32.845 14.1261 132.881 108.209 98.1695 70.7783
internal_count=185112 93902 91210 44758 33468 49144 24851 32828 28134 4694 29907 12094 19907 57742 23341 56797 40160 16316 13544 2772 9076 16040 2420 3610 16910 14769 16637 10634 3282 10262 7772 21241 19175 16112 945 14818 1751 869 3825 19900 13561 1222 6003 2703 4336 2354 908 916 16757 4595 8833 9345
shrinkage=0.1


Tree=8
num_leaves=53
num_cat=0
split_feature=2 3 1 1 3 8 2 4 13 4 1 3 3 2 14 4 4 2 1 4 1 4 3 2 3 13 2 6 2 2 14 1 2 4 11 4 10 6 3 14 4 1 2 3 13 11 15 1 4 4 1 4
split_gain=291.629 56.0055 45.3161 22.6913 16.8315 12.3366 10.2592 5.81156 5.66719 5.44216 5.20212 4.43245 4.36599 3.6332 3.56222 3.12554 3.41646 3.27984 3.09663 3.07789 2.84326 2.64209 2.61708 2.52352 2.37881 2.24958 2.96105 2.15999 2.15182 1.95056 1.8873 1.80667 1.80266 1.74007 1.73265 1.69162 1.65484 1.62653 1.59859 1.53065 1.5298 1.48098 1.47664 1.44884 1.43217 1.37534 1.69583 1.37521 1.36589 1.35751 1.32796 1.29509
threshold=0.040507530793547637 -0.08254692796617745 0.18475361168384555 0.043243680149316795 -0.099548077210783945 -0.0065518537113648714 0.22247238457202914 1.353957103492019 -0.096167369355883478 -1.2713528930891254 0.025454741902649406 0.17738819448277357 -0.30926798668224359 0.13767816871404651 -0.20618795118919522 1.3861729212841993 1.4527123158301227 0.0011326539679430427 0.94229397177696239 1.353957103492019 0.26180949807167059 0.10069016339144334 0.08168654423207046 0.11477575078606607 -0.33611839683726424 -0.3622494631348871 0.00042540041613392537 0.24002450572314671 0.97474050521850597 0.0016746287583373489 -0.0036093812040922939 0.97131854295730602 0.018541933968663219 0.38406041258284923 -0.05188618013128684 -0.14541804823776097 0.0098169336072042156 0.24002450572314671 -0.058264774270355695 -0.39986382885642713 -0.075848080774288409 0.44616070389747625 0.0026331440312787895 -0.28584068082273001 -0.17900747948082388 -0.029462874972142859 -0.16020765345365817 0.12979476153850558 -0.10633655335309215 1.3861729212841993 0.0026815487071871762 -0.30208515042684109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 13 14 7 9 18 -5 44 29 20 30 -3 -1 17 38 -14 37 34 23 41 32 45 -11 -9 31 43 -21 -6 35 -27 -12 -20 -15 -7 -30 39 -17 -4 47 -19 -37 -16 -2 46 -10 -26 -36 -28 -31 -41
right_child=1 3 5 8 10 12 -8 25 11 24 22 -13 15 19 27 16 -18 21 33 28 -22 -23 -24 -25 40 26 49 -29 36 50 -32 -33 -34 -35 48 42 -38 -39 -40 51 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.079551077443967291 0.10676821510343824 -0.061462512129920099 0.098473772864997602 -0.063230042649721582 0.033544434689151963 0.10800106317012748 -0.057305353454943454 0.18527516906158079 -0.18093297242099629 0.039485138252343309 0.017733947031466857 -0.069562140189858526 0.087294627443982142 -0.011371928754803508 0.058200494251273473 0.020552939132842438 0.057088046681449324 0.047812656058253473 0.08711583964005909 -0.041927724409179162 0.01293201004440412 0.032061619574223481 -0.05462178539410948 -0.049692577696493191 -0.0053556149264252428 -0.020823606640770171 -0.15182817642113725 -0.0097306855709565678 -0.095299462447428762 -0.087301292195660227 0.048243709473805296 0.03650573877273957 -0.0085440079795947536 0.050629714451418485 -0.1077160581472022 0.085676018601141685 -0.052947577814573689 0.013380542621164003 -0.055086684355861205 0.064281107697972045 -0.025429595805741875 0.084939714254302967 0.047105634700415837 0.025208707031033718 0.053378447475748728 -0.014643284017125426 -0.023241347650110315 0.037872290331535101 -0.087939814865092614 -0.017810047854902891 -0.039221535242887934 0.03275303203742793
leaf_weight=20.402728406712413 6.8661390758352381 84.867301055819553 5.2394871955038971 60.732346732089354 3.185869976252433 31.942779105622321 16.315706668363418 0.7270702647510906 1.1070941784419122 23.655797994550085 47.896240959787974 21.372313330099132 50.911519405257422 2.5853514660848296 23.73941218765685 6.6541726442519575 20.405991750652902 18.091303563189285 28.141547790684854 22.506007851261529 21.330407749956066 31.153438321343856 8.3708506917901087 33.929197747835133 16.87941088452499 6.6958859051810569 0.7752185693243544 10.561444457911419 26.510701719060307 6.9582755756855468 13.33573515358148 30.43097687518457 57.338130843032559 24.604494493745733 50.68941952244495 96.9241740978905 14.277753828144339 18.873227629461326 4.7909138951217773 18.629696308809798 15.234179908031363 26.781579236157995 11.138572709052822 30.386830626142913 18.975607567816041 77.479303815329331 1.7481655194133043 13.025660244195022 116.39334235631395 16.440676297817845 33.090368846053025 43.573582046548836
leaf_count=1143 318 16715 373 11384 638 1913 2927 10 36 2661 7050 3822 3778 441 2179 380 1472 2157 1836 2818 3571 4675 1576 6763 2322 595 37 895 2733 1331 919 1742 8552 2077 11950 3848 1643 1390 256 1672 2557 2723 1503 3985 1422 12758 231 1742 22315 1740 6385 4934
internal_value=0 -0.0487727 0.0429257 -0.0621696 0.00732396 0.0599381 0.0158889 0.0401382 -0.0372931 0.0285161 -0.0121042 -0.0272518 0.0722499 -0.0792058 0.0431292 0.0606119 0.0325769 0.0676409 0.0510253 -0.0856644 -0.0205747 0.0544625 -0.00086724 -0.0268307 0.0138112 0.0126385 0.0102695 0.0316231 -0.0668024 -0.0416185 0.084293 0.0261613 0.00341707 0.0701187 -0.0926932 0.0877202 -0.0805037 0.0393458 -0.0111458 0.0466066 0.000346296 0.0699959 0.0817087 0.0396929 0.0676271 -0.0171662 -0.0851181 0.0134842 -0.0939502 -0.0239936 -0.0476099 0.0422111
internal_weight=0 646.481 748.192 535.529 241.93 506.262 110.953 194.132 217.699 94.6368 156.84 156.966 312.13 317.83 85.0904 158.789 31.8511 126.938 139.062 232.963 135.594 76.0263 113.605 114.264 68.795 55.0698 54.3428 64.6877 63.2945 43.2345 153.341 37.1269 105.234 52.746 169.668 140.006 40.7885 86.316 11.4451 67.4428 45.1393 44.8729 108.063 54.1262 25.8417 80.3346 2.85526 29.9051 167.083 17.2159 40.0486 62.2033
internal_count=184893 111129 73764 97180 33734 40030 13949 16406 38565 11022 25532 27181 23624 58615 8202 15441 2108 13333 12282 41900 23359 9555 17178 19788 9282 4124 4114 7059 7194 8354 8183 2337 15602 3913 34706 7264 4376 8369 636 6979 6621 4880 5351 6164 1740 13025 267 4064 34265 1777 7716 6606
shrinkage=0.1


Tree=9
num_leaves=53
num_cat=0
split_feature=3 0 3 3 14 0 14 11 15 12 11 11 11 4 3 4 16 6 11 5 4 16 3 3 6 12 6 4 14 3 11 4 16 10 6 14 0 6 14 3 10 3 5 10 8 4 6 0 15 5 4 15
split_gain=210.959 46.3858 25.1666 9.13349 7.7727 7.29266 4.9127 4.55157 3.67237 3.59143 2.90817 2.47667 2.46279 3.25475 2.34273 2.23053 2.2037 2.19838 1.95362 1.9101 1.97735 1.81944 1.77712 1.73229 1.64474 1.62591 1.57392 1.55042 1.54306 1.44745 1.41579 1.33897 1.62535 1.51152 1.31413 1.26732 1.20808 1.19277 1.19083 1.18059 1.17259 1.12755 1.0891 1.55015 1.3081 1.36098 1.06375 1.0246 0.961185 0.94971 0.942084 1.58421
threshold=-0.01585698849521577 0.0056167792063206443 0.10227597295306624 -0.254075625562109 0.0094415285677958097 0.00040114120929501956 -0.12130532736021112 -0.00091019906921671829 -0.089188280299627762 -0.64266662145454401 0.0035378869320144947 -0.00085545486891359587 0.0025073729319422737 -0.20249008283637457 0.33684601262211805 -0.084935945866733184 -0.030904271389872961 0.19797439870515662 0.0066169997806162012 -0.40396627208909497 1.0620748035708485 -0.006281452294264531 0.01679143495857716 0.35036993495305074 0.086969658082630893 -0.83508171090651462 -0.19874337647474452 2.1245975209561778 -0.11884540379330051 -0.53028562478721131 0.0006804021986621696 -0.41719908777168274 0.0023068397743025207 0.074163006563042408 0.27208818693517051 1.0000000180025095e-35 0.036410961300134666 0.31143961492703637 -0.11884540379330051 -0.4123739130518515 0.045904168713872144 -0.30926798668224359 -0.25644530302069218 -0.003380604019174937 0.0039956634518294931 0.7220400707792104 0.43482911843438471 0.0016560191870667043 -0.34573349046941487 0.40672953578948684 1.4478914075060272 -0.074008155533992079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 28 27 14 17 16 19 47 21 24 37 46 -2 29 26 -3 35 25 31 -9 -14 40 -17 30 42 -7 49 32 -6 -34 39 -21 -27 38 -4 -12 -8 -28 -1 44 45 -44 -10 -11 -41 -5 51 -30
right_child=2 3 7 6 22 8 12 23 15 11 34 -13 13 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 36 41 -29 50 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 48 -42 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.11092906761880524 -0.049707872354235814 -0.0050336970876855951 -0.00040852925403828317 0.043547791875391199 -0.041492608522751183 0.083046286025031238 -0.020996879317681585 -0.071220947044862926 0.081405306705090386 0.058860207893941946 0.042783109955142049 -0.021616450372555163 0.01412948148212098 -0.044972560171489685 -0.073780982073283832 0.029147230370202962 -0.016017719536684027 -0.017287052954314767 -0.054075937418173139 0.063553962443147288 0.016512045046866555 0.015304623900304334 -0.053463438396574949 -0.091939582089253277 -0.029300899804075482 0.019771833515583037 0.073825552634563654 -0.017674034377707294 0.020436591870394143 0.026172964716714521 0.0046907676602145074 -0.043357045217646675 0.01677883161199924 -0.14173265866745074 -0.055572760992663672 0.033508157542381602 -0.010562438491858799 0.033490986890177474 -0.047028160533256952 -0.17183498553918131 -0.12177625431119254 0.045646911989225519 0.072795399451779833 0.10017390487694977 0.099995053212595483 0.019862964463948835 -0.0010612485059840484 0.0083005312088511793 -0.0050283332194367095 -0.0005206292593126292 0.046811621969688383 0.08704691478889659
leaf_weight=22.203858930064598 32.26844870579589 6.8722287986893198 6.9674426117417161 51.188754033762962 11.522999195809463 5.7585580039303741 25.889305907745442 88.554330064667738 42.611356054250791 4.3168020173034156 7.5366260110458834 34.973784641155362 27.498131997097516 26.084847188511048 21.564506098457059 20.89083460252732 48.770685600982688 9.513810184755128 1.738075499961268 57.365479940533987 15.07135121412284 87.005494930126588 93.968174472269311 75.019175309244019 12.747593949345172 26.321422906377848 31.859794962510932 6.8411121669923878 4.1187067896244143 20.009846652741548 14.902643238914605 39.738496914229472 13.032205922572754 0.61312408093363124 3.2036757031455627 18.675552692249767 26.161110526692937 2.5719829982845104 25.638592908486316 0.34508183214347887 1.1920168992364768 25.861246511398349 15.351790740387516 33.755252825038042 9.7593754957197216 7.1265937882708377 1.6232821920420963 53.417656229743443 7.3004467886930797 5.4061920593376263 13.656640448258257 27.444370559242088
leaf_count=703 6467 608 1160 6771 2170 419 4137 17423 3774 339 838 7134 4024 5193 3996 1372 9006 695 221 6245 1513 13975 19721 13365 1891 3761 2372 676 238 1918 2067 8459 2281 30 344 2581 4192 539 5623 13 62 2830 649 1007 422 343 138 8270 856 521 338 1203
internal_value=0 0.0360555 -0.0460505 0.0150468 -0.0286853 0.0666836 0.00610935 -0.0722634 0.0522672 -0.0140654 0.0389458 -0.000622533 -0.00117764 -0.0174706 -0.0478335 0.060333 -0.0294405 0.0237705 0.0503828 0.0457925 0.0496263 0.00531164 -0.0446704 -0.0807319 0.000366374 -0.00561697 0.0527039 0.0277689 0.083949 0.0389306 0.0321203 -0.0319293 -0.0138682 0.0094831 0.00244846 0.0561842 0.00465255 -0.0318986 -0.0370718 0.014742 -0.025509 0.0612182 0.0916691 0.085161 0.0693954 0.0560423 0.0783798 0.0120977 -0.0129344 0.0393393 0.0688618 0.0783711
internal_weight=0 720.892 552.938 427.609 332.622 293.283 311.239 220.316 159.867 173.747 116.37 92.7082 232.9 66.3306 56.7425 124.585 81.0391 35.2822 80.35 97.9846 91.1124 166.569 158.875 163.574 40.2457 79.5639 78.6119 78.3387 133.417 25.7684 71.4976 64.9068 25.1683 13.6453 18.3858 76.041 52.4825 35.178 32.606 15.1822 27.0813 57.721 88.1969 65.993 32.2378 22.4784 44.2346 57.7345 7.64553 56.5949 45.2197 31.5631
internal_count=184893 78910 105983 60268 63877 18642 47270 42106 13739 31216 12998 15743 37235 11108 11318 10707 15473 3032 6795 10947 10339 26127 32661 30788 5915 12152 6574 10035 4903 2337 9359 12940 4481 2311 2051 8826 7953 7322 6783 1707 4199 5202 3124 2421 1414 992 3912 8609 869 7292 1779 1441
shrinkage=0.1


Tree=10
num_leaves=53
num_cat=0
split_feature=1 3 1 0 0 4 0 1 3 1 3 5 1 3 16 3 10 4 9 1 4 4 12 5 4 4 7 5 7 10 1 9 8 0 4 3 7 7 8 3 5 10 4 5 7 0 0 7 3 8 4 8
split_gain=185.246 48.7982 21.0199 17.4658 11.6747 10.1076 8.9714 6.78591 5.88826 5.24798 4.01804 3.58979 3.27465 3.1183 3.63018 3.02341 2.84399 2.59012 2.56945 2.30464 2.29361 2.2897 2.21875 2.1506 1.96458 1.65875 1.65651 1.88387 1.60352 1.57234 1.50612 1.50145 1.47968 1.47474 1.40021 1.38097 1.31415 1.27193 1.238 1.23049 1.44302 1.21511 1.16641 1.3895 1.14797 1.13226 1.12716 1.12096 1.11273 1.09405 1.08452 1.0717
threshold=0.11111555248498918 0.001366084208711982 0.46762439608573919 0.0037137096514925365 0.0037137096514925365 1.4478914075060272 0.0014549363404512408 0.014065631199628116 0.25570024177432066 0.88103774189949047 0.034792058169841773 -0.48980527591289524 0.012387923430651428 -0.13428613543510434 0.018290945187707481 -0.090520000318065272 -7.4368226943406047e-05 -0.048446010049716673 0.049523023413564099 0.99217537045478832 -0.048446010049716673 0.12188993276738366 -1.3465474648453089 0.021279254646271482 -0.16078056104716548 1.353957103492019 -0.0053432049368861709 -0.25449272230181313 0.0030232067846044019 -0.012395803112703097 0.26180949807167059 -0.029123063498081209 -0.0061057730829038913 0.0066943343263119468 -1.2068786467574555 -0.92490219045430411 -0.0018849527508946727 -0.144962401490873 0.0002558702272716222 -0.92490219045430411 0.26666302102910705 0.0517423078867578 2.1245975209561778 -0.015874824935657283 -0.00047997239032530707 0.00030642122146673506 0.031102986074984077 -0.0062121244990115147 -0.9630518276899237 -0.0020931926993011966 -0.095441392124882368 -0.0061057730829038913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 9 16 -5 12 21 17 29 25 23 36 24 35 26 22 42 -13 33 -2 -9 31 -3 46 -28 -14 -11 -29 -1 47 -4 -25 48 37 -15 -37 -21 -41 -38 43 -8 -18 -26 -6 -22 -7 -46 -16 -24
right_child=2 8 5 7 10 6 19 13 -10 11 -12 20 28 14 50 -17 44 -19 -20 39 32 -23 51 34 45 -27 27 30 -30 -31 -32 -33 -34 -35 -36 38 41 -39 -40 40 -42 -43 -44 -45 49 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.014806803698198048 -0.029557141323796506 -0.076619844761571465 0.081142930810813543 -0.061987852823407456 0.022120632414070265 0.04583173588551373 -0.032958145067117431 -0.013344336532961616 -0.083389591982806766 0.081489268279662935 -0.034286572448725426 0.1030147359812071 -0.053157410293874358 0.098645220965360936 0.0065235896931788015 0.010228446343923451 0.10745174450630146 -0.0093605455310902426 0.096789286198041932 -0.091957688287947967 0.033205391463468258 0.031258273908526917 0.027185914230700426 0.054961349758173794 0.071511561011970745 -0.047468882052861296 -0.0089711081418508039 0.024443373495230146 -0.030697614621557769 -0.047394152075929764 0.060948238801025782 0.089742032873439584 0.081110326348670686 0.048653924956675497 0.0088598856162350817 0.028340214278801398 -0.018193620390033277 -0.050522247773506349 0.076655678137731831 0.072389686749099388 0.014338436351273166 -0.12817436168798757 -0.041139608732641136 0.022123671027079107 0.015806553520746058 -0.011178373556493558 -0.021027075111740959 0.068401838979917612 -0.089556973383674576 0.082863953620114492 -0.023208271399571715 0.064987874589223768
leaf_weight=1.4602762344875397 3.64466172188986 72.953797373807902 22.286083247199713 29.756716612020682 10.340446807560513 1.0168368013110012 8.0108187323785423 19.172313167015091 105.69017906800218 1.3088003990706054 25.129187891317997 31.853173391056771 87.416258812019805 0.56606491154525329 49.218985658339079 12.058881356708296 11.472888762829827 49.604986852180446 12.53291860129684 0.8755983710289027 12.903125146345699 47.130641499737976 11.272319910116488 12.471025916645887 2.761850859795234 26.813526902871672 11.942706512927542 39.99579394779721 50.104051459449693 3.2893503565574056 15.764450442249652 21.965189209106029 77.335806681716349 37.824981575675338 13.961418029415652 16.16018060583156 38.985605852954905 32.757087000834872 7.9048159593949086 5.5345554271480095 18.776888325344771 1.0142153385968402 12.353163743740877 10.644084729079623 3.5009018781129262 4.0867634678143077 14.554652596852973 30.717763382155681 1.4581743916496661 8.0317997529637051 16.32247029854625 22.624851541411775
leaf_count=101 337 18735 1735 6531 1198 37 625 3155 21548 62 5442 3100 22041 57 7648 1930 270 9627 409 21 1163 6861 1095 1048 201 3776 1571 6157 10863 196 2318 1386 6405 5048 1937 755 6912 6218 264 530 1292 74 1525 1406 109 614 2336 3250 36 195 3467 1679
internal_value=0 -0.0390763 0.0399247 -0.00608917 0.0152402 0.0544123 0.0282713 -0.0176885 -0.0637501 0.0648543 0.00256156 0.076481 -0.054997 -0.0105373 -0.0179877 0.0525921 0.0592842 0.00907655 0.057592 0.000918149 0.0791004 0.0477791 0.0444673 0.0121468 0.0694508 -0.068795 0.0189533 0.027062 -0.0449794 -0.0105385 0.0347799 0.0832185 0.0727886 0.0607194 0.030633 0.0369395 -0.0332713 -0.0479376 0.0442552 0.0233793 0.0275967 -0.0210374 -0.0173293 -0.00153842 0.085014 0.0222659 -0.00310225 0.0580083 -0.0340028 0.0625629 -0.000885086 0.0524377
internal_weight=0 599.537 587.797 256.559 217.407 370.39 105.741 214.226 342.978 264.65 167.332 157.408 237.288 184.469 138.864 42.333 49.5456 142.203 50.0748 56.1951 152.81 107.242 37.5418 45.6048 30.2741 99.7673 92.5981 67.703 137.52 4.59815 55.7602 23.4255 120.957 60.1111 26.4324 26.54 73.323 33.3232 24.065 25.187 24.3114 39.9998 31.0081 18.6549 23.0056 6.84861 24.8951 43.6209 2.47501 11.5327 65.5415 33.8972
internal_count=185296 118242 67054 41279 32169 34885 7065 37047 76963 27820 28649 14176 55415 30516 24376 4232 1666 23207 3520 5399 13918 13644 3111 6140 2302 22511 13580 10046 32904 258 8475 1487 10818 6783 2985 1092 13261 6275 1019 1843 1822 6986 3556 2031 574 815 3534 4413 73 304 11115 2774
shrinkage=0.1


Tree=11
num_leaves=53
num_cat=0
split_feature=2 1 1 0 8 0 2 0 1 0 2 2 0 7 5 5 5 8 8 2 16 2 0 6 0 1 7 1 5 8 5 1 5 9 12 12 1 12 9 5 9 6 15 6 0 11 12 1 5 0 6 1
split_gain=161.991 42.6586 19.1588 16.5198 7.57538 5.03473 4.41002 3.60311 3.50896 3.08715 2.96965 2.86782 2.66138 2.6854 2.53841 2.47714 2.54684 2.12301 2.10553 1.99536 2.06521 1.95392 1.92752 1.76124 1.7411 1.71171 1.6913 1.65527 1.47515 1.63607 2.25234 2.61341 1.99988 1.40552 1.35247 1.55338 1.35637 1.69899 1.33462 1.23254 1.35285 1.32622 1.21605 1.14596 1.11427 1.10621 1.07129 1.05651 1.02541 1.01819 1.10792 1.01612
threshold=0.065389011055231108 0.20400005578994754 0.049313906580209739 0.0034230425953865056 -0.0061057730829038913 0.15311517566442492 0.27809327840805059 9.3806971563026323e-05 0.041649354621768005 0.00040114120929501956 0.0028669160092249517 0.19334241002798083 0.013881590683013202 0.0016620180426053122 0.26303355426526615 -0.035476443581294252 -0.062015982308234567 0.012590818817184745 -0.019385730245569142 0.010117102880030872 0.0061506208180636974 0.0010138666839338841 0.017712679691612724 0.25481039497758534 0.0099098812788724917 0.29573254287242895 0.0011563890467141023 0.40977548062801367 -0.062015982308234567 0.0002558702272716222 -0.037906012436521426 0.99747967720031749 0.22671340109089624 0.066731989790575763 -1.1238863676536799 1.0606336931530047 0.99683645367622387 0.9497902486817652 0.018657743376542732 -0.0097189149315132853 0.014961847742437214 0.27208818693517051 -0.19202180858683471 0.25174418751383393 0.44048014283180242 0.0025814586823349164 -1.1629742238674294 0.0024628025712445383 -0.229833009120889 0.00051037184312008332 -0.22671618729579932 0.9961184859275819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 12 -3 21 42 28 22 38 -14 15 16 18 -13 -9 48 24 -5 46 -22 -21 -15 -23 -20 -6 30 31 34 -32 43 -30 36 37 45 -4 40 41 -11 -1 -12 -7 -36 -2 -28 -10 -34 -51 -37
right_child=2 4 6 5 10 44 -8 14 19 39 33 17 13 25 -16 -17 -18 -19 27 20 23 26 -24 -25 -26 -27 47 -29 29 -31 32 -33 49 -35 35 51 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.009930751082845508 0.061118839135347283 0.082952134242799486 0.0093672642736959168 0.068516166019475591 0.082296495739791656 -0.038800527924038264 -0.061351400582961041 0.011379894316820564 -0.0096695596224444305 0.0061796905424673825 0.047060630195700448 -0.081796352038848733 -0.035461866732774266 -0.01288094815054304 0.009407443313322366 0.065139616970338307 -0.015832741420147543 -0.055926048468990165 0.0020732055336161489 0.029900482246024318 0.015617793185316257 -0.039961381613182391 -0.056530375032634694 -0.035584543452076477 -0.021256024722378114 0.033868809520219416 -0.086138285185223762 0.059710851454544994 0.1017212072337077 0.077292753295345198 0.097337589502440383 0.10401063346423288 0.066279734921129291 0.098285411275892048 0.0050776693189379272 0.002679139378470309 -0.19657100669731586 -0.18846894510273909 0.085031082589642537 0.055376196223588484 0.051199896135710798 -0.097288969161294106 0.092003683832972777 0.01022477765402322 -0.085900252596872964 -0.16710710855141261 -0.02703199330992432 -0.0046438159077108049 0.040428008608507759 -0.0043046727707461395 0.049055548276381297 0.12681635157498614
leaf_weight=2.0082543669268516 2.036463996686507 13.223690361948682 10.645232133392708 2.2495321433525524 55.676443198521156 18.569069120105272 25.504527081477136 21.363703773837187 5.1715129650110638 8.0866087882168376 67.875026000227081 131.17774359062605 59.498305713994341 44.565579195208556 47.069339211680926 24.576383975403587 11.038836822670417 42.080170441509836 5.9094947861740357 7.5955495592934303 64.26870672516452 38.48536834166589 60.488791698975547 7.4852516878454471 52.83264518062424 9.4836927476899273 1.6608567432558619 31.793540946848225 1.0213245437480498 43.468471649102867 12.038802408613263 2.6478266916237763 20.68081663409248 4.7869738445151588 3.6266589114675281 3.6105208361404948 0.58376445807516564 0.61919771321117867 2.9692804077640167 13.079776740723899 5.9008263382129362 1.4449368931818742 18.25558393629035 9.6583229163225024 6.9051042858991414 0.39820100413635362 4.1752009972842634 30.522443011832365 19.33526798719322 5.3665815400890997 14.109501275466757 0.78933880710974325
leaf_count=118 262 526 1585 496 5255 4609 6794 2238 883 1369 11496 32092 13139 8903 4329 4069 1022 8929 1008 948 10885 9113 15215 1001 9327 1908 348 4488 36 2535 1453 81 480 185 212 212 11 17 207 1405 553 126 1029 1134 1387 10 726 6340 3356 425 996 25
internal_value=0 0.0290173 -0.0511124 0.000741691 0.0503924 -0.00945529 -0.0234142 0.0330559 -0.00477388 0.0540525 0.0612686 -0.0687315 -0.0157978 -0.0208076 0.0283915 0.0378256 0.0282363 -0.0755194 0.0364746 0.00365969 -0.00120064 -0.0228927 -0.0510843 0.010269 -0.0148191 -0.0046697 -0.0258188 0.050682 0.0690268 0.0622341 0.0522213 0.015454 0.0615794 0.045741 -0.00670044 -0.0183666 -0.0551345 -0.0366809 0.0259577 0.0328113 0.0136451 -0.00965603 0.0838855 0.0424754 -0.051618 -0.0126107 0.00195883 -0.0088942 0.0298569 0.0508213 0.0343617 0.0253659
internal_weight=0 705.79 392.625 303.857 401.933 255.081 152.667 154.975 229.607 48.776 246.958 239.958 127.162 113.548 141.751 94.682 70.1056 173.258 59.0667 156.689 132.182 72.9182 66.7005 71.754 60.4282 54.0493 70.6687 37.703 164.637 108.961 65.4925 13.2968 52.1957 82.3203 10.649 9.62768 5.22782 4.64406 13.6145 28.5121 15.4324 9.53155 20.2638 77.5333 25.4742 4.02486 6.21166 32.1833 24.5068 40.1569 19.4761 4.39986
internal_count=185296 95536 89760 53293 42243 48693 32536 17680 42697 4600 24563 57224 25742 23950 17154 12825 8756 41021 7734 26400 22161 16297 16203 11886 10275 10811 15801 5496 11748 6493 3958 604 3354 12815 523 487 250 239 1792 3453 2048 1495 1147 12630 5996 222 988 6688 4239 1901 1421 237
shrinkage=0.1


Tree=12
num_leaves=53
num_cat=0
split_feature=2 3 1 1 2 8 0 4 2 3 2 0 16 3 3 0 4 5 8 1 4 10 4 10 1 1 0 2 1 6 1 6 2 2 1 5 2 4 5 4 13 2 6 2 1 1 11 3 4 8 5 4
split_gain=126.281 32.3772 14.8705 13.4781 6.5323 6.20881 4.14511 4.05507 3.90696 3.85083 3.35984 3.0509 2.82136 2.51716 1.98365 1.88677 1.88644 1.82123 1.79605 1.558 1.78223 1.47909 1.40499 1.39041 1.3095 1.2865 1.43674 1.28247 1.27352 1.26975 1.4821 1.86614 1.58763 1.26002 1.25993 1.22333 1.57035 1.53542 1.8625 1.21026 1.20894 1.14535 1.09458 1.08099 1.08058 1.05337 1.03893 1.01881 0.993975 0.974027 1.03144 0.964257
threshold=0.032172136008739478 -0.056540754914749407 0.12374012544751169 0.035539880394935615 0.15742993354797366 -0.0083673476667376363 0.0059704259037971505 0.68618109377370107 0.11227408424019815 -0.032580678351223462 0.0031018787994980816 0.00040114120929501956 -0.01593762954897689 -0.254075625562109 0.27551528066396719 0.0012698932550847533 0.68618109377370107 -0.48980527591289524 0.0094903664800438919 0.0015393918729387226 0.65406355149437034 -0.0026292735069463322 -0.044215390627082511 -7.4368226943406047e-05 0.0050708090420812377 0.63029381632804882 0.0046175252646207818 0.54291126132011425 0.18475361168384555 -0.24580263177593256 0.72065144777297985 -0.25367111480839027 8.622083441878205e-06 0.22996702045202258 0.33144302666187292 0.25652530931579259 0.00073927396442741166 1.3091678732001313 -0.035476443581294252 0.63965676198111765 0.013454532498873807 0.0036576928105205302 0.1543509243577838 0.0053180907852947721 0.9961184859275819 0.99088570475578319 -0.00020591365045768113 0.26572899450547999 -1.23627263213879 -0.0054242653369007184 -0.015874824935657283 1.4479227550631293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 6 13 -2 10 12 15 29 21 -5 23 28 -1 17 -15 19 39 33 45 25 46 -11 26 -12 -6 -14 30 -7 -32 -33 -21 -19 37 -37 41 -39 -3 -10 -13 -8 -26 51 -9 -4 -20 -28 50 -47 -18
right_child=1 3 5 8 27 7 42 11 40 24 22 35 14 16 -16 -17 44 34 47 20 -22 -23 -24 -25 43 -27 48 -29 -30 -31 31 32 -34 -35 -36 36 -38 38 -40 -41 -42 -43 -44 -45 -46 49 -48 -49 -50 -51 -52 -53
leaf_value=0.053356620018228107 0.060294175025720299 -0.10400760888518348 0.038459893234993651 -0.037507441823386972 -0.019952027466305755 0.096117453752640747 0.016361326387005836 0.058643115929494387 -0.060521710395796735 -0.056740494905283802 0.07765715384365296 0.078259985879383001 -0.0085601300865886694 -0.037423043510491728 -0.072139472988691875 0.012285167847998352 0.0074051824538244049 0.0079029898908067227 -0.044336037040703408 -0.060487623686077366 -0.034540085842219376 0.07510931393200726 0.029176441756189071 0.067634888798197762 0.029974949495161902 0.085978652321737778 -0.040443434505954556 -0.070119448330440301 0.027807651127148766 0.085407798364655493 0.10421029439461056 0.10709779070065358 -0.0091615533986209655 -0.088606491295897316 0.048875455215488958 0.025475634116487469 -0.022303716176272213 -0.0011743859081639043 0.079977617145600699 -0.074368706551005734 -0.033176606571117505 0.016435344395831789 -0.013023165029140705 -0.014936889558498201 0.040085705441589757 -0.13979714934219292 -0.016066237342478647 -0.071378241442986337 0.039054328939812595 0.02800489160268764 0.01802575638438458 -0.029775338131247043
leaf_weight=13.971402627037603 21.088583756558364 21.744538774655666 26.952945720317079 49.537881562151597 12.688123126426946 5.6440897245775004 61.272106532553153 9.865812547795942 39.123368178832607 6.5717877778515676 10.708605755557075 11.693480645975798 56.614953665299254 3.7173083422239861 4.3175133747645296 55.895230020891177 13.932257973792732 10.925448109010174 45.0076660384766 42.400120431200776 16.588463349959056 25.80644807300996 24.668930010433542 16.134692910607555 6.128677664892165 12.638056844069068 1.7042671309318418 8.5216007988055917 11.583778198881189 61.130113987441291 2.7777355074067609 1.3887271517887674 7.1161453883396462 25.798644991387846 24.011222573291889 27.290498751914129 9.1799366399645788 11.89480296242982 3.692485094186849 38.625072146911407 27.693797311112576 4.0416542515158644 15.968488691934906 41.877019192332227 4.801127581158652 0.79027993592899293 4.0047030169807831 20.297462524489674 18.541993928214652 5.7993519760202608 0.84229975193738915 13.940081780601757
leaf_count=1140 1781 6434 2656 10973 2841 294 10817 410 11054 1917 760 2166 11923 302 1042 9566 2057 1781 11689 12184 4075 729 4734 1439 1429 1912 148 2148 2316 6712 285 21 281 9531 3598 1816 1060 945 749 6769 7092 1244 2507 9280 520 26 442 4281 3049 218 41 1731
internal_value=0 -0.0354936 0.0349251 -0.0491603 0.0101617 0.0448501 0.0210192 0.0535738 -0.0297628 0.0049644 0.0645075 0.03914 -0.0191167 0.0258965 -0.00654739 0.0205097 0.0140444 0.0289911 -0.0665639 -0.0727679 -0.0639917 0.0599392 0.0482801 0.0438362 -0.0149359 0.0590747 0.0480479 -0.0401496 -0.00237736 0.0786844 0.0543396 0.0333233 0.0100039 -0.0711447 0.0360729 0.0259032 0.0134442 0.0403943 0.0181183 -0.0850715 -0.0491997 0.0624161 0.0102849 -0.00919431 -0.00364416 0.0372536 0.0314012 -0.052758 0.0323331 0.00878775 -0.0590473 -0.0111973
internal_weight=0 518.872 500.08 399.333 119.539 375.636 98.3292 257.216 188.871 124.444 146.319 110.897 122.054 118.42 72.5162 69.8666 71.3274 38.654 210.462 145.157 84.7872 43.1042 68.2619 47.0923 54.5775 43.5929 30.9549 21.2097 68.1987 78.0568 16.9267 11.2826 8.50487 68.1988 34.9367 67.7929 36.4704 31.3224 15.5873 60.3696 66.8172 15.7351 77.2406 48.0057 32.6735 17.2977 30.9576 65.3051 20.2463 7.43193 1.63258 27.8723
internal_count=184915 119457 65458 99363 20094 42126 15105 27600 44400 23332 18196 9404 26254 14526 15281 10706 9989 5681 54963 38993 25790 1424 10603 4537 12626 5869 3957 4989 14239 7593 881 587 302 21715 5379 7980 2876 5104 1694 13203 18146 3410 13324 10709 4308 695 3098 15970 3197 285 67 3788
shrinkage=0.1


Tree=13
num_leaves=53
num_cat=0
split_feature=2 1 1 3 3 8 2 3 13 3 3 8 1 14 13 16 6 5 5 5 3 13 5 14 1 5 12 6 1 2 16 7 13 1 5 5 5 6 13 13 12 7 6 2 2 15 3 13 5 1 1 16
split_gain=104.271 27.4177 13.9367 10.7947 5.91679 5.56169 4.64054 3.68622 2.52324 2.4217 2.29136 1.74411 1.56276 1.38075 1.30798 1.30111 1.29598 1.20482 1.62312 2.7488 1.45904 1.35426 1.3939 1.2537 1.44037 1.26115 1.20934 1.20273 1.42327 1.15636 1.15629 1.12247 1.07132 1.0366 1.17241 1.15875 1.28497 1.0381 1.02668 2.14707 1.28807 1.00981 1.28314 1.07334 1.02825 0.967416 0.954217 1.93348 0.941895 0.923763 1.09736 0.971872
threshold=0.068221516907215132 0.12659992277622226 0.03705232776701451 -0.0036089606583118434 -0.22667852044105527 -0.0083673476667376363 0.017357371747493747 -0.26438242150470609 -0.023025971912858403 0.19023912679404023 -0.254075625562109 0.014778964289784979 0.066074535250663771 -0.39986382885642713 0.37540564177701102 0.0038421358727299018 0.47188198210735949 0.2471076703032262 -0.024823022284803396 -0.037911311908816053 -0.02537036617286503 -0.21016037154174319 -0.41454401812162894 -0.2702693174456704 0.99809783697128307 -0.037906012436521426 0.10991481346985534 -0.24580263177593256 0.93515279889106762 0.10549867525696756 -0.0054782129672800448 0.016628861620631648 -0.57187894289687191 0.0015393918729387226 0.40672953578948684 -0.069299643218992041 -0.037906012436521426 -0.2432465040438288 -0.098447916442517033 -0.0058303660450987078 1.5603392613090292 -0.00076528990690315657 -0.23469468686179987 8.622083441878205e-06 0.001379444031044841 0.048704903585786573 -0.10292014898732303 0.072695040271904349 -0.23264554982187083 0.99874538183212291 0.55474281311035167 0.0077498320777681113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -4 10 17 13 31 30 16 33 -10 -1 -12 -9 -3 18 19 20 21 -7 45 -21 25 26 -25 -24 -29 -14 -5 -6 -20 35 37 -2 -37 -35 -28 40 -40 44 43 -43 -19 -23 -8 -48 -17 50 -22 -51
right_child=2 5 4 9 8 6 46 15 12 -11 14 -13 29 -15 -16 48 -18 41 32 23 49 22 27 24 -26 -27 38 28 -30 -31 -32 -33 -34 34 -36 36 -38 -39 39 -41 -42 42 -44 -45 -46 -47 47 -49 -50 51 -52 -53
leaf_value=0.10689322405413809 -0.10024213115520841 0.041509645676476768 0.028959594287709008 -0.038703862906713321 -0.051001767705936042 0.10050898016505989 0.035466280236611532 -0.0080937046374905865 -0.042121637768826069 -0.072877994090366133 0.0045106931141867318 -0.046230794591159648 0.0096984341062526999 0.035541572005085974 0.040418741165748749 -0.014868799448935897 -0.061625785713662187 0.06700402678088338 -0.085358430799385127 0.090069334596090941 -0.011588050180642762 -0.0067222948784803373 0.04112113514798079 -0.07913399037814664 0.068720966977799891 0.062797585778917683 0.076131486310425864 0.054474142211867138 0.090059713095292829 -0.021455717511195724 -0.012970944863470833 -0.0075144082652944732 0.081367045567341978 -0.034824622346589777 -0.026453315432357783 -0.02803383807658686 -0.077401957770278709 -0.071634773022053358 0.034735894298140862 0.022031789630624615 -0.14174223959932405 0.048235093417566349 0.043173651547909114 -0.021989777202839483 0.015834122812018393 0.064242189716264705 -0.013228716687565057 0.038235889317447799 0.017821465557941694 0.083878236180121427 0.055032036816329094 -0.15799540654491073
leaf_weight=2.9830470343586084 19.302430665891734 45.761522451721248 18.592691429053957 34.078973583098559 53.969977249074873 9.9129090294882172 27.274282823156682 50.997404856123467 19.587748821864807 12.762469163826607 61.05068449232931 38.021558922573604 20.121357865922619 28.869104116773087 12.149477406637741 10.34661541864625 1.2367212200770143 23.55644266601303 0.3766435513971399 2.124729543633296 3.4508321312605377 4.8136300978367208 14.71029507863568 2.6237959126010564 3.1781525816768399 2.1781953668687484 1.3997928909957424 20.544396548866644 25.145380552232382 29.162639923146344 35.846539776399368 6.6760152516944791 31.623072081838473 8.9040927205132885 8.166827653643848 6.0864988513640119 40.721274229563278 57.247059651472227 0.5417492762208006 4.5010617231018788 1.6521482327952979 3.2868045968934876 35.042469861975405 6.3588003835175186 4.7275404111423986 3.175947874202393 16.496936816274687 13.067522310146158 59.026573519069643 0.23430996324168596 8.6560297060641442 0.48650193243520334
leaf_count=145 6491 4766 3004 9477 15019 698 4326 9826 5119 3245 9325 9467 4531 3418 1992 1993 123 1188 28 128 709 359 1030 135 102 344 59 4128 3106 7514 9037 1557 5274 2586 1602 1266 8072 21237 37 255 54 152 2312 512 567 210 3191 2906 10551 58 1654 30
internal_value=0 0.0232453 -0.0464526 -0.00376102 -0.0237726 0.039456 0.0473936 0.0120381 -0.0313454 -0.0328424 0.0215463 -0.0652724 -0.0182405 0.0422792 0.0104789 0.00403071 0.0387737 0.0541312 0.0595259 0.0537092 0.0607947 0.0659177 0.0608792 0.0182057 0.0086189 -0.00626554 -0.0203803 0.0660716 0.0740858 -0.00873738 -0.0255187 -0.0462182 0.0793588 -0.0704216 -0.0622762 -0.0795591 -0.0709955 -0.0666906 -0.0012058 -0.0175328 -0.098234 0.043671 0.0342875 0.00198407 0.0584664 0.0215661 0.0219817 0.00952791 0.0129434 0.0294754 0.036054 -0.0792458
internal_weight=0 626.25 326.56 234.911 148.11 391.339 271.14 152.223 129.518 82.688 120.198 178.45 68.8717 31.8522 73.2002 120.371 46.9982 214.302 141.33 109.33 91.1302 78.3026 68.3897 18.1996 16.0749 12.8967 10.7185 60.4001 45.6898 49.284 69.9255 60.646 31.9997 140.428 74.318 66.1102 46.8078 66.1512 8.09475 6.69496 2.1939 72.9721 44.6881 9.6456 28.284 7.98958 56.8387 29.5645 69.3732 12.8277 12.1069 0.720812
internal_count=184915 97450 87465 47692 36744 49758 33552 25933 33740 21759 16206 50721 17164 3563 11317 22370 4889 23129 18398 13096 11982 9531 8833 1114 986 884 540 8264 7234 12045 18514 16576 5302 41254 25425 15829 9338 23823 405 346 91 4731 2976 664 1755 569 10423 6097 12544 2451 2363 88
shrinkage=0.1


Tree=14
num_leaves=53
num_cat=0
split_feature=2 3 1 1 0 3 4 1 6 4 1 3 1 13 4 2 0 0 1 1 4 6 6 4 6 7 3 4 16 2 3 12 7 6 4 7 7 7 6 13 6 14 6 14 2 7 7 1 2 3 1 12
split_gain=88.322 29.251 14.7275 7.4961 7.43693 5.98732 3.75203 3.27987 2.74281 3.52349 4.72572 2.73435 2.72368 2.41359 2.29268 2.65505 2.18456 2.11872 1.81421 1.74134 1.65875 1.64308 2.60595 1.53017 1.29581 1.29253 1.20054 1.35455 1.19801 1.14225 1.05254 0.995924 0.988994 0.987764 2.02473 0.984719 0.96288 0.961389 0.933261 0.911739 0.913833 1.2455 0.912695 1.13625 0.951339 0.903602 0.903407 0.895519 0.895315 0.874752 1.06107 0.873089
threshold=0.092883501201868071 -0.11334964470006524 0.17401415109634402 0.043986981734633453 0.00040114120929501956 0.079061589203774943 1.194750959339365 0.78225582838058483 0.25895431973554617 1.3091678732001313 0.55474281311035167 -0.093385348096489892 0.97893041372299205 0.048612509618103768 0.63965676198111765 0.49939499795436865 0.028774335980415348 0.0052872332744300374 0.99809783697128307 0.00059844375937245797 -0.038364395263836268 -0.2432465040438288 -0.25367111480839027 -0.12390816318556695 0.22828686444589422 0.00019417896839282758 0.057509525679051883 -0.24127922442737262 0.017443977384536555 0.00059687270550057303 0.55746148165781062 -0.12535678662804881 0.066462915469677836 0.19249966552758685 1.4072265869433704 -0.0030683754116382161 0.012689249120856816 0.0019753865521894014 0.34154477814074463 -0.35217523029027525 0.18139963825752956 -0.0191903970377033 0.22828686444589422 -0.23830518692333358 0.00042540041613392537 -0.039342959700362008 0.039908487136434918 0.99747967720031749 0.0036576928105205302 -0.30926798668224359 0.99683645367622387 -0.28936232593384043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 39 13 7 26 9 10 16 -5 -8 17 15 45 23 38 29 -16 -9 22 -12 46 28 -13 27 -4 -15 31 -7 51 -10 34 -21 -22 48 -19 -3 -1 41 -41 43 44 -42 -2 -6 -31 -25 -43 -51 -11
right_child=3 2 6 11 8 30 12 20 32 18 21 25 -14 24 19 -17 -18 37 -20 33 35 -23 -24 36 -26 -27 -28 -29 -30 47 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 42 49 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.097532547135771031 -0.020925669647677444 0.036191993349571835 0.045276174664199614 0.0057481605807649262 0.054322327768115658 -0.047916446955408178 -0.037843837552996917 0.088479016200824656 0.01017452108388763 0.013984424869318402 0.087638346962281732 -0.05000551057264746 0.020857455659897148 -0.0063848527644553704 -0.063155884215594649 -0.093794266708404905 0.0043618551491993894 -0.032632352547065341 0.088425078930298162 -0.081393166379447712 0.017396609091036571 0.069954348272422681 -0.022962146506491574 0.058029679771543177 -0.029019734819740673 -0.022879455958695144 -0.022305114461574058 0.011034906877328061 0.019418282836990843 -0.021342167842941615 -0.097776609208465662 0.021828214808159111 -0.047649692340594907 -0.0046940545504544403 -0.015043625207377906 0.056575076400014225 -0.03536773413068444 -0.012065318569964104 -0.099789065475086258 0.076475632249174322 -0.0022715773490139825 0.043995155980605334 0.059211801391189027 0.043313425645691683 -0.15019744997325596 -0.063947947540727954 0.012047071099911086 -0.18345977709709138 0.0038306228180823702 0.010758651191216495 -0.21503321503125267 -0.089547537792957127
leaf_weight=8.3956363784964179 5.5643061473092521 8.0024282181038835 19.292107390479941 18.829950306520914 36.445524861570448 29.544885886614793 13.543159734792424 11.847449926059197 28.309171286753557 1.6196576643851588 3.6361066417885013 37.056255982421135 18.932241210859502 32.949223486619303 46.020696473795397 40.868516021033429 27.687698926365556 56.351414794296943 2.5648202793090595 8.3038066668086739 9.4115634619665816 54.529762673013465 5.0964331717696023 4.9450946088763903 11.058689201337982 33.484328111868308 6.0874915677850359 28.799901945516467 39.606326774963236 9.4484049857710453 4.9532349042492561 19.946219219418712 3.2852174573345101 9.2368106864741986 10.304928230238145 20.273821109964047 3.3451672376540946 38.133920539010433 0.52184440323617387 44.14352945270366 1.6331973046762871 4.5923889844852965 20.274213802891609 5.3531084452988607 0.57515389809850592 41.106789097666478 5.8819926449505138 0.33639436494559127 7.9060958913178183 0.64923872554208983 0.2876577777788043 1.6126745715155255
leaf_count=356 1641 1433 3399 3926 4907 9042 2106 1887 2887 168 544 11698 2091 7752 8338 16831 5211 14959 212 4001 1605 8930 395 956 1932 9055 1296 6495 8632 1342 1116 1676 400 1796 2290 3825 726 8700 66 2571 64 348 679 144 21 14496 597 9 1847 66 6 123
internal_value=0 0.0184876 -0.00122637 -0.0513457 0.0412508 -0.0168599 0.0257398 0.0357038 0.0313719 0.0360219 0.0427495 -0.0281029 -0.00362988 -0.00978252 -0.0642108 -0.0751681 0.0275091 -0.0200271 0.00771024 -0.0512104 0.0568425 0.0635052 0.023174 0.0384554 0.00283994 -0.0371382 0.0194862 0.0247823 0.00770175 0.00138614 -0.0551216 0.01348 0.00413872 -0.0314406 -0.0446998 0.0441715 0.0122982 -0.0243354 0.027679 0.0661477 0.0627268 0.0708709 0.048158 0.0184514 -0.0416808 -0.0588285 0.048455 -0.027235 0.0247371 0.0260239 -0.0612528 -0.0378749
internal_weight=0 651.81 349.31 250.776 302.501 221.122 128.188 95.7123 216.596 185.002 149.474 89.3705 32.4754 186.624 161.406 87.5396 86.2116 103.01 35.5282 73.8662 41.5328 63.2623 8.73254 58.5239 83.6142 70.5406 54.1795 48.092 72.5556 32.9634 34.4981 23.1786 31.5944 27.8455 18.6087 29.6854 16.1964 94.4853 8.52427 85.9041 77.5085 49.6728 27.8357 7.56146 2.20835 46.6711 42.3275 9.7848 12.8512 5.52929 0.936897 3.23233
internal_count=185593 111521 76336 74072 35185 53632 22704 18507 30930 27643 24113 24679 4197 43474 49393 32968 14244 25158 3530 16425 7317 9869 939 9033 18316 20753 11190 9894 16384 3318 10158 1967 3287 8087 6291 5430 3529 23659 1499 4255 3899 2991 908 229 85 16137 5504 1351 2803 420 72 291
shrinkage=0.1


Tree=15
num_leaves=53
num_cat=0
split_feature=2 3 1 2 3 3 4 3 13 4 15 2 4 1 1 1 5 4 2 1 4 2 1 1 9 4 11 2 1 2 4 5 9 5 13 4 5 16 7 9 5 5 9 16 5 13 16 7 15 5 5 5
split_gain=73.4783 25.8164 12.2188 6.40728 5.47228 3.71284 3.62499 2.92928 2.53836 2.41535 2.15116 2.13333 2.13504 2.11835 1.94503 1.79048 1.68154 1.66665 2.05587 2.32221 1.63543 1.611 1.42734 1.41312 1.36328 1.35053 1.64755 1.23254 1.19293 1.16552 1.16238 1.12429 1.05156 1.03248 0.999334 0.976197 0.964077 0.94732 0.940608 0.92548 0.920135 0.916805 0.914383 1.00877 0.893179 0.856704 0.84527 0.839063 0.831888 0.823657 0.814334 0.981349
threshold=0.092883501201868071 -0.11334964470006524 0.25153186917304998 0.26728223264217382 0.079061589203774943 -0.33611839683726424 1.194750959339365 -0.1098452117294073 0.048612509618103768 1.194750959339365 -0.17260440322362783 0.00082413177005946647 0.63965676198111765 0.97893041372299205 1.7280442079936623e-05 0.80097767710685741 -0.45046427415745599 -0.048446010049716673 0.00073927396442741166 0.99747967720031749 -0.044214014595598587 0.56781676411628734 0.57871246337890636 0.18475361168384555 0.017874178101594546 0.68141473596130198 0.01517552341073976 0.98466104269027721 0.089114092290401473 0.0081858341582119482 -0.038364395263836268 0.40672953578948684 -0.049250140475189823 -0.032777236367834979 -0.098447916442517033 1.3091678732001313 0.23185132263781916 -0.1332251251925349 0.023948044877589867 -0.083102000715763596 -0.050455608463558399 -0.38299169624886131 0.036157393715727383 -0.023656443890726558 -0.17465859913625159 -0.4372750362269241 0.0311020401662985 -0.00076528990690315657 -0.06107689408402709 -0.043278051262442573 -0.38299169624886131 0.26666302102910705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 10 15 -2 29 21 45 12 -7 -8 -11 -4 34 22 37 20 -20 -5 24 39 38 26 -13 33 46 -3 -18 41 -6 40 -17 -22 -35 44 -12 -9 -16 -23 43 -31 -19 -1 -10 48 -32 -39 -15 -52
right_child=3 2 6 9 32 11 13 23 28 14 17 25 -14 50 27 16 30 18 19 -21 35 31 -24 -25 -26 -27 -28 -29 -30 42 47 -33 -34 36 -36 -37 -38 49 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.099128083059060013 0.011777246932014682 0.012051322805875203 0.02288430338034475 -0.05484930597105539 -0.10730214523424 0.077417392834071855 -0.035267089549852824 -0.10193384771302093 -0.015483194019682607 -0.076814035976559725 0.048560495166874107 0.027393294930163726 0.029004478221399621 -0.10582146030519729 -0.038542289054127342 0.13965074864531274 0.086846460293104444 0.10005466705836892 -0.042967825965425838 -0.17576246928487835 0.044041915381772365 -0.044870658583025698 0.092970647348514165 -0.0049391257092669272 0.077956599917796451 -0.016750435947450723 -0.019571473631336423 -0.052265971263599602 0.020853692933050619 -0.037913794807951158 -0.025320971762422925 -0.05127495457848627 -0.04643296521638058 -0.089409686220897358 -0.065577008968923975 -0.0050551306581729195 -0.015830916319114471 0.07524053155476218 -0.0089200392752355889 -0.039544709357853203 0.054069931945407379 -0.093305335211799567 0.018026267647672612 -0.016084857864230789 0.0090166340988409501 -0.0058565558398420261 0.0085771135326659208 0.063967207344577101 0.040942580724229238 0.050537094618341639 0.067385576085980226 0.010109639674282415
leaf_weight=0.83535197813762252 14.954017337604453 10.907686633134288 37.096749899341376 34.587552018023416 3.1302048800425828 13.613106326316482 11.979908485431226 2.4544784468162097 30.493794856456589 12.648389773152301 15.910246338804429 64.709567267960665 27.582580196496565 0.49308561114594596 1.5374134053126907 0.25945656490512203 10.487879077958494 1.250736333808163 3.0015956931165446 0.55973686883225937 21.388080651784556 4.3601241785509037 15.097019600747442 12.250509961144415 15.767237714884685 10.256003415212033 8.4312890538967604 14.487496476704107 28.918729679979151 35.511138265086629 2.3906066055060355 9.7401612206886039 30.230869957696996 2.114795771980428 1.6623701601056369 4.9904939389962228 10.875289870236882 19.903908964173752 3.4604210414690888 68.124388108157291 3.4557210365310302 42.288226884007599 5.2471436356572658 52.506786484504119 7.200572259112958 8.7470140955883817 27.985815785468731 13.401985182092178 8.929884350334758 42.792834039835725 3.7838058742054299 14.080848236975724
leaf_count=47 3068 2600 8224 12661 515 1719 2025 419 7419 1502 2353 11348 2472 30 566 14 1777 125 303 18 3879 1338 2297 3232 1009 2102 1044 3071 6471 9914 419 1691 9923 888 174 621 2082 1842 442 22449 581 20524 945 13060 466 957 6115 2891 1759 2141 684 1377
internal_value=0 0.0173697 -0.00170211 -0.0484804 -0.0148317 0.0393796 0.0265386 -0.0289456 -0.00832045 -0.0625104 0.0494152 0.0264138 0.0450287 -0.002585 -0.0435628 0.0384394 0.0539614 0.0523245 0.0449098 0.0229068 0.0267946 -0.0718972 0.0672242 -0.0362987 0.0561213 0.017211 0.021976 -0.0305758 0.00424641 -0.0188627 0.0589342 -0.0823336 -0.0521978 -0.0130679 -0.0368546 0.0347562 -0.0279143 0.054161 0.0382933 -0.0417392 0.0255189 -0.0887969 -0.0224798 -0.0248976 0.0226695 0.00346049 -0.00396985 0.0470398 0.0269318 0.0583984 0.0187561 0.0222953
internal_weight=0 614.997 329.499 233.879 224.932 285.498 104.567 97.7834 191.571 136.095 160.905 124.593 41.1957 30.3376 45.1191 74.2289 37.1322 151.323 101.088 29.9399 29.3802 90.9761 50.2349 82.8294 35.1379 83.3969 73.1409 32.4707 87.3983 104.173 35.2104 56.3885 33.3611 17.9832 1.92183 26.3786 12.9901 71.1481 19.3707 70.5789 4.99313 46.6484 93.2651 88.0179 8.45131 9.58237 58.4796 24.7225 11.3205 62.6967 18.3577 17.8647
internal_count=185593 111521 76336 74072 56962 35185 19374 29168 46524 44904 16500 18685 4191 4116 8690 15258 7034 15496 9395 4821 4803 36214 6101 26100 3804 14494 12392 7188 20005 26519 6846 23553 10438 4117 188 4500 2970 4574 2795 22868 1147 21862 23919 22974 591 1004 13534 5069 2178 3983 2091 2061
shrinkage=0.1


Tree=16
num_leaves=53
num_cat=0
split_feature=2 1 0 0 3 1 4 1 4 3 7 3 8 8 4 6 2 8 1 1 4 3 6 4 10 3 0 14 2 4 11 4 4 7 6 10 10 2 3 4 6 4 0 10 10 10 7 0 7 0 11 6
split_gain=63.6629 23.2367 9.36347 8.45759 4.60866 4.34294 5.55588 2.83445 2.8307 2.53226 2.49751 2.18991 2.15651 1.73127 1.58685 1.82005 1.45821 1.40937 1.49787 1.36021 1.22359 1.2173 1.19408 1.03527 1.35732 1.08797 1.03489 1.03101 1.02344 1.11316 1.00514 0.964032 0.947119 0.875629 0.863534 0.859094 0.854789 0.851436 0.849499 1.19148 0.847095 0.836023 1.00449 1.05731 0.796343 0.784814 0.764835 0.763741 0.733303 0.706177 0.701715 0.691018
threshold=0.020364922471344474 0.026871012523770336 0.009490537457168104 9.3806971563026323e-05 0.033539036754518754 0.29573254287242895 1.3861729212841993 0.42700262367725378 -1.3061937576891089 0.25570024177432066 0.0031343744205813359 -0.023093511816114184 -0.0097970322315414655 0.0092806286163675308 -0.053237200855387252 -0.23469468686179987 0.078460287302732482 -0.022526556951995316 0.0026815487071871762 0.99217537045478832 -1.0584841907846603 0.31060405200696556 0.26015838596626389 1.4072265869433704 -0.0040972709396630098 -0.92490219045430411 0.0018742651445791127 -0.047402801513643671 0.52053657174110424 0.30669861409223204 0.0022108507097818001 0.10069016339144334 -0.11607542693231619 -0.066146508404885659 -0.019593972664938428 -0.00022546935122838175 -0.045808053277847309 0.00029365642694756394 -0.66720118070952583 1.4479227550631293 -1.0000000180025095e-35 -0.062508338368449698 0.0010894675506278875 -0.028503006953791522 -0.0066642931955976726 0.0052503804890541503 0.0079201403248085282 0.00051037184312008332 -0.00085908833454850298 0.00063395238248631369 0.0021383700375266572 -0.32581145211269164
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 27 7 17 8 10 -7 13 16 20 35 28 50 -16 -4 36 -19 26 46 -6 30 -21 25 -25 -8 -1 33 -30 -17 -9 -12 -2 -29 -10 -5 -20 -36 -40 -28 42 -39 -44 48 -11 -3 -32 -24 -15 -14 -51
right_child=1 2 4 5 21 6 19 31 12 45 32 -13 14 49 15 22 -18 18 37 23 -22 -23 44 24 -26 -27 40 34 29 -31 47 -33 -34 -35 38 -37 -38 41 39 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 51 -52 -53
leaf_value=0.078677536183643967 0.031887204517890261 0.080658254332524201 -0.01238365743329138 -0.083429301391224064 -0.029334853229786479 -0.1762787352273508 0.021089581862577502 0.048672040797442848 0.014050720617140917 -0.084957924964280951 0.0076951061924396399 -0.020426502408145232 0.080368383913522246 0.078593962943660237 0.0016906580265490122 0.064401813541241845 -0.03888399787058032 -0.054003949843895609 0.05917667397952691 -0.093534341261830689 0.026132159916662064 -0.060926325315985408 0.03050348503966346 -0.13813887319880255 0.05482778552249671 0.015340001565948141 -0.026564401579592424 0.079644009303649274 -0.10183643030267096 -0.057871151313172046 -0.17908334751234373 0.0045574593077509868 -0.017346202886852968 -0.048459804343987396 0.049754911513020583 0.046736833374017274 -0.010715979493292956 0.066203131404041118 0.029654895978087254 -0.1410419427353477 0.016794229956479674 0.00039134555566792782 -0.030071095739850541 0.022920359524210392 0.047754364595753253 -0.059869698448146748 0.038404899838725109 0.01382249887442483 -0.033729522505024118 0.011295018609773836 0.024712205526552612 -0.035316495451259082
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leaf_count=1772 363 848 12588 221 19434 19 813 2526 4183 8806 13221 1367 4458 55 730 9439 10299 1053 826 52 2777 5255 350 21 824 1471 2487 130 4571 6540 17 2627 6105 14722 72 2251 2194 516 36 19 994 7438 623 8123 945 7237 582 397 266 822 441 11387
internal_value=0 -0.0242238 -0.00796871 0.0327617 -0.0146756 0.0265873 0.0348855 -0.00653143 0.046367 -0.0551137 -0.0106879 0.0380655 0.0472964 -0.0464829 0.0547249 0.047024 -0.0223963 0.00884179 0.0139655 0.0108038 0.0477656 -0.0360564 0.0525045 0.026522 0.0294033 0.0110452 -0.00252773 0.0730502 -0.055729 -0.0703735 0.061283 0.0290344 0.0017383 -0.0457984 0.0323304 0.025852 -0.0204088 0.0167171 -0.000749785 -0.0520047 -0.0149925 0.0141051 0.0225172 0.0173879 0.0316337 -0.0735451 0.064902 -0.00872676 0.00613796 -0.029232 0.0752789 -0.0309462
internal_weight=0 462.771 303.226 340.115 264.677 294.943 200.954 191.685 136.066 159.544 171.639 38.5495 135.514 108.704 100.629 73.2443 88.3644 93.9883 79.9867 64.8884 33.0687 72.9915 65.342 29.7706 29.0858 16.9047 35.1178 45.1719 70.7465 28.5448 45.9717 20.0466 83.2743 42.2017 5.49902 34.8855 14.0016 76.8873 3.24649 1.61102 22.9904 72.4537 44.9002 40.2043 19.3703 50.8403 18.4326 1.95924 7.51276 37.9576 27.3843 37.376
internal_count=185313 132132 77629 53181 72055 51152 30158 47366 23496 54503 42213 5574 23477 38460 17043 12144 22887 20994 18579 6662 4207 24689 11414 2368 2316 1492 4294 2029 26196 11111 9853 5153 19326 15085 257 6434 2415 17526 127 55 3481 16700 9262 8746 1561 16043 1430 414 616 12264 4899 12209
shrinkage=0.1


Tree=17
num_leaves=53
num_cat=0
split_feature=1 1 1 9 9 8 9 16 1 10 11 6 7 7 7 5 9 10 5 9 5 6 5 9 5 8 11 1 5 5 16 16 5 8 8 7 9 5 7 6 8 7 6 9 9 11 10 11 11 6 1 9
split_gain=54.531 15.4137 6.34947 4.5564 3.58733 2.61983 2.02479 2.1957 1.64363 1.5494 1.53749 1.424 1.31513 1.22372 1.19098 1.16739 1.0811 1.06662 1.02403 1.01435 1.04742 1.33496 0.873961 0.962984 0.835509 0.827675 0.825597 0.813266 1.43022 0.763306 0.742242 0.730324 0.723346 0.662808 0.657562 0.646772 0.702883 0.632429 0.893884 0.617537 0.61506 0.596259 0.715077 0.593579 0.58644 0.880864 0.580449 0.573783 0.571043 0.569876 0.542715 0.541765
threshold=0.11111555248498918 0.014065631199628116 0.44616070389747625 0.036157393715727383 0.049523023413564099 -0.0085580656953799118 -0.049250140475189823 0.032851800421049564 0.0016974599566310646 0.0066106981180001495 -0.0038052847099344154 0.24615656315667592 -0.075626219429854771 -0.0022018478913791262 -0.024348331012472763 0.23185132263781916 0.0075207271513767432 -0.0050333049811736108 0.13170563959861589 0.0067047520550979371 -0.45046427415745599 -0.24580263177593256 0.24202190153897304 0.039737695275689829 -0.062015982308234567 -0.0017110984323649395 0.10377961803361221 0.98734652996063244 -0.39412669827681679 0.2935764297435946 -0.012749189978151066 0.0061506208180636974 0.69424018965842282 -0.056707910081106809 0.0002558702272716222 -0.00096099627777808166 0.0057061705686857625 -0.47950143287436031 -0.0050574026700806697 0.25481039497758534 -0.050408417661860529 -0.00057511866823613288 0.19249966552758685 -0.0069927296528045297 -0.066533785987141589 -0.035542890896730919 -0.026897754200124423 -0.075368457637731159 0.053085834578965492 0.26247601891240685 0.072246439754962935 0.0044766946664028069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 10 19 18 13 9 43 32 34 -5 14 -8 47 17 25 -3 20 -4 -22 23 44 -9 -7 -6 -19 -29 -21 -23 -31 37 -14 40 -30 -37 51 -39 -16 -12 -27 46 -1 -10 -46 -43 -11 -15 -41 -20 -2
right_child=2 3 5 12 26 16 7 24 22 15 11 -13 33 48 39 -17 -18 27 50 29 21 30 -24 -25 -26 41 -28 28 35 31 -32 -33 -34 -35 -36 36 -38 38 -40 49 -42 42 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.10144713544125289 0.0071522175178344305 -0.081584784833191135 -0.04480313903054195 0.087203937477800197 0.069730460987777562 0.015405489585811647 -0.006178739649520034 -0.015843349680972608 -0.1062804398851412 0.14207658393659339 0.062071284334392074 -0.029734979777136766 -0.025785805439441058 -0.011863454294371511 -0.041548351543034129 -0.029821867044454161 0.062018750814586611 0.039559975282541765 -0.039427020633616423 0.054758608847569862 -0.015850493306988143 0.016650702057038183 -0.017113426578905491 0.040860202523100402 0.0052332353936096398 0.064471097569237273 -0.021408872857322455 -0.067045630412011212 0.0856881166060392 0.0033556987960333242 0.04725964202678274 0.098945094735111885 -0.10257261470058415 0.032663030156699711 0.014657621185582774 0.058344411496881611 -0.016289035071498672 -0.0038190334304487386 0.02932780011894183 0.026677661956437639 -0.0068111388470776151 -0.07081506206501785 -0.0074162764408448019 -0.071030202045642712 0.037447860077356981 -0.05048853272026306 0.049154274226536857 -0.07111457568843764 -0.099498351905006222 -0.04261628557998956 0.051087721962003008 0.083907551609114575
leaf_weight=8.1027547047451645 1.3491980960825447 6.7693710402381821 2.8363821113016447 4.070679860320527 11.557044254965145 23.209546714373573 15.017985315691474 27.057513227686286 1.7961670056465653 0.11172851594165223 1.3246751017577469 14.771702959273169 2.3481280672494913 78.463774015530362 47.754640331701921 17.047271918952902 30.428027948728413 50.705419288840858 2.1840746970920013 13.278015343574227 9.4712936241994594 25.435315084672762 11.70479578731465 1.1746989605817351 61.583690606243181 7.912815032585061 1.0794188799336559 0.85606616176664729 9.0731666828360158 6.6410541924124109 11.511994774395136 0.8912578290037344 0.44605059473542397 10.846727772368464 33.240592823502084 22.91996185324388 1.3281465537147585 11.830727545126132 26.005509527472899 2.6786690745502701 37.882787139733409 0.40642595870303821 3.7254304940379361 33.286512040540401 1.161406706116394 38.917431716050487 9.3519509008328878 13.452539676651211 0.7334513152600256 2.1025895941420458 0.93055362469749514 2.8941394271678291
leaf_count=2167 186 1246 271 523 851 3712 4622 8965 324 33 157 2532 409 21573 17146 3273 3514 9995 484 2042 1211 4661 3529 384 14893 1255 98 89 789 697 2424 82 64 1834 8893 2303 79 2649 5621 443 10031 72 414 10727 309 18915 1805 5897 90 640 137 253
internal_value=0 -0.0258258 0.0277005 -0.0119983 0.0111026 0.0379747 -0.0154942 -0.0136297 -0.0544605 -0.064398 0.00614493 -0.00145697 0.0376305 -0.0211351 -0.0310217 -0.0472901 0.0450398 0.0410422 -0.0597964 0.0218419 0.0140123 0.0176218 -0.0413766 -0.0479638 -0.00120221 0.0285022 0.0619263 0.0476247 0.059563 0.0403458 0.0262058 0.0148705 0.0217305 0.0222411 0.00431456 0.0628494 0.0542477 0.0230905 0.0189664 -0.0381189 -0.00445706 0.0426842 0.0298315 -0.0770255 -0.0504717 -0.047925 0.0440392 -0.0691767 -0.012697 -0.00383933 -0.012249 0.059633
internal_weight=0 389.297 372.364 262.542 142.382 229.982 245.276 235.392 126.755 72.0008 129.745 87.2198 17.2655 146.751 67.5539 30.6115 159.917 129.489 9.884 70.0653 49.255 46.4186 54.7545 43.0497 88.6412 44.6062 12.6365 84.8828 34.1773 20.8103 36.9473 7.53231 42.5256 13.1949 72.4481 33.3213 24.2481 42.0796 37.8362 52.5359 39.2075 21.3966 13.4838 41.3893 41.875 40.0788 9.75838 13.5643 79.1972 4.78126 3.11463 4.24334
internal_count=185313 118563 66750 73005 31335 35415 70239 68372 45558 22097 30386 21613 2766 44514 22851 9203 24027 20513 1867 11388 8567 8296 23461 19932 23858 7258 949 13255 3260 2821 7085 779 8773 2243 19081 3171 2382 8709 8270 18229 10188 3546 2291 12894 19548 19224 1877 5930 21663 1083 621 439
shrinkage=0.1


Tree=18
num_leaves=53
num_cat=0
split_feature=2 1 0 0 1 1 13 6 6 0 9 11 9 14 9 11 0 2 2 8 1 6 0 6 6 2 10 8 1 1 8 0 6 12 2 1 1 6 0 9 13 1 12 12 8 12 8 12 0 2 14 10
split_gain=47.5388 17.7197 8.20411 5.81371 3.65972 3.03413 2.37353 1.8274 2.36861 1.7674 1.43968 1.41448 1.37464 1.36325 1.35982 1.30703 1.24666 1.20756 1.10013 1.13367 1.0976 1.53854 1.07327 1.02888 0.997651 0.952346 0.924611 0.899152 0.896773 0.857213 0.806403 0.805668 0.734833 0.733983 0.955242 0.751636 0.698934 0.694083 0.681161 0.677266 0.827934 0.677245 0.661256 0.654034 0.649534 0.634108 0.632175 0.618992 0.616954 0.615252 0.714045 0.767357
threshold=0.021678919903934005 0.025454741902649406 0.0074599417857825765 9.3806971563026323e-05 0.48786605894565588 0.065155725926160826 -0.001916906955567809 -0.24580263177593256 0.19965738377564782 0.30053205788135534 -0.018577126604223542 -0.032241076271108365 0.1170552587076913 -0.056055474453516406 0.0059845457635036231 0.053085834578965492 0.0063358121551573285 0.12241591513156892 4.6234461478888995e-05 -0.020855953031246603 0.99747967720031749 -0.019593972664938428 0.002846706891432405 0.22402530681430582 0.18538601528178039 0.20778719335794452 -0.00075236996834278543 -0.0013420862540742475 0.020113191567361358 0.99747967720031749 -0.0043165392137852025 1.88436652024393e-05 -0.34924828765511617 1.527976141445756 3.6280936228649811e-06 0.99874538183212291 0.99445050954818737 0.24002450572314671 0.14202211052179339 0.025899592670838488 -0.3622494631348871 0.99534648656845104 1.6309232947197703 0.48547244716936827 0.0044421114073920397 -1.0934910529540594 -0.0020931926993011966 4.0561285448326698 0.014329004567116501 0.0015235689352266493 -0.2897416906062395 -0.021144829137662656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 13 12 17 39 16 18 11 32 -2 15 31 24 28 41 27 33 -20 21 -15 45 43 -3 26 -12 -4 48 -10 -30 -1 -8 34 -9 36 42 -17 -29 40 -7 -6 -35 -23 -24 -13 -42 -44 -5 -21 -51 -52
right_child=1 2 5 4 7 6 10 8 29 -11 25 22 -14 20 -16 37 -18 -19 19 49 -22 23 44 -25 -26 -27 -28 38 30 -31 -32 -33 -34 35 -36 -37 -38 -39 -40 -41 46 -43 47 -45 -46 -47 -48 -49 -50 50 51 -53
leaf_value=0.089531345129527984 0.026908005256134161 0.032137367332109923 -0.034948782901355571 0.015754756002858809 0.018913822511056836 -0.065875257876027563 -0.14520870244239034 0.088432774622150989 0.0142878291300906 -0.069488300105571207 -0.0010847446557988416 0.10099295093520325 0.080999240375768458 0.062087163433538421 0.062086623647082353 0.0079747349307925479 -0.015240700331349936 -0.049115496914228944 0.018888683747870505 0.064324829309521159 0.11597999976836811 0.00051447232079851544 -0.057081332111742489 0.037688696601578822 -0.031304157532102132 -0.023345569082340541 0.021930018871137089 -0.006020362105418813 0.0036777371818185406 0.068088431109129308 0.022654048201539368 0.058722854099840786 -0.023725723837845197 -0.15348155754498841 0.01647331401699836 -0.11529355259006291 0.040993624387579052 -0.08353050789089006 -0.040930322773737274 0.011572992683963987 -0.033202539987824624 0.073362926739921938 0.019159665196031052 -0.13021424253790534 -0.040061351634418055 -0.014053103523711464 -0.011513199261329821 -0.11436443762835841 -0.027016652249974123 0.087493854041132468 -0.019642166194059084 0.044331231213190214
leaf_weight=14.600378367933443 2.6806739194871616 13.197409440243069 30.690039618752053 5.0923545243422259 15.186464048165368 4.2287103305206974 0.50695552915567432 2.7208979942370188 38.269648782088552 40.688082810196647 28.804774660657131 0.68374432516611738 2.6317709316499522 2.2117371430358617 14.928759843794976 1.2815160591853776 11.332579710709977 21.803575309644657 9.2147947703779192 40.035033188498346 0.96654988359659899 0.53933437974774223 43.717219709658821 0.8960093781352042 3.0361431823948797 8.0499228041408042 44.282324296187653 32.290507355482987 41.615746091083565 3.1946347560151471 48.485783351276041 20.771382491453551 10.213211976013552 0.36941091273911242 5.6858492243336514 0.55683792533818621 2.6117452735779807 2.3148439381911885 6.7438868222816373 6.1314432798535554 22.172296743348852 2.6767155322013414 1.5530648226849733 1.2989830065635031 46.596141345979049 1.5009268521098409 34.152451022080641 0.42829329450614739 9.9137070819488127 3.4842463755776434 2.0289428275573327 23.327793264368665
leaf_count=584 726 2501 8768 1403 1417 1247 35 133 4078 15183 7551 101 201 156 1503 134 1802 9662 1746 8281 26 34 18558 35 411 2987 11621 8800 9120 341 11161 1070 2286 21 593 64 199 339 2213 1185 6732 147 186 56 17812 389 10051 27 3427 825 373 6716
internal_value=0 -0.0223803 -0.00805291 0.0290722 0.0237985 -0.0140829 -0.0057123 0.0333587 0.0383152 -0.0520319 0.00471282 -0.044558 0.00982671 0.06405 0.0403167 0.00809076 0.0106884 -0.0285782 0.047257 0.0518752 0.0195332 0.000341438 -0.0466339 -0.049681 0.0202509 0.00926494 0.0128615 -0.0221452 0.0101223 0.01846 0.0138918 0.0714778 -0.0296992 0.0213276 0.0398995 -0.00699681 0.00551945 -0.0510437 -0.0120674 -0.0200702 -0.0232767 0.0271369 -0.0339047 -0.0922192 -0.0483096 0.0224725 -0.0200589 -0.0104557 -0.0125006 0.0562824 0.0450861 0.0392023
internal_weight=0 417.099 281.232 315.297 274.013 250.07 158.542 162.677 133.481 135.867 91.8572 95.1787 111.336 41.2844 31.1623 108.704 29.1958 91.528 92.0169 78.0908 5.91261 4.94606 92.498 2.73433 16.2336 81.137 73.0871 69.7244 105.108 41.4643 90.1015 35.3718 10.7202 13.9261 8.40675 5.51935 4.96251 3.59636 39.0344 66.6849 60.5535 17.8632 2.35077 1.83832 90.3134 2.18467 56.3247 1.98136 15.0061 68.876 28.841 25.3567
internal_count=185017 130322 77553 54695 52734 73138 43695 26949 23583 52769 24480 37586 25785 1961 4415 25584 3366 29443 19164 17941 307 281 36860 125 2912 22159 19172 19781 25111 4419 20281 1654 2321 1223 726 497 433 473 11013 19215 18030 1564 234 90 36370 490 16783 213 4830 16195 7914 7089
shrinkage=0.1


Tree=19
num_leaves=53
num_cat=0
split_feature=3 2 3 2 1 2 13 15 14 3 3 13 8 1 3 7 16 11 5 7 11 1 1 12 1 14 5 14 2 16 16 8 7 8 7 8 5 1 5 13 16 8 8 16 7 12 16 5 2 12 11 1
split_gain=43.093 9.95089 9.13205 4.96265 4.91815 2.7263 2.48508 2.1808 1.60148 1.56099 1.37264 1.32309 1.19451 1.11003 1.11233 1.08512 1.07859 1.03688 1.03563 1.01986 0.886066 0.835557 0.784395 0.746569 0.741321 0.735839 0.730517 0.692125 0.691664 0.68288 0.616931 0.728283 0.814162 0.598732 0.585956 0.577885 0.577989 0.57703 0.856664 0.743358 0.746033 0.745532 1.03891 0.675433 0.56128 0.776004 0.584576 0.560524 0.683116 0.552598 0.551254 0.599619
threshold=-0.014001585543155668 0.12241591513156892 -0.254075625562109 0.0046054015401750812 0.095591232180595412 0.21445015817880633 -0.23361991545149247 -0.15674008270204695 -0.09461471496784972 0.13896908506285402 0.31060405200696556 0.12577814497452508 -0.0020931926993011966 0.96196717023849498 0.049315959215164192 0.00085323302132787394 -0.0047291389083482308 -0.01127910857943039 -0.22724364146318607 -0.048719357700528911 -0.017991829566609743 0.11111555248498918 0.14704205840826037 -0.24201650948076828 0.99534648656845104 0.19127004066016021 0.72507360347951033 -0.50333918981332582 0.034431269392371185 0.073249181655313481 0.06512908212327749 -0.0049147197737170632 0.0085052710823508171 0.0038842756950978876 0.021514276784411337 -0.0081737025528731289 0.24202190153897304 0.94229397177696239 -0.015874824935657283 0.094699557041192026 -0.17630569358451326 -0.0040911423643960297 -0.010752822571560525 -0.0031388942506208237 -0.025341807125409656 0.41788605955264646 0.13792610100035663 0.24202190153897304 0.99539309740066539 3.5282071458185595 -0.027306207403819983 0.078119721263647093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 11 23 -8 35 16 20 19 24 14 29 -14 -2 -15 -13 -5 -3 50 47 -1 26 -11 49 -26 -25 -6 31 32 -21 -18 -17 44 -37 38 -10 40 -39 42 -42 -44 -9 -46 -47 -22 -49 -4 51 -20
right_child=1 10 3 5 13 -7 7 8 37 25 -12 18 15 17 -16 34 33 -19 21 30 22 -23 -24 28 27 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 -38 39 -40 -41 41 -43 43 -45 45 46 -48 48 -50 -51 -52 -53
leaf_value=0.081998147580522818 -0.03210458935790568 0.010695748973101153 0.020808704052712873 0.03543145188203406 0.0049747524973017439 -0.044036781951053712 -0.0083512956925055233 0.07659203350971433 0.0063091230171751847 -0.042667129374870633 -0.066726918864782644 -0.016875667767839119 0.069557367049910335 0.0033517634331371605 -0.020906988443303902 0.037886657717628641 -0.019394111706351667 0.058401822910253975 0.016859394992433104 -0.035808718123157397 -0.055730454338426078 0.036383449272539982 -0.016675020307934808 0.056560758225920472 0.14831328507635463 -0.093127003135968556 -0.039207529672753427 0.039975905900064723 -0.035730716290991608 0.04135414892775735 0.0076403532269934613 -0.0043430740071754431 0.0083938986143278823 0.0043502413464600528 -0.014082545059191154 0.061465422023120247 0.040129815776784261 -0.15691982811578806 0.034898657108915161 0.060101812275671122 0.087972530643680574 0.039222831951658411 -0.088890553761299562 0.050748286161624995 0.0064548457924996985 0.050600722907974564 -0.065802375377622638 -0.031663881331804131 -0.078875091386018337 -0.037840469521318788 0.01245833417576141 -0.11471145975654883
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leaf_count=1192 15161 951 7696 977 6804 5733 1650 192 5511 6679 15493 2146 1908 1037 4212 2254 8116 1677 91 4680 26205 5236 3043 400 59 915 330 1013 239 1654 4996 12681 1193 5813 461 4777 1303 8 3255 1178 73 790 139 79 1290 1280 37 6467 635 257 5000 51
internal_value=0 -0.0295951 0.0207655 0.00820502 -0.0134954 -0.00149951 0.0384016 0.0340015 0.037403 -0.0264694 -0.0509822 0.00237769 0.0294405 0.00948778 0.00194992 0.0466465 -0.0205675 0.0342318 0.0152811 -0.00438976 -0.0439322 0.0214557 -0.0458211 0.071393 0.0202363 -0.0515887 0.0151491 0.0498841 0.0362356 0.0126081 -0.00696538 -0.011488 -0.0257875 -0.0096139 0.0285866 0.0472101 0.0529228 0.0257309 0.0189621 0.0390806 0.0225931 0.0259983 -0.0213731 -0.0575544 0.0338458 0.0280578 0.0459029 -0.0490725 -0.0377117 0.0183394 0.00864949 -0.052641
internal_weight=0 289.013 412.257 240.79 164.905 165.276 171.467 151.321 140.073 105.402 124.109 151.485 75.5141 59.5024 45.623 26.2924 85.3751 13.8793 52.1084 99.3765 85.7705 43.7194 82.9066 20.1459 49.2218 20.0271 42.0356 7.18624 4.68668 31.1198 93.353 71.2838 23.7354 43.8115 14.7248 76.0886 53.2673 63.9847 42.4854 21.4993 12.0694 11.8595 2.58586 1.94922 22.8212 20.1254 11.0104 74.5753 27.5991 39.7162 23.5468 1.36448
internal_count=185017 104862 80155 56762 52068 42784 23393 21562 19912 36684 52794 37051 13978 15384 12670 4623 29090 2714 12524 24527 37301 10378 36350 1831 9355 7594 8283 1072 639 8458 23550 18554 5873 13929 2715 8879 6080 11033 8766 2267 1089 1081 291 218 2799 2607 1317 33307 7102 7953 5142 142
shrinkage=0.1


Tree=20
num_leaves=53
num_cat=0
split_feature=3 0 2 1 2 0 4 3 2 1 4 2 1 4 11 13 13 4 1 1 4 7 9 7 16 14 16 1 4 1 7 11 11 13 16 9 4 7 13 7 7 2 4 2 14 16 0 14 7 7 13 4
split_gain=37.8867 11.7802 8.80037 4.16935 4.00866 2.8923 2.46488 1.85374 1.79562 1.52026 1.52957 1.40153 1.37224 1.25456 1.22546 1.16923 1.14967 1.13384 1.40353 1.29066 1.11507 1.01952 1.01039 0.960524 0.946774 0.860405 0.860275 0.854788 0.89259 0.809437 0.783208 0.78022 0.759098 1.52233 0.755995 0.734138 0.733856 0.659359 0.641405 0.639382 0.633558 0.603898 0.584087 0.71719 0.610544 0.604135 0.598501 0.723485 0.582065 0.573156 0.557192 0.557276
threshold=-0.017858706974948287 0.009490537457168104 0.089726183563470854 0.55474281311035167 0.0096259354613721388 0.00063395238248631369 0.38406041258284923 0.39817529171705252 0.13409603387117389 0.066074535250663771 0.65406355149437034 0.33695064485073095 0.00059844375937245797 0.68618109377370107 -0.012066472383452211 0.18960821847001036 -0.10539563233776617 1.2665686741284246 0.90557980537414562 0.95645850896835338 -0.13803993006563012 0.058895397487160057 -0.066533785987141589 0.0038424594098243389 -0.0054782129672800448 0.20612025000223522 -0.11399589845111342 0.94984394311904918 -0.24984684160916124 0.0043624592944979676 -0.075626219429854771 -0.061139904710428988 -0.0034138251615755725 -0.26630398122784954 -0.021854756323762249 -0.013990684483791973 -0.18746323184277378 -0.0017725083128803428 0.61132364877279766 -0.012725583359977479 -0.0112357228753858 0.00053413311252370488 2.1245975209561778 0.005690821912139655 -0.39986382885642713 -0.11163085677863055 0.064305908977985396 -0.10957220062522102 0.075882613440221278 -0.089421682214424383 -0.06114862093338528 1.3091678732001313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 37 13 27 16 15 10 11 25 -12 14 -1 24 49 18 20 -19 21 -7 -18 41 -3 31 -15 28 -5 -24 -8 -4 39 -34 38 48 -17 -2 -31 -28 -41 -22 43 45 -44 46 -32 -48 -16 -6 51 -10
right_child=2 3 9 6 7 17 30 -9 50 -11 12 -13 -14 26 35 36 22 19 -20 -21 23 -23 29 -25 -26 -27 32 -29 -30 34 42 -33 33 -35 -36 -37 -38 -39 -40 40 -42 -43 44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.089081794786505353 0.0030461618115842667 -0.016467778799561118 0.046798938200002457 0.066710583839001358 0.055105891694339354 0.04301736149370345 -0.21475952424292311 -0.074002827631681312 -0.058889938456129436 -0.024665833891897321 -0.049598588873983607 -0.075840951077344218 -0.014306572932048907 0.0052320652077344314 0.01734257458396737 0.027811116255234858 -0.079825294246566092 -0.032788683699036918 0.059116438151280586 0.023001650804517566 0.05744836631183943 -0.0065418015366068647 -0.061175009528287728 -0.015010001620328893 0.0036245214705633334 -0.078593724091519157 0.11971459869830842 0.075423790215831468 0.01948947699303108 -0.021620374860939054 0.016793825154632801 -0.04150900001418787 -0.11770872748899855 0.082827626683174518 0.0018237909165001417 0.057492760205719862 -0.0054113632398527858 0.031911858402889286 0.081281240169818983 -0.073389783234253589 0.038204095338275533 0.012466088730633103 0.040162605173964437 -0.012465127260662106 -0.029044041731528386 0.036313187781305253 0.0061029293421749481 -0.14605046958855139 -0.13116663788980287 -0.035612820534183624 -0.015114215541610505 0.00044429126763330102
leaf_weight=14.954294134229711 12.847071160898848 41.809743447432993 1.026504954839768 6.377878456838519 0.69997160482307919 34.906902951650409 0.1378575935959806 5.7152890028082757 8.4386984428347223 30.097965460099658 29.303602364627295 30.070244017553705 17.679190502480196 5.6590895370900389 1.4360964873194486 20.898009338525302 1.9733448928600399 5.7241009846911792 17.2013616446784 14.912954038998576 4.2774953722255331 4.705984541156794 2.7094598166950155 9.4485162863420538 53.37370759093028 6.5387585712505816 0.93175053893355553 8.868562541467325 10.760639214742698 25.923553452299533 3.3964720508229247 25.974555320253785 0.38225104034063306 8.0242513271587068 47.729080815166526 23.396602173872452 9.7400727636122593 20.604772380062059 0.60327349336875968 0.50348910666071134 25.308341893003675 9.8280741491180361 1.6061134620686059 6.1356490297330302 5.9297311872360288 15.121701617623332 0.67645776098652277 0.56111765925015766 0.30497312871739257 26.696039269715584 10.526743235026514 1.9471419366600446
leaf_count=1124 3245 10518 339 1626 222 6118 2 2062 3725 11932 7602 19508 7235 343 168 4554 457 844 3054 1519 712 640 1189 2631 13278 2273 42 1833 2812 9018 705 13148 21 404 14509 2588 3149 5230 176 18 1445 2499 197 2004 920 3117 142 54 31 9888 3826 589
internal_value=0 0.0211721 -0.0267823 0.00481401 -0.00953712 0.039722 0.027121 -0.0186059 -0.00424451 -0.0446137 -0.0500377 -0.0601503 -0.0363289 0.0538127 0.0663874 0.000266996 -0.0156167 0.0284286 0.0337967 0.00751233 0.0268872 0.0371295 -0.00948711 0.00964702 -0.00520252 -0.0460504 0.0414357 0.0502191 0.0371126 -0.00766585 0.00920706 -0.0381235 0.0472589 0.0734823 -0.00569937 0.0528338 0.0172524 0.0208335 -0.0192279 0.038973 0.0359788 0.0261615 0.0102432 0.0173725 -0.0142348 0.0266422 -0.0049338 -0.0639638 -0.00972296 -0.0332611 -0.0313656 -0.047784
internal_weight=0 388.213 286.193 206.306 145.502 181.907 59.5722 112.05 146.734 140.691 110.593 63.6101 46.9828 80.9011 40.092 125.822 106.335 101.005 80.3683 20.6371 63.167 39.6129 78.9387 23.5541 95.1835 33.5398 40.8092 26.0071 17.1385 76.9654 33.5651 27.0011 35.1501 8.4065 74.2559 25.1377 30.6381 33.4518 26.5268 26.7436 25.8118 14.1056 33.4272 25.8914 7.53584 19.7557 4.63405 1.23758 1.74107 27.396 20.9126 10.3858
internal_count=185285 77252 108033 53051 45996 24201 13412 37521 39639 62037 50105 35268 14837 6184 3911 31499 35459 18017 15654 2363 12600 6758 25349 5842 23796 15760 2273 6271 4438 24892 7141 13487 1930 425 23703 2787 7703 8475 9194 1505 1463 3211 7139 6022 1117 4018 901 196 199 10110 8140 4314
shrinkage=0.1


Tree=21
num_leaves=53
num_cat=0
split_feature=3 0 1 1 2 4 0 1 4 3 6 15 4 1 15 1 6 1 4 10 6 3 4 16 10 2 2 12 10 7 15 4 1 4 16 14 12 7 2 2 7 10 4 15 12 14 4 1 1 1 1 16
split_gain=32.602 10.8659 7.34371 4.64772 3.76032 2.32043 2.12492 1.71135 1.68287 1.60524 1.44501 1.41944 1.47478 1.09225 1.2495 1.07192 1.01057 1.0323 0.965344 0.924225 0.905095 0.959955 0.897914 0.839501 0.836884 0.835282 0.819784 0.801927 0.793671 0.769002 0.726059 1.06726 0.646421 1.03126 0.616703 0.616369 0.614644 0.608898 0.606463 0.588828 0.586383 0.745789 0.587275 0.569827 0.566036 0.563368 0.549035 0.540287 0.539126 0.52749 0.523019 0.519681
threshold=-0.014001585543155668 0.0056167792063206443 0.15551152825355533 0.53163135051727306 0.19334241002798083 0.092609576214623179 0.00015312573668779808 0.035539880394935615 0.65406355149437034 0.24607049557380381 -0.2432465040438288 -0.10501887308936339 0.24687486485275184 0.69866985082626354 -0.14359871223292192 8.6167788140301144e-06 -0.11026657774412175 0.96196717023849498 -0.15257298727690599 -0.00045255494912843072 0.39104448631668026 -0.254075625562109 0.10069016339144334 -0.032705656098067658 -0.10110361240001629 0.014419229235500099 0.0018430635682307186 1.3917357769612695 0.00022515661857379005 0.028133949256356386 0.037081451051797616 1.4478914075060272 0.53163135051727306 -0.48945244646766656 -0.020988617250161507 0.21756669474451565 0.33228263783147383 -0.0095029878660012352 0.010117102880030872 0.010117102880030872 0.0017655660906364119 0.0026356698395083558 1.2193625309771963 0.18919950586245612 3.6677780994660973 -0.50333918981332582 1.0903362127115208 0.0016974599566310646 0.74231892824172985 0.97131854295730602 0.010238897521048786 -0.043476060196313143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 9 -5 13 39 43 23 -7 29 32 14 37 -10 -4 22 20 30 21 -9 51 -2 -25 36 28 -12 46 -8 48 -32 33 -13 -27 -11 -23 -1 -26 -3 41 42 -19 -6 -24 -35 -14 -17 -15 -29 -40 -18
right_child=2 3 16 5 8 10 11 18 15 35 27 12 26 19 -16 47 17 40 -20 -21 -22 25 44 24 38 34 -28 49 -30 -31 31 -33 -34 45 -36 -37 -38 -39 50 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.070524617911484386 -0.030683707019953529 0.0070873683007630769 -0.014245068289212504 0.057206973268256647 -0.067463076567586142 -0.028316184019063891 0.017464714892599292 0.029367922051875463 -0.070582226468620085 -0.04400561550292794 0.013147847252168197 0.05772075137732105 0.037634157891692693 -0.049290661706541998 0.089557170844154391 -0.037067894551658133 -0.0041214701332723631 0.075297119137724952 -0.011211305766024483 0.066575348709641005 -0.037198993947117967 0.01769060494324385 -0.0062208115073815393 -0.12882946434026152 0.021692930425732275 -0.014113884062324285 -0.0091712240242468289 0.021867972974577075 0.05648242526612085 -0.034086560344226607 0.038159850781534749 -0.046132726139053587 0.070547098045176435 -0.10590607621668811 0.0066950255964212018 -0.095468721396170811 0.077685930616620283 -0.029975785381052208 -0.039312167605606539 -0.033808108633637063 0.081891385189449897 -0.069094614581282757 -0.0033040454709392045 -0.020354135696407049 -0.11060604176859726 0.02174855505126555 0.0099323986373504383 -0.0099944404458030354 0.051858879763153877 0.059737885056775547 -0.011033842185875161 0.037149512657685818
leaf_weight=1.019803067436442 40.406138781467234 4.2230028202175189 14.29600750911777 19.417853094051679 40.003973566927016 6.2844754725811063 15.203803579061061 18.484399825007131 7.5385766507824874 11.817708739383304 28.630994611899951 17.50426025057277 13.222773115383463 0.54142919299193337 14.563677156140328 24.886901094767381 4.2866263011037509 2.2978477180731711 42.460988974366046 13.283321111317489 4.426873621690901 8.5373409168223571 12.956491846569403 0.59724460876895946 5.054200956663407 21.758974872471299 5.9175449430404106 7.0223494918172928 9.1389981795800832 3.5558906604128415 3.6889826420665477 2.5080742422724143 12.802009524384628 0.34164355846587469 41.146867210882192 2.9096861786747459 2.1226099339473867 1.4230526026949544 7.3515315730001012 20.9917034076243 3.2228008579913876 0.68236836220603425 1.6101764003396963 2.7636771158213369 0.52373797327163707 9.3935069074213988 15.603898138549992 10.493389847040815 10.458064379039568 7.7792535124171991 58.500018280879885 10.539403143005986
leaf_count=55 16603 1424 3807 5056 26089 1045 2390 3339 1238 5482 6706 2244 1966 25 990 8158 1264 651 14374 604 931 1919 4453 65 1781 5296 1476 1883 979 502 263 121 2375 46 9570 811 590 117 3532 7798 749 113 308 1439 69 2384 1635 4742 665 1475 20550 3138
internal_value=0 0.0196669 -0.0260599 0.00616014 -0.034206 0.0279061 0.0406463 -0.00300044 -0.0503841 -0.0232538 0.0164459 0.0325469 0.0381047 0.058142 0.0784672 -0.0363686 0.00824717 0.0171522 0.0013504 0.0467626 0.00688003 0.00900658 0.00825677 -0.0191635 -0.0126475 0.00388472 0.0254256 0.0229316 0.0308198 0.00767041 0.031406 0.00401091 0.0519831 0.0432185 -0.000504659 -0.054275 0.0297452 0.0121838 -0.0116372 -0.0269587 0.0492881 0.0261729 0.0430424 -0.0644285 -0.0104153 0.0170857 0.0226544 -0.0290472 0.0468092 0.0418185 -0.0142004 0.0252262
internal_weight=0 383.458 262.739 233.288 212.323 69.1349 150.171 164.153 85.6865 126.637 49.7171 102.684 83.9246 47.4864 17.0065 42.9189 50.4155 36.1195 138.938 30.4799 96.4771 92.0502 28.3063 111.909 71.503 73.5658 43.8832 43.4326 37.9657 18.7597 17.1966 6.19706 40.0414 27.2394 62.9058 14.7274 10.66 2.44286 70.9058 25.2147 7.81319 4.59039 3.90802 42.7677 13.4802 9.73515 28.8267 35.3803 10.9995 14.8016 65.8515 14.826
internal_count=185285 80243 105042 61406 90490 16165 18837 45241 41666 48824 11109 15997 13105 2840 1162 14138 14552 10745 36019 1678 21645 20714 8924 42531 25928 17375 6056 10064 4580 2892 1074 384 7049 4674 14866 6293 2509 172 25863 9222 1821 1072 959 27528 4522 2430 3601 12900 690 3358 24082 4402
shrinkage=0.1


Tree=22
num_leaves=53
num_cat=0
split_feature=2 2 2 4 0 2 0 13 15 9 9 9 4 13 4 2 2 16 7 10 7 7 4 0 13 4 10 15 8 9 4 9 8 12 13 4 4 4 2 11 13 4 4 8 13 9 11 9 2 16 13 9
split_gain=30.3025 8.39911 5.00732 4.56371 3.83657 2.08584 1.83013 1.73938 1.42614 1.35558 1.27253 1.16284 1.24792 1.2665 1.09065 1.28879 1.06603 1.03207 0.975957 0.9725 0.916004 0.853513 0.820936 0.931673 0.856148 0.780813 0.937283 1.44208 0.778859 0.774855 0.767402 0.700574 0.685907 0.676958 0.681471 0.657271 0.647541 0.619875 0.69292 0.618361 0.60578 0.605638 0.605025 0.588869 0.560633 0.559288 0.555639 0.561255 0.545292 0.92122 0.823492 0.530969
threshold=0.03072356712073088 0.19334241002798083 0.0026331440312787895 1.194750959339365 0.0023403676459565763 8.622083441878205e-06 0.30053205788135534 0.10151280722278988 -0.14671885982162641 -0.023366440831325917 0.066731989790575763 0.083184814515591843 -1.0987488538489458 0.24255218834332945 0.63965676198111765 0.56781676411628734 0.9785786271095277 -0.10920963933297401 0.066462915469677836 0.0095810763574461343 0.0024942217026006773 -0.033157458161704199 0.63965676198111765 0.0034230425953865056 0.034533381394032663 -0.048446010049716673 0.074163006563042408 -0.14980960175974314 -0.0079990083165313898 -0.0054135377630379171 0.68618109377370107 0.0070147496313924269 -0.010244196677683571 2.2266697637820037 0.0077432071951812767 1.353957103492019 -0.084935945866733184 0.85530715547998171 3.049272709176876e-05 -0.1020415014100567 -0.29285726242957794 -0.90620554530060626 0.68618651704881328 -0.0051698419056338037 -0.31625833840246015 -0.056045380670894131 -0.0010806957252644806 0.0044766946664028069 0.00022322208678815517 -0.060249230270346753 0.04655788621020443 -0.0021194465606750429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 41 -5 7 10 43 18 20 12 29 22 15 39 35 44 -9 -18 21 -6 23 46 -25 26 -11 -28 -26 32 48 33 -4 -19 -35 42 -15 38 -32 -3 -23 -2 -16 -1 -7 -41 -14 -48 49 50 -10 -8
right_child=1 14 11 5 6 17 51 9 30 25 -12 -13 13 36 16 -17 19 31 -20 -21 -22 40 -24 24 28 -27 27 -29 -30 -31 37 -33 -34 34 -36 -37 -38 -39 -40 45 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=-0.020772810081688478 0.066331332250206654 0.079727256774179814 -0.082443059013679099 0.044042088532522727 0.0004444844434383353 -0.18775586574169231 -0.066190652913638945 -0.015411705131130354 0.080843173484923037 0.020346002721416422 0.046517534334295563 0.052951154305893311 0.055510219437635677 0.043917673655543367 -0.014024979579227917 -0.072374503104311275 -0.064498942986313451 -0.0041755308045812352 -0.099696262015915027 -0.021174872745485934 -0.0073664284296152812 -0.051790877564548567 -0.015183569767287337 -0.0056958760594043529 -0.0061109379339657297 -0.010254856789366891 -0.18049695881390723 0.040687574192344131 0.028606216235152089 -0.00059201222034380033 0.054730158747112692 0.040417627236328038 -0.01777659352201412 -0.031897651181963388 0.040636790605270132 -0.0025327518739525715 0.013326045498273879 0.076359636075782167 0.019893454746042059 -0.10246509737877343 -0.025098388010396135 0.015372801742663283 -0.055959160634484952 0.040010583553663361 -0.019430653406104767 -0.039476025711452201 -0.02427163472416757 0.042553561576952885 0.05289448675502148 0.088210727041449083 0.0048598705870500497 -0.027159641490083743
leaf_weight=3.8089997834103997 6.9668487666349392 0.40340771127376029 2.6410559958894737 18.438995533098932 11.455715045458417 0.18433007436397097 7.2992359535091964 6.0159049979411057 2.6340358227316782 36.320054802952654 3.106835819031402 5.9411190931423326 6.5229746317054378 15.448318549557372 7.0518861987802683 22.806393245715299 14.840207490487957 21.034693881156276 1.766294587170705 7.9917626657042993 49.071259327029111 9.9998002445281511 15.347020827721279 32.996097219558578 9.4309042146342126 13.853475575102491 0.57395472610369325 0.5770126309362229 20.472615847375891 12.054200678699997 9.299371043685829 7.1880481820262494 4.3163632965370224 1.5461081340326908 7.6196552229957888 11.983638520789098 12.559834918705745 3.8920873740353263 14.837163091360706 1.4733066137923767 57.123372920204936 3.5210721548064594 6.7305925645741809 2.7143318329035528 10.686667574700547 28.845181849590517 2.3528315377188829 2.6599966699432116 40.369687481572328 13.124606841760395 3.091924952896079 6.7339851175984204
leaf_count=709 662 148 383 1076 3975 7 2851 1545 286 10322 581 535 1204 4218 1755 17258 4819 2963 278 2248 15225 4087 4590 10759 2508 5033 16 94 6676 1955 479 650 733 187 991 3452 4000 1874 2110 376 21441 735 4943 573 1610 16023 473 522 9466 1979 543 3101
internal_value=0 -0.0209017 0.0233324 0.0354517 -0.00965683 0.0154501 -0.0126923 -0.010114 0.0496729 0.00412126 -0.0165485 0.00970525 0.00782057 0.0116578 -0.0445013 -0.0543546 -0.0336327 0.00451357 -0.0347232 -0.0493624 -0.0180897 -0.024783 0.00586361 0.0102057 0.00540975 0.010021 0.0175185 -0.0706678 0.01766 -0.0159427 0.0530444 0.0123992 -0.0424702 0.00571084 0.0283638 -0.0196701 0.0302163 0.0393627 0.0333455 -0.0409437 -0.0290875 0.0492776 -0.0345485 0.00455851 -0.0225836 -0.0425946 0.0363075 0.0112132 0.0595063 0.0736034 0.039954 -0.0475187
internal_weight=0 316.511 303.214 160.471 214.385 66.6985 203.897 189.864 93.7722 59.1067 130.757 142.743 136.802 117.791 102.126 53.5283 48.5981 48.2595 7.7822 22.832 127.65 78.5789 89.7824 74.4354 62.8996 51.3245 37.471 1.15097 29.9035 19.0116 87.2489 37.3885 6.95742 30.2005 9.16576 25.7661 28.0082 28.0286 24.1365 30.7219 67.1232 10.4879 13.7825 6.52333 10.871 30.3185 11.5358 5.01283 59.2203 18.8506 5.72596 14.0332
internal_count=185027 120968 64059 25503 69946 7484 68549 62597 18019 17288 45309 38556 38021 34950 51022 33805 17217 6408 1823 7067 44728 29503 26732 22142 19943 15465 10432 110 9184 3071 16737 4791 1116 4141 1178 10150 8218 4463 2589 16547 25528 1397 6698 1282 1617 16399 2199 995 12274 2808 829 5952
shrinkage=0.1


Tree=23
num_leaves=53
num_cat=0
split_feature=2 1 2 4 2 2 1 9 4 7 4 9 13 7 15 1 5 1 1 5 5 5 2 9 2 5 6 13 6 16 1 6 15 6 4 15 14 1 1 15 7 12 1 6 5 4 13 13 13 14 7 6
split_gain=25.8996 7.76325 4.25873 4.11576 1.77594 1.60719 1.55588 1.48529 1.25084 1.32791 1.2331 1.23178 1.43403 1.10732 1.07815 0.978956 0.973451 0.894881 0.873852 1.01814 1.16596 0.89671 0.807294 0.72934 1.00191 0.865952 0.703124 0.809 0.691166 0.708046 0.673836 1.00414 1.15685 0.813046 0.773459 0.673044 0.669823 0.635127 0.625508 0.625279 0.622173 0.620714 0.61715 0.615659 0.602024 0.595921 0.723708 0.595217 0.587287 0.577957 0.558268 0.547444
threshold=0.03072356712073088 0.01881686877459288 0.0024007813772186641 1.194750959339365 0.15286651998758319 8.622083441878205e-06 0.073359027504920973 0.083184814515591843 0.68141473596130198 0.039908487136434918 0.63965676198111765 -0.036339321827620542 0.081450406810187129 -0.075626219429854771 -0.036466881937173318 0.97536692023277294 0.41589046585906947 0.0043624592944979676 0.00042061852582264697 -0.047492555910424901 -0.035476443581294252 0.23185132263781916 4.6234461478888995e-05 -0.0014032100189251748 0.00025624934642110025 -0.45046427415745599 -0.23469468686179987 0.31916558542929979 -0.019592294719348109 -0.13016998738065669 0.079351149499416365 -0.34426286854728966 -0.22400240057035378 0.16469418592876153 -0.24127922442737262 -0.0028051214805778915 -0.19170049335289416 0.15551152825355533 0.0034456672146916394 0.20569405960938089 0.030597925627890963 -0.52457011709772294 0.48786605894565588 -0.2432465040438288 0.16573971460601336 1.4767826490232905 -0.011528557615803408 -0.21016037154174319 -0.013537528858471723 -0.16609472145550822 0.0012538699942353478 -0.25367111480839027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 3 16 7 47 38 11 9 26 13 40 35 -2 -11 28 23 39 -12 -20 -21 -22 -18 25 -25 -1 51 -28 29 -7 31 32 -14 34 -32 -13 -31 -6 -4 -15 -3 -27 -26 -19 -10 46 -17 -5 -9 -16 -47 -8
right_child=1 4 6 5 37 15 8 48 44 14 18 12 30 17 49 45 22 43 19 20 21 -23 -24 24 42 41 27 -29 -30 36 33 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 50 -48 -49 -50 -51 -52 -53
leaf_value=-0.024769944963468727 0.021169780098139454 -0.019948500873126468 -0.052372777012893459 -0.099416972074832244 -0.036113873422421054 -0.084691055123247205 0.027624667974816559 0.072731936005060324 0.011695679675111427 -0.0516971143425623 -0.044460984738642358 -0.02047285823423374 -0.18622462815816537 -0.078083738304025541 0.063650781838701848 -0.057900243466788487 0.048708379031486497 -0.004816817432984179 -0.062694848395870362 0.077974593008509896 -0.071478585960768684 -0.002568570191201212 0.0097178084846129657 0.081629785379842321 0.029999877295278917 0.016227210663077678 0.02539574683662776 0.055876464229707094 0.016721763975770038 0.022908507245966117 0.037559277423197798 0.0009269814568729157 -0.0096456308907798011 -0.01492952834912324 0.0015537497957446617 -0.0043196810930225225 -0.036749720935274281 -0.0088775589343282682 -0.0023558350962213544 -0.0014869845559371776 -0.076298552484505983 0.054829930787683528 0.061667727940058141 -0.052039314818743687 -0.029563201086622994 0.041598109628387975 0.0082000020018669264 0.041620910741851584 -0.016652703229083434 -0.0084821654094215364 0.0056704944028757986 -0.018539341179996425
leaf_weight=1.9000454519118672 1.7731934264447762 4.4845613942961782 2.6278116917492289 0.28801946016028779 28.834346120011105 1.933417194726643 4.7226892074395437 3.3383872258709744 6.6354079062220972 4.1206799856736325 26.16978869491868 46.352228718187689 0.61491143520106561 19.958563085932841 1.7397683915478408 1.9124404745816725 10.517077283002438 3.2479052559137953 3.7626767707697608 1.5168431093334245 2.2444722148684333 11.439602160695356 10.729745027987518 15.764358827720569 9.989426259344329 5.5438407898327595 48.176034621913459 10.637203368285553 4.4320152259606393 2.7342461924417858 17.410078457836789 23.81591108860448 0.90241677081940241 6.2122527707269901 9.0742831334937382 58.159754294584673 5.9522741249384126 12.194650171706597 45.638617217022329 1.1265363740603778 3.4864762477664044 16.967895455814869 16.259908404048474 18.537859894866415 7.5371551212738268 10.373313634772787 11.664217304773047 18.291941032308387 0.93382869542983726 3.0095668286085111 7.419528735917992 5.5903475024897471
leaf_count=230 816 1173 1276 12 16462 260 1333 407 2817 709 7605 15813 31 14094 213 188 527 1646 3205 415 1772 2998 1040 2435 2502 1554 12840 3318 788 455 4432 7128 284 1541 3732 18825 947 4957 13686 600 679 5332 3750 12194 1475 1331 1301 1064 159 675 1040 961
internal_value=0 -0.0195889 0.0220168 0.0335767 -0.00930727 0.0145027 0.00944697 -0.00491088 0.0170628 0.022028 -0.044298 -0.00637234 -0.00448766 -0.0560872 -0.0143746 0.00454956 0.0477126 -0.05929 -0.0326193 -0.0162516 -0.00469631 -0.0139485 0.0290423 0.0536752 0.0616751 0.0398725 0.0267015 0.0309237 -0.0164025 -0.030231 0.00811611 -0.00412488 -0.0825203 0.0175975 0.025232 -0.011486 -0.0179628 -0.028026 -0.00509704 -0.073996 -0.0447094 0.0453436 0.0496444 -0.0450088 -0.0102558 0.0146065 -0.00117393 0.0393426 0.0532059 0.0180789 0.0266369 0.00261177
internal_weight=0 305.592 293.109 152.674 215.814 65.0014 140.435 174.785 92.1689 77.9963 89.7774 170.513 162.542 44.6441 8.87002 46.4215 87.6723 42.8709 45.1334 18.9636 15.2009 13.6841 21.2468 66.4255 42.0137 24.4118 69.1263 58.8132 15.052 10.6199 58.0299 25.3332 1.51733 32.6966 26.4844 104.512 8.68652 41.029 48.2664 21.0851 7.97104 22.5117 26.2493 21.7858 14.1726 31.3695 13.5767 18.58 4.27222 4.74934 17.7928 10.313
internal_count=185027 120968 64059 24756 75623 7386 39303 54204 24341 20049 45345 53638 51786 29350 1597 6310 17370 28534 15995 8390 5185 4770 1567 15803 8687 7116 18452 16158 2450 1662 17148 7443 315 9705 8164 34638 1402 21419 14962 14694 1852 6886 6252 13840 4292 3860 1489 1076 566 888 2371 2294
shrinkage=0.1


Tree=24
num_leaves=53
num_cat=0
split_feature=1 3 2 2 0 8 3 13 3 6 0 0 15 11 7 3 5 7 5 2 11 1 16 13 3 13 5 5 16 3 2 15 16 3 1 8 6 6 6 8 2 5 2 5 15 11 1 3 2 6 5 1
split_gain=22.9319 7.76361 3.59032 3.36208 2.46991 2.35233 1.21875 1.07356 1.14904 1.05446 1.03282 0.969073 0.936866 0.730095 0.717324 1.0783 1.02385 0.70056 0.692914 0.687743 0.699133 0.667738 0.656374 0.768126 0.566034 0.560926 0.549944 0.537247 0.52104 0.504956 0.503989 0.478748 0.471284 0.462727 0.545627 0.45774 0.452992 0.995789 0.514634 0.470557 0.462655 0.713054 0.449836 0.440231 0.434848 0.428848 0.42711 0.412935 0.410308 0.446816 0.415502 0.407549
threshold=0.11111555248498918 -0.070225735194981084 0.015570878982543947 0.10763109475374223 0.02017253823578358 -0.0044355566831383647 0.18406452354975048 -0.14732983175904699 0.2198654152452946 0.18926810033748506 0.0010894675506278875 4.9263120672549128e-05 0.17469135300461949 -0.015763379218366392 0.015264850672637645 -0.39564169943332667 -0.52624113375106851 0.075882613440221278 -0.20697566153347921 0.013864347711205484 -0.00026136999718919966 0.10455363988876344 0.0077498320777681113 0.23721202371844777 0.4708934495283757 0.47368097693605632 -0.050455608463558399 -0.18769196144579839 -0.10475186761423537 -0.57911677658557881 0.10357728227972986 0.049977400390677752 0.11054918065938668 0.92600737211250828 0.00013388376828515905 0.018836015312706695 -0.015954335966403398 -0.026611880724090622 -0.16332344455825157 0.0012296525218856659 0.54291126132011425 -0.24444293131483133 0.096234507858753218 0.24202190153897304 -0.20975493152259231 -0.039579461844878969 0.69866985082626354 -0.090520000318065272 3.6280936228649811e-06 -0.20176683796734193 -0.26986021896527917 0.00059844375937245797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 10 11 13 18 17 24 21 46 33 -4 -7 28 -17 19 -3 51 32 -1 23 47 36 44 -22 -24 -16 -29 -6 -23 -21 34 -11 -28 37 38 39 -5 -38 -42 -37 -36 -13 -14 -2 -15 -46 50 -50 -9
right_child=2 3 6 9 30 14 -8 8 -10 12 -12 25 45 22 15 16 -18 -19 -20 20 26 31 27 -25 -26 -27 35 29 -30 -31 -32 -33 -34 -35 43 42 40 -39 -40 -41 41 -43 -44 -45 48 -47 -48 -49 49 -51 -52 -53
leaf_value=0.0618557426459794 0.089792792737418983 0.0016395929831413811 0.036854345506523577 -0.053743828277017694 -0.0029911236096773317 0.043357249410843478 -0.043713376135317415 -0.091622017636228473 -0.052366865500789242 -0.052156006616743147 0.018304320439416929 -0.022659198922058074 0.11781400592859557 0.0033645488409956739 -0.022629380282496062 -0.15961172651343616 0.0023595335546838371 -0.051217113821208318 -0.04177547784089005 -0.025822968474865201 -0.021821538724143424 -0.11062927530632781 -0.0026913613631957978 0.027539219599822487 -0.066070909801260791 0.040597449698554798 -0.000190824185025042 0.076941717526460077 0.072531337498985798 0.018280108957843429 -0.034717148941366481 0.075474920270588469 0.009987933879162629 -0.097657099622378951 -0.034982293731406232 0.028135974120525167 -0.044053562859764389 0.01196785900194678 -0.057648383539580544 -0.021646477630546231 -0.013804801189095085 -0.091631759126559381 0.16206709016941978 -0.0027535111439136706 0.045212798185130285 0.013391025347424715 0.036843550019961598 -0.018456805333334637 0.074584817004758469 0.016524560740602452 -0.0047986649604318905 0.013175961788731745
leaf_weight=9.857458467886314 2.1047516694525248 4.3730151791096459 7.9259510060437597 6.8796567572935592 21.982802095377341 82.344076180636876 4.8021997246469246 0.36267209962534508 6.788354815067577 6.4679122179513895 25.205345044356363 3.4619356682942444 0.49127051085815798 14.733628383328318 0.68016154473298218 0.39640674798283715 6.7994969479186675 3.9191873104573451 23.009907956371535 33.368973431905033 11.272209804083102 0.3842213454772726 13.517957654126802 6.6310996939355382 13.930149744774097 7.4598702002986093 26.765138557932008 1.5330117699049868 3.4780109305138467 28.156693203130093 6.4679873132827188 0.19571274408372119 4.1202060087271084 0.96436548371275321 8.0390003596367041 2.9141215566778551 12.579201123036002 3.7250133358465964 13.467570407408859 13.662645263990269 1.4840335970584417 5.8085699986568207 0.25849864805786626 8.9497582270123512 3.8566557759186244 1.757167844012655 5.5951804454234662 21.04439737898247 0.6677849062980411 51.170947520385198 17.34573813174211 15.671768292395425
leaf_count=1195 117 2006 1593 3236 5767 14825 2137 154 3131 1493 5752 632 197 4302 90 63 1442 750 9179 12080 4806 38 4071 2177 8415 1920 8476 366 455 8865 2772 28 1214 188 4357 866 8218 1506 11049 5632 859 5991 33 2781 266 730 343 7780 268 12380 2727 5365
internal_value=0 -0.0190426 0.0207724 -0.0275849 0.0117483 0.0289659 0.00532688 -0.0172084 -0.012623 -0.0416136 0.0292808 0.017571 -0.0246174 0.0078522 0.0401078 0.0165109 -0.00693067 -0.00987936 -0.0348456 -0.00816 -0.0120057 0.0557127 0.00516031 -0.00367707 -0.0479423 0.0144504 -0.0030135 0.0138323 0.0569359 0.0213528 -0.0102207 -0.0474509 -0.0218844 -0.0303079 -0.0274679 0.00407679 -0.0435397 -0.0370683 -0.0424425 -0.0324327 -0.0557847 -0.0758654 0.0398821 -0.0180244 0.0118921 0.0369445 0.0514888 -0.00947339 0.0135348 0.0117578 -0.00178591 0.0107078
internal_weight=0 295.124 283.706 231.03 64.0935 185.361 98.3449 132.824 105.441 98.2063 35.6427 91.6629 26.6695 93.5427 93.6982 11.3541 7.1959 98.6528 27.3829 94.7336 78.6991 10.4374 85.6168 42.4091 71.5368 83.9629 41.21 43.2077 4.15817 29.6897 28.4508 0.579934 37.4892 24.421 23.4567 29.9378 57.6067 37.7349 34.0099 20.5423 19.8718 7.2926 3.17262 16.9888 76.5031 2.24844 7.69993 35.778 73.0411 69.1845 18.0135 16.0344
internal_count=185083 118264 66819 102712 15552 35528 31291 48060 36875 54652 7013 18653 9746 29154 16875 2050 1505 33744 11185 32994 27475 1261 27561 14259 44906 18193 14181 13302 545 9231 8539 66 13294 8819 8631 9375 36491 21423 19917 8868 15068 6850 899 7138 16273 927 460 12082 15641 15375 2995 5519
shrinkage=0.1


Tree=25
num_leaves=53
num_cat=0
split_feature=1 3 0 0 2 1 6 5 13 0 8 3 13 3 5 6 15 6 1 8 13 15 6 3 8 5 8 2 14 5 5 16 5 5 13 15 6 16 6 5 0 6 8 14 6 1 16 3 13 2 8 8
split_gain=19.9509 7.47531 2.89718 2.67801 2.39258 1.73103 1.32047 1.51867 1.18062 1.05231 0.987515 0.892993 0.78633 0.771564 0.756062 0.715496 0.658236 0.790457 0.736989 0.657408 0.632541 0.625234 0.609496 0.596788 0.587878 0.573652 0.564008 0.559157 0.611405 0.592263 0.877249 0.549832 0.541427 0.538702 0.523591 0.519397 0.503202 0.48141 0.455686 0.453407 0.932327 0.449015 0.448069 0.450014 0.431195 0.518202 0.427504 0.876288 0.427477 0.422298 0.412337 0.407488
threshold=0.12659992277622226 -0.036394452676177018 0.00040114120929501956 0.0012698932550847533 0.18172857910394671 0.37604363262653356 -0.20176683796734193 -0.40396627208909497 -0.042740456185921989 0.02017253823578358 -0.0044355566831383647 0.39817529171705252 -0.19370817061051876 0.1492182784713805 -0.24175914361845993 0.18538601528178039 0.081129051317582732 0.27208818693517051 0.10887226834893228 -0.02008473603620722 0.24255218834332945 0.13622306552508254 0.18926810033748506 -0.57911677658557881 -0.00052882348197879952 -0.018464155812769261 -0.079131274432874418 8.622083441878205e-06 -0.39986382885642713 0.23185132263781916 -0.059283262341343776 0.067743161343581673 0.64637316932832023 0.2935764297435946 0.068665977675734943 -0.054445330204087337 -0.36263824259910815 -0.0031388942506208237 -0.26132744562980031 0.29415804721425637 4.9263120672549128e-05 -0.057756949848122366 0.00086614921681950113 -0.42537865495966032 -0.42646098113416736 0.0083470293320715445 -0.082541143990721308 -0.81086901237631526 0.32767248780337105 0.38267086446285253 0.00017029061069082901 -0.0012495984098474732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 33 16 11 13 14 8 -8 25 20 12 22 23 -7 51 17 -1 19 -19 26 -17 -3 -4 44 -5 -9 -16 -29 30 38 -10 49 35 -35 42 -18 -11 -30 40 -36 -22 50 -44 -14 -46 47 -41 -12 -25 -2 -6
right_child=2 4 5 9 15 6 7 10 31 37 48 -13 24 -15 27 21 36 18 -20 -21 41 -23 -24 32 -26 -27 -28 28 29 -31 -32 -33 -34 34 39 -37 -38 -39 -40 46 -42 -43 43 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.044900354901198786 0.017865474715470561 -0.04340806971130106 0.041086995943322269 -0.0033098188135117614 -0.065002943986606859 0.063704404593428285 0.041271611800382309 0.14072950219140976 -0.021816567210011725 -0.022245148476479373 0.038000528210390266 -0.055839263013557461 0.065922778613539124 -0.042726584357128353 0.028398280884278138 -0.033070906621440459 -0.10963322751111243 -0.10718590082356086 -0.17649958209235589 0.055110892106513515 0.074278106539774166 0.020278673336803863 0.00096235843149237673 0.0056202460949313507 -0.007054307275070686 0.022473155044272136 0.011847320465999801 0.033510123746580606 0.048817103654929812 -0.028921322458378702 0.070684582500333729 -0.098134359268499005 -0.087322416678739745 0.04391454758294238 -0.08987380918637583 0.056351013325188715 0.082641672382764028 -0.0016331142872797761 -0.020176631055825938 -0.10685483740846227 0.027045226528516493 0.029749977596046546 -0.031705949831008551 0.077507179153811501 -0.058890704991185011 -0.020150760568272495 0.044955650519459094 0.039767483942204571 0.067440393751242264 -0.038643757813047491 -0.099418669233262091 -0.043799325964166275
leaf_weight=6.6648137519805442 5.3191850395487545 17.276368338418255 4.4233805831390773 14.260163443977943 11.874562721024629 1.9706997313041963 2.8494657128176186 0.32577379286521946 4.9407620867787028 19.864558329256397 42.640207191893751 6.4979944704791697 0.53346879001037351 3.4484132052057239 5.5459715833421823 18.356551507184125 0.12551212025573466 0.35926413338165719 0.28393920138478268 0.72140875103650604 2.773836764783483 2.4831348384868752 3.7700138567961394 63.559585708559098 54.09371749953425 21.821333755484375 32.05571048492493 3.2044726912572576 1.1177972171572106 11.015055229305288 1.6694348621822328 1.1545463895090504 0.63636131420207576 9.2645006131642749 1.188735114410518 25.863090447870491 4.7634146875498109 26.353378117901229 6.098614703703789 0.63506942021194834 1.5554578155279157 12.349654147927136 0.43862127797910977 2.3540415779716568 3.7278133917516234 45.240394657350407 3.7003052881045733 1.0693862116895614 5.6040532837432684 2.2135530437481057 0.30018734047189344 39.781584035726155
leaf_count=1058 563 8412 934 4341 8935 797 381 51 814 6402 12683 3177 126 1696 462 6995 10 38 30 61 1227 1003 1264 19557 21288 4570 9037 472 426 1875 508 181 114 408 42 2607 494 8373 1092 28 71 3077 40 203 1862 17429 184 59 1721 1142 23 26740
internal_value=0 -0.0169879 0.0208413 0.00614016 -0.027802 0.0156097 0.0223423 0.0276841 -0.0117015 -0.00050798 0.0313649 -0.0197383 -0.0178486 0.00334285 0.00407384 -0.0423803 0.0484368 0.0307139 -0.0382631 0.000303356 0.0211178 -0.0267023 -0.0354659 0.00559574 -0.0142641 0.0122865 0.0132197 -6.42561e-05 -0.00691252 -0.0134453 0.00575834 -0.0365132 0.00322149 0.0420429 0.0276731 0.0493256 0.07733 -0.0104973 -0.009397 0.00915354 -0.0238519 0.0379938 0.027653 0.0602628 -0.0221373 -0.02312 0.0259346 -0.0153967 0.0414436 0.00412063 0.0113094 -0.048694
internal_weight=0 298.853 261.286 95.2178 203.636 209.597 135.316 104.694 8.94477 82.2994 95.7492 131.14 124.642 74.2813 30.622 72.4958 12.9184 8.02943 1.36461 1.08067 47.505 20.8397 21.0464 70.8329 103.595 36.0815 32.3815 28.6513 23.1054 19.9009 8.88585 6.09531 66.4095 51.6886 17.4135 34.2751 4.88893 46.2179 7.21641 8.14895 2.74419 15.1235 8.41204 2.79266 49.5017 48.9682 5.40476 1.70446 48.2443 65.7731 5.61937 51.6561
internal_count=185083 122608 62475 25377 97231 58247 34804 29172 1376 23686 27796 53558 50381 23443 5632 43673 1691 1187 129 99 13392 7998 9676 21747 40705 8911 9088 4835 4373 3901 2026 995 20813 4228 792 3436 504 14775 1518 384 113 4304 829 243 19417 19291 271 87 14404 20699 586 35675
shrinkage=0.1


Tree=26
num_leaves=53
num_cat=0
split_feature=3 2 3 1 1 3 9 11 9 16 2 5 3 3 6 1 14 6 13 11 10 14 16 16 10 13 6 14 5 11 9 13 5 13 5 1 5 10 6 14 5 10 10 5 2 9 14 14 13 13 16 10
split_gain=17.7392 5.94251 3.07349 2.73058 1.36714 1.36293 1.0091 1.29123 0.917461 0.912561 0.910758 0.887137 0.842921 0.808384 0.982822 0.705132 0.682878 0.671511 0.814907 0.662397 0.649576 0.602658 0.600731 1.00193 0.839825 0.598392 0.578783 0.550846 0.517409 0.507474 0.874146 0.530351 0.527129 0.465332 0.516598 0.466372 0.464619 0.517115 0.901193 0.456647 0.550766 0.471114 0.444874 0.43352 0.423593 0.403136 0.395763 0.39432 0.389003 0.386069 0.376781 0.475477
threshold=-0.053051725029945367 0.12241591513156892 -0.254075625562109 0.22597523778676989 0.30741679668426519 0.23753416072577241 0.014961847742437214 0.0085369019508083777 0.0021207100688435559 -0.067911956915294711 0.1171228773891926 -0.36454238161679686 0.45236356509849435 -0.7715106033720075 0.29925930622259839 0.0037407709751278166 -0.30092198150513444 -0.22671618729579932 0.04655788621020443 -0.1020415014100567 -0.003876718958141144 0.16981283350589324 -0.032705656098067658 -0.091173586496660172 0.0517423078867578 -0.3965330072342938 0.31143961492703637 -0.2897416906062395 0.012268348941250748 0.0036354989941072206 -0.04401209473161536 0.10849324416326779 -0.47950143287436031 0.0057627609199533978 -0.52624113375106851 0.80097767710685741 -0.047492555910424901 -0.045808053277847309 -0.29656698541674226 0.23075013476206876 -0.4287154693456019 0.0063279763720347302 -0.00045255494912843072 0.24202190153897304 0.99445158243179332 0.016002347733366996 -0.0036093812040922939 -0.32548755463298412 -0.21947444615636202 -0.42237863456786845 0.11765037727336825 0.060931450939137322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 5 10 15 7 20 -6 25 16 45 19 -8 48 -2 -4 -13 -19 -3 -1 -7 23 -18 27 49 -16 -25 -24 31 -31 32 -17 -22 -35 -36 -32 38 -38 40 -21 -41 -30 -43 -42 -11 -37 -28 -15 -5 -33 -52
right_child=1 12 4 9 8 21 13 -9 -10 11 -12 17 -14 14 26 29 22 18 -20 39 33 -23 28 24 -26 -27 47 -29 42 30 36 50 -34 34 35 46 37 -39 -40 41 44 43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.01865327406826808 -0.046556556655486303 0.092384622173597483 0.041868410709562362 -0.037655910403994131 0.010388902520655099 -0.036777016062970069 0.079093668232023823 -0.021869904050963503 0.038539144431619293 -0.043821550960496905 -0.02992582849206718 -0.0057654521698734997 -0.055747587480821627 0.067824982920330873 -0.19171741363513928 0.050135334638874519 0.010264697439002853 0.010926634328774212 0.046947151585639744 0.010431389792990351 0.019721671828044091 -0.097727143806572006 -0.0044398555930268632 -0.20673816184931929 -0.14874704044054995 -0.004393390932328262 0.04306480896516833 -0.024714727293939476 0.0037583479774747353 -0.059579754469678885 -0.012451635190455338 -0.0072013390435319222 -0.019398130088743068 -0.075501036478607744 0.028182986522580292 0.054916093122142552 0.20812247706485057 0.010546694647818194 0.013285697366101801 -0.06815336073800235 -0.029017221553864516 -0.058266459281465059 0.031707381504089048 -0.01504457299979544 -0.062402256130106221 0.087620176210429057 0.017388340332753664 -0.029294453999721106 0.036407915226012035 -0.26372209863707485 0.029875881248931285 -0.11132306576519731
leaf_weight=42.70622439343424 5.3578208102462659 0.40712395464652118 4.3256274163577464 0.17195289576920914 31.369391008012826 7.4888561868683592 6.0823816237534656 5.4753117818108867 18.350935858678895 2.5186035493825325 9.255595494512816 5.2089705145262952 19.151105809873116 5.9770618168549907 0.15257541456958224 1.0925774141214777 9.151037346848172 10.060222261416135 16.759109612326029 3.3267292572927536 14.72953802908887 2.0713076890606317 19.48076951065741 0.15206366640631941 0.59653670011903237 14.266152377967952 1.1807548317010517 9.4435075057681352 11.382463320869649 2.1818973693880244 9.5629795568384015 24.449781403551246 64.75839805331816 0.36534559086430718 16.103964602103588 21.77990643026715 0.3528233696706593 19.439755553065879 0.66840317448077502 6.7540568662443574 55.132994736170986 4.0405118931676025 11.391239786256845 5.4603381388842536 4.0821156805614001 0.24063345679314796 3.2497614252397389 2.0095485858619213 11.82937199880689 0.12766765209380615 4.760469028595252 0.23393246821069613
leaf_count=8092 3069 166 788 59 8295 4248 744 1012 3887 565 4233 1098 10858 627 12 386 2346 3328 5693 1472 2673 725 6416 14 21 4114 99 2695 2682 533 3981 8447 25719 60 4209 3114 19 6696 150 3394 35163 2717 2701 1502 2162 45 657 332 1769 4 1437 37
internal_value=0 -0.0169289 0.0191657 -0.00667828 0.00792687 -0.0137023 0.0298263 0.0253471 0.0207886 0.0135887 -0.000582274 0.0223843 -0.0369108 0.0469729 0.0376772 -0.0110743 0.00354443 0.0270737 0.0334515 -0.0323448 0.0279636 -0.0501378 0.000841987 -0.0137464 -0.0352854 -0.00741946 -0.0120227 -0.0279724 0.00752317 -0.009577 0.00127479 -0.013244 -0.0182314 0.0350269 0.0404486 0.0415103 0.00572951 0.0142303 0.0829848 -0.0330097 -0.0291125 -0.0479567 0.0177519 -0.0334997 -0.0313365 -0.0318759 0.0500593 -0.00242444 0.0470102 -0.143267 -0.00208575 0.0228947
internal_weight=0 290.127 256.541 191.772 124.899 142.419 131.642 104.41 49.7203 49.3533 75.1788 34.7875 98.355 27.2317 21.1493 132.859 65.9232 32.0283 26.8193 79.2039 98.9347 9.56016 61.5976 19.3431 10.1921 14.5658 3.34288 9.59557 42.2545 127.501 32.2059 95.2952 65.851 56.2285 41.499 41.1336 30.024 20.461 1.02123 78.7967 62.5418 16.2549 22.7737 9.50085 59.2151 2.75924 25.0297 3.1903 17.8064 0.299621 29.4442 4.9944
internal_count=185265 127787 57478 70353 34078 55447 23400 19817 12182 14906 21896 10729 57434 3583 2839 50474 17663 10119 9021 46576 18805 4973 16875 5076 2730 4177 443 2709 11799 47405 11379 36026 26105 10713 8040 7980 10846 6865 169 46410 38797 7613 5383 4219 37325 610 3771 431 2396 63 9921 1474
shrinkage=0.1


Tree=27
num_leaves=53
num_cat=0
split_feature=3 1 0 1 1 4 5 0 4 3 4 5 11 11 0 1 4 1 10 15 1 1 1 5 11 14 11 14 11 3 13 15 10 6 14 15 12 15 1 4 6 6 4 13 14 11 13 15 3 11 1 11
split_gain=15.4138 5.07135 4.11355 2.69207 1.35195 2.33073 1.56641 1.4427 1.19001 1.12311 0.952297 1.12879 1.03981 0.939304 0.921909 0.87191 0.864921 1.11801 0.831298 0.826006 0.687051 0.653789 0.634115 0.595582 0.593968 0.566227 0.552459 0.729918 0.695187 0.539261 0.53218 0.711383 1.20859 0.527054 0.522704 0.501341 0.488533 0.483789 0.482702 0.477579 0.469421 0.46432 0.459359 0.446978 0.442436 0.430046 0.425543 0.42508 0.412206 0.409509 0.434479 0.397309
threshold=-0.053051725029945367 0.010238897521048786 0.00077282692654989671 0.23395855724811557 0.30741679668426519 0.63965676198111765 -0.4287154693456019 0.038211243227124221 -1.250717341648522 0.1492182784713805 1.2665686741284246 -0.032777236367834979 -0.05188618013128684 -0.0084514085823461649 4.9263120672549128e-05 0.72065144777297985 0.67544497124016856 0.74231892824172985 0.0060352851608277995 0.11588181669614818 0.9961184859275819 0.0018629434634931388 0.89407354593276989 -0.38299169624886131 0.040261479606516028 -0.23830518692333358 -0.0049135511256373872 -0.35837793027766646 0.076704857000224114 -0.92490219045430411 -0.052960579342955769 0.20569405960938089 -0.045808053277847309 0.24002450572314671 0.22404174276432184 -0.054445330204087337 -0.17564749943531013 -0.017443401188212217 0.13291583955287936 0.29607342938553471 0.26066202452910742 0.28800490996465417 -0.1803963313687704 0.10388181700578063 -0.078012695040854577 -0.04468851035327099 -0.40835617049406475 -0.0084574966624221346 0.53478717105463158 -0.00063701261212102602 0.99088570475578319 0.0017355703446224088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 14 9 7 6 45 8 38 30 12 -12 -2 -10 15 24 17 48 -13 26 25 39 42 41 -1 -7 -16 -28 -29 47 31 -3 -33 -15 -11 -35 -24 -31 -4 -14 -32 43 -8 -19 -39 -6 -18 -22 -5 50 -47 -40
right_child=1 3 4 16 5 20 22 -9 13 34 11 18 21 33 19 -17 46 23 -20 -21 29 -23 36 -25 -26 -27 27 28 -30 37 40 32 -34 35 -36 -37 -38 44 51 -41 -42 -43 -44 -45 -46 49 -48 -49 -50 -51 -52 -53
leaf_value=0.089075261654918608 0.061391589778073512 -0.023550077861283575 0.044277137949401413 0.0084817505718642727 -0.15379467856852821 0.017042861781204604 0.047677572373786045 -0.013939335984134486 0.034947688175382165 -0.028919726729405151 0.021351511386438798 -0.055882843092926071 -0.080202482202425901 0.0034848831572688653 0.035144258115087368 0.041261008279851352 -0.14971180210547227 0.049787369634270578 -0.014432194655956732 0.060997352776269234 -0.17057584673746423 -0.038045916591629356 0.038502216387576088 0.051159209514774498 -0.032654431513186338 -0.011552997856201425 0.074436139349930611 0.0053205672810828298 -0.14165744724173768 0.069172659319582691 -0.004503876446367701 0.1543061808812404 -0.001299423861782525 -0.052120210642913493 -0.072515481786089839 -0.001702920531046463 0.075075409187241593 -0.0042509530449850045 0.039686212794546954 -0.050058539687273321 -0.031126702806975312 0.10151310755499815 0.020032219260667179 -0.10056769119872 0.062632710050902124 0.028557481905416238 -0.0031961634945420754 0.036499110686919307 -0.092071519299142979 -0.039624414417113965 -0.10215754758445779 -0.04059314734642485
leaf_weight=7.7097825676319207 0.82013538036699074 44.691879258365589 12.451361482613718 18.966789616340979 0.19495191005989898 9.7102173282764834 11.133173218358023 33.846770025556907 8.2642628978501289 20.807033683347985 4.4371273046272135 9.3674780894689338 9.5071751306741152 34.311878813325166 21.264097903294896 13.515052254464534 0.182556621242841 0.26964319271792081 10.021284681108225 7.7978898325309265 0.21670731411722954 19.514959964335503 6.6129888900068172 11.639399052261977 0.41422259458340693 24.013237238978036 1.5213059779634921 12.052892653868181 0.31302930787205774 2.7113570251967758 81.814632044275641 0.54635805466386944 4.3411796918408063 3.6652789786021458 3.1659200308768041 4.2490411851467789 8.3436167783256661 3.2526542851119302 1.1103150640847155 12.103347876280166 7.1899272483715313 0.21738606374128722 13.137392265867676 0.64217475973418914 1.4023114393712592 2.6648708128777803 20.850474659338943 0.16276040494267352 0.39910668615630029 2.3482587264443273 0.26364692248171184 1.3422364574507808
leaf_count=507 302 21632 1819 7081 17 1703 3571 11160 2104 13468 1616 2823 7730 11433 2537 843 35 67 3105 792 15 14876 1819 4091 36 5579 160 1646 40 403 31776 71 1845 737 1407 933 2590 519 151 7541 2325 48 5119 113 253 363 5670 27 165 416 27 159
internal_value=0 -0.0157719 0.0183462 -0.00835907 0.0107732 0.019936 0.0357724 0.00281541 0.0114887 -0.0147474 -0.0400766 -0.0240834 -0.0491471 0.00415474 0.0400765 0.056915 0.0111715 0.021486 -0.0344912 0.031573 0.0028582 -0.0513768 0.0427618 0.0444358 0.0828114 -0.00331461 0.0250183 0.00948853 0.001404 0.0296799 -0.0112875 -0.019589 0.0165862 -0.00188391 -0.034726 -0.025116 0.058969 0.0357263 0.0363001 -0.0633743 -0.00666024 -0.0245876 0.0327388 -0.0560038 0.0160578 -0.0143115 -0.00459192 -0.0840762 0.00632778 -0.00866431 0.0162497 -0.0042254
internal_weight=0 281.496 249.998 215.724 185.409 86.1681 44.6989 99.2411 65.3944 162.557 65.7715 23.8259 41.9456 50.4905 64.5883 21.6391 53.1675 32.1345 19.3888 42.9492 41.4692 41.1255 39.2272 12.7686 8.12401 33.7235 35.1513 13.8872 12.3659 7.74579 138.584 49.5794 4.88754 42.2262 23.973 7.91432 14.9566 7.36632 14.9039 21.6105 89.0046 1.1292 24.2706 0.911818 4.65497 5.47173 21.033 0.379468 19.3659 5.27678 2.92852 2.45255
internal_count=185265 127787 57478 89794 50917 22421 13922 28496 17336 72524 37993 7544 30449 15207 6561 1386 17270 11565 5928 5175 8499 30147 13099 4319 543 7282 4383 1846 1686 1217 57649 23548 1916 13103 14875 1670 4409 1175 2129 15271 34101 228 8690 180 772 823 5705 42 7246 806 390 310
shrinkage=0.1


Tree=28
num_leaves=53
num_cat=0
split_feature=3 0 1 1 4 4 4 3 11 7 13 1 4 4 15 13 11 6 11 0 4 6 15 3 6 4 6 1 10 15 4 15 1 7 1 4 7 16 12 6 7 15 1 12 6 7 6 11 1 0 11 4
split_gain=13.1059 5.44767 3.21689 2.18072 1.69501 1.63289 1.31309 1.23793 1.05588 1.05214 0.907281 1.0322 0.898782 0.896422 0.884608 0.825928 0.75551 0.719817 0.717684 0.714516 0.655402 0.782859 0.655184 0.648558 0.642402 0.639295 0.631454 0.628149 0.629555 0.61461 0.693349 0.600946 0.600166 0.593028 0.59141 0.876562 0.585885 0.700299 0.584613 0.580944 0.578737 0.574845 0.56556 0.554275 0.553244 0.522978 0.522744 0.623768 0.514915 0.508097 0.499173 0.485201
threshold=0.013902866747230293 0.00063395238248631369 0.23395855724811557 0.0083470293320715445 0.68618109377370107 -0.88880341727939183 -1.250717341648522 -0.57911677658557881 0.040261479606516028 0.00019417896839282758 -0.1652270334963642 0.99683645367622387 0.350790289905969 -1.2897799760328537 0.17469135300461949 -0.17900747948082388 0.0066169997806162012 -0.31570734035750619 0.00084057264599386239 0.0040153872687369594 -0.20890122364160388 -0.24580263177593256 0.16216601705486697 0.55746148165781062 -0.022921470926263999 -0.12390816318556695 0.27208818693517051 0.98734652996063244 -0.022122750020925439 -0.19202180858683471 0.19337102929134795 -0.059765809504627176 0.095591232180595412 -0.0024103053645892275 0.99217537045478832 1.4479227550631293 -0.039342959700362008 -0.035548026643663633 -0.30476169562788497 0.22402530681430582 0.009111305462227751 -0.31988430222068592 0.041649354621768005 1.0864632841872253 0.23292480084087833 0.075882613440221278 0.24002450572314671 -0.001699344970709717 8.6167788140301144e-06 0.03940966539084912 0.032736265321406416 0.66953435837969566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 12 6 7 13 26 15 42 38 24 22 -4 36 39 20 -16 34 -19 -8 -22 -2 32 -12 -11 -3 28 31 -26 45 -23 51 -29 35 44 -9 41 -1 50 -13 -38 -7 -36 -6 -31 47 -39 -14 -44 -5 -17
right_child=3 2 4 8 18 9 16 14 -10 25 11 40 48 -15 17 23 -18 19 -20 -21 21 27 -24 -25 29 -27 -28 33 -30 30 -32 -33 -34 -35 43 -37 37 46 -40 -41 -42 -43 49 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.07565011149392975 -0.067693276289802248 0.07523518423087866 -0.026875270257397083 -0.043484622091212295 0.028946163980533832 -0.037430504738774253 0.045748397503968793 0.025957773253952605 -0.07534056209935143 0.0054773443520152731 0.036880905758853749 0.071062274516433807 -0.060422792387681723 -0.22009815257887291 0.10919672182352565 -0.019046733626760307 -0.0073531510783521204 0.091425917679143875 -0.040019976107870323 0.010611299841436692 -0.0091202158464190365 -0.078051679957949482 -0.0076326117637757068 -0.049712798368278792 -0.05939830869722721 -0.014006202218987905 -0.035956098047613495 0.011744424034986703 0.029752701729878574 0.05633457924424265 0.0051453901152273065 0.010134536827850793 0.0032606475134806297 0.082090305272967873 0.0037096720283547185 -0.020473428903332973 -0.093675147484221039 -0.013817187990627054 0.030047678810924069 0.012675186346580207 -0.049791182172039504 -0.017930336049599632 -0.0026476996328795022 0.038657076476151797 -0.0052291440552870022 -0.05218869114644719 -0.037109167422337976 0.017524963336742489 -0.026889379603397368 -0.028781822706102661 0.090584138428802613 0.013345900100343486
leaf_weight=8.4929756032943242 15.274817381883624 3.7220944841101291 1.2895845012390053 15.227548580121947 9.7885382757049246 16.996538333821263 21.940264968608972 7.2262469315610351 2.9444044041229054 36.963461584692595 21.225319896948346 7.2085661695309673 5.4864069455798008 0.27934263623319466 1.0709458498458833 39.807577890552238 5.3641551839791637 1.2708513053948971 3.5509323799415133 7.2948036682573729 5.9608464168049968 1.0229959382413651 2.0665161807610266 3.9312229567703971 1.1145443170098612 30.907204273651587 0.58081900351680804 1.7339216575564931 27.609130882898175 4.9794535996698022 14.923241483964373 2.9898828302721077 28.458551262508081 3.9107836800212672 9.256418724740799 14.09657160725328 1.0801491384627286 9.4016601772746053 4.2495798638774422 2.302126229113127 0.40723916767456092 11.708837762678735 16.290605472735482 8.8939398533839249 9.1542749657237419 0.47369694607914414 2.8979885936423662 19.477874393058311 27.825473618140677 13.680295238940742 0.26698193891752531 5.2189752442209274
leaf_count=791 13343 485 150 10147 3974 9787 7464 1302 880 13884 2647 537 1229 25 139 22625 1359 134 959 1402 1316 188 1380 2443 149 14083 100 378 11205 841 1203 707 11085 1243 1454 2855 166 1777 426 1011 52 2777 5966 1519 1312 52 616 3774 13965 5937 80 2351
internal_value=0 0.00990027 0.00440667 -0.0252329 0.0166109 -0.00416696 0.0266816 0.00840085 -0.0165319 -0.0113608 0.0366662 0.0306121 -0.0420824 -0.0633374 0.00476045 -0.0146997 0.0286993 0.0325513 0.00334212 0.0227643 0.031668 0.0245058 -0.060551 -0.0102295 0.0245462 -0.00339648 0.060141 0.0298861 0.0243754 0.0123438 0.0163157 -0.0125892 -0.00810585 0.0605853 0.00636278 -0.00160561 -0.000419633 -0.00470516 0.0605043 -0.0341158 0.0645 -0.0244476 -0.0228642 0.0208553 0.0124411 0.04677 0.00324939 0.0073194 -0.0324413 -0.0145866 -0.0410744 -0.0152884
internal_weight=0 370.487 307.412 148.811 126.842 180.57 72.1009 65.7323 98.1574 114.838 63.0746 50.3321 50.6532 1.56893 61.4294 95.213 70.532 9.6366 54.7407 8.56565 65.1678 43.2276 17.3413 77.4163 42.7163 67.8707 4.30291 37.2667 31.622 21.4909 20.3764 4.01288 73.4851 5.64471 51.1897 33.0394 51.7928 44.5665 12.7426 17.7967 7.61581 12.789 46.9674 18.1504 18.9428 5.45315 31.7775 28.8795 33.3119 29.9709 15.4945 45.0266
internal_count=185674 105135 98437 80539 36108 62329 24035 12672 50622 49657 6698 5481 29917 175 12087 49742 23860 1675 12073 1536 22501 15037 14723 38504 4892 27967 585 13721 12100 2245 2096 895 36061 1621 11114 8141 10412 9110 1217 11238 589 2943 21690 2973 5286 893 6167 5551 15194 11903 10227 24976
shrinkage=0.1


Tree=29
num_leaves=53
num_cat=0
split_feature=2 3 1 0 4 1 8 5 4 5 3 3 9 7 4 1 3 4 1 9 7 9 7 5 4 5 0 8 8 4 4 1 14 8 5 2 5 5 13 2 5 2 4 16 7 1 1 2 14 1 5 13
split_gain=12.214 5.31537 1.93086 1.92467 1.3688 1.31297 1.20756 1.15186 1.09476 1.03559 1.0012 0.998266 0.825712 0.800896 0.796704 0.774207 0.766124 0.73842 0.717204 0.658345 0.645045 0.644937 0.72552 0.573678 0.572542 0.554547 0.53229 0.507885 0.501633 0.516079 0.500754 0.736672 0.710823 0.608369 0.600813 0.509984 0.493394 0.895755 0.488523 0.497543 0.483725 0.714944 0.468973 0.587521 0.459139 0.448918 0.756526 0.71809 0.669922 0.612002 0.803685 0.589999
threshold=0.10996983200311662 -0.1255413871258497 0.29573254287242895 0.00051037184312008332 0.65406355149437034 0.018202030099928383 -0.0022960504875425146 -0.48980527591289524 1.2665686741284246 -0.035476443581294252 0.013902866747230293 -0.57911677658557881 0.056575091149089832 -0.037131776141709302 -1.3061937576891089 0.99534648656845104 -0.11334964470006524 -0.044215390627082511 8.6167788140301144e-06 -0.066533785987141589 0.088904440563638415 0.027386878725898147 0.01447327231716114 -0.012751111163755328 1.4479227550631293 0.40672953578948684 0.0078477500937879103 0.015222327267907057 0.0020641109366312496 1.4527123158301227 0.66338047937737177 0.94984394311904918 -0.19643796084557555 -0.01649529620702327 -0.4287154693456019 0.0012511907261796298 -0.22336878073104291 0.2935764297435946 -0.31625833840246015 0.0053180907852947721 -0.047492555910424901 0.99539309740066539 2.1145288425281366 0.04884552064960275 0.010731255551603236 0.72065144777297985 0.74231892824172985 0.00010917182953562589 0.050185118709999151 0.99683645367622387 -0.39412669827681679 -0.17900747948082388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 21 7 8 13 -4 25 40 12 17 -8 -3 -9 24 26 -5 -11 -15 30 22 45 -16 -6 27 -7 -2 29 -26 31 33 -32 -13 -33 -34 -17 -38 -21 -40 -10 -42 43 -31 -35 -1 47 -47 49 -48 -51 -52
right_child=5 2 4 11 15 16 10 14 9 18 -12 20 -14 19 23 36 -18 -19 -20 38 -22 -23 -24 -25 28 -27 -28 -29 -30 42 32 34 35 44 -36 -37 37 -39 39 -41 41 -43 -44 -45 -46 46 48 -49 -50 50 51 -53
leaf_value=0.05354649363098235 -0.065635265062039039 0.014753946472001667 -0.045367275457576094 0.053819092272882119 0.0047222841636202374 0.06608290802126672 0.0056816403522224855 -0.1291254425819115 -0.037407061810013742 -0.071121713690421737 -0.013664739617908187 -0.0085141414272285245 0.076800581747794874 -0.089987413298426758 0.022849388912867939 -0.044106766349922361 -0.023369194834492756 0.018734006065353508 -0.02307369174012067 -0.058204838459120938 -0.042889388487126825 0.064662303120602282 -0.023521847616675803 0.051115316521333498 -0.072320821710084277 -0.026964440248901801 -0.0016157165408771685 -0.033234600456003259 0.034709572578771671 0.059487640718588988 0.021816559671600715 -0.067814377589716437 0.00062286549883788019 0.024584467980170301 0.05707371567312252 -0.034327682192643018 0.092620007115411671 0.0093171289541678186 0.0089055174341847298 -0.020455778961747575 0.065592514765551529 -0.056405885643125112 -0.032802562529848242 -0.091902829884968493 0.0015719601245951403 -0.20043289076671394 0.025292786618589653 0.054452440974371942 -0.11672828534962815 -0.12279961799541395 -0.069049840389515574 0.075351388966841668
leaf_weight=11.066294867676332 20.554186564923842 7.0350728772718858 2.0205735980707678 9.8034905941076449 12.022290360640914 1.3730217576230623 59.840398628440198 0.28579165856354194 0.99683178623672564 3.8932917182974078 34.453016048618338 10.814694562946896 1.6609084653755406 1.328872625286748 18.407081026047315 0.80123380507575337 44.010636318553225 15.494466592404931 15.286215139509293 3.0503347173544162 2.2408383698493699 7.8781282687850753 2.1127455080204518 11.815928107410395 2.562039075593928 7.4011897473901618 7.0419217761536856 6.4044409219004583 1.1877496518427495 1.2303406339342471 10.047544990833559 0.39782202479545947 12.397570964760236 30.444793590152585 5.8392839866792192 6.2766214153671163 1.9927097243271408 3.6194771850277903 6.4679013188942909 52.90346644962483 2.4819843530422108 0.58025865463423532 6.2304855392430909 0.3060078433190937 12.122722090389287 0.25693864398636179 21.091490874176095 0.17472921623266302 0.28368949025752854 0.2131380076316417 0.28464052214985702 5.6227516029903191
leaf_count=1371 22486 2099 275 2491 3937 312 20878 19 737 830 17050 2462 275 334 7087 183 26792 3437 5421 1277 408 694 321 4336 236 2170 2838 4776 193 622 1710 46 2108 9514 1656 2062 625 425 2453 20601 677 144 1252 80 3563 12 1902 37 39 16 11 394
internal_value=0 0.00813677 -0.00171274 0.0218299 0.013278 -0.0295443 -0.00733097 0.0274749 -0.0399662 -0.0231758 -2.1155e-05 0.0148012 0.0076237 -0.0172374 0.0323226 -0.00214746 -0.0180846 0.0323582 -0.0328833 -0.0207708 0.00989246 0.0384461 0.0333962 0.0339235 -0.0105417 -0.0513044 0.00954515 -0.0579647 -0.0264587 -0.0335397 0.0112396 0.016464 0.000391583 0.0126547 0.0489396 -0.0111457 0.028606 0.0390924 -0.0192724 -0.0172555 0.0226372 0.0422851 -0.0206125 0.0286347 0.0180341 0.0364893 0.0297009 -0.0991692 0.0317862 0.0334089 0.0612247 0.0682092
internal_weight=0 394.086 229.222 164.864 62.4817 110.024 166.74 32.5294 57.5984 23.2386 95.9543 115.88 61.5013 70.7856 30.5088 29.9523 52.4256 25.298 19.1795 63.7506 90.5819 48.9845 41.1064 30.223 23.5389 34.3598 8.41494 26.9586 11.5166 10.3289 88.3411 59.6193 28.7217 53.3822 6.23711 18.6742 6.41342 5.61219 62.4217 59.3714 4.05907 3.06224 7.76683 1.53635 42.5675 38.9937 27.9274 0.431668 27.4957 27.212 6.12053 5.90739
internal_count=185674 118491 84237 34254 19270 67183 64967 11717 37241 7809 38203 29457 21153 26764 11442 7553 29942 5928 6251 24665 23529 4797 4103 11423 6320 29432 3150 27262 2383 2190 23121 17241 5880 15539 1702 4170 1233 1050 24331 23054 1558 821 1954 702 13077 3782 2411 49 2362 2323 421 405
shrinkage=0.1


Tree=30
num_leaves=53
num_cat=0
split_feature=2 3 0 2 1 4 3 4 1 5 13 6 4 9 2 16 9 5 4 1 2 13 6 11 2 3 4 2 4 5 12 13 11 13 1 1 9 3 5 2 5 5 5 0 2 4 3 5 11 11 2 1
split_gain=11.1909 3.5391 2.43609 1.80634 1.50725 1.47547 1.17375 1.09108 1.73361 1.17635 0.946482 0.925137 0.744046 0.704226 0.629883 0.622003 0.943891 0.616449 0.600709 0.58525 0.540237 0.533961 0.548365 0.514635 0.490336 0.998955 0.82664 0.566652 1.02805 0.677275 0.649699 0.651443 0.619952 0.539796 0.536969 0.536531 0.494489 0.471552 0.465849 0.465103 0.580226 0.532068 0.572684 0.45608 0.447024 0.436618 0.831132 0.602613 0.470031 0.418422 0.437935 0.414357
threshold=0.038168730214238174 -0.14397347834892568 0.00040114120929501956 0.31236897408962255 0.074522364884614958 0.30669861409223204 0.13896908506285402 1.4387377455964052 0.94229397177696239 -0.41454401812162894 0.35487274109758965 0.24615656315667592 -0.88880341727939183 0.1170552587076913 1.7896330973599109e-05 0.024198776490902921 -0.029123063498081209 -0.24444293131483133 -0.044215390627082511 0.0024628025712445383 0.00010917182953562589 0.23721202371844777 0.27942996380358948 -0.0036110889197947227 1.7896330973599109e-05 -0.88693632862123184 -0.044215390627082511 0.00066432534367777418 1.0000000180025095e-35 -0.13631609845090234 -0.142464824049542 -0.017222454218531646 -0.0097125669066074425 -0.18253831132132717 0.85303664207458507 0.88103774189949047 -0.04401209473161536 -0.0013648625463247297 -0.47950143287436031 0.9785786271095277 -0.086543101120128238 -0.032777236367834979 0.23185132263781916 0.012093323282897474 0.0010138666839338841 -1.1877089368645246 0.0085107889026403444 0.091554499434914074 -0.025259897965999163 0.062528624000286179 0.0060676585417240867 0.96713697910308849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 24 6 19 38 13 8 11 -10 18 45 17 15 23 -3 -17 -2 -11 -4 -13 22 -8 -9 25 -1 36 29 -29 34 -30 32 -32 -31 -28 -36 -26 -15 -5 40 -7 -42 -43 -19 -21 46 -6 48 -47 -38 -51 -16
right_child=1 3 4 5 7 39 21 14 9 10 -12 20 -14 37 51 16 -18 43 -20 44 -22 -23 -24 -25 26 -27 27 28 30 33 31 -33 -34 -35 35 -37 49 -39 -40 -41 41 42 -44 -45 -46 47 -48 -49 -50 50 -52 -53
leaf_value=-0.015220412193895708 -0.0045825704007518139 -0.01735353621256161 -0.052332306953121091 -0.0056054876227905502 0.0052602604378665088 -0.046913747714078857 -0.034492156164925035 0.01079843425356517 -0.032199218014232658 0.074447013064852283 0.086471003147207806 0.040180139227176614 0.00060677635638224344 0.12939269427694577 -0.024502113385195541 -0.05559647786760577 0.0014325615238033049 0.064813636653846873 0.030326995858613155 0.040813753319212519 -0.012558736295648602 -0.072986284073402116 0.027567199911475528 0.069664811032110543 -0.079447167310533126 0.057958761505603584 0.08109586332117602 -0.074198086524687831 0.071248976730931987 -0.049246865294598506 -0.17832657322070233 0.021653599328749759 0.0089389465375171138 0.020336276542704333 -0.1044954825895511 0.036974707081949547 0.064835851683028536 -0.041997142439455779 -0.063440379362760799 -0.036633521523303327 0.028929632003072931 -0.066869939830026787 -0.0065088900893304274 0.024567352287065729 -0.0041908555776474675 0.056938930086096566 -0.11241607824874847 0.037169363172399238 0.012481979267984351 -0.1210715329211703 0.044494612538174855 0.0011646983867660088
leaf_weight=2.1326050804345895 3.7138561025494718 69.546326298178428 2.4199822758055225 1.5183533883100633 6.0011877499928223 4.3141535242684794 17.06365531859138 8.3597943322383781 2.0704068462364402 3.6645678922468568 4.7241625443639341 2.1690785265236654 17.563150456198855 0.56759084938676096 9.6606053491123038 3.0934507716665385 43.225424208577351 5.026536919860515 19.533098642510595 2.2917620681218969 17.387240271737028 3.2972337466417221 1.5403749445904384 1.7909429103892751 0.25425557151902367 14.519544983799276 3.2831112870699171 1.7150573883263849 1.4361642043513714 1.2145412262907509 0.37318755080923438 1.5489984302621449 0.31989322483423199 11.77227089765074 0.29721197867183979 1.7989735993105567 7.6465907327074074 0.21135933697223563 17.309974424798384 17.263409341163424 3.4681885793834288 1.8161000238324003 11.042498397509915 6.4560314750051475 49.835434693426578 2.4933778990671263 0.64914599548137619 16.072397269063003 45.664178729388368 0.23960306402295817 0.40561092967982404 17.960459394365898
leaf_count=105 659 33083 1501 633 935 5335 10527 866 294 1500 1467 244 7151 59 2082 823 17093 690 6047 857 3774 1479 815 165 37 679 322 182 229 92 30 267 68 978 31 412 1337 65 18719 8013 1688 2196 3550 1251 18229 761 131 5637 18991 24 48 3238
internal_value=0 -0.0157797 0.0145237 -0.0208821 0.00989382 -0.0359104 -0.0147243 0.0148358 0.0194862 0.0403145 0.0457083 0.0125722 0.0146302 -0.0107327 6.79537e-06 -0.0113752 -0.00239584 0.0308182 0.0373478 -0.00443945 -0.00667837 -0.035958 -0.0293326 0.0212871 0.0346325 0.0485807 0.0274203 0.0178029 -0.0106689 0.026166 0.0191651 -0.0144922 -0.0938123 0.013771 0.0559479 0.0162132 0.0540665 0.0829876 -0.058786 -0.0245253 -0.0143759 -0.00573687 -0.0151138 0.0422575 -0.00219913 0.0178839 -0.00649258 0.020409 0.0148037 0.0583201 -0.0185709 -0.00782228
internal_weight=0 228.038 261.705 195.278 212.748 56.7327 138.545 158.201 120.429 29.9922 27.9218 90.4366 32.7596 116.644 37.7718 115.865 46.3189 15.1964 23.1977 54.5472 19.5563 21.9013 18.604 10.1507 48.9576 16.6522 32.3055 23.7594 5.3933 18.3661 3.67824 2.24208 0.693081 12.9868 5.3793 2.09619 8.54606 0.77895 18.8283 37.9043 20.6409 16.3268 12.8586 11.4826 52.1272 70.8803 6.65033 64.23 48.1576 8.2918 0.645214 27.6211
internal_count=185389 113829 71560 104078 66719 40134 63944 46132 39781 9308 9014 30473 9751 51123 6351 50999 17916 2600 7547 20587 4018 12821 11342 1031 4841 784 4057 2611 776 1835 594 365 98 1070 765 443 1446 124 19352 20782 12769 7434 5746 1941 19086 26455 1066 25389 19752 1409 72 5320
shrinkage=0.1


Tree=31
num_leaves=53
num_cat=0
split_feature=2 3 3 1 4 1 8 14 2 9 13 10 6 4 15 13 1 4 10 8 13 6 12 4 15 2 15 10 14 6 9 15 2 1 1 1 10 3 2 4 1 12 6 10 6 9 2 14 13 1 1 1
split_gain=10.2875 2.87379 2.28054 1.59696 1.12078 1.07049 0.803534 0.73797 0.753266 0.710061 0.672656 0.661722 0.60329 0.599488 0.564 0.556639 0.589894 0.897287 0.52723 0.513715 0.512578 0.510127 0.637248 1.00234 1.07363 0.662712 0.511521 0.482143 0.478736 0.476091 0.473486 0.472358 0.465481 0.487744 0.461661 0.459316 0.457382 0.456557 0.437249 0.432217 0.412133 0.399686 0.687771 0.876759 0.399451 0.706728 0.571536 0.53276 0.394075 0.390016 0.783372 0.702806
threshold=0.038168730214238174 -0.14397347834892568 -0.254075625562109 0.0070110301021486529 0.63965676198111765 0.071134317666292204 0.0034483493793610767 -0.32548755463298412 1.7896330973599109e-05 -0.066533785987141589 0.65527177732924935 0.00068470886943877013 -0.19874337647474452 -0.88880341727939183 0.16602023037470562 0.37540564177701102 0.93515279889106762 1.4479227550631293 0.034854821032540222 -0.0014337661197167033 -0.2387790859482222 0.19797439870515662 1.8792979660952436 1.353957103492019 0.04500964801229896 0.0015235689352266493 -0.098808165789650695 -0.0044360028829884797 -0.04204459438059846 0.17792614316191271 0.056575091149089832 -0.029759984335694992 0.00066432534367777418 0.0018629434634931388 0.99683645367622387 0.99809783697128307 0.0066106981180001495 -0.88693632862123184 0.41775625944137579 1.4478914075060272 0.00019004188652615997 -1.1944894732702032 -0.32581145211269164 -0.045808053277847309 0.19797439870515662 0.083184814515591843 1.7896330973599109e-05 -0.044706517289560536 0.11072138288733725 0.99217537045478832 0.99088570475578319 0.99874538183212291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 4 14 32 9 36 11 -5 38 20 35 -2 -3 44 17 29 -16 -6 -9 22 23 25 27 -10 -23 -25 -21 -17 -27 -29 -4 -34 -26 -7 39 -13 -11 -1 -30 42 43 -8 49 46 47 -46 -44 50 -14 -51
right_child=1 3 5 6 19 12 41 8 21 10 -12 37 15 -15 18 16 -18 -19 -20 28 -22 26 -24 24 34 30 -28 31 40 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 48 -45 45 -47 -48 -49 -50 51 -52 -53
leaf_value=0.051750404941315734 0.027579549280929035 -0.063001536968845459 0.04386302852134874 -0.080827612073781543 -0.055815101070770139 0.00053476453721172667 0.1804995708951232 -0.10686498589766298 0.044928737049411215 -0.017887659088500079 0.064658293589582902 -0.02983749086658612 0.017821478641723176 6.6765142263724322e-05 -0.02977198269676512 0.045605071833711888 0.074226424574018166 -0.12507265388433161 0.10725209883395104 0.056629919719939581 0.031333102289659659 -0.038291098743818502 0.050372394795214527 -0.030050037441423628 -0.050238300970434573 0.010632526107629747 0.01011147680159839 -0.0087267304487059858 -0.033342994014919435 -0.0094954659083854726 0.091216045037081125 0.07438518347098487 -0.058753150712960694 -0.0050335789244774533 -0.16779053844850839 -0.12091879438408976 0.088806744590225251 0.079459597742814206 -0.045251984358648821 0.014699591120363554 -0.0076651159458038208 -0.0098543911336530579 -0.0052291291872819433 -0.00066076888959300825 0.054012299787222808 0.089540782225946539 -0.0051458668780398125 -0.034215351853537974 0.039316518667142468 0.066032257576415579 -0.089338366053394069 -0.036933263271418541
leaf_weight=9.5662968525648484 14.72924120588141 14.753569639905438 1.849979065125807 1.8827106179960527 4.3937082768970894 24.916934566808781 0.49900918116327375 0.25790349987801242 11.172939774045519 78.527053078781137 0.93395470765608379 0.40604613930918265 43.144257078289229 17.107214166547237 1.4021554290102347 5.665685075640793 3.111958684930868 0.3723958421323913 0.33245357462146774 0.79736182861962035 11.593879196949274 2.5731762603973065 7.1822851598772095 1.6556072640305499 1.9849861823749964 17.511632173202091 13.868770251352542 1.2127711442735742 13.31730525203602 2.1582796422298998 0.74377504551375651 1.5404189605178538 1.7386688075202972 45.099551941384561 0.39253522171202337 0.29772393798339081 2.1742712418854344 4.8261853917283579 6.3015473011282657 4.7158939987275508 11.790795233388051 41.08954897404783 10.313896421969728 0.55298358499930944 3.2188581630471162 0.91513288192800146 22.897783612127114 0.85492479801906185 2.4410940591114914 3.6106308570779211 0.67595954291755234 0.79904870974860376
leaf_count=1569 2600 16318 663 628 1856 5688 14 12 3303 38060 398 20 17573 7151 1160 2410 928 61 196 422 716 428 2159 292 284 5824 1791 181 4461 567 113 184 1129 17169 26 36 221 225 6309 486 6777 21136 5127 287 233 133 5027 62 929 1625 167 255
internal_value=0 -0.0149888 0.0144896 -0.0196629 -0.0356914 0.00728932 -0.0143981 0.0269256 0.0228042 -0.0203393 -0.0189952 0.0413193 0.0126443 0.0128038 -0.0566669 0.0165739 0.0372636 0.0231007 -0.00269679 -0.0242508 0.0281719 0.0175076 0.0231889 0.0177759 -0.0168353 0.0257627 0.0025036 0.0123975 -0.018863 0.0304181 0.0140004 0.0379517 -0.00509938 -0.007049 -0.0707365 -0.000982627 0.0461455 0.070906 -0.0199294 0.0395496 -0.0212984 -0.004909 0.00980227 0.0868277 0.0134922 0.00396184 0.00100171 0.0354293 0.00333859 0.0189992 0.0161333 0.0473019
internal_weight=0 221.166 254.707 189.329 46.7873 161.328 142.542 93.3794 76.9229 87.6453 85.7626 17.084 112.64 31.8365 16.4882 87.4249 11.3083 8.19636 1.73461 30.2992 11.8518 59.8389 43.397 36.2147 6.78632 29.4283 16.4419 4.4088 25.9055 7.82396 18.2554 2.75319 48.6882 46.8382 2.37752 25.2147 16.4565 5.23223 84.8286 14.2822 25.1081 54.8965 13.807 1.05199 76.1166 27.8867 26.9716 4.07378 12.755 48.2299 43.8202 4.40968
internal_count=185389 113829 71560 104078 31190 53726 72888 17834 15558 45395 44767 973 34765 9751 17674 29041 3966 3038 1356 13516 728 14585 12366 10207 967 9240 2219 657 11660 2977 5937 365 18961 18298 310 5724 2276 245 44369 2055 11238 27493 6357 301 25075 5455 5322 295 6056 19620 17740 1880
shrinkage=0.1


Tree=32
num_leaves=53
num_cat=0
split_feature=3 0 2 3 3 2 6 4 3 16 2 4 16 11 12 11 3 15 2 15 0 7 8 4 4 13 15 11 11 6 0 7 13 16 7 4 2 15 2 6 12 15 6 12 11 11 16 11 12 12 0 0
split_gain=9.00403 4.0971 1.85585 1.42395 1.38209 0.816085 0.781841 1.28927 0.986124 0.765146 0.735201 0.99772 0.822123 0.728327 0.653348 0.606623 0.598545 0.59731 0.586962 0.568492 0.530483 0.526797 0.51821 0.510737 0.502058 0.475747 0.471611 0.455457 0.560723 0.547115 0.451149 0.475311 0.437948 0.432785 0.42682 0.416923 0.702165 0.560239 0.540892 0.484421 0.438955 0.4911 0.436116 0.400799 0.388143 0.386226 0.372474 0.363877 0.717725 0.565185 0.358881 0.358406
threshold=0.014873598236590626 0.00077282692654989671 0.52053657174110424 0.25570024177432066 -0.254075625562109 0.0022069986443966631 -0.065452478804396072 1.0060083424443724 -0.34930991210057977 -0.055456108015962381 0.012227865401655437 1.4478914075060272 -0.01593762954897689 -0.012066472383452211 2.5916257906544957 0.040261479606516028 -0.26438242150470609 0.039248493017870471 0.99539309740066539 0.11352562768062234 1.88436652024393e-05 -0.048719357700528911 0.0041034437997351019 1.3091678732001313 -0.51310152443926649 -0.34309426889056016 -0.22400240057035378 -0.0039096120274138176 -0.011670664748760688 0.022937908145612442 0.0059704259037971505 -0.0029589693077809397 0.074985514206286297 -0.00079177336660565562 0.004849875613017765 1.2665686741284246 0.00073927396442741166 -0.16408333107536174 1.7896330973599109e-05 0.25895431973554617 2.2266697637820037 -0.036466881937173318 -0.201767800684511 0.41788605955264646 -0.1020415014100567 -0.05188618013128684 -0.20651583558201697 -0.016413362063186884 2.0958246211224969 0.78753372026483881 0.11774470284581186 0.023340769112110141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 35 14 20 13 9 17 11 15 22 -8 -2 51 -10 -9 21 -5 -1 -7 -12 -4 -22 -23 -15 28 -11 -30 -14 -32 -31 -27 45 36 37 -3 42 50 41 -40 -37 -44 -21 -26 -13 49 -49 -48 -38 -6
right_child=3 2 23 19 10 18 7 8 16 27 12 46 30 26 -16 -17 -18 -19 -20 44 24 25 -24 -25 34 33 -28 -29 29 32 31 -33 -34 -35 -36 38 39 -39 40 -41 -42 -43 43 -45 -46 -47 47 48 -50 -51 -52 -53
leaf_value=0.076934640919401887 0.042291597977669848 -0.061754028616406692 -0.059380677953756324 -0.044093608932092875 0.012615352339396811 0.018531061023229184 0.062473374244831383 0.0060767414972216676 -0.15772993114997719 0.044084602911733106 -0.018990102020319793 -0.059543021031598455 0.029175644358756178 -0.045617930909942844 -0.044696445162567308 -0.049074270622870342 -0.035055833894564695 -0.10376763759199047 -0.064085931457347908 0.13404051157697347 0.089467435601958037 -0.041367774893677406 0.0040587770728301199 -0.0108613878214647 -0.071682681989909944 -0.023458089808915457 0.028706674288490355 0.065624456022322628 0.013305389248592642 -0.010975909279478953 -0.011766484083877758 0.0060638905765052513 -0.17485402847267653 -0.0084194160606139486 0.0057900676312479492 -0.018757094520504353 0.023563895729263096 0.050714120768883014 0.019783366295656961 -0.0086116965218010141 0.023819239138534253 -0.037722552745097115 -0.017374635976146146 0.084850952624571735 -0.012141908900037458 0.045175638682425912 -0.023803389021452324 -0.00076730561854828651 -0.059781361149477921 0.036417077147937245 -0.020101070942318118 0.030429893645998435
leaf_weight=4.7581327140287639 3.9876724665155043 0.44932012086792283 5.4804052596673483 29.873164850288958 31.725569599761911 4.1554680151311905 7.4133615239006749 1.1638795806138662 0.46998696641821913 1.9651403154421134 36.709871210996425 1.400084057648203 6.250985082866463 0.88945734305889246 1.0852118146140126 1.3294959799968626 2.2570938315329823 0.84152429214009306 2.6175096951446895 0.17190412328636728 1.8261518146609947 7.8151924087915168 13.274753962836256 3.5991198610281572 0.27365946862847224 36.084526060406006 15.077883636963636 2.2735101745929569 0.95204487685259642 0.28940875892294571 20.442459356509062 55.503538716075127 0.36350770434364676 40.786800163893531 4.0211140969659018 0.92342509794980321 33.750306333993649 9.8452491492498648 2.0500792377279131 6.4545118665701002 2.9707957293358049 5.2842990453063967 0.48397216587909442 1.7374751259412731 4.3774670673519713 13.666630227242413 2.5823589845240393 7.0073547620195278 2.9021477608039277 3.8776409104757477 1.9804207456691063 17.560776847819398
leaf_count=337 1414 86 5544 20299 11662 2296 987 85 41 114 15122 261 1852 125 283 273 248 67 1496 82 509 5760 5166 1478 18 22511 2043 128 103 23 7548 20762 27 22663 630 105 11253 2455 377 1299 523 925 41 135 2853 1818 439 1606 562 589 749 7543
internal_value=0 0.00931328 0.00420989 -0.0216218 0.00572568 -0.01539 0.0333443 0.0234953 -0.00547133 0.0125449 0.00159624 0.0100122 -0.00275861 0.0365924 0.0235926 0.0171675 -0.0570732 -0.0405187 -0.0175563 -0.039081 0.046943 -0.016173 -0.0128696 -0.0402059 0.0396692 -0.0178794 0.0245208 0.0308222 0.00844624 -0.0351948 0.00339138 0.00126286 -0.104408 -0.0154825 0.0345236 0.0182842 0.0223089 0.0457083 0.00257208 0.0165819 -0.00851654 -0.0216398 0.0387527 0.0626182 -0.00612307 0.0427941 -0.0103661 -0.0061006 -0.0181258 0.0123449 0.021135 0.0189713
internal_weight=0 334.079 275.576 130.955 266.497 96.5324 58.5025 33.9568 10.5761 7.84902 200.567 68.3854 132.182 23.3807 5.07288 50.6158 2.72708 2.0054 91.4595 34.4225 24.5457 88.842 49.9846 9.07953 19.7876 84.6865 15.9673 5.84361 3.5701 1.60496 82.197 75.946 0.652916 76.8713 17.9614 65.9299 52.4798 10.2946 13.45 42.1852 10.3052 7.33438 3.14487 2.22145 4.54937 13.9403 17.7696 16.3695 9.9095 6.46 35.7307 49.2863
internal_count=185315 105658 98355 79657 91333 56423 7303 3991 836 547 73385 22935 50450 3155 1697 19478 289 152 54726 23234 3312 53230 20288 7022 2975 50934 2168 395 267 153 30162 28310 50 45174 2466 17948 15842 2541 2106 13301 1825 1302 281 176 2935 1836 3457 3196 2168 1028 12002 19205
shrinkage=0.1


Tree=33
num_leaves=53
num_cat=0
split_feature=3 3 2 14 14 2 2 4 5 12 11 11 5 9 10 13 3 16 9 16 4 9 4 10 10 12 8 2 5 13 10 3 10 12 2 4 16 5 16 14 9 2 5 9 5 4 5 2 13 4 13 16
split_gain=8.0381 3.84596 2.01043 1.48987 0.97213 0.856395 0.828023 0.923826 0.656848 0.850865 0.603488 0.579432 0.512147 0.512036 0.500247 0.640459 0.485497 0.472653 0.611788 0.467758 0.595549 0.509267 0.465072 0.433485 0.51365 0.450203 0.420164 0.416737 0.413953 0.446801 0.411308 0.533995 0.662115 0.391481 0.387048 0.434604 0.415094 0.487386 0.382085 0.37869 0.378206 0.377885 0.494581 0.461322 0.381832 0.416855 0.357561 0.356892 0.356422 0.355737 0.645256 0.612486
threshold=0.038765720557421453 -0.22667852044105527 0.096234507858753218 0.27940768498575813 -0.19170049335289416 0.0016746287583373489 0.0096259354613721388 1.4478914075060272 -0.035476443581294252 3.5282071458185595 -0.017152825722173245 0.053085834578965492 -0.39412669827681679 -0.066533785987141589 -0.0055329471519328889 -0.1755230913765595 -0.7357085958305446 -0.075085207982943006 -0.010515861949318082 -0.032705656098067658 -0.11607542693231619 -0.036339321827620542 1.2193625309771963 -0.00067450075195511305 -0.00098846101396768676 3.03684479032552 0.0031428557608309091 0.00082413177005946647 -0.52624113375106851 -0.10071213463840016 0.0010685261697087058 0.2198654152452946 0.00091548968946655364 4.0561285448326698 0.52053657174110424 1.1658198222839322 0.0077498320777681113 -0.22595103702445848 0.23122459887168284 -0.15910539886861116 0.0011072743276878238 0.00053413311252370488 0.41408576864763946 -0.0065218708934140337 0.41857687044097819 0.69396003899310033 0.26303355426526615 0.98466104269027721 0.22766977058360402 1.4479227550631293 0.31916558542929979 -0.12157708731561334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 5 16 22 7 11 9 17 12 41 -7 -12 15 -6 -1 40 -19 26 21 -21 -2 24 33 -25 -8 -26 29 -16 31 48 47 -18 36 -36 37 -4 -23 -20 -9 43 -43 -3 45 -44 -10 -33 -15 -17 51 -51
right_child=3 2 34 -5 14 10 19 8 46 -11 13 -13 -14 30 28 49 23 18 39 20 -22 38 -24 25 27 -27 -28 -29 -30 -31 -32 32 -34 -35 35 -37 -38 -39 -40 -41 -42 42 44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.056612308396220182 0.066452013321653569 0.00020087156882169608 0.012826701953332326 -0.056365428427197085 0.041287885264392608 0.059476526129221823 -0.01618515267501704 -0.078647651996530663 0.072900218414829895 -0.12525821746712604 -0.08691073307434638 -0.062268031685768083 -0.0083927348023066714 -0.025180571485981879 0.081922243810934714 0.0041893125484629657 0.026413698114684615 -0.13333927216320104 0.10192486448236421 -0.031909770436057118 -0.0098256520282386465 0.0091006099627666398 -0.0059291374955657752 0.041994250159002239 0.037522245135173042 0.12346781924405895 0.0069207248965761532 -0.15238186131671549 0.023633893886604633 -0.076984073283544341 -0.015990649751896735 -0.033585016968943289 -0.14471612090541214 -0.08453847557054664 -0.053430720953012704 -0.013565421532885827 -0.00074371927426001086 -0.031819647691426693 0.047735807133590769 0.0041684071721918839 0.078945826893689092 0.020517565411927813 -0.027168897088308948 0.043557875805192769 0.030317248782795132 -0.19043530564806871 0.0018135533005279978 -0.079801118999485637 0.025590897675158576 -0.11452211591794932 -0.15109800592174769 0.0052693253270835426
leaf_weight=8.8069397000690497 1.6746871673094568 3.0564584406893109 2.9522665137465109 12.597702869371458 4.2310056254136752 1.5117466534284174 26.698153078175892 1.2707938341482079 0.72218707681168126 0.87946703919442359 1.2526431219484937 0.81223983794916321 4.0606306951249271 22.937457838662798 0.21299305406864733 19.832636563580312 20.308364436144991 0.23422419538837891 0.54006174200912971 2.9104002357707932 23.193325787440699 59.067442000547999 1.8615941426251081 6.7646604575929841 0.17844771058298547 0.74427242972888041 11.144716800386957 0.28252263397735078 49.593806150602632 0.76529995922464777 41.179901881188925 9.1266637264907278 0.65391184470354424 0.30636659514857356 6.0183314701025648 5.028698464633635 13.951676640417643 13.985918361177029 2.6595472267217692 1.3748690080828985 0.15839493379462499 30.633230829889271 2.6391821740253363 12.437317146781423 1.1854505635710664 0.14958707662299264 16.280619885044871 2.0488261654900279 1.4575051782594517 0.4957977238227621 0.37674679106567044 2.5231314583506892
leaf_count=1459 727 1117 1711 6581 778 704 11019 146 591 62 543 178 1962 14809 42 5087 3604 24 81 767 11059 19172 422 1085 24 58 4337 33 12725 163 29156 7424 194 38 6810 2250 7186 7756 642 219 24 13255 446 3442 349 5 2657 1138 731 70 40 413
internal_value=0 0.00782122 0.000606521 -0.0242243 0.0228195 -0.0196004 0.00481865 0.0133378 -0.00406204 -0.0381493 -0.0216258 0.0206709 0.010149 -0.0238786 0.0164603 0.00558954 0.0360762 -0.0162319 0.0134146 -8.85968e-05 0.00391597 0.0088481 0.0285079 0.029718 0.0223351 0.0503395 -0.00938042 -0.0801908 0.0223589 -0.041551 -0.022839 -0.0306127 -0.0480451 0.0246941 -0.019279 -0.0353341 -0.0135204 -0.0240327 0.0107784 0.0324153 -0.0604341 0.0220369 0.0162118 0.0350148 -0.0169211 -0.0370654 0.00490517 -0.04217 -0.0221309 -0.000939191 -0.0307597 -0.0149536
internal_weight=0 355.408 239.985 100.363 115.423 87.7656 198.048 72.3741 21.4606 4.45781 84.2293 50.9135 5.57238 78.6569 78.0314 27.4593 37.3916 3.57834 2.14915 125.674 87.8307 64.6374 3.53628 28.5846 21.0757 7.50893 37.8429 0.46097 50.5721 0.978293 77.4043 36.2244 11.8294 20.6147 41.9369 11.047 30.8899 16.9382 61.727 1.91493 1.42919 50.1012 34.6075 15.4938 3.97422 2.78877 17.0028 11.1755 24.395 23.2283 3.39568 3.01893
internal_count=185315 120924 95305 64391 25619 57810 69592 22596 3804 556 56661 18792 2666 53995 19318 6388 6301 494 324 46996 31640 20581 1149 4842 3699 1143 15356 57 12930 205 53452 24296 8756 3642 25713 9060 16653 9467 19814 300 170 18614 14055 4559 800 451 3248 8562 15540 5610 523 483
shrinkage=0.1


Tree=34
num_leaves=53
num_cat=0
split_feature=1 1 1 9 8 14 10 9 13 7 7 11 8 14 11 12 5 1 9 10 5 5 5 5 6 13 9 11 6 1 8 8 5 5 9 1 6 6 9 11 12 6 12 15 12 15 1 5 5 1 9 10
split_gain=6.23615 1.80049 1.24266 1.22506 0.911707 0.828491 0.718605 0.707385 0.856813 0.67949 0.802683 0.637664 0.574408 0.562141 0.53293 0.526932 0.569869 0.644376 0.523382 0.633699 0.502421 0.481758 0.464187 0.579566 0.452403 0.448278 0.497378 0.512515 0.478755 1.25302 0.431481 0.399739 0.690943 1.00349 0.539506 0.556692 0.501916 0.511061 0.474303 0.443522 0.432822 0.422729 0.386619 0.382715 0.414364 0.432537 0.382506 0.37902 0.377251 0.375072 0.373187 0.561933
threshold=0.040860401466488845 0.23395855724811557 0.0015393918729387226 0.022203887625883309 0.00042467785430010319 -0.02158154723652999 -0.0060784675514598072 0.0075207271513767432 0.38605872430434329 0.066462915469677836 -0.0030683754116382161 0.062528624000286179 0.0013205322203850135 -0.34097290613658732 -0.0057265942259965607 2.2266697637820037 0.77390804132759428 0.97131854295730602 -0.049250140475189823 0.060931450939137322 0.26303355426526615 -0.40396627208909497 -0.069299643218992041 -0.035476443581294252 -0.35542821668186636 -0.2387790859482222 0.00080144420430248509 0.014061663404103607 -0.23932189223310349 0.53163135051727306 -0.033398832053202966 -0.013805869367913696 -0.09922405599233354 -0.037906012436521426 -0.010515861949318082 0.85303664207458507 0.19797439870515662 0.19966159345964965 0.0040397117402208955 0.0030779634128401197 1.3917357769612695 0.010817278890630541 -0.71435022451587527 -0.17700012156176501 -0.070673077127641967 0.087872279826700747 0.99747967720031749 -0.48980527591289524 0.23185132263781916 0.88103774189949047 -0.0038258665174852038 -0.0012200275401958156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 7 6 25 8 15 10 13 -10 -1 -2 20 31 17 -17 -4 -20 -5 -8 -14 -24 -12 -6 27 -27 29 -28 -9 46 34 39 -33 -36 38 50 41 42 -39 -35 -34 -30 -45 -46 -3 -15 -25 -43 -38 -52
right_child=1 4 18 14 5 -7 21 30 11 -11 24 -13 22 47 -16 16 -18 -19 19 -21 -22 -23 23 48 -26 26 28 -29 43 -31 -32 32 33 36 35 -37 37 40 -40 -41 -42 49 -44 44 45 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.057278922041732683 0.039828008827554127 -0.014247683965605572 -0.052198408966877753 0.04993112343295087 0.05374513364499596 0.001151969099388934 -0.02583462546058864 -0.0015694216588732779 0.032793315806828434 -0.03862222481504899 0.042734721932408501 -0.14618727335984907 -0.0526358731234913 0.033566551412980213 0.008212081958145075 -0.0030516829575234863 -0.18856344197817951 0.03686908679415301 -0.013020206727098846 0.051866521883018116 -0.019501715705374251 0.049062875060286962 0.022029454035945879 -0.069365977040867763 0.0016630336202117912 0.040759727782489936 -0.25861070011824822 -0.10694435722437259 0.10958411977315807 0.0073674599176603173 0.030941848602545161 -0.0340578925792853 0.02045524132059099 0.011255019156275773 0.0086067623460498472 0.051543233068797836 0.013557936297192581 0.014936718768409974 -0.028751898885729817 -0.11998537158847536 -0.029905693023855751 0.026008944143114526 -0.03720119921643264 0.025373472104192898 -0.03676114128352944 0.037885566842037144 -0.09597065246330598 -0.017227981508749962 -0.022143028759935075 0.088786058940064805 -0.034920249143287799 -0.14686838528366206
leaf_weight=9.34746307368823 1.8992692207139033 12.613313216310413 3.3184997280295638 7.7238539265727031 2.8985265288247346 10.650951213978258 0.88879656646895711 5.1261561755454776 12.160308380005514 5.3781094279038362 2.7460176144668358 0.18527780764270652 5.9270708506592227 1.5051857421640296 11.784921495302113 7.2474806385798791 0.11561212292872269 9.1210011661678418 75.471298798397129 1.5187431243066374 1.1947269543925356 19.094610024623762 2.7217664801792152 1.904204908901195 90.768283731112206 5.3124617555804425 0.24111853289650653 0.22919425700092677 0.30942194230737996 0.5586464785883436 19.995637071126112 1.5826265301802767 1.3653584850653704 8.6918153884853435 6.793919645388085 5.4305649537309364 0.75126421707682345 6.6643798589316248 1.9773742491051969 0.54570474271895442 3.1576962906692643 2.4824707542029492 7.4656992646559859 3.4267746803925538 3.5566226758128323 0.9761932086694286 0.58327215177269032 42.947562421444673 14.544240136730876 1.5487996529955124 1.5560435092193079 0.62205812940373895
leaf_count=6515 598 3500 1601 1499 698 4106 213 1085 3987 1365 862 25 5815 525 3047 2451 4 1733 50534 634 314 4920 1194 2935 35187 1824 28 55 58 99 4594 607 449 2648 3355 2810 54 1155 544 91 432 1282 1517 942 585 182 122 20381 4882 862 133 33
internal_value=0 0.00680953 -0.0202322 -0.00055575 0.014175 0.0257675 0.0327566 0.00943349 0.00539606 -0.00380041 -0.00245676 0.029903 -0.0361185 -0.0132143 0.0221909 0.00162333 0.0175523 0.0192091 -0.013412 -0.0117287 0.0406099 0.0457119 -0.0282027 -0.020607 0.0028769 0.0179394 0.0107798 0.0343318 -0.00365066 -0.0766623 0.0243114 -0.00249388 0.00154763 -0.00560567 0.020611 0.0277274 0.00404589 -0.0104648 0.0166302 -0.0338167 0.000492648 0.0237132 -0.0282641 0.00355868 -0.000795577 -0.0206008 -0.0179827 -0.0154955 -0.0276782 0.0504087 -0.0469883 -0.067813
internal_weight=0 331.875 114.753 165.948 165.927 48.1433 37.4924 117.784 92.662 145.244 139.866 12.3456 34.4447 46.352 20.7035 80.3165 16.4841 16.3685 80.3085 76.99 8.91858 19.9834 25.0973 19.1702 93.5143 17.509 14.6104 5.54166 9.06878 0.799765 25.1218 63.8324 50.6358 36.8287 13.8071 12.2245 27.4519 12.7514 14.7005 9.37676 9.82208 12.7231 8.83106 8.26901 7.95959 4.53282 13.1966 44.4527 16.4484 4.03127 2.92937 2.1781
internal_count=185071 110961 74110 63778 47183 13710 9604 33473 27794 58918 57553 4012 21341 21504 4860 23782 4188 4184 52769 51168 1813 5133 14826 9011 36049 4471 3773 1879 1894 127 5679 19594 15972 9200 6772 6165 7143 1807 5336 2057 1587 4792 1966 1767 1709 767 3622 20906 7817 2144 220 166
shrinkage=0.1


Tree=35
num_leaves=53
num_cat=0
split_feature=0 2 2 4 9 0 3 7 4 13 12 10 3 12 8 13 6 3 8 7 10 14 3 3 9 4 8 12 12 6 6 4 2 2 4 13 9 10 8 3 14 7 7 6 13 12 4 6 2 2 7 7
split_gain=6.77811 3.06454 1.38047 1.18152 1.12666 0.896475 0.895813 0.842106 0.976454 1.19518 0.972723 0.920803 0.790675 0.584417 0.559318 0.616137 0.614752 0.553049 0.541975 0.559335 0.5904 0.512914 0.50396 0.494279 0.588915 0.48407 0.46364 0.451883 0.481237 0.437299 0.418726 0.386538 1.01408 0.479318 0.384759 0.378158 0.382708 0.364823 0.354916 0.543456 0.342911 0.510688 0.342284 0.337516 0.552686 0.366357 0.334877 0.349156 0.333714 0.331512 0.330402 0.325597
threshold=0.011216961778700353 0.10996983200311662 0.0081858341582119482 0.67544497124016856 0.006859805916291495 4.9263120672549128e-05 0.39817529171705252 0.012078883802837607 1.4478914075060272 -0.011528557615803408 -0.19374372064008552 0.0056228891701831816 -0.0013648625463247297 -0.30476169562788497 -0.0022960504875425146 0.41035195771620364 -0.35542821668186636 0.027462487109005455 0.001048860084772232 -0.0011572964885818331 0.0045495098532329853 -0.31224364565271562 -0.7715106033720075 0.31060405200696556 0.025899592670838488 1.4767826490232905 0.0002558702272716222 -0.28936232593384043 -0.036063167365606601 0.43482911843438471 0.26578289678821176 0.63965676198111765 0.66766968369483959 0.99216794967651378 1.4478914075060272 -0.10308831923024901 -0.049250140475189823 -0.00098846101396768676 -0.0019058915137083684 -0.43048069684300566 -0.1030789630808721 0.0032518510187170796 0.025900480745956325 0.19797439870515662 0.068665977675734943 -1.3465474648453089 -0.13803993006563012 -0.35299119264032192 4.6234461478888995e-05 0.0022069986443966631 0.015264850672637645 0.011244115091677847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 42 7 -6 14 8 12 25 13 18 43 22 15 -4 50 46 19 37 -21 -20 -11 31 -25 27 34 -10 -29 -28 -9 32 -3 -33 -7 -18 51 -12 -36 -40 -30 -42 -2 -1 49 -46 47 -17 -24 -45 -16 -37
right_child=1 23 6 -5 5 26 -8 30 9 10 11 -13 -14 -15 16 17 35 -19 21 20 -22 -23 48 24 -26 -27 29 28 40 -31 -32 33 -34 -35 38 36 -38 -39 39 -41 41 -43 -44 44 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0322981117772815 0.032258396824119434 -0.019052411958759841 -0.01501481873829294 -0.0027760555547924845 0.062645253188029673 0.021826233046403465 -0.053059646882235113 -0.0049593926265100964 0.05269950269076909 0.088562772441359044 0.0056599627045634962 0.071691975133164498 -0.034352997534566526 -0.14021685254949606 0.023690539107089573 -0.065291470242525615 -0.012798968123835207 -0.037292639709319779 -0.046069055153132921 -0.0099918505182877981 -0.13592282027436203 0.073596583588011022 -0.091412931464244174 -0.040602239011117147 0.054050708939872294 0.0030454434322209367 0.044476685825326032 -0.20705226658410936 -0.099357163793758502 -0.018167422389338175 -0.058658902837048055 -0.0023766843476572806 -0.061694394582463889 -0.035907129903088968 0.0019742218948681739 0.0041565820314894064 0.0035750676367433537 0.056701682966302548 -0.15330446446334497 0.02067097258360653 0.0034407390192619869 -0.11864981103509264 -0.0041972927314944423 0.041763547379119054 -0.12625066344064281 -0.0003842323703608618 -0.0053740108975249791 0.063454507915678082 0.0098787632303497311 -0.0039789673671954953 0.099666180587891645 -0.077422730259166281
leaf_weight=32.98571495330998 22.283590793038005 38.165503595106657 60.39458322539258 24.527606100818957 7.6419767016341202 19.824065876102399 3.9606566935653964 10.334636715071609 0.29510837106499854 0.31542373201227758 3.88463365023199 2.7121489167911923 2.2255238291781998 0.54629998753080755 1.9359821112811908 0.21326092694653187 22.037237223058128 1.319268691979232 0.42318373895250294 7.4774142809037514 0.37447906105080608 1.9935532122326538 0.7590222274302505 19.690057720655208 0.6653658028699273 1.5815574277876292 13.190494897095048 0.23707693122560236 1.3674387809878688 1.2076375907636236 1.6726817600865604 19.432028574472501 6.5217012178391078 5.4449771298168335 2.8700160481093921 0.87989209512670541 65.857557337099024 2.1760453575407244 0.3870732057839632 0.31605862069409241 1.1967513635754601 0.46189857285935421 2.9074478747752428 7.1949309580304561 0.22068445308832441 7.8444597376255825 1.351272226187574 2.8668715088642789 0.55423623500973918 2.026691271351865 0.80517387756844971 1.0795421406728563
leaf_count=12446 10062 27085 25475 7319 629 5131 2516 2860 37 31 553 203 1183 65 858 48 10669 528 29 862 27 158 47 15645 397 324 2711 9 97 228 416 10540 9116 2504 350 352 27730 199 29 32 107 28 949 698 40 1050 624 988 145 491 162 289
internal_value=0 -0.00828384 -0.00173289 0.0128475 0.0185752 0.0314302 -0.00618929 0.0121419 0.0158984 0.000192269 0.01068 0.0179283 0.0237809 -0.0524125 -0.0050141 -0.0120359 3.2359e-06 0.0191995 0.00893112 0.00131289 -0.0162883 0.052461 -0.0217769 -0.023756 -0.0374643 -0.042988 0.0250925 -0.063363 -0.0740856 0.0392067 -0.0125149 -0.0197363 -0.0252975 -0.00973588 0.016384 -0.00142407 0.00227458 0.0240972 -0.0137687 -0.0765068 -0.0625317 -0.0314474 0.0280508 0.0263656 0.0150241 -0.00409562 0.0360987 0.0542202 -0.0490992 0.031722 0.0465006 -0.0410782
internal_weight=0 302.34 212.42 49.7186 136.299 45.4373 162.701 90.8616 78.8543 26.3563 21.2164 19.0415 52.498 2.17498 158.741 66.1453 92.5954 5.75067 16.3293 13.9126 7.85189 2.41674 1.62868 89.9196 20.3554 5.13983 37.7953 3.55827 3.26317 14.3981 12.0073 69.5642 44.6872 24.877 23.3972 89.8542 67.817 6.06068 3.57315 0.703132 3.02609 1.65865 25.191 50.2725 17.2868 8.06514 4.4314 3.08013 1.31326 9.22162 2.74116 1.95943
internal_count=185071 153856 88569 18330 31215 9110 70239 22105 18829 2921 2319 2031 15908 288 67723 27663 40060 2188 1828 1641 889 187 223 65287 16042 602 8481 278 241 2939 3276 49245 36201 13044 5542 39040 28371 752 411 61 232 135 11011 14725 2279 1090 1660 1036 192 1189 1020 641
shrinkage=0.1


Tree=36
num_leaves=53
num_cat=0
split_feature=1 1 9 3 5 14 3 4 7 3 6 13 3 3 14 4 5 4 13 8 9 6 14 14 7 4 13 14 13 8 15 8 1 6 15 1 4 5 3 12 5 9 5 9 3 1 4 13 5 7 5 4
split_gain=7.09364 2.23672 1.15309 0.883011 0.771203 0.591537 0.585933 0.605355 0.553645 0.543462 0.469694 0.561746 0.503337 0.461472 0.452799 0.49525 0.772223 0.53058 0.447501 0.609789 0.7022 0.446948 0.443289 0.396943 0.386311 0.500574 0.374382 0.391801 0.366066 0.358441 0.355107 0.366263 0.351103 0.503083 0.337542 0.33582 0.401643 0.69912 0.428882 0.379372 0.547104 0.340523 0.33454 0.333753 0.509311 0.329428 0.564467 0.533856 0.518055 0.404129 0.383342 0.328704
threshold=0.12659992277622226 0.01881686877459288 0.029132597988032451 -0.7715106033720075 -0.51489195722640246 -0.14898361304384897 0.01679143495857716 0.66953435837969566 -0.144962401490873 0.1492182784713805 -0.063926547688437016 -0.19370817061051876 -0.53028562478721131 -0.66720118070952583 0.19576674621023596 1.1242696721050434 -0.024823022284803396 -1.0082781137283143 0.41035195771620364 -0.0042005260523735747 -0.066533785987141589 0.26066202452910742 -0.17409923675684377 -0.46036732413946641 0.0023911208484170927 0.31633912317514018 -0.16213462788520697 0.28972565355332253 -0.15589021074932888 0.10613868661702437 -0.089188280299627762 -0.0020931926993011966 0.00083738649846054624 0.25481039497758534 0.11588181669614818 0.99445050954818737 1.4478914075060272 0.034670820162190107 -0.55428296513855446 0.39494248128259107 0.14289041414362885 -0.0024506902743314956 -0.63255424232174573 -0.010248237563430044 -0.66720118070952583 0.99683645367622387 0.10727824667475906 -0.063302147320744101 -0.22336878073104291 -0.0016607433812996372 -0.21490880786944294 -0.1803963313687704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 5 28 24 10 26 -4 18 12 -12 -3 -10 15 17 -17 -1 19 20 -6 -9 -21 -14 -2 -26 -8 -28 -5 -15 31 -7 33 -19 43 36 -22 38 -38 40 -37 -40 -34 44 -24 46 50 -48 -47 -49 -32 -20
right_child=3 2 8 4 9 30 7 21 13 -11 11 -13 23 29 -16 16 -18 32 51 22 35 -23 34 -25 25 -27 27 -29 -30 -31 45 -33 42 -35 -36 39 37 -39 41 -41 -42 -43 -44 -45 -46 48 47 49 -50 -51 -52 -53
leaf_value=0.0066184122649772317 0.074495258037514819 0.044198257684076106 0.090351266651465409 0.02233875530345494 -0.1234680122217108 0.01873540053570295 -0.039537332411033022 0.035580181209084537 0.087522417537905128 -0.017784780220168696 -0.037501177164529019 -0.0052965066408331386 0.081284219720908532 0.0087652294652433779 -0.037738114690671343 0.035307497497385501 -0.020291289917846164 -0.07075749115897069 0.05252774965952979 0.0309391403778186 0.0090853740729434813 -0.038624180696110309 -0.1411483888656945 0.00091379489739769565 0.065883512547978043 -0.0091915261592191762 -0.012872881672498063 -0.066841695893435846 -0.041461214169237343 0.094631484506473476 0.016707084179922164 -0.10022655448868417 0.14565220273815221 -0.01693047577078937 -0.0027024999887128249 0.061771196712882497 -0.14280003490369186 0.00075912713088546714 -0.0093153363833676055 0.034899939294890797 -0.037193112653784603 -0.089687675051132204 -0.025311529782327868 0.020518413097316581 0.00079528367706688274 -0.069756682508815157 0.093186005614552425 0.039828879871559877 0.079863994134496089 -0.028148954680709021 0.086161960518661609 0.021020335202201815
leaf_weight=4.4552405877093397 4.7054348170095199 3.0099143743573213 1.1088036098080909 1.1733379661600336 0.39499077864456822 0.56188172977999784 8.192119127978911 3.4365224178800409 0.85616295837098633 5.1531528610466912 6.0564138075587826 50.113944459558297 0.60572737264010257 11.894550574645105 21.091595515184054 3.7337381636898499 7.4603083434230921 4.3928199657070754 5.0148748261963201 23.443987730018307 44.647762539065752 1.0452519070822743 0.2498063129314686 43.551958216545245 1.8678442873351744 1.6718361803268633 28.640846603494541 1.3954137826131034 3.7047338358534025 0.48963397185434665 1.6399561773287135 0.45509085474623023 0.097749117136117003 2.88685293918752 9.3713919161073118 0.76871876577933873 0.44959024450508911 11.357587342412442 1.5281749089626833 7.8444813280075323 1.913047456051572 0.79100588586879772 25.191413395988096 46.727665833567251 4.6211680816704677 0.25053150366875376 0.51129805169330023 1.1192705215362342 1.8437943727185473 3.7839265985385322 1.5436297072715186 9.8168004596955107
leaf_count=1984 745 742 201 222 60 135 6507 1957 96 2725 2592 19811 128 3308 13411 1776 3814 5764 1860 5751 16554 268 31 16041 517 272 18843 762 918 97 298 94 95 1174 3383 386 38 2392 281 1504 251 132 23334 16681 1899 54 76 193 224 718 553 3378
internal_value=0 -0.0105051 -0.00401749 0.0152893 0.0130621 0.035236 -0.00667592 -0.0165258 0.0230155 0.0141616 -0.0026028 -0.00877954 0.00475341 0.0172641 -0.0255141 -0.0201553 -0.00172019 -0.0257256 0.0151378 0.0135382 0.006613 0.0181907 0.0192534 0.0020482 0.0557365 0.0305545 -0.0206023 -0.0154178 -0.0260901 0.0122896 0.0207388 -0.0352988 -0.0301513 -0.049504 0.0147523 0.00738557 0.00443603 -0.0102517 -0.0551381 0.0238197 -0.00860761 -0.0371969 -0.0245499 0.0179224 -0.00696607 0.0261178 0.0173832 -0.00229071 0.0615337 -0.0125445 0.0506722 0.0317232
internal_weight=0 229.707 160.397 198.927 178.972 19.9545 146.048 42.7102 14.3492 174.094 103.338 56.1704 47.1676 13.2403 69.3097 48.2181 11.194 37.0241 168.941 154.109 69.6954 4.48177 84.414 44.1577 8.24512 3.53968 38.2284 30.0363 4.87807 12.3842 11.7094 1.01697 32.5688 7.27967 60.97 69.3004 58.7741 14.1264 2.76877 10.5262 2.68177 2.31918 25.2892 51.5986 4.87097 10.6924 8.59808 5.4145 2.09433 4.9032 3.18359 14.8317
internal_count=185030 122705 71353 62325 58446 3879 67651 28337 3702 57306 39314 22403 16911 3501 51352 37941 5590 32351 54581 49343 21598 2225 27745 16169 1534 789 26112 19605 1140 3405 2345 229 30367 6938 21994 21538 19397 2843 451 2141 637 413 23429 18611 1930 2116 1838 987 278 911 851 5238
shrinkage=0.1


Tree=37
num_leaves=53
num_cat=0
split_feature=1 2 2 4 0 4 1 11 11 4 2 2 2 4 0 1 1 11 8 1 12 4 4 1 16 7 14 13 8 0 15 15 16 4 11 14 11 13 12 15 14 7 4 7 8 15 13 13 4 13 4 7
split_gain=6.34772 2.11932 1.42433 0.904881 0.874272 0.73357 1.28378 0.822236 0.691133 0.609561 0.673992 0.655138 0.608557 0.572049 0.567059 0.549076 0.51173 0.492256 0.483761 0.482724 0.569017 0.482667 0.479458 0.454227 0.465558 0.449239 0.442928 0.401555 0.381756 0.378502 0.366926 0.363532 0.483009 0.357201 0.356857 0.353493 0.340017 0.363185 0.334753 0.330436 0.3261 0.329854 0.569291 0.435257 0.443283 0.420292 0.360776 0.757662 0.326024 0.594214 0.325003 0.322371
threshold=0.12659992277622226 0.10549867525696756 0.00022322208678815517 0.27321839369763207 0.0012698932550847533 0.68618109377370107 0.65244099497795116 -0.012066472383452211 -0.1020415014100567 0.65406355149437034 0.43519568443298345 0.97070905566215526 0.00047864104271866387 -0.048446010049716673 0.0020982120186090474 0.74231892824172985 0.02894669491797686 -0.061139904710428988 0.0016909611559535707 0.94229397177696239 -1.3683140255246182 0.025276280512166092 -0.038364395263836268 0.2113011032342911 -0.1242716286172794 -0.144962401490873 -0.098858041543525677 -0.47156830374232434 0.0022556292945378419 0.011216961778700353 0.17927187416916487 -0.2312456967350002 -0.16523501756314848 1.4527123158301227 0.076704857000224114 0.28972565355332253 0.0038194448882961454 0.15913906864090335 -0.22580937198666523 -0.078828456974524994 -0.69956970431664911 -0.0082645411346934077 0.68618651704881328 -0.0011572964885818331 -0.0020007039739730142 0.023156222210720365 -0.051014881214093484 -0.048917776470063436 -0.13123299646570249 -0.034535366811464789 -0.90620554530060626 0.017628392267954804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 27 6 7 26 -3 10 14 -11 -6 17 -10 -2 28 -8 -7 21 -21 38 -15 -5 -25 -18 -4 -1 -14 -19 -29 32 -27 -13 48 50 37 51 -17 -28 -26 42 45 44 -43 -42 -45 -48 49 -9 -16 -33
right_child=2 8 5 23 12 18 13 34 9 11 -12 33 16 22 35 19 25 29 -20 20 -22 -23 -24 24 40 31 39 30 -30 -31 -32 36 -34 -35 -36 -37 -38 -39 -40 -41 41 43 -44 46 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.078175339962095636 0.10459587942947497 0.079973480279111553 0.047721379045211815 0.092082575478290185 0.059881444972637879 -0.0086356369036343673 -0.096627057128387511 -0.0091841561202614854 0.075013339177933458 0.0006548289736946196 -0.050049346788396336 -0.010676020575256944 -0.026606290149065494 -0.026994289741586314 -0.0041863000687859765 0.049436031076969193 0.07340683115448958 0.07691587068311688 0.023039384381340032 -0.12536834332969399 0.072711192070229427 0.060607215669253138 0.025561608988896135 -0.0010326903331830137 0.092994846302767872 -0.079241065445832454 -0.035537883371280742 0.0083127283443822971 -0.0047055964614831532 0.038002729341100674 0.062989480630732175 -0.012212639065970921 -0.012522682285772975 -0.041121877121502462 -0.042239116303241675 -0.061164542765007074 0.0089483824309661893 0.0076204431888525492 -0.085321179440412218 0.023691212278289436 -0.14741436207327488 0.031722008323553666 0.016261620933539347 0.052738978435502272 0.075076503513958642 0.0033707078599894084 -0.1631644590481198 0.017694870709865206 -0.0061737786430619062 0.017535481910237471 -0.028839868958122718 0.0082723080808460095
leaf_weight=1.2792053038137954 2.0846383873613368 0.62471560366975509 6.6704947592443204 0.92947809088945987 1.4198798957222596 28.471921186359396 0.21314337707008135 12.264912485425151 0.55812152232101908 15.854691672939227 13.973684781014979 6.7448902497417285 17.398684733685513 1.9166286252293527 7.4649529325524844 0.23886821949054138 0.76274978985020325 3.8531559384355223 5.7866201765355063 0.13604284380562637 3.3173203800761257 0.67968703472433845 17.157692847258659 7.3865373622575126 0.70357454048644186 1.2599043375739709 1.2723420601505493 6.7801713030021329 14.67451345471545 7.29040809135995 1.4831097013338874 44.379052937090819 7.2757390090173413 9.0221237872174225 1.7559380283710186 2.4973720624084299 25.33990848857502 18.356021866329684 0.66844969981684677 3.4778792963188589 0.40423033991828505 8.8011710265818675 2.9105037271583569 2.9918380631897845 3.2347030439741458 0.32768833211594028 0.21668323304038395 21.569395606571575 22.852221894814647 25.819847406717603 18.890921703844469 9.2766796280047839
leaf_count=166 369 289 1639 126 655 9899 89 4447 130 9341 19955 4261 10359 330 3463 74 173 1825 2072 29 861 139 7491 1130 64 335 381 1567 8737 3497 219 19286 2425 3526 401 1648 8981 6970 107 1111 46 1226 365 344 388 37 11 3014 11499 9314 17298 2921
internal_value=0 -0.00975172 0.014876 0.0282439 -0.00285696 0.00942195 0.0135829 0.00647901 -0.0233936 -0.0242731 -0.031969 -0.0137024 -0.00485236 0.0308705 -0.023354 0.0615342 -0.00552245 0.0486316 -0.00327632 0.0434224 0.064312 -0.00224062 0.0202607 0.0234296 0.0220823 -0.00219065 0.0311353 0.026403 -0.0165941 0.0515579 0.0182392 -0.00274731 -0.0225134 -0.028124 0.00197992 -0.0253013 -0.0010105 -0.00451621 -0.0495783 0.00775416 0.0262292 0.0250281 -0.00366218 0.0278672 0.0434663 -0.0814118 0.0202645 0.0157658 0.00326595 0.00893035 -0.0218645 -0.00866939
internal_weight=0 225.317 195.404 56.6008 149.686 138.803 104.545 74.1136 75.6315 75.0068 43.3851 31.6217 140.143 30.431 29.4114 7.12501 138.723 11.3567 34.2585 5.04037 3.45336 1.587 19.0743 49.4758 48.5463 106.65 11.4207 9.54249 32.0732 11.1436 8.26328 105.887 8.53564 15.767 62.6929 28.8532 97.3517 72.0118 0.907318 4.75022 41.1598 40.4562 3.64242 36.8138 12.0359 0.731919 24.7779 21.7861 60.937 38.0848 26.3559 53.6557
internal_count=185030 122705 62325 8330 62794 53995 42024 28792 59911 59622 42494 17128 60842 13232 22539 1579 60187 5411 11971 1210 890 320 7821 6751 6625 41091 3131 1952 19096 5322 1786 40918 2760 7787 25661 22409 38158 29177 181 1492 5495 5431 448 4983 1614 83 3369 3025 25260 13761 20761 22207
shrinkage=0.1


Tree=38
num_leaves=53
num_cat=0
split_feature=2 2 10 9 13 7 4 10 6 4 2 4 4 10 14 6 10 4 6 14 14 10 2 10 9 11 6 2 9 4 2 4 11 14 13 6 11 6 15 4 16 15 9 13 9 9 12 7 9 6 10 15
split_gain=4.70563 2.29586 0.836135 0.73739 0.646092 1.02835 0.61967 0.672412 0.586177 0.545225 0.76548 0.550551 0.705494 0.542832 0.542091 0.628149 0.707602 0.487857 0.467246 0.42176 0.411279 0.408175 0.401969 0.434035 0.380202 0.369675 0.369012 0.35892 0.358413 0.44681 0.356819 0.353898 0.348657 0.341984 0.355085 0.467404 0.360588 0.310899 0.307978 0.303808 0.427973 0.312568 0.381963 0.307931 0.299658 0.296223 0.325317 0.280934 0.278482 0.252826 0.251924 0.342513
threshold=0.0046054015401750812 0.20778719335794452 -0.007985426796344999 0.083184814515591843 0.042467905735388271 0.066462915469677836 1.4387377455964052 -0.060214714178306768 0.25174418751383393 0.350790289905969 0.56781676411628734 1.4767826490232905 1.3091678732001313 0.013808874123679727 -0.17007524104932151 -0.21160272374793287 -0.07356364307750847 -0.19467196907914069 0.069133952420854627 -0.50333918981332582 0.46016587030084888 -0.045808053277847309 0.97070905566215526 0.001775211591109676 -0.003732509731892457 -0.04468851035327099 -0.25241808270869082 0.0020159155828878288 0.049523023413564099 -0.30208515042684109 0.0015235689352266493 2.0159483403666592 0.012613991151893275 0.37748967376048398 0.51736989349144491 -0.22671618729579932 -0.012066472383452211 0.085167098450777523 -0.25919323450580306 -0.88880341727939183 -0.061599882284430932 0.040379378642869133 0.0065559071042663895 -0.26051581634259413 -1.0000000180025095e-35 0.1170552587076913 -1.1316106039035494 0.0095332555948451376 -0.083102000715763596 0.27942996380358948 0.0027293205917632876 -0.074008155533992079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 4 14 8 7 28 33 10 25 12 20 -7 15 16 -2 -4 21 47 -11 -5 31 -24 -19 49 -18 44 29 -1 32 -13 50 34 38 36 -36 -29 -6 40 41 42 -16 -42 -9 -23 -47 -8 -15 -3 -26 -52
right_child=1 9 17 18 5 13 19 27 -10 11 -12 22 -14 48 39 -17 26 24 -20 -21 -22 45 23 -25 30 -27 -28 37 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 43 -43 -44 -45 -46 46 -48 -49 -50 -51 51 -53
leaf_value=-0.14631936825150968 0.17276735940642221 -0.021137205604280056 0.047733052250734265 0.067957246219540246 -0.02083840502624186 -0.069061249017647985 0.0058335790887119017 0.013965309329049814 -0.016047577481560694 -0.024511871664387983 -0.060870618175441531 -0.066015200480295466 0.014552241185403693 -0.06816470561984854 -0.050598813527542398 -0.0034097627375254593 0.0028185517375898762 0.0083432657352981287 0.048694666954588663 -0.013953117279938091 0.055854839574243545 0.015814450017607406 -0.077618258913316585 -0.029708508411329639 0.024735034693604857 -0.026879801486264884 0.062801255702147285 0.0222464400147648 0.0080968913384793194 -0.0059452930319875315 0.004224096866442764 0.015980979763768274 -0.10140577150141571 -0.034865880852993816 0.090680713880787203 0.045044770844263726 -0.034025434930481935 -0.02756401464325809 0.0074085649200840049 -0.015577193518318162 -0.029212053270194816 0.003047702980016484 -0.000395450453646888 0.0075725223351178709 0.04037481839925415 -0.00046826057678088051 -0.12288086374318606 0.090788646583717936 0.0096249304837388618 0.090181355451516718 0.0080252018830337737 0.052740616317105228
leaf_weight=0.51932631798263174 0.34599029648234125 0.35057066247100088 7.1740134928172656 0.49980488927394651 4.0433478875238498 2.9559726135776137 0.98987171816407016 8.6866412832205313 12.616076818747386 14.882666025710932 8.3510302052954994 0.66739411286835038 8.6200898587776447 0.56818971919710781 4.4424131808373186 15.169240128218915 2.530692396874656 19.065173191577742 4.4247098714113235 15.96184769735555 0.6489257388966515 0.66054375743260496 2.8662787174725946 5.6133883553993655 30.741120922413756 14.525762057290194 1.7089484631724214 2.4194929046861935 0.68676475912798196 0.39519379448757053 7.0344131489509882 2.2559457195166033 0.18850119519629416 1.898638097191905 0.25701375477365207 5.0733941980324735 1.4823253936119725 2.562000270896533 78.274877804507923 67.381056557973807 2.53757408835554 3.5642785360087146 2.2959254454399343 20.805952837819863 8.5389789343280391 0.37106758003938023 0.50606871493073402 0.6267344796215184 2.1323022626675083 0.45267307861649897 2.1976752198352187 7.8646619079736393
leaf_count=120 12 141 3260 84 1432 801 155 3000 3886 14053 13569 678 3268 186 1764 5738 882 5478 738 2623 420 166 986 2278 6348 13363 517 1232 95 93 2989 936 50 911 67 2303 507 785 35558 39312 935 1373 817 6502 2443 95 88 70 564 251 430 1432
internal_value=0 -0.00717298 0.0166156 -0.00276347 -0.00370014 0.00187023 0.0052226 0.0157319 0.00413887 -0.0247758 -0.036531 -0.0169324 -0.00837043 -0.0395829 -0.00874061 0.00640506 0.0387614 0.022962 0.0305059 -0.00901271 -0.0210947 -0.00907253 -0.0350258 -0.04603 0.0203014 -0.0232166 0.0271565 0.020254 -0.0465217 -0.0869165 0.0250437 -0.00302159 0.0286131 0.00693914 0.00783636 0.029748 -0.0148746 -0.00337811 0.00601696 -0.0117028 -0.00393968 -0.0208978 -0.0335388 0.00355484 0.0270847 -0.0345957 -0.0721225 0.0393923 -0.00707749 0.0421854 0.0292572 0.0430056
internal_weight=0 295.781 115.652 236.546 230.084 109.302 41.3869 23.8084 103.646 59.2347 23.68 35.5547 24.1517 5.65646 120.782 19.7549 4.58563 74.2656 6.46219 17.5785 15.5316 2.03748 11.403 8.47967 67.0915 15.329 4.23964 22.2071 1.60128 0.91452 48.0264 2.92334 40.992 91.0296 89.131 6.81273 1.73934 4.98149 82.3182 101.027 33.6461 10.3026 6.73834 23.3435 17.2256 1.53768 0.877136 1.61661 2.70049 0.803244 40.8035 10.0623
internal_count=185784 155181 30603 105238 104067 46215 10616 7768 44664 49943 27324 22619 17741 1551 57852 7149 1411 19987 1171 2848 14473 433 4878 3264 16727 13755 1399 7460 308 213 11249 1614 8260 40778 39867 2877 574 2017 36990 50703 11391 3954 2581 7437 5443 349 183 225 750 392 8210 1862
shrinkage=0.1


Tree=39
num_leaves=53
num_cat=0
split_feature=3 0 2 10 11 6 2 6 6 2 10 6 6 9 4 3 2 4 0 11 7 0 5 8 11 4 5 8 5 3 7 9 7 6 5 10 6 5 2 7 0 6 6 0 6 6 14 10 3 11 8 2
split_gain=5.04662 1.64728 1.38673 0.800148 0.634923 0.541914 0.521343 0.517372 0.513064 0.494089 0.751454 0.593748 0.618102 0.47696 0.468988 0.564653 0.51548 0.438378 0.460808 0.435601 0.39282 0.491527 0.386579 0.385135 0.443931 0.372868 1.1882 0.398428 0.39089 0.367269 0.361549 0.357353 0.35505 0.338326 0.332625 0.33098 0.424871 0.32581 0.644243 0.404792 0.332915 0.324911 0.364395 0.403008 0.316356 0.314097 0.687892 0.301697 0.300063 0.499998 0.318573 0.295915
threshold=-0.056540754914749407 0.002846706891432405 0.065389011055231108 0.00015218380480518963 0.032736265321406416 0.18139963825752956 0.15286651998758319 0.34154477814074463 -0.42646098113416736 0.0049487531650811442 -0.010599657500873929 -0.019592294719348109 -0.019593972664938428 -0.036339321827620542 0.38406041258284923 -0.57911677658557881 0.0042930333875119695 1.4387377455964052 0.00030642122146673506 -0.039579461844878969 0.01570270179966218 0.017712679691612724 0.72509935908089462 0.0097017784648228671 -0.0026339045523718929 0.98896107486097529 -0.032777236367834979 0.05652879087748109 0.27045618398085997 0.53478717105463158 0.021514276784411337 -0.04401209473161536 -0.0012614064278958423 -0.22256248348443497 -0.38299169624886131 -0.016797257819851509 -0.13952574148590505 -0.047492555910424901 0.99755817651748668 0.0022860844987424942 0.062658336013555541 0.25481039497758534 -0.0026317247866172243 9.3806971563026323e-05 -0.24580263177593256 -0.24966157398929342 -0.27923132215831031 -0.00029642367562313874 -0.26438242150470609 -0.0033215912523940181 -0.0022960504875425146 0.00025624934642110025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 6 -4 14 -8 10 11 12 30 -1 15 -3 -17 18 32 -7 21 -18 -23 24 48 44 37 28 33 -11 -2 -21 -15 -28 -12 -16 -37 38 -27 -40 -39 42 43 -36 -10 46 -34 -30 -19 50 -50 -48
right_child=2 7 5 -5 -6 19 8 -9 25 29 34 -13 -14 17 35 16 20 23 -20 31 -22 22 -24 -25 -26 26 27 -29 47 -31 -32 -33 45 -35 41 36 -38 40 39 -41 -42 -43 -44 -45 -46 -47 51 -49 49 -51 -52 -53
leaf_value=-0.078297734654295278 -0.0044607533912148353 0.035391467951714821 -0.014629079877359589 0.040618873092332988 -0.046899743340178379 0.04169651650884993 -0.16335554691147502 -0.02898922634468943 -0.013079112947470909 -0.005144013697973091 -0.031043923913351347 0.008425487605414738 -0.14111490434695959 0.051321828456912515 0.018466712825169162 0.028228538185139436 0.02454416857626654 0.0012101658954310522 0.012508809697438315 -0.057067997999834523 -0.0099961565194702177 0.002690915451103856 -0.11042859962974226 0.07287720731334224 0.04580274897522367 -0.046641328539269028 0.00083236935992764272 0.040799874170842049 -0.090524677220787789 -0.061726706940378698 -0.075210725749898136 -0.0075841630681156725 -0.1108217599191347 -0.058891369123306364 0.10715080370974997 -0.028373466443490966 -0.0010748647297481012 0.13322626121226347 -0.0019487922798650465 0.19503167941661917 0.030176976825469583 -0.0071915248789719381 0.048384078428024911 0.011622896785932627 -0.042535526696029419 0.029976909133250237 0.10067201776926137 -0.041966560191401027 0.0020317828729909766 -0.17803913107728536 -0.07016327403797519 -0.027114880361161317
leaf_weight=0.50504365171218424 2.2261235158475765 7.8829024096949061 35.549769779577218 20.247566802423535 3.2417409146437413 1.6849508888299194 0.27454558775570959 4.4583058183343374 4.412270900738803 83.201153963212619 1.1552976613675152 4.8164110633879336 0.54584184871055175 7.9891092686921183 5.6574740967771495 9.960438177984086 13.298964087024613 8.4908866277401067 16.127482142186636 1.533654941413263 15.542263216822901 30.813219464850139 0.28750676082563487 0.72800898115383539 1.7371518395084393 1.2936172805129897 3.0022671367187268 0.61970391386421475 1.8847083664550153 1.1457793344889058 1.0533567864185895 24.854526391350646 0.51749349921010435 1.3686481463082563 0.44922519277134298 7.5573563311700154 23.056293939225725 0.33818944236554793 0.20899027260020364 0.19002976981573738 2.8394741886586417 2.8071207526845674 6.1975037090232901 8.3531506571598566 21.533366232757547 6.1779069771491795 0.35708673109183997 4.1288590182539338 1.711365271614341 0.21149273225455623 0.93237447770661686 0.33949071947427001
leaf_count=120 914 2885 22082 3462 934 840 74 1517 3602 38890 314 1557 39 1045 1273 4217 4483 806 4600 820 4992 12965 40 52 151 1674 1220 223 596 826 212 12400 40 2060 73 2469 9377 107 211 59 895 699 2953 3707 30087 1108 28 1679 246 16 86 59
internal_value=0 0.011418 -0.010983 0.0240678 -0.00339196 -0.0192524 -0.023557 0.00436311 -0.0310876 -0.00212494 0.00948398 -0.0149361 -0.0442542 0.016742 0.00567108 0.0100491 0.00718309 0.0178311 0.0243396 -0.00733946 0.00367875 0.00846776 0.00158335 0.00297058 -0.00101198 -0.030151 -0.0180485 -0.0362319 -0.0408901 -0.00592535 -0.0274655 -0.0104962 0.0367161 -0.0180298 0.0206165 -0.00371821 -0.00782629 0.0230186 -0.0123403 0.0961363 0.0418174 0.0239955 0.0298335 0.0167022 -0.0375385 0.020846 -0.0253817 -0.0574048 -0.00823939 -0.0361758 -0.023725 0.0392589
internal_weight=0 184.587 220.91 66.0725 115.193 105.718 77.6444 118.515 42.0947 111.951 27.604 8.64173 3.82532 45.8249 114.056 77.7853 69.9024 45.3198 31.5086 28.0731 59.942 44.3997 31.1007 13.8113 13.0833 41.8201 15.8745 11.0042 10.3845 84.3469 3.27948 26.3882 15.3811 4.37092 18.9623 36.2711 30.6137 4.8703 1.69264 0.39902 3.17766 17.807 14.9999 8.80238 25.9456 7.39198 1.21407 6.01357 11.3461 2.85523 2.64374 0.696577
internal_count=185784 56037 129747 11819 51118 78629 64569 44218 42487 50184 10468 2722 1165 8357 42701 29582 26697 8237 6880 14060 22480 17488 13005 1357 1305 42413 8724 5778 5555 39716 1126 13220 2280 3280 7746 13119 11846 2946 1944 270 1002 7432 6733 3780 33689 1235 127 2275 1154 348 332 87
shrinkage=0.1


Tree=40
num_leaves=53
num_cat=0
split_feature=2 0 8 1 4 10 14 14 8 14 0 9 1 10 1 14 11 10 9 4 13 15 4 4 1 10 8 13 8 2 8 11 14 8 10 11 15 4 10 15 4 10 10 1 14 1 14 13 10 0 14 11
split_gain=4.289 2.42955 1.17025 1.16477 1.94752 0.883157 0.626359 0.59562 0.551733 0.534437 0.514073 0.503031 0.497649 0.624208 0.465214 0.423157 0.448665 0.4464 0.407979 0.446837 0.444405 0.398674 0.396305 0.774981 0.62294 0.417874 0.387541 0.361843 0.468174 0.34659 0.341079 0.33679 0.331492 0.329928 0.43219 0.374886 0.675291 0.611185 0.328409 0.499315 0.327042 0.461267 0.40486 0.312752 0.312483 0.310404 0.309302 0.376141 0.305569 0.299346 0.298778 0.298688
threshold=0.15742993354797366 0.0031286454759538178 -0.00044165205407142264 0.53163135051727306 0.67544497124016856 -0.060214714178306768 -0.17007524104932151 -0.01192976462529744 -0.079131274432874418 -0.010738722894996699 1.88436652024393e-05 0.029132597988032451 0.041649354621768005 -0.0018580224801584826 0.88103774189949047 0.42582211276187393 -0.018871121469770231 -0.010599657500873929 -0.036339321827620542 -0.20249008283637457 -0.13095050272711731 0.15172413033321455 1.353957103492019 1.4767826490232905 0.069045573472976698 0.0058971963252291695 0.079461502922999264 0.47368097693605632 0.00086614921681950113 0.0091438265517354029 0.013950569247767997 0.0062945901686314752 0.37748967376048398 -0.0040911423643960297 -0.00067450075195511305 -0.012505857135214323 0.0027894916280205651 0.20776603240405309 0.0517423078867578 -0.16816140209809752 1.4478914075060272 0.0030969131903598335 0.001775211591109676 0.00019004188652615997 0.28972565355332253 0.044718256220221526 -0.20618795118919522 0.9392453912439227 -0.030276407583061073 0.13726279139518741 -0.19170049335289416 -0.0013153367669712925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 50 33 10 -3 -9 -4 12 -10 26 -7 16 -2 -18 21 20 -20 -15 24 43 30 -25 29 28 38 48 -19 46 -13 34 -1 36 -35 -38 -22 -40 -12 42 -42 -24 -26 -28 47 -6 -14 -45 -5 -31
right_child=15 3 7 4 31 14 -8 9 11 -11 40 32 13 18 -16 -17 17 22 19 -21 27 -23 23 25 44 -27 45 -29 -30 51 -32 -33 -34 35 -36 -37 37 -39 39 -41 41 -43 -44 49 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.018962663372193721 0.023824337355204537 -0.044478852245367698 0.077605681114820524 -0.10808841887353399 0.010741598382652217 0.020797709915317132 0.00066214189519877772 -0.15953375154830376 -0.012741097963826598 0.008922261485398434 0.044868256473490638 0.01870741600266821 -0.046647664386960067 -0.014962118292399086 0.046433505476359084 -0.052295364745699215 -0.052689722935052613 -0.038792861634436633 -0.017156529136406789 -0.0048227975201767005 0.0069952701380584549 -0.11756650663644042 -0.003015690388265995 -0.047663402267054837 -0.009011775108392673 -0.0031613611441711344 0.17531743001694999 0.049183932902231192 0.027215172220350914 -0.022043943078648525 -0.007669806461742772 -0.097582190044943631 -0.089198557610080539 0.023634298610554411 0.053614828234349245 0.021232925019582058 0.060188158850042063 -0.13735173694907341 -0.13234796540753652 0.0089459579008168057 0.012845639558509939 0.066193818962962989 -0.083632037226827535 0.0058856551651722544 0.11293069378021262 0.02634145333653173 -0.011365506535085586 -0.15420252607259227 0.013798238192177535 0.063971174621552329 0.018513802686986117 -0.0063319664703030843
leaf_weight=10.453978528870721 2.1696412294950269 3.204726099396793 3.5260100595769535 0.57964506710413843 12.169817048190453 13.814300661269501 26.359221704264201 0.18048058755812268 48.817929426189039 3.8109145291709856 14.473479954061988 12.63725976084606 0.90685438933723972 2.0857213352173853 14.611679046508923 4.5447608729282356 4.4676334776522699 22.43086831026449 4.520492607722189 21.749093843680384 22.781045755853487 0.4470664030232 3.6732264619786283 4.5191302890452771 12.49572309200266 3.9496492583784857 0.16447699462878418 2.9982409638469099 14.693715042214533 20.023803078984198 4.1880651187175308 0.36779757992917339 0.27407343743107127 0.98398860720044445 5.499357185068221 3.6651495863188748 0.18875811238831375 0.70779768025386147 0.41621292075433303 0.58576798967260291 4.8499535465671206 1.5365965725068234 0.46008968292153429 1.5893110558681658 0.19619757648251912 0.64105314701009775 19.473966179320996 0.12229727522935796 8.790472119508193 2.0020432070596144 0.26431318646064283 30.585221712353817
leaf_count=1965 1160 882 309 94 3201 6992 5999 17 29887 973 3328 3904 302 671 6859 2720 3835 28515 2022 11889 8725 93 1143 2244 8556 2039 10 1149 5318 8546 4575 81 67 127 762 646 56 85 29 92 416 107 32 646 65 201 6635 12 3792 818 55 12373
internal_value=0 0.00496962 0.020592 0.000319528 0.0123381 0.0309901 0.0109967 0.0364998 -0.00344029 0.000638368 0.0422563 -0.00275528 -0.0041219 -0.000918137 0.0339957 -0.0228818 -0.0207003 -0.0223301 0.00550872 0.00698523 0.0125684 -0.0337591 -0.0198499 -0.00642829 -0.0252164 -0.0269582 -0.00830835 0.0158141 0.0131925 -0.00923605 -0.0339044 -0.00465915 0.0162986 0.0236567 0.0309537 0.00263392 -0.033476 -0.0954043 0.00451529 -0.0510172 0.0363509 0.0182766 0.00423772 0.0175121 -0.006973 0.0598574 -0.00352983 0.00888246 0.00807134 0.0384201 -0.0688704 -0.012554
internal_weight=0 334.423 76.6958 257.727 61.4038 29.2699 47.8583 28.8375 196.323 3.9914 24.8461 193.119 180.207 131.389 28.426 66.2262 61.6815 59.5118 70.2774 67.7446 45.9955 2.53279 55.0442 15.7334 39.3109 8.46878 61.1119 41.475 38.4767 60.3064 26.6189 32.1339 12.9113 21.499 15.9533 5.54569 1.88054 0.896556 23.783 1.00198 21.3201 6.84664 5.31004 7.26458 12.6919 0.80553 31.7661 12.2921 9.69733 3.59135 0.843958 50.609
internal_count=185019 128703 14822 113881 23929 14000 9640 5182 89952 990 4192 89070 85099 55212 13851 56316 53596 52436 29988 29224 17335 764 48601 6890 41711 4283 25224 15313 14164 25013 33090 9929 3971 3641 2727 914 268 141 8846 121 3883 555 448 2607 8621 211 9848 3213 4094 1464 149 20919
shrinkage=0.1


Tree=41
num_leaves=53
num_cat=0
split_feature=3 0 1 4 1 9 4 5 9 7 12 11 12 12 7 4 13 1 1 7 1 7 0 5 13 4 1 7 4 13 4 1 5 12 1 1 4 9 7 11 12 7 12 4 4 0 15 1 15 13 11 5
split_gain=4.05276 1.76004 1.01226 1.75908 0.837873 0.624223 0.589499 0.843824 0.582337 0.531032 0.615463 0.879774 0.587339 0.498206 0.51668 0.484904 0.519101 0.497093 0.476141 0.560863 0.590446 0.454748 0.434931 0.429018 0.415831 0.408192 0.541791 0.417889 0.401544 0.389908 0.385748 0.544534 0.492242 0.41376 0.378685 0.365576 0.361536 0.358173 0.404589 0.387338 0.412706 0.424775 0.393092 0.344377 0.461169 0.575998 0.531909 0.350213 0.345013 0.334447 0.332737 0.330455
threshold=0.015850491821765903 0.00022114589228294793 0.53163135051727306 0.12188993276738366 0.0012718591606244447 -0.056045380670894131 1.194750959339365 -0.38299169624886131 0.049523023413564099 -0.00076528990690315657 0.69289359366123227 -0.00091019906921671829 2.8941956217402853 0.86808196459868514 0.0018731007075211247 1.4527123158301227 -0.16850906713774624 0.99217537045478832 0.97893041372299205 0.0024942217026006773 0.99683645367622387 -0.075626219429854771 0.029978729784488681 -0.51489195722640246 0.0038058392026879481 -1.2930460648903461 0.040860401466488845 0.088904440563638415 0.62430248628863494 0.077253941827708159 0.55993254975410778 0.55474281311035167 0.41589046585906947 3.2992648220530736 0.9934787154197694 0.90557980537414562 2.1245975209561778 0.019420089096258468 0.025900480745956325 -0.011670664748760688 -1.2709031726000297 0.009756271791688741 -0.93585225287480678 1.6077765528552315 0.83284623893862852 4.9263120672549128e-05 0.030491517814719819 0.99809783697128307 -0.040941247869246418 0.51736989349144491 -0.012947834588478238 0.3057359102793204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 23 28 -6 7 -5 25 43 29 13 -13 14 -12 16 -8 36 -9 20 34 -7 -23 -4 -10 37 49 -28 -2 -11 31 -24 -32 -33 -20 -25 -17 38 39 -3 41 -41 -42 44 47 -46 48 50 -47 -27 -1 -40
right_child=4 2 3 6 5 21 15 18 24 10 11 12 -14 -15 -16 17 -18 -19 19 -21 -22 22 30 35 -26 26 27 -29 -30 -31 32 33 -34 -35 -36 -37 -38 -39 51 40 42 -43 -44 -45 45 46 -48 -49 -50 -51 -52 -53
leaf_value=0.071965426220221507 -0.056367410639475903 -0.028289585944210667 -0.040127665964951556 -0.031401013692457125 -0.057077258604522341 0.037972443960676366 0.080645236615716875 0.012785070073114441 0.04061124296708514 0.052662982980478737 -0.18549813198632203 -0.12051714447580493 0.032865011758399003 0.018914852012250717 0.024154432038639193 0.036839399947681178 -0.018451166625579211 0.02554602188433483 0.026829160127100973 0.085383054489904908 0.07844900576853496 -0.064803514230732426 -0.016122869425155586 0.03159063376796957 -0.0055335513090544949 -0.015972181395123825 0.00075163773904955364 -0.043756442992398926 -0.025455858776496993 0.0066584851880923807 -0.0068577140349091589 0.028002063399294147 0.03139740806116742 -0.14912387251141426 -0.038363526777422302 0.061140735485134816 -0.018299247621743505 0.040971719085167758 -0.049629747652929851 0.026428567253326471 -0.011344595819839497 0.10093686667852808 0.028701306648024751 0.07172714405853263 0.048417957147648204 -0.065294337148715895 -0.14260063708016396 -0.10769686668065995 0.073696685897997924 0.057817986468991125 0.032085212617824349 0.0061833849466382956
leaf_weight=3.3277748574910193 5.4947893750440953 1.9629491963642109 0.61862742778612556 3.1931600250645742 2.8699917235735475 1.9316381072094362 0.52888524539594328 14.780769208460699 5.7558168918694701 5.1457873202944011 0.23431108261138422 0.91184891264856449 0.33255208874470554 6.175021810864564 0.21363338324590586 1.419979337995757 16.55009201435314 8.5221327519757306 2.7929586633381396 2.2407045957297669 1.5483079270043161 1.4535586608290021 57.145399029249802 10.280475181290059 2.9452625427366002 32.947100369693999 109.08530369409164 2.1335146788915145 18.019118750537018 2.8731047241071792 12.629508713152974 3.8610146659548259 4.56487850430858 0.11922004357620597 1.2873283357603211 7.1470678906657659 6.878974196879426 3.3481634070922146 2.1038179379538624 2.9092420472479747 5.0634326651488673 1.0308277525182346 4.7209149938207657 3.2830751851142841 0.95818594241427435 0.37113845277053781 0.42096793706150493 0.13297796287952302 0.31278336366813131 0.60901105128141253 5.7429076148710037 2.1149130970152328
leaf_count=402 7674 454 126 795 1585 1013 94 7278 1200 631 21 74 34 669 28 887 2649 1532 959 1080 638 854 46627 4959 674 20825 47345 586 9064 466 8707 1948 1267 27 437 3349 1575 732 399 737 1178 212 1187 215 94 41 47 25 53 314 821 431
internal_value=0 0.00671615 0.00399742 0.0135016 -0.0160237 -0.011377 0.00523212 0.0166037 -0.00018687 0.0294359 0.0167664 -0.00310932 -0.0796408 0.0114432 -0.0883769 -0.00344094 -0.0153026 0.00860598 0.0233904 0.0432372 0.0262455 -0.00975977 -0.0109237 0.0408467 0.0250119 -0.00149422 -0.00346985 -0.000108949 -0.0327161 0.0362306 -0.00990938 -0.0136307 0.00332022 0.0220636 0.00618449 0.0437586 -0.00880686 0.0107988 0.00569212 0.0130855 0.0190318 0.046284 0.00799425 0.0432322 0.03483 -0.00784763 -0.0566365 0.0443933 -0.00147438 -0.0146034 0.0468271 -0.0217403
internal_weight=0 284.956 254.52 77.7895 108.089 84.5752 59.7433 25.8432 176.73 30.4361 15.8863 7.86737 1.2444 6.62297 0.447944 33.9001 17.079 16.8211 22.6501 7.8693 5.62859 81.7052 79.7736 18.0462 8.70108 168.029 144.775 111.219 23.5139 8.01889 78.32 61.1256 17.1944 3.98023 4.08029 17.4275 8.29895 23.2543 19.9061 15.6874 13.7244 3.94007 9.78435 14.5498 11.2667 2.06308 1.10489 9.20366 0.683922 33.5561 9.07068 4.21873
internal_count=185019 106253 102632 26358 78766 62028 17924 11187 76274 3621 1923 826 108 718 49 6737 2743 3994 10392 3114 2034 60443 59430 8434 1874 74400 69070 47931 16738 1097 58576 48602 9974 1975 1396 8308 2462 5330 4598 3768 3314 949 2365 1698 1483 235 141 1248 94 21139 1223 830
shrinkage=0.1


Tree=42
num_leaves=53
num_cat=0
split_feature=1 2 7 1 8 7 5 4 9 11 2 6 2 4 4 6 11 2 4 5 8 2 4 7 15 11 16 1 5 16 14 16 11 14 1 2 5 8 2 7 2 7 4 16 8 4 8 4 6 15 1 16
split_gain=3.49372 1.28934 0.929764 0.757144 0.712949 0.684441 0.588647 0.567112 0.559404 0.545548 0.529949 0.509141 0.486257 0.447066 0.443357 0.427658 0.417973 0.416082 0.403312 0.399665 0.39947 0.38626 0.377547 0.493034 0.371581 0.366306 0.366263 0.36051 0.761466 0.3657 0.528625 0.730167 0.352536 0.349669 0.34621 0.345451 0.344166 0.341379 0.335016 0.334451 0.318732 0.304046 0.303023 0.301481 0.301015 0.406793 0.592015 0.297981 0.294404 0.286794 0.28677 0.286586
threshold=0.053336273878812797 0.03072356712073088 -0.075626219429854771 0.0011463077389635148 0.0013205322203850135 -0.0022018478913791262 0.40672953578948684 0.30669861409223204 0.010804417706478274 -0.00091019906921671829 0.99755817651748668 -0.2432465040438288 0.083920527249574675 0.37529255658543054 1.3861729212841993 0.16813095580128609 -0.001699344970709717 8.622083441878205e-06 0.68618651704881328 -0.46023882216289547 -0.0022960504875425146 8.622083441878205e-06 0.31633912317514018 0.023048749919156938 0.32265472763059949 -0.0051750737314662102 -0.14000026222809137 0.94229397177696239 -0.48980527591289524 -0.055456108015962381 -0.32548755463298412 0.032851800421049564 -0.0011383816491139502 -0.19170049335289416 0.99874538183212291 0.31236897408962255 -0.63255424232174573 0.0038842756950978876 0.055274022743105895 0.011513321735673661 3.6280936228649811e-06 -0.0012614064278958423 -1.3752011157201827 0.063895212736270066 0.05652879087748109 -1.2713528930891254 0.010649719472004692 1.4527123158301227 0.25895431973554617 0.012153889582142528 0.69866985082626354 -0.10475186761423537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 7 9 8 10 -4 -3 13 11 33 -13 27 19 43 44 -18 37 32 -9 25 23 -11 -1 39 -10 42 -29 -30 31 49 -14 -5 -27 -21 -19 48 -20 -15 -24 -22 -2 -7 45 46 -6 -16 -8 -31 -25 -23
right_child=1 5 3 6 16 15 18 20 26 22 -12 12 14 21 47 -17 17 36 38 35 41 51 40 50 -26 34 -28 28 29 30 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.022804411540321968 -0.050118687026286093 -0.017925686180334448 -0.063252363522797228 0.057014240273481488 -0.11391721446435268 0.0039430418330653775 -0.01388741349948883 -0.05903730806983222 0.054741885678339909 0.013497376627593347 0.23799996321682948 -0.011101418147893061 0.059726756352070857 0.038386996783788194 0.038197053707880707 -0.011328430516227311 0.077338291190460484 -0.13049541936186657 -0.083028774218054602 -0.027327002061329826 -0.0011586224089928322 -0.0096407394713703271 0.042057228011942269 -0.028315187994424187 0.11388403528590266 0.006323952803138768 0.0011671526476460532 -0.07943034364331468 0.083511099440296055 0.017866009930327123 0.049476684129042783 0.064154293260328885 -0.02352788696856363 -0.001091443555492892 -0.091953242751964079 -0.054142037646863955 0.0084834183283546121 0.031696413287538409 0.00055331316687713748 -0.02942944531988578 -0.030739860959610579 -0.027600619230230824 0.017955144454969301 0.020701553082173113 0.072522977467855063 0.031784475788219649 0.039875025922985516 -0.038052811029660454 0.028298529835240002 -0.1615405839386633 0.08573252496058209 0.0078932122671221943
leaf_weight=3.2644193825872203 0.65525251986400945 31.593080165466745 4.2639702716355741 1.1263189275305183 0.46113214016077364 34.710148109256806 5.1968363870601006 2.729623789541626 1.5250210605408936 13.299404975788098 0.065699425249475918 40.065637951714962 0.80355549595697118 8.5725592685776029 1.5339575675170629 12.810683719008464 0.86960008140886103 0.16295330628054117 0.81925026088720088 13.058828133619508 6.7541521013317913 12.510499116101526 0.64905280712991853 4.8235256817115433 0.50469814112875599 2.2045417548215478 7.3896921251116492 0.47311568225268263 2.1816492341986304 0.11296142612991378 3.881735299160936 0.38014574642511434 1.3198856570706983 10.938274990208809 0.41004065028391767 7.6622087606547202 13.835514077500191 5.7885903317019256 1.1226734758092787 0.78174606594257134 6.3354920021156431 12.200328315240757 24.52831367296676 15.530815694793999 1.7030568367117656 22.836985842178368 0.51066689386789221 0.74887816792943329 2.4053754397282319 0.35344926282414235 0.21419630941818457 36.414520934426037
leaf_count=1539 160 17129 6135 400 64 17037 2066 1583 450 5089 9 22700 488 715 564 4941 64 57 143 12345 4323 3527 51 1462 146 180 2822 62 1024 50 1821 178 782 6866 21 14981 5052 1967 457 105 2444 6731 10089 6672 247 6740 96 717 647 53 113 10855
internal_value=0 0.00713938 -0.0133162 -0.0148717 0.0127897 -0.00154539 -0.0106398 -0.0299656 -0.0116853 0.00888512 -0.0141886 -0.0144572 -0.0179487 0.0124122 -0.0288514 0.00497049 0.0242666 0.0109216 0.00725297 -0.0330488 -0.023374 0.00735071 -0.00413257 0.00340726 0.0354728 0.0234394 0.0104218 0.0218671 0.0412829 0.0497288 0.0338897 -0.037134 0.00820937 0.00440828 -0.00960034 -0.0372802 0.00670381 0.0134384 -0.0351368 0.0326749 -0.0238864 -0.0181882 0.0161502 0.00912898 0.0320311 0.0290833 -0.0338296 0.0130838 -0.00050506 -0.11902 -0.0231845 0.00340779
internal_weight=0 262.722 122.373 118.604 159.162 103.559 92.656 25.9481 40.5078 118.782 77.3232 77.2575 65.193 93.4605 25.1273 63.0516 40.3799 14.8681 15.3327 22.8445 21.6841 60.8939 25.3217 18.3371 3.76912 11.9689 8.91471 32.5666 7.38306 6.90994 4.72829 0.846556 2.12344 12.0646 2.61458 20.721 13.9985 13.3908 1.94192 9.35431 6.98454 18.9545 25.1836 50.241 25.5118 23.8088 0.971799 2.28284 7.60221 0.466411 5.03772 48.925
internal_count=184959 99370 85589 83904 50319 49051 65132 18772 20401 37999 59852 59843 52577 28840 29877 28650 12320 5173 5280 28596 12637 15403 9159 6664 1685 1021 3272 13437 3188 3126 2102 281 1270 7266 201 27326 5109 4680 600 820 2495 11054 10249 23709 7147 6900 160 1281 2713 103 1575 14382
shrinkage=0.1


Tree=43
num_leaves=53
num_cat=0
split_feature=3 3 0 8 13 8 14 7 7 13 10 5 7 5 6 9 6 3 4 5 13 14 13 0 7 14 13 13 3 8 6 13 4 4 8 0 8 5 5 4 5 12 12 7 10 12 4 3 3 8 5 0
split_gain=4.20946 1.11001 0.95959 0.678054 0.621872 0.540847 0.47176 0.384545 0.379659 0.398109 0.73949 0.539078 0.415326 0.403151 0.361766 0.346422 0.428072 0.348464 0.327491 0.475808 0.391802 0.329781 0.324484 0.359231 0.318779 0.429494 0.312841 0.312708 0.350499 0.325708 0.306445 0.289001 0.291007 0.355894 0.27803 0.283128 0.271025 0.267496 0.266176 0.264622 0.407977 0.282366 0.263359 0.248447 0.248108 0.245159 0.244385 0.337169 0.436537 0.494966 0.430403 0.52564
threshold=-0.058264774270355695 0.23753416072577241 0.002846706891432405 0.079461502922999264 -0.51623128852809341 0.0066922794215406372 0.42582211276187393 0.00038500490431343548 0.075882613440221278 0.29611451930468752 0.030195577368376247 -0.48980527591289524 -0.075626219429854771 0.20874957982895018 0.50879542299550817 0.0082414119595097483 0.25481039497758534 -0.7357085958305446 0.21999297741699955 -0.63255424232174573 -0.54218399022269492 -0.11884540379330051 0.39795221609995235 0.0043244927655905494 -0.0023028253057077249 0.10915595348648803 0.71507578003342198 0.21839649217601365 -0.44968130066990847 -0.0046682964601348085 -0.095297358933567569 -0.093864513243436906 1.4767826490232905 1.3091678732001313 0.05652879087748109 0.00030642122146673506 0.0042115207730203498 -0.25449272230181313 -0.18992842671990406 1.4479227550631293 -0.039125840595082749 2.2266697637820037 1.0000000180025095e-35 0.0056664513949952261 0.02319050287948141 2.4757110747844173 1.4387377455964052 -0.46873228531330818 -0.92490219045430411 -0.0020007039739730142 0.26666302102910705 1.88436652024393e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 -2 7 14 15 9 12 11 -11 13 -6 31 17 37 -1 19 -4 -21 45 30 -24 34 -26 44 -19 -29 -30 -22 32 33 -3 35 -14 -27 -17 -25 41 -41 -23 -35 -44 -13 -20 -9 48 49 -48 -50 -52
right_child=1 6 3 -5 8 -7 -8 46 -10 10 -12 26 24 -15 -16 16 -18 27 21 20 22 39 23 38 25 36 -28 28 29 -31 -32 -33 -34 42 -36 -37 -38 -39 -40 40 -42 -43 43 -45 -46 -47 47 -49 50 -51 51 -53
leaf_value=0.043449581200924334 -0.044546144735634965 -0.013567353318004551 -0.092970435361708931 0.085142337621732553 0.053778032136192512 0.04420598050268567 -0.071048563072112894 0.016754063605989335 -0.036807938572317421 -0.086742567721194735 -0.056691009779199032 0.012158193804511845 0.045818049529290479 -0.023392687354073911 0.1008281971173981 0.086524447867750598 -0.007705111855695012 0.0037310746497121409 0.0024885158813828059 -0.054803616212008757 0.017923942940592838 -0.010138119792731069 -0.042834371925484588 0.0018925113005833435 5.6040671523450309e-05 -0.032555445490131181 0.062724706795263097 0.07845291150304283 -0.011112486375412902 0.07540900323710209 0.0034013753745478488 -0.033622944197629165 -0.050786277148400595 0.11621959572940649 0.044272109862706105 -0.014176080914581233 -0.006610714977288064 0.04138635998090779 0.048324166190174475 0.079761603387411797 -0.037054712572801581 0.024643406739742406 -0.0013749242878622662 0.14555986335723228 0.084066907264267202 0.03243969366207354 -0.14683678577696832 -0.030924374453511719 0.065909649940372392 0.004638494023027781 -0.087288380040774577 0.017417500173789093
leaf_weight=4.3792180120617585 4.1147331143165493 7.4085824266228482 0.43126622890122135 1.066696392284938 2.1519872249009491 9.3153638970743469 2.2801034387148311 15.042074404651432 3.7242011087873825 0.47531966871611153 1.5075750778996724 13.25514830941847 0.78054945758412841 0.97190305632830121 0.21430525061441486 1.7473882234698974 1.4074375350173793 11.827222307849299 13.846504245660983 0.8944339780464351 23.154016403619607 12.815401617321188 0.59312714211409812 1.6167499697839955 73.813422011115563 7.0773283703640599 1.4964625498287212 1.3025832576568066 1.5625051227652877 0.58355939254397426 38.989943600360675 15.150178953014574 1.6126917016190425 0.33353910670848552 0.83164174158446158 58.997497685019425 9.3362265386695054 5.4895725002952513 5.2265445112825546 0.30229664679791302 4.8387658467690917 2.8357005578091039 0.9638834898069033 0.11303376760042738 0.4810207089394688 3.3883883359412712 0.33825769170653075 3.0642281828186224 1.4703888148942494 0.54517642181599502 0.53974490333348546 3.4138883051055018
leaf_count=765 3500 9404 199 241 968 1695 1312 4345 1335 127 502 6275 170 394 220 238 208 2159 4525 330 8585 7408 202 649 38825 4892 792 244 342 121 15324 12272 760 161 431 40475 6314 789 2116 120 1308 1491 386 44 222 898 25 362 146 57 26 260
internal_value=0 -0.00910284 0.0120613 0.00645107 -0.00620195 0.0220056 -0.0275835 0.018069 -0.00529547 -0.00460616 0.00980892 0.0162476 -0.00621896 0.0297722 -0.0236958 0.0259997 0.0426756 0.0186339 0.00566688 0.00968146 0.0103327 -0.00181979 0.0111836 0.030903 -0.00696773 -0.00319882 0.0195576 0.0114781 0.0378927 0.0128364 0.00881583 -0.0248076 -0.0119698 -0.00478463 -0.0125758 -0.0133795 -0.0178207 0.0524685 0.0373875 -0.0102944 -0.0299372 -0.00381573 0.0409464 0.0161395 0.0147807 0.00840401 0.00886387 -0.00380799 0.00941482 -0.0550946 0.0200659 0.00279978
internal_weight=0 207.091 172.028 110 179.015 62.0286 28.0763 52.7132 174.9 171.176 17.2155 15.708 153.961 3.12389 25.7962 28.2995 8.6444 19.6551 108.933 70.9061 70.4748 38.0271 69.5804 7.43642 150.837 90.227 15.2326 15.2759 3.44865 2.14606 62.144 25.5819 10.4317 8.81904 60.6097 59.778 16.4136 7.23696 6.84329 20.7922 5.14106 15.6511 1.41046 1.07692 13.7362 17.2349 24.4138 9.37168 6.30746 0.883434 5.42402 3.95363
internal_count=184959 129781 55178 43396 105222 11782 24559 10087 101722 100387 7918 7416 92469 1362 23247 4866 1235 3631 43155 27405 27206 15750 26876 2967 91107 50031 7289 2866 707 463 23909 23027 10755 9995 41076 40645 11206 1027 2765 10327 1428 8899 591 430 6497 5423 5221 876 514 82 432 286
shrinkage=0.1


Tree=44
num_leaves=53
num_cat=0
split_feature=3 2 3 3 11 1 13 13 1 6 1 13 4 12 14 4 1 4 11 16 4 2 3 12 14 4 11 11 11 6 11 1 13 12 3 15 6 12 12 4 2 14 4 16 12 6 3 11 12 6 14 7
split_gain=3.62667 1.17101 0.834836 0.795345 0.511943 0.459452 0.459939 0.448921 0.525086 0.500999 0.713681 0.633268 0.417953 0.41214 0.392507 0.379666 0.509155 0.413698 0.359709 0.354787 0.335757 0.36651 0.335614 0.375853 0.324689 0.361558 0.309142 0.306463 0.335578 0.302554 0.300723 0.340685 0.378814 0.295598 0.352913 0.290171 0.481874 0.291918 0.491258 0.320269 0.295675 0.287536 0.285534 0.434549 0.284737 0.284481 0.283217 0.394206 0.280689 0.266628 0.259031 0.257058
threshold=-0.058264774270355695 0.0081858341582119482 -0.37928709574043745 0.45236356509849435 -0.00036607980164553858 0.028244880028069023 -0.13095050272711731 -0.21456196389547996 0.99683645367622387 0.16813095580128609 0.99534648656845104 0.29611451930468752 -1.3752011157201827 2.6466800386886358 -0.37850874953534713 0.68618651704881328 0.23395855724811557 -1.1877089368645246 -0.035542890896730919 0.021610126268166913 1.1658198222839322 0.96630269289016735 -0.53028562478721131 -1.4528698028187319 0.030353075217779257 0.42477139345091902 0.045412476250501467 0.0029110020801961082 0.0024287638706443622 0.29925930622259839 -0.025259897965999163 0.99683645367622387 0.15913906864090335 2.4757110747844173 -0.84711981238797296 -0.10073321807088428 0.12806483468248719 1.7105669587147494 2.1839449671835545 0.050612224777499347 0.00059687270550057303 -0.048808297437147062 0.70725639434630228 0.030228908422311386 2.1384749750507379 -0.34426286854728966 -0.84711981238797296 0.076704857000224114 1.0606336931530047 -0.026611880724090622 0.17390334686317935 -0.066146508404885659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 5 15 18 51 22 9 27 46 44 -6 -2 45 16 -4 -18 29 -8 -20 -22 -1 -24 -5 -26 -16 28 33 -3 31 32 -15 34 -9 36 -19 39 -39 40 -37 -40 43 -17 48 -14 47 -11 -12 -27 -21 -7
right_child=1 3 4 24 12 6 19 8 -10 10 11 -13 14 30 26 42 17 35 20 50 21 -23 23 -25 25 49 -28 -29 -30 -31 -32 -33 -34 -35 -36 37 -38 38 41 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.065707690571316479 0.01310738952869508 -0.0049796657079222437 0.005214174938016178 -0.010161946726588468 0.025959178264107277 0.031026535669414941 -0.0095898266051314043 0.038214224966615251 0.045401685476191764 0.049167971072070743 -0.061945150701360252 0.063919568278849537 -0.13959959369005198 0.12379556431002332 -0.0067868679558595758 0.028630369657500251 0.11049815648023763 0.031131752523352943 -0.024842709425566302 0.0053993404547037875 0.015049017011860925 -0.019286130102237536 -0.087590251526169394 0.031915157683792071 -0.064321846066234298 -0.052866028233503816 -0.04495550376792054 0.044018837352901463 -0.063259470457443984 0.077841541537456052 -0.034456915876776774 -0.080781941758665141 0.00061419075354456347 0.046154106001642548 0.0086876560621295933 0.099940425532229593 -0.041005236804509682 -0.037407682383849054 0.044674670602397298 0.022218492123116898 0.042423679098478585 -0.021331308736339552 0.00029874525653639656 -0.16870043786092589 -0.010762521300917944 0.066311241425112508 -0.00027889503854297879 -0.11557730575961672 -0.16433579147096952 -0.0084755511580036288 -0.025135211288121559 -0.023089110259354229
leaf_weight=3.4824570483942807 26.88445553948441 1.2542359329127055 25.673171986587477 3.7997452310883082 4.1603665614966294 0.90552327261684951 47.863808854202489 4.9900990720507279 5.7989506951744252 2.1464751866697038 0.59017872952972428 0.32452825922518957 0.055711233988404274 0.38167333335150011 32.138458645660194 0.19453860148496716 0.54342904766963585 1.9855319261441793 36.812181504741602 37.411908897327521 5.0042598136733423 8.1478501541569113 0.2878138467203829 1.9011902746660769 4.8453368282641787 2.2956992176332278 2.2555308743176274 4.6715838163181607 0.50169833254039886 0.6611323396427905 3.4098284186111405 0.24382809612143308 0.66669802901742514 3.2739661019404585 21.218386562824897 1.0793690843875099 1.704587972100853 1.6200032910237485 2.7028339609896648 7.8969407285021589 5.2658493117828584 0.85955855023348737 18.89803836684041 0.23090977934771217 0.37011299893492822 0.96985149173997232 10.850957138036845 0.13918479904532421 0.5318365502753295 3.2797556815457938 2.9836053597791752 18.973453388817688
leaf_count=648 12022 475 9098 3784 923 368 26674 1576 1055 320 57 37 10 63 14119 113 70 848 37819 17465 2829 3828 60 450 5582 1795 641 1375 177 329 1267 33 137 944 7184 423 445 504 653 2763 2595 357 5403 34 29 237 1878 27 35 1822 1380 12134
internal_value=0 -0.0093824 0.0103752 -0.0125938 0.00509877 -0.0105771 -0.0068638 0.019721 0.0169674 0.0136287 -0.00166942 -0.0601031 -0.00395799 0.00832952 -0.0074832 0.0103197 0.0149726 0.0255504 -0.0183123 -0.00376673 -0.0199444 -0.00621926 0.0464871 0.0156293 -0.0352452 -0.0443588 -0.00931164 0.020227 0.0164965 0.0240563 -0.0189356 0.0219345 0.0467631 0.0178907 0.0143314 0.0234707 -0.00222716 0.0283502 0.00799322 0.0357386 0.052457 0.0287217 -0.00156136 -0.0809162 -0.0875078 0.0529597 0.00648093 0.0383296 -0.112266 -0.0268622 0.0031341 -0.0205988
internal_weight=0 205.825 169.314 174.238 108.235 160.018 108.138 61.0794 55.408 49.609 14.9533 1.81666 39.5799 31.5865 35.4196 68.6548 49.3313 23.6581 51.8797 88.2593 49.9643 13.1521 5.67146 2.189 14.2205 10.4208 34.394 34.6557 29.9842 1.91537 4.70203 1.2922 1.04837 29.4825 26.2085 23.1147 3.69012 19.4246 5.1824 14.2422 6.34522 3.56239 19.3235 0.425448 1.49213 1.02556 13.1366 2.28566 1.12202 5.57545 40.3955 19.879
internal_count=184894 129806 55088 116284 39236 103301 58021 15852 14694 13639 2383 158 15930 13522 15007 23306 17756 8658 45280 45519 44476 6657 1158 510 12983 9199 14760 11256 9881 804 1500 233 200 9704 8760 8588 1293 7295 1514 5781 3018 1010 5550 147 121 247 2225 347 92 3617 18845 12502
shrinkage=0.1


Tree=45
num_leaves=53
num_cat=0
split_feature=0 1 3 14 1 4 5 3 14 4 15 6 5 5 3 11 3 14 10 11 11 4 10 11 10 14 14 4 15 9 1 3 0 6 14 10 9 15 10 0 6 15 15 3 0 1 4 9 0 9 12 15
split_gain=3.33932 1.57781 0.721528 0.658819 0.553412 0.855073 0.525423 0.452227 0.434343 0.429834 0.429536 0.391262 0.373175 0.429147 0.36472 0.444029 0.333588 0.329604 0.399539 0.446811 0.325592 0.319852 0.763437 0.391763 0.340972 0.340273 0.308481 0.30729 0.311468 0.32461 0.305528 0.307274 0.328232 0.300005 0.296159 0.296002 0.285986 0.281968 0.391414 0.367878 0.657089 0.279365 0.276077 0.274896 0.266408 0.265637 0.263075 0.245538 0.279962 0.246539 0.244038 0.23808
threshold=0.0056167792063206443 0.028244880028069023 0.1492182784713805 -0.034251234774167048 0.37604363262653356 0.10069016339144334 -0.51489195722640246 1.0000000180025095e-35 0.12096129028042935 1.4072265869433704 -0.13766748663771031 -0.22671618729579932 0.40672953578948684 -0.46023882216289547 -0.57911677658557881 -0.0012537134225560889 -0.55428296513855446 0.26077558253119398 0.012026915982542109 -0.018871121469770231 -0.0033215912523940181 1.3091678732001313 0.00646803177220858 -0.0049135511256373872 -0.01518198673751836 -0.19643796084557555 -0.50333918981332582 2.1245975209561778 -0.045726389253013415 -0.00071719035785072088 0.82048600912094127 0.050910916179418571 0.091871082782745375 0.27208818693517051 -0.31224364565271562 -0.0031876819272099711 0.017874178101594546 -0.0065266452539349627 -0.0039881218824551054 4.9263120672549128e-05 0.045931745024469624 -0.25919323450580306 0.031567590067521238 -0.48878429736942047 0.19536764174699786 0.85303664207458507 1.4767826490232905 -0.012030247304498263 0.0018742651445791127 -0.010515861949318082 -0.84422672357156725 -0.19202180858683471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 4 10 14 6 -6 9 44 47 16 34 13 -13 15 -3 -1 18 -2 42 -11 23 24 36 25 -23 46 28 29 -22 31 -8 -33 43 -7 -19 -12 39 -39 40 -26 -15 -20 -18 -4 50 -16 48 -5 -49 -14 -45
right_child=1 2 8 7 5 11 30 -9 -10 20 21 12 45 41 26 -17 33 35 19 -21 27 22 -24 -25 37 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 51 -46 -47 -48 49 -50 -51 -52 -53
leaf_value=0.044599524139197579 -0.019903925608105045 -0.016722120414962693 -0.063247073260595602 -0.051491885743375487 -0.056748109865533691 0.020761576275087307 0.024852587121827651 -0.077446647784229425 -0.057978480046897533 -0.068146096044422955 0.030831899881475191 -0.045721248769762579 0.060135812875377163 0.09008186321849479 -0.036635840874906331 0.058941838895869847 -0.064514104629018951 -0.071312288228923909 -0.007805118388947237 -0.0072432927462126751 -0.02150044337896875 0.0014041216706649558 0.066952676900762051 0.016750265942919583 0.0023784778184260391 -0.066975484393214144 -0.003863057749671973 0.064294757843834482 0.0038854871696363067 -0.18730566269470991 0.048501361170072588 -0.1474003700893643 -0.00056147382202049003 -0.060967640498751023 -0.038692359447545684 -0.027471949197771597 0.0559516863569832 0.0031409856114143794 0.045908919211165744 0.01034434154474613 -0.13764818048867328 0.011132167914019686 0.078098273691785125 0.025929789290836686 -0.010013834128155208 -0.003103385440413151 -0.18071608557712887 0.10715455743249647 0.014039142552479608 0.014191727392704443 -0.050764016065083101 -0.018186144201251697
leaf_weight=1.3169878931403216 45.876182882465628 1.2587826355229483 1.0122018584825117 1.2347915560276335 0.70563369631418282 1.052906978438841 9.737877685294734 0.71010362873766908 2.8493645318667395 1.2942130504015952 17.143493742268223 1.3125076535216056 0.20239253909676369 0.43910678166867256 1.0433035987043684 1.9766491515911173 0.59271653747055086 1.8015848158975138 0.55966832742342276 8.668550265772863 0.28743995958939195 2.1150764475751207 2.4237343911372582 14.854371292703489 0.98816578823608014 1.0913193384622051 136.88773821422546 0.48004662766470563 1.0975043538346643 0.18927106613409739 5.9621866197244335 0.19292804347060233 0.55025500306510366 0.97257106168035523 3.9098167895426732 10.487748787101278 6.2139566903570076 4.0274360104158466 4.5551464583695518 6.0342162672313862 0.48904873924038839 25.405978471106213 1.0930288386989557 2.7739260269518122 10.954393840850569 6.4875056292512454 0.12959001824492578 0.27541942427342547 1.3475647966024551 11.639859588504804 2.2926626617845596 2.1611883183832101
leaf_count=302 41987 377 555 347 201 252 5061 409 1914 160 4729 332 52 165 357 643 72 1211 305 7829 29 254 168 4754 78 150 65273 62 150 19 3627 34 282 234 1256 7885 1178 609 485 814 26 13068 511 660 8902 1235 4 111 460 4297 527 492
internal_value=0 -0.0059476 -0.00172545 0.0165218 -0.000143712 0.00805669 0.0268013 -0.000173059 -0.0230036 0.00297494 0.021093 0.000227962 0.00384729 0.00969068 -0.00352505 0.0295727 -0.000952159 -0.0191591 -0.0159059 0.00186828 -0.0292245 0.0239678 0.0142614 0.0294769 0.00758955 -0.0221079 -0.00430436 -0.00433289 -0.0257398 -0.0916549 0.0304435 0.0201072 -0.0412078 -0.0102765 -0.0260496 -0.0339916 0.0375518 0.0135238 0.0258873 -0.000630149 -0.0450535 0.0125339 0.0492322 -0.00119266 -0.0146028 -0.0138038 -0.0549905 0.0104384 -0.0174319 0.0164954 -0.04141 0.00661454
internal_weight=0 282.851 214.364 86.3096 199.548 58.2518 17.1489 18.5562 14.816 17.8461 67.7534 41.1029 36.1402 27.1576 141.296 3.23543 7.81739 68.4868 56.1974 10.3212 3.34848 59.936 21.7241 38.2118 19.3004 3.2064 138.061 2.05426 1.57422 0.476711 16.4432 10.4811 0.743183 6.5004 4.96272 12.2893 23.3575 16.094 8.58258 7.51143 1.47721 25.8451 1.6527 5.52783 11.9666 8.98256 1.17289 14.4976 2.58236 11.9153 2.49506 4.93511
internal_count=184894 163845 104117 21049 92746 26092 9205 6044 11371 5635 15005 16887 15379 13565 66654 1020 1760 59728 50632 8645 420 13245 2584 10661 2416 404 65634 260 198 48 9004 5377 316 1458 1508 9096 5907 2012 1094 918 104 13233 816 1224 9457 1814 361 5215 807 4408 579 1152
shrinkage=0.1


Tree=46
num_leaves=53
num_cat=0
split_feature=2 3 3 4 7 9 6 15 14 4 3 6 8 8 6 6 9 12 6 2 4 8 12 4 4 2 15 7 2 4 7 12 16 6 14 12 4 3 16 8 3 8 6 7 15 3 15 14 6 6 16 10
split_gain=2.67322 1.02119 0.849189 0.721962 0.614825 0.585349 0.606627 0.401713 0.411564 0.438556 0.4025 0.398105 0.44918 0.373609 0.368747 0.412818 0.360641 0.330454 0.329698 0.328899 0.401687 0.323049 0.374551 0.351864 0.34757 0.326979 0.318813 0.29583 0.295132 0.380098 0.373925 0.405574 0.380864 0.340476 0.335422 0.323894 0.322428 0.462005 0.642124 0.839434 0.533234 0.475786 0.482536 0.405576 0.308397 0.292688 0.292193 0.29148 0.285688 0.285583 0.281258 0.278706
threshold=0.027164553292095665 -0.7715106033720075 0.1091562043875456 -1.2713528930891254 0.013720473955349921 -0.018577126604223542 -0.026611880724090622 -0.0065266452539349627 0.072810125969864192 -1.3061937576891089 0.0058939525915775457 0.27942996380358948 -0.019385730245569142 0.065588229732412032 -0.017963958216564855 0.34154477814074463 0.004942888529868808 1.3303051857540173 -0.11026657774412175 0.38267086446285253 0.30669861409223204 -0.0044355566831383647 -0.20919265830477357 1.4479227550631293 0.38406041258284923 0.00042540041613392537 -0.019464581448933493 0.066462915469677836 0.0042930333875119695 0.33929925479541806 -0.0022018478913791262 0.76364171961454874 -0.094856634470560447 -0.063926547688437016 -0.56665527191443121 -0.142464824049542 1.194750959339365 -0.17701934650540349 -0.044539445026292694 0.0035543783880155038 -0.63629140250850458 0.0015987838341009037 0.19965738377564782 0.002078272637941411 -0.18146277635105088 -0.66720118070952583 0.032654636754932152 0.16222299752873395 -0.1119359364452716 0.50879542299550817 0.0093473430773867959 0.0033849842325632397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 7 21 47 17 8 9 26 -10 13 -13 18 -8 -16 -1 -7 48 -5 -21 22 23 -3 -24 -26 -2 -9 29 34 -31 32 -32 -33 -23 -34 44 38 40 41 -38 42 -40 -39 -35 -30 -18 -4 50 -47 -6 -46
right_child=2 4 5 19 11 6 14 27 10 -11 -12 12 -14 -15 15 -17 46 -19 -20 20 -22 28 24 -25 25 -27 -28 -29 45 30 31 33 35 36 -36 -37 37 43 39 -41 -42 -43 -44 -45 51 49 -48 -49 -50 -51 -52 -53
leaf_value=0.024532576869839198 -0.018065005528683366 -0.0020095069868361179 -0.023540697175517888 -0.0050484638365352755 -0.032180757077190029 -0.021892613938173038 0.033963614364589771 0.026269392240804646 0.049024424750609384 0.025987052177444389 -0.033715923787355925 -0.089014050556331104 -0.011676579346477482 0.079821257639094756 -0.012206275656862917 0.052314297016300693 0.02969567925504827 -0.056654954462860389 0.0055861736501684241 -0.043729508911111686 -0.010085339723118404 -0.042855430375299687 0.025808039064676071 -0.051239199514786088 0.013188822448602356 -0.0088239032948185976 -0.087860238426881884 -0.025927583074374989 -0.066167516991186656 0.035348359379228221 -0.023732062551700125 0.02335166017073392 0.0042118794164257003 -0.13426638254811607 0.040930465492582141 0.048342672096376708 -0.23534606498981747 -0.041583893020673605 0.026818682088612635 -0.13498381021634984 -0.066285947293417996 0.12266196250911224 -0.13340457183781798 0.066029202758026082 0.00034923166635093057 0.0099398295319842803 0.081427876930151646 -0.068183543866732282 -0.16892186136505219 -0.092005161902360091 0.0026663526778180468 0.089474133128849456
leaf_weight=10.353557814050871 6.1971961785766316 19.182540612360302 2.6150490376749067 108.82995453981675 4.9816790055410802 13.001951627597011 2.3304361412938333 13.520812766146262 2.3665447868697806 2.1567347823656773 0.76650307871386747 1.1268498302961236 2.203385635813901 0.53512545012927049 16.220988301766059 1.0388889077112242 1.9956853427247541 3.4640622554579741 15.668560985413023 5.0067359347597202 12.137097305792848 0.48745888610210286 11.140135270438348 1.5532922478669196 18.167921789202868 10.713857566322984 0.71682888472423645 1.1666077230038343 0.51196607251040305 6.599085960257983 1.3862073386153495 3.1636208537929642 2.5389808359668677 0.13956595881609235 10.187663475348925 4.8233149130537658 0.30528218818653841 0.70956777192623099 0.65423996419121999 0.48423066568648199 0.49110616577672805 0.30651463831600267 0.24382805050117895 0.65862361334802699 3.9025088367743557 26.980837616216839 2.4777229644132603 3.3811975329172128 0.10651461390080719 0.26015687735343718 4.3109521746118844 0.36795566093860532
leaf_count=2443 1984 7978 2277 60907 1358 14199 1198 3739 618 507 321 329 833 96 14255 790 616 3527 6657 8012 9582 175 4825 439 3596 4539 141 285 229 1414 322 851 972 20 4811 931 20 134 101 35 65 21 17 149 950 13521 444 2213 22 53 1546 123
internal_value=0 0.00979854 -0.0073661 -0.00390309 0.00739637 -0.0199476 -0.0151212 0.0109664 -0.00244227 -0.0132359 0.0287067 -0.00574648 -0.0381755 -0.00150503 -0.00322297 -0.0082734 0.0348549 -0.0292585 -0.00329588 -0.00707833 -0.0199456 0.0104157 0.00516719 -0.00573755 0.0108171 0.00502268 -0.0255059 0.0220974 0.0153036 0.0210941 0.0147162 0.00794285 0.0241242 -0.00446361 0.0370403 0.0331699 -0.0151396 -0.0362015 -0.0617499 -0.0262773 -0.134779 0.0187359 -0.0184099 0.0103998 0.00333461 0.0074815 0.0585558 -0.04884 -0.0180852 0.00890748 -0.0160403 0.00836412
internal_weight=0 169.72 194.918 152.865 154.894 42.0526 36.0563 26.8912 12.2038 9.07076 3.13305 28.9331 3.33024 25.6028 19.5903 17.2599 14.827 16.466 25.0677 125.974 17.1438 125.96 60.7577 20.7358 40.0219 28.8818 6.91403 14.6874 65.2027 37.4498 26.7746 20.1755 8.7485 11.427 10.6751 7.3623 8.26342 3.85339 2.4852 1.68881 0.796388 1.20458 0.898068 1.36819 4.41003 27.753 4.47341 5.99625 9.39915 27.241 9.29263 4.27046
internal_count=185190 60635 124555 86096 57132 38459 33969 7595 3571 2632 939 10841 1162 9679 16243 15045 3503 17726 9583 78501 17594 46291 21377 8417 12960 8135 2125 4024 24914 11111 6125 4711 2225 2486 4986 1903 1635 542 259 174 85 139 118 283 1093 13803 1060 4490 2926 13574 2904 1073
shrinkage=0.1


Tree=47
num_leaves=53
num_cat=0
split_feature=0 1 11 13 1 9 6 13 11 8 13 5 10 3 7 10 1 1 7 5 5 9 7 3 10 13 3 8 8 13 0 3 6 7 11 1 13 5 8 5 1 1 14 7 3 0 5 5 5 9 11 14
split_gain=2.88999 1.39128 0.776142 0.608091 0.523001 0.515169 0.454057 0.48136 0.453152 0.433033 0.52405 0.601762 0.427139 0.401206 0.502284 0.464987 0.367477 0.333546 0.471929 0.331523 0.324841 0.32281 0.359987 0.305137 0.321194 0.298646 0.357027 0.366637 0.296804 0.307167 0.291339 0.289887 0.285052 0.336618 0.274242 0.253552 0.276347 0.286453 0.274838 0.249463 0.377703 0.327279 0.280528 0.256312 0.244696 0.244306 0.300083 0.321019 0.276135 0.2439 0.235215 0.337252
threshold=0.011216961778700353 0.092162095010280623 -0.0032309249286372843 -0.19778150949810322 0.00059844375937245797 -0.056045380670894131 0.19249966552758685 0.42445581705534269 -0.1020415014100567 -0.065411472087766862 0.096971155579363574 -0.48980527591289524 -0.0076241567161662608 -0.81086901237631526 9.8454109532316786e-05 -0.0060784675514598072 0.99874538183212291 0.97536692023277294 0.00038500490431343548 -0.021447180278316848 0.41589046585906947 -0.0045784156794646006 -0.009066032786087256 -0.44968130066990847 0.060931450939137322 0.16541421522002103 -0.1958099018083885 1.0000000180025095e-35 -0.0020007039739730142 -0.17900747948082388 0.0012698932550847533 -0.014908214099705218 -0.23469468686179987 0.014093129324857134 -0.029462874972142859 0.99217537045478832 0.096971155579363574 0.021279254646271482 0.045637915818407891 -0.229833009120889 0.99217537045478832 0.99747967720031749 -0.085067134401312472 -0.0066786208892072284 -0.4123739130518515 0.30921378731727606 -0.032777236367834979 -0.066649434422817358 -0.39412669827681679 -0.010798011292806307 -0.012505857135214323 -0.23130503099311728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 21 -6 23 -8 -7 -3 -11 -12 19 16 28 30 49 -17 44 -13 32 22 -2 35 -25 -20 27 34 -15 -30 50 -21 33 -14 -27 36 38 -38 -4 41 -41 -34 -43 -42 -19 46 47 48 -23 -5 -16 -52
right_child=1 9 6 13 5 8 7 -9 -10 10 11 12 20 14 15 17 -18 18 25 31 -22 45 -24 24 -26 26 -28 -29 29 -31 -32 -33 39 -35 -36 -37 37 -39 -40 40 43 42 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.047485060229393354 -0.0036508098075867172 -0.039184479365044073 0.038008551661875591 -0.023963917282516612 -0.046432760555834028 0.073592277336031367 -0.0085444345722685746 -0.09854583691061225 -0.0084794443597833169 -0.0020609783154547541 -0.04752370288290126 -0.021796778269846814 -0.010967166973963277 0.017506955646650679 -0.012050157403983552 0.0023837956674839129 -0.073476249211661862 -0.18181110837099043 0.056872817765044187 0.024545414541878412 -0.010785028225543112 0.09095224625935748 -0.061262390384701298 0.0022280401504594888 0.097114685056289757 -0.13094444432824312 0.061080800173590466 -0.08514374160927124 -0.070654206079794071 0.045529562086645242 0.00066980609468352903 -0.019809355067060989 0.013476571541670056 0.059216358817357977 0.032417925032755979 0.060668889705635512 -0.032978791830305602 0.031869870162165387 -0.087937806592364665 0.027814282019998061 -0.057563204184294961 -0.1349088949732655 0.057209482259060189 0.094811073567569612 0.0089181270693258537 -0.034965113012848471 -0.020454439638023465 0.059376755912088089 -0.027855776811931438 0.046582110547081945 -0.13362105307541575 -0.033460202118427478
leaf_weight=7.7667280814184769 1.4552808656562772 2.3158152288597185 4.2475145570479054 0.51383872216683713 3.579173143019033 0.65916622443910355 10.179656530568533 0.6138984334975256 118.60283190156474 57.988994002990466 1.6244109063845815 4.9997585459204856 4.1278281439226694 18.460641689111075 2.044972761517784 8.5340562449127919 0.26978022516777933 0.13313668576302007 3.5614618191721092 5.0765839652513023 3.173315046245988 0.21225724818214065 4.2672878141511346 22.215670850661816 0.34499585862795257 0.096923954857629724 0.91516649263940042 0.50967006454447972 0.22026211494085135 6.7798196281382834 6.1176209540335549 2.0579868949471329 4.3513886527530294 0.80069129630282976 0.99955830097860621 1.6611564604190787 1.6863938704154864 1.1177782462546018 0.1643106973133398 20.827185344118799 0.10937679169001047 0.26168434433930088 0.093017870807670877 1.2514568426058748 0.11863586666731762 5.4569777923629763 5.8979638419455096 1.1471071313171703 1.3022238093326453 7.4907495982033625 0.46344699533801792 1.1780004358552081
leaf_count=1634 1194 659 1330 158 2022 256 2278 146 84899 29069 521 2119 1621 4335 329 3116 63 17 510 1675 789 167 2417 9667 68 15 212 78 43 1708 1937 789 2775 344 203 298 718 352 28 11415 42 63 19 722 40 4146 3437 543 2214 1606 70 314
internal_value=0 -0.00506878 0.0144603 0.0212185 -0.0115713 -0.00914089 0.00386612 -0.0138154 -0.00801504 0.00343284 0.00436374 0.0120033 0.014072 0.0177125 0.0143358 0.00416271 0.0380976 0.0153031 0.0326535 -0.00209344 0.0196753 -0.0266745 -0.0466675 0.00994107 0.00375359 0.0382943 0.0118393 -0.0165758 0.0241843 0.0417058 -0.0127298 0.0117339 0.0227171 0.000604998 0.0161375 0.0256276 0.017433 -0.00709176 0.0329872 0.0267662 0.031199 0.00582802 -0.0842047 0.0819856 -0.0972269 -0.0184637 -0.00789332 0.0198931 -0.0103513 0.0420109 -0.0348639 -0.0628569
internal_weight=0 251.64 108.406 66.1745 142.58 122.841 42.2314 10.7936 119.262 109.059 106.744 48.7547 47.1303 58.4077 50.1334 24.6727 8.27437 14.8686 6.33455 12.1343 34.9959 19.7391 5.72257 31.4378 22.5607 6.08278 2.52132 1.60615 25.4607 7.00008 9.80404 7.13457 31.8226 4.92852 1.09648 8.87715 7.216 2.80417 4.41183 26.8941 22.188 4.70609 0.354702 1.36083 0.251773 14.0165 8.55955 2.66159 1.51448 8.00459 3.68642 1.64145
internal_count=185190 153917 31273 16388 101295 87177 14885 2424 85155 52622 51963 22894 22373 14754 12927 6841 1827 4191 1075 4583 17790 14118 3611 12461 9735 1018 508 296 6086 1751 2650 2464 17001 1965 218 2726 2428 1070 1358 15036 12179 2857 82 764 57 10507 6361 2924 2381 1764 713 384
shrinkage=0.1


Tree=48
num_leaves=53
num_cat=0
split_feature=1 3 14 14 3 4 1 5 2 5 8 5 1 16 13 4 13 7 2 13 5 5 10 7 4 10 14 1 10 14 1 16 2 3 2 10 16 16 3 8 1 8 8 0 4 2 0 8 1 4 4 14
split_gain=2.91369 1.03212 0.538639 0.515937 0.466021 0.465206 0.756391 0.694877 0.652476 0.774714 0.535133 0.402922 0.65092 0.398134 0.396963 0.390267 0.421976 0.386938 0.378356 0.374913 0.407574 0.470526 0.359548 0.33975 0.354214 0.329307 0.325109 0.312183 0.311252 0.307345 0.294207 0.292948 0.285147 0.364709 0.45154 0.341465 0.336466 0.526768 0.372619 0.301814 0.292626 0.289518 0.296713 0.288079 0.281494 0.695042 0.376217 0.45599 0.453295 0.41052 0.351573 0.330468
threshold=0.1905450448393822 0.054117631167173393 -0.23130503099311728 0.27940768498575813 -0.0036089606583118434 0.36051065070322907 0.94229397177696239 -0.48980527591289524 0.00059687270550057303 0.25171969945706413 0.0044421114073920397 -0.39412669827681679 0.99217537045478832 -0.16523501756314848 0.71507578003342198 -1.0987488538489458 -0.06114862093338528 -0.027611038351251335 4.6234461478888995e-05 -0.009771651827160421 -0.015874824935657283 -0.083276196496798141 0.0058971963252291695 -0.037131776141709302 0.63965676198111765 -0.003876718958141144 -0.23130503099311728 0.00066358890035189699 -0.012395803112703097 -0.17007524104932151 0.075723230838775649 0.073249181655313481 3.6280936228649811e-06 -0.88693632862123184 0.00019164908735547217 0.0042098725314555227 0.045733924062065452 0.10825116352679127 -0.7357085958305446 0.0031428557608309091 0.99874538183212291 0.00034371006145706573 -0.019385730245569142 4.9263120672549128e-05 -1.2713528930891254 0.022978878580033783 0.015249984338879587 -0.017514905139715573 0.072246439754962935 -1.501061050385599 -1.23627263213879 0.0047007753055307811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 17 6 15 -8 10 13 11 12 -7 -10 18 16 -2 30 -4 20 21 -9 32 -3 27 -21 -24 -25 -12 -26 -1 -30 40 34 41 36 38 -38 -35 -40 -13 42 -34 -37 45 46 49 -48 -49 -20 -46 -47
right_child=5 3 14 -5 -6 8 7 19 9 -11 28 22 -14 -15 -16 -17 -18 -19 44 25 -22 -23 26 24 29 -27 -28 -29 31 -31 -32 -33 33 35 -36 43 37 -39 39 -41 -42 -43 -44 -45 50 51 47 48 -50 -51 -52 -53
leaf_value=0.1041830053114947 0.025884532549753092 0.014179499556698755 0.067331667282463772 -0.041225931117630864 -0.025867252033613855 0.039953832114951952 -0.055706948951268043 0.011932608812392664 0.068366471997668543 -0.023967808391395139 -0.0019737696466420487 0.021669474012783099 -0.10076557509921179 0.0052955505635230811 0.046885666378785822 0.016404647942580161 -0.041008806818062342 0.016759062514894014 -0.062547697086929352 0.034831435626555926 0.1074862766715043 -0.13881189383634374 0.089100316169462943 -0.059123513067970125 0.091186790489389394 0.077358786600902271 0.0220053874700913 -0.02000200996827492 0.069704412810890376 -0.0066080888090127507 0.029579345078395731 -0.043269748160916638 0.07649036319848862 0.044297292633674219 0.036223488231204741 -0.16547499302214355 -0.045870452978955201 0.03750338932800748 0.0081597854890835646 0.081270974768080498 0.094090149116881114 0.014217031381717191 -0.097910439314309386 -0.02355507656794012 -0.043533389442440493 -0.00039857176122313012 0.010057804432960935 -0.051507396596803416 -0.1674759754275752 0.020999770004596213 -0.0059712674254619831 0.023313577759845452
leaf_weight=0.99385566313867402 1.4902598112676062 3.9499564643606382 0.71652593843100376 8.0246124962859522 1.9624590557123145 0.54450797392564598 0.635236040543531 0.90168685182470643 1.0597915923790413 12.29731860711763 0.99468502342642739 6.5808081025825222 0.78370814158188296 14.155753223119065 1.5142262254048535 47.93715586756025 2.5070740692390237 7.6590021550109659 0.8301792275742631 3.1165922404884423 0.28682398447744972 0.25030476142273972 1.0608411633584185 2.1963169686741848 0.31025728621171111 4.5329855225018045 2.2388476935084318 26.928630556682265 3.1355085869745376 16.317640934246811 1.1490202354470964 0.23601757997676021 0.093673297407803946 3.5829230334493323 0.66850926390179655 0.15146817226195597 2.3184253944436928 1.1060611918901484 24.323078780270873 0.56079034056892751 0.5949881470951367 0.38958252646989411 1.1469931411638747 0.98863972696926794 2.5292371788527808 11.726278013087724 0.65760206514823982 1.0970206177225916 0.48671292599465221 1.9032246002025228 116.56621533016278 11.764785069066418
leaf_count=160 313 3075 157 6029 909 137 100 333 651 3208 167 516 113 9916 630 22849 644 2253 156 1596 224 62 116 3509 193 2412 408 29679 413 10255 222 56 10 459 137 13 527 234 5764 90 36 48 182 180 751 3128 158 255 62 448 68746 3185
internal_value=0 -0.00624451 -0.00214278 -0.0177195 0.018445 0.0121936 0.0187028 0.0442789 0.00711111 -0.00531951 0.0137515 0.0106387 -0.0433089 0.00976245 -0.00376168 0.0139008 -0.0160659 0.0273473 -0.0042844 0.0513616 0.00446483 -0.0224167 0.012219 -0.0139111 -0.0163407 0.060152 0.0439344 -0.0229861 0.0471767 -0.00468889 0.0647469 0.0616123 0.00973984 0.00604141 -0.0323234 0.00872713 0.0106585 -0.0188878 0.0142223 0.0098637 0.0278898 -0.0605188 -0.0838573 -0.0446381 -0.00464013 0.00429161 -0.0295992 -0.0597979 -0.0885954 -0.00461271 -0.00677529 0.0114855
internal_weight=0 219.284 161.556 57.7274 11.7643 140.671 61.6581 9.72363 79.0129 27.5129 51.5001 47.1338 1.32822 15.2155 149.792 51.9345 3.99733 9.80188 148.278 9.08839 1.43882 1.15199 45.8056 49.7028 45.7528 7.64958 3.29969 29.1249 4.36621 16.6279 2.14288 3.37153 42.5059 35.3301 2.29876 33.0314 31.8913 3.42449 28.4668 24.8839 7.1758 1.63025 1.24067 1.14011 147.561 28.4658 4.97474 2.24134 1.58373 2.7334 119.095 23.4911
internal_count=185874 133960 81220 52740 3544 51914 28533 4727 23381 13775 9606 8970 250 10567 77676 23806 957 2635 77046 4627 619 395 8720 46711 43636 4008 524 33188 636 10448 382 469 8196 7644 377 7267 7074 761 6313 5854 552 240 192 193 76889 7392 1079 475 317 604 69497 6313
shrinkage=0.1


Tree=49
num_leaves=53
num_cat=0
split_feature=1 1 4 0 4 1 5 14 9 6 6 1 5 5 10 10 10 1 6 6 4 5 5 15 10 10 0 6 15 0 9 10 0 6 15 0 9 4 10 16 1 0 5 16 6 10 5 10 1 9 16 7
split_gain=2.65345 0.876273 0.660396 0.62849 0.511665 0.612586 0.561751 0.499564 0.489774 0.464612 0.495911 0.432335 0.581441 0.471543 0.496306 0.429757 0.424038 0.393262 0.385654 0.533185 0.395161 0.37513 0.364316 0.360104 0.48329 0.452244 0.354532 0.353463 0.35312 0.384978 0.335222 0.332865 0.313133 0.311348 0.304389 0.302286 0.299098 0.299784 0.341541 0.29793 0.294087 0.282122 0.273842 0.267324 0.267248 0.319743 0.46075 0.265775 0.259718 0.257756 0.379241 0.268953
threshold=0.21824587881565097 0.0057946289889514455 0.30669861409223204 0.011216961778700353 0.350790289905969 0.94229397177696239 -0.48980527591289524 -0.2702693174456704 -0.016501521645320309 -0.026611880724090622 -0.015954335966403398 0.96713697910308849 -0.037911311908816053 -0.39412669827681679 0.0055013399126749062 0.060931450939137322 0.019469711015270012 0.99217537045478832 0.27208818693517051 0.27942996380358948 -1.0370222261398823 -0.52624113375106851 -0.52624113375106851 0.0055411454025275754 -0.10110361240001629 0.060931450939137322 0.016191614791750911 -0.29656698541674226 -0.039800963518778702 0.00077282692654989671 0.016563972926010292 -0.060214714178306768 0.02823725808411837 0.26066202452910742 -0.0056203083628740243 1.88436652024393e-05 0.0033500429006488521 0.45058325452460074 0.003587426206944834 -0.021854756323762249 0.00053379888413473975 0.013420453760772945 0.25652530931579259 0.047750844269280258 -0.18599554154477052 -0.028503006953791522 0.19992573334491812 0.013808874123679727 1.7280442079936623e-05 0.0040397117402208955 -0.11888369493155838 -0.0043917731271579568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 5 8 -7 -3 26 48 -11 12 22 17 -15 40 28 -13 20 43 -9 -21 -6 24 -5 32 -2 -27 29 -16 39 -28 33 47 -17 -10 37 38 -24 -8 -1 -31 -12 -20 45 46 -25 -26 -4 -14 -51 -52
right_child=4 3 9 23 11 6 30 18 35 10 42 13 49 14 16 34 -18 -19 19 21 -22 -23 36 44 25 27 31 -29 -30 41 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 50 51 -53
leaf_value=-0.077307569569671997 -0.052337887290022714 0.035558945336993192 -0.053317473708782565 -0.089656607982449663 -0.080427333252701044 -0.050538747647103824 0.038179485141094219 0.023721406774251792 0.065330532639482616 0.036142252179424079 -0.035037116904765783 0.037315291691357666 -0.006267785706659282 0.011919093368315394 0.08321677041683942 -0.062206655045171803 -0.064602982043934512 -0.084366131512378706 -0.054789332207169465 -0.086592416182541987 -0.00067166968667683666 0.0038458985399378955 -0.036666897565225891 0.13239974474815716 0.0032002451145880504 -0.11819536793831871 0.10340575024654619 -0.026923157358414881 0.082829768314593516 -0.082232729050398357 0.0085577943374470847 -0.0068530269540362752 -0.011691466752376773 -0.041606898616071919 0.10243935191792022 0.016906876140642454 0.045360365167242921 0.023167488375894205 0.077694329136177909 0.079504740000727131 -0.036236939507203129 0.034668654595269126 -0.00027711425426584055 -0.21937840546599491 -0.0036437692666591776 0.0078536313968192353 -0.024578589293176505 0.043556002521747933 -0.017948782131291401 0.024783629055790513 -0.09638995050635521 -0.030917218374448215
leaf_weight=2.3886011734743953 1.6942277973321314 5.8575426861298174 2.8158680876367725 0.74329585186205704 0.3512632178026277 0.58353603869909321 3.530523534072016 10.024865662031514 1.3172256346042548 3.0064335403476425 3.0344451488053901 0.37071757266676175 17.000096113064505 40.601736016255472 0.51504381513223119 0.15351775195813389 0.28705309503857268 0.84984565144623048 0.23193400719901491 0.54495077638421241 19.605089543243597 2.4760659361636499 1.9220679611062208 0.47591982128505961 12.750851201338262 0.6215288496314314 0.29358894779579703 1.3071616182569403 2.2482433691548058 0.41100853478565114 1.6206591135205597 2.2659825892988015 58.369011032240905 1.3452199871026085 0.32206732192571585 39.974824615283978 3.3238767853363242 4.6815493262620294 0.28499811516303442 3.5559723246979043 6.6298481615784794 0.38392377045965986 8.8059273236758582 0.1778603823040612 57.77907446349559 14.447659464563001 0.29328456848816131 1.8544808134720359 7.8993998555433791 0.81025536751985816 0.9199119403165249 1.9843074751734078
leaf_count=3812 518 1279 1074 162 77 98 1914 2098 158 1165 4924 105 5284 8795 50 118 58 135 72 156 8689 665 956 83 6089 42 67 594 338 78 618 1033 40284 490 205 19518 1581 4253 166 2050 10459 122 3328 44 34754 7649 135 736 7833 220 227 516
internal_value=0 -0.00532803 -0.0198442 -0.00263261 0.0125547 0.0199348 0.0433184 0.0086882 0.01515 -0.0114645 -5.69207e-06 0.00729182 -0.00176527 0.0134934 0.0151838 -0.0423429 0.0494444 -0.0474032 0.00391099 -0.0277439 0.00759055 -0.0128749 0.0173097 -0.00557078 -0.010341 -0.00954731 -0.0171055 -0.0571386 0.0589176 0.0173244 0.0496978 0.00641355 -0.00829902 0.00411443 0.0489688 0.0184788 0.0208039 0.00886966 -0.0214018 0.0590619 -0.0472441 -0.0262454 -0.00922416 -0.132315 -0.000538156 0.0112446 0.0733354 0.00837057 -0.0273155 -0.0114993 -0.0353001 -0.0521113
internal_weight=0 223.962 35.0561 188.906 131.782 54.8365 9.29069 38.9183 45.5458 25.5621 14.8468 76.9459 31.2783 45.6676 44.447 9.49403 3.84527 1.22056 33.0608 3.43081 29.63 3.02102 10.5638 149.987 76.9915 76.2483 4.2538 1.92869 3.55822 1.30998 8.70715 2.55957 74.3196 15.9506 0.475585 41.2921 10.2125 6.88862 2.20707 7.0865 9.01845 0.794932 11.8404 0.409794 72.9959 15.2169 0.769204 14.6053 10.7153 20.7146 3.71447 2.90422
internal_count=185874 136939 32918 104021 48935 25974 4680 13003 21294 18324 9417 22961 13280 9681 9441 14594 646 240 11724 937 10787 821 7033 91018 48397 48235 1618 636 588 250 4582 1100 47599 7315 323 19676 6956 5375 1122 3964 14271 200 8252 116 42621 7867 218 6825 8907 6247 963 743
shrinkage=0.1


Tree=50
num_leaves=53
num_cat=0
split_feature=2 3 0 6 4 11 8 7 4 13 4 14 4 0 2 6 6 5 0 11 2 5 6 6 4 7 3 13 13 2 3 5 15 0 11 5 6 7 0 5 2 4 6 2 4 4 3 4 2 14 5 2
split_gain=1.87422 0.76802 0.717264 0.658817 0.54679 0.546017 0.536738 0.464126 0.646179 0.608222 0.490006 0.538321 0.450711 0.592197 0.429551 0.428478 0.59243 0.409864 0.418915 0.402872 0.382124 0.360405 0.301851 0.295206 0.451044 0.646565 0.677126 0.298628 0.428729 0.376112 0.310112 0.291773 0.28636 0.286712 0.284515 0.280781 0.333824 0.27942 0.264155 0.305709 0.260755 0.291636 0.259866 0.255386 0.298517 0.324276 0.242269 0.240323 0.237161 0.24102 0.235766 0.275429
threshold=0.014419229235500099 0.05579889006912709 0.00015312573668779808 -0.42646098113416736 -0.2854222823274396 -0.1020415014100567 0.0088837575439255131 0.00095522329661992713 -1.0584841907846603 0.20136383161575019 -1.3979009729233607 -0.062091205061785192 -1.3061937576891089 0.015708201564848426 0.053631626069545753 -0.026611880724090622 -0.015954335966403398 0.26696845927182639 0.0063358121551573285 0.0046699677277162732 0.02648825012147427 0.26024181780761674 0.17792614316191271 -0.065452478804396072 0.88625965590353573 -0.00735470307850379 -0.88693632862123184 0.18578661999389695 0.092475839754204217 0.00025624934642110025 -0.7715106033720075 0.22671340109089624 0.1207500024761025 0.049537165090441711 0.053085834578965492 -0.0097189149315132853 0.25481039497758534 0.0052510971206714881 0.15936178714036944 -0.51489195722640246 0.99755817651748668 1.2193625309771963 -0.23932189223310349 0.039702350273728378 -1.23627263213879 -1.3752011157201827 -0.04641642048954963 0.092609576214623179 0.032172136008739478 0.23075013476206876 0.43085980988977762 0.057016948238015182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 4 -3 -5 23 8 17 35 11 -9 13 -12 37 -7 40 21 -19 42 46 31 -18 -1 -25 -26 -27 28 29 -28 -30 -2 -16 -34 -14 -10 -37 -13 39 -21 41 -17 -4 44 45 -20 -15 -41 -43 -50 -22 -52
right_child=1 3 19 5 -6 15 -8 10 9 -11 12 14 34 20 32 16 22 18 43 38 50 -23 -24 24 25 26 27 -29 30 -31 -32 -33 33 -35 -36 36 -38 -39 -40 47 -42 48 -44 -45 -46 -47 -48 -49 49 -51 51 -53
leaf_value=0.035653263556350352 0.01814471885851825 -0.037397715689575083 -0.0030623575886257197 0.066955691207896711 0.18538877335590354 -0.027120711625757361 0.072897520877286764 -0.016200481009216488 -0.0083631102958781119 0.018347506657222148 0.046213963556811732 -0.044568549836120366 0.0031048858783789112 -0.17021345215352338 0.085123016898071682 -0.019740463327146275 -0.02626204203642811 0.049749314417534246 -0.029835962299963693 -0.056848522447965379 -0.054625780923553462 0.075682391829679688 -0.0056605361765807317 0.030298114397074069 -0.14793693668221336 -0.10651854004975103 0.034975322521968936 0.087450399886804919 0.0095634771860786966 -0.096066591511292321 -0.11762912038754483 -0.048758431756641518 -0.050949342796701075 0.063238510801566589 -0.037617596117028355 -0.028752701302207518 -0.00079134991834423464 0.027441927218069973 -0.098760043167908776 0.0077380807733767668 -0.047875515657463251 -0.101828152681293 0.010715074224811307 -0.0062108475463330433 0.047350182346442699 -0.1185839600370695 -0.023468732349940204 -0.032963178028989452 0.07827050005615413 -0.015175503444756919 0.082112727466988944 -0.043440398483282378
leaf_weight=7.8235128078831666 10.449326490128442 0.16729663639489445 16.412913360934908 0.76237321484950271 0.27855100364467844 25.116503071365059 2.2749132880126117 2.4797206916337018 22.561783054003627 5.497245351843957 0.73480004911834784 0.61390137761190811 71.095151401035764 0.37902887864038348 2.200629793973349 0.60479308850790037 12.107635087899899 1.0155098002433058 1.1323238606273662 1.1901336602168147 1.781570295475831 1.0195244856149646 17.232913915381459 4.8921811995351163 0.31393014336936165 0.5302592349689802 2.2133558436435137 0.4485840579291106 0.33264854423032375 0.22589439099101571 0.42697869810217515 0.67842915155779415 0.35300012426887395 0.52551980543648824 1.7405507583498536 22.327475288881036 5.2795849121866913 3.7013876881319447 0.33238612984860161 5.6571279153094993 0.35524203976819979 0.074131079221843144 82.306594242221308 5.0118732379305584 0.27138667856343079 0.64523684015875926 0.16583060525590587 1.9314847769692276 1.8245903225470104 0.31858047276909918 0.30586278601549555 0.36348277213983238
leaf_count=1081 2995 172 4751 343 22 26203 326 632 18184 2879 163 138 38110 35 596 912 15745 259 333 366 388 182 9427 825 20 58 189 50 21 31 54 211 95 133 519 15071 1855 894 125 2203 141 11 34648 1789 83 120 47 873 600 108 64 62
internal_value=0 -0.00546927 0.00975987 -0.015255 0.103546 -0.016193 0.0274102 -0.0019208 -0.00762663 -0.0131874 0.00308913 0.0240341 0.000383115 -0.0334348 0.0375332 -0.0173129 -0.00972691 0.00767771 -0.00976879 0.00656696 -0.0531267 0.0192747 -0.0141726 0.0213281 0.00934058 -0.0135149 -0.00283586 0.0126763 0.00176956 0.0222387 -0.0629746 0.0139953 0.065968 0.0172569 0.00212289 -0.0166481 -0.0234093 0.0170582 -0.0135351 -0.0101172 0.0311778 0.0413639 0.00842433 -0.0184313 -0.0480159 -0.0628971 -0.127682 -0.00267366 0.058055 0.0643694 -0.0357604 0.0145658
internal_weight=0 221.173 127.313 58.8426 0.445848 58.3968 19.4823 162.33 75.8897 55.6661 86.4404 9.87416 76.5663 3.73058 7.39444 57.6344 32.5179 20.2236 8.07633 107.831 2.99578 12.1473 29.3405 17.2073 9.38383 4.49165 4.17772 3.64746 3.19888 2.43925 0.759627 11.1278 3.07915 0.87852 72.8357 50.1688 27.6071 4.31529 9.11113 8.77875 3.17734 2.82209 98.7195 7.06082 2.04895 1.77756 0.544859 7.58861 2.2173 2.14317 2.45092 0.669346
internal_count=185142 139521 45621 53684 194 53490 2655 85837 43961 37989 41876 2488 39388 759 1856 53147 26944 5972 2584 42966 596 3388 25172 2329 1248 423 403 345 295 220 75 3206 824 228 38629 35110 16926 1032 3567 3442 1772 1631 39399 2325 536 453 82 3076 719 708 514 126
shrinkage=0.1


Tree=51
num_leaves=53
num_cat=0
split_feature=0 11 0 13 0 11 9 11 10 12 7 4 15 11 7 4 12 15 13 5 4 7 13 16 5 12 14 11 10 14 5 5 10 0 15 4 14 4 4 5 7 10 10 9 4 4 14 14 13 7 4 14
split_gain=1.48551 0.66146 0.646812 0.619669 0.6051 0.446337 0.445997 0.405592 0.404012 0.451898 0.400631 0.463012 0.551329 0.484672 0.34454 0.344983 0.34109 0.315939 0.489419 0.314543 0.285761 0.299705 0.313339 0.39205 0.335221 0.283238 0.27847 0.267772 0.326101 0.260491 0.259108 0.255758 0.252059 0.251125 0.249924 0.246859 0.241068 0.234223 0.238966 0.281117 0.232152 0.226437 0.220856 0.299799 0.235577 0.219495 0.340281 0.327678 0.468754 0.328441 0.311203 0.741442
threshold=0.015249984338879587 0.10377961803361221 0.00015312573668779808 0.17531122381525113 0.30921378731727606 -0.05188618013128684 0.014961847742437214 0.032736265321406416 0.030195577368376247 1.1130577656028586 0.0043265779441276188 -1.4704704687374053 -0.12911368049484853 0.01040242057901806 -0.0042666476575726224 -0.65994871045051484 0.62126091246853965 -0.13766748663771031 -0.54218399022269492 -0.48980527591289524 0.66953435837969566 -0.037131776141709302 -0.17900747948082388 -0.011974649203100816 -0.19558847007234878 -1.3172253808331107 0.42582211276187393 0.0029926998450161518 0.0075972427439358024 -0.35837793027766646 0.3165631372135787 -0.13167199530396012 0.0042098725314555227 0.02547578047960997 -0.0074915928006269424 1.4479227550631293 -1.0000000180025095e-35 1.4478914075060272 1.4272148557862514 -0.031214402459028009 -0.089421682214424383 -0.014716812078426041 -0.030276407583061073 0.0086521148537918573 -1.501061050385599 0.37529255658543054 -0.56665527191443121 0.084677860944202751 0.38605872430434329 -0.031565482862103596 -1.23627263213879 -0.096776254417170207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 17 19 9 25 20 13 27 32 -8 -16 -6 35 -19 -5 21 33 24 -24 -23 -2 31 30 -29 -20 -13 -14 -12 -7 -10 -4 -25 38 41 -40 -3 -22 -35 -44 -45 47 -47 49 -49 -21 51 -51
right_child=3 40 6 4 16 10 14 -9 34 -11 11 12 26 -15 15 -17 -18 18 29 45 37 22 23 36 -26 -27 -28 28 -30 -31 -32 -33 -34 42 -36 -37 -38 -39 39 -41 -42 -43 43 44 -46 46 -48 48 -50 50 -52 -53
leaf_value=0.025901127109120084 0.056070685401092162 0.065125070607674335 -0.0066769854319275682 -0.039771043261934605 -0.059414004249492017 0.045647737697859223 0.037057492709117859 -0.043056996177845974 -0.0036081768185004686 0.10665749087890725 -0.019324077146314556 -0.026255630210232157 -0.010265449610924831 0.09455479783399906 0.029004862930715327 -0.008829014688424057 0.0168289761052299 -0.081194900075454754 0.027386037347645054 -0.037617332496165605 0.048348866286971541 -0.00257523875025233 -0.021928224511529693 0.003977672061051484 -0.036410199368428535 -0.03011655092985889 -0.048838471639595052 -0.071893954308891492 -0.0045614295213003116 0.0047078311986852184 0.038631657553943127 0.0054804174523495758 0.040968542459817479 -0.032902169323133668 0.089580340091837088 -0.050924525776848598 -0.014290165272471345 -0.014435287494318539 0.060409882136693842 -0.011172654144823864 -0.085462064534144219 -0.0035113164356869913 -0.013957046441770024 -0.087152422823585249 0.036395596664553186 0.064024966204470568 -0.0044228194335305766 -0.013593251153706229 0.026864444972035259 -0.09927305569441848 0.031979250265268266 0.028692893519591752
leaf_weight=20.776019397189884 0.45497937022082657 0.10184902534820139 9.4267831342940536 1.2161330451708625 2.1208731690330747 1.1356769348649312 7.4979832428252875 1.4715791454927956 0.38386606405765644 0.34043558760458825 1.348307625649795 2.542546854992906 14.588417076802214 0.92637988509522973 4.4273681814011079 5.2512802633118527 0.79958767516291107 0.62346843263730889 5.5120262712371177 0.80625977478120958 0.87049924901658116 3.771718542102465 27.227566423209506 14.369832042885717 13.119271582032182 1.9683518473648285 1.1362171963992285 2.2813120528153381 1.0504583981364701 60.467565738520079 0.79337784641757014 35.10142026045105 1.3932552915721315 2.0075801167968157 1.1166634284672905 1.4394427424849698 14.496358155848844 12.119146705887031 1.431058195208607 0.87531212726025742 0.93140912983653723 16.182964359299152 3.6433748702979747 0.14729689699743209 2.6594842288095606 0.75887482614780211 11.224175226649093 6.9912639067179025 4.8250476729526781 0.61954953879467245 15.652155717557442 1.5480751862560289
leaf_count=3004 172 26 3432 426 1791 407 1657 530 166 76 439 1404 10452 231 1221 2168 644 253 1417 284 539 4510 21775 8740 13992 621 674 894 792 24090 273 18905 436 1054 425 297 13319 5442 471 345 237 11278 3101 63 1407 172 5760 3706 2561 84 8535 444
internal_value=0 0.00921285 0.00993049 -0.00467344 0.00541328 -0.00737313 0.00642057 0.00827412 0.0245296 0.00175251 -0.00815193 -0.0016214 -0.00382288 0.0327396 0.0209905 0.00849881 -0.0385638 0.00318607 0.00576604 0.0100216 -0.0116531 -0.014743 -0.0169267 -0.0133238 -0.0288655 -0.0136474 -0.00027183 -0.0308196 -0.0508005 0.0066092 -0.0107019 0.000855598 0.0113823 0.00187061 0.0659753 -0.0126113 -0.0051994 -0.00354348 0.00328165 0.033364 -0.0697767 -0.000816993 -0.0040902 0.0049425 0.0294094 0.0114649 -5.71684e-07 0.0159754 0.00294254 0.0242328 0.0270656 -0.00838711
internal_weight=0 116.455 115.422 227.517 48.0336 179.483 94.6459 45.1131 4.2643 2.76377 175.219 61.1617 57.4937 3.66794 17.1766 9.67865 2.92046 77.4693 66.6031 43.6415 114.057 82.5782 72.9847 56.0938 16.891 2.42333 50.8261 6.6677 3.33177 65.9796 3.33592 49.6898 2.74156 9.59341 1.50053 10.8662 28.8662 31.479 19.3598 2.30637 1.03326 17.0535 8.45774 6.45016 2.80678 42.4254 11.9831 30.4424 11.8163 18.626 17.8198 2.16762
internal_count=185142 37802 37539 147340 24937 122403 34535 22502 1460 869 120943 34500 33394 1106 5046 3389 2435 29489 25760 21972 86443 68368 62336 43834 18502 793 30031 3363 1686 25507 1677 29357 875 6032 591 3729 22059 18075 12633 816 263 11817 5625 4571 1470 21546 5932 15614 6267 9347 9063 528
shrinkage=0.1


Tree=52
num_leaves=53
num_cat=0
split_feature=1 1 0 13 5 0 5 16 8 16 0 15 7 16 7 8 9 13 16 9 13 2 7 10 10 2 9 15 5 2 13 2 8 12 8 1 5 12 10 13 7 13 13 8 5 13 1 13 5 2 1 13
split_gain=1.7801 0.728287 0.551892 0.42341 0.479901 0.38702 0.379226 0.3763 0.355659 0.361782 0.452608 0.435886 0.479267 0.431013 0.350065 0.374186 0.336085 0.299079 0.295455 0.304176 0.291816 0.609096 0.346474 0.294191 0.426861 0.273127 0.356542 0.259149 0.25756 0.485386 0.251048 0.243313 0.259449 0.452574 0.349282 0.309597 0.260841 0.238797 0.236092 0.235997 0.270041 0.28237 0.281529 0.253663 0.245776 0.218798 0.219821 0.349022 0.216756 0.215845 0.215215 0.215089
threshold=0.1905450448393822 0.0040552075952291497 0.0025860704481601719 0.11793939927141699 -0.51489195722640246 0.0010894675506278875 -0.48980527591289524 0.16688420097966197 0.035802505491861362 -0.030904271389872961 1.88436652024393e-05 0.056507176364883997 0.0019753865521894014 -0.040504565423063722 0.039908487136434918 0.0038842756950978876 -0.0066796624412676529 -0.013537528858471723 0.21846547528135815 -0.0051654797063821938 -0.21016037154174319 0.0010138666839338841 -0.0050574026700806697 -0.0050333049811736108 -0.0054045903668925336 8.622083441878205e-06 -0.001957479285408232 0.11352562768062234 -0.39412669827681679 0.97474050521850597 0.087943202426199504 0.16627538949251178 0.0002558702272716222 2.1839449671835545 0.011691210568136672 0.97893041372299205 -0.09922405599233354 1.9627335336857623 -0.10110361240001629 0.51736989349144491 -0.039342959700362008 -0.17206347640677053 0.31916558542929979 -0.038327850532093338 -0.40396627208909497 -0.60800822389442566 0.14313882589340213 -0.19778150949810322 -0.18992842671990406 0.98725080490112316 0.17401415109634402 -0.10539563233776617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 45 -5 8 17 31 9 10 -2 12 20 25 15 39 30 -7 19 -1 21 22 -12 24 -22 37 -27 -9 29 -21 -16 32 -8 35 -35 -34 -36 -13 -18 40 42 44 -4 -43 -42 -3 -47 -48 -41 -30 -32 -51
right_child=5 2 14 4 -6 6 7 27 -10 -11 11 13 -14 -15 16 -17 38 -19 -20 28 23 -23 -24 -25 -26 26 -28 -29 49 -31 50 -33 33 34 36 -37 -38 -39 -40 48 41 43 -44 -45 -46 46 47 -49 -50 51 -52 -53
leaf_value=-0.039392150817087995 0.042766597012396407 0.077588432148345043 0.014657877807613608 -0.11596658278057247 -0.0010538791873329638 0.010405921030565335 0.0033114771568785481 0.058264227076708378 0.081568572991286434 0.025233763935640655 -0.1697321754207019 0.021554914914838057 -0.048779605221619671 -0.077164710982664267 -0.010120926420101102 0.0028644412286027935 -0.096809626399119109 -0.041599804999862017 0.026442138074712431 -0.015486425522827829 -0.0021337261056052163 0.049024784923897891 -0.000312790280349694 0.032007128833145694 -0.14422140410937553 -0.044142655270873465 0.03782187908618917 -0.0049516874605780867 -0.011341170463268954 0.139847017942482 -0.055593128430244769 -0.01506344441689734 0.015351854263014695 -0.0036521234651240076 0.025218325941452624 0.047559768378382578 -0.1269647679522419 0.11265499467002348 -0.0035584122623545339 -0.032843221891296757 0.046477287724209386 -0.039066372250203013 -0.076566194638011231 -0.0066334050168828417 -0.026439132862491405 0.027381690083020417 0.044266326711101929 -0.05828113613996018 0.0315475020908942 -0.047313842977520094 0.07813773876156134 -0.011970538389000663
leaf_weight=7.7748709567959002 2.6105532291549052 0.73329195327823882 6.7778654297926542 0.3829121448798104 3.9289360846491936 1.7481027387257198 60.000576034870619 2.2761868913303256 0.82793588575805088 18.942229359075327 0.36828069094553939 0.51652084063971437 2.8464521797031921 0.36767235000661358 2.2234970543850059 51.713103937560049 0.26364447758532961 2.9646065842534872 1.2778082635741146 0.59937530526805005 2.4669972895899264 0.35334111773045151 0.17575527458575368 2.7694079958469029 0.21371685673511853 0.70785995333062635 1.968675433350654 0.90043906163919007 13.968261666324901 0.28295311519650568 4.0662366467367974 5.3988662000001559 16.90774643748842 2.5334708094414959 0.14374800352743478 3.6169282256441866 0.42847852731210867 0.6619671918451786 7.901463583902113 0.63750819050619645 0.4645068542813523 2.478823725208712 0.33867086051759532 71.731021956988798 12.431226934648178 8.4599264789485442 0.54884316575771663 0.78646699705131939 2.6077023123998506 4.1719241338546453 0.10918959458649613 2.949489483728029
leaf_count=7150 258 146 3295 73 1299 472 27613 1045 120 3623 36 38 591 60 890 33326 58 847 1074 493 499 88 35 505 22 204 403 323 13749 251 1437 3563 8985 1080 74 1181 110 38 3030 400 302 1077 107 44750 10466 2301 100 219 1259 3712 22 2733
internal_value=0 -0.00624053 -0.00378268 0.014672 -0.0116885 0.00855907 0.00527541 0.00669095 0.0174424 0.0158839 0.0048179 -0.00261234 -0.0148222 0.0239231 -0.00545665 -0.00401063 -0.0202456 -0.0223422 -0.0203783 -0.022404 0.000498257 -0.0517731 -0.116724 0.00924378 -0.0143281 0.0338711 0.0159981 0.0404166 -0.0163659 0.0360876 -0.0373736 0.00547986 0.00680894 0.0156804 -0.0198136 0.0210635 -0.0891233 0.0736311 -0.00677111 -0.00765819 -0.00857244 -0.0101029 0.0101385 -0.00772576 -0.0237529 0.0254692 0.0214353 -0.0161042 0.0187893 -0.0185887 -0.0517828 -0.0327412
internal_weight=0 209.61 178.585 14.8404 4.31185 132.717 96.9191 92.2064 35.7974 34.9694 16.0272 13.4166 9.19395 4.2227 163.744 149.18 14.564 4.71271 31.0247 29.7469 6.3475 0.897377 0.544036 5.45012 2.68071 3.85502 2.67654 3.17663 21.972 0.882328 6.39892 89.0298 83.6309 23.6304 3.1057 20.5247 0.572227 1.17849 8.16511 97.4673 94.2221 87.1056 7.11654 74.2098 12.8957 10.5285 9.79524 1.33531 3.24521 21.0897 4.17543 7.12141
internal_count=185532 133719 104557 4138 1372 51813 45293 43974 6520 6400 2777 2519 1776 743 100419 94982 5437 1319 29162 28088 1185 159 71 1026 521 683 607 1368 20938 744 2349 42606 39043 11430 1264 10166 184 76 3088 61656 59997 56595 3402 45827 10768 2766 2620 319 1659 20194 1459 6445
shrinkage=0.1


Tree=53
num_leaves=53
num_cat=0
split_feature=1 0 1 6 0 6 6 6 15 1 11 3 4 5 1 3 4 16 5 11 16 11 15 15 7 6 16 11 7 16 3 16 5 3 5 5 0 7 3 16 5 6 7 4 14 7 11 3 2 2 0 3
split_gain=1.61414 0.67705 0.507231 0.489797 0.477369 0.474847 0.90057 0.432727 0.44595 0.413622 0.586619 0.39775 0.376661 0.513524 0.413527 0.310861 0.300863 0.349293 0.311471 0.426295 0.415221 0.629532 0.438226 0.304754 0.465085 0.476046 0.371956 0.314077 0.291097 0.283182 0.280615 0.277228 0.264336 0.310137 0.289286 0.452202 0.303175 0.263412 0.254197 0.270904 0.41341 0.314917 0.269235 0.290421 0.346107 0.323072 0.300685 0.55015 0.330969 0.2939 0.292938 0.270953
threshold=0.1905450448393822 0.0025860704481601719 0.014065631199628116 -0.065452478804396072 0.0010894675506278875 -0.026611880724090622 -0.017963958216564855 0.1748940308870166 0.22594354360281674 8.6167788140301144e-06 0.0047828552065082731 -0.013095486909151076 0.68618109377370107 -0.22595103702445848 0.37604363262653356 -0.66720118070952583 0.31633912317514018 0.11515943863226148 0.0052735541652935017 -0.0053114594257143658 -0.028096516739290294 0.0016704019184451357 -0.053149161486213077 0.030491517814719819 -0.0031913810251623532 0.0020082042835227868 -0.10920963933297401 -0.0049135511256373872 0.14383619679470894 -0.044539445026292694 -1.0000000180025095e-35 0.17783969097172594 0.37858068252000182 -0.099548077210783945 -0.26986021896527917 -0.20414090416783895 9.3806971563026323e-05 0.14383619679470894 0.53478717105463158 0.083755392914760141 -0.15490942150905582 0.41171200831357407 -0.039342959700362008 0.68141473596130198 0.1656831283205675 0.0079201403248085282 -0.0018987258731094066 -0.63629140250850458 0.40012523531913763 0.016148659400641922 0.11419861763715745 -0.13428613543510434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 30 11 -3 -7 9 -9 10 -8 16 13 -6 -15 -4 17 -2 20 -20 23 -22 -23 24 25 26 -18 -25 38 -5 -1 -14 33 34 -31 -36 -37 -16 39 42 -41 -42 -17 46 50 -46 47 -44 -48 -49 -45 -51
right_child=4 2 15 29 12 6 7 8 -10 -11 -12 -13 31 14 37 28 18 -19 19 -21 21 22 -24 27 -26 -27 -28 -29 -30 32 -32 -33 -34 -35 35 36 -38 -39 -40 40 41 -43 43 44 45 -47 48 49 -50 51 -52 -53
leaf_value=0.040413157545351429 0.043252786493504509 -0.029061243244982427 0.034055815726119827 0.024514735915580021 -0.0046843128711585337 0.040891693003201682 0.27204005909012724 -0.0096157514763702268 0.058619296029182172 -0.036997706182539031 -0.050926094177172622 -0.052487871254998486 -0.0041041990384961362 0.0031381310123134811 0.024931895404527692 0.011216981514181353 0.002061064017621502 -0.015646556059155287 0.011639821448973119 0.045648393819740313 0.034086649193501482 -0.18903773192954201 0.02558547996978229 0.036984019706453292 -0.0078211582630120079 0.067548796368279262 -0.17210435767102247 -0.064527478511005362 -0.052020982796492546 -0.0036420803761859342 -0.098122399657894266 0.051922100042867639 0.033190473537112998 0.013471504971378986 -0.17787471004617048 -0.13354953170117417 -0.023772341336493686 -0.13555801784477792 -0.034935138409671433 -0.018822774137045823 0.010879754258379563 -0.11866202224969009 -0.15271489558520257 0.005042598579431597 -0.00200251103363962 -0.12651593787393944 -0.0038439229984407759 0.0054424593171675459 -0.041658900636685064 0.0049790033803615956 0.049524878270338274 -0.023960522987562224
leaf_weight=5.742721952872671 7.7525189610164471 18.5806575707702 2.0241255738364989 3.1093950097347252 16.91494773440354 3.2582782889567197 0.088495979376605471 13.865483274816254 1.0112753324228823 8.0853202812186264 0.10992731375881704 0.76122974831741785 38.990226849802639 15.039853258029778 24.0496335101077 7.9236415431905689 0.15232837550865952 1.147653768159216 13.529610362384121 5.0584110190611673 3.1532856439462225 0.21258059235697147 0.15575659262503894 0.95721835786025622 0.94871242073713824 0.12141557320501306 0.60254957911638485 0.42595001981680958 1.3006272854363476 1.3730805020750256 0.13374268941333767 0.88609861618169716 1.0338947515410835 1.6544044437941923 0.27791403136143267 0.2898052770015066 1.4535728487144295 0.085514695121672868 2.7308958601365694 6.2770606302256082 24.452990462740903 0.17162161769374407 0.27943366269755543 6.6586222278929164 0.52902467535022957 0.32684172178414883 57.99331875397548 5.3756829229432617 2.3934785382793953 3.7301770369267642 1.8880037759390687 24.101834151267212
leaf_count=1902 2368 21203 645 715 8230 1532 35 8000 494 13564 51 227 13614 7926 15264 3630 31 340 1358 512 890 11 32 221 306 40 78 106 467 290 68 244 195 686 89 48 398 15 3030 3777 10755 105 28 3324 307 99 33874 2837 3764 1409 1369 15029
internal_value=0 -0.00592953 -0.00752248 0.0144748 0.00823961 -0.016819 -0.00819519 -0.0151267 -0.00491358 -0.033419 0.103541 0.0182376 0.0045927 0.00987388 0.0161591 -0.00469723 0.0198372 0.035642 0.0142603 0.0209291 -0.00416564 0.0194981 -0.101252 -0.0301061 -0.0567388 -0.108503 -0.137713 0.00530544 -0.00523804 4.62888e-05 0.0369767 -0.00283688 -0.0124963 -0.0219349 -0.0391724 -0.0630687 -0.0431729 0.0242649 -0.00481166 -0.00422849 0.00405243 0.00989283 -0.00652998 -0.00789325 0.0088501 -0.0511429 -0.00957162 -0.0171696 -0.00535445 -0.0159487 0.0149506 -0.0200812
internal_weight=0 208.225 193.157 15.0685 130.945 44.9994 26.4188 23.1605 14.8768 8.28374 0.198423 34.9792 95.9663 56.0899 39.175 148.157 34.218 8.90017 25.3178 18.588 6.7298 3.52162 0.368337 3.20817 1.82501 0.876294 0.754878 1.38317 146.133 9.19207 5.87646 39.8763 6.08267 5.04878 3.39437 2.02129 1.74338 24.1351 144.833 142.102 30.9017 24.6246 111.2 103.276 9.40249 0.855866 93.8739 33.4871 60.3868 33.2077 8.54663 27.832
internal_count=185532 133719 129328 4391 51813 44879 23676 22144 8494 13650 86 6520 45293 31435 23205 84449 6293 2708 3585 1870 1715 933 43 782 455 149 109 327 83804 2421 1970 13858 1706 1511 825 535 446 15279 83337 80307 14637 10860 65670 62040 5099 406 56941 19303 37638 19275 4693 16438
shrinkage=0.1


Tree=54
num_leaves=53
num_cat=0
split_feature=3 14 11 8 3 6 15 4 1 14 4 1 14 8 6 10 1 11 3 1 6 12 1 10 4 16 12 12 1 15 10 16 1 4 8 15 10 6 4 15 4 10 3 7 4 14 10 14 4 15 16 12
split_gain=1.87387 0.732713 0.478343 0.467859 0.430887 0.424041 0.396493 0.432327 0.432292 0.376763 0.318736 0.356402 0.317461 0.304247 0.323291 0.391776 0.301024 0.296182 0.294435 0.312437 0.278212 0.263612 0.298634 0.414032 0.289079 0.258698 0.251958 0.37525 0.339902 0.24915 0.246952 0.396436 0.748387 0.6566 0.296803 0.276118 0.243723 0.283149 0.238348 0.238345 0.237941 0.329983 0.319138 0.232116 0.228574 0.226464 0.225627 0.225537 0.224057 0.222394 0.222029 0.221774
threshold=-0.058264774270355695 0.17390334686317935 -0.035542890896730919 -0.056707910081106809 0.01679143495857716 0.16469418592876153 -0.10073321807088428 -0.13803993006563012 0.65244099497795116 -0.030386174768206851 1.353957103492019 0.00053379888413473975 -0.19170049335289416 -0.013084464505631067 -0.04204243336546995 0.00053205356743473841 0.065155725926160826 0.076704857000224114 -0.9630518276899237 0.1185443438589573 0.26247601891240685 3.5282071458185595 0.98734652996063244 -0.007985426796344999 1.4478914075060272 -0.10264870946494706 2.0958246211224969 2.7038004884702116 0.99088570475578319 0.17469135300461949 -0.00045255494912843072 0.05661227949945672 0.50974100828170787 -0.86946251258759222 0.079461502922999264 0.082760732157537112 0.060931450939137322 -0.31570734035750619 2.2972264676317997 -0.14671885982162641 -0.053237200855387252 -0.0040972709396630098 -0.062038998818024986 0.0039573311089635349 1.194750959339365 0.066550887048181198 0.037688420693167704 0.32560317210674378 -1.3262616956836422 0.22594354360281674 0.090446116085086167 -0.30476169562788497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 -2 17 39 12 8 18 -9 29 -12 -1 14 15 -10 -4 48 19 -8 36 22 25 -24 -23 -18 -25 28 -28 -7 31 34 45 -34 47 -32 40 -38 -29 50 41 42 -14 -42 -11 -33 49 -20 -3 -5 -6 -46
right_child=1 4 16 46 5 10 7 9 13 44 11 -13 20 -15 -16 -17 21 -19 30 -21 -22 24 23 26 -26 -27 27 38 -30 -31 35 32 33 -35 -36 -37 37 -39 -40 -41 43 -43 -44 -45 51 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.015519130898116499 -0.051427264358985661 0.056386577892440018 -0.0087948916831436987 0.029639518951957711 -0.094130489365998118 -0.033027622417852474 0.082561522845766441 0.011052068145107844 -0.15504070780811013 0.0010282011362903103 -0.00083851231411491737 0.098821215787541203 -0.01977538125571229 0.062424854375192851 0.053310674053836729 0.040768191632454154 -0.017688198690063731 -0.088511919952532866 0.016916306677245984 -0.096835711057731547 -0.041268041957179702 0.015300422336412298 -0.016911598264540636 0.056451401811633356 -0.077018591514920895 0.0013312322458657903 0.084818276353596858 0.11555470905182721 -0.089849106558035519 0.031975442883239398 0.016576492100342576 0.0043491706436797053 -0.31974470013316159 0.0015764764070360041 0.074552144735995793 0.042002996780932583 -0.15012139127549742 0.0087892327200594766 -0.11089220613812041 -0.034658227365126047 -0.0021197110178274533 0.022377633115595374 0.10270376656955832 -0.03956931668729493 0.039099502962546225 -0.04787183932488117 0.068227385201041185 -0.092001494684109092 -0.0020489575440926322 -0.037616342130714416 -0.010750766123495799 -0.032539037679796358
leaf_weight=7.9520313234043014 0.73700059958355257 0.72254029326722946 77.36966477500755 4.0676018035283041 1.3453206938902464 3.6445871349849304 0.1108936021955732 57.416543985362296 0.21467634636064759 13.215615303578035 1.2400943512475349 0.48719489714130748 4.1411150221865682 3.4785309230669545 0.43116711024049426 0.17183313737041317 8.0857165084480567 0.34305616735946376 14.771961683716194 0.41024444354115985 2.2241313629237984 0.53619777191852225 1.7410364200022739 2.8478244225434532 0.88245202372490894 60.871782577673457 0.12976752993563412 0.27323139605869073 0.46391330769984052 0.68822886575799191 11.813648622710394 5.6292931031239268 0.12564771636971273 0.11406331090256561 0.88792794838809719 6.7105137963426378 0.22432564443442971 0.20555651407994346 0.040843766255420633 10.271611628857725 4.3897868256281063 6.1490982197974517 0.20685579261044917 2.6411674896116892 0.46857505976004166 0.95612939226884908 1.3338597856563863 0.17536396067589599 5.7733475408667827 0.54366609541466449 0.42353514486831034 4.0498839829197086
leaf_count=2078 271 208 64924 1447 936 2348 54 17521 85 8265 383 198 1393 2409 318 116 4567 99 5830 83 820 316 681 1263 209 35186 40 159 135 384 4712 1763 9 68 157 2227 5 59 7 10705 1742 2415 56 1187 211 326 516 55 4112 177 534 1154
internal_value=0 -0.0057509 -0.0032636 0.022892 -0.0216871 -0.0297599 0.00931103 0.0117942 0.0194281 0.00711776 -0.00815354 0.0279843 -0.00138273 0.0495804 -0.00522592 -0.0700039 -0.00440661 -0.000299514 0.0163025 -0.0572119 -0.00805003 6.92499e-05 0.000887619 0.0232812 -0.0423654 -0.000902863 0.041906 -0.00393159 -0.0503276 -0.0226149 0.0172567 0.0102431 -0.00988615 -0.177196 0.0189203 0.0258185 -0.00389953 -0.0767774 0.0817859 -0.0406069 -0.00203697 0.00749504 -0.013558 -0.0162513 -0.00561843 -0.00334009 0.0322297 0.0155318 0.00458561 0.0215972 -0.0744686 -0.0249871
internal_weight=0 184.864 159.925 6.68213 24.9395 18.1006 149.287 121.153 46.0019 75.1506 6.06011 1.72729 28.1341 4.29621 0.817677 0.386509 153.242 6.83894 41.7057 0.521138 20.182 75.8728 74.4541 5.49662 1.41865 68.9575 3.75558 0.907756 0.593681 4.33282 41.1845 22.6604 6.82513 0.239711 15.8353 18.5242 17.9579 0.429882 0.314075 12.0405 17.528 10.4971 4.34797 7.03095 17.7341 6.58542 5.94513 14.9473 6.49589 4.61127 1.76886 4.51846
internal_count=184923 129805 109898 2411 19907 15488 55118 45363 18212 27151 3313 581 9755 2928 519 201 107487 4419 15284 137 7677 42563 42038 2285 525 39753 1604 341 175 2732 15147 8208 2166 77 6042 6939 6857 64 166 12175 6793 3864 1449 2929 9630 2089 2140 5885 4320 1624 1470 1365
shrinkage=0.1


Tree=55
num_leaves=53
num_cat=0
split_feature=2 3 6 6 16 10 15 1 7 14 9 8 3 6 1 10 14 3 10 9 9 2 12 10 6 7 16 12 3 8 12 2 14 6 2 1 1 12 12 9 2 3 7 8 10 1 3 1 1 15 16 16
split_gain=1.715 1.02533 0.511846 0.508654 0.426397 0.550187 0.42015 0.399317 0.431209 0.352156 0.349921 0.341947 0.477594 0.340098 0.339789 0.334354 0.330961 0.323187 0.322021 0.297381 0.287377 0.284393 0.276149 0.274274 0.398191 0.413427 0.353155 0.343969 0.271024 0.253172 0.243502 0.239746 0.251561 0.235911 0.255107 0.235006 0.233147 0.228464 0.228176 0.2323 0.222554 0.344234 0.260333 0.259932 0.219556 0.218618 0.215905 0.440061 0.619036 0.219055 0.218381 0.360265
threshold=0.00066432534367777418 0.059338443941669546 -0.069915884649745588 0.26015838596626389 0.079072079433769912 -0.0376513470191936 0.079442396528450573 0.63029381632804882 0.01941164233375783 0.17774220177636621 -0.049250140475189823 0.012280731803434012 -0.84711981238797296 0.18139963825752956 0.0066292150877416143 0.0021985228723999067 0.07601021182294386 -0.12965077534317968 0.010073582990548351 0.010264851627271995 -0.01312928602018471 0.014964205212891104 -1.3172253808331107 0.0042098725314555227 -0.16332344455825157 -0.0070058471441333163 -0.1332251251925349 0.57627330101381757 -0.17113914713263509 -0.065411472087766862 -1.4019201974427984 0.012227865401655437 -0.079778532027332788 0.19965738377564782 0.9987773895263673 0.89407354593276989 0.99747967720031749 1.9627335336857623 -1.3074440110863403 0.049523023413564099 0.044349322095513351 -0.044858847744762891 0.012078883802837607 0.021784590548778796 0.00053205356743473841 0.57871246337890636 -0.92490219045430411 0.99747967720031749 0.99683645367622387 0.18919950586245612 0.021610126268166913 -0.057811890761833913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 4 5 -2 10 8 -1 -3 -4 12 -5 -8 33 22 18 19 23 -17 -13 -11 -16 29 25 -25 -27 35 -18 -9 -14 -19 -33 34 -7 -26 40 -36 39 -34 42 -42 43 -24 -23 -6 47 48 49 -31 51 -48
right_child=1 2 6 11 45 14 13 16 -10 21 -12 20 30 -15 15 17 28 31 -20 -21 -22 44 36 24 27 26 -28 -29 -30 46 -32 32 38 -35 37 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 50 -49 -50 -51 -52 -53
leaf_value=0.044336128765088495 0.031480105146707356 -0.018293362273043828 -0.061984062662769693 0.056933593881092294 0.0096110833266217638 -0.033125615193417106 -0.0085587573790458279 -0.054212245696376331 -0.032955293878761158 -0.17863005051014724 -0.0106549628412282 -0.036494100866680687 -0.055502606323300979 0.029278031819073277 -0.018236540199257547 0.031206026426066985 -0.13148759330585233 0.024848378234917472 0.05268921053875647 -0.0026383689397570858 0.021202600560016133 -0.073045063052036535 0.0053409292786859488 0.092457888845979774 -0.09217004335307169 0.11910044517519368 -0.020002723882652923 -0.073752400737635268 0.027452255930946391 -0.022633908828805508 -0.016849463779854145 -0.02661044568384039 0.032150780937444633 0.01969689478350746 -0.0514703441636035 0.037352866448431291 -0.13130379032880754 0.20409127034168317 -0.0017860304729186271 -0.095570889563758296 0.0048018074888140187 -0.016553128443682494 -0.012968707326561397 0.055292825290164195 -0.030646474913134211 0.037153533861667608 0.010027047032211814 0.062630113127495238 -0.14943689986537254 0.096557079415236988 0.0022879580987074121 0.030783200820960085
leaf_weight=7.3723178973996237 5.3715015924644822 15.556475114776733 1.3844557834936519 0.82104862097913311 37.39659346236931 5.9131493870208933 4.5574671491267491 0.51242433942387933 0.787252549198456 0.14296003831259341 25.608151370502128 1.0468636883178986 1.7613656457851998 4.9304713457605658 11.046792028778325 8.5691901281620613 0.26779379027902905 3.9307408594258986 2.0245422488387694 3.7176544572303092 4.5658790036161454 1.717665395476615 37.040273086453453 0.53404355788370628 0.16159688585321363 0.18602423246920818 1.7457700775994449 1.3203540374524889 0.16354779500033956 1.1146469351083319 20.111060194461622 3.4669152629103364 3.1571953212151196 1.1163059081852678 0.048672238657672895 0.62613554424024187 0.12020626296725723 0.069614205258403672 20.36901486978331 0.13232334585336492 12.924694296210875 18.107565914950101 8.1066465567091637 1.0546089859635674 4.3185672789204546 3.1085876166416702 16.529411938618061 0.5320680326067303 0.38037525219624502 0.16097695048665617 8.1456864212582314 16.959255568902357
leaf_count=2501 1792 16701 1084 147 17869 7356 4773 121 381 33 23949 487 628 2629 6236 4034 78 2238 423 1191 1631 1411 20770 42 32 23 251 291 79 317 7145 1758 1892 710 71 184 44 73 12845 44 6777 13108 4127 441 3884 1693 4110 168 40 16 2063 4232
internal_value=0 -0.00244997 -0.0142092 0.000763795 0.00267645 0.000130516 -0.00696565 0.0162916 0.036824 -0.0263511 -0.0133263 -0.0117149 -0.0171787 0.0111212 -0.00108573 6.76899e-05 0.0130184 0.00726057 0.0137675 0.0209765 0.0103609 -0.0465274 -0.00345973 0.012138 -0.0111435 0.0160996 -0.00565354 -0.0428794 -0.0725098 0.0145433 -0.0200043 0.00182528 -0.00152493 -0.0222931 -0.0300993 0.00934906 -0.00134581 0.105885 0.00216814 0.0265319 -0.00111369 -0.00766128 0.00328539 0.00674867 -0.0428886 0.0117401 0.0153687 -0.0151567 -0.0405451 -0.00648356 0.0169787 0.020549
internal_weight=0 271.291 58.2162 213.074 184.768 144.263 36.4805 59.5242 8.15957 21.7357 26.9926 28.3062 22.6935 9.48794 138.892 131.744 51.3647 43.343 50.9333 12.2868 5.61274 6.17919 88.4008 48.9088 4.57392 2.46584 1.93179 2.10809 0.431342 44.3348 21.8724 31.0562 27.1254 7.14774 6.03144 0.787732 77.354 0.118286 23.6585 3.28952 77.2338 31.0323 46.2015 38.0949 6.03623 40.5052 43.8224 2.18807 1.656 1.27562 41.6344 33.4887
internal_count=184923 169571 54464 115107 105069 85507 32435 15352 2882 22029 25033 10038 7920 7402 83715 75505 12470 24002 12313 5225 2118 5328 51503 11890 823 316 274 507 157 11067 7773 18777 16539 8210 7500 216 45267 144 14781 1936 45223 19885 25338 21211 5295 19562 10946 541 373 333 10405 8342
shrinkage=0.1


Tree=56
num_leaves=53
num_cat=0
split_feature=3 9 6 15 9 6 14 6 4 3 13 14 14 11 8 6 10 8 14 7 8 13 6 11 10 3 3 9 10 5 13 7 4 5 13 11 15 13 3 5 7 8 8 8 6 3 3 6 6 7 3 8
split_gain=1.24626 0.614205 0.60169 0.475832 0.471632 0.363473 0.523815 0.329998 0.527731 0.610799 0.605791 0.39019 0.322386 0.360988 0.30439 0.469209 0.316745 0.302524 0.28862 0.281136 0.284478 0.273334 0.273448 0.503084 0.268933 0.264702 0.2642 0.259949 0.288839 0.276735 0.390107 0.419784 0.369927 0.347028 0.374987 0.341671 0.33661 0.268601 0.268617 0.331105 0.257579 0.250567 0.239205 0.291193 0.237475 0.235235 0.253678 0.251233 0.234709 0.238867 0.314304 0.251521
threshold=-0.03914131969213485 0.018657743376542732 0.44851032499078147 -0.44424157943766607 -0.036339321827620542 -0.071577168554051579 0.17390334686317935 -0.035624939230512138 1.0620748035708485 -0.92490219045430411 0.094699557041192026 -0.10730835934697179 -0.27923132215831031 0.0041235739491482159 0.011968972268568844 -0.35299119264032192 -0.012395803112703097 -0.02447312185529317 -0.076268601650579707 -0.012725583359977479 -0.022526556951995316 -0.38409616007428021 0.14380950110065255 -0.012505857135214323 0.0517423078867578 -0.70016673856349587 0.065424397587776198 0.044155001091746228 0.10228412177779365 -0.25134221251545702 0.032598571161513303 0.10791446299389167 0.63965676198111765 0.39809286497211333 0.38605872430434329 0.011060725972627779 0.074617788116825998 0.054481716115446187 0.00065326585900038492 0.43085980988977762 -0.021751371994326918 0.10613868661702437 0.0034483493793610767 0.0029408338401947813 -0.063926547688437016 0.0051117613911628732 0.0028340294375084345 0.26015838596626389 0.39104448631668026 0.0067081895382856433 -0.32296800882750171 0.013950569247767997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 18 6 14 -1 -9 10 -10 12 17 -14 24 -16 -17 -11 -5 20 -3 22 23 -7 26 -21 -6 28 29 35 32 33 44 34 -32 -23 45 -35 39 -39 -38 -20 43 -19 -31 46 -34 -48 49 50 51 -27
right_child=3 19 -4 4 5 21 -8 8 9 11 -12 -13 13 -15 15 16 -18 42 41 25 -22 27 -24 -25 -26 48 -28 -29 -30 30 31 -33 36 37 -36 -37 40 38 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.009821091114779204 -0.076159180531111481 0.010713875253399849 -0.057154604398992649 0.017622862045181195 -0.0045230624229683318 -0.13551506184512369 -0.033240131679032198 0.005005267589265755 -0.15424998332978115 0.040585512459778129 -0.0094567061040836155 -0.024728485612410978 0.02094575235709701 -0.12161125213577301 0.085043962323992695 -0.035684116907679919 0.015278007257993343 -0.03541788072662732 -0.04709988733798829 0.045819984201272444 0.049589447666853831 -0.0070340114424970214 0.0011398984590655645 -0.024579178322323179 -0.095287916059645747 -0.059499668919076133 -0.022423506702550628 0.031332354752654328 0.091131814349990736 0.035314507355314231 0.011475148859557457 -0.11829623949599131 -0.016348581092300862 0.045096349707748021 0.051250983303530617 -0.050555853315946822 -0.10715222451720093 -0.067847641542526718 -0.00081449434663657515 0.008387512547882732 0.038991737134434303 0.057302039588851765 0.02483433512432752 -0.17613606965456718 -0.014245424041926606 0.0067403220420545161 0.015862516941904437 -0.18570099382743616 -0.038427143428662436 0.021247206995545127 0.013795540696813408 0.042765437162448183
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leaf_count=27545 405 693 735 504 18718 119 7500 25005 39 95 61 2046 1257 20 313 950 3711 396 3570 663 1224 7099 1587 3495 105 273 13165 1158 134 764 17042 60 1283 355 1838 1341 50 350 1812 329 1715 173 67 8 25411 5735 88 19 349 2688 802 82
internal_value=0 0.00616659 0.00362565 -0.00616987 -0.00575257 -0.00468599 -0.0109672 0.00433129 -5.88213e-06 -0.0136013 -0.0840702 -0.00943706 0.00349911 0.0170757 -0.00690515 0.0117064 0.00311655 -0.0186612 -0.0330247 0.0208749 0.0358512 -0.000979909 -0.0230122 -0.0442649 -0.0102388 0.0130985 -0.00947395 0.000283074 -0.000617853 -0.000966244 0.00119246 0.00888067 -0.00529792 0.00979855 0.0153529 -0.0152103 0.00698373 -0.00776784 -0.0136858 -0.0407824 0.0340059 -0.0423196 -0.0311083 -0.0436761 -0.0123999 -0.00102874 -0.0262147 -0.118157 0.00801869 0.0116578 -0.00770692 -0.0418443
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internal_count=184946 64048 57274 120898 120493 116246 44462 56539 28994 3989 100 3889 1843 1277 36962 4974 4661 566 4247 6774 1917 71784 5201 3614 31988 4857 31883 66583 65425 65291 56851 21786 35065 21726 18880 8440 8890 2846 2491 679 1765 3743 471 404 26175 7125 1390 107 4194 3845 1157 355
shrinkage=0.1


Tree=57
num_leaves=53
num_cat=0
split_feature=2 3 0 5 10 6 7 4 9 7 9 13 13 4 2 13 3 11 5 13 4 9 6 4 3 16 9 7 10 5 4 5 16 7 9 4 4 7 13 16 4 16 4 5 16 10 16 9 7 2 4 7
split_gain=0.867878 0.479339 0.39754 0.381556 0.36808 0.378739 0.455892 0.372546 0.566209 0.573008 0.4495 0.337668 0.311451 0.306725 0.591084 0.405564 0.357211 0.328763 0.31978 0.452188 0.291818 0.483736 0.39772 0.27703 0.271105 0.326923 0.348368 0.269157 0.265142 0.295589 0.374909 0.28142 0.412541 0.324203 0.26025 0.25837 0.300706 0.286797 0.253317 0.261517 0.362314 0.249983 0.245939 0.231984 0.230141 0.409428 0.288993 0.226189 0.225432 0.219545 0.294935 0.216446
threshold=0.085351735353469863 0.39817529171705252 0.00030642122146673506 -0.63255424232174573 0.00022515661857379005 -0.019593972664938428 -0.0042666476575726224 1.0309608395486849 -0.0041355398656098396 0.00085323302132787394 0.003445237943222251 0.066632857772071494 -0.015302449966775216 1.4387377455964052 0.00073927396442741166 -0.37290677868906213 -0.5094463862478732 0.003170945348666551 -0.49590101229200467 -0.013537528858471723 -1.2068786467574555 -0.00021404040237078573 -0.16332344455825157 -1.443995444849504 -0.92490219045430411 -0.046610561338951244 0.0065559071042663895 -0.0050574026700806697 -0.0029911745103536713 -0.032777236367834979 1.1658198222839322 -0.072041828477239056 0.0077498320777681113 -0.012725583359977479 0.0036429872278952915 1.4527123158301227 1.353957103492019 -0.0022018478913791262 0.71507578003342198 -0.038414667649424361 0.69396003899310033 -0.1332251251925349 -0.053237200855387252 -0.48980527591289524 -0.047690349841909847 -0.0035765346506775758 -0.032705656098067658 -0.018577126604223542 -0.012725583359977479 0.35250110924243933 0.32671801916495496 0.066462915469677836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 48 5 -1 27 11 -9 10 -10 -8 -12 14 34 -15 23 24 19 -18 21 -2 -23 -16 25 -17 -27 -7 29 30 43 33 -33 -30 -5 36 37 -34 39 40 -20 -19 -40 -22 45 -11 -46 -35 -4 -39 -51 -26
right_child=20 -3 3 13 -6 6 7 8 9 44 12 -13 -14 15 16 17 18 41 38 -21 28 22 -24 -25 51 26 -28 -29 31 -31 -32 32 35 47 -36 -37 -38 49 42 -41 -42 -43 -44 -45 46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.026304575435192375 -0.016678750865611165 -0.041892047574313668 0.013532048700979023 0.012861785630839964 0.033051492253863189 0.015075871353365114 0.025837463187031819 0.048206633093096654 -0.15592394796576226 0.015540368735806066 0.036941036214761289 -0.031878646323636843 -0.094905605097681728 -0.1195295278907208 0.098999297764913202 0.059999985734243561 0.01238052413367802 -0.16013462180841845 -0.0076250989327547383 -0.055835460224603443 0.027817227213859139 0.07852236617268786 0.01165749838266667 0.016352509782969205 -0.0027766814448376901 -0.14929378195113696 0.019712160837909533 0.094658571816335205 0.0092920840208734253 -0.034807734316677739 0.056878819991119614 -0.014718172522423398 -0.020757384537802834 -0.058429465849749465 0.037808068787350338 -0.013738601364035985 0.035703513700086467 0.025204387309076204 0.050942034886772417 0.0038231952962359452 0.033849463867426093 -0.035817933912082808 -0.013973376330406692 -0.021432936695021051 0.094236687911807712 -0.18646776769410894 -0.020653049339473123 -0.018918609446545432 -0.097675543359197509 -0.053919061317578676 0.0093060023494641684 0.087597959068663911
leaf_weight=6.5397016138103981 3.5393657051272385 2.309134625123078 0.2557912312913686 13.949964540962357 8.1231956188530585 2.6588329626647469 2.5576782305924981 0.58558044052188085 0.74820576506317615 0.20716228862875141 0.27899270076159155 1.6542068485905472 0.44770637093461119 0.29785275831818836 0.40530901352758419 0.15439025821979158 1.6700222971412588 0.1832469807122834 40.837255978360645 2.2886160659545558 1.085826852628087 1.3197588534712852 2.6799556142068459 10.504807398374622 28.030302619197759 0.38700875038921978 0.16922002471983433 0.49065152480034413 3.8797725422091416 8.3367599873595264 0.77796963059518098 15.512975663388259 3.2953139509664906 1.5946086595940929 5.9754439952507701 4.9715806698386578 4.1027702365099676 6.1159230068174129 1.9303058201930983 100.65630781383925 2.2035519179607936 0.92595473582332377 0.82413927506786322 7.2532361650760331 0.27311608364107076 0.17255197634221975 0.87053394329268474 14.87862219969565 0.58472243178402905 0.91794924625105512 3.4749539527256275 0.24994716187938948
leaf_count=1496 1965 2107 114 6676 1300 415 424 65 68 24 22 380 27 36 123 29 566 18 22562 868 573 501 1214 5022 6543 41 13 51 3986 7143 373 13624 4109 1256 2427 3099 1522 4017 888 52309 2164 230 531 8360 15 13 61 20662 254 2069 2550 41
internal_value=0 0.00327768 0.00371883 0.00229964 0.0154849 0.00729875 -0.0040811 -0.0170478 -0.0406624 -0.0581991 -0.102251 0.00313129 -0.0446107 0.00256924 0.00412836 -0.00672388 0.00212031 -0.00553844 0.000851915 -0.0271299 -0.00854262 0.0102073 0.0339677 0.0195773 -0.00347647 -0.0637219 -0.0988497 0.0279309 -0.0103997 -0.0212168 -0.00874588 -0.00718037 -0.00213835 -0.016681 0.0203697 0.00639627 0.0119944 0.00491127 0.00161144 0.0010337 -0.00548877 -0.0585356 0.0315537 -0.014975 -0.0148676 -0.0804499 0.00779601 -0.0228015 -0.0642485 0.0129816 -0.00406802 -0.00192396
internal_weight=0 240.401 238.092 212.484 25.6081 17.4849 10.9452 7.79573 3.58385 2.99827 1.4749 4.21189 0.726699 211.644 181.246 30.3979 161.32 30.1001 150.41 3.95864 83.7373 7.53908 3.99971 10.9101 28.9909 0.710619 0.556229 3.14948 76.1983 17.4538 9.11703 58.7445 38.3915 20.353 19.9254 22.8785 17.9069 13.8041 146.452 143.697 43.0408 1.1092 2.75445 8.33906 1.52336 0.379714 1.14365 16.4732 0.840514 10.5088 4.3929 28.2802
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shrinkage=0.1


Tree=58
num_leaves=53
num_cat=0
split_feature=1 1 15 10 9 7 4 13 11 5 6 4 5 1 9 11 6 10 10 10 5 13 7 4 12 4 1 10 3 4 6 15 7 12 10 13 5 4 7 1 9 1 11 7 11 3 9 1 9 12 5 6
split_gain=1.08235 0.463109 0.289742 0.359568 0.308529 0.261381 0.258548 0.359875 0.354128 0.345732 0.423067 0.288607 0.245503 0.527415 0.385198 0.373878 0.316801 0.298201 0.287003 0.310926 0.260495 0.245019 0.391021 0.290927 0.415948 0.284651 0.322095 0.269323 0.267983 0.291982 0.280126 0.42574 0.328132 0.258013 0.237276 0.23048 0.283326 0.294463 0.251692 0.226311 0.235859 0.282851 0.257607 0.221427 0.220024 0.291572 0.30218 0.240764 0.217078 0.215586 0.347475 0.211644
threshold=0.1905450448393822 1.7280442079936623e-05 0.047448920340138673 0.060931450939137322 -0.013558260925721778 0.058895397487160057 0.63965676198111765 -0.044778670620560977 -0.0014415469036782147 -0.46023882216289547 -0.19581841832374039 -1.5846226496631479 -0.066649434422817358 0.0015393918729387226 -0.056045380670894131 0.00047175822376714394 -0.28110159839555648 -0.10110361240001629 0.022147743606031934 0.01560831264977961 0.44298974856018319 0.25279553056293097 0.012078883802837607 -0.044215390627082511 3.1147541563617014 1.2665686741284246 0.76179915666580211 0.022147743606031934 -0.056540754914749407 -0.90620554530060626 0.19249966552758685 -0.22400240057035378 -0.00735470307850379 -1.5873520005416479 -0.00478813765262658 -0.15302503819213534 -0.035476443581294252 0.36051065070322907 -0.022542591362870287 0.98503190279006969 -0.0031514807645332886 0.9961184859275819 -0.0089242335815834534 0.020739084365414426 -0.0030504851748812717 -0.087653411552309976 0.022203887625883309 0.94984394311904918 0.009507895205514847 3.6677780994660973 -0.037906012436521426 -0.068620722527107755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 51 12 4 -4 21 7 9 -8 -6 11 -11 13 -3 -15 16 18 -17 19 -14 -20 27 23 34 25 26 -25 28 30 33 48 -32 44 -30 -23 36 37 -19 -38 -27 -41 -42 -43 -5 45 46 -33 -47 -2 -31 -51 -1
right_child=5 2 3 43 6 -7 8 -9 -10 10 -12 -13 15 14 -16 17 -18 35 20 -21 -22 22 -24 24 -26 39 -28 -29 29 49 31 32 -34 -35 -36 -37 38 -39 -40 40 41 42 -44 -45 -46 47 -48 -49 -50 50 -52 -53
leaf_value=-0.053184976518345986 0.0096623604669373638 -0.051415057885034747 -0.0179162347118134 0.066648117981566876 0.031953164848931806 -0.023177710202200524 0.050449377206106628 0.0083051670344601054 0.0070752898728157973 -0.071373855727075206 -0.020811612458034347 0.019873529898969195 -0.03222468987680862 -0.061941327833595211 -0.0071246090451430565 -0.082539382459521124 -0.0072190502075959164 -0.032401406789156449 -0.12227987692643685 0.098132042616467852 0.028983439746281404 2.0075317512200526e-05 -0.0082882612040151901 -0.004901162753075409 0.055430586480936572 -0.026271096398435445 0.036830256216420186 0.04709607608016754 0.11762447729681072 0.0014855057127999168 -0.080454469636533285 -0.069163645670887383 0.0083132142704302713 -0.063862604066682496 0.058706867484279252 0.0080644214530273574 0.025182869989832525 0.073358304263923618 -0.020815234854940114 0.044203063410012955 0.0066615658191044955 -0.1813390374034054 0.024281832761900407 0.0037692739493460203 0.016364019178891336 -0.023698243985401296 0.0030876685576329559 0.11950441875713136 0.026005753876414212 -0.12471457848879741 -0.0078147506989705764 -0.014055950792558737
leaf_weight=2.5964047607012617 32.867699671654009 3.1980760593996811 7.8389862605858971 1.3444391223310952 1.8632091944673437 2.6304555534043166 2.4694790275061678 25.176203431927551 7.7731593901917204 0.35825201887564606 15.719863188768045 4.500116882299154 2.8352296726116037 1.3137552462503652 34.862595286554097 0.38435400548769294 36.08451900012858 0.38484873212291926 0.58114213251974423 0.17859492971183488 0.13325424709182698 0.86539688622360689 4.7958456339383693 2.8244868762576534 2.4094788969887295 2.8881740402048299 5.3198383120643484 1.5722829875621744 0.068339382269186788 25.174781976122862 0.62113309308915887 1.9330627330127756 17.885503922439966 1.0869396753660137 3.3610914773107714 33.685383150664165 1.3722534403268571 0.76258699146637809 8.3195261038916861 1.3010515731148191 1.1253447044800848 0.15269422183337156 0.089024858512857352 0.9548953897665341 1.0817697704769695 0.26471657385263858 0.82105095412407525 0.18689075516795128 10.799005677702551 0.33770739924148074 0.90346891605440649 2.9708410040166191
leaf_count=1061 15570 6260 4580 528 627 959 1016 14070 4873 104 12963 3077 1423 814 30875 93 20526 528 71 72 40 628 2279 1738 586 742 2711 680 21 14615 141 367 3128 332 2051 19703 1127 455 6804 291 188 33 21 319 310 72 153 26 3233 88 274 1111
internal_value=0 -0.00402754 -0.00320193 0.00204432 0.000678738 0.00790871 0.00320269 0.000100172 0.0176013 -0.009104 -0.0128455 0.0129117 -0.00607651 -0.0125992 -0.00914444 -0.0030431 -0.0100964 0.0032113 -0.0377809 -0.0239752 -0.0940467 0.00858926 0.017373 0.0234265 0.0172658 0.0104914 0.0223783 0.00627742 0.00558622 -0.00270096 0.00902396 3.74946e-05 0.00235432 -0.0515234 0.0467403 0.00398385 -0.00869 0.037933 -0.0142686 -0.00694792 0.0140041 -0.0149332 -0.1091 0.040762 -0.0224359 -0.0355468 -0.0477414 0.0378231 0.013713 -0.000532878 -0.0409203 -0.0324147
internal_weight=0 197.662 192.095 67.9986 65.6993 123.367 57.8603 47.6176 10.2426 22.4414 20.5782 4.85837 124.096 39.3744 36.1764 84.7217 39.8127 44.909 3.72822 3.01382 0.714396 120.737 25.1324 20.3366 16.1101 13.7006 8.14433 95.6044 94.0321 27.5712 66.4608 22.7941 22.173 1.15528 4.22649 44.5246 10.8392 1.14744 9.69178 5.55629 2.66812 1.36706 0.241719 2.29933 4.28749 3.20572 2.75411 0.451607 43.6667 26.416 1.24118 5.56725
internal_count=184357 133120 130948 42157 41310 51237 36730 30841 5889 16771 16144 3181 88791 37949 31689 50842 22132 28710 1606 1495 111 50278 11268 8989 6310 5724 4449 39010 38330 15330 23000 4197 4056 353 2679 28617 8914 983 7931 1275 533 242 54 847 928 618 520 98 18803 14977 362 2172
shrinkage=0.1


Tree=59
num_leaves=53
num_cat=0
split_feature=2 14 0 2 4 12 6 15 16 14 5 15 2 16 5 13 6 4 5 2 4 6 9 0 2 15 15 6 13 4 5 3 16 3 3 3 12 4 9 2 3 5 6 0 16 3 12 4 3 5 15 15
split_gain=1.21259 0.467056 0.368404 0.364009 0.539797 0.443733 0.370196 0.483152 0.359952 0.345117 0.340944 0.339581 0.38953 0.308761 0.36758 0.299092 0.460529 0.435251 0.456832 0.319682 0.291808 0.299587 0.334678 0.272825 0.279582 0.419946 0.272587 0.304716 0.461114 0.280035 0.264361 0.261556 0.260123 0.382817 0.327441 0.259587 0.256168 0.292079 0.255163 0.251256 0.246712 0.487849 0.24528 0.244112 0.363545 0.315367 0.585313 0.27325 0.256457 0.256857 0.233355 0.231687
threshold=0.0046054015401750812 0.17390334686317935 0.0056167792063206443 3.6280936228649811e-06 1.2193625309771963 2.4757110747844173 0.26015838596626389 -0.24866525847500612 -0.10475186761423537 -0.35837793027766646 -0.035476443581294252 -0.22400240057035378 0.00010917182953562589 0.080603709521277572 -0.031214402459028009 -0.044778670620560977 0.24615656315667592 1.4072265869433704 -0.032777236367834979 0.64329969882965099 -1.3752011157201827 -0.13952574148590505 -0.029123063498081209 4.9263120672549128e-05 6.5234355133725344e-05 0.030491517814719819 0.17927187416916487 0.26015838596626389 0.28224621131035799 -1.0584841907846603 -0.23264554982187083 -0.37928709574043745 0.090446116085086167 -0.2979370742104947 -0.32296800882750171 -0.57911677658557881 0.97778527002864013 -1.3493450470120545 -0.0076644611599176312 0.99445158243179332 -0.020902313757687804 0.31153537993170205 0.25174418751383393 1.88436652024393e-05 0.01410434722920303 -0.18905883003026244 -0.57315913564657384 1.4767826490232905 -0.1255413871258497 0.5573758678174644 0.0045846449220896448 0.11825279170656688
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 51 31 6 8 13 -8 10 -7 11 -6 -13 14 23 16 17 19 39 35 -3 -22 -23 -5 25 42 27 -24 29 -29 38 -1 -32 34 -34 -4 37 -18 -17 -19 -11 -42 -25 44 -10 46 -45 -48 -47 -50 -43 -2
right_child=1 20 15 4 5 9 7 -9 43 40 -12 12 -14 -15 -16 30 36 18 -20 -21 21 22 26 24 -26 -27 -28 28 -30 -31 32 -33 33 -35 -36 -37 -38 -39 -40 -41 41 50 -44 45 -46 48 47 -49 49 -51 -52 -53
leaf_value=0.048746106854627005 0.0051626903686814336 0.02074842697917505 0.038033725248752231 0.049230617765454496 0.10775647863185743 0.054510274384783244 -0.088028056694221646 0.0054568373973056484 0.082032035632357003 0.015033392523439 -0.015581502463561915 -0.13318421695612581 -0.027064346487747262 -0.0021854240499995232 0.044743757578317056 -0.027854021552709399 -0.093675388601048973 0.066260768710766693 -0.0083711929125343219 -0.042043073840301655 -0.031856938697134823 -0.04623275634485511 -0.0032720867294501106 -0.067161994832657043 0.018535743976124994 0.041410834282902098 0.033567345394422118 -0.10347464813567538 -0.11755492991566666 0.015304931743133909 -0.00011748695477708958 0.013354692099971836 -0.012054606286266534 0.017258369564232219 -0.13157146882120127 -0.01322868582398052 -0.016593017921874734 0.020886754544938404 -0.002467705491046409 -0.035754375774143858 -0.091706372360273736 0.10201711918926298 0.076404535989739619 0.065572560839216462 -0.045270314781806743 0.043893869521186388 -0.041374191367911976 -0.0048609695885449737 0.008670142723277709 -0.047635764667934649 -0.041399887420678683 0.029689057873148291
leaf_weight=4.0341139920637943 15.727565704623432 2.099565757454914 0.99205902034009241 2.5347949854058269 0.084306819597259053 1.9537719575309891 0.55953281036545277 13.122405421006986 0.74088212534116482 6.0965479785900234 3.9735343407883184 0.73228692263000972 0.66277031810750486 4.8931764526951147 7.082727046369885 5.8499865230160166 0.21111928712343697 1.77009094330424 3.0297333829948903 3.8539771081150311 9.7004846322033753 2.1823404000178988 11.42773064530717 1.2037865208167233 17.155941217980399 0.69769476360306715 1.6583419582948398 0.23499860105221149 0.60058167167881027 0.91179957478720908 74.793122391164502 4.3470739467447839 1.0821736723228239 16.986422353403668 0.27475188221433455 47.922220891050301 2.7729731287454333 8.8771388890505687 12.186161829277806 0.26776230867835682 0.63359149844472884 0.25704661336203571 0.11723001301288594 0.76024486147798498 0.30527645449183183 1.7052451242889253 4.6076142497040617 3.6898920895910123 5.5576331646043311 0.93034438570612099 0.18029708391986787 5.0876139514748493
leaf_count=310 6205 863 437 450 12 307 156 2684 58 1243 1042 72 160 2691 5488 3774 50 547 2048 9334 6347 1816 11404 444 10391 218 1115 71 144 710 45855 461 456 8105 61 38854 1143 4249 8799 100 213 62 10 137 32 370 650 843 1763 196 65 1342
internal_value=0 -0.00311753 -0.00141546 0.010645 0.00856944 -0.00127653 0.0154001 0.00152556 -0.00847655 0.0174512 -0.0309832 -0.0716823 -0.0837333 0.0210318 0.0249765 -0.00286565 -0.00800059 -0.0116814 0.016271 -0.0143704 -0.0150223 -0.0178453 -0.00983274 0.0184964 0.0143921 -0.0206788 -0.00442903 -0.00925 -0.0479227 -0.0102308 0.000354343 0.0304561 0.0025007 0.013166 -0.037629 -0.0121757 0.00993813 0.0180496 -0.0107208 0.0526652 0.00724053 -0.0366481 -0.0535848 -0.00174581 0.04475 -0.0046082 -0.0174518 -0.0251814 0.00959762 0.00048915 0.0435783 0.0111774
internal_weight=0 230.501 201.685 88.6198 80.2386 32.8713 47.3673 13.6819 23.75 9.12126 5.4529 1.47936 1.39506 33.6854 28.7922 180.87 69.6971 57.8358 5.06759 52.7683 28.8158 26.7163 17.0158 21.7094 19.1747 2.01871 14.8335 13.1751 1.74738 1.1468 111.173 8.38119 93.1365 18.3433 1.35693 48.9143 11.8612 9.08826 18.0361 2.03785 7.16748 1.07094 1.32102 18.2971 1.04616 17.251 9.05775 8.29751 8.19322 6.48798 0.437344 20.8152
internal_count=184357 153829 131359 30528 29757 7225 22532 2840 5335 1890 1286 244 232 19692 17001 123812 56762 51320 2695 48625 22470 21607 15260 11513 11063 672 13444 12329 925 781 67050 771 54477 8622 517 39291 5442 4299 12573 647 1583 340 454 4049 90 3959 1630 1493 2329 1959 127 7547
shrinkage=0.1


Tree=60
num_leaves=53
num_cat=0
split_feature=1 1 3 0 4 4 12 4 1 12 12 6 12 3 15 7 6 4 6 0 6 15 6 14 1 7 0 13 0 4 8 15 1 11 7 15 1 11 15 7 3 14 12 12 1 15 12 12 1 12 7 8
split_gain=1.34773 0.626436 0.403984 0.362533 0.356899 0.320247 0.467813 0.34656 0.422698 0.390862 0.360785 0.343863 0.335916 0.334989 0.319902 0.368469 0.318799 0.315867 0.327296 0.319767 0.315066 0.319199 0.305908 0.371397 0.268886 0.278723 0.294425 0.265484 0.258552 0.252687 0.238318 0.326073 0.332138 0.371768 0.233939 0.227684 0.224848 0.37307 0.351528 0.366828 0.224192 0.223196 0.21709 0.486567 0.425261 0.325195 0.314939 0.296656 0.274822 0.270926 0.316341 0.247968
threshold=0.1905450448393822 0.00053379888413473975 -0.53028562478721131 1.88436652024393e-05 0.30669861409223204 -1.3061937576891089 -1.0386949539329795 0.37529255658543054 0.94229397177696239 2.2744036551762044 -1.6932728346641577 -0.19581841832374039 -1.1316106039035494 -0.17701934650540349 0.073149557026122428 -0.089421682214424383 0.26015838596626389 -0.27711828664370503 0.43482911843438471 0.043760968372225768 0.36543616207544594 -0.19202180858683471 0.25174418751383393 -0.46036732413946641 0.98734652996063244 -0.026431739589030657 0.017712679691612724 0.9392453912439227 0.0040153872687369594 -1.3262616956836422 -0.013805869367913696 0.10481825050015732 0.90557980537414562 -0.017991829566609743 0.0032518510187170796 0.25008310848795456 0.99874538183212291 -0.011670664748760688 -0.13766748663771031 0.0040839128460283336 -0.37928709574043745 0.079520589246510689 1.0864632841872253 1.3621047428844859 0.99534648656845104 -0.14671885982162641 4.0561285448326698 2.4757110747844173 0.9934787154197694 0.81363015727780164 0.037719805802961297 0.0022556292945378419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 -2 -1 6 -5 8 10 13 11 -7 -9 -10 20 -16 -3 18 19 41 -4 -22 23 -15 27 26 -26 -14 -25 -23 31 32 33 40 -30 -32 42 -38 -39 -40 -19 -12 45 -44 46 -27 47 51 -48 50 -47 -45
right_child=3 2 14 5 -6 7 -8 12 9 -11 17 -13 24 22 15 -17 -18 30 -20 -21 21 29 -24 28 25 36 -28 -29 34 -31 35 -33 -34 -35 -36 -37 37 38 39 -41 -42 -43 43 44 -46 49 48 -49 -50 -51 -52 -53
leaf_value=-0.062770078859468656 0.033751501264686672 0.030399843324027793 -0.0058041497181110652 0.028832547697541778 -0.017756834431002348 -0.15018610254291576 -0.1108367979955493 0.047343295183458978 0.04589461671522449 0.10722823688448065 0.031444817099770601 -0.014092822701229725 -0.00317594897008679 -0.10787736133791336 0.047669329660864374 0.0011166227093300197 -0.033666521381366159 0.090893057445316783 -0.026737096508046405 0.0089042316790274838 -0.083617166450782807 -0.14605285763674047 0.083816780999497659 -0.05575895688351995 -0.13010440898042561 -0.070720517769070193 0.020072532986241173 -0.095312771257579698 -0.0053637629252156049 -0.011511329610379137 0.010966054285137951 0.043615684326258536 -0.10192539617641933 -0.034251024445241592 0.061805029674154188 -0.054721440881636413 -0.09620661769294564 -0.18133859648973169 0.04240148983101296 -0.10801748269067712 -0.00018839827320084437 0.085778976446307331 0.067613479630112064 -0.015722885433233302 0.031330072493177763 0.016670125129828465 -0.14161790742318484 0.022480697644784834 0.013105366336635494 -0.027288605150927455 -0.091382518219469216 -0.12235050573414963
leaf_weight=1.9758295647426418 5.4274987292246797 5.5492474185703022 118.08628301117028 0.41582419125188608 15.460503739229351 0.23857012148073409 0.53051087198400537 1.6407401019532688 4.451206641173485 0.66014095999344125 9.3754702434009651 0.69033657913314428 35.171597734773513 0.30762385412163018 1.7449737264068961 48.116123623465683 0.88772159062636991 0.39974492719920818 1.3362152647678147 7.698235000077374 0.97224098977312667 0.12934996932745013 0.40609256899665513 0.53727633670132391 0.27369025648659118 0.54286543389753106 0.22910283923556563 0.29797485905873955 1.3308654775355537 2.9047593676168608 17.507628061744999 0.79699635503857269 0.48393219729405235 2.9979145189427032 0.82927709880459577 0.52681283223955588 0.49028266062850878 0.076452111738035344 1.0282864521268482 0.17467602277611138 0.76654811897969855 0.81370425156274073 1.9807122011770832 1.4564491533037633 5.9411636259728766 9.8494416052162741 0.29417516262037668 2.3921115380744595 0.17731405806262046 1.8984956422027597 0.26130162330810058 0.24053450120118203
leaf_count=3870 625 1932 84899 113 10084 71 88 1094 2157 457 4673 403 14628 98 654 29399 217 60 537 3842 447 8 290 249 30 134 50 102 908 1981 11130 320 136 1472 710 298 123 12 333 46 303 320 432 425 1295 2166 56 580 33 446 71 43
internal_value=0 -0.0048345 -0.00306511 0.0085229 -0.0229157 0.00735286 -0.0500594 0.00782642 0.0138847 0.0342343 0.00989771 -0.0511877 0.00291895 0.0278798 -0.00398668 0.00276205 0.0214968 0.011247 0.020746 0.0243158 -0.00674278 -0.0342622 0.00425739 -0.00691934 0.00174493 0.00920079 -0.0633098 -0.00399685 0.00521879 -0.0180561 0.00346015 -0.0148439 -0.0249944 -0.0156628 0.0207133 0.00899576 0.0106016 -0.0236879 0.00502996 0.0193176 0.0319165 0.0359243 0.0130404 0.0223692 0.013737 0.00374511 -0.00921426 -0.000142846 -0.0850526 0.0072098 0.0137237 -0.031937
internal_weight=0 195.827 178.391 122.946 17.4363 117.518 0.946335 116.572 52.1546 8.52248 43.6321 0.928907 64.4174 7.86234 171.954 49.8611 6.43697 42.7032 19.2236 17.8874 122.093 4.00635 3.41114 3.00504 62.7766 27.3071 0.502793 35.4696 2.69742 3.03411 23.4796 5.44514 4.64814 4.16421 2.16014 18.0344 26.8043 1.7697 1.27941 1.20296 1.16629 10.1892 25.0346 12.4825 10.5017 12.5521 4.56058 4.0891 0.471489 12.0092 10.1107 1.69698
internal_count=184850 133491 119537 51359 13954 50734 201 50533 28434 4869 23565 474 22099 4412 117388 30053 2149 23091 9372 8835 87335 2436 2255 1965 21005 6275 80 14730 1867 1989 13719 2291 1971 1835 1618 11428 6195 514 391 379 363 4993 5681 2864 2432 2817 1137 1048 89 2683 2237 468
shrinkage=0.1


Tree=61
num_leaves=53
num_cat=0
split_feature=1 1 0 5 10 12 11 0 7 4 10 7 12 5 4 14 1 1 8 12 6 14 4 10 12 1 6 1 6 7 6 6 14 12 7 4 10 4 12 1 1 10 7 8 6 1 6 12 10 10 10 5
split_gain=1.37704 0.534419 0.372344 0.384107 0.419198 0.567529 0.498964 0.300074 0.399724 0.300032 0.271695 0.262771 0.265026 0.259553 0.246975 0.296299 0.256885 0.367298 0.320291 0.317589 0.302349 0.300618 0.286848 0.276725 0.284969 0.254492 0.416852 0.371175 0.387292 0.253758 0.24521 0.242994 0.238468 0.291905 0.236953 0.234391 0.232994 0.225397 0.293266 0.21954 0.35662 0.356531 0.243834 0.226232 0.219078 0.214978 0.236189 0.216822 0.307013 0.239592 0.205995 0.203589
threshold=0.15551152825355533 0.00053379888413473975 1.88436652024393e-05 -0.52624113375106851 0.0018550806400561058 -1.6332003899552603 0.01040242057901806 0.00063395238248631369 0.012360965894353078 0.30669861409223204 -0.0083541243972209168 0.0038424594098243389 1.0606336931530047 0.26696845927182639 1.4387377455964052 -0.35837793027766646 0.96713697910308849 0.99874538183212291 -0.011826533104309372 -0.462846281948745 0.081834212385190799 -0.56665527191443121 0.7220400707792104 -0.016797257819851509 -0.2580716476909703 0.96713697910308849 -0.015954335966403398 0.95645850896835338 -0.022921470926263999 0.0012538699942353478 -0.24580263177593256 -0.13341070353947507 -0.24525022219105899 -0.19374372064008552 -0.01240473560760867 0.68618109377370107 0.0012225472457896411 1.4527123158301227 1.7952505458518169 0.85303664207458507 0.97536692023277294 -0.0040972709396630098 -0.0065289549419682734 -0.02447312185529317 0.12806483468248719 0.99445050954818737 -0.19874337647474452 -0.4353667206166551 0.010583832365192518 0.0060352851608277995 -0.022122750020925439 0.28338966069200522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 39 10 14 6 -6 8 11 -1 -4 12 -3 -11 16 -16 22 19 -19 21 -21 -18 35 24 -24 26 27 -17 -29 -20 -15 -12 33 -27 -35 -5 -23 38 50 43 -41 -42 -43 -2 -22 46 -7 48 49 -48 -36 -50
right_child=2 7 3 4 5 45 -8 -9 -10 13 31 -13 -14 30 15 25 17 18 29 20 44 36 23 -25 -26 32 -28 28 -30 -31 -32 -33 -34 34 37 -37 -38 -39 -40 40 41 42 -44 -45 -46 -47 47 -49 51 -51 -52 -53
leaf_value=-0.059302030277495976 -0.045248187515858823 0.029667777692140008 -0.0013072363454822043 0.0061737120927586372 0.00034807624037063009 0.0014361156408649698 -0.18542830370984875 -0.0039133865737815115 -0.031040180271017955 -0.00029776631984175403 0.090659970884463703 0.078727984183244226 -0.049542636461324445 -0.059670674804900861 0.017927817218130616 -0.029143720644214138 -0.14574041313514838 -0.12138139816526415 0.048034139537609655 0.058713851702782684 -0.038775395578365755 0.011731075734095549 -0.019015176371634024 0.016141340240002629 0.10531962728387412 -0.11368131244514959 0.018636124532393154 -0.016427210740844519 -0.1747135390180852 -0.063691444865082367 -0.019134562872272817 -0.0807772067940008 0.0050233973272100383 0.052590710721744809 -0.10326766308426896 -0.012976762628207747 -0.11964277825884036 0.00012444539580444859 -0.11426893225488036 -0.03607175416131133 0.082346253705412487 0.09514059009768952 -0.0057705871108944713 0.075470043715257756 0.027638735718315689 0.045629458347880299 0.034601450937557926 0.0141845539383301 0.048363810629952292 -0.015385769123014609 0.00033143737908610329 0.12229040475787925
leaf_weight=1.8656953449814775 0.16077388590201724 3.4495095877318813 1.3527776099326732 40.972549954749866 0.34230829350235836 6.5526499443294659 0.23259984806645662 160.86515482241703 1.2695608797948805 5.8112385213098596 0.075369659723946714 0.93853107341783459 0.46486642276977352 1.8480295575282069 5.6193478068962603 3.6327931019222888 0.12291087050834937 0.28543766844450147 0.4505756933622258 3.4966518364408294 0.54170311821690109 2.4215922186854182 0.23589269636431709 3.4470086510636966 0.75352068966822106 0.30504859084612679 1.5451377769932175 0.2628904794837581 0.37190172297414381 0.34171393957421969 7.6402785957998258 1.0305944418942079 13.24699800083908 0.4472648424925868 0.22673192480579007 7.5548888188241099 0.12533475991949661 1.8794089492366763 0.48542403406463552 0.84754188977967748 1.07250185247176 0.26551193829800501 1.5421984959357353 1.545422343067911 4.5553758858029596 3.1058727306735809 2.8236668992970051 10.653681158420104 3.2081457412714376 1.4347325130584065 0.89446750110074136 0.41711731229588611
leaf_count=3870 20 790 449 23611 224 2240 23 112950 328 6202 50 239 135 838 989 1123 26 54 245 3067 370 1333 134 3361 318 71 534 131 20 180 3044 335 2506 83 28 1507 40 505 44 122 117 22 143 211 1085 724 1750 6041 1514 869 91 144
internal_value=0 -0.00481396 0.00860113 0.00748816 0.00827219 0.0188338 -0.0780889 -0.00308564 0.0186121 -0.0216071 -0.0315115 0.0316667 0.0200812 -0.0169476 0.0050443 -0.00264844 0.00845047 0.0214337 -0.0339437 0.026777 0.0361198 -0.00333538 0.0054191 0.0297073 0.0758618 -0.00762109 -0.025714 -0.0417821 -0.111372 -0.000489858 -0.0271256 -0.0678573 -0.0015866 -0.0221816 -0.0146106 0.00318869 0.00448964 -0.0234535 -0.0507372 0.0341889 0.0204233 0.0371658 0.00982523 0.0637491 0.0204713 0.0208575 0.0177612 0.023525 0.0360875 0.0177658 -0.0218905 0.0574193
internal_weight=0 184.153 130.886 125.452 122.993 28.7708 0.574908 166.988 6.12247 17.1652 2.45874 4.85291 3.91438 15.2995 94.2226 28.9174 65.3052 12.3413 1.07773 11.2636 8.59373 2.66984 52.9639 4.43642 0.989413 23.2981 5.81272 4.26759 0.634792 0.79229 9.48831 1.10596 17.4853 4.23835 3.9333 48.5274 2.54693 3.48603 1.60662 5.43395 3.72775 2.88021 1.80771 1.7062 5.09708 28.1959 25.09 18.5373 7.88366 4.2584 1.1212 3.62526
internal_count=184850 128396 56454 55819 54985 13529 247 114442 1492 13954 834 1164 925 10084 41456 6125 35331 6400 479 5921 4522 1399 28931 3813 452 5136 1808 1274 151 425 3882 385 3328 822 751 25118 1373 668 163 635 404 282 165 231 1455 13282 12558 10318 4277 2619 119 1658
shrinkage=0.1


Tree=62
num_leaves=53
num_cat=0
split_feature=3 3 8 6 8 13 14 5 15 4 13 16 14 12 4 10 6 10 10 12 6 13 9 4 8 15 15 10 13 14 3 5 13 16 9 8 6 9 10 4 14 3 6 9 15 15 13 8 14 3 10 10
split_gain=0.599425 0.387058 0.505697 0.339721 0.333642 0.286589 0.372667 0.324976 0.278827 0.311223 0.358573 0.287303 0.273014 0.307658 0.453824 0.298899 0.252458 0.399831 0.463301 0.516752 0.319303 0.295662 0.288921 0.249911 0.244898 0.242905 0.236486 0.227419 0.220807 0.244756 0.218893 0.218458 0.390198 0.259974 0.32098 0.243423 0.366706 0.222604 0.216272 0.529781 0.218937 0.2083 0.206472 0.20567 0.227148 0.291797 0.23524 0.204912 0.201463 0.265738 0.20209 0.198112
threshold=0.51402858566871157 -0.254075625562109 0.079461502922999264 -0.022921470926263999 -0.00052882348197879952 0.068665977675734943 0.12596315349998596 -0.47950143287436031 -0.024534592112376279 0.68141473596130198 0.050592740542592995 0.26257180094927357 -0.2897416906062395 0.46287420006129348 1.5412393687141146 -0.021144829137662656 -0.015954335966403398 -0.0055329471519328889 -0.01427201218592696 0.5525795213863981 0.16469418592876153 0.23721202371844777 -0.011394826627426803 1.4479227550631293 0.021784590548778796 -0.18662713270970774 -0.44424157943766607 -0.07356364307750847 -0.35217523029027525 0.019027782609827116 0.17738819448277357 0.087646970006984362 0.14458478225613275 0.11765037727336825 0.017192458568241715 -0.0006126879950411841 0.26066202452910742 -0.056045380670894131 -0.01427201218592696 1.4527123158301227 0.13688979513408195 -0.1596003212034702 0.26015838596626389 0.0017990544022047272 -0.2312456967350002 -0.10073321807088428 0.26400550846548793 -0.0083673476667376363 -0.0082688048345762859 -0.30926798668224359 -0.00022546935122838175 0.032394743841232705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 7 24 -6 9 11 -11 -9 13 30 15 47 17 18 -5 -20 -18 -21 -19 26 -7 -25 42 -10 -29 -30 -3 37 35 34 51 -33 -37 -28 39 -27 -40 -16 -14 44 -17 -46 -47 -15 49 50 -24 -34
right_child=-2 4 -4 16 5 6 -8 8 27 10 -12 -13 23 14 41 43 20 22 19 21 -22 -23 48 25 -26 38 31 28 29 -31 -32 32 33 -35 -36 36 -38 -39 40 -41 -42 -43 -44 -45 45 46 -48 -49 -50 -51 -52 -53
leaf_value=0.013287102527117914 -0.025784569533915416 0.028767988145674401 0.075779434816857116 0.023930332134759407 0.032539875633091624 0.010254056517530001 -0.0099886894809332397 -0.016061849950767908 0.054855847657031977 0.013131806819724848 -0.0915959053685102 -0.088709665440624086 -0.015685496443986445 0.078308326513708226 -0.040249335939961911 0.099182750814356374 0.016233525028189352 -0.10936810060166513 -0.13712980227212987 0.0065593713396144282 -0.0047157341153044631 -0.10534546990631011 0.0099028412653489623 -0.092653709282909932 0.036087444360915127 -0.14579736692368528 -0.054231883462366064 -0.019132585630645016 0.0090366500299964327 -0.0060086936033684236 -0.075668419919277974 -0.0054822364661334015 0.0091372132031949157 0.047174396396768958 -0.050777229084616619 -0.0081522813860094336 -0.20727918506894005 -0.0088895536342741052 -0.0056764040478067216 -0.01605347781114522 -0.062649831965655572 0.037767274290740671 -0.12112559767613443 -0.0079353032997595396 -0.16015456309827797 -0.0046569638712536327 -0.097797309514260272 -0.077631057297122386 -0.036311728981855668 -0.071852078715033393 0.071116740407573056 0.064404338545981432
leaf_weight=30.200530817522122 9.3794624547274434 5.5643678116612119 1.0183487472313562 0.61417188314953852 2.6464674645249024 26.026273365044293 8.3040009429405455 17.772929062305032 0.7621256913880633 5.9738316195580401 0.32830210641259316 0.54514698958337149 0.44081247266694745 0.3135422052728245 0.40337143514625529 0.058766424517671445 11.138309778183155 0.20039253799041068 0.7709394343983148 0.72786175128567243 20.901643846461866 0.33053476024360862 1.3878184918939962 0.46144248715427139 4.2608085014635426 0.42415248064207745 1.0894587304919685 5.1522368884475318 25.674099738118457 18.654067616561861 0.19166877270527027 31.30916250630105 10.233110490208896 1.9688376241192589 0.84316510676217227 0.24367926188279199 0.13297060527838767 51.076227591493989 6.2726075922000737 1.1129246523851177 0.73885199585492944 1.8589268853393148 0.31127601573825814 0.72276108736332378 0.34151188800024135 0.5121832145887304 0.56309992370006512 0.097411985174403859 0.7247171276594585 0.24881111380091203 0.87173060347777198 0.67586814044261778
leaf_count=12162 10987 2239 206 136 1294 14985 5544 15246 214 4039 163 314 211 102 91 16 6018 44 99 114 4258 34 195 137 1945 31 666 4684 16061 16250 123 16096 4354 719 328 135 10 40409 2457 414 335 489 84 340 55 231 199 33 143 38 126 199
internal_value=0 -0.000139751 0.00643343 0.00537741 -0.00208163 0.00172393 0.00876306 -0.00178198 -0.00300265 -0.0117167 0.00743631 -0.0183069 -0.00582682 0.00945082 -0.00902836 -0.0373329 -0.000925835 -0.0199457 -0.0507079 -0.0757558 0.00257194 -0.0295394 0.00209389 -0.00734082 0.0139072 -0.0232661 -0.00587761 0.00127008 0.000425518 0.00270543 0.0250704 -0.00544105 -0.000368814 0.0137079 0.00803908 -0.0064687 -0.0845645 -0.00985448 -0.0193379 -0.0531008 -0.0118219 0.0236535 -0.0610966 -0.0519295 -0.0731313 -0.0814076 -0.0542216 0.039675 0.00955712 0.0229702 0.0338861 0.0126595
internal_weight=0 303.198 69.1358 68.1175 234.062 116.1 38.5911 77.5092 74.8627 24.6202 6.30213 18.3181 117.962 10.6276 4.87158 2.60928 37.9169 5.87698 2.44351 1.82934 32.04 1.0584 3.43347 107.335 30.2871 9.00998 98.3246 50.2425 49.4804 44.3282 5.75604 97.5725 45.4068 13.721 11.7521 31.6858 0.37665 52.1657 8.54854 1.53708 7.01146 2.2623 0.752088 2.19832 1.47556 1.4168 1.07528 0.410954 3.23308 2.50836 2.25955 10.909
internal_count=185802 174815 23573 23367 151242 80739 22474 58265 56971 19762 4202 15560 70503 3918 1556 976 11205 929 383 247 10276 148 546 66585 16930 3374 63211 37209 36995 32311 2362 62916 21841 5600 4881 16241 145 41075 3237 445 2792 580 295 841 501 485 430 135 502 359 321 4553
shrinkage=0.1


Tree=63
num_leaves=53
num_cat=0
split_feature=0 1 4 8 1 6 9 5 4 1 8 6 8 13 15 4 13 5 0 9 5 8 1 5 15 13 13 3 13 9 3 13 1 1 14 14 8 6 14 14 8 6 5 5 1 4 10 1 6 1 3 0
split_gain=0.658588 0.537243 0.306799 0.299287 0.452501 0.365706 0.323834 0.320698 0.249339 0.297698 0.219991 0.216912 0.35553 0.336081 0.288338 0.243499 0.327726 0.487542 0.323255 0.278589 0.246167 0.225181 0.4521 0.303512 0.218465 0.210088 0.204006 0.289565 0.203481 0.200074 0.198497 0.19507 0.187247 0.241186 0.187183 0.183765 0.182443 0.181682 0.233435 0.268265 0.193895 0.208894 0.181101 0.180956 0.180577 0.265979 0.209796 0.315547 0.250595 0.220106 0.198468 0.288895
threshold=0.00051037184312008332 0.00042061852582264697 0.30669861409223204 -0.00044165205407142264 0.90557980537414562 -0.20176683796734193 0.1170552587076913 -0.41454401812162894 0.33929925479541806 8.6167788140301144e-06 0.0028347868866261893 0.26015838596626389 -0.0011566698230497015 -0.003848373596142297 -0.44424157943766607 -1.0584841907846603 -0.011528557615803408 -0.48980527591289524 0.009490537457168104 -0.066533785987141589 0.29977324409393707 -0.028249339725483626 0.1397197097539902 0.5573758678174644 -0.067971543050817956 -0.26630398122784954 -0.013537528858471723 -0.12965077534317968 -0.9359856855417612 0.0024565577904854829 -0.88693632862123184 -0.10775518602021843 0.99747967720031749 0.99534648656845104 -0.031656281365559667 -0.090587778747219808 -0.065411472087766862 0.19965738377564782 -0.035497521246321349 -0.020363606417903541 0.0046857206290697563 0.32284823428775294 -0.47950143287436031 -0.02821483594349131 0.12979476153850558 -1.250717341648522 0.019469711015270012 0.046976163983345039 -0.27614130051085878 0.044718256220221526 0.025187181308865551 0.057317888364195831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 6 10 28 -7 9 -4 -6 15 14 -14 -13 18 17 31 43 -18 42 23 -23 -22 36 -20 27 -16 -5 -19 -30 -17 33 35 -10 -12 -25 -9 40 -40 -39 -42 -21 -3 46 -46 50 49 -49 -48 -27 -52
right_child=1 3 8 4 5 7 -8 37 34 -11 32 12 13 -15 26 16 19 29 25 20 21 22 -24 24 -26 44 -28 -29 30 -31 -32 -33 -34 -35 -36 -37 -38 38 39 -41 41 -43 -44 -45 45 -47 47 48 -50 -51 51 -53
leaf_value=0.013728536446436724 -0.062713425273759144 -0.0067271547435145468 0.45128736646385337 -0.066018328193628684 -0.038751258479313919 -0.065666093763874528 0.062085560331041595 0.057600668432334579 0.046576384758749929 -0.0033506052099452526 -0.022929778578664368 -0.099101600734501194 0.0018381950765160118 -0.1153060319089174 -0.020340463889533925 0.080492043466190002 -0.096193488412259942 -0.026093673819646293 -0.03872104843878979 -0.033037310310852407 0.066467868384608816 -0.007798146261039491 0.0447877968060807 -0.063483446677913946 -0.04668396030811077 0.022882637953675879 -0.015971902536054305 0.025007955189198995 0.056553855732118519 -0.0090379578768116833 0.00039350521804239343 -0.0021987869751998812 -0.094294063126935376 0.097290717063192256 -0.018346108248919992 0.06124169067671803 0.074540054329315916 0.065531229106493186 -0.13942613992246464 0.0095571818790226807 -0.01728663610294557 0.12256825618149775 -0.0018310163902540398 0.041394615522021887 -0.053070723310416859 0.019175647109524799 0.0091369181010222175 -0.080738188430584112 -0.010883137817857892 0.12717036380784449 -0.10457851070864775 0.0025724931861579349
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leaf_count=5872 3228 237 5 536 330 77 226 2572 319 127 190 99 154 165 631 232 120 10702 640 644 202 1453 1664 45 375 2578 4646 1755 264 14032 79794 155 31 43 8764 93 65 225 24 114 135 44 37753 818 292 248 597 139 540 36 88 1684
internal_value=0 -0.00207006 -0.0200276 -0.00100555 0.0026068 0.0241907 0.000902597 0.0376712 -0.0154324 0.191116 -0.00591172 -0.00412767 -0.0137874 -0.0707805 -0.0106541 -0.00254965 -0.0046378 -0.0134787 0.00697707 -0.000944788 -0.000531689 0.0148043 0.0239229 -0.0122272 -0.0287331 0.000804598 -0.00892573 0.00661034 0.000438417 -0.0161165 0.000708784 0.0488356 0.017883 0.0278376 -0.0162626 0.00484831 0.0337702 0.0425838 0.0219961 -0.0341763 0.0382124 0.00226921 -0.00280662 0.0307765 0.0038392 -0.0235713 0.00788289 -0.0132461 -0.0358932 0.0259656 0.0148713 -0.00831262
internal_weight=0 281.044 15.7102 265.334 123.011 8.98483 114.026 6.20271 14.205 0.0407188 2.78212 142.323 19.9661 1.02066 18.9454 122.357 100.367 29.5586 21.9902 70.808 70.5199 9.09707 6.80391 2.29316 1.90481 17.476 18.6013 5.80436 113.185 28.3707 112.744 1.18792 1.61787 1.49815 14.1643 1.13972 0.421539 5.93109 2.51983 0.560123 1.95971 0.854503 61.4228 4.51426 16.2447 2.07746 14.1672 3.51726 2.2305 1.28676 10.65 2.73488
internal_count=185802 179930 12443 167487 84698 3878 80820 3191 9215 132 687 82789 7450 319 7131 75339 67442 25121 7897 42321 42201 3804 3117 687 485 6842 7032 2386 80594 24734 80058 387 357 326 9083 283 110 3114 542 138 404 179 38397 1055 6202 540 5662 1312 679 633 4350 1772
shrinkage=0.1


Tree=64
num_leaves=53
num_cat=0
split_feature=14 3 9 16 10 13 10 0 6 13 10 13 10 3 13 12 13 9 4 0 12 9 15 10 14 16 16 9 16 9 15 13 0 0 6 13 12 14 6 4 15 3 16 13 10 10 10 3 0 13 9 13
split_gain=0.624191 0.495664 0.295625 0.276963 0.294697 0.257389 0.298734 0.285064 0.479666 0.544565 0.328257 0.311103 0.280258 0.250324 0.248376 0.33038 0.268366 0.247573 0.290083 0.246124 0.242652 0.242409 0.288174 0.23763 0.230358 0.341727 0.22504 0.33803 0.33678 0.21888 0.21803 0.21005 0.219467 0.201475 0.211683 0.202756 0.31539 0.206674 0.201646 0.190677 0.237124 0.190173 0.210339 0.270227 0.236641 0.212651 0.187774 0.180364 0.178995 0.178099 0.177276 0.176545
threshold=0.054381524565462587 0.29871286638081079 0.066731989790575763 0.092323639664796023 0.10228412177779365 0.11298036089970957 0.074163006563042408 0.00051037184312008332 -0.04204243336546995 0.04655788621020443 0.015097025269597665 0.056498549872112773 0.0012225472457896411 -0.57911677658557881 -0.24939782726662424 -0.070673077127641967 0.036423725367377639 -0.029123063498081209 -0.88880341727939183 9.3806971563026323e-05 3.6677780994660973 0.004252550664197048 -0.078828456974524994 -0.018803986904723877 -0.096776254417170207 -0.054289610671069445 -0.065282085789584804 0.0014884231404332716 -0.054289610671069445 0.023400042160088976 0.13907948500513526 -0.11760232378332912 0.09438036754727365 0.020678535103797916 -0.22256248348443497 0.11793939927141699 0.18621704141782125 -0.20618795118919522 -0.25738053960907942 -1.1877089368645246 -0.19735171480757061 -0.26438242150470609 0.011709558815423708 0.0096121128555075128 0.0018550806400561058 -0.0012977572191203224 0.10228412177779365 -0.1596003212034702 0.0090496465563774126 -0.38409616007428021 0.0097568667347040575 0.017190432594606533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 5 4 39 6 7 8 10 14 26 -11 33 -9 -10 16 -16 46 23 -5 49 -14 -23 31 25 48 -1 -28 -29 -12 41 32 -19 35 -35 36 -7 38 -37 40 -4 42 43 44 45 -17 -2 -24 -22 -15 -8 -27
right_child=1 -3 3 19 -6 12 50 13 9 11 29 -13 21 20 15 30 -18 18 -20 -21 24 22 47 -25 -26 51 27 28 -30 -31 -32 -33 -34 34 -36 37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.058844793314306254 -0.028901602659150163 -0.02784384415605386 -0.029080793388391341 0.068483194926761415 -0.10492386035881036 -0.037382598175909922 0.11611307415197886 0.016803999473354061 -0.037378187810617927 -0.13601088895518185 -0.15764114851340619 -0.030579100881316698 0.0098041269420677951 -0.016817856496725465 0.065374577883214671 -0.047580512875319871 -0.097497489176802357 0.065055406085035905 -0.0066948485191636493 -0.030394616615425508 -0.089640991306522033 -0.0044449929754579575 0.066102389091105968 0.013127549469691255 -6.0230223735011852e-05 -0.15360243147681429 0.055755209552807716 -0.098961151240277795 0.013114062874943769 0.020255798704993725 0.074229518885047432 -0.051433029642693966 -0.055738339315252294 -0.016688576380645064 0.014218508033045649 0.045108916243113195 0.085911809416638951 -0.011786616466188811 0.0012269424366239598 0.018850354162295288 0.070243938689505458 0.027990869659520013 0.026276185954694949 0.024607154469258721 0.048796879458416785 -0.14384408911540869 0.055422882702309752 0.027087094065586806 0.032262959705538004 -0.0014883148143946142 0.015020372669628896 -0.030408149936157477
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leaf_count=424 3151 12208 70 48 34 138 106 2854 213 53 21 359 8796 7300 333 141 21 109 39913 391 31 719 753 5347 444 58 440 50 740 22 38 358 93 1201 9595 303 134 7202 2203 724 475 184 128 73 19 20 118 1328 109 74766 80 47
internal_value=0 -0.00760096 0.00274117 0.0238981 0.0359258 0.00213413 -0.000157443 -0.000456915 0.0113119 -0.00395624 0.0286219 -0.0450726 0.00715177 -0.00203987 0.00974239 0.0169737 0.0552414 -0.00446719 -0.00266219 -0.0118702 -0.00302446 0.0156337 0.0322709 0.00889962 -0.0373405 -0.0678093 0.0321447 0.0218239 0.00513123 -0.0794457 0.00326353 -0.0259425 0.0207995 0.00244254 0.0101529 -0.0033436 0.0432731 -0.0050259 0.00723134 0.040167 0.0594727 -0.0033174 -0.0174431 -0.0335736 -0.0547854 -0.0687428 -0.0247331 0.0443453 -0.00764071 -0.00247248 0.0647393 -0.11894
internal_weight=0 78.1522 230.233 6.40283 4.79153 223.83 153.667 152.978 18.124 9.63718 8.48681 2.39833 70.1632 134.854 7.23885 6.28551 1.64387 67.6941 62.1762 1.6113 128.172 25.0337 6.4749 16.073 2.01048 1.09838 8.23086 5.95929 4.00786 0.25595 4.64164 1.72954 0.611489 45.1295 19.342 25.7876 0.883056 24.9045 8.8529 4.66368 2.43074 4.26308 2.94303 2.15282 1.57839 1.39618 5.51786 4.86977 0.513885 126.162 0.688462 0.584491
internal_count=184485 61297 123188 1742 1303 121446 89074 88888 3279 1582 1697 412 32372 85609 1170 957 354 49089 45820 439 82755 11596 2800 5907 689 245 1654 1230 790 43 603 560 202 20776 10796 9980 272 9708 2506 1269 545 565 381 253 180 161 3269 2081 140 82066 186 105
shrinkage=0.1


Tree=65
num_leaves=53
num_cat=0
split_feature=14 3 8 0 3 10 11 13 10 3 8 12 11 11 8 11 7 8 12 10 13 0 3 14 13 7 7 14 8 0 6 6 12 13 12 3 3 14 14 3 8 13 14 9 10 8 16 11 14 12 0 12
split_gain=0.585594 0.456765 0.411985 0.61329 0.269437 0.255432 0.252501 0.232452 0.318089 0.221469 0.214762 0.213024 0.252542 0.289703 0.208401 0.206951 0.206303 0.272239 0.23345 0.197883 0.272898 0.383329 0.330597 0.303391 0.252057 0.247621 0.310842 0.287368 0.265525 0.240188 0.483761 0.217903 0.217374 0.208015 0.212304 0.1997 0.195764 0.194217 0.20828 0.230784 0.199798 0.191648 0.189237 0.258483 0.253392 0.220486 0.203281 0.188971 0.188877 0.186759 0.194269 0.213486
threshold=-0.0071133117800850224 0.25570024177432066 -0.00035538797361986445 0.0063358121551573285 -0.88693632862123184 0.010325410152595931 -0.05188618013128684 0.10388181700578063 0.074163006563042408 -0.88693632862123184 -0.0033343162552694817 1.5603392613090292 4.8472095224516626e-05 0.0016044532486847358 -0.10673515248999145 0.004443850231675003 0.045687313180644389 -0.050408417661860529 -1.0696732806066209 -0.028503006953791522 0.2698106370150028 0.029375511221587661 -0.037756599485874169 -0.024081661284379507 -0.1755230913765595 -0.001553296087210277 -0.0010632887149835744 -0.35837793027766646 -0.01649529620702327 0.00030642122146673506 0.19965738377564782 0.048388998483135652 -0.93585225287480678 0.064485368947812413 -1.2536207643901469 -0.16536452667787668 -0.2979370742104947 -0.37850874953534713 -0.18720877400222249 -0.53028562478721131 -0.00044165205407142264 0.072695040271904349 -0.090587778747219808 0.00072733538287863772 -0.013477297736404556 -0.0032255149119727777 -0.027203449714563285 0.10377961803361221 -0.15232862172262715 0.71554554120771541 0.00092737181694246839 -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 2 2
left_child=2 5 6 4 -4 16 10 36 15 11 14 12 -8 -14 -1 -9 18 -18 -2 24 29 22 25 48 -11 28 27 -27 -22 30 33 37 -23 -21 -35 -26 -5 40 -39 -40 -31 -19 43 -32 -45 46 -44 -15 -24 50 51 -33
right_child=1 -3 3 7 -6 -7 9 8 -10 19 -12 -13 13 47 -16 -17 17 41 -20 20 21 32 23 -25 35 26 -28 -29 -30 31 42 49 -34 34 -36 -37 -38 38 39 -41 -42 -43 45 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.080207182277150346 0.0043385531417782048 -0.021464871792663928 0.055517457603900033 0.020608370069038373 0.019764597214486208 0.0056635839543910061 0.010918577262648993 0.026358374149256038 -0.095661138641421797 0.027959063280264554 -0.071256284254165012 -0.064347245969880146 -0.18154881531344769 0.018068400402181016 0.031592986861214784 -0.016509054597048486 0.046199457766070533 -0.0077428538969339482 -0.0077069550516126522 0.015245432441725824 -0.0052363502752370847 -0.017900174847312832 -0.011372888880790095 0.10018323358936071 -0.049169795025225879 -0.20140556026146791 0.0033652071137736128 0.0018457959788199835 0.060398642341795331 -0.031344343880286514 0.026395854311176015 -0.065811899940186699 0.046701433688401628 -0.11184560658163041 0.057959235631035749 -0.0092809472452757419 -0.0021787424219993174 0.0077964570493768946 0.020777216242566583 -0.013101722437744804 -0.18269329417225089 -0.061200665499656574 -0.038298030787000052 0.051232228172618612 -0.060826155201070299 0.012860778494544818 -0.16471567319454217 -0.14596091388272286 -0.086932937685586201 -0.0081639118023007131 0.010785570672636309 0.029607769973301112
leaf_weight=0.15700166038732266 21.653720676338253 15.098111509698013 2.3620537790793632 4.1911969407638017 19.047552052283208 26.360737580006571 1.5848703008123264 8.0647790905818457 0.22505771088617699 0.98915240578025976 0.21589671940455346 1.0259789075626029 0.14187957077956515 0.29861602756318462 4.2786217274924638 1.2962962547826471 0.39392564348236225 1.0841379889061493 62.489423276701586 3.8521044023582345 0.99286270004085997 0.59312268154280889 0.58119482473830419 0.12268843228230153 2.229666089582679 0.12970801320625469 4.4346792123214991 0.13120496444025675 1.5965407052208309 1.953807218765178 1.318045830863867 0.67435700762166562 3.822649356625333 0.060237327823415732 2.3194516369003395 2.8662567422106795 36.153559495361833 7.7318346230203963 2.1541092475581491 27.420544749734766 0.07489979339879127 1.7652062899105656 0.29647619934985414 0.24112297547981143 0.94118032639380522 0.2738943253061733 0.22583131969440728 0.073080342321190983 0.76920404654720176 10.16803573007928 18.884587885201654 0.34202856331103848
leaf_count=47 13985 17991 666 1955 5127 17286 632 4793 53 407 46 236 35 114 968 570 151 495 46137 749 284 335 276 56 663 10 2061 55 576 901 117 195 2098 18 514 1262 24076 4147 1109 18112 9 653 28 21 92 26 19 15 304 4042 9890 78
internal_value=0 -0.00513262 0.00372553 0.00959934 0.0237514 -0.0029618 -0.000229831 0.0035249 0.0175072 -0.00127744 0.0225072 -0.0274118 -0.00896836 -0.0686673 0.0273345 0.0204024 -0.00556432 -0.0302457 -0.00460686 -0.000441087 0.000714209 0.0140279 0.00189565 -0.0410246 -0.0178798 0.0106524 -0.00305742 -0.105537 0.0353665 -0.00151048 0.0133627 -0.00355525 0.0379876 0.0297219 0.0528716 -0.026843 0.000196438 -0.0084527 -0.00680383 -0.0106232 -0.038455 -0.041033 -0.0175563 -0.00389545 -0.0375564 -0.0594444 -0.0965442 -0.0193213 -0.0549774 0.00285261 0.00848353 -0.0337444
internal_weight=0 128.845 177.308 71.3405 21.4096 113.747 105.967 49.9309 9.58613 101.316 4.65152 3.12443 2.09845 0.513576 4.43562 9.36108 87.3864 3.24327 84.1431 98.1915 92.1064 13.1739 8.75808 1.47309 6.08508 7.285 4.69559 0.260913 2.5894 78.9325 9.52834 69.4042 4.41577 6.23179 2.37969 5.09592 40.3448 39.3352 37.3065 29.5747 2.02871 2.84934 3.29655 2.50035 1.1823 0.796202 0.522308 0.371696 1.3504 30.069 19.901 1.01639
internal_count=184485 96698 87787 37240 5793 78707 50547 31447 5416 49486 1061 1032 796 164 1015 5363 61421 1299 60122 48454 46122 6055 3622 636 2332 2986 2126 65 860 40067 1584 38483 2433 1281 532 1925 26031 24278 23368 19221 910 1148 303 230 113 73 47 129 580 14205 10163 273
shrinkage=0.1


Tree=66
num_leaves=53
num_cat=0
split_feature=1 7 6 6 2 4 4 8 1 1 10 2 4 6 2 13 1 9 3 3 4 9 9 14 14 12 6 6 1 1 1 3 14 7 3 3 7 13 10 6 3 10 1 2 13 2 1 7 9 12 9 6
split_gain=0.709296 0.308099 0.332601 0.592811 0.512316 0.467859 0.774697 0.367587 0.294235 0.290539 0.290178 0.303752 0.255601 0.246699 0.38348 0.268877 0.274857 0.262476 0.239746 0.231104 0.22694 0.357212 0.419013 0.354376 0.304413 0.267277 0.2585 0.652083 0.482473 0.320339 0.468063 0.377319 0.368925 0.428312 0.286685 0.401451 0.269621 0.265827 0.264502 0.251998 0.377787 0.318707 0.251759 0.245007 0.404269 0.296395 0.330202 0.238424 0.242608 0.226755 0.270619 0.224088
threshold=0.29573254287242895 -0.144962401490873 0.26066202452910742 0.20649438592569469 0.11227408424019815 1.3091678732001313 1.4767826490232905 0.0038842756950978876 3.5571463286032672e-06 0.0040552075952291497 0.0095810763574461343 0.98936265707016002 -1.3262616956836422 0.27942996380358948 0.089726183563470854 -0.001916906955567809 0.058495769277215011 -0.0039235167155048786 0.51402858566871157 -0.39564169943332667 0.30669861409223204 0.0071753189548737686 0.006270861215231331 -0.42537865495966032 -0.56665527191443121 -1.0618242920025571 -0.026611880724090622 -0.019592294719348109 0.99534648656845104 0.99747967720031749 0.99088570475578319 -0.13428613543510434 -0.32548755463298412 -0.0038998683018902436 -0.33611839683726424 -0.88693632862123184 -0.022542591362870287 0.052471125138495771 -0.0032854412095778651 -0.20176683796734193 -0.88693632862123184 -0.0017806513234887847 0.96713697910308849 0.00042540041613392537 0.21839649217601365 0.00059687270550057303 0.82048600912094127 0.0059496185654741036 0.00072733538287863772 3.8252101952889315 0.0067047520550979371 -0.066873691465825266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 9 8 13 -7 -6 11 -8 -2 14 15 -4 17 -17 -3 -11 43 22 23 -22 -24 -25 28 29 39 30 32 34 -28 -34 35 -32 -29 -30 -37 41 -41 -27 -43 -14 -45 -46 -47 48 -44 50 -26 -10
right_child=12 2 7 -5 5 6 10 -9 51 19 -12 -13 20 -15 -16 16 -18 -19 -20 -21 21 -23 24 25 49 26 27 36 37 -31 31 -33 33 -35 -36 38 -38 -39 -40 40 -42 42 47 44 45 46 -48 -49 -50 -51 -52 -53
leaf_value=0.03651091128473008 -0.10742530890121926 -0.00055102202831797099 -0.020187665635760819 0.013201941631770318 -0.041188765519703505 -0.031974928041489985 -0.011098356642768252 -0.00074614970822277783 -0.066462039222724908 0.033315131361275868 0.0053464305824995166 -0.063164795381522462 0.032519243934684521 -0.017564267151534928 -0.0058863996165566101 0.048457784724555031 -0.12830947978118953 -0.085318251528384167 -0.046922281090439673 -0.017853368407632283 0.031172539810343826 0.019508037707510115 -0.16175717799824677 0.043332694044255812 -0.086344382027004785 -0.030643915865682311 -0.15171792519767058 -0.069151342089696324 0.092714518249602224 0.01457169699907402 -0.1945163921555623 0.021042785964064066 0.045993540888695006 -0.036156262433498815 -0.17958405743741854 -0.080972093197386519 0.0022339390177899322 0.02639806758140302 0.06835604661407825 0.16011571700870003 0.013838771101070006 -0.035518612240194251 0.0097578250331961085 0.0028930226515695521 -0.049627517634050634 0.018587975018715334 0.062736249022687818 -0.057232384466038594 0.069713933962557609 0.11311706197934385 0.0033297786291135952 0.038994801755277142
leaf_weight=1.9141477080065659 0.17724559013731678 117.99626454665167 0.677406902375424 21.750099554927829 5.6063970882141829 0.72618452826281821 2.3378912774896889 8.7769042709836622 0.19382455740560534 0.90179876384900381 2.676368754451687 2.150479069146968 5.767056978474101 7.2659126202106563 1.2956256070084462 0.2023893324949313 0.99318767337717873 0.43874711596254401 1.1079919786270682 23.202340299676507 3.7890992083994197 11.725890275805794 0.19477016861492291 1.3321498225704917 0.67832535170236841 3.9582553085456311 0.21131870913086448 0.52348242983134241 0.77982008509570677 1.1161900185506963 0.17443797225132573 0.22389402511544165 0.7616406975412241 3.4372943483613159 0.45649078521819308 0.27638168528937956 23.885788960512429 2.6050529920266854 0.18222794827306654 0.16918584682207294 3.342380495346327 0.9722761633583995 1.9116787602397387 21.57329725670343 0.43441103623626887 4.9024531967133953 2.5905157417978444 0.32482992549194012 1.0315673171353408 0.083198391657788195 0.64921475281153107 5.3748830898184679
leaf_count=662 38 66755 282 9465 15111 237 1913 4468 393 483 1676 1374 2558 4177 739 94 253 96 1375 30203 912 2803 13 1006 172 1329 19 146 326 146 7 42 160 529 41 30 8195 987 29 139 3993 374 365 12609 236 3205 1965 67 140 12 184 2253
internal_value=0 -0.00323904 -0.00361573 -0.00229446 -0.00437269 -0.0137032 0.00176298 -0.0159764 0.0273181 -0.0207066 -0.0207015 -0.0361938 0.00701981 -0.0282491 -0.0495808 -0.0738402 -0.0956266 -0.0429224 -0.000989267 -0.0159161 0.00724137 0.00372621 0.000233944 0.00181105 -0.0497926 -0.000533106 -0.00180998 -0.0069997 0.0089292 -0.0342459 -0.0437814 -0.095832 -0.0279608 -0.0211254 -0.119802 -0.0730022 0.000654299 0.0420768 -0.0213034 -0.000700988 0.0216495 -0.0102998 0.00873898 0.0136947 0.00999746 0.029282 0.0339624 0.0220256 0.031061 -0.0325323 -0.0430206 0.0351265
internal_weight=0 205.589 203.675 184.025 162.274 43.1702 13.4596 19.6502 6.29489 29.7105 7.16474 4.48837 100.242 10.8733 3.60736 2.31173 1.63432 0.641136 119.104 24.1041 100.065 64.7968 53.071 51.4654 1.60551 47.6763 46.3442 31.2491 15.095 6.83988 5.72369 1.31343 4.41025 4.19894 1.08954 0.633048 24.4093 3.38487 0.45861 11.7102 3.51157 8.19861 4.24035 35.2677 29.5007 7.92738 7.49297 3.26808 2.94325 1.41074 1.32754 5.56871
internal_count=184786 142009 141347 131238 121773 53643 7846 10109 2883 45797 4963 3287 42777 5641 1464 725 443 190 68130 30686 42739 22166 19363 18982 381 18070 17064 9344 7720 1003 857 149 708 689 107 66 8341 1313 59 6407 4132 2275 946 20573 18015 5406 5170 572 505 368 356 2646
shrinkage=0.1


Tree=67
num_leaves=53
num_cat=0
split_feature=2 7 3 4 5 12 12 16 3 12 5 1 1 16 10 7 13 5 3 13 16 8 8 1 13 5 12 7 1 1 13 10 12 12 3 8 1 3 2 3 12 12 3 3 10 1 5 13 7 7 13 3
split_gain=0.694114 0.288042 0.286565 0.269444 0.707161 0.485056 0.518834 0.364646 0.361794 0.528709 0.361942 0.411446 0.401888 0.391939 0.368758 0.340105 0.304603 0.294067 0.334197 0.28789 0.262594 0.467754 0.244628 0.378049 0.268436 0.384883 0.263754 0.392704 0.367446 0.477142 0.261063 0.244008 0.242767 0.282945 0.315515 0.476328 0.420848 0.340609 0.272354 0.273875 0.262814 0.259936 0.253455 0.243986 0.230852 0.230039 0.367102 0.32994 0.254392 0.238539 0.22589 0.219197
threshold=0.0042930333875119695 -0.048719357700528911 0.45236356509849435 1.353957103492019 -0.035476443581294252 -0.30476169562788497 0.10991481346985534 0.077581919048114387 -0.57911677658557881 0.16791281208452699 0.2935764297435946 0.99217537045478832 0.99445050954818737 -0.046610561338951244 -0.0017806513234887847 -0.010176573301216739 0.19751186526760287 -0.49590101229200467 -0.46873228531330818 -0.4372750362269241 0.04471704476112718 -0.005833675808414973 0.0024455865186438098 0.01349456235766411 0.20972757355993596 -0.20095955231041823 -0.96826519979633763 0.023048749919156938 0.086213156580925002 0.072246439754962935 0.37540564177701102 0.0075972427439358024 0.62126091246853965 0.89648092331928908 -0.4123739130518515 -0.013805869367913696 0.63029381632804882 -0.55428296513855446 8.622083441878205e-06 -0.70016673856349587 0.76364171961454874 3.8252101952889315 -0.18905883003026244 -0.02537036617286503 -0.0014566665825391084 0.98734652996063244 -0.39412669827681679 0.61132364877279766 -0.014150016359477971 0.0065540787848033721 -0.032528639304488412 -0.88693632862123184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 17 5 -5 -7 15 9 -6 11 13 44 -11 16 -8 -14 18 -1 -20 32 -22 23 -3 -25 31 27 -27 29 -29 -30 -26 -17 40 37 -36 -37 38 -35 -40 50 42 -38 -44 -12 48 -47 49 -19 51 -34 -48
right_child=1 2 -4 4 8 6 7 -9 -10 10 12 -13 14 -15 -16 20 -18 45 19 -21 21 -23 -24 24 25 26 -28 28 30 -31 -32 -33 33 34 35 36 41 -39 39 -41 -42 -43 43 -45 -46 46 47 -49 -50 -51 -52 -53
leaf_value=0.024940152105477866 0.012602754134422892 -0.023942518911050661 -0.020271298828901198 0.053309275787554414 0.050781268814364559 -0.10726563062969421 0.096862119714974951 0.051965195464587659 0.015365268485866727 -0.10901039605670167 -0.02331255059732075 0.050928608122694202 -0.01648273962031812 0.010806882507420521 -0.15822043567752006 0.020311333819481157 -0.11924534704737705 0.036090842538882298 0.106837259933279 -0.071012930191155801 -0.19813285987974863 -0.0065532272134769341 0.0014267747088118426 -0.0065657803531833526 0.0010870787821835081 0.011068056194432144 0.02112400674508344 -0.030231028332902306 0.072849704098149434 -0.17113958806429197 -0.052801940118844828 -0.042210542549510857 -0.12816442482824583 0.046708625447601258 0.088736807876631629 0.047681221451703566 -0.14936247414467149 0.100228037018709 -0.0042033094299553627 -0.11693307683478478 -0.1586809893026791 0.0016550857140259158 -0.01049183182829831 -0.11794674636740309 0.096513754917152639 -0.050299254992432554 -0.017158443356280556 0.12566898261959955 0.008161995098047976 0.070480963611754696 0.036884171656622729 0.02997758586984536
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leaf_count=155 5642 13152 12444 178 125 110 41 82 5054 91 95 190 82 114 27 147 47 1148 16 299 21 43 59122 51823 1964 2159 6780 209 137 55 124 1199 9 47 52 62 76 52 102 45 31 39 97 62 14 155 386 145 16278 874 40 3345
internal_value=0 -0.00257198 -0.00342837 0.00822651 0.00171692 -0.0240505 -0.0316449 -0.0224017 0.00939557 -0.0125961 -0.0267009 0.00442026 -0.050766 -0.0369481 -0.0798941 -0.0296761 -0.0516095 0.0133129 -0.0238567 -0.057236 -0.0340033 -0.102603 -0.00261701 -0.0056394 -0.00383535 0.00558968 0.0124796 -0.00428767 -0.0454357 -0.0814465 0.0146439 -0.0182228 -0.0274116 -0.0367431 -0.0263552 -0.0508409 -0.0657371 0.00658851 -0.0148942 -0.0464382 -0.0976799 -0.0836622 -0.100913 -0.0629435 -0.000109269 0.0150409 0.0286732 0.0334506 0.0111671 0.0294465 -0.0298124 0.0227286
internal_weight=0 221.57 209.747 81.372 35.7029 8.18816 7.46566 6.67284 27.5147 5.87018 4.8099 2.10372 2.70618 1.1153 1.71175 6.08791 1.27906 45.6691 2.01878 1.19696 5.89905 0.494674 200.126 114.523 104.267 23.417 18.1685 6.18347 1.67108 1.04092 0.630167 5.24852 5.40438 4.52386 3.88653 2.22398 2.01793 1.66255 1.36434 0.905172 0.637327 1.74652 1.4501 0.835653 0.994432 43.6503 9.63405 9.09405 34.0163 8.73787 0.314083 7.5321
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shrinkage=0.1


Tree=68
num_leaves=53
num_cat=0
split_feature=3 8 11 14 5 16 2 3 4 4 5 1 1 3 5 10 1 12 2 1 11 6 5 14 5 11 16 1 10 8 11 6 12 8 1 16 16 5 5 6 4 10 4 4 1 4 8 2 14 16 2 5
split_gain=0.603284 0.313157 0.31053 0.325443 0.288773 0.273195 0.267163 0.461981 0.394125 0.353357 0.25643 0.249554 0.249341 0.256955 0.27504 0.247966 0.244 0.298089 0.266714 0.238101 0.235293 0.234516 0.22785 0.314029 0.25047 0.407878 0.310242 0.246238 0.274208 0.223588 0.218667 0.314947 0.293295 0.245151 0.24602 0.301307 0.274933 0.213626 0.242462 0.230833 0.314327 0.276265 0.207595 0.627926 0.567732 0.335795 0.281755 0.224715 0.21603 0.206283 0.21869 0.274488
threshold=-0.056540754914749407 -0.065411472087766862 -0.05188618013128684 -0.39986382885642713 -0.63255424232174573 -0.047690349841909847 6.5234355133725344e-05 -0.068112411536276327 0.24687486485275184 -0.048446010049716673 -0.39412669827681679 0.63029381632804882 0.97893041372299205 0.095677712932229056 -0.27358298840784528 -0.0085438972365098082 0.91598615050315868 0.018228930122753274 3.049272709176876e-05 0.30741679668426519 0.0046699677277162732 0.17792614316191271 0.27045618398085997 -0.0082688048345762859 0.41857687044097819 -0.017152825722173245 0.15313222487524961 0.97131854295730602 -0.0044360028829884797 -0.002502403432154915 -0.012947834588478238 -0.24580673283450802 -0.17564749943531013 -0.022526556951995316 0.95645850896835338 -0.011974649203100816 -0.045569226453974564 -0.18264681474758629 -0.25134221251545702 0.24615656315667592 1.4479227550631293 -0.013883611180817325 -1.2897799760328537 -1.23627263213879 0.50974100828170787 -1.250717341648522 0.0049263396051182828 0.024362374097108844 0.072810125969864192 -0.091173586496660172 0.20778719335794452 -0.56012733720336272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -6 11 -10 42 16 14 21 -16 18 -18 -3 -12 30 -14 23 -11 25 26 27 28 -24 -27 -21 32 -32 -33 35 36 -35 38 -19 40 -39 -42 46 44 45 -44 47 48 -8 -20 -51 -52
right_child=1 12 4 5 6 -7 9 -9 10 22 19 -13 13 -15 15 -17 17 37 49 20 -22 -23 24 -25 -26 29 -28 -29 -30 -31 31 33 -34 34 -36 -37 -38 39 -40 -41 41 -43 43 -45 -46 -47 -48 -49 -50 50 51 -53
leaf_value=0.065520810969513107 -0.039390626115697686 0.089007370689286727 -0.061971864840110462 0.032853235647591364 0.057125527233156115 -0.022726243347425595 -0.0049150237572230318 0.08677003970035399 -0.090299018371177944 0.004974604637995041 0.057232159284793672 0.029442297275775978 -0.088267630752462703 0.062052906230157717 -0.010216430728984925 0.030188789249381173 0.010961812936215971 -0.023196758558888239 -0.01380613749274285 0.019576392649298977 0.077099416347739091 0.079983986532283058 -0.0016622932832691757 -0.016551812689927416 0.019499900098304272 0.0029499910411725349 0.052997447017288285 -0.093708906235962716 -0.11998373856579612 -0.026032978970472201 -0.077772730830894782 0.10916685976721026 0.033764288237526023 0.017241625230478324 -0.022865892915892236 0.071172252906357369 -0.071444845882606189 0.02399092203268505 -0.15203509771313467 -0.093485323162190298 -0.14240736202385867 -0.018052065612358253 -0.0028317671163327457 0.0044766380207169488 -0.28425132025856026 -0.081069289220982887 0.036335108808285381 0.014707458954416032 -0.079830643511128063 -0.00089342422598130732 0.077766699117358451 -0.011358508509024166
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internal_value=0 -0.00489036 0.00408567 0.0278173 0.00312529 0.0114641 0.00346339 0.0132086 0.0104851 0.00136037 0.00669482 0.00689511 -0.00434348 0.0133016 0.0063804 0.012499 -0.005207 -0.0294035 -0.00455972 0.00796729 0.00559516 -0.0603249 -0.00459133 -0.000314418 -0.0148982 -0.0196888 -0.0546399 -0.0652211 -0.0290978 -0.0109013 0.0039042 -0.00340761 0.0245865 -0.0120345 -0.0140421 0.0142909 -0.00824695 -0.047538 -0.0995439 -0.032501 -0.0151233 -0.0610777 0.0049017 0.00127184 -0.0494585 -0.0385644 0.0160986 0.00495238 -0.0234653 -0.00474685 -0.00324444 -0.0103964
internal_weight=0 166.118 136.299 5.28211 131.017 3.70017 130.356 23.1212 22.3151 107.235 20.6566 55.5624 163.545 7.61837 6.68868 6.13979 155.927 4.0421 151.885 20.405 19.4864 0.548883 51.6726 36.5316 15.141 13.2967 2.65299 2.42185 1.0835 10.6437 19.0543 13.002 3.05525 9.94677 9.8 2.32466 1.67574 2.78692 0.602901 2.18402 1.71678 0.784826 51.0688 38.581 2.27737 2.19597 12.4878 8.0666 2.05511 151.598 130.054 32.16
internal_count=185256 129271 55985 1204 54781 895 54520 3282 3147 51238 2781 25059 127950 3380 2935 2669 124570 2393 122177 2729 2572 266 26179 22514 3665 2959 348 331 138 2611 2540 1805 474 1331 1315 376 269 1471 324 1147 1043 331 21123 17888 614 613 3235 2063 499 122080 104673 40698
shrinkage=0.1


Tree=69
num_leaves=53
num_cat=0
split_feature=2 7 8 1 0 7 6 1 9 0 3 11 6 11 2 8 10 10 16 0 1 9 7 7 7 10 16 2 11 10 10 7 10 0 10 0 10 16 1 8 6 10 9 7 11 10 0 6 6 11 12 0
split_gain=0.550952 0.537475 0.541921 0.336696 0.306373 0.344011 0.285343 0.30194 0.2761 0.239235 0.236955 0.250885 0.232208 0.230173 0.235545 0.227163 0.213397 0.212337 0.292658 0.250296 0.405134 0.481365 0.393558 0.454978 0.555369 0.321701 0.367193 0.297834 0.278653 0.255872 0.240481 0.231323 0.228848 0.234336 0.21491 0.212104 0.206122 0.188796 0.186892 0.185281 0.249686 0.182943 0.186412 0.212498 0.214916 0.182304 0.239054 0.192337 0.204326 0.180668 0.178049 0.287592
threshold=0.0042930333875119695 -0.025341807125409656 -0.011826533104309372 0.0092999935150146502 0.0031286454759538178 -0.005201523019107133 0.47188198210735949 0.96713697910308849 -0.021146203673173866 0.03940966539084912 -0.9630518276899237 0.0015402565537360688 0.44851032499078147 0.0039226956004432727 0.011142075061798097 0.0035543783880155038 -0.01427201218592696 0.0003812695040924717 0.16688420097966197 0.0016560191870667043 0.99534648656845104 -0.0011692674294538558 0.00019417896839282758 0.002078272637941411 0.0031343744205813359 -0.0013777122289462273 -0.022732119098456207 1.7896330973599109e-05 -0.0025563281664855884 -7.4368226943406047e-05 -0.011454805480060283 0.0024942217026006773 -0.0055329471519328889 9.3806971563026323e-05 -0.07356364307750847 0.02716602943837643 -0.0020258514397088149 -0.0047291389083482308 0.039278768002986915 -0.0029039332719262602 0.19965738377564782 -0.018117109969026213 -0.0044651107399408972 0.039908487136434918 -0.00079918390128911178 0.00060923713317267633 0.16553204506635669 -0.026611880724090622 -0.019593972664938428 -0.032241076271108365 -1.4019201974427984 1.88436652024393e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -3 45 50 35 10 -8 -7 -2 11 -1 16 41 15 38 -11 18 19 20 25 30 32 -24 -25 34 28 31 29 -27 -22 -21 -23 -34 -12 -6 -13 -28 -15 -26 -41 -10 43 44 -43 -4 -47 -48 -49 -14 51 -5
right_child=1 2 3 4 5 8 7 -9 13 12 17 36 49 14 -16 -17 -18 -19 -20 27 21 22 23 24 39 26 37 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 40 -42 42 -44 -45 -46 46 47 48 -50 -51 -52 -53
leaf_value=-0.019246803430776924 0.022842051198946053 -0.018329746478598152 -0.025403862486452725 -0.23565655893141196 0.0046154342736639186 -0.019814864462069939 -0.079806308177362409 0.099812206567364226 -0.022437754420913097 -0.019887775068135168 -0.098360785155962943 -0.02417710065443425 0.10973801105041564 0.054662962841429123 0.014427911392382087 0.020171257173246512 0.0078570710641887639 0.01673911479865519 0.049919686750593606 0.049910063175654606 -0.074262229413766312 -0.14066793411324338 0.048863565198153491 -0.17205025102329888 0.039183659335878737 -0.13095784895711246 0.082640173159597805 0.0049937499172785825 0.042121868268664146 0.012654622668723806 0.023760555229105348 0.00718911271878327 -0.12331287278993841 0.030833684387590512 0.0082100051026580863 -0.016718551287972391 -0.26049692425188736 -0.018342643400601037 -0.089493973385732561 0.026747224476837413 -0.095219732666563028 0.021369605356722273 -0.0022946281588324749 -0.034711060832209872 -0.0013006929878399429 -0.018192031762312072 -0.015837502145260536 0.054488857954863384 0.0058800660425524899 0.0085244832333972835 0.022823955612947769 -0.0082789677212304243
leaf_weight=0.88384053389881845 9.8590081755455703 26.370817601388808 8.220914454771334 0.041440890920057205 5.9426692865936301 6.2904984357437561 0.63840302879543642 0.093765148845704971 3.640200611383988 3.9697099952750241 0.17401933661313052 0.071174379349031369 0.32933345415221993 0.093665935426545444 17.991194384689948 0.48311702108276222 9.0792952298729652 19.229922872134011 1.376154426218817 2.8545597962729508 0.27847263542298595 0.65105823500198312 0.53091668131492031 0.31285394282895129 0.32050579334827467 0.63528439278888982 0.23012908271994093 29.95908197371682 0.1460530234471662 0.14955062053559232 1.6065585585502047 2.2807864298492859 0.16309305826143761 0.20510028622447862 15.6552927244893 21.466712507858119 0.069121652020839974 0.71661956874231758 0.58083844320935896 0.25501292318949709 0.44001958222361282 10.021501035625992 58.576723340875333 1.0189331882793329 7.1638150483393028 10.475270860723301 3.3261793410674727 1.0157071086869107 5.3374741272208421 0.36527688639398626 7.473172409183233 0.99267883121501654
leaf_count=408 3506 15512 10161 12 3449 3109 225 71 1772 2824 36 48 146 69 11409 267 7221 7245 516 458 73 71 79 35 55 114 56 15444 52 33 342 363 21 43 3788 19045 10 218 216 58 35 6598 38177 449 4765 11621 5468 467 5295 369 3049 383
internal_value=0 -0.00328312 -0.00499576 -0.00292753 -0.000936825 -0.0021122 0.00640933 -0.0550009 0.000473636 0.01097 0.00698916 -0.0403994 0.0024352 0.00175867 0.0116065 -0.0318021 -0.000598756 0.00761896 0.00463935 0.00354195 -0.00469644 -0.0305269 -0.0561291 -0.0282838 -0.0593529 0.00227596 -0.036664 0.0088166 -0.080646 -0.103915 0.00872696 0.0310255 -0.105582 -0.0399562 0.00693051 -0.0120931 -0.156663 0.00726352 -0.0685947 -0.0222957 -0.0509136 -0.000588189 0.000452607 0.0092862 0.0119277 -0.0128673 -0.00773598 0.00359232 0.0137804 0.0580381 0.0174422 -0.0211809
internal_weight=0 220.126 196.524 170.153 141.777 133.27 79.9274 0.732168 105.86 23.6026 79.1952 1.02414 13.7436 99.57 19.1488 1.15762 13.049 78.171 58.9411 57.565 22.4705 4.76359 2.87856 1.85931 1.32839 17.7069 1.87764 35.0944 0.930888 0.784835 1.88503 5.13535 1.01925 0.368193 15.8293 27.4094 0.140296 0.946749 0.674504 1.01554 0.695033 80.4212 76.781 18.2042 17.1853 28.3755 20.1546 9.67936 6.35318 0.69461 8.50729 1.03412
internal_count=185256 155359 141293 125781 92769 89325 29897 296 66831 14066 29601 466 10560 63722 11961 552 10045 29135 21890 21374 5109 812 397 262 183 4297 473 16265 199 147 415 821 135 64 3824 22494 58 274 285 148 93 51761 49989 11812 11363 33012 22851 11230 5762 515 3444 395
shrinkage=0.1


Tree=70
num_leaves=53
num_cat=0
split_feature=1 2 4 1 5 2 4 4 16 14 6 7 2 16 16 9 2 6 4 2 6 14 11 6 10 10 11 1 16 11 4 10 14 9 2 5 9 7 16 14 1 8 11 9 5 5 1 5 9 16 10 2
split_gain=0.939714 0.43146 0.375857 0.441032 0.524 0.39376 0.32156 0.377372 0.507943 0.412644 0.399213 0.335627 0.326781 0.312745 0.30763 0.316968 0.295685 0.272207 0.269424 0.293561 0.26216 0.30844 0.251011 0.351856 0.249262 0.239919 0.299341 0.599592 0.260468 0.256251 0.388407 0.285038 0.311136 0.248905 0.280899 0.239548 0.238905 0.242761 0.2379 0.313428 0.236681 0.232947 0.229677 0.22376 0.220337 0.254857 0.230313 0.263164 0.220235 0.215954 0.276839 0.216881
threshold=0.090715080499649062 1.7896330973599109e-05 0.68618109377370107 0.67639699578285228 -0.032777236367834979 0.00019164908735547217 1.4767826490232905 1.4072265869433704 -0.1705788656310796 -0.37850874953534713 -0.0096093521697353176 -0.10781570088230819 0.99445158243179332 0.021610126268166913 0.026700063177407942 1.0000000180025095e-35 0.99080741405487072 0.39104448631668026 -1.2713528930891254 0.039702350273728378 -0.019593972664938428 -0.69956970431664911 -0.010584664478955867 -0.201767800684511 -0.020323460705263918 0.00075969568633751396 -0.0089242335815834534 0.9961184859275819 0.13792610100035663 -0.027306207403819983 1.1658198222839322 -0.019521386333990285 0.0070290146310919869 -0.0063743745899760016 0.00022322208678815517 0.26696845927182639 -0.01312928602018471 -0.037131776141709302 0.011709558815423708 -0.024081661284379507 8.6167788140301144e-06 0.05652879087748109 -0.061139904710428988 -0.011696462627216402 -0.083276196496798141 -0.21214197835752763 0.72065144777297985 -0.36454238161679686 0.1170552587076913 0.05661227949945672 0.022147743606031934 0.0797083154320717
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 3 5 44 -3 7 11 9 -9 12 -1 16 22 -15 -16 40 48 36 -20 21 -4 -2 -24 -21 29 33 28 -28 30 -22 32 -31 -27 -35 -8 -13 -38 43 -40 -10 -37 -26 -6 45 46 47 -5 -7 50 -39 -52
right_child=1 2 20 4 38 17 35 8 10 -11 -12 18 -14 14 15 -17 -18 -19 19 24 25 -23 23 -25 42 26 27 -29 -30 31 -32 -33 -34 34 -36 41 37 49 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.031196622864250952 0.039371235576271577 0.063822685821671374 0.10269561081157536 -0.055288557342220837 0.11310984871859536 0.0024855271000260356 -0.00021630959202187166 -0.18031476482396183 -0.041782477627669852 0.013661382350388801 -0.0075859185863632432 -0.015780772827976235 -0.027119880212002068 -0.083644989692867711 -0.027178655178586669 0.03864933250208142 0.18001742927329115 -0.023351612022764014 -0.0024907465879095204 -0.040435599659305863 0.06509255108795213 0.004324758266377157 0.047001162220680626 -0.00030281663639309254 0.039494051127616628 0.0020294652783620203 -0.035819506772382693 0.084026502909147316 0.06071274319569029 0.045657867673542192 -0.053865296721195804 -0.005764408716575427 -0.14147275872192719 -0.16150441745024038 -0.050803589341568561 -0.045798502677593687 0.04145711021293378 0.0013414845798193503 0.039432008615525295 -0.045868956579396096 0.055850017120959085 0.030088523135536671 -0.012961043606008868 0.047675280485183345 -0.015679623063084191 0.03289922100022518 -0.0023150993828631736 0.081829048240019242 0.046686455138421706 0.019103285421629035 -0.072380176045727287 0.016719416189884675
leaf_weight=2.2788807898541554 6.8921902641850474 1.0185978379868164 0.30936013108657689 0.16402293035207549 0.62741731876394657 69.146366694832523 2.2969874431291819 0.20995977660641074 0.2578198738046934 0.20724008372053493 2.4208059656011747 5.6914359335332874 0.54960258076607704 0.44941081384604276 1.538706484336217 1.3627461798751026 0.16464304516557593 4.0658621156053405 36.682810557707853 3.2913536006162749 0.30334376218889092 12.803276852883753 2.1760664621251644 5.5516294431035931 0.8297353662965169 0.35978120168147143 3.7785164940351015 0.51534462657218671 0.28595795956061909 1.6739316264647701 1.9645936052547766 20.084100683402539 0.076904432964511105 0.37417217959227833 0.61471716630694573 4.5851234412402846 1.8849146752490984 9.3922148307037769 1.6571810396940239 0.56365913881404583 3.0212170410886756 0.43150858063017938 60.765301694366599 3.1820465003893323 2.9061787513173849 4.7920598451078149 6.9660738253980981 0.64599818454007607 1.1284374939677935 5.8818104789897907 0.94629774824352242 0.37325075902481331
leaf_count=1027 810 410 86 68 384 38842 2360 9 69 69 949 2430 263 53 238 141 65 1651 21824 2735 146 7515 285 610 380 122 1443 104 101 505 335 6276 15 56 180 2603 732 3762 1545 374 954 229 67289 2929 1444 3881 3874 295 223 1865 285 194
internal_value=0 0.00462506 0.00275156 0.00620915 0.0188345 0.00260279 -0.00658075 -0.00547109 0.0174009 -0.0873054 0.0244316 -0.0066938 0.0437894 0.0192043 -0.00831586 0.00378585 0.0551867 0.00174907 -0.00738479 -0.00964255 -0.00501053 0.00678008 0.0255143 0.0130942 -0.013684 -0.0101596 -0.028152 -0.0158272 -0.0287955 -0.00571682 -0.0375757 -0.00238014 0.0361125 -0.0692618 -0.0947813 -0.0269785 0.0021031 0.00762116 0.0437969 0.0175919 0.0479915 -0.0391887 -0.0122434 0.0589228 0.00906809 0.0148045 0.00360444 0.0534787 0.00320679 0.00373779 -0.00471686 -0.0472889
internal_weight=0 157.979 140.008 96.8639 21.5046 75.3593 142.163 134.849 6.83129 0.4172 6.41409 128.018 3.99328 17.9707 3.35086 2.90145 3.44368 74.3407 125.739 101.569 43.144 13.1126 14.6199 7.7277 64.8864 30.0314 5.92849 4.57982 4.06447 24.1029 2.26794 21.8349 1.75084 1.34867 0.988889 7.31362 24.1699 18.4785 6.0303 2.22084 3.27904 5.01663 61.595 3.80946 15.4743 12.5682 7.77609 0.810021 70.2748 16.5936 10.7118 1.31955
internal_count=185034 74941 72804 55920 14794 41126 110093 104901 2378 78 2300 102523 1351 2137 432 379 1088 40716 101496 92228 16884 7601 1705 895 70404 9283 2006 1648 1544 7277 481 6796 520 358 236 5192 9268 6838 5232 1919 1023 2832 67669 3313 9562 8118 4237 363 39065 6106 4241 479
shrinkage=0.1


Tree=71
num_leaves=53
num_cat=0
split_feature=0 1 7 5 13 1 5 12 3 15 0 16 16 13 16 8 5 12 8 14 1 8 3 0 0 13 1 1 8 15 12 9 5 9 7 5 16 14 12 15 5 5 14 3 0 0 12 13 12 8 16 15
split_gain=1.00222 0.453965 0.256455 0.233742 0.410624 0.224923 0.259474 0.335132 0.21532 0.323796 0.317947 0.194404 0.188719 0.37863 0.295589 0.28539 0.26053 0.248956 0.237736 0.368665 0.310734 0.246397 0.22463 0.219016 0.194835 0.425926 0.308554 0.230234 0.192545 0.293201 0.184864 0.261551 0.288149 0.177406 0.18212 0.175067 0.17429 0.167214 0.164535 0.159696 0.158069 0.550626 0.35985 0.200002 0.207785 0.19536 0.239111 0.177028 0.176872 0.16627 0.163673 0.212814
threshold=0.002846706891432405 0.066074535250663771 -0.10781570088230819 -0.48980527591289524 -0.10539563233776617 1.7280442079936623e-05 -0.24781129812707334 1.9627335336857623 0.059338443941669546 -0.14671885982162641 0.089540053158998503 0.052086920797503759 0.006958293854185958 -0.18253831132132717 0.0093473430773867959 -0.0011566698230497015 0.056967850236192621 -1.3074440110863403 0.0061021054613291876 -0.34097290613658732 0.69866985082626354 0.0041034437997351019 -0.57911677658557881 0.00040114120929501956 0.00022114589228294793 0.33631036638004891 0.9894276261329652 0.67639699578285228 0.0002558702272716222 0.02524055174169279 2.1384749750507379 -0.00093987421969075891 0.2471076703032262 -0.014444939272993456 -0.016729790511054356 0.34071423517281879 0.11765037727336825 -0.068285377725909771 -0.19374372064008552 0.060478123055086201 -0.047492555910424901 -0.032777236367834979 -0.34097290613658732 0.0028340294375084345 0.060294331982731826 0.0052872332744300374 0.33228263783147383 0.24759407718239704 -0.54977044050121304 0.041892166764790378 0.20869704510143008 0.32265472763059949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 11 4 -3 6 7 -4 -5 -10 -11 -2 -1 39 -15 16 17 -16 19 21 35 23 37 -17 25 -19 -26 -27 36 30 31 32 -30 -24 -35 38 -21 -18 -20 -14 49 42 -42 -44 48 46 47 -43 -45 -7 51 -47
right_child=1 3 5 8 -6 40 -8 -9 9 10 -12 -13 13 14 15 18 22 24 20 28 -22 -23 33 -25 26 27 -28 -29 29 -31 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 41 45 43 44 -46 50 -48 -49 -50 -51 -52 -53
leaf_value=0.016900577986541366 0.048101275086212252 0.027300433363605426 0.0060840782344013305 0.0028551604937075443 -0.035383922907828574 -0.015051658347692938 -0.03427625189576327 0.29097400851355548 -0.051382477882084027 -0.077468239299842104 -0.00098514306641381342 -0.043186798351890203 0.05686860772756111 -0.074663130129593011 -0.066920193778872858 -0.095716713897243066 0.080810073483109271 0.05924358678493679 0.00090897263083143665 -0.030229119248650228 0.072495360336353745 -0.17665967387862763 0.085894057148920427 0.020883292826532507 0.0021687095556671035 -0.13790355828043108 -0.090295974044617922 0.024867570653694923 0.016814767000582372 0.054561255690922475 -0.071018098027663845 0.047288882378166384 -0.13304629156451736 0.095774618106255621 -0.00015698892340294265 0.080024270719189439 -0.13993493060188592 -0.018052537573561719 -0.070441092610311576 0.011744771018635459 -0.11706091340177432 0.049097877242962766 -0.0013638122096999864 0.011335351706343103 0.035028897305766298 -0.0083094787951134199 -0.052344398068975596 -0.033282153346847254 0.13923670511632943 0.016440357464852097 0.016739416434126648 -0.043867379314570437
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leaf_count=8555 677 486 88 64389 1678 39975 2036 31 1129 286 9257 153 471 144 267 86 170 341 318 232 185 47 50 71 1315 42 145 33 149 239 75 188 37 28 647 53 48 56 177 335 24 565 640 141 1694 43181 175 88 171 1239 1636 791
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internal_count=185034 170530 93305 77225 2164 92475 2155 119 75061 10672 9543 830 14504 5949 5143 4999 3094 2143 1905 1172 733 204 951 157 1876 416 1460 75 968 688 449 374 186 725 675 548 280 226 495 806 90320 49106 2670 2646 2006 46436 828 653 312 41214 45608 43972
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Tree=72
num_leaves=53
num_cat=0
split_feature=2 9 1 4 7 13 14 9 10 2 9 4 4 4 16 12 14 10 10 9 1 12 9 11 7 16 16 7 14 2 14 2 10 13 2 16 10 10 2 4 7 13 13 13 2 15 1 14 12 14 7 7
split_gain=0.525886 0.290072 0.251938 0.346905 0.359874 0.320936 0.260371 0.240189 0.380547 0.328309 0.290747 0.224487 0.298421 0.42666 0.228759 0.209096 0.20568 0.203458 0.200073 0.393584 0.215649 0.208872 0.228371 0.274733 0.216778 0.206957 0.199899 0.233304 0.196696 0.339354 0.196289 0.217479 0.189546 0.276327 0.212312 0.266805 0.188976 0.188899 0.187841 0.259639 0.298179 0.25522 0.289478 0.286508 0.310921 0.252909 0.33063 0.264541 0.233561 0.222539 0.263953 0.251258
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 18 -5 8 10 -9 -1 12 13 -8 -14 -16 36 -3 19 28 21 30 23 25 -25 -23 -24 -28 29 -4 -20 -32 38 34 35 -34 -13 -7 49 40 -40 45 -43 44 -44 46 47 -41 -49 50 -10 -51
right_child=1 2 5 6 -6 37 11 9 32 -11 -12 16 14 -15 15 -17 -18 -19 20 -21 -22 22 26 24 -26 -27 27 -29 -30 -31 31 -33 33 -35 -36 -37 -38 -39 39 41 -42 42 43 -45 -46 -47 -48 48 -50 51 -52 -53
leaf_value=0.027116032586521 -0.058383154661029536 -0.0062256228854999599 -0.14234711226339958 0.086311547755428111 -0.030508502477727663 0.023122241160012422 0.0039280420020909234 0.044644002338306225 0.0071503800760607961 -0.012266667450824484 -0.056498394866987045 -0.031797472390276658 0.0094963280950492845 -0.048710530253977646 -0.034167818422597696 0.075345314652224091 -0.060722342175213662 0.053265643756268632 -0.024959182228057722 0.019800716836751265 0.033913254136295354 -0.02860350685485763 -0.020559361405988148 -0.067180188657839812 0.0092488251784840787 0.019102915568421253 -0.053302696404202078 0.046858217795243837 -0.0062160452211942677 -0.02156699519729428 0.040417574566009556 -0.0027390826449265166 -0.09937451852847097 -0.025100637126950098 0.016658296086474018 0.072212780159692791 0.0053350612255822216 0.11356883573793837 0.005555810958019409 -0.12463249064792448 -0.027757072774820497 0.043771846948541901 -0.11409165667565713 8.9045788853647659e-05 -0.01153464607400323 0.065626091302087991 -0.0082600504790355921 -0.02564253317834644 -0.10447803656780186 0.026730726138438056 0.11297976888262114 -0.0021209329369877719
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leaf_count=198 645 5829 71 262 23364 403 2554 996 47 391 532 1902 2557 5479 65 434 509 389 425 2156 1555 2233 4547 153 16226 588 58 410 40351 2027 1638 1585 20 624 4505 257 2330 120 47234 61 1296 338 62 3696 250 80 1108 770 57 602 35 746
internal_value=0 -0.00412795 -0.00377938 -0.0108489 -0.0218262 -0.00144423 -0.00250709 0.00435001 0.00357828 0.0266398 -0.0368351 -0.00386423 0.00296564 -0.0107457 0.0177033 0.0570355 -0.0193289 0.00349603 -0.00195617 -0.00538153 0.0031801 0.00163729 -0.00117683 0.00332214 0.00799686 -0.0176393 -0.0148014 0.0225841 -0.00767106 -0.0293201 0.0187579 0.0260518 0.0042749 0.016512 0.0222373 0.0599711 -0.0116505 0.0531557 0.00310798 0.00173555 0.00443967 -0.00714157 -7.75101e-05 -0.00397394 -0.0492924 -0.021447 -0.0248865 -0.0496609 -0.0383787 0.0143976 0.0610857 0.0107516
internal_weight=0 153.572 152.611 37.8768 16.3426 114.734 21.5342 139.712 135.056 4.65556 2.27309 21.2267 14.7338 7.63514 7.09869 1.20741 6.49287 4.17539 113.685 68.2009 45.4838 43.3273 37.225 27.9943 22.8985 5.09584 9.23068 1.22507 62.5282 3.91659 6.10231 5.23585 132.783 11.5397 10.1512 1.28545 5.49593 1.04897 121.244 108.12 82.8818 25.2384 16.9073 15.5422 1.26266 8.33118 8.02668 3.20944 2.81276 13.1234 0.930537 12.1928
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shrinkage=0.1


Tree=73
num_leaves=53
num_cat=0
split_feature=3 6 9 13 7 11 8 11 1 7 0 11 6 1 5 4 1 16 5 11 16 9 3 13 11 1 0 13 6 3 16 8 8 9 6 0 8 9 1 0 5 4 9 6 0 1 6 3 8 5 0 4
split_gain=0.558706 0.473217 0.336383 0.323412 0.312742 0.30141 0.282435 0.270503 0.269785 0.233825 0.214934 0.204624 0.203544 0.202963 0.227486 0.227025 0.243054 0.204553 0.194703 0.193187 0.198782 0.188296 0.185893 0.274158 0.210864 0.200027 0.19022 0.286855 0.205206 0.188496 0.350843 0.190189 0.188224 0.185696 0.181771 0.248441 0.179642 0.208206 0.177001 0.190971 0.174459 0.257571 0.172794 0.172622 0.169533 0.231009 0.303553 0.222093 0.196933 0.305883 0.169228 0.21853
threshold=-0.056540754914749407 -0.081215708360660804 0.056575091149089832 0.18578661999389695 0.053772229043185994 0.0022836222358112125 -0.015060506821556345 0.0040213836576110003 8.6167788140301144e-06 -0.030108780942969194 0.049537165090441711 0.0026547553508646129 0.39104448631668026 0.9934787154197694 -0.39412669827681679 1.4479227550631293 0.99088570475578319 -0.14763760721495181 -0.15490942150905582 -0.027306207403819983 0.066434526817583398 0.031092014378648909 0.39817529171705252 -0.57187894289687191 0.025562013723461587 0.010752310045063497 0.00077282692654989671 -0.08280759319800593 -0.013799858475996976 -0.044858847744762891 -0.21703799847789398 0.031792907208162836 -0.0046682964601348085 0.044155001091746228 -0.12207949417042389 0.023879622109234337 -0.013084464505631067 -0.010798011292806307 0.94984394311904918 0.0066943343263119468 0.5573758678174644 -1.5294788092947376 0.0028926057561100885 -0.22256248348443497 0.055855646729469306 0.048538403585553176 -0.24580263177593256 -0.099548077210783945 0.0066922794215406372 0.48278226412477426 4.9263120672549128e-05 1.4478914075060272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -3 7 9 -8 10 -1 38 22 15 -15 18 17 -17 -5 -16 -21 44 23 25 26 -2 27 -25 -29 30 -28 40 -30 -11 35 -9 -19 -38 39 -7 41 -32 -13 -6 47 -46 -47 -10 49 -49 51 -20
right_child=4 2 -4 13 43 11 8 34 21 33 -12 42 -14 14 19 16 -18 36 50 20 -22 -23 -24 24 -26 -27 29 28 32 -31 31 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 45 46 -48 48 -50 -51 -52 -53
leaf_value=5.2481988437501134e-05 0.005304383271477869 -0.0017144264224082583 0.024777585667052654 -0.0078731138192056939 0.019691131071067798 -0.17826688477098204 -0.13360048003203451 0.044788173014893767 0.022935859647940354 -0.013243802632690264 0.11845257930235292 -0.0035756648403155789 0.021260438793354021 -0.10970591119294218 -0.021783102771518254 -0.093103474997506652 -0.1425536710289704 0.096403846028467563 0.046598694614628219 0.033979648100708214 0.10369858347605808 0.063192181351022891 -0.016190529513024961 0.086166073901606952 -0.021116551385310368 -0.057500751814669827 -0.10179421884431067 0.034864089639973526 -0.065489998723447171 -0.00091888702790723659 0.10685181764830227 -0.094156688369313485 0.028879302655238821 -0.082401460484778352 0.11097811987300328 -0.03935868543741998 -0.11425073039607161 0.0046591831905860911 0.098591034201772051 -0.052474596206360025 -0.077338794914290687 -0.0083621417969485801 -0.028923346767096514 -0.03180196886513028 -0.039470206387975312 -0.023929695073881433 0.027242854541216582 -0.0026054345686739189 0.036377708187415196 -0.10350080543513605 0.017005787114837152 -0.12516184406868833
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leaf_count=87 1392 18276 1340 2756 239 49 22 337 10947 2055 26 2657 2653 13 107 53 26 44 42 555 71 264 14668 208 3545 1549 128 389 131 96768 50 85 143 79 76 169 23 203 24 295 103 4238 2752 2809 778 860 2256 2068 502 82 5769 9
internal_value=0 0.0047084 0.000239076 -0.0013927 -0.00410209 -0.00540304 0.0128477 -0.00315278 0.0166745 -0.0120101 0.0452325 -0.0198409 -0.00320982 0.00884217 0.0337873 0.00516879 -0.0299486 -0.0168912 0.00850202 0.039176 0.0505671 0.0171497 -0.0037468 -0.00276025 -0.00218957 -0.0370003 -0.00138263 0.0254353 0.00715191 -0.00191784 -0.0164467 -0.0114979 -0.029323 -0.0177348 0.0310227 0.0184212 0.000675269 -0.0140384 -0.069821 -0.0824269 -0.00857009 -0.00524719 -0.0162516 -0.0258663 0.0160374 0.00111914 0.0101042 0.0191721 -0.000519558 -0.0115393 0.0152153 -0.0592813
internal_weight=0 130.07 83.9763 78.7557 161.103 56.5902 46.0935 8.89697 37.1966 7.07479 0.632163 11.5 154.778 22.1655 2.82658 19.339 1.66428 1.50948 17.6747 2.73661 2.30827 37.0948 151.469 140.362 138.08 2.28263 132.452 2.5756 1.99474 129.876 8.33782 7.89973 0.860769 6.44263 1.82218 1.59279 1.2409 1.08859 0.748788 0.705001 7.64824 7.31378 10.7512 6.32525 36.2429 6.2974 5.16685 29.9455 4.80765 3.71132 12.5364 0.280979
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shrinkage=0.1


Tree=74
num_leaves=53
num_cat=0
split_feature=2 3 11 15 12 10 16 1 15 8 0 3 11 14 16 10 10 16 11 1 11 0 1 11 1 12 10 0 13 14 12 13 14 10 12 8 13 0 12 11 16 1 3 8 10 2 12 12 1 1 13 1
split_gain=0.315294 0.344104 0.270231 0.253824 0.252148 0.249013 0.239663 0.178991 0.173451 0.165401 0.163811 0.353012 0.212556 0.198527 0.225562 0.202032 0.197778 0.192051 0.181467 0.178689 0.268018 0.256845 0.25106 0.186491 0.180525 0.174702 0.227816 0.232978 0.171873 0.187874 0.155473 0.153955 0.153796 0.1536 0.200372 0.172338 0.193586 0.187941 0.179255 0.182086 0.178254 0.182296 0.174987 0.194479 0.153799 0.151363 0.147519 0.14684 0.144434 0.144005 0.196271 0.148988
threshold=0.089726183563470854 0.13896908506285402 0.10377961803361221 0.26091226627692066 -1.565739801312841 -0.00022546935122838175 0.23122459887168284 0.00029115844517946249 -0.010398196223010003 -0.013084464505631067 0.13963114470243457 0.084250940009951605 -0.013446801038810035 -0.20618795118919522 0.20869704510143008 0.00068470886943877013 0.010583832365192518 0.14503375083974793 -0.014507824812304755 0.72065144777297985 -0.016413362063186884 9.3806971563026323e-05 0.74231892824172985 -0.05188618013128684 0.67639699578285228 -0.22580937198666523 -0.011166049068527814 0.018211660906672481 -0.023025971912858403 -0.23830518692333358 0.10991481346985534 0.021110402933834191 0.050185118709999151 -0.051591306818889481 -1.2799154591752897 -0.0049147197737170632 -0.30014304056330565 0.090723060071468367 -1.4664342953930192 0.003170945348666551 -0.027203449714563285 0.097338285297155394 -0.0085750818252563459 -0.041845600432173266 -0.02552799318223151 3.049272709176876e-05 -1.3172253808331107 0.89648092331928908 0.0833704248070717 0.050861211493611343 -0.057039662898942918 0.05504919774830342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -4 -2 7 -1 47 -8 11 13 18 14 19 -16 -15 46 -12 21 23 -9 -22 28 33 26 27 -24 -21 -30 -6 -18 45 34 48 42 37 38 -37 44 -38 -42 -35 -44 -40 -11 -14 -3 -23 50 -47 -51
right_child=3 8 4 -5 30 -7 9 10 -10 32 12 -13 17 16 15 -17 31 -19 -20 20 22 24 25 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 35 -36 36 40 -39 39 -41 41 -43 43 -45 -46 49 -48 -49 -50 51 -52 -53
leaf_value=-0.072337493518267071 -0.015427930564785098 -0.041769833944495544 0.097788923884944035 0.025446541977913097 -0.064808068548359507 -0.0028466894457408673 0.051911315592548184 0.051346498305869487 -0.0047743967064369291 0.094669476286734888 -0.0084383781353111354 -0.036572204902217978 -0.013349904338765579 -0.00093413493088414633 -0.0013235942740877297 -0.11931395757228409 -0.0045393748183525963 -0.043012329592730401 -0.12622143778288833 -0.07155721308151923 -0.083756717582699328 -0.13717047211809172 0.078340564174192495 -0.015911902244892553 0.068763173470066039 0.022591712635862564 -0.027493271166491851 -0.038048567123736332 0.011193023511293733 0.093956692354914051 0.044415645273148251 0.015491861075283667 0.054197867342694842 0.030773037332680327 0.060606746890940616 0.053017174030501303 0.03375047380808642 -0.1153176377447188 0.032157466030298891 0.035536248104561893 -0.032886460568921493 0.014734201511456133 -0.11812487610922467 0.0040804123011897089 -0.054637613895072282 0.082952022567221409 0.031986503691647732 0.014108918871046823 0.01329794480033923 -0.10568128955272507 -0.026334879820811355 -0.005904615772514079
leaf_weight=0.30547253930490015 24.211467255817411 3.3208873939706796 0.10457088478142385 2.4405651202459913 1.1764729603237345 44.88658937851153 1.4517211606289491 1.9444690243362845 4.3132592976544384 0.15545603609643821 0.97672160184811219 2.3787804674047939 0.80767767375709709 133.72720463882263 0.3325399008099329 0.24044207123006345 5.3009916640176042 0.40734379722562142 0.1340132658369837 0.19926390904584002 0.23979576263627933 0.074020308995386475 0.48071662882011912 7.7729595618202421 0.53444481049336978 9.0095947346712819 1.7056634954369627 0.24947043568863592 2.2953754456384567 0.2950564763086726 0.13390671295928758 13.810856438609333 0.71448399113432959 3.8166813536674908 1.1053975544782559 0.30059187109964169 1.7959244118001119 0.19578175879905746 0.22702172167009882 0.35562195601232827 1.3704770343119967 1.8936470343442122 0.14569125909474678 0.63784113501969475 1.3840814899740475 0.394422552875767 5.862623024180265 0.53856292338377887 0.20136272950912826 0.14225176657782901 0.26210702810931286 2.3954743011781829
leaf_count=269 25375 3129 26 1905 386 47983 508 400 3899 14 468 1806 516 69188 108 71 2641 203 49 54 96 26 221 2012 228 3261 855 160 528 53 41 6400 346 1528 290 165 920 86 104 171 534 895 53 399 641 142 4100 523 59 33 112 952
internal_value=0 0.00151561 0.00230173 -0.00613617 -0.0409828 -0.00725787 0.00259958 0.00203836 -0.0185925 0.0231326 0.002157 0.00157153 0.0159964 0.00204831 0.00843424 -0.0529158 0.000426214 0.0223802 -0.0243959 0.00937763 0.00357793 0.0174378 0.0140034 -0.00795969 0.0126828 0.0161771 -0.00754101 0.0386163 0.0141585 0.0211903 -0.053206 0.0099368 0.0126735 0.0103767 0.0417668 0.00674622 -0.00258237 -0.0254735 -0.0168873 -0.0279467 0.00861009 -0.00532896 0.0219538 -0.0207379 -0.042192 0.00357953 0.0264762 -0.0339436 -0.0329555 -0.00134791 0.0397727 -0.0121868
internal_weight=0 217.619 209.446 71.5386 1.41495 69.0981 208.032 202.516 8.17271 5.51592 202.21 194.022 8.18838 191.643 38.8039 0.572982 152.839 7.07764 1.11073 38.231 22.2479 15.9831 11.6852 10.5627 14.0386 11.4454 2.43585 0.730187 2.7897 2.59043 1.31038 19.1118 4.0642 13.5041 1.38078 12.1234 7.52315 2.4631 2.26732 1.96673 5.06005 3.26412 4.60021 0.783532 1.6111 3.34971 6.6703 3.85945 0.275383 3.19426 0.65653 2.53773
internal_count=184932 109669 102118 75263 453 73358 101665 99558 7551 2107 99289 93953 5336 92147 13918 179 78229 4819 517 13739 7240 6499 4593 2647 6099 4497 1236 381 635 581 427 9041 1599 5871 375 5496 3516 1167 1081 916 2349 1429 1980 452 745 1253 4616 3652 85 1239 254 985
shrinkage=0.1


Tree=75
num_leaves=53
num_cat=0
split_feature=2 4 4 1 13 5 4 5 5 2 5 12 0 14 1 5 11 10 12 7 13 5 5 2 15 1 11 1 11 14 4 1 5 5 13 0 11 0 13 4 7 11 12 15 7 11 4 0 15 12 1 1
split_gain=0.245293 0.296295 0.298063 0.267121 0.28815 0.273804 0.239126 0.309615 0.250346 0.24875 0.233232 0.230931 0.222801 0.221001 0.215999 0.291947 0.276315 0.226282 0.208999 0.201507 0.196871 0.191949 0.183876 0.214695 0.180107 0.1775 0.224018 0.171142 0.170033 0.185211 0.291904 0.495363 0.28645 0.308511 0.267778 0.267299 0.264782 0.242542 0.281222 0.219869 0.216004 0.338442 0.209075 0.352892 0.399059 0.375265 0.285086 0.496383 0.255444 0.266572 0.252471 0.237026
threshold=0.089726183563470854 -1.2897799760328537 0.62430248628863494 0.066074535250663771 -0.019174787511879624 -0.17056551067289574 1.4767826490232905 -0.047492555910424901 -0.032777236367834979 0.99755817651748668 -0.63255424232174573 -1.4399732474691129 0.060294331982731826 0.23075013476206876 0.00042061852582264697 0.22297559162460115 0.016473924060932021 -0.0095971026753552714 2.1384749750507379 0.00048461970207359375 0.15607044178944776 -0.63255424232174573 -0.056453165040259518 0.43519568443298345 0.042713909769374447 0.00013388376828515905 0.0010084269659873092 0.070135276764631285 0.10377961803361221 -0.19643796084557555 1.2193625309771963 0.94229397177696239 0.41589046585906947 -0.015874824935657283 -0.076139508914972967 0.041876802220940597 0.036120575474622933 0.00051037184312008332 0.31123597832971389 -0.057909934079360417 -0.0017725083128803428 -0.0068492366120904173 0.30972175085019898 0.05514121658202225 0.0058058500547630001 0.0022108507097818001 1.4479227550631293 9.3806971563026323e-05 1.0000000180025095e-35 -0.30476169562788497 0.99534648656845104 0.97131854295730602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 3 10 5 -5 7 9 12 -4 -3 -12 27 -11 18 -16 17 -17 -10 -14 -19 -1 24 -24 -13 26 -26 -9 29 36 31 -31 33 34 39 42 -23 40 -39 -33 -34 -42 43 45 -45 48 47 -44 49 -32 -51 -48
right_child=1 2 6 4 -6 -7 -8 8 14 13 11 22 19 -15 15 16 -18 20 -20 -21 -22 28 23 -25 25 -27 -28 -29 -30 30 35 32 37 -35 -36 -37 -38 38 -40 -41 41 -43 46 44 -46 -47 51 -49 -50 50 -52 -53
leaf_value=-0.04276548060856239 0.020205358014041695 0.078689087393192456 -0.029435687719241311 0.0069938155847610733 0.0059420567159895552 -0.030691092913664793 -0.015225265532531458 0.11124381621405453 0.0041779044436977639 -0.0064602572399606664 0.013407592253947298 -0.025473237999870682 0.048873765231325361 0.18284807896860161 -0.032758563177845458 -0.098913485357388947 0.090716029268600201 0.029273311025082783 -0.039941528021150786 -0.0023821116146881339 -0.02277054270743456 0.006024485852152579 -0.02746192152535747 -0.067759214266799442 0.28024281390147504 -0.0041669581228676884 0.032068618914716428 -0.027065411632107357 -0.034641180685534977 -1.8378425517092518e-05 0.020098072440431252 -0.20904378088685213 0.067265334925870807 0.075666033945593958 0.02813611733322733 0.01291897449274227 0.053503714858086797 -0.039163603710200848 0.052106962854375299 -0.018927599277567583 -0.066097053466236594 0.047242566932921136 -0.1016117088017543 -0.10401094444579276 0.023394810346841498 -0.098526888689886391 -0.021436706088871882 -0.012690805333722792 0.02878481452434949 -0.025058246223752391 -0.11745011148654755 0.013948780960396472
leaf_weight=0.96923415819764969 4.1943309642763316 0.21913591390330367 2.9261022767495954 2.8922465841606027 11.850307284229528 5.7318211812203135 6.4243751000904004 0.5276239238301107 3.1911905764063633 0.14179954927749339 1.7486993148319268 7.2911910345328632 1.5707140756421725 0.089985469334351365 1.0125102907659309 0.14387560497562191 0.5597857645843759 4.7166381491369949 1.5983681126417648 1.4803046857196021 0.84519666836422391 44.967914268205504 6.3398706729885763 1.674075956028332 0.030185147428710812 3.7663349738591023 0.17764026800068677 0.099769215332344174 1.2807336399855547 134.85545589396202 0.79455756560128077 0.059692190005080192 0.74274266211432394 1.3419125236501921 6.2101625055638578 3.8828421961225095 1.1889038332010375 1.8230132377502744 0.39741730182868185 0.30640512473928527 0.45468188275117416 0.57834430939692572 0.77842783052619724 1.0746684880759856 0.3099061683169565 0.48119136942841567 2.8811127057124377 3.0022305529892037 1.3214519076791473 1.066037230086301 0.39942130682538857 5.4386634710699582
leaf_count=410 2447 222 5898 2458 8311 5035 5021 160 1692 340 3065 13638 570 152 1982 43 271 1903 732 473 241 17304 8061 6849 34 5396 239 30 440 78554 264 33 57 1719 4293 1823 278 341 74 187 39 48 57 228 95 108 822 713 325 267 52 1138
internal_value=0 -0.00552573 -0.00714023 -0.0123334 -0.00417652 -0.0180642 0.00141675 0.00708134 0.0128142 -0.0214168 -0.0201836 -0.0212789 0.0355882 0.07475 0.0058306 0.0166678 0.0247245 0.0179911 -0.0106379 0.0241342 0.0213177 0.00123777 -0.0244345 -0.0360098 -0.0161567 0.000972883 0.0871748 0.0891113 0.00143903 0.00165742 0.000117363 0.0017096 0.0212393 0.0322344 0.0231937 -0.0107798 0.00726737 -0.000592421 -0.0225466 -0.0580907 0.026811 -0.00291485 -0.0160314 -0.0322709 -0.0755583 -0.0172562 -0.00868457 -0.0313853 -0.00590865 -0.0262599 -0.051335 0.00167552
internal_weight=0 71.2441 67.0497 41.7215 20.4744 8.62407 25.3282 18.9039 15.746 3.15789 21.2471 21.028 3.67841 0.231785 12.0676 7.27801 6.2655 5.70571 4.78956 3.05102 5.56183 216.607 19.2793 8.01395 11.2654 3.97416 0.207825 0.627393 215.638 214.357 168.2 146.77 11.9144 7.91817 6.57626 21.4305 46.1568 3.9962 2.22043 0.366097 1.77577 1.03303 17.5477 5.44723 1.38457 4.06266 12.1004 3.78066 3.58147 2.26002 1.46546 8.31978
internal_count=184932 75263 72816 53308 15804 7493 19508 14487 8097 6390 37504 37282 1233 492 6864 4440 2458 2187 2424 1043 2144 109669 34217 14910 19307 5669 273 190 109259 108819 91237 85345 6791 6232 4513 5892 17582 559 415 220 144 87 4069 1339 323 1016 2730 770 908 583 319 1960
shrinkage=0.1


Tree=76
num_leaves=53
num_cat=0
split_feature=2 4 11 5 5 16 13 1 7 4 10 1 11 10 16 4 1 2 13 11 2 4 2 6 6 14 10 14 7 10 1 1 11 13 5 12 6 6 1 16 5 16 11 1 5 7 5 11 10 12 16 4
split_gain=0.631911 0.276195 0.306563 0.265719 0.363927 0.557469 0.362284 0.304663 0.300445 0.28931 0.266743 0.378488 0.260238 0.25101 0.335187 0.244137 0.228396 0.224043 0.248639 0.234273 0.2199 0.24958 0.298237 0.27312 0.345214 0.291781 0.213369 0.308471 0.291846 0.211086 0.2611 0.221105 0.208478 0.238795 0.207195 0.203998 0.201981 0.43718 0.309675 0.314164 0.283691 0.242717 0.235505 0.302738 0.206673 0.258414 0.201928 0.198826 0.197988 0.200546 0.202604 0.191553
threshold=0.0015235689352266493 0.075091364302156655 0.0090323094530634206 -0.035476443581294252 -0.066649434422817358 -0.022732119098456207 -0.30772105282698825 0.99874538183212291 0.004849875613017765 0.68618651704881328 -0.032339328635138866 0.99747967720031749 -0.00079918390128911178 0.0048954946356277789 -0.093010303748079171 -0.21600145118033712 0.97131854295730602 4.6234461478888995e-05 0.12314202195233646 -0.010584664478955867 0.15742993354797366 0.30669861409223204 0.66766968369483959 -0.030655631456314753 -0.0073387991505466949 0.23075013476206876 -0.0057996523069760546 -0.056055474453516406 0.0030232067846044019 0.0021130781853289011 0.97536692023277294 0.9961184859275819 -0.017152825722173245 0.31123597832971389 -0.22071774604182468 -0.28936232593384043 0.26066202452910742 0.27942996380358948 0.91598615050315868 -0.087579498916966356 -0.52624113375106851 0.047750844269280258 -0.0016332992416210933 0.0018629434634931388 -0.061767171753495019 -0.0060577907450771592 -0.51489195722640246 0.00078877939793150565 0.01271344200587581 -1.3074440110863403 0.14896954487050215 0.38726677635161871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 13 9 29 11 -10 32 -3 -15 -4 -16 18 -7 -19 36 22 46 51 25 -25 28 -28 -11 31 -31 -5 -8 35 -9 -34 42 41 40 -40 -39 47 44 -44 45 -2 -22 -38 -46 -50 -51 -23
right_child=20 3 15 8 5 17 12 34 10 26 -12 -13 -14 14 16 -17 -18 19 -20 -21 21 23 -24 24 -26 -27 27 -29 -30 30 -32 -33 33 -35 -36 -37 37 38 39 -41 -42 -43 43 -45 48 -47 -48 -49 49 50 -52 -53
leaf_value=0.030460242424142987 0.016594513774847046 0.023056425860439315 -0.0030315224994511315 -0.00081220457420724682 -0.1391318239454003 0.056263986060632848 0.08032335779460946 -0.075577037462226021 0.056105092495964265 0.01882113584909488 -0.010884372106534259 -0.12923204942897246 -0.088651342043556958 0.073000803507838385 0.0084541309529880364 -0.14383037007476182 -0.085868335065687584 0.070269641302517921 -0.036380295372166138 -0.026518949231703032 0.037057899653934884 0.025059232656125321 -0.043898443331251896 0.041483431216610557 -0.0027401809201847722 -0.034905607600119577 0.044096343301360683 -0.0016983400413627101 -0.044446726682250311 0.016592182403987958 -0.11569887300945991 0.041052546629177421 0.030184509409406025 -0.088568011626821763 0.07254481655778075 -0.030440043342342429 -0.0006133114855320942 -0.039337585373224015 -0.062339953879926836 0.11342376922229364 0.0015111530654721862 -0.071104429092376104 -0.038099345759997072 0.0041548023261152884 -0.011418098424994388 -0.0048976421582442534 -0.013977474942026294 -0.051745611775492396 0.041861210820690331 -0.0098078991613947779 0.037844184726907482 -0.021166760268103543
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leaf_count=4775 6096 5159 180 1591 27 164 59 198 251 1935 1869 23 82 115 277 61 250 87 53 370 619 1351 11228 1706 11398 323 1658 587 185 97 60 213 145 96 225 431 737 985 56 171 5073 492 1888 56435 20822 11137 19919 466 574 2428 399 10058
internal_value=0 0.00888145 0.0253967 0.00617413 -0.00387973 -0.0185816 -0.0405086 0.0101736 0.0111455 0.016626 -0.00426134 0.038711 -0.0329082 0.0154872 -0.0241898 -0.0436383 -0.0493952 0.0109164 0.0370466 -0.0122762 -0.00252633 -0.00869005 -0.0170225 -0.00218905 0.00538536 0.0306822 0.024459 0.034836 0.0122193 0.00254448 -0.0551962 0.00642275 -0.0226444 -0.0277163 -0.0531674 -0.0171241 -0.000948674 -0.0110509 -0.00181948 0.0721204 -0.00497354 -0.0376165 0.000161562 0.00338403 -0.00434172 0.00314596 -0.0115114 -0.0216758 -0.0084184 0.00662909 -0.00116836 -0.0160988
internal_weight=0 61.816 8.68543 53.1306 17.5805 8.58924 4.92312 8.99131 35.55 26.2213 9.3287 1.23438 4.59266 8.30768 1.32477 0.58436 1.05882 3.66611 1.71894 1.94717 226.134 46.0688 20.178 25.8909 16.7698 4.06515 16.8405 9.09621 7.7443 9.38081 0.575771 8.80504 3.89941 3.72861 0.683634 3.19502 180.065 17.8141 13.2341 0.525692 12.7084 4.57999 162.251 94.5774 67.6735 23.8577 16.7653 3.12259 43.8158 7.27928 5.97412 9.12105
internal_count=185584 21223 5016 16207 7738 1514 840 6224 8469 6326 2143 274 813 5801 642 241 527 674 217 457 164361 56602 31766 24836 13427 2029 4365 2245 2120 1961 157 1804 731 672 423 576 107759 7980 6285 227 6058 1695 99779 58323 41456 17233 20538 1203 24223 3401 2827 11409
shrinkage=0.1


Tree=77
num_leaves=53
num_cat=0
split_feature=2 11 9 4 12 5 11 14 13 8 2 4 12 9 5 8 15 11 4 15 8 9 12 5 6 2 4 6 4 2 13 13 4 15 6 2 5 12 10 5 15 10 9 15 14 11 15 13 11 2 9 15
split_gain=0.688897 0.316695 0.301762 0.305601 0.333907 0.384331 0.319311 0.277594 0.235217 0.229755 0.253427 0.332073 0.219662 0.195076 0.203608 0.203714 0.269904 0.188739 0.230621 0.184816 0.222632 0.184584 0.177852 0.173364 0.172082 0.262129 0.173969 0.284181 0.175624 0.171476 0.169835 0.167878 0.179096 0.164994 0.164883 0.185827 0.18712 0.181136 0.164285 0.163363 0.162023 0.177707 0.198491 0.16146 0.256571 0.252887 0.185591 0.169122 0.164505 0.156024 0.181802 0.154752
threshold=0.00073927396442741166 -0.05188618013128684 0.0071753189548737686 0.075091364302156655 -0.96826519979633763 -0.035476443581294252 -0.039579461844878969 -0.50333918981332582 -0.30772105282698825 -0.0044355566831383647 0.19334241002798083 0.30669861409223204 -1.3683140255246182 0.0078809289152232329 0.2935764297435946 0.0063923848484930433 -0.021460686664941216 -0.001566196270126813 -1.0190673705728159 -0.14980960175974314 0.012280731803434012 -0.083102000715763596 -1.2181736099648319 0.43085980988977762 -0.030655631456314753 0.41775625944137579 0.31633912317514018 0.036049633292626886 0.62430248628863494 0.43519568443298345 0.41035195771620364 -0.57187894289687191 -0.30945134282802084 -0.21658038901417304 -0.13771152273114182 0.9610935151576997 -0.074869121012135206 0.22617467393527263 -0.10110361240001629 -0.23747807457754058 -0.065171831003106737 -0.022122750020925439 0.0032637389233641377 -0.0084574966624221346 0.012976705833981701 0.012210760925054406 0.32265472763059949 -0.45279611161312444 0.0035378869320144947 0.077249038964509978 0.0033500429006488521 0.12795109279954545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 30 3 12 7 6 39 -5 -8 21 17 29 -1 -4 -15 51 -17 18 19 -11 49 23 -22 -3 34 -26 27 -27 -28 38 -2 -19 43 -7 35 36 -13 -37 -12 -6 -14 -42 -43 44 -33 46 -45 -47 -48 -21 -51 -16
right_child=1 9 13 4 5 33 8 -9 -10 10 11 24 40 14 15 16 -18 31 -20 20 22 -23 -24 -25 25 26 28 -29 -30 -31 -32 32 -34 -35 -36 37 -38 -39 -40 -41 41 42 -44 45 -46 47 48 -49 -50 50 -52 -53
leaf_value=-0.080650982040058772 0.024892623904397022 -0.065734691680990637 0.072933157537430779 -0.12557747401264949 -0.16438353309423603 -0.048441767456650964 -0.10401118454978937 0.069447072533651483 -0.0078869639083476162 0.018941477277696191 -0.1180653861391283 -0.042155837652735215 -0.002638916541816944 0.033535684956012883 0.0088059028427482696 0.051485396748149587 -0.074437417187713864 -0.030894222331862092 0.00053213982848915699 -0.046352259073614753 0.020606691678751125 -0.0068713433338035371 -0.0190405581590124 0.072603843985883612 -0.022527686399842137 0.38542253707384255 -0.034961870464946192 -0.039107130924372027 0.013919850775725768 -0.03746506634237063 -0.039916680729011778 -0.0079648923139075505 -0.00054418742919540687 0.010214138868745434 -0.042303918408149205 0.017002811288489406 0.036407391178288555 -0.028715079020854156 -0.0094782118349958505 -0.0240171439537386 -0.057000604787393321 0.074315194586325323 -0.0033536637052530086 0.01181102774107773 0.016912612360606327 0.1188644052823723 -0.065658987602561211 0.03118643762087462 0.031461966132838214 -0.031046096179308959 0.047615472577486162 0.07011545496133989
leaf_weight=0.1378326379335707 5.5959530324380458 0.83227737423294357 0.75287993811434617 0.06238091128761869 0.18840542562975315 0.47224899673528753 0.2432374096060802 1.0614111224112992 10.931655531957626 1.3251494357173204 0.12517957296222437 0.36485104798521195 0.64096496718229978 5.9692812763755665 4.1932456381255179 0.2234407339929021 0.58146795361608372 1.291776404855226 33.561935112262972 3.6221976247325056 1.6817505666494978 75.439771967333741 3.3714265028484078 0.086815458473211038 2.7801452221428926 0.014358341315527379 0.77113372404164593 0.025421474345421302 10.956576640699494 4.5684058691992959 0.42012813464134513 10.221879138520309 30.727687150312704 23.819110669736808 1.5554969284548867 1.1524988034761916 1.473085499157605 3.3603112009368488 6.1461890424452559 0.15040940712242346 0.12310601746867256 1.8286419193027525 0.3985984798400749 18.780374578375138 6.9487254727309837 0.21706875671952719 0.56353704293542151 4.4314275325632471 0.23669038381194696 0.90766431197698672 0.41315882874732779 0.43998704453042581
leaf_count=104 2081 536 196 14 33 136 40 487 4664 646 27 1009 360 2231 646 39 76 1079 23311 1361 708 49709 1282 46 1838 18 2086 76 7374 13074 180 4942 24062 5518 4655 882 1258 2205 7992 60 56 1226 231 10182 3882 63 247 1819 125 469 202 41
internal_value=0 -0.00234997 0.0103513 0.00615745 0.00360655 0.00190825 -0.0131281 0.0568524 -0.0101395 -0.00294829 -0.000694866 -0.00839967 0.0360736 0.0241378 0.02081 0.00677836 -0.0391279 0.00147441 -0.00363325 -0.0159631 -0.0206154 -0.00742086 -0.00581982 -0.0515492 -0.00145564 0.00499752 0.0115245 0.18533 0.0106582 -0.0227581 0.0202635 0.004597 0.00524001 0.00903957 -0.0133143 -0.00611659 0.0205599 -0.0170188 -0.0119699 -0.106333 0.0418922 0.0539657 0.0604978 0.00953157 0.00210972 0.0147859 0.00979004 0.0357135 -0.0368738 -0.0356665 -0.00613795 0.0148713
internal_weight=0 233.971 52.2183 40.058 36.9289 35.8051 11.5137 1.12379 11.1749 227.955 151.596 33.2937 3.12914 12.1603 11.4074 5.43814 0.804909 118.302 44.8833 11.3213 9.9962 76.3589 5.05318 0.919093 22.4539 14.5476 11.7675 0.0397798 11.7277 10.8398 6.01608 73.4192 72.1274 24.2914 7.90624 6.35075 1.83794 4.51281 6.27137 0.338815 2.99131 2.35035 2.22724 41.3997 17.1706 24.2291 19.5806 4.6485 0.800227 4.94302 1.32082 4.63323
internal_count=185584 169426 16158 12929 10952 10451 4797 501 4704 167165 116874 42494 1977 3229 3033 802 115 74380 27979 4668 4022 50291 1990 582 21401 11392 9554 94 9460 21093 2261 46401 45322 5654 10009 5354 2267 3087 8019 93 1873 1513 1457 21260 8824 12436 10554 1882 372 2032 671 687
shrinkage=0.1


Tree=78
num_leaves=53
num_cat=0
split_feature=2 0 4 4 9 4 5 14 7 15 13 12 15 12 6 6 5 2 2 9 5 15 0 0 6 4 13 9 13 5 15 11 4 2 4 14 2 11 2 2 11 5 2 4 11 13 2 0 4 4 11 9
split_gain=0.394724 0.230572 0.28763 0.367138 0.252835 0.251344 0.241512 0.224286 0.216624 0.214371 0.214973 0.214749 0.230414 0.226852 0.330793 0.559655 0.303122 0.208213 0.28359 0.232764 0.223429 0.277624 0.2048 0.199713 0.193101 0.252838 0.314873 0.23428 0.24357 0.365688 0.233564 0.231144 0.242031 0.284618 0.254516 0.346809 0.246589 0.225398 0.244449 0.223651 0.211757 0.203995 0.201906 0.195319 0.265637 0.249647 0.190631 0.184875 0.177985 0.232261 0.195299 0.262235
threshold=0.0042930333875119695 0.013881590683013202 -1.2713528930891254 -1.23627263213879 0.027386878725898147 1.4479227550631293 0.22671340109089624 -0.42537865495966032 0.058895397487160057 0.26091226627692066 -0.040682219122119501 -0.20919265830477357 -0.24866525847500612 -0.32073837313261583 0.021113429929139723 -0.024520422774362883 0.37858068252000182 0.014419229235500099 0.017965327017009262 0.039737695275689829 0.50320817383171457 -0.16408333107536174 0.0074599417857825765 0.0049477438442409047 -0.028517104805472909 1.353957103492019 0.034533381394032663 0.039737695275689829 -0.091622033170013398 -0.02821483594349131 0.13622306552508254 -0.0034138251615755725 -0.88880341727939183 0.017357371747493747 -1.4223701274418665 -0.054524809630200836 0.014964205212891104 0.01810782805457831 0.062347766011953361 0.054434249177575118 0.023850970136844233 -0.23747807457754058 0.069296035915613188 -0.024163409289154784 0.0013553918349884968 0.37540564177701102 0.0072993733920156964 0.043760968372225768 0.52778246854376709 0.68618651704881328 0.0021383700375266572 0.0057061705686857625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 7 -5 -4 -2 24 10 -1 13 22 47 15 -15 -16 -10 19 -19 -20 -22 -13 -7 31 26 27 48 29 41 39 -3 33 36 35 42 -33 -37 -39 -27 43 -29 -35 44 45 -28 -9 -12 -26 50 51 -50
right_child=1 8 3 5 -6 23 -8 46 17 -11 11 12 -14 14 16 -17 -18 18 20 -21 21 -23 -24 -25 25 30 40 28 -30 -31 -32 32 -34 34 -36 37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.015729761606702548 0.098692594218195803 -0.018200664898326252 -0.083651134181395581 0.0036269412261796608 0.047401158724098232 -0.095460047389591171 0.032417741345394345 -0.082188698066272201 0.041318644599735971 0.045079261881130185 -0.0090443223669851858 -0.0040447206856498007 0.0046599182826413737 -0.021429316833865116 0.036479700369693578 -0.17795335682722202 -0.11202723397985873 -0.0035920691564940255 -0.029708110566960572 -0.17184191473305566 -0.13448647065130076 0.046412587010482405 0.10975810173527363 -0.0038959568963191599 -0.013249888903013049 -0.025021713359203619 -0.00076912868129812252 0.0040032220516658052 0.070746924732050534 -0.055940137733218522 0.066529805457095456 -0.0090596259471023132 -0.0088746741702264396 -0.071765786282436225 0.01595385352915071 -0.006704480808814162 -0.10536055227195512 0.10786260591517316 -0.014445924392785829 0.017686805286435844 -0.027389974453237799 0.084380682109415406 0.022307172531137079 -0.0026027420860356256 0.028904720776399558 0.037926942856327722 0.0086590655602409201 0.027661312831634966 0.014533570563343921 -0.020106801798914678 -0.0055172035804835502 0.082543742932720404
leaf_weight=14.949955967294498 0.24807159477495577 15.559870593001049 0.80079734032915684 28.577027010370788 2.5050057961852872 0.44747243775782308 0.21923499638796784 0.22463533724658091 0.46386700326911423 1.3444234688413406 9.5589899639307969 0.26158032969396927 44.972125256806976 0.6077596788873052 0.63893839276738618 0.35398675904980226 0.15627779829083011 0.1274662963751324 4.8648613857767486 0.21805819618748501 0.078488339251634898 0.73505508431844635 0.37763405543228146 0.49153708096855553 32.454406282412549 1.4702712453581588 11.767937703144755 0.88331876950542254 0.69886632083398481 0.68214572633132786 0.79080807572609124 0.77612055503414257 39.318110381920064 1.1123242364992618 12.277065364821961 2.6818866792050406 0.38988075243833009 0.38177409710624477 0.27025341362423205 6.9855313672305783 1.9275293338232575 0.47545612365502166 0.27697876446836733 13.93620858543636 6.7776578549270416 1.9246894021798642 4.9728307570003381 1.5843432568226479 3.4297051728408388 3.5034443917629687 3.8138194564598962 0.66458380648691662
leaf_count=5324 42 11154 223 15594 580 163 68 61 218 493 5230 76 16616 379 281 70 28 74 2395 18 19 200 102 283 32375 512 7536 374 289 373 348 263 43647 456 5860 1259 115 120 139 3178 1139 296 205 10458 4556 1232 1453 1289 1497 4523 2075 334
internal_value=0 -0.0026923 0.00430206 -0.000112912 0.0212217 0.00194125 -0.0585778 0.00906497 -0.0042602 0.00576527 0.00503516 0.00229874 0.00552059 -0.00908473 -0.0422942 -0.0812027 0.00550146 -0.0221602 -0.0271544 -0.112955 -0.0216008 0.0264824 0.0643267 -0.0484829 -0.00355507 -0.000511728 -0.00226141 -0.00770044 0.0205827 0.00294725 0.0151569 -0.00739491 -0.00446533 0.00507737 0.00837054 -0.0113268 -0.0423478 0.00621217 0.0581204 0.0102242 0.00471561 0.0328477 -0.0529665 0.00652732 0.01274 0.00471184 0.00446856 -0.00379019 -0.0094745 0.00126655 0.010759 0.0258789
internal_weight=0 210.205 38.4866 30.5361 7.95054 29.516 1.02003 5.44554 171.718 74.806 73.4616 58.5116 45.6113 12.9003 1.75696 0.961746 0.795216 6.4878 6.02393 0.345524 5.6784 0.813543 0.639214 0.93901 165.231 92.1864 82.9398 46.6057 2.73979 2.04092 9.24661 73.0443 57.4844 18.1663 17.0003 4.72322 1.166 3.33391 0.652028 8.4558 36.334 1.35877 1.3893 34.4065 20.4703 13.6926 5.19747 11.1433 43.866 11.4116 7.90811 4.09429
internal_count=185592 155704 18467 16331 2136 16040 291 1556 137237 29888 29395 24071 16794 7277 758 449 309 2924 2706 92 2614 219 178 446 134313 71095 67057 42136 1332 1043 4038 63218 52064 8417 8039 2179 378 1518 259 3690 24921 670 661 23782 13324 8768 1514 6519 40804 8429 3906 1831
shrinkage=0.1


Tree=79
num_leaves=53
num_cat=0
split_feature=2 5 4 4 4 9 3 2 6 6 13 5 2 14 12 0 8 13 4 5 2 13 11 6 5 4 4 0 4 3 0 11 9 4 14 5 2 12 9 0 2 8 12 4 3 5 3 3 2 5 5 3
split_gain=0.387027 0.372346 0.239592 0.277985 0.544203 0.238244 0.193542 0.22643 0.176888 0.242897 0.240693 0.459413 0.221619 0.200568 0.178134 0.17466 0.172492 0.165417 0.206372 0.426146 0.189932 0.198167 0.170179 0.25314 0.176982 0.170434 0.212216 0.390319 0.157986 0.155349 0.177315 0.189916 0.155067 0.172676 0.158802 0.153977 0.152037 0.151929 0.159799 0.21869 0.162885 0.151641 0.150208 0.146028 0.141346 0.140944 0.138655 0.136823 0.134228 0.132863 0.175103 0.216031
threshold=0.088274788111448302 -0.63255424232174573 -1.2713528930891254 1.3091678732001313 1.4767826490232905 -0.029123063498081209 -0.70016673856349587 0.0010138666839338841 0.21946123902667805 -0.2432465040438288 -0.10775518602021843 -0.41454401812162894 0.755333572626114 0.039299164898208595 1.6309232947197703 0.012543205637484791 0.0033538608210566196 0.61132364877279766 1.4478914075060272 0.28338966069200522 0.00059687270550057303 -0.21947444615636202 -0.075368457637731159 0.43482911843438471 -0.024823022284803396 1.4387377455964052 1.4527123158301227 0.0018742651445791127 0.68618651704881328 -0.0021166104124858971 0.89521667361259472 0.0058427881918482021 0.010804417706478274 0.73828968542296713 -0.23130503099311728 0.26696845927182639 0.99345248937606823 1.0000000180025095e-35 -0.00078959412728967567 0.14728957414627078 0.98936265707016002 0.0038842756950978876 -1.1474768242402689 -1.2068786467574555 -0.7715106033720075 0.5573758678174644 0.51402858566871157 0.15432131337001923 0.082503784447908415 0.040538195582309346 0.027777352303280847 -0.03145275637507438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 15 47 -1 -8 9 16 11 36 49 42 28 -5 -4 20 41 44 21 32 23 24 -22 46 27 -27 29 -15 31 -31 33 34 -7 -6 -11 -37 39 45 -40 -19 -10 -18 -20 -39 -24 48 -3 50 -12 -52
right_child=2 5 3 4 35 17 7 -9 13 10 12 -13 -14 14 -16 -17 43 18 19 -21 22 -23 25 -25 -26 26 -28 -29 -30 30 -32 -33 -34 -35 -36 37 -38 38 40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.0552690805669796 0.014072403252390595 -0.0080742829754610178 -0.012178972426688955 0.11610384703119614 0.0058466880179380114 0.074299625070914185 -0.16531793386598481 -0.04526970544244429 0.041477240201069313 0.028967575014077443 -0.013485621633883572 -0.036524541906477526 -0.047549210681638775 -0.045288152060659864 0.015721569608679931 0.019719419788707001 0.11880367401154911 0.037951702912592179 -0.059153800119680647 -0.1114417559423468 0.083272157367859478 0.0065342065261805408 0.0013763409618018372 -0.048666534814672764 0.011942097257787014 -0.09541814092622658 0.003892152592013769 -0.01524105817673739 -0.066901781123188273 0.017552216260646934 -0.074292446178249413 -0.024444661764935507 0.068717176212761785 -0.044360578196118203 -0.012033908405581918 0.014869429181166034 0.18375835586602685 -0.042854987553103713 -0.013043615031433455 -0.043937896223576703 -0.081314274969897918 -0.018436113848010815 0.003188075935031902 0.017351918537496468 0.060229831666754767 0.046817987633246447 -0.035469329040847077 -0.059328685829493445 -0.078613989037264034 0.00074375362272839998 -0.1309069939225885 -0.00079851809179451851
leaf_weight=0.12172121548792347 5.1562740881940945 7.95956026319163 2.8958980647912496 0.17624672054080104 1.9546862755014442 0.48564244418867031 0.19167523173382395 0.72957162956299726 1.2426317434842529 0.69216162960219563 11.292381808174479 9.9586110824087637 1.6400472361916616 1.3111672931244687 1.7204697267097797 7.4569205717143632 0.13445920939557288 3.4982734156546931 0.11478074861224741 0.31968078403588152 0.73184264356677875 44.948415353579549 139.70751050154547 0.30416835639698536 0.66188210095606237 0.7160031704697748 3.6176894777454436 3.5841354187723482 0.63873537987092266 2.4301859010005264 0.33896080081467506 1.9049246881450015 0.90383851601109189 0.34489447582200228 0.36202380050599381 0.6899965986922324 0.053776436128828209 0.22813098008555277 0.52341827875170599 1.2236104663352305 1.0825782696119857 0.54097589856792172 5.4982309392148627 2.3368549838596664 0.39860173480701622 0.60648426901025232 1.0112635193108861 0.6004869320995575 0.26202113438193908 7.7348408378122704 0.26958167694101576 0.23007291132307806
leaf_count=37 2853 3540 3130 97 2285 158 25 345 775 591 13729 21023 6339 761 1012 3387 27 2353 19 36 176 13390 83568 99 193 82 2148 672 460 1733 175 1537 234 108 96 520 44 191 448 669 594 333 3050 2571 103 351 1230 548 130 7207 84 326
internal_value=0 0.00185174 -0.00665824 -0.00827463 0.00426849 0.00214853 -0.0572529 -0.0728772 -0.0116171 -0.0153164 -0.0186292 -0.0308428 -0.012432 -0.00247813 -0.0128297 0.0222068 0.00435215 0.00285065 0.02102 -0.0239223 0.0024003 0.00794429 0.000664675 0.0319807 0.0499686 0.000303206 -0.0139556 -0.0289255 -0.0202674 -0.0151092 -0.00650532 -0.000926174 0.0378715 0.0138344 0.0379331 -0.0174365 0.0441042 -0.0278702 -0.035951 -0.0172695 -0.0594463 0.0303525 0.010336 0.0236726 0.0324626 0.0219283 0.00110715 -0.0139215 -0.0104855 -0.00944243 -0.0161151 -0.0730618
internal_weight=0 212.117 71.4223 66.2661 13.9421 211.074 1.04297 0.921247 52.324 37.2387 31.8715 10.7045 21.1669 15.0853 8.34444 7.63317 5.36721 202.252 4.87231 0.833063 197.379 47.0448 150.334 1.69789 1.39372 148.637 7.91783 4.30014 6.62397 5.98524 4.67407 4.33511 2.0964 1.19256 0.847666 6.30891 0.745938 4.35422 3.66422 2.05823 1.606 4.03925 6.74086 2.47131 0.513382 0.834615 140.719 8.82207 8.22158 19.5269 11.792 0.499655
internal_count=185592 109623 75969 73116 8542 109216 407 370 64574 55071 49343 21658 27685 9503 5678 3484 5728 104998 2844 158 102154 13986 88168 468 369 87700 2902 754 4666 4206 3445 3270 596 362 254 5058 635 2773 2253 1211 1042 2686 3825 2598 122 542 84798 4218 3670 21346 14139 410
shrinkage=0.1


Tree=80
num_leaves=53
num_cat=0
split_feature=2 2 4 14 5 13 7 5 11 11 13 14 16 4 16 5 14 8 7 5 16 7 8 8 12 7 0 7 0 13 8 14 13 5 4 5 0 12 0 13 12 8 6 0 13 2 14 5 6 2 11 7
split_gain=0.403611 0.249686 0.429703 0.342268 0.33792 0.369375 0.271791 0.243705 0.226931 0.353917 0.516949 0.213954 0.274942 0.226657 0.206175 0.215569 0.197763 0.191385 0.259748 0.242874 0.323925 0.187506 0.383358 0.296399 0.274453 0.212116 0.187859 0.184479 0.211124 0.181397 0.203915 0.192222 0.21771 0.175876 0.254813 0.425047 0.249404 0.172621 0.217751 0.17202 0.170848 0.169956 0.169505 0.169316 0.173297 0.167351 0.256723 0.165943 0.269963 0.26874 0.204154 0.198675
threshold=0.28889274597167974 0.00022322208678815517 1.1658198222839322 0.050185118709999151 0.049380467148589617 0.094699557041192026 -0.075626219429854771 0.2471076703032262 -0.00096987731653770616 -0.0024803551262900696 -0.040682219122119501 -0.24525022219105899 0.0023068397743025207 1.0000000180025095e-35 0.01995119600513184 0.053176135373031057 0.19127004066016021 -0.013805869367913696 -0.024348331012472763 -0.15987316358729023 -0.020988617250161507 -0.0016607433812996372 -0.012433569064125141 -0.016990425162670089 2.6466800386886358 0.00019417896839282758 0.00022114589228294793 0.029352087602417382 0.01477963011711836 0.070660625167558569 -0.023468327547503443 -0.23830518692333358 0.011478545005932993 -0.41454401812162894 1.3091678732001313 -0.037906012436521426 0.01477963011711836 0.78753372026483881 4.9263120672549128e-05 0.12832984258132366 -0.47591559137357992 -0.0022960504875425146 0.32284823428775294 0.54536572098732006 -0.12298384957318405 0.043574696406722076 -0.12635121773545763 0.40672953578948684 -0.23469468686179987 0.7126162350177766 0.0010626035198953363 0.004849875613017765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 8 7 14 9 29 -11 12 -1 -13 -3 -16 -9 18 -8 -20 27 22 39 25 37 -23 -26 -21 -29 30 31 32 -6 43 47 36 -36 38 -25 -7 -32 -37 -22 44 -2 46 -30 48 -35 -50 -49 -52
right_child=33 6 3 -5 5 21 17 16 -10 10 -12 13 -14 -15 15 -17 -18 -19 19 20 42 23 -24 24 26 -27 -28 28 45 -31 40 -33 -34 34 35 41 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 50 49 -51 51 -53
leaf_value=-0.02225177890553208 0.076570681949240105 0.044856647270111724 -0.019644943658622425 -0.090070193550216837 -0.10576773095136326 0.08814495871330863 0.009582874272534004 -0.040850283516852659 0.034941860572865406 -0.21479536357627152 -0.00030699156387793827 0.062634874843892227 0.036075559875875456 0.022678942805505073 -0.017244919390764255 0.072837323790073891 0.067353551197312525 0.00022515893365729085 -0.026031384112684387 -0.025983943035095016 0.0037737996037165069 -0.061094179896057636 0.07635757792357345 -0.089020606395325941 -0.10881494013752646 0.053025950538037298 -0.020028227859809469 0.055378036680308967 0.02668983761402724 -0.045469704328454104 -0.062503011696376787 -0.13504532630972307 0.046397182812515071 0.0041542017505665106 0.17630102581680807 -0.045289100166127215 0.024323051168548583 0.046395261004482345 0.0096829294291416144 -0.0026516648743969595 0.01074177272295963 -0.0073005884876113127 0.078075323907399935 -0.033732153663645126 0.0073738056398641909 0.040410968642548971 -0.090956732814265639 0.0336990858080762 -0.020984032840464437 -0.054859188796358482 -0.029153021096046207 0.020835725978992387
leaf_weight=2.0813708608075099 0.56694676227380125 3.2026330731405315 5.6300565474539388 0.39626205718377505 0.13595520542003214 0.22208609679364633 6.8911124919609383 0.91640792691578077 1.0835226421622808 0.19144444218545686 0.24308706674491976 1.6821575275876046 1.2965442848098971 8.9552904260485757 1.2938893237587761 0.31553324078231515 0.18963107068157115 170.49254770386347 8.6294959929255146 7.742456553623926 10.337559161207533 0.16414938472735752 1.5734395264735264 0.24279618822036964 0.28677475679432962 1.8169729830697177 1.1545304235987712 0.63066897391490773 0.30371151664803608 1.0629248829282003 0.32426286960253392 0.1870794148708218 0.22578190988861024 2.2020631636332864 0.09518703556386876 1.345795910876405 2.958085949991073 1.0479439293412722 1.5620642048961597 1.605183963627496 4.6587051420137886 8.7316765005216386 0.29894332431104054 0.47648862360438204 0.96157634084011001 0.33617200283060811 0.43429771978480847 1.0221434448758362 5.9014223275428339 3.907838554816351 2.9855737518405476 1.0670409479580483
leaf_count=673 519 1366 1139 75 21 37 3638 393 142 12 46 705 421 3045 511 103 77 111236 4781 4325 5495 29 237 15 34 304 219 272 117 178 47 34 34 3123 51 808 1260 219 296 304 712 5821 154 448 878 213 167 519 12065 16027 1385 468
internal_value=0 0.000775405 0.00825725 7.79742e-05 0.00166982 0.00842861 -0.000560174 0.0205367 -0.00730115 -0.0138837 -0.0994871 0.022138 0.000206916 0.0290904 0.0302499 0.00101273 -0.0215345 -0.00116767 -0.0078341 -0.0120174 -0.00597849 0.0216065 0.0404619 0.0113037 -0.00348913 0.0431157 -0.0387933 -0.0194369 0.0102579 -0.00799348 -0.000671135 -0.0575359 -0.0130457 -0.0111135 -0.0130184 -0.00253723 0.030044 0.0144759 -0.00432628 0.00911916 0.00577227 -0.0124439 0.00598757 0.0174589 0.033619 -0.0166985 -0.0430478 -0.0210624 -0.0274613 -0.0345534 -0.0058743 -0.015958
internal_weight=0 249.845 37.8304 23.815 23.4188 17.7887 212.015 5.91809 8.11276 7.02924 0.434532 14.0154 3.37792 10.6374 4.81206 1.60942 1.10604 206.097 35.6044 28.7133 20.0838 9.67594 3.40071 6.27523 4.29411 1.98112 1.44131 9.44731 1.70485 6.59471 5.53178 0.548817 0.361737 32.2218 30.2168 13.1307 3.05327 2.8528 1.80486 1.82727 4.98297 10.0775 10.6365 2.00501 1.52852 1.07418 0.738009 17.0861 12.0113 9.80926 5.07476 4.05261
internal_count=185198 141826 8978 4134 4059 2920 132848 2450 1226 1084 58 4844 1094 3750 1980 614 470 130398 19162 15524 10743 1694 578 1116 783 333 253 5094 769 1026 848 89 55 43372 41527 7940 1311 530 311 341 759 6629 5649 1845 1397 497 284 33587 31215 28092 2372 1853
shrinkage=0.1


Tree=81
num_leaves=53
num_cat=0
split_feature=3 14 7 4 15 10 14 12 12 12 15 7 14 4 6 9 12 4 10 8 6 8 15 12 9 7 15 12 8 4 8 14 11 10 7 6 8 3 14 3 11 9 14 5 3 15 12 7 5 3 9 15
split_gain=0.35222 0.235209 0.215154 0.297838 0.198314 0.258009 0.236367 0.198269 0.281951 0.197729 0.197497 0.206404 0.37013 0.279157 0.353466 0.476918 0.260092 0.247071 0.224091 0.200858 0.205357 0.196712 0.19469 0.187705 0.187136 0.204479 0.222582 0.210055 0.180578 0.178561 0.239378 0.177251 0.45964 0.214406 0.284002 0.17666 0.172271 0.170734 0.169511 0.173788 0.16769 0.166159 0.225777 0.210663 0.252719 0.267064 0.16082 0.158024 0.154609 0.153427 0.195998 0.152132
threshold=-0.033797547686845057 0.18213184896444068 -0.0026234050211180076 -1.0370222261398823 0.034827282590789842 -0.060214714178306768 -0.1165313073992718 2.4256912439776297 2.3223437397145914 3.2992648220530736 0.30201848141607845 0.037719805802961297 -0.2897416906062395 1.4479227550631293 -0.092754159652187321 -0.010798011292806307 0.28711083796312792 2.2972264676317997 -0.0085438972365098082 0.0097017784648228671 0.0904080960265322 0.003245328910723239 0.24086594300985803 0.52972305130710728 -0.011114461230114612 0.0095332555948451376 -0.055812193092157208 2.6466800386886358 0.0066922794215406372 -0.2284395122719208 0.0057043217033991402 -0.12635121773545763 -0.01127910857943039 0.0041031487100954746 0.0012538699942353478 -0.22256248348443497 0.019480165104880553 -0.12965077534317968 -0.32548755463298412 -0.1255413871258497 -0.015098682096906343 -0.0016417369672115354 -0.27923132215831031 0.2743989522885828 -0.15443893359042701 -0.0065266452539349627 -0.37970479465995061 0.0010555930328087061 -0.0059116884986158942 -0.84711981238797296 -0.0051654797063821938 -0.098808165789650695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 9 -4 5 6 -2 8 10 -3 11 13 -13 22 16 18 17 -15 -16 20 31 35 -1 37 51 27 -27 -26 -23 -5 -31 -17 -33 46 -35 -10 -30 -18 39 -29 48 42 47 -43 -45 -46 -34 -40 -6 -25 -51 -9
right_child=1 2 3 29 40 -7 -8 24 21 -11 -12 12 -14 14 15 19 23 -19 -20 -21 -22 28 -24 49 25 26 -28 38 36 30 -32 32 33 34 -36 -37 -38 -39 41 -41 -42 43 -44 44 45 -47 -48 -49 -50 50 -52 -53
leaf_value=0.0051532448736156195 0.010276193010583606 0.0067602514209692119 -0.061979945925709337 0.012008267182351302 0.035107873738694 -0.0051084474673216496 -0.088552615983660557 0.10715036432374195 -0.09895586612243791 -0.065819926955327734 0.026635621863263726 0.038592701727498235 -0.019886659654784731 -2.7094395623908056e-05 -0.021852968270395994 0.0023615184107565624 0.060008609866289225 -0.069953451677038272 -0.17883753145824291 -0.12875863646699268 0.078146022256995171 -0.17180472151280857 -0.023327507771970027 0.066370367644433256 0.048785631850117347 0.068597391793633458 -0.031522692095641534 0.057754330388082142 0.012729091357486125 -0.040311337742657376 -0.0065468984580354262 -0.15657967609549178 0.044544617562269018 -0.14007495868081885 0.0099255499755235097 0.01439346165412252 -0.1661222242748337 -0.037791799947158582 0.024629358815857531 -0.018423915718077926 0.00026872562677496324 0.018141715987382082 0.031734029467565823 -0.051206676932058007 -0.040580498771545279 0.063611841119796328 -0.023047266767071389 -0.15244937654680574 0.0023237165066716851 0.044735744200722793 -0.011979614223939204 -0.031660913211711605
leaf_weight=98.938069421298962 0.36398778996363035 5.0695695169521313 1.6357939860631638 1.8336540801637404 2.8235609559419572 71.5650684210392 0.6851211076027528 0.06739941829437146 0.16669984876352828 0.38766203532577481 3.1800980588814118 1.2228100247748432 8.5232532157851875 1.3191759427281797 0.13853730515984353 1.9052480296595597 1.1901612466390359 0.80140922492137168 0.28099984052823845 0.15106270734031557 0.19776756759529224 0.18046256565139629 2.4426871407649733 0.3427195129042947 2.2901125833482174 0.24656519155541889 1.3927359296831117 1.4680752810327247 0.18151121553273697 3.9285888563103928 4.5051469008403728 0.27140175404929312 0.41226147836277993 0.30500661327096157 0.20373906125314534 0.52833529869530937 0.057694625967997126 0.19713103218236927 0.080551758097499593 0.36604159834496108 40.606270952674322 2.2837754573056417 3.2503073908355828 1.3962145898185556 0.44512244229554199 0.50934002669237077 1.9401135752705152 0.10031777836047695 2.9191466659242442 0.72667797040048698 3.3435525243039605 1.1944856864165547
leaf_count=50974 186 6110 933 2521 1543 64425 253 30 57 183 1125 372 3438 565 67 485 209 170 32 79 153 50 1030 58 893 118 679 242 76 4095 3953 30 123 49 54 352 19 64 33 98 32926 1253 1253 210 86 112 447 15 1378 218 824 550
internal_value=0 -0.0041639 -0.0150314 -0.02256 -0.002576 -0.00583742 -0.0546601 0.00292481 0.00165655 0.00140945 0.00209564 0.00146693 -0.0124931 0.00265064 -0.0107239 -0.0294265 0.00302038 -0.0268118 -0.129965 -0.0211984 -0.017674 -0.0480256 0.0044631 0.0139752 0.013764 0.0171321 -0.0158952 0.0215901 -0.100626 -0.0161843 -0.0223262 -0.0216945 -0.0362573 -0.0239564 -0.0816801 -0.0145647 -0.0388349 0.0458121 0.0152236 0.0425205 0.00253389 0.00893722 0.0255585 -0.00341864 -0.0243445 0.0151658 -0.0109588 -0.0783941 0.018501 0.00382449 -0.00170498 -0.0228752
internal_weight=0 136.324 17.3604 11.9032 118.963 72.6142 1.04911 144.24 129.149 5.45723 128.034 124.854 9.74606 115.108 13.727 5.80614 7.92083 2.12059 0.419537 5.3866 5.23554 1.1147 101.381 5.80024 15.091 13.8292 1.6393 12.1899 0.419668 10.2674 8.43374 5.03777 3.13252 2.86112 0.508746 0.695035 0.239206 1.38729 9.89975 1.83412 46.349 8.06563 3.43118 4.63445 2.35068 0.954462 2.35238 0.18087 5.74271 4.41295 4.07023 1.26189
internal_count=185198 118506 17795 11502 100711 64864 439 66692 61120 6293 60566 59441 3810 55631 3627 1519 2108 735 99 1420 1341 554 52004 1373 5572 4992 797 4195 145 10569 8048 1188 703 673 103 409 95 273 3302 340 35847 2962 1301 1661 408 198 570 48 2921 1100 1042 580
shrinkage=0.1


Tree=82
num_leaves=53
num_cat=0
split_feature=1 2 4 5 1 9 8 11 8 5 5 5 1 9 6 11 16 8 4 1 11 9 13 4 5 0 2 6 0 1 16 13 5 5 16 2 0 2 8 1 5 4 13 10 13 10 8 9 16 13 2 1
split_gain=0.350397 0.355634 0.328036 0.35819 0.296358 0.264356 0.265373 0.250893 0.225857 0.232494 0.473452 0.305602 0.275817 0.224157 0.253997 0.248711 0.222733 0.239002 0.20735 0.713839 0.420478 0.270321 0.260401 0.253887 0.206455 0.219675 0.200533 0.228874 0.198788 0.186187 0.20629 0.196959 0.197462 0.218461 0.244411 0.184383 0.245245 0.231038 0.317394 0.185562 0.198394 0.182872 0.182527 0.226707 0.206929 0.199316 0.182144 0.191346 0.177546 0.165605 0.17477 0.174497
threshold=0.55474281311035167 0.00022322208678815517 0.36772469018992354 -0.17281705219161977 0.98503190279006969 -0.002881634743918737 0.033735001554900799 -0.017152825722173245 -0.035570447726597156 0.091554499434914074 0.34071423517281879 0.44298974856018319 0.03479414805769921 -0.0063743745899760016 0.31143961492703637 0.01040242057901806 0.23122459887168284 0.038542895398330654 -1.0584841907846603 0.50974100828170787 -0.00063701261212102602 -0.012368252904697338 0.20972757355993596 -0.22190493992360152 -0.229833009120889 0.00051037184312008332 0.064374759793281569 -0.17205603665645303 0.00051037184312008332 0.8678724765777589 -0.26090287820611874 -0.0077723393994077938 -0.45046427415745599 -0.25134221251545702 0.076100040934575314 0.041991582140326507 0.0052872332744300374 0.016794367693364624 -0.013084464505631067 0.062156913802027709 -0.25644530302069218 -1.3262616956836422 0.17531122381525113 -0.024294100046017449 0.17880532921987605 -0.00090606302379319346 -0.00069989031232896293 -0.024625980490690976 -0.14763760721495181 0.57322366383778978 0.019750557839870456 0.25153186917304998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 5 -2 29 -3 9 -9 -11 12 -12 14 15 42 17 -15 19 20 28 -22 -20 -24 -1 48 27 -25 -10 30 -7 -31 -33 -34 -35 36 -23 38 -38 -40 -41 -5 45 -44 -45 46 47 -4 -26 50 -30 -52
right_child=2 7 13 41 -6 6 -8 8 18 10 11 -13 -14 16 -16 -17 -18 -19 22 -21 21 35 23 26 25 -27 -28 -29 49 31 -32 32 33 34 -36 -37 37 -39 39 40 -42 -43 43 44 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.066342837710842734 -0.02970306984175284 0.0092039740021651033 -0.09985454418580289 -0.13222969701624124 0.043330137006920066 -0.085209754766494825 -0.10955283250818269 -0.032717441968701855 0.070660000773267284 0.031026335519814204 0.066841145185592407 -0.0099955181430154416 -0.13613945684710613 -0.0015577729164576318 0.10408998378326872 0.14594081053069172 0.063539112323187111 -0.12305937406452634 -0.0063197114504286575 -0.24078317513894945 -0.0070480364410938183 0.040696281891859171 0.016208938195094568 -0.030104273273226814 0.098559557154111146 0.036252100718239227 -0.024601537790776899 0.012742170373320278 -0.05108470027449033 -0.05238167278131424 0.033891895062034938 -0.070031368251349299 0.1029757836893756 0.021507495662059721 -0.1416826888249467 0.027269480504435256 0.042584182304188728 0.0077552920371272809 -0.021826189208904865 0.0020967753802605214 -0.14370414005287965 0.031918235757683655 0.067006522949474845 -0.14622550028257353 -0.0046883395080087788 0.068872725147402863 0.074394259283072903 0.012419294730197507 -0.033475044343929714 0.061797272298649134 -0.007856733988366742 -0.092863965116942601
leaf_weight=1.0176648761926119 2.6803270054733721 16.676188968127462 0.14156859878130523 0.05138318898389016 1.5532619001037336 0.13634125248063256 0.16624433606193623 5.1906659875166934 0.28077334700719703 2.0797116198145891 0.068145361419737815 0.97157738381793024 0.41667715918447357 41.940061835150118 0.29307354936099805 0.11986635494395237 0.50697424735881114 0.14493366809983754 121.9687694389354 0.10110568453092028 5.2427480862670555 1.6062914346111998 11.023389158503962 1.5486589074098445 0.09600864844105661 1.713458239065403 3.5826905177773369 6.0969840551033467 1.1220440832330467 0.70969355854686034 2.9765993426262907 0.22987190049025241 0.27687781086024188 0.8258817394253124 0.08539894875138998 10.447225102048831 0.33272588227555389 4.3089116236269547 0.46458839479600988 0.12105831218650565 0.38258430192945525 9.62923365560391 0.42464637809280059 0.087883130963747891 5.0934242362282021 0.83129603766428228 0.44202052907530776 3.2968677140197542 1.0071546962208224 0.27956267066110818 10.409230032015326 0.22985341450839847
leaf_count=268 1567 7538 68 8 735 36 45 2694 93 902 50 403 124 13480 136 14 105 12 110721 5 2201 480 6736 1013 17 731 3228 4357 334 273 1510 70 289 372 28 4296 107 1473 140 40 81 8868 132 30 2261 212 240 1398 215 113 4646 67
internal_value=0 -0.0019805 0.00608203 0.0172392 0.00358207 -0.00412958 0.00860301 -0.00254606 -0.00358756 -0.0192818 0.000504783 -0.0429295 -0.106267 0.00203493 0.0149396 0.0122654 -0.0012211 -0.00202746 -0.00282295 0.00404169 0.00486421 0.0128736 -0.00450482 0.00544032 0.0281238 0.0139889 -0.00514057 0.00401424 -0.0100228 0.0127052 0.0282259 -0.0100474 0.0115223 0.0280921 0.00382032 0.0187878 0.00647197 -0.00342419 -0.0400612 -0.0687149 -0.109771 0.0308086 0.0104666 -0.00173427 -0.00757579 0.0249354 0.0152545 0.00731188 -0.0206171 -0.0120046 -0.0138485 -0.00984358
internal_weight=0 208.786 72.6437 19.3211 9.6405 8.08724 5.40691 204.952 188.276 8.72678 3.53611 1.4564 0.484823 53.3226 10.7306 10.4376 42.592 42.085 179.549 35.3287 35.2276 22.9061 144.22 22.2517 3.83429 2.81662 11.2283 7.64564 12.3215 5.24066 3.11294 2.12772 1.41803 1.18816 0.911281 17.6634 7.21616 5.60987 1.30096 0.968231 0.503643 9.68062 10.3177 5.60595 5.18131 4.71175 3.88046 3.43844 1.10316 12.0407 11.7611 10.6391
internal_count=184962 153073 31889 13801 4925 4190 2623 151842 144304 4173 1479 577 174 18088 4491 4355 13597 13492 140131 14076 14071 8818 126055 15334 1231 963 8598 5370 5253 2578 1546 1032 759 689 400 6617 2321 1841 368 261 121 8876 4341 2423 2291 1918 1706 1466 232 5160 5047 4713
shrinkage=0.1


Tree=83
num_leaves=53
num_cat=0
split_feature=3 7 13 10 12 12 10 12 12 8 13 5 11 12 10 12 7 8 8 5 11 0 7 14 11 5 13 8 5 12 14 12 8 9 13 12 7 15 15 11 9 11 7 13 3 8 15 14 10 3 8 8
split_gain=0.364928 0.282279 0.279995 0.245558 0.226628 0.216841 0.32259 0.201182 0.302677 0.194676 0.209753 0.45904 0.279773 0.190825 0.185486 0.184343 0.282241 0.176888 0.272496 0.200022 0.173629 0.284563 0.250804 0.189332 0.166259 0.16489 0.1834 0.175032 0.170767 0.171043 0.162214 0.189415 0.328731 0.174914 0.164626 0.159283 0.157974 0.202938 0.177582 0.163865 0.157816 0.179559 0.154964 0.15805 0.148177 0.219358 0.180464 0.144765 0.144149 0.143889 0.144879 0.172666
threshold=-0.39564169943332667 0.14383619679470894 0.9392453912439227 -0.00098846101396768676 -1.1863617368472095 -1.4664342953930192 -0.0050333049811736108 0.44017295896373665 0.41788605955264646 -0.035570447726597156 0.14458478225613275 -0.4287154693456019 -0.029462874972142859 2.4757110747844173 -0.0027220208344787282 3.6677780994660973 -0.0010632887149835744 -0.0073151372867728444 -0.0081737025528731289 -0.25134221251545702 -0.0074054706044600028 0.0063358121551573285 0.0083065299286201998 -0.24525022219105899 -0.027306207403819983 0.2935764297435946 0.17531122381525113 -0.0042005260523735747 -0.28221953311402409 1.005161956204085 -0.37850874953534713 -1.0079780504194582 -0.015496661992467683 0.044155001091746228 -0.16213462788520697 0.48547244716936827 0.0064006932446899738 -0.10716425213431553 -0.17700012156176501 -0.075368457637731159 0.010264851627271995 -0.039579461844878969 0.0040839128460283336 0.20533495545463221 -0.1255413871258497 -0.00017862079449889356 0.34770317238041659 -0.32548755463298412 -0.024294100046017449 0.19733456074027347 -0.0054242653369007184 -0.0038764873846601528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 5 -5 6 -1 8 -7 36 12 -12 30 20 -8 17 -17 18 -13 -20 21 22 23 40 -14 26 -22 28 -28 -30 48 32 -32 -33 -35 -25 -2 38 -38 -39 47 -42 43 -18 45 46 -26 -9 -11 50 -19 -52
right_child=1 -3 -4 4 -6 7 14 13 -10 10 11 15 24 -15 -16 16 42 49 19 -21 25 -23 -24 35 44 -27 27 -29 29 -31 31 33 -34 34 -36 -37 37 39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.004957011439489188 -0.004529152413007026 -0.049673232001345019 0.05383590598338929 0.049976557373076262 0.014068330461700924 0.011473622586074874 -0.18048126487512131 0.025562246619250103 0.12826748525190557 0.014996693586397512 -0.037333950563432299 0.003165590014837748 -0.047320178470827291 0.016674794049919183 -0.022066245003749679 0.033825296227853692 0.024014347194929415 0.032404972662603282 0.071975866603882541 -0.049882075347293955 0.00068787158399602737 -0.047082892435893281 0.071252279924508236 -0.1037567127162953 -0.0059764986565811465 -0.057287909487747847 0.11475985423742543 -0.095018330012656749 -0.14617936153770392 0.013418717928104422 -0.063099734858724998 0.0073344211764114547 0.04245095332493859 -0.077503918131573132 0.0060968216493383458 0.02593094801070624 -0.027241642048236533 0.052989257669496193 -0.097101905451005194 -0.021000085946037771 0.014917800871965146 -0.13194617399591996 -0.020096865811476676 -0.1286682894221145 -0.0046361993401399142 0.013216282839175825 0.098516708290158003 -0.057167246868102976 0.089197454742802454 -0.015164138885375687 -0.011492642295200811 0.013305216796311909
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leaf_count=368 3427 639 605 860 5006 5099 56 125 39 146 1310 9433 341 966 61 157 40 2094 119 823 1185 369 111 15 6869 185 29 208 52 117 139 1348 1022 151 139 412 384 73 261 1521 18 43 115 75 111290 6077 34 68 136 2218 1953 16631
internal_value=0 -0.00141161 -0.00116604 0.00873851 0.0189584 0.00296131 -0.0403677 0.0048396 0.0135102 -0.00138067 -0.000702966 0.0044662 -0.00251653 -0.00425061 -0.122925 0.00635424 -0.0296278 0.00727352 -0.000560632 -0.0393511 -0.0115517 0.00127034 0.0131186 0.00228814 -0.00346573 -0.0261807 -0.0138155 -0.0543752 -0.00183572 -0.0389842 0.0152732 0.00994811 0.0302026 -0.00277208 -0.0408754 0.0201543 -0.013545 -0.0276246 -0.0580148 -0.0137932 -0.028896 -0.0836169 -0.0612383 -0.102538 -0.00322425 0.00348398 -0.0047961 -0.00548728 0.051771 0.0114357 0.0129591 0.0107267
internal_weight=0 238.244 237.055 41.5892 15.005 26.5842 1.08955 25.4946 13.0441 236.151 223.706 58.0947 165.612 12.4505 0.314 55.5983 1.37137 54.227 18.8196 1.63464 9.2359 4.93048 3.97041 3.3623 157.236 4.30542 3.09899 0.803522 0.358491 0.280752 8.37541 7.32856 2.81771 4.51086 0.934408 2.14156 12.4445 4.84385 1.49746 3.34639 1.22073 0.352189 0.915771 0.443905 156.394 27.1895 14.6956 0.868545 1.04685 35.4073 33.498 30.073
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shrinkage=0.1


Tree=84
num_leaves=53
num_cat=0
split_feature=2 7 1 7 6 12 2 1 2 8 4 12 10 11 12 12 4 1 12 14 1 2 9 10 14 4 12 9 13 6 12 6 10 13 6 12 1 9 14 10 9 10 9 1 1 1 13 10 7 14 11 12
split_gain=0.401476 0.226899 0.207383 0.226489 0.215214 0.348764 0.202943 0.196748 0.194358 0.190793 0.255634 0.32838 0.301851 0.247872 0.246031 0.292374 0.252168 0.317448 0.273378 0.23098 0.227922 0.227975 0.214897 0.18216 0.181057 0.178764 0.187402 0.1776 0.173738 0.171181 0.165477 0.163865 0.163659 0.162611 0.233672 0.158301 0.308771 0.226529 0.191718 0.245014 0.203246 0.205094 0.247501 0.207807 0.241669 0.214616 0.175281 0.191794 0.172438 0.164927 0.177258 0.193732
threshold=0.014419229235500099 -0.04197335459046686 0.00019004188652615997 0.053772229043185994 -0.15616912378982603 -0.75454881830206555 0.019167440012097362 0.12374012544751169 0.7126162350177766 -0.012433569064125141 0.68141473596130198 -1.5467917016150405 0.0019375025669937857 -0.05188618013128684 -0.142464824049542 -0.052665692798951148 1.2665686741284246 0.99747967720031749 -0.57315913564657384 -0.131778679103182 0.99683645367622387 0.0012511907261796298 0.027386878725898147 0.028442389027578192 -0.12635121773545763 1.665687597722624 0.10991481346985534 0.1170552587076913 0.14458478225613275 0.12277677414784129 -0.036063167365606601 -0.019593972664938428 -0.0023660868524665829 0.02491284595314228 -0.42646098113416736 3.6677780994660973 0.99217537045478832 0.0028053465778355578 -0.092591890145859362 0.01798505755798422 -0.010248237563430044 -0.0081751588145934466 0.016002347733366996 0.93515279889106762 0.99683645367622387 0.9934787154197694 0.0018593751725985983 -0.01427201218592696 -0.0112357228753858 -0.32548755463298412 -0.0060294910333753291 3.03684479032552
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 27 5 6 -5 23 -2 13 11 28 -13 30 16 -16 19 18 22 -12 -15 -22 -18 -6 -20 -10 -27 33 29 -11 32 -26 -3 34 -4 38 -37 -38 39 40 -17 42 48 -44 45 -45 47 -40 -42 50 51 -50
right_child=2 9 3 4 7 -7 -8 -9 25 10 14 12 -14 20 15 35 17 -19 24 -21 21 -23 -24 -25 31 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 37 -39 46 -41 41 -43 43 44 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.036643843291664015 -0.049232627134956519 -0.05878889606681123 -0.067201127638747013 -0.093586874533049244 -0.049289746182687055 -0.05680665924011883 0.05612150648401211 0.0004070551246215728 -0.0005512925924227801 -0.076156997829919748 -0.025316888505999908 0.010097691355939638 0.033537198472200637 -0.004238117587181677 0.06938776826282976 0.058710046093938775 0.0070041135937400183 0.077026818029669708 -0.032837640164252252 0.031697731774632358 -0.036925173884893546 -0.223450053646299 -0.13648734576475291 -0.006053260678393034 -0.036441683454820059 0.022481288214471842 -0.041231871303492804 0.035372079745990014 0.027214391894236429 0.02255209278962559 0.036749637769283749 -0.11977121601486601 0.059158188233234578 0.0019049402729863917 -0.0041098968555581912 -0.048525698971088667 0.054690904094466822 -0.031399792077879074 0.10140651974673785 -0.10050077905813887 -0.085005329757523174 0.018557795987211648 0.13542378078163264 0.026684241004278117 0.11814547170588446 -0.10590591936288998 0.0035702401362769764 -0.028527170540593103 0.057998867959737688 -0.017378804924579574 -0.075282419900965653 -0.064247211861433839
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internal_weight=0 100.508 177.982 167.461 8.38825 1.61687 1.14793 6.77138 10.5211 98.325 72.6722 33.4361 32.0939 25.6528 39.2361 32.7091 6.52697 3.69137 3.46418 2.83561 22.8779 1.25795 1.31712 4.7759 2.14706 8.97952 3.14901 159.073 1.34221 1.014 2.77499 1.08527 0.532592 157.782 86.2454 32.0393 2.77693 1.21826 29.2624 18.5856 18.4105 17.506 6.24366 0.882121 0.702655 0.537886 10.6769 3.31568 5.36153 5.07273 1.13486 0.999047
internal_count=185269 46026 139243 131354 3722 524 369 3198 7889 45349 34921 22939 22018 10428 11982 9199 2783 1015 959 1768 9725 447 408 2351 551 6726 1920 127632 921 627 703 285 188 127284 79057 8952 638 276 8314 4854 4826 4514 1488 147 108 90 3460 925 1341 1275 261 225
shrinkage=0.1


Tree=85
num_leaves=53
num_cat=0
split_feature=2 0 6 11 6 7 3 16 0 2 16 2 10 10 2 2 2 14 8 6 7 9 9 16 3 8 11 0 6 9 3 8 8 7 2 16 8 14 0 2 11 16 6 3 11 10 3 0 8 3 6 10
split_gain=0.288633 0.195632 0.43755 0.213883 0.213156 0.197272 0.15318 0.152105 0.285076 0.235581 0.191813 0.241209 0.184912 0.174395 0.166922 0.16119 0.136359 0.151549 0.133777 0.347853 0.202472 0.186305 0.270369 0.368813 0.295681 0.18669 0.229439 0.186101 0.18603 0.185733 0.171006 0.167469 0.151539 0.149832 0.181409 0.148546 0.176939 0.196194 0.259122 0.235675 0.231383 0.237001 0.231788 0.162316 0.155828 0.171487 0.211586 0.259162 0.177485 0.153114 0.399913 0.160927
threshold=0.014419229235500099 0.0037137096514925365 -0.10011521350911924 4.8472095224516626e-05 -0.32581145211269164 -0.013032870636887904 -0.92490219045430411 0.28615208189386604 0.009490537457168104 0.015570878982543947 0.03376184597960058 0.41775625944137579 -0.10110361240001629 -0.010090392505027699 0.755333572626114 0.029268280602991584 0.022978878580033783 -0.56665527191443121 -0.026872076661925658 -0.24580263177593256 -0.027611038351251335 0.0071753189548737686 0.0059845457635036231 0.026700063177407942 -0.1958099018083885 0.0024455865186438098 -0.017991829566609743 9.3806971563026323e-05 -0.079280885419477462 -0.014444939272993456 -0.53028562478721131 0.020197285416062295 -0.065411472087766862 0.025900480745956325 0.00016233746282523501 0.024198776490902921 0.038542895398330654 0.016601171047899228 0.00040114120929501956 0.00016233746282523501 -0.0022548154733471257 0.10172092437743686 0.26015838596626389 -0.072525710798799978 -0.075368457637731159 -0.021144829137662656 0.015850491821765903 0.085968744009733214 0.045637915818407891 -0.48878429736942047 -0.24966157398929342 -0.0042043202578040612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 16 -2 6 -5 10 -9 -10 11 -3 -12 -13 15 -11 -4 -18 19 33 29 22 31 25 28 26 -24 -28 -25 32 -30 -20 -21 34 -1 44 37 38 40 -40 41 -37 -43 -39 -23 46 48 -48 -46 50 -47 -52
right_child=1 7 3 5 -6 -7 -8 8 9 14 12 13 -14 -15 -16 -17 17 -19 21 20 -22 35 23 24 -26 -27 27 -29 30 -31 -32 -33 -34 -35 -36 36 -38 43 39 -41 -42 42 -44 -45 45 49 47 -49 -50 -51 51 -53
leaf_value=0.012887824283578347 -0.027286533999317943 -0.0039577091024154106 0.048404197971694304 -0.1109297415935086 0.049887410059163285 -0.038775070427761127 0.036239889650449823 0.086316100358647729 -0.18786142552935428 0.030513799177608148 -0.069299278397564112 -0.060685885437733837 0.0015959904426394254 -0.015393023045000315 0.026277055847944705 -0.057817301311348483 -0.11001737171888543 0.0065740118425144508 0.0033417110057834877 0.039858156351857299 -0.0081181641865129949 0.078289007847254566 -0.097413633897742116 -0.0056240519456652429 -0.016318104284248982 0.052340845923598146 -0.085734931823464575 0.018186249960289488 -0.03711543429635538 0.043787510320523138 -0.20712166942835905 0.037370156045038155 -0.074321600451441525 0.021497359407881014 -0.11095555325902673 -0.077741782420722633 -0.061050611772940702 -0.095845266230738413 0.083922880425169641 0.015022354451116042 0.056428113175747113 0.045855576143463805 -0.086436169999873039 0.0067073594830578832 -0.0024464637591695305 -0.060401508350991465 -0.16753433060825931 0.025970265715462865 0.075218093073521494 0.031153391146021558 0.0054207009751791862 0.064050765582486416
leaf_weight=0.14441646417253551 0.3963496131509604 88.334989560167742 0.7922192104724658 0.061890109469459276 2.9140447883637535 2.2047081318132769 0.65451952846160599 0.18094926451703885 0.084744072490139266 0.22981689613516243 0.35245036270862229 0.90188567724385471 63.577135812310047 11.799361199122981 0.39154133176452877 1.4244892035567316 0.098571961476409675 2.7518866794753194 64.163529432370837 0.18163535714847967 8.1248370999637682 0.4185739615204519 0.29250668211534492 0.08736687326018 0.36573815145948163 0.4363627300635925 0.19221290416316994 0.94689525527383012 0.086072108828375349 1.537526992266065 0.26415340552921407 1.4622857808462857 0.26756158726675505 0.15091130174187128 0.56038832203194033 0.71832734470081028 0.41163497474917665 0.31247291270119604 0.57384497544899238 3.1717669167019267 0.29185761779626673 0.42870090549695306 0.17082586012838874 0.2858310706069459 2.9054951276702941 0.70542574728278884 0.14399455716193177 0.11381475765233517 0.30969603930134315 7.6353468267393501 1.3379795819096221 0.70558979854467785
leaf_count=31 190 66672 286 22 1235 870 195 73 16 105 107 1641 47091 18311 464 994 20 951 32041 55 3108 105 63 53 224 179 32 490 26 386 47 780 74 94 170 153 130 146 125 1933 100 109 22 178 925 186 23 49 67 3209 406 307
internal_value=0 -0.00265132 0.0110143 -0.00395133 0.0405521 -0.0240343 0.0211716 -0.00345907 -0.0288369 -0.0392436 -0.00310043 -0.00581247 0.00118618 -0.0186887 -0.0315381 -0.0453543 0.0121916 0.00189195 0.00407005 -0.00634318 -0.00111155 0.00535515 0.00283736 -0.0282437 -0.0841117 -0.00365672 -0.0211533 -0.000386796 -0.137952 0.0273622 -0.169115 0.00410975 -0.0283902 -0.0668949 -0.0858839 0.0136764 0.000966768 0.00542192 0.0115348 0.0259213 -0.021859 -0.0397118 0.00677139 -0.0480603 0.0193352 0.0174574 -0.00177393 -0.0859066 0.00540307 0.0238813 0.00361353 0.0260381
internal_weight=0 177.152 9.87419 6.5638 3.31039 2.92112 0.71641 167.277 2.31154 2.13059 164.966 101.036 63.9296 12.7012 2.04585 1.65431 3.64268 2.85046 99.9056 10.9673 10.1116 88.9383 68.2971 2.67131 0.803331 1.86798 1.43161 1.13911 0.437592 1.98672 0.350226 65.6258 0.449197 0.855716 0.704805 20.6412 6.36526 5.95363 5.35532 3.74561 1.60971 1.31785 0.599527 0.598304 14.2759 13.8573 3.473 0.257809 3.21519 10.3843 2.749 2.04357
internal_count=185269 139243 3769 2344 1425 1087 217 135474 1652 1579 133822 86624 47198 19952 1563 1099 1257 971 46026 3918 3623 42108 33935 1114 350 764 585 522 126 515 73 32821 129 295 201 8173 2896 2766 2442 2058 384 284 131 324 5277 5172 1064 72 992 4108 899 713
shrinkage=0.1


Tree=86
num_leaves=53
num_cat=0
split_feature=2 3 0 4 1 7 3 3 8 1 8 15 4 3 8 12 11 8 1 12 2 15 0 0 4 8 11 12 6 3 8 11 6 6 11 0 3 6 12 11 7 14 7 15 3 11 7 2 12 1 12 1
split_gain=0.341525 0.165695 0.323294 0.195798 0.385456 0.380534 0.366227 0.717457 0.359162 0.302695 0.345371 0.266015 0.265689 0.249422 0.248141 0.229967 0.246958 0.224819 0.248591 0.311629 0.271877 0.259393 0.225977 0.222455 0.215734 0.230415 0.214265 0.2054 0.203585 0.202883 0.185457 0.184309 0.171856 0.386966 0.20404 0.171495 0.170574 0.19929 0.169917 0.330289 0.164709 0.194499 0.160662 0.157428 0.155787 0.155595 0.192931 0.208211 0.173238 0.173404 0.358036 0.273529
threshold=0.081166215240955367 0.034792058169841773 0.070974100381135954 0.63965676198111765 0.31952442228794103 -0.0013584537973023404 -0.32296800882750171 -0.1958099018083885 -0.013084464505631067 0.99683645367622387 -0.014603161533519799 0.042713909769374447 -1.4223701274418665 0.001366084208711982 -0.0032255149119727777 0.16791281208452699 -0.0086800045921082043 -0.033398832053202966 0.99747967720031749 0.57627330101381757 0.00042540041613392537 0.18403317385735257 0.068471405655145659 4.9263120672549128e-05 -0.2854222823274396 0.031792907208162836 0.0038194448882961454 0.24588637182012354 0.022937908145612442 0.012954128906130792 -0.015060506821556345 -0.02100426582473507 0.22828686444589422 0.22402530681430582 -0.0024803551262900696 0.079536437988281264 0.059338443941669546 0.019023843090998759 -0.33469613274734378 -0.022267482031309828 -0.0010632887149835744 -0.046055150972640242 0.0088984719394981145 -0.30029179214449209 -0.24453624107991342 0.0024287638706443622 0.013351367002341347 0.0096259354613721388 2.5916257906544957 0.97893041372299205 1.0864632841872253 0.99809783697128307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 17 9 8 27 11 -11 -7 -6 35 -12 16 -10 -5 20 -20 21 22 26 30 42 32 -19 -8 -21 -22 31 -1 33 -26 -35 45 -4 -38 39 -34 -13 -42 -14 -39 -29 48 47 -47 49 -9 51 -51
right_child=-2 2 36 5 12 6 7 13 15 10 14 40 24 -15 -16 -17 -18 18 19 28 29 -23 -24 -25 25 -27 -28 44 -30 -31 -32 -33 38 34 -36 -37 37 43 -40 -41 41 -43 -44 -45 -46 46 -48 -49 -50 50 -52 -53
leaf_value=0.07190622116524463 -0.0051823318463421093 -0.036139763368581213 0.017330125785721264 -0.030335690146519368 -0.14775481086549674 0.0080840202984041997 -0.078899986496698271 -0.0088060089425515461 0.069748895875883593 -0.12601642515672709 0.079918384813249921 -0.11176508811257953 0.041595888310844244 0.028336958178494277 0.01634080120346966 -0.077838062668095176 -0.055882454653217555 0.027263772480094185 0.076830431332534727 -0.017503480875468897 -0.0026188684663247907 -0.033310020163676124 0.10513320699343826 0.0021933915084888398 0.010852048779176952 -0.069372359797637798 -0.097988732720252755 0.1045046295144863 -0.10721409627653603 0.058634539252454376 0.057951862041897922 -0.068878582699797325 -0.077402074280480418 -0.020547950560429878 -0.23787388301290791 -0.049663134161986984 -0.015656132559106709 -0.062132966555527774 0.058307179025246049 0.04509537932434525 -0.0045648338695824476 -0.056270388363118762 0.01138198727887484 0.010596549820330599 -0.01405449512894285 -0.0060816132860084327 0.033693399073364445 -0.10189848623988434 -0.025552435878292937 0.0091894324921496223 0.068169046571994601 -0.10674411748680941
leaf_weight=0.12504063408778165 74.194378606180948 2.9417400835077414 4.130508813972031 1.3583034518233059 0.081330178072678616 7.7268648339986594 0.14139906443597272 5.336648881793737 0.22518247881816933 0.11058743315516073 1.0367541009854908 0.18673474663592093 4.9674440132887439 1.7708034153165488 1.497937045714933 2.8637952976914676 0.42369023872652123 10.002402259282462 0.20515140235693152 0.64332645999820648 8.5776692391818834 0.71251773256517559 0.35502963769613494 90.358811958505839 18.686830918348289 0.3302686025017455 0.12162348037964044 0.23893846836108423 0.40865658731217991 0.55945211764265046 1.2381273041173972 0.25273204903351132 0.31235729977379378 0.086287843980244361 0.076945394554058022 1.0603939717057063 8.5556553483365843 0.29450835496936623 1.5003979752127623 0.64378987830764378 2.5816094118399642 0.99735804611282164 2.7468567179266756 6.4777750998296133 0.18857579736868502 0.38349996578290191 0.25026576891286823 0.54585647050407715 2.9329843598407015 2.1725562168794577 1.0467797065657576 0.20676579155406205
leaf_count=23 79057 2152 2965 362 14 1838 47 2798 59 24 193 28 3661 983 331 740 233 2030 86 222 3856 129 109 47395 13125 134 12 52 105 354 294 52 115 39 24 604 8195 155 769 474 659 315 1974 4935 52 149 160 201 934 645 371 66
internal_value=0 0.00275728 -0.0053462 0.00377589 0.00604379 -0.00106605 -0.00779153 -0.0165679 -0.0538259 0.00449767 0.0348773 -0.00253752 0.0160009 -0.00683643 0.0427173 -0.0657199 -0.0115934 0.00887684 0.011367 -0.0315007 0.0140429 0.0244796 0.0284583 0.00285501 0.0165429 0.0114074 0.0255917 0.0193802 -0.0535432 0.00123707 0.0394296 -0.0211534 0.0127158 0.00945311 -0.136169 -0.011336 -0.000662361 -0.00552521 0.0375065 0.00440199 -0.0242682 -0.0191785 0.0308879 0.00728093 0.0537201 -0.00811595 -0.042456 -0.0632072 -0.00459387 0.00245832 0.0199595 -0.00159495
internal_weight=0 200.678 22.4002 178.277 121.407 56.8701 33.926 19.7881 4.08158 14.1378 2.64528 11.4926 29.4325 15.7066 2.53469 3.51267 0.648873 22.9441 21.5858 1.25713 20.3287 11.1916 10.4791 91.9747 29.3512 21.6369 10.124 0.568913 1.05198 9.13712 1.6159 0.377773 21.3066 18.8501 0.163233 13.9358 19.4584 15.3279 2.45655 0.956147 3.7657 3.57897 7.7143 6.77228 0.427514 12.8754 1.17962 0.929356 11.6957 8.76275 3.4261 2.37932
internal_count=184299 105242 18402 86840 68093 18747 11482 8094 1183 3388 548 2840 20329 6911 524 1032 292 7265 6903 413 6490 2280 2151 47764 20315 14680 2042 151 327 4210 369 75 14546 13188 63 5928 16250 13285 1358 589 1002 974 5635 5090 104 5324 510 350 4814 3880 1082 711
shrinkage=0.1


Tree=87
num_leaves=53
num_cat=0
split_feature=9 2 10 11 15 10 7 15 1 2 11 11 15 6 15 3 11 3 11 6 6 1 7 1 1 12 6 2 3 11 0 1 6 6 2 9 6 2 8 3 12 12 15 15 2 6 7 7 1 3 12 12
split_gain=0.438297 0.251819 0.197469 0.379647 0.178585 0.17519 0.237895 0.140011 0.139809 0.130699 0.125135 0.124551 0.124371 0.15236 0.188274 0.188056 0.229701 0.181305 0.142717 0.139717 0.208422 0.291951 0.281602 0.124227 0.120304 0.134942 0.120299 0.120148 0.118495 0.221415 0.139818 0.116987 0.148287 0.344244 0.209779 0.167712 0.114039 0.135869 0.110106 0.108646 0.157642 0.165219 0.244818 0.270407 0.224197 0.284757 0.324671 0.275389 0.220006 0.179689 0.174682 0.169976
threshold=0.066731989790575763 0.089726183563470854 -0.07356364307750847 -0.035542890896730919 0.019122174006615148 0.10228412177779365 0.088904440563638415 -0.058460520152564664 0.00010819825183716604 0.058752622455358512 0.053085834578965492 -0.0013805669797826044 -0.25919323450580306 0.1748940308870166 0.26091226627692066 -0.0013648625463247297 0.0067771263340438686 -0.5094463862478732 0.007298149919041097 0.26066202452910742 0.25895431973554617 0.0050708090420812377 0.0052510971206714881 0.034007592126727111 0.69866985082626354 -0.67419818433128931 0.47188198210735949 0.52053657174110424 0.51402858566871157 0.0034425226105956916 0.52733281254768383 3.5571463286032672e-06 -0.013799858475996976 -0.030655631456314753 0.35250110924243933 -0.0097280230676485731 -0.017963958216564855 0.99612450599670421 -0.038327850532093338 -0.46873228531330818 -1.5467917016150405 -0.58478547108986234 0.032654636754932152 0.023156222210720365 0.00066432534367777418 -0.24580263177593256 -0.011505337228825172 -0.018339351722018605 0.99534648656845104 -0.55428296513855446 -1.3465474648453089 -1.4948547650465085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 7 6 -2 -5 -4 38 23 -6 -3 17 15 16 -15 -14 -18 20 28 -22 -23 -7 25 -1 -21 -28 30 -30 -17 36 33 -33 -34 -35 -19 -38 -8 40 -10 42 43 50 47 46 -46 -43 -47 -45 51 -42
right_child=5 12 8 4 11 10 9 -9 39 -11 -12 -13 13 14 -16 19 18 31 -20 26 21 22 -24 -25 -26 -27 27 -29 29 -31 -32 32 34 35 -36 -37 37 -39 -40 -41 41 44 -44 49 45 48 -48 -49 -50 -51 -52 -53
leaf_value=0.0068965112177016424 0.019847042731186301 -0.029913613605434528 -0.069946934539115255 -0.05256858552045475 -0.071080840703017886 0.015897609223351095 0.036634044775890745 -0.13559416455949788 -0.042728442561897083 -0.018942831372182965 0.054378550544129205 0.025678387474652564 0.031145478438251308 -0.028551697048896069 0.045630399824956154 0.0030936198304992446 0.11708065882482316 -0.051693463383328975 0.0092605969375797095 -0.014257436693933024 0.0034519789053440381 0.12168702236264964 0.00016695093489012738 -0.12435429567340964 -0.045892549768683351 0.11338426726666091 0.062955583481540164 -0.04898608168554501 -0.034020151462150885 0.061152319720234952 -0.08791863266756432 -0.0088411805596656529 -0.0090416826059022629 -0.057930925117687875 -0.036132319329266457 0.025211105886364556 -0.050046826291954095 0.18430864332929278 0.10589110128621337 0.0010704515577779142 0.063354887687098224 0.10241381000587489 0.042291427578377526 -0.13369316870133272 -0.15846365636592108 0.0042009323553146077 -0.028577281761968804 0.0093804218870398286 -0.10235214144213799 0.059428216090256794 0.020327105982837115 -0.071876144741038303
leaf_weight=0.23180738574956194 5.4770484758473676 2.0011245833075 0.25242589241042779 0.72958197609477793 0.18481578101636842 0.090841325159999431 0.3885036696683527 0.29109188623260596 0.59190057549767772 0.1419328171032247 0.084705109329661354 0.37144823677954253 1.1411229084333161 3.7100571269671194 0.95087869309554562 6.3325376952973311 0.12249095185688919 0.94021635472017806 1.0262075635855579 3.910906478699304 0.89420078995317431 0.60233199091817369 0.27548481982853446 0.16559878987027332 0.11654662619548617 0.23231588439375661 0.38696433511449857 0.11130370292448788 0.32589545850896662 0.8588110591442728 0.15581191873934574 23.551410990437148 10.65569276545739 0.24015373809697838 3.8982290962240418 4.457204344357705 0.038985018734819077 0.030585304753913078 0.65576820538262826 167.4395903080997 0.10526664036115108 0.30811400448874415 3.2066780406325961 0.19574497966095805 0.20880020429467538 5.5161991462928128 1.3757759711734312 14.258235656076518 0.18321459575599863 0.051090954460960236 3.3622395750421736 0.39366466931733191
leaf_count=87 1703 1859 244 287 69 38 163 65 360 77 45 144 721 2117 523 4799 39 429 798 3195 374 211 81 52 43 63 385 223 261 602 62 31674 11610 284 11213 2809 19 22 126 95802 59 48 1314 79 40 3298 579 3332 69 27 1583 193
internal_value=0 -0.000144705 0.00163211 -0.0283338 -0.0536406 0.0251662 0.0287704 -0.0781437 0.00196205 0.0690799 -0.0431904 -0.00766308 -0.00546752 -0.00470252 0.00263774 0.000412311 -0.0164802 -0.00791312 0.0223508 0.00634999 0.0132036 0.0439388 0.0843031 -0.0768407 0.0399486 0.0623933 -0.00832556 0.037132 0.00602132 0.034857 0.00067618 -0.00894252 -0.00813836 -0.00390906 -0.0163327 0.0207601 -0.0423058 0.06939 0.0811592 0.00206034 0.0076264 0.0086735 0.0216638 0.0054504 0.00431088 -0.00999788 -0.0472447 0.0114695 0.00047119 -0.0924257 0.0120983 -0.0421583
internal_weight=0 266.225 199.607 2.15761 1.57694 7.0044 6.66325 1.02067 197.449 1.1862 0.341145 0.556264 66.6186 64.6175 19.6639 18.713 4.85876 44.9536 1.1487 13.8542 9.44507 1.77202 0.877817 0.25644 0.58067 0.464123 4.40917 0.498268 7.67306 1.18471 6.48835 43.8125 42.8027 28.2488 14.5539 4.69736 1.00979 0.0695703 1.04427 197.197 29.7569 29.165 7.31468 4.10801 21.8503 7.28399 1.58458 14.5663 5.69941 0.246836 3.86117 0.498931
internal_count=184299 182095 107785 758 565 2204 2069 352 107027 366 135 213 74310 72451 13670 13147 2954 58781 837 10193 6390 666 292 90 193 150 3803 608 5724 863 4861 58060 57590 34767 22823 3093 470 41 289 106783 10981 10621 3255 1941 7366 3986 619 3380 3367 106 1835 252
shrinkage=0.1


Tree=88
num_leaves=53
num_cat=0
split_feature=0 6 9 7 16 0 13 14 16 8 5 14 4 12 9 15 0 4 12 6 13 6 16 7 16 16 8 9 6 5 13 16 13 12 4 9 7 7 12 6 16 5 13 15 14 9 14 16 0 15 13 7
split_gain=0.35914 0.242747 0.215206 0.229787 0.175132 0.48443 0.172116 0.168334 0.163903 0.151825 0.242402 0.221235 0.188757 0.221502 0.179261 0.172564 0.255239 0.19726 0.1801 0.164532 0.247539 0.162481 0.156346 0.155996 0.191243 0.151609 0.167088 0.180372 0.145908 0.240994 0.278892 0.330717 0.17164 0.152204 0.142791 0.136371 0.214236 0.17762 0.199719 0.221219 0.171931 0.157145 0.136158 0.130789 0.128306 0.160067 0.134513 0.126725 0.153702 0.125546 0.124139 0.134493
threshold=0.018211660906672481 -0.053856112495239618 -0.022170909275120075 0.025900480745956325 0.32216565787069712 0.019669055007398132 -0.11503818399342963 0.37748967376048398 0.050964188701242606 -0.0079990083165313898 0.26696845927182639 -0.2529183290520991 -0.75588604862125008 0.091875676526292013 0.0088493170041448119 -0.033042800905887806 0.0023403676459565763 0.16604305927607391 -0.83508171090651462 -0.24580263177593256 -0.17900747948082388 -0.066873691465825266 -0.017637078343117046 0.0059496185654741036 0.11054918065938668 0.062646102711936449 -0.0018107454695012383 -0.0024506902743314956 0.47188198210735949 -0.45046427415745599 0.090166175112170691 -0.0086743912158206374 0.30366828101847521 -1.4271082024057102 -0.88880341727939183 -0.0032455996672835614 -0.019557194195901927 -0.015791262320220514 -0.99279721572689028 -0.24580673283450802 -0.024524053335571127 -0.38299169624886131 0.31123597832971389 -0.07560471202602588 -0.068285377725909771 0.027386878725898147 -0.2702693174456704 -0.13679462052289063 0.014329004567116501 0.051194030737400843 0.30366828101847521 -0.0063660778576731551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -4 -6 -7 8 -5 35 14 42 -13 49 15 19 21 18 -18 -11 34 23 -20 24 -17 -22 -27 43 29 30 33 -32 47 -3 -21 41 -37 -38 39 40 -39 -1 -12 -28 46 -46 -16 -30 -49 -14 51 -40
right_child=2 28 4 7 5 6 -8 -9 -10 10 11 12 13 -15 44 16 17 -19 22 20 25 -23 -24 -25 -26 26 27 -29 32 -31 31 -33 -34 -35 -36 36 37 38 50 -41 -42 -43 -44 -45 45 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.084572564236074427 -0.005651789153061435 -0.036500975257072292 -0.00091608077499741336 -0.0059594345268770251 -0.21920400654126415 0.034169807319306293 -0.049113268540390359 -0.096319256514597107 -0.048598681786535758 -0.012360296478564223 0.056560945700606047 0.008500463008026168 -0.13218998375025584 -0.018555251247228632 0.026605888152425979 0.047935498655344959 0.04673985500589934 -0.017334818615420102 0.037560846627386436 -0.11572204936956099 0.04464952024065072 0.10067327151157508 -0.017059894864268534 -0.011993144914134828 -0.030690529700390275 -0.051418920917098536 0.10676667665832096 -0.023937710467030224 0.066083128603028146 6.6841272532387397e-05 -0.059475892385776621 0.026139867728948152 -0.12297496122579295 0.05029454561909226 0.0022794454015480628 0.049152805540469614 -0.073728271592518616 0.011329000681889988 0.039138180283635027 0.0095062165281068201 -0.082677555651504489 -0.0078235039224908848 -0.066267393973670333 -0.033639809969503741 -0.020027138635384297 0.093870768519367542 0.068690817563926809 -0.047166661854818305 0.056013230212691292 -0.0010150188819184453 0.043564570517297854 -0.00040852863828431485
leaf_weight=0.27382002219201274 8.9014546814353235 0.20664956676773716 161.34525219642754 1.7906161927876381 0.11609976408362754 0.3962413997051043 0.60627225278221875 0.3822820865889297 1.8094859275088309 3.3115626891303691 0.74091158968076332 1.9900809246646529 0.28999141375243143 1.7518238295815534 1.4852014991129185 3.7986098611245325 1.6701972872733724 1.858804371341648 0.81772971162900399 0.17988137865904719 1.9854408573510292 0.39438063161651538 1.3891829206895545 0.6162309709634427 0.32487251894963254 0.40406659019026847 0.27733280752363498 0.33537321769108508 0.14222419052384783 52.127023431094216 0.70311042101820942 1.1894385754967511 0.16099320021021402 2.58661747961014 0.21194012990781663 1.1390890188240508 0.27172567632078148 0.26547814743753406 1.0709810725820679 1.0835829451134458 0.67284948616725193 3.2246482541577288 0.087507532982272096 0.076439128702986636 0.60735906135414452 0.13615907285566209 1.6171587188655394 0.83137896838888892 0.15848257470861427 0.096011815991005278 1.1892054909621945 4.0930870839456519
leaf_count=99 7448 79 132424 1052 18 437 378 239 1022 1228 157 717 87 459 478 1493 947 1789 623 30 1582 116 981 355 143 201 150 174 55 21843 172 321 77 671 231 281 107 108 327 588 238 1528 27 54 421 35 559 400 64 31 514 1806
internal_value=0 0.00538263 -0.002179 -0.0146103 -0.00119169 -0.0403147 -0.0161742 -0.0345216 -0.0275229 0.0114038 0.0157817 -0.00414241 -0.0136391 -0.0341498 0.0203748 0.016083 0.0238832 0.00933972 0.0221488 0.00355175 0.0187209 0.0400441 0.0033158 0.0346456 0.0416368 0.0283017 -0.00162536 0.0281234 0.00126255 0.00202295 0.0237019 -0.00592254 -0.031725 0.043685 -0.054539 0.00267641 0.00873283 0.00331916 0.00596823 -0.0212842 -0.0563616 -0.0142237 0.042478 0.0762727 0.0399104 0.00251865 0.048807 -0.0170649 -0.0299572 -0.101029 0.0146761 0.00789815
internal_weight=0 97.8446 175.348 12.8838 162.464 1.11861 1.00251 3.98238 3.6001 39.7387 26.4543 4.95633 4.12791 2.13783 21.4979 17.652 10.87 5.73591 3.87711 6.78204 3.47047 5.13409 2.20691 4.73971 4.12348 3.07865 1.09321 0.689145 58.1059 56.8128 4.68582 1.89255 1.29308 2.79327 0.391822 13.2845 9.786 8.64691 8.37518 2.02191 0.938328 3.49847 0.828419 0.353772 3.84588 0.743518 3.10236 1.13209 0.989862 0.386003 6.35327 5.16407
internal_count=185364 42346 143018 9761 133257 833 815 2313 2074 18664 13068 1478 1294 577 11590 10097 6447 4340 2551 3650 2422 2107 1604 1991 1636 2161 579 378 23682 23086 1243 493 596 750 261 5596 3969 3688 3581 934 346 1627 184 204 1493 456 1037 519 464 118 2647 2133
shrinkage=0.1


Tree=89
num_leaves=53
num_cat=0
split_feature=0 3 6 2 15 7 1 2 6 5 15 14 3 13 9 9 2 3 15 8 2 1 8 5 2 5 14 2 1 9 8 1 8 3 14 2 0 7 13 13 13 8 0 13 7 9 7 3 15 0 3 14
split_gain=0.327001 0.347066 0.379187 0.230625 0.331887 0.223581 0.210039 0.225618 0.208928 0.305329 0.240337 0.19196 0.191135 0.183017 0.179601 0.188235 0.169789 0.166952 0.162409 0.158406 0.155857 0.589992 0.168676 0.158489 0.159246 0.151085 0.149289 0.226134 0.327848 0.253159 0.214123 0.191114 0.230399 0.21284 0.184634 0.185262 0.17934 0.178561 0.239886 0.160163 0.206581 0.149587 0.143384 0.152324 0.143184 0.141346 0.224803 0.457521 0.674829 0.338419 0.183104 0.177535
threshold=0.018211660906672481 -0.0076764749828726045 -0.035624939230512138 0.059662854298949249 0.15849404809304532 0.14383619679470894 0.00059844375937245797 0.99755817651748668 0.47188198210735949 -0.45046427415745599 -0.051824404016269192 -0.050172130036116237 0.4708934495283757 0.10849324416326779 0.012056357874331078 -0.0071556131695572492 0.97070905566215526 -0.16536452667787668 0.0073993034215113227 -0.10673515248999145 0.0012511907261796298 0.99747967720031749 -0.0038764873846601528 -0.22071774604182468 0.00022322208678815517 0.29977324409393707 -0.14013030512553634 0.09451452270150186 0.53163135051727306 -0.083102000715763596 -0.0044355566831383647 0.50974100828170787 0.00051493351955244737 -0.12114015454426406 -0.19643796084557555 0.0053180907852947721 0.69511228799819957 0.012360965894353078 -0.085037698483891075 0.21398305706996348 -0.10539563233776617 0.065588229732412032 0.0040153872687369594 0.38605872430434329 0.0053887066705984752 -0.001957479285408232 0.0039573311089635349 -0.36479463241994375 -0.094836675563678682 4.9263120672549128e-05 -0.46873228531330818 -0.1165313073992718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 14 6 11 20 9 10 -4 -2 -13 -10 15 -5 25 -7 -3 -1 22 26 -8 24 -24 -14 27 28 31 -30 -28 33 -33 34 -22 -36 37 -29 -39 40 44 -35 43 -12 -31 -21 47 48 49 -47 -50 -52
right_child=5 18 8 4 -6 17 7 -9 13 -11 42 12 16 -15 -16 -17 -18 -19 -20 45 21 -23 23 -25 -26 -27 30 36 29 39 -32 32 -34 41 35 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 50 -51 51 -53
leaf_value=-0.080966812179732284 0.062175416810324104 -0.00081325342637465336 -0.0027203510050373162 0.0564566277018183 0.1058188929675028 -0.12574143310127614 0.0025189490228765847 0.16322568970437046 -0.010858317784932989 0.00013085446296448038 0.068488851796791775 -0.0079812917126369561 -0.076763636820081416 -0.090619574484325519 0.074633313942577259 -0.0020854151681540044 -0.018421095155619439 -0.025442581085260815 -0.029889391086062783 0.0030024356267599368 0.036003794772911761 -0.26156048395145221 -0.072042685171096341 0.039049307626741886 0.023780705170012656 0.018613358529921197 -0.006370555367564386 -0.0029813778714630097 0.16347845365604166 0.018341850912156923 0.0024739315176916304 0.022413852100864731 -0.18850155060353171 -0.024131331607482737 -0.13207156424493213 -0.0054351303553823761 0.13337714439107864 0.11297590803235734 -0.029656015741493642 0.030806810125029883 -0.019441765107710337 -0.084204867606220146 0.014276894962706716 -0.064334179623732932 0.13549400263587782 -0.17421537191693137 0.0051268075068885855 0.041698052556753157 0.027027710780311482 -0.035899357528114399 0.011011069574033376 -0.081392758268965859
leaf_weight=0.16501841279386908 0.31125323132892013 3.9100297149582266 1.6399599346186731 0.74053402135541646 0.58813544080021518 0.21266889315302251 8.3455604246382773 0.066375014117510456 0.84723228194343281 46.56045035494958 1.7151326952844095 9.9997484536300423 1.13047988535027 0.42251510132336989 0.58236353808024421 1.9891618712208574 2.39043885799083 0.64188929769443248 3.7607726477308461 10.712515828226055 1.1024509304133969 0.069670077995396151 0.26725261069896111 2.826861880491605 0.42817138186001102 0.18707070249001834 39.446759844813585 1.6732046633442221 0.084810775268124305 0.48766439612791135 89.320830567316989 0.075076072971570151 0.12804518577831914 9.4034402073925758 0.11933961457544029 0.74983298901224771 0.11367742695983896 0.32418293889350025 0.17065613273007318 1.5662173438681746 2.7464398909904726 0.41982399133485238 0.97417298165964883 0.07751442166045297 0.11779022235168668 0.23449958936544124 9.5090600978064668 7.4737331791630002 4.2648048019746057 0.63790631966367073 0.55786611815346987 0.31058242996823171
leaf_count=54 364 2961 461 333 239 47 3834 56 360 17432 360 9686 1190 203 206 1281 2553 435 2547 5795 502 9 137 1903 324 130 30897 1885 6 331 78569 47 32 5933 40 396 142 122 120 1169 1943 152 320 19 64 29 4527 3202 1436 211 224 146
internal_value=0 0.00529169 0.00703261 0.0146638 0.0376465 -0.00193081 -0.00167759 -0.000648889 0.00151232 0.00251641 0.0276206 -0.0134067 -0.0152004 -0.0382751 0.0250457 0.0140562 -0.0345394 -0.0524365 -0.0151042 0.0119988 -0.000734818 -0.00161873 0.0102832 0.0285754 -0.0139134 -0.0631548 -0.00146534 -0.00966707 -0.0136366 0.00784918 -0.000235995 -0.0225941 -0.114972 -0.0208343 0.0090838 -0.0250982 0.0197875 0.0128059 0.0644569 0.00459221 -0.00775382 -0.0268447 0.045508 0.0621761 0.0443164 0.0124961 0.0169144 0.0252124 0.004635 -0.0757874 0.0185151 -0.0229953
internal_weight=0 97.674 90.0032 37.7662 3.90019 174.928 174.073 160.054 52.237 50.9672 4.40678 14.019 13.7077 1.26975 3.31206 2.7297 3.70799 0.854558 7.6708 33.866 159.988 148.12 11.8678 3.52229 0.695424 1.31755 148.05 19.2827 17.0009 5.00292 128.768 11.998 0.203121 11.7949 1.97162 0.869173 2.28172 2.16804 0.494839 4.91811 3.35189 9.82326 2.76682 1.79265 0.605455 33.701 22.9885 13.4794 6.00566 0.872406 5.13325 0.868449
internal_count=185364 42346 36838 17683 2059 143018 142536 128613 19155 18592 1160 13923 13559 563 1820 1614 3873 482 5508 15624 128557 122359 6198 2364 461 1320 122350 12884 10615 3513 109466 7102 79 7023 938 436 2269 2127 242 3507 2338 6085 699 379 395 15570 9775 5248 2046 240 1806 370
shrinkage=0.1


Tree=90
num_leaves=53
num_cat=0
split_feature=1 13 2 16 3 15 16 3 0 7 16 8 1 2 1 2 15 7 13 8 13 3 16 11 15 3 3 3 1 8 16 10 10 7 15 13 15 8 11 1 7 10 0 13 6 6 6 8 3 1 6 15
split_gain=0.321296 0.326019 0.349151 0.208771 0.180369 0.166299 0.153757 0.144138 0.172422 0.136238 0.285502 0.248529 0.167296 0.166288 0.140397 0.131198 0.322782 0.264694 0.30817 0.237442 0.230198 0.227222 0.241518 0.196817 0.194837 0.17197 0.186094 0.313997 0.189473 0.188889 0.219596 0.201035 0.218 0.151275 0.14856 0.147913 0.163475 0.195609 0.142621 0.142254 0.142151 0.13343 0.237144 0.224265 0.223758 0.216228 0.207939 0.232806 0.328773 0.292216 0.204799 0.203732
threshold=0.26180949807167059 -0.30014304056330565 0.019167440012097362 -0.10693324935121669 -0.63629140250850458 -0.059765809504627176 0.12569673372604642 -0.096506709232926355 0.002846706891432405 0.0028155016600757486 0.20869704510143008 -0.026872076661925658 0.040076836943626411 0.052865488454699523 0.023477027192711834 1.7896330973599109e-05 -0.034152642075933867 -0.0026234050211180076 -0.12298384957318405 -0.0019058915137083684 -0.057039662898942918 -0.70016673856349587 -0.01593762954897689 -0.0038052847099344154 -0.0084574966624221346 -0.70016673856349587 -0.16536452667787668 -0.22667852044105527 0.99874538183212291 -0.00069989031232896293 0.05900642776034417 -0.026897754200124423 0.00083719211818988339 0.0062472196271247523 -0.10288738015722219 0.04655788621020443 -0.15674008270204695 -0.010029227220618588 -0.0044446605607112262 0.98212096095085155 -0.00057511866823613288 0.0027293205917632876 0.0020982120186090474 -0.06114862093338528 -0.25738053960907942 -0.23076121420458814 0.26015838596626389 -0.014192070949706422 -0.37928709574043745 0.99747967720031749 -0.25367111480839027 -0.051824404016269192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 -4 -6 9 -9 10 12 -12 14 -14 -8 16 20 19 23 24 34 -22 35 -19 -18 -20 27 29 -28 30 31 -27 -33 -31 -3 -23 -37 -38 39 40 -24 42 44 -43 -17 50 47 48 49 -47 -44 -45
right_child=1 15 5 -5 6 -7 7 8 -10 -11 11 -13 13 -15 -16 41 17 18 25 -21 21 22 38 -25 -26 26 28 -29 -30 33 -32 32 -34 -35 -36 36 37 -39 -40 -41 -42 43 45 51 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.018026920585068364 -0.014781630736921202 -0.026751386809663644 0.043488563491080143 0.07484934111162099 -0.0035313263936652441 -0.060576383620477708 0.017786230007225855 0.06421867157889484 0.0077614982834491048 0.0054938498303606087 0.029010049133929273 -0.09509643796818483 0.037040869140283122 -0.051914891621321763 -0.13114460472821954 0.024511282696416014 -0.036391354453351142 -0.0048306197213339071 0.041661071920544634 0.094788060048367914 -0.072939909378504239 0.056907793221188663 0.098839220503312855 -0.14012379388227145 0.042021332264225414 0.075118435880808992 0.037161387596301283 -0.077233311838477689 -0.088430487154991563 0.0041041034171139983 0.096347109146376342 -0.068457212512904334 0.029337423090674136 0.070187601880999304 0.071959805831928611 -0.080676460371264538 0.052179464831459292 -0.025536508699433476 -0.092375053818551378 -0.046415247477521911 -0.031480797837221144 -0.0321805212584848 0.00016760938518227701 -0.0034875510612369337 -0.01524659258223777 -0.033987097398504078 -0.0093605490605105472 0.01478852393929086 0.0048023429787574512 -0.19707980662784888 -0.042137258330979928 0.023046710071927223
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leaf_count=1753 152 40 119 581 123039 205 92 243 12765 1295 53 230 301 113 41 500 53 31 203 64 67 77 20 15 280 13 333 77 31 103 18 129 36 44 52 47 91 98 52 87 33 529 1888 2592 4964 472 2505 19184 2993 26 820 5393
internal_value=0 0.00542584 0.0402621 0.0610332 -0.00187975 -0.0236892 -0.00238417 0.00526741 0.00955296 -0.00944175 -0.0270785 -0.0692058 0.00149913 0.01726 -0.0717977 0.00439147 0.0126008 0.0217628 0.0119592 0.0458052 -0.00947491 -0.0188114 -0.0082404 -0.07014 0.0306088 0.0166026 0.0075608 -0.0070722 0.030156 0.00596682 -0.0188929 -0.0313234 -0.0447672 0.0319909 0.0427977 0.0133685 -0.00319974 0.0107477 -0.0413945 -0.0198703 0.0350029 0.00257402 0.000413595 0.0111467 -0.0107995 0.00408635 0.00659606 0.00997666 -0.00523254 -0.0479852 -0.0157603 0.0147028
internal_weight=0 90.5457 2.59173 1.95693 179.537 0.634801 175.115 22.8229 17.6784 5.14447 2.35237 0.940672 1.4117 1.17293 0.238763 87.954 15.9235 11.2534 8.01254 3.24084 4.67015 3.97197 3.33997 0.415627 2.49529 7.59691 5.5994 3.40583 2.19358 2.88565 1.4783 1.34594 1.20406 1.40734 0.698176 2.02841 1.4811 1.26799 1.31156 0.939395 0.304445 72.0305 57.5465 14.484 14.1899 43.3566 38.4999 31.7746 7.63634 1.43901 4.85675 13.3961
internal_count=184942 45017 1057 733 139925 324 138172 15133 13008 2125 830 283 547 414 133 43960 2094 1430 1033 397 664 572 505 46 333 987 784 420 364 343 196 178 165 147 92 313 236 189 192 140 53 41866 33352 8514 5464 27888 25180 22675 3491 498 2708 7985
shrinkage=0.1


Tree=91
num_leaves=53
num_cat=0
split_feature=2 3 8 12 4 5 14 4 8 8 16 5 2 8 6 1 5 13 13 1 4 5 5 0 1 2 2 1 1 14 8 1 5 14 1 0 0 2 8 13 13 8 13 6 6 5 6 0 4 1 8 13
split_gain=0.34676 0.383396 0.266228 0.275997 0.204519 0.249049 0.200797 0.177199 0.165757 0.1613 0.138469 0.305139 0.267308 0.234593 0.203163 0.166838 0.212354 0.170453 0.157158 0.197885 0.293426 0.150639 0.453933 0.266739 0.312005 0.340682 0.212716 0.18628 0.223086 0.199105 0.234771 0.223225 0.182033 0.150881 0.150282 0.172208 0.156634 0.160469 0.146907 0.140625 0.140463 0.290483 0.154895 0.36258 0.278756 0.281224 0.239928 0.216391 0.20451 0.16698 0.16599 0.164174
threshold=0.00016233746282523501 -0.88693632862123184 0.00017029061069082901 3.8252101952889315 0.19337102929134795 -0.39412669827681679 0.3993113607877033 0.33929925479541806 0.10613868661702437 -0.0045550565468528486 0.12569673372604642 -0.072041828477239056 0.00042540041613392537 0.0023508831907298024 -0.32581145211269164 0.19643588364124301 -0.52624113375106851 0.71507578003342198 0.4945819557242212 0.93515279889106762 -0.14541804823776097 -0.037911311908816053 -0.047492555910424901 0.018211660906672481 0.99747967720031749 0.00042540041613392537 0.99755817651748668 0.48786605894565588 0.40977548062801367 -0.092591890145859362 -0.050408417661860529 0.13291583955287936 -0.20095955231041823 -0.09461471496784972 0.48786605894565588 1.88436652024393e-05 0.0056167792063206443 0.013864347711205484 0.0035543783880155038 0.050592740542592995 0.43911218589005174 -0.011012091303340995 0.16231779896780787 0.18538601528178039 -0.086987780467170095 -0.012751111163755328 -0.10168842082039321 0.00063395238248631369 -0.82008960231778993 0.99747967720031749 -0.10673515248999145 0.15310004537726424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 10 9 -8 -7 18 15 13 -13 38 17 -17 -12 21 20 -20 22 23 27 26 -26 -25 28 29 30 31 -2 -28 -32 35 -16 37 -37 -14 -35 42 -42 51 44 46 -46 49 -45 -48 50 -44 -23
right_child=6 4 -4 -5 5 7 8 -9 -10 -11 11 12 14 -15 34 16 -18 -19 19 -21 -22 40 -24 24 25 -27 32 -29 -30 -31 33 -33 -34 39 -36 36 -38 -39 -40 -41 41 -43 43 47 45 -47 48 -49 -50 -51 -52 -53
leaf_value=-0.07096994980606075 -0.1035162419728952 0.0405853410735268 0.024645686248087745 0.07960549791974332 -0.054180889856685038 -0.13979239251490311 -0.02477870395960502 0.012965295473200501 0.077259262631287906 0.028271842350413658 -0.014828894743139984 -0.014183092717671484 -0.054832262056725915 -0.16840873272918086 -0.12502406983182507 -0.073181607368468682 0.023362648583010695 -0.10320585047333618 0.024566398756467607 0.05000150788944964 -0.021743100389300479 -0.0047143893899348616 0.031906943680588856 -0.0041936295841541729 0.021126714623453228 -0.19598119972925745 0.11573000733374977 0.021215811474362051 -0.04654991917598067 -0.0046432239107688138 0.019628872205334831 0.023149816143870992 -0.055207069998275064 -0.0047412108127384235 0.051865471323923579 0.0031829678856188127 0.01268546842940056 0.062907282635159975 0.017995766307589631 0.15813419422127234 -0.082662306705210992 0.0029800923951602272 -0.1298474037274866 -0.090234187931869436 -0.017619581430828115 0.029460184115134097 -0.10427966837800112 -0.012408605522803715 0.028934968735771428 -0.10653566456199155 0.0056100324918984257 -0.036426925368096795
leaf_weight=1.225007516524786 0.28374194388743479 2.5064941171931165 0.56009154005096196 0.12038253806531418 0.56021809727645333 0.12733253084206808 4.4710554640082583 26.334862214615441 0.14827601875003882 0.085879305379420567 5.701048532129791 0.34247608087389636 0.65915901245171571 0.12309796728368383 0.068920779955077616 0.23788247295306097 2.1154760972540316 0.21011023731261946 3.3596312814402154 1.2197923417443233 2.283246688509279 91.906019442222032 4.6794778312505505 50.555444797608743 0.11792827735280198 0.15713693981388133 0.24199254730183384 7.7271708539876718 0.86073484125154109 9.1738644656982178 6.5778920926968567 0.24857530106964987 0.070248456446278307 0.079707552358747047 1.2417780734313044 0.68294370474904909 13.29977431468606 1.3117385708774234 0.45725482061970979 0.13494889682624489 0.66615767411758497 0.93842314427729323 0.074058188458366092 0.36476170315290701 1.485596508841813 8.2828777546458188 0.38269961203332059 5.6382305100212307 0.15276101001473286 0.12204438887420099 7.0424470908501462 1.6448856282340774
leaf_count=292 80 969 128 17 163 108 4353 5463 67 140 5274 119 314 20 12 115 1363 95 2035 786 1700 63065 2774 55467 133 46 390 5306 492 6618 2876 75 435 34 680 270 7858 404 288 18 248 548 25 55 685 5768 94 2177 157 34 3382 927
internal_value=0 0.0105429 -0.0327424 -0.0566431 0.0133458 0.0108025 -0.000617146 0.0122087 -0.0212226 -0.0751033 -0.000206927 0.00660259 0.0138387 -0.0596082 0.0158255 -0.00931692 0.0131331 -0.0182672 -0.0010798 0.01378 0.0058191 -0.00159185 0.00173534 -0.000123733 -0.00426645 -0.107227 -0.00367281 0.00831887 0.00256242 0.00517146 0.0174453 -0.045519 0.0763788 0.0224846 0.0186066 0.0158621 0.0166399 0.0426654 -0.0251873 0.101877 -0.00385966 -0.0330861 -0.00345425 0.00379329 0.0110514 0.0222815 -0.00307816 -0.0173874 -0.0665635 0.00176809 0.00388362 -0.00527873
internal_weight=0 31.5203 1.90548 1.34539 29.6148 27.1083 237.543 26.5481 4.61933 0.213212 232.924 26.4517 18.1871 0.465574 17.7216 8.26452 2.35336 5.91116 206.472 6.86267 5.64288 199.61 80.9089 76.2294 51.1428 0.275065 50.8677 25.0866 17.3595 16.4987 7.32487 0.532317 0.312241 6.79255 16.6052 15.3634 15.2945 1.99468 1.11641 0.214656 118.701 1.60458 117.096 23.5455 17.5425 9.76847 7.77401 6.00299 0.535461 7.23855 7.11651 93.5509
internal_count=184942 7280 437 309 6843 5874 177662 5711 4420 248 173242 16812 9965 139 9826 6847 1478 5369 156430 4521 3735 151909 74744 71970 56471 179 56292 15499 10193 9701 3083 155 825 2928 9224 8544 8532 674 602 52 77165 796 76369 12377 10145 6453 3692 2232 251 3441 3407 63992
shrinkage=0.1


Tree=92
num_leaves=53
num_cat=0
split_feature=3 4 1 4 0 1 12 9 6 1 3 12 12 12 4 12 16 16 9 12 0 12 12 10 7 7 9 12 10 3 6 10 16 14 6 4 12 9 9 3 7 13 6 4 1 1 0 9 10 0 4 4
split_gain=0.168285 0.207345 0.206816 0.1979 0.14193 0.220881 0.197968 0.181376 0.161724 0.158301 0.283323 0.360391 0.436173 0.257406 0.25454 0.249505 0.203802 0.499766 0.237033 0.306128 0.214503 0.193549 0.192475 0.239383 0.177092 0.222879 0.19151 0.240897 0.159684 0.157766 0.350281 0.21862 0.217784 0.260028 0.175992 0.155314 0.15506 0.152719 0.159141 0.240381 0.174119 0.150859 0.243643 0.146823 0.16686 0.215615 0.195041 0.146643 0.265059 0.217753 0.28919 0.174685
threshold=0.51402858566871157 -0.14541804823776097 0.00066358890035189699 1.2665686741284246 0.00030642122146673506 0.076917685568332686 -0.53781903180531898 0.0016489765371587586 0.47188198210735949 0.99445050954818737 -0.16536452667787668 0.67069693241342776 0.20629974728822639 2.0075465615591939 1.4479227550631293 2.3223437397145914 -0.035548026643663633 -0.031800891859392812 0.0002900129626569525 1.3917357769612695 0.033368645235896117 0.52972305130710728 3.6677780994660973 -0.0063750914283405994 0.009111305462227751 0.0053887066705984752 0.0030791254048585953 3.4008249110694049 -0.021144829137662656 -0.63629140250850458 0.34154477814074463 0.0045495098532329853 -0.12718078854308623 -0.21173205221212518 -0.040183078738782171 2.1043927691301776 3.6677780994660973 -7.4795410096612015e-05 0.0014118693817556491 -0.7357085958305446 -0.0026234050211180076 0.056498549872112773 -0.11688060029448127 0.98896107486097529 0.99747967720031749 0.99534648656845104 0.0034230425953865056 0.0024565577904854829 -0.02552799318223151 0.041876802220940597 1.4767826490232905 1.4527123158301227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 5 6 -1 -8 29 14 16 12 41 35 -6 -15 18 -18 21 20 -20 -11 47 28 25 26 36 -28 -24 30 31 32 33 -7 -35 -13 -19 -34 -39 -40 -41 -12 -43 -17 45 -45 -47 48 -16 51 -51 -50
right_child=1 2 3 -5 9 8 7 -9 -10 10 11 13 -14 15 22 43 17 24 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 -32 -33 37 34 -36 -37 -38 38 39 40 -42 42 -44 44 -46 46 -48 -49 49 50 -52 -53
leaf_value=0.06534125906851411 -0.042654249937823047 -0.021378467620511012 0.00027466407250166378 0.066301110447254841 -0.00024970218735563061 0.021379613082779067 0.063197354057874286 -0.04103630473733872 -0.069609504549695916 -0.01735530028249992 0.084843138077780753 0.045304633245792154 -0.059066866302213472 -0.085903621838219923 0.082445510595027569 0.096366960941565161 -0.15390851351245974 -0.036565060421773751 0.039965818337205583 -0.078013239654019753 -0.078036033361822896 0.066358919576076605 0.0075371069309729463 -0.011912750702244478 -0.078581225511113101 0.076197022229161249 0.084054747304539976 -0.089229569722067026 -0.10552928514531984 0.013138410917689389 0.10146495363934718 -0.056029489767482232 -0.016009179385424035 0.023474391001071682 -0.12989557800035953 0.11524126289855913 0.066261288702414892 0.059779457222634225 0.024631500373874807 0.039409500927401017 -0.080804439648032314 -0.06548694635329956 0.055063038654596656 -0.076766086340385009 -0.03009664724124805 -0.032195619890434568 0.068043236072947808 -0.022959621856459944 -0.034358315978780224 0.043974112988162735 -0.0071642851095877064 -0.0014110685313684351
leaf_weight=1.1727239357678625 1.9889120894697496 3.2734375162717688 1.7504810541886402 0.59536763818323368 212.14721890234662 0.27618493932277488 0.24845581808674211 0.43060314797185129 0.27084403084881969 0.36909782623342868 0.37300608391273982 0.6914679766250631 0.89055926086984971 0.17117392069212689 0.33652908175645535 0.3078771081491144 0.24729985813610289 1.5748692754650631 0.81395334260923824 0.4738957158588164 0.17211112383301952 1.0102800154545546 0.15168575041752774 1.0908895697684773 0.31455965486475168 0.3092715684288122 0.33941537144710299 0.087902116927580209 0.63520259516371869 11.388641758800075 0.27415376296266902 0.89366186049846863 2.2093293388916204 0.087362067550202482 0.35801609994086891 0.63638986562727951 0.1454225730994948 0.696455895267725 1.6972415607415317 0.1528496502469352 0.42846488689428941 0.26483932905466634 0.39523675401028424 0.1299533919955137 0.43768493413881504 0.22286327365873138 1.1251500589241912 5.1831570149370227 3.123542453482516 1.6728218653297515 3.1863155535884289 3.3028932590932527
leaf_count=334 4009 3128 3360 430 155987 62 105 131 79 173 219 508 325 94 127 166 44 605 172 104 49 397 68 535 111 77 115 19 122 2305 54 213 524 35 54 117 38 118 428 37 81 103 316 46 196 41 196 2938 462 482 2656 1861
internal_value=0 -0.0150565 -0.00518576 0.0174008 1.26863e-05 0.00798086 0.0407613 -0.0022661 0.0047053 -0.000664697 0.0107748 0.0267238 -0.00837919 0.0448174 -0.0012356 0.0249281 -0.00463129 -0.0226577 0.0145556 -0.0134771 0.0183624 0.044022 -0.0124198 -0.0426399 -0.0100489 -0.000778175 -0.0123923 0.0462899 -0.0840457 0.00586074 -0.00585979 -0.0104378 -0.00339304 -0.0541772 -0.100063 0.0798912 -0.0272899 0.00383451 0.0185785 0.00562355 -0.0489665 0.0355731 0.00625083 0.0340677 0.0232693 0.0392412 0.0512697 -0.00900205 -0.00275203 -0.00541696 0.0105359 -0.017475
internal_weight=0 7.6082 5.61929 2.34585 262.92 20.585 1.85178 0.679059 18.7332 242.335 11.5043 5.6462 1.92364 3.72256 230.83 2.3947 5.85808 3.01874 2.83934 1.45996 0.986064 1.37938 18.683 1.87778 2.77144 2.45688 2.14761 0.427317 0.786888 18.4624 7.07372 6.79957 5.9059 0.721563 0.445378 1.32786 1.72029 5.18434 2.97501 2.27856 0.581315 1.03308 0.660076 2.22353 1.91565 1.47797 1.34801 16.8053 11.6221 11.2856 4.85914 6.42644
internal_count=184956 10927 6918 3790 174029 4560 570 236 3990 169469 4231 2327 963 1364 165238 739 1904 1009 895 325 221 570 9251 725 965 854 777 134 190 3911 1606 1552 1339 151 89 625 643 1188 664 546 118 638 419 645 479 283 237 8526 5588 5461 3138 2323
shrinkage=0.1


Tree=93
num_leaves=53
num_cat=0
split_feature=2 11 0 11 13 4 13 12 1 0 16 2 13 12 11 16 12 0 7 13 11 12 9 6 7 1 4 4 0 2 16 1 2 10 6 6 4 0 6 11 6 2 2 11 2 2 0 10 6 9 0 1
split_gain=0.242857 0.219422 0.199084 0.279925 0.192908 0.182444 0.256345 0.302057 0.301789 0.267212 0.246559 0.187504 0.176833 0.18385 0.173517 0.199078 0.246837 0.184136 0.16293 0.188315 0.171909 0.160963 0.159436 0.143242 0.137345 0.150455 0.261161 0.255213 0.22559 0.246232 0.260801 0.216003 0.233345 0.20307 0.214228 0.314755 0.185494 0.196982 0.169882 0.22872 0.447103 0.193148 0.174131 0.166577 0.157528 0.149525 0.149047 0.142332 0.140844 0.216132 0.1539 0.142246
threshold=8.622083441878205e-06 -0.075368457637731159 0.022225134074687961 -0.022267482031309828 0.51736989349144491 1.4479227550631293 0.056498549872112773 -0.37970479465995061 0.99874538183212291 4.9263120672549128e-05 0.0015548427837390846 0.99445158243179332 0.21398305706996348 -0.19374372064008552 -0.017991829566609743 -0.069315801978508049 0.60048014981340991 9.3806971563026323e-05 -0.003537181549721497 0.040448683924763008 -0.027306207403819983 2.0958246211224969 0.0044766946664028069 0.39104448631668026 0.049316728039421422 0.066074535250663771 1.3091678732001313 -0.86946251258759222 0.56700861454010021 0.048889677971601493 -0.080955413905241025 0.038532732054591186 0.0049487531650811442 0.014666892306504893 -0.20782718135232855 0.069133952420854627 -1.23627263213879 4.9263120672549128e-05 0.23292480084087833 0.00078877939793150565 0.26066202452910742 0.00010917182953562589 0.79580315947532665 -0.023636200559185503 0.7761417329311372 0.016794367693364624 0.011216961778700353 -0.0069780865126071916 0.25747791336905573 0.005182158358454301 0.012961078435182573 0.00047778242151252931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -4 14 24 7 -7 10 -8 -9 -12 21 -14 15 16 -1 -17 20 -20 -19 -11 -16 -2 25 26 27 28 29 30 36 47 -33 45 -35 -36 37 -3 41 40 48 -29 43 -42 -43 -34 -31 -32 49 -40 -50 -52
right_child=1 5 3 -5 -6 6 9 8 -10 12 11 -13 13 -15 22 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 38 -30 46 31 32 33 34 35 -37 -38 -39 39 -41 42 44 -44 -45 -46 -47 -48 -49 50 -51 51 -53
leaf_value=0.080732627559610762 0.032011080396520189 -0.18585598426910788 0.096081329515839989 0.0033171496054751788 0.094669563757765612 0.02317781593671292 0.068034047442093001 -0.037396889144193445 -0.14086824433991621 -0.0019290133073595365 0.0021635910535956634 -0.042308664450152689 -0.066806226642404307 -0.008763899414232534 0.0065026066171712527 -0.11340683048237679 -0.023968825330502611 -0.029781055690956973 0.0090348755935613315 -0.10339257145852608 0.090831476295369071 0.033770575890068134 0.040521011427337293 -0.015721383819324444 -0.011111257666749669 0.0022762815273589558 0.015394694496304548 0.094891114214797831 -0.053073824549790927 0.041761278602240416 0.05078490527354676 0.094348006429523998 -0.040888830637865643 0.025823725779417241 -0.1269927739788935 0.0060694045571889343 -0.0028296094353060155 -0.047407435254107837 -0.019751629610309889 -0.0090863162860346357 0.0518102701913149 -0.010033299424873953 0.080046477140113814 -0.035323542446650369 -0.031290562174033913 0.0036759741406915897 0.010346598981787559 0.0083369580121212469 0.015420202502555975 0.078697151503096696 -0.046912855955956359 0.080464268663092545
leaf_weight=0.35694107320159707 3.127612480579955 0.09874205291271243 0.64377344539389014 0.64273136216615856 0.2393811763031416 1.4665559518834932 0.55656519518015457 5.5388766894648125 0.20292556621279878 4.0330808738472097 4.3381184622094224 1.1950436469542181 0.62414347730373254 3.7012358315550955 6.7241102068655874 0.27079018071526384 0.55021363962441683 0.2617080865893513 0.25230018468573667 0.3372013847110793 0.18899194404366426 1.8200797325425808 1.7183400473350046 0.7742674025830637 11.513250737637007 128.83366020487188 7.0504337315251169 0.15247482831362091 0.66811539004265696 1.7247625545605831 1.0378790793911319 0.18634248949820165 0.93181745753099665 0.24086583113239612 0.48999225650095446 0.27121050326968543 0.9836301990389974 1.184686574306397 0.72183315095526202 8.4405848831168537 0.23324667430733881 38.693484127608258 0.15329973810685249 1.8296624377323951 3.820260016195248 3.6260096075397996 11.534839131871648 3.1781749528931851 0.68468538922024924 0.30206854286734597 0.082291745231486746 1.4172743385359465
leaf_count=36 1061 1 74 130 28 967 89 2374 40 1816 2704 941 263 1378 789 26 72 29 28 46 16 709 199 367 5419 78223 2921 131 848 521 489 47 269 79 113 81 467 526 463 5148 180 47913 184 1118 14772 1344 7400 1329 142 178 22 446
internal_value=0 -0.000968732 0.0134683 0.0504069 0.00903432 -0.00133158 -0.00972565 -0.019307 -0.0248606 0.00165953 -0.0225144 -0.00754512 -0.00208099 -0.017376 0.00695858 -0.0178355 0.0179806 -0.0425287 -0.0224979 -0.0564076 0.0223079 0.00923996 0.0134964 0.0225113 -0.000474424 8.67183e-05 -0.00305657 -0.00463276 0.00353293 0.00505229 -0.00517885 0.00180634 -0.0107946 -0.014605 -0.0549521 -0.0805177 -0.0356518 -0.0604286 -0.00841096 0.00120447 0.0171951 -0.0115348 -0.0172692 -0.0251167 -0.0119556 -0.00555721 0.0144828 0.0189541 0.0409675 0.0101313 0.0552259 0.0730112
internal_weight=0 257.464 12.1865 1.2865 10.9 253.562 23.4766 12.7415 11.275 10.7351 11.072 5.53316 10.1785 4.32538 10.6606 2.21815 0.907155 1.31099 1.0402 0.589502 0.4507 5.85316 8.44245 3.90188 230.086 218.572 89.7387 82.6882 26.1571 25.489 12.2294 9.96229 5.74624 5.5599 1.00207 0.761203 2.26706 1.28343 56.5312 13.8649 5.42436 42.6662 2.21621 2.06291 42.5137 4.55783 13.2596 4.21605 3.20815 1.0239 2.18425 1.49957
internal_count=184956 183483 1473 204 1269 182055 11281 7026 6059 4255 6019 3645 4166 1641 1241 253 108 145 119 74 45 2525 988 1428 170774 165355 87132 84211 13514 12666 4745 3751 1933 1886 273 194 994 527 70697 7881 2733 62816 1482 1298 62685 1613 7921 1818 1251 641 610 468
shrinkage=0.1


Tree=94
num_leaves=53
num_cat=0
split_feature=2 0 6 11 0 4 4 13 5 6 1 6 4 4 6 13 11 13 1 1 3 11 2 11 2 9 9 1 11 3 14 3 1 5 6 5 14 1 13 11 5 8 1 8 1 14 11 13 8 0 0 1
split_gain=0.283089 0.198519 0.283212 0.324593 0.200352 0.439493 0.265806 0.248951 0.198532 0.323949 0.22417 0.194925 0.203111 0.17948 0.282298 0.288572 0.337966 0.267102 0.239946 0.238034 0.215103 0.20874 0.206294 0.221341 0.211676 0.3463 0.269477 0.257784 0.264507 0.203703 0.194519 0.210269 0.185588 0.184054 0.243879 0.218444 0.28041 0.195687 0.182706 0.261464 0.207508 0.220724 0.222109 0.181452 0.198488 0.211188 0.194475 0.187087 0.217252 0.186107 0.181147 0.18025
threshold=0.04279721342027188 0.022225134074687961 -0.1119359364452716 -0.032241076271108365 0.15019672363996509 1.3091678732001313 0.68618651704881328 0.57322366383778978 0.26024181780761674 -0.10577884376776665 0.065155725926160826 0.27208818693517051 -1.0584841907846603 0.68141473596130198 -0.022921470926263999 -0.057039662898942918 -0.00036607980164553858 -0.023025971912858403 0.078119721263647093 0.94229397177696239 -0.28584068082273001 -0.0041140907411583898 6.5234355133725344e-05 -0.012505857135214323 0.00013503507216228175 0.0043639526577497713 -0.0038258665174852038 0.98734652996063244 -0.0045579321041899811 -0.88693632862123184 -0.11884540379330051 -0.090520000318065272 0.97131854295730602 -0.48980527591289524 -0.2432465040438288 -0.10539597720524102 -0.32548755463298412 0.97536692023277294 0.038427958456195455 -0.0091801587819151827 -0.32198811850129222 -0.018690475085031227 0.95645850896835338 -0.0056949612684129665 0.99088570475578319 -0.035497521246321349 -0.013446801038810035 0.15310004537726424 -0.00916031610742255 4.9263120672549128e-05 0.072803255170583739 0.9961184859275819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 11 3 -3 6 -6 8 -8 10 -10 -4 12 -2 19 29 16 30 20 -18 -1 32 -22 38 -24 25 26 -25 -26 -29 -15 31 -16 -17 37 35 36 -35 -21 39 -19 -40 -42 -43 46 -45 49 -44 48 -48 -46 -30 -38
right_child=1 2 4 -5 5 -7 7 -9 9 -11 -12 -13 -14 14 15 17 18 22 -20 33 21 -23 23 24 27 -27 -28 28 50 -31 -32 -33 -34 34 -36 -37 51 -39 40 -41 41 42 43 44 45 -47 47 -49 -50 -51 -52 -53
leaf_value=0.0043728832227966424 0.026017679630206084 -0.084925374486078675 -0.016755542880113567 -0.011471442589957134 -0.00076270130978115707 0.033669362513147026 -0.020525304087591234 -0.15526163305814544 0.093377713730848078 0.0052256639787316757 0.00085639468952047448 -0.028984192083194183 0.0020023380255274822 0.063258652813656377 -0.0082544861970393971 -0.018299535982580172 0.027167961583158401 0.07419443405713913 -0.065876134084446564 0.048489849625670808 0.027820553598603762 -0.055752379500122455 -0.032951709145662672 0.0016092956753342433 -0.0092244391026319126 0.11354395098610387 -0.088010006240067967 0.06794615702992067 0.021187478671350679 0.0073028327995274828 0.044121839971335897 0.041304439866732851 -0.1033258017677057 -0.10357129821938499 0.035884381062466428 -0.032043792277609694 0.08360751895057067 -0.079229435855918462 -0.088489417518714558 0.0037296560313125234 0.034779823429024498 0.029680506936487508 -0.0024202901691660469 -0.047152854276343137 -0.032790038369937755 -0.052001811247200491 0.045237270518661991 -0.084633484165371975 -0.065416245194420825 0.045948217774405407 -0.081744275282149767 -0.021764255722208706
leaf_weight=82.899877566825921 5.1605241269408042 0.59678938159595674 12.595825034888721 30.214420701818881 18.198845700691837 4.6374607001298491 6.7214334991467686 0.12293585643783433 0.41366736109193958 12.619388274844365 16.920150309911833 1.4009406590339484 11.019879041471711 0.66121504570037615 2.687014939173423 0.4046492700072124 0.398427357438776 0.78292798216716653 0.8364094670250779 0.1682804957672478 0.60500914906515391 0.55861611272121325 4.7102112348548024 0.52512268680948171 8.9998067163173783 0.11578822061710514 0.90861974521976208 0.94262890864047222 0.54291184972862427 15.93671762136182 2.2868055396902496 1.2358717172573959 0.72924426425015554 0.11372609928366739 5.940666809715025 1.1762751415662922 0.56574528341661812 0.33172275379183702 0.26171269741098413 1.5446847238272337 1.4189683170370679 1.236970716192445 1.1004893595163572 0.63921920216671679 0.36526827524357997 0.36622379209438771 0.30579636418406153 0.96423211182900559 0.37729233040590771 1.4274918696100938 0.2287930369238893 0.21632589691944304
leaf_count=50590 1571 253 16760 29319 24651 2586 5839 25 140 7055 11500 657 8680 254 536 98 238 84 220 41 173 231 1396 150 3768 34 172 423 210 8019 559 367 91 54 5746 292 291 83 57 194 184 233 110 79 30 43 42 114 42 154 90 81
internal_value=0 -0.00324193 -0.00491774 -0.0129418 -0.00149255 0.0062501 -0.0050732 -0.0233373 -0.00212684 0.00814572 -0.00666493 0.00657473 0.00968165 0.00330919 -0.00125553 -0.00606013 0.0115472 -0.0104245 -0.035895 0.00601067 -0.0430642 -0.0125328 -0.00769807 -0.0145655 -0.00746665 -0.0417949 -0.0555645 -0.00244155 0.0328988 0.00959658 0.0210562 0.00747334 -0.073726 0.0219181 0.0256069 -0.00391292 0.0329315 -0.0360573 0.00311002 0.0278104 -0.00372649 -0.000838192 -0.00836002 -0.0169115 0.00103527 0.0155684 -0.0350778 -0.0566384 -0.0159882 0.0297428 -0.0104714 0.0546234
internal_weight=0 120.622 103.041 30.8112 72.2297 22.8363 49.3934 6.84437 42.549 13.0331 29.516 17.5813 16.1804 145.518 54.1051 37.5072 7.44453 30.0627 1.23484 91.4126 2.29752 1.16363 27.7652 16.9739 12.2637 1.54953 1.43374 10.7141 1.71433 16.5979 6.20969 3.92289 1.13389 8.51274 8.01274 2.07207 0.895797 0.500003 10.7913 2.32761 8.46367 8.20195 6.78298 5.54601 2.7982 2.15898 2.74781 1.64732 0.683089 1.79276 0.771705 0.782071
internal_count=184609 109036 98128 29572 68556 27237 41319 5864 35455 7195 28260 10908 10251 75573 18395 10122 1920 8202 458 57178 593 404 7609 6243 4847 356 322 4491 723 8273 1462 903 189 6588 6464 718 426 124 1366 278 1088 1031 847 614 306 227 308 198 84 184 300 372
shrinkage=0.1


Tree=95
num_leaves=53
num_cat=0
split_feature=0 6 8 6 4 8 0 3 3 3 15 11 5 11 5 11 3 2 4 12 15 3 4 2 12 4 2 0 3 8 10 15 6 8 4 3 14 2 8 2 15 15 12 12 12 4 10 10 12 14 10 3
split_gain=0.240377 0.250044 0.251143 0.24286 0.30291 0.234235 0.24681 0.262647 0.234617 0.285314 0.225193 0.224111 0.214429 0.214201 0.204704 0.19453 0.1935 0.186325 0.217524 0.190453 0.395115 0.179944 0.178433 0.176433 0.172963 0.222558 0.169399 0.167684 0.205203 0.216877 0.167263 0.166959 0.173579 0.165844 0.180191 0.238266 0.193822 0.180055 0.170538 0.163951 0.163296 0.227298 0.198779 0.178005 0.159958 0.157849 0.154669 0.152551 0.151393 0.148472 0.145145 0.185737
threshold=0.013881590683013202 -0.22671618729579932 0.0050507616897438315 -0.25367111480839027 1.4387377455964052 -0.018690475085031227 0.00063395238248631369 -0.57911677658557881 -0.053051725029945367 -0.13428613543510434 0.32265472763059949 -0.032241076271108365 -0.037906012436521426 -0.014507824812304755 0.26696845927182639 0.0027372999561535616 -0.30926798668224359 0.021678919903934005 0.68141473596130198 -0.4353667206166551 -0.17260440322362783 -0.5094463862478732 -1.4223701274418665 8.622083441878205e-06 -1.0851039853448172 -1.2713528930891254 0.0046054015401750812 0.020678535103797916 -0.13916479051113126 -0.00097949127143586194 -0.0089419423628761489 0.018124665555652123 -0.019592294719348109 -0.0083673476667376363 0.48916821143492623 -0.57911677658557881 -0.21774716601057931 0.00066432534367777418 0.013950569247767997 0.016148659400641922 -0.019464581448933493 0.011230859080280067 0.76364171961454874 3.4008249110694049 0.036237526925076209 -1.4704704687374053 -0.0016982622810628705 -0.045808053277847309 4.0561285448326698 -0.020363606417903541 0.0026356698395083558 -0.26438242150470609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 14 13 6 -6 -8 9 10 16 49 -10 23 22 30 40 18 19 -3 -21 -9 45 -5 47 39 50 28 -20 31 -11 32 -30 -25 37 -36 -37 38 -35 -26 -7 42 44 46 -42 -1 -44 -4 -19 -2 -18 -52
right_child=1 17 24 4 5 8 7 21 12 15 -12 -13 -14 -15 -16 -17 26 48 27 20 -22 -23 -24 33 25 -27 -28 -29 29 -31 -32 -33 -34 34 35 36 -38 -39 -40 -41 41 -43 43 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.012503651528459454 -0.012187662797867536 0.0033520989735548591 0.10011533918800763 0.095650510505799202 0.06386540516866758 0.016139882229841095 -0.088424057713995863 0.077720560002683139 -0.088455717176793236 0.0029793748460641037 -0.12683603716446076 -0.015390862886338376 -0.016694817917955067 0.0037882376433626694 -0.023110128151340767 -0.094934066299238243 -0.031507078548384332 -0.0021733937305469879 0.0066649416701091745 0.09373478175121272 0.016441503373164839 -0.0013124727365059654 0.021940314356741309 0.032721379277204275 -0.14200368699162955 0.0047251196076113534 0.058325548870309385 0.001620512579603493 0.011754649261052434 -0.10319031908413441 0.064227754550391661 0.028448653617623623 -0.086758072305718026 0.079401462786201138 -0.12137921370040015 -0.051242187219375929 0.068563737737016309 0.0028380778706599439 -0.022639328647497056 -0.028371548327038889 -0.060594764575983152 -0.0018009897564175105 -0.14353700777323414 0.017742144243350161 0.030467470694285126 0.16617263925573683 -0.034099068001937891 0.017334002932030086 0.061962096426916483 -0.12646781217430184 -0.18069781695701903 -0.048541483742528535
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leaf_count=43 58 8744 44 34 80 348 42 38 134 151 11 12519 357 25193 395 32 340 103891 457 375 9039 385 3124 1631 17 4376 42 6421 145 189 188 182 150 370 95 151 117 1432 110 514 42 500 50 29 39 5 37 1590 236 55 12 50
internal_value=0 -0.00145957 -0.0104542 0.00503758 0.00304315 -0.0089502 0.0157657 -0.000728347 -0.0147384 -0.00962013 -0.0165466 -0.01732 -0.0494514 0.00650414 0.0197473 0.0258843 -0.01441 6.55815e-05 0.00594007 0.011951 0.0211587 0.0120167 0.0245557 0.0204418 0.00338233 -0.00539293 -0.0384924 -0.00308123 -0.025293 -0.0481224 0.0341286 -0.0236074 -0.0509187 0.0178569 0.00536097 -0.0393649 -0.00117862 0.0135722 0.0541812 -0.040124 -0.00596005 -0.0163749 -0.0487732 -0.0850464 -0.0117663 0.102953 -0.107652 0.0258033 -0.00196918 -0.0837498 -0.0453764 -0.0921208
internal_weight=0 182.252 26.4079 82.8 72.9325 16.327 3.09232 2.3156 13.2346 11.5536 9.67543 17.6469 1.68105 56.6056 9.86741 1.87817 9.51107 155.845 40.0844 24.0525 11.6026 2.03503 8.87876 9.21266 8.76097 6.30618 2.45417 16.032 2.78729 1.62066 1.77001 1.13882 0.747192 8.92761 4.86322 0.743998 0.519817 4.11923 0.846306 1.41092 7.0569 4.7996 1.47634 0.734027 0.742315 0.264845 0.601018 2.45479 115.76 0.476957 2.29998 0.503556
internal_count=184609 149002 19173 35607 32040 2907 545 465 2362 1871 1500 12632 491 29133 3567 371 1489 129829 25702 18158 9414 423 3172 3940 6541 4907 444 7544 1123 666 339 477 295 3906 2275 363 268 1912 480 531 1045 697 197 116 81 48 87 1634 104127 113 402 62
shrinkage=0.1


Tree=96
num_leaves=53
num_cat=0
split_feature=0 1 3 9 5 13 15 15 5 12 12 8 15 9 9 15 10 10 0 15 7 7 0 8 10 10 8 3 1 5 3 3 12 7 8 8 3 7 13 4 4 12 4 8 0 1 9 0 9 0 1 3
split_gain=0.2865 0.292956 0.287987 0.221699 0.207486 0.308413 0.230473 0.190388 0.177814 0.262714 0.155078 0.151726 0.182782 0.138699 0.3653 0.236544 0.234152 0.22565 0.217829 0.221243 0.232933 0.307744 0.2603 0.204358 0.198075 0.183427 0.18289 0.178978 0.163647 0.168514 0.161128 0.206444 0.148345 0.148037 0.144167 0.249109 0.165794 0.137058 0.247846 0.13597 0.29197 0.138276 0.136622 0.164219 0.138125 0.135294 0.142799 0.131726 0.123928 0.141131 0.123448 0.122291
threshold=0.00051037184312008332 0.046976163983345039 -0.37928709574043745 0.025899592670838488 -0.24444293131483133 0.19353677316819518 -0.059765809504627176 -0.040941247869246418 -0.40396627208909497 -0.8611466332910277 3.2992648220530736 -0.0011566698230497015 -0.082248420520698404 -0.002618125124383973 -0.0021194465606750429 -0.090998843324759784 -0.0051550073303595388 0.012362320323091827 9.3806971563026323e-05 0.0027894916280205651 -0.0012614064278958423 0.0058058500547630001 4.9263120672549128e-05 0.00034371006145706573 -0.0071338375807042456 -0.0054045903668925336 -0.017514905139715573 -0.53028562478721131 0.066074535250663771 -0.032777236367834979 -0.44968130066990847 -0.7715106033720075 -1.178328405365664 0.0085052710823508171 -0.0016151964973522995 -0.016990425162670089 -0.43048069684300566 0.0016620180426053122 0.47368097693605632 0.10069016339144334 0.18317088911756266 -1.5873520005416479 0.70725639434630228 -0.029689713015913128 0.036410961300134666 0.34567964076995855 -0.0057994419540320962 0.022225134074687961 0.0045905950594143756 4.9263120672549128e-05 0.068003930151462569 -0.39564169943332667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 51 5 50 11 -8 9 -3 13 12 -6 16 -15 27 25 37 19 26 48 23 33 24 -22 45 -17 -16 -20 -30 31 -28 -31 -23 35 -34 -36 -18 -39 41 -41 -5 47 -44 -45 -10 -47 -42 -21 -50 -4 -2
right_child=3 2 4 39 6 -7 7 -9 10 -11 -12 -13 -14 14 15 18 17 -19 28 20 21 22 -24 -25 -26 -27 30 -29 29 32 -32 -33 34 -35 36 -37 -38 38 -40 40 42 -43 43 44 -46 46 -48 -49 49 -51 -52 -53
leaf_value=0.05405108911882494 0.0063683546256395121 -0.021766966994972468 0.088945858411133158 0.043021751804715541 0.013313841586548331 -0.10103385138032482 -0.035032421584968255 0.023613083985165512 -0.068898626665591489 0.071815199153717563 0.04073604932144434 0.085158605474975918 0.090065093494240869 -0.13115799700650568 -0.011917446708194335 -0.06969375861594955 0.017149208951572265 -0.079117414764450514 -0.15566944682907768 0.069154298299384562 0.025358054180915343 -0.10142393689146051 0.088223213415557139 -0.015451890730751212 -0.13251322106422789 -0.14732803004371059 0.0034612961798845526 -0.10770925907943696 0.0078026976950633931 0.046672374787008197 -0.044977608811414924 0.09495323914990017 -0.14101573540493559 0.019298102830755816 -0.092157079986348159 0.0091303520175683751 0.042522361092209866 0.098947424442541496 -0.060315122434066226 0.082793613987728831 -0.067431979934243699 0.0042575167277067458 -0.011613296768873415 0.074152411417571631 -0.0078436536476331128 -0.025795440919628154 0.046587060140979075 0.017580510003879817 0.029896364738497716 -0.075976015110901629 -0.003003490296131099 -0.001466621384991698
leaf_weight=1.5077893924535342 22.081689439673596 0.48266029926890042 0.15714266107534036 0.96821255305212695 1.1704239961345593 0.29461139683735371 0.61280385640020529 4.6213698898582116 0.27762292338229588 0.74732362694158172 0.70037187900288778 0.9375947143871598 0.40864220838193444 0.24027009419296419 0.37940717620040232 0.11663487308396714 0.79377118737192975 0.14051161383395072 0.075075139699038451 0.45426298756865435 0.090170948768900083 0.15745101228640135 0.30894591754622525 0.48202820200458518 0.43631634069606673 0.085899848054396322 0.36072212197541353 0.39480265075508025 1.2458388920867935 0.16492346743689279 0.13434286299161602 0.77158515192604682 0.1157321291120752 0.23121049986730213 0.76358337286137601 0.63513852469850451 0.093201415387740072 0.65880258200922981 0.10210729140089825 0.76249932980499524 0.34151106877106974 13.934358313563962 0.64852978333146882 0.74668255869619293 0.27666566456173314 0.5770393518523631 0.48624958751406666 0.35847769824613351 0.4345699798395799 0.15690471781636006 0.88186974339896551 202.14478714520001
leaf_count=512 11050 105 29 467 230 102 120 1072 91 184 144 142 64 61 169 26 223 44 26 73 27 21 46 84 80 13 124 75 514 46 23 103 30 68 173 144 15 110 25 357 201 6784 176 177 230 181 105 403 82 35 359 159816
internal_value=0 0.0116386 0.008741 0.000163713 0.0224457 -0.0138414 0.0287065 0.0166526 -0.000640358 0.0353034 -0.00435062 0.0534866 0.0339497 -0.00718774 -0.0139788 -0.0101808 0.0107209 0.0356806 -0.00448562 0.0105151 -0.00591785 -0.0285897 0.0221701 -0.0634792 -0.105529 -0.0190071 0.0428701 -0.0620738 -0.0244836 -0.0203374 0.054048 0.0663054 -0.0399977 -0.0318823 -0.0492978 -0.0167106 -0.0769457 0.0468253 0.0766956 0.0108241 0.0296997 0.00682377 0.0121472 0.0275998 0.0522266 -0.00898511 0.00752512 -0.0245319 0.0309323 0.00042736 0.0121527 -0.000694598
internal_weight=0 23.8877 22.3799 242.263 9.08446 1.33362 7.75083 5.23417 13.2955 1.22998 12.0655 2.51666 1.57907 11.3651 8.24312 8.00285 3.122 1.69519 7.22864 4.13515 2.75186 1.70612 0.697607 1.00852 0.526487 1.42681 1.38329 0.77421 3.09349 3.01842 1.26665 1.13231 1.77258 0.388662 1.60766 0.750871 0.856785 1.55468 0.76091 18.0369 3.13437 14.9026 2.37187 1.67188 1.02335 1.34091 1.06329 0.699989 1.04574 0.591475 1.03901 224.226
internal_count=185561 5900 5388 179661 2118 490 1628 1192 3270 289 2981 436 294 2837 2045 1984 792 402 1740 792 516 326 135 191 107 390 276 244 948 922 250 227 408 89 362 174 188 358 135 8795 1544 7251 1187 583 407 377 286 604 190 117 388 170866
shrinkage=0.1


Tree=97
num_leaves=53
num_cat=0
split_feature=3 1 5 0 9 16 6 0 12 3 4 6 1 6 5 5 16 8 1 16 9 6 0 1 5 0 3 10 9 8 16 12 4 12 3 10 15 0 3 6 1 12 3 0 4 5 4 3 12 10 12 9
split_gain=0.267049 0.273745 0.293623 0.248228 0.307461 0.265328 0.247842 0.25853 0.260818 0.235215 0.227419 0.272038 0.414391 0.322984 0.24335 0.594789 0.23207 0.216718 0.200222 0.188929 0.184649 0.203706 0.18261 0.17919 0.167282 0.303311 0.232663 0.22155 0.161329 0.175298 0.186823 0.160191 0.18381 0.156864 0.156202 0.195456 0.183769 0.168969 0.363451 0.199177 0.189839 0.235784 0.162803 0.162995 0.155828 0.152816 0.216834 0.150502 0.220898 0.183086 0.148967 0.148132
threshold=-0.060105318203568452 0.99445050954818737 -0.27814179552308738 0.041876802220940597 0.0028053465778355578 0.18453667226204118 -0.026611880724090622 0.0020982120186090474 -1.7293980154824917 -0.066112674772739397 -0.18746323184277378 0.25481039497758534 0.14704205840826037 0.27942996380358948 -0.25940121731667604 -0.23264554982187083 0.32216565787069712 -0.013084464505631067 0.94984394311904918 0.080603709521277572 0.033441347378764821 -0.015954335966403398 0.19966586679220202 0.98503190279006969 0.2935764297435946 0.0023403676459565763 -0.017858706974948287 -0.0060784675514598072 -0.024625980490690976 -0.005833675808414973 -0.093010303748079171 -1.6096706469386337 -0.86946251258759222 3.4008249110694049 0.032341812737286098 -0.0376513470191936 0.34770317238041659 0.19147714227437976 0.24607049557380381 0.15235797827357303 0.00042061852582264697 -0.27356063934705838 0.1492182784713805 0.15311517566442492 -1.1598165979711148 0.26696845927182639 1.1658198222839322 -0.0076764749828726045 3.4008249110694049 -0.060214714178306768 3.8252101952889315 -0.020182853340705079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 4 51 -6 7 8 -1 28 11 12 20 19 33 18 -15 -7 -16 -13 21 -8 31 34 27 -26 -27 -4 29 -10 -31 32 -9 -12 36 -36 47 42 -39 45 -41 -42 43 44 -37 46 -40 48 -5 -49 -33 -2
right_child=1 2 24 23 5 17 10 22 9 -11 14 13 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 30 -32 50 -34 -35 35 37 -38 38 39 40 41 -43 -44 -45 -46 -47 -48 49 -50 -51 -52 -53
leaf_value=-0.11247777937336789 0.0046031199850422788 -0.054160273399058281 0.0046615169121301181 -0.0010606598234723459 -0.0001468871825732889 0.12070962909380537 -0.055421696542870047 0.086965876159922739 -0.12937297063458281 0.12252028061258724 0.021830192658870304 -0.032051411351310358 0.035791017566285235 -0.0026202321992265533 -0.055280576780183777 -0.0040021188222495582 0.10841841302319835 0.017883729882672696 -0.16494235875827362 -0.12923329869960754 0.03557418544418111 0.0020655259840492001 -0.040683294121554379 -0.036240977373627699 -0.075702184707304665 0.080466524547621127 0.0019618177053476547 0.091556970683094097 0.023279279585744203 -0.11078394396612133 0.074220501090771385 0.0063867435710666986 -9.4966166489972062e-05 -0.082882012854264386 -0.035041237172350324 -0.026296065872798088 -0.049393797999512629 0.020484411711523785 -0.015844044515304766 -0.011696384611349774 0.0019045905021908512 0.054911653495494234 -0.031846195115742326 0.01562105410528257 -0.0036100390826544386 -0.035958741738431978 0.01934270382615054 0.085835619462918844 0.10135709714508523 0.011666472061034515 -0.056841785104370449 -0.016257917081780256
leaf_weight=0.1258740256889731 3.8644656131562014 0.39084660410844696 0.43901479235046315 16.969610362612233 16.86078225582742 0.30900111671940067 0.65028389553481503 0.50785347886267118 0.12836071211768285 0.21793189910385713 4.4296612024263586 0.72228587713107018 6.3744574723378937 5.4269748092083319 0.60194245223465159 37.903599931475355 0.17736920798779454 0.57082983568352474 0.23163302343164105 0.26921424134343397 1.4884712827733881 7.9842492570364838 0.81063868902219738 1.2717950766075308 0.28425138478633005 0.61853291309671465 0.93084178541903373 0.87917750073688594 13.231162473006405 0.065018474982935004 0.14393746925270434 31.587353057798289 0.45028589261800789 0.13080898810221686 1.7163485730679884 3.5140590130849985 0.56702371309802302 9.5409865812214338 6.2747000399890585 2.1656065062097687 1.8367999593273796 1.5294755185653341 2.2356333901710732 3.6970822444764044 21.284268983702816 2.1140944420167207 2.410192149642171 0.32135924479371425 0.19563999429010337 20.147547696196284 0.35961329432211542 28.128069288118752
leaf_count=54 2269 181 401 11515 11571 123 296 157 33 67 2194 304 3973 2132 374 14431 36 350 88 103 446 3756 530 692 55 123 233 724 5001 15 49 19928 400 48 1265 2016 278 10683 14854 1193 1877 1314 2266 3877 23126 2253 1806 104 115 16557 180 19145
internal_value=0 -0.00147267 0.0259279 -0.00213368 -0.00788436 0.00267298 0.00493777 0.0104409 0.0219022 0.023271 0.00098817 0.00899836 0.0158563 -0.00815126 -0.00328608 -0.00586049 0.0012223 0.0556553 -0.088533 -0.0602317 0.00326313 -0.00236785 0.0057026 0.000791784 0.0361049 0.0163121 0.0338537 0.0630596 0.0215202 -0.0452111 0.0125216 0.00686648 0.046787 0.0185197 0.00128626 -0.00196953 0.00625528 -0.000956131 0.00499671 -0.00406398 0.0113431 0.0261488 -0.0059677 -0.00391898 -0.00684114 -0.011962 -0.00605981 0.00711642 0.000209234 0.0129036 0.00564411 -0.0137369
internal_weight=0 151.068 3.54266 147.525 49.7331 17.7406 114.019 47.628 13.9123 13.7864 66.391 23.0933 16.4975 6.59584 43.2976 38.7372 5.60434 0.879831 0.833575 0.9915 10.123 8.63453 33.7157 97.7922 3.15182 1.83363 1.54937 1.31819 13.5685 0.337317 0.208956 32.9051 0.958139 4.56047 96.5204 58.3192 38.2012 56.6029 25.8719 16.3309 5.53188 3.36628 30.731 28.4954 24.7983 10.799 8.68489 37.6342 17.1653 20.4689 31.947 31.9925
internal_count=185561 130966 1717 129249 33458 12044 54595 26414 5219 5165 28181 11046 8471 2575 17135 14893 2168 473 462 407 4498 4052 21195 95791 1536 411 356 1125 5098 97 64 20665 557 2242 95099 66530 28569 65265 33980 23297 4384 3191 31285 29019 25142 18913 16660 28291 11630 16661 20108 21414
shrinkage=0.1


Tree=98
num_leaves=53
num_cat=0
split_feature=14 14 3 13 10 3 4 15 15 10 4 2 0 8 0 3 9 12 9 10 13 4 15 16 16 3 12 15 16 15 3 15 2 3 16 9 13 14 14 2 0 4 9 10 8 8 0 15 13 8 14 10
split_gain=0.238332 0.194805 0.243755 0.210245 0.146757 0.138448 0.234856 0.190462 0.136036 0.134919 0.119978 0.313373 0.223116 0.309112 0.202255 0.469833 0.197741 0.188841 0.218384 0.177086 0.176263 0.221052 0.210362 0.193593 0.165937 0.163764 0.155102 0.252938 0.194306 0.188004 0.233106 0.212241 0.196856 0.184904 0.183859 0.263263 0.251082 0.206269 0.198448 0.184468 0.22364 0.52993 0.194874 0.172286 0.203332 0.17246 0.162911 0.162833 0.1605 0.222893 0.153794 0.152956
threshold=-0.69956970431664911 0.17390334686317935 0.028690284350886944 0.41035195771620364 -0.0031876819272099711 -0.92490219045430411 -1.2713528930891254 -0.067971543050817956 -0.080535768177361619 0.10228412177779365 1.4478914075060272 0.012227865401655437 0.046223243698477752 -0.079131274432874418 0.012543205637484791 -0.0068366606719791881 -0.066533785987141589 2.6466800386886358 -0.010798011292806307 -0.0089419423628761489 -0.13902500522884939 0.68141473596130198 -0.03870436372078629 0.006958293854185958 -0.010337888895003993 -0.53028562478721131 2.4757110747844173 0.018124665555652123 -0.033603171197007953 -0.031974542244324826 -0.18905883003026244 -0.044539039164051386 8.6826970800757422e-05 -0.0013648625463247297 -0.094856634470560447 -0.0051654797063821938 0.51736989349144491 -0.23830518692333358 -0.12635121773545763 3.049272709176876e-05 0.00022114589228294793 1.4479227550631293 0.003445237943222251 -0.012736050495463216 -0.012752474166075575 -0.0062473973596752427 0.016716695390641693 0.25008310848795456 0.39795221609995235 -0.0051698419056338037 -0.18720877400222249 -0.0055329471519328889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 4 -4 8 7 -7 -3 -9 11 12 16 -14 15 -13 -2 -15 -19 -18 21 -16 -23 -22 -17 -25 33 29 43 30 31 -28 -32 34 38 36 37 -36 -12 40 41 -37 -43 44 -29 -46 -47 -35 49 -45 -24 -21
right_child=1 2 3 -5 -6 6 -8 9 -10 -11 26 14 13 17 20 24 19 18 -20 51 23 22 50 25 -26 -27 27 28 -30 -31 32 -33 -34 47 35 39 -38 -39 -40 -41 -42 42 -44 48 45 46 -48 -49 -50 -51 -52 -53
leaf_value=0.030251899831657127 -0.079909520791572375 -0.19354597460915077 -0.043207368519877977 -0.059353117302060811 -0.010003389606852818 0.073663142635613715 -0.0038894045696645564 -0.00044375496031514357 -0.014486755710082856 0.12461047295028449 -0.019557358744113323 0.013651897017934995 0.15377398495241187 0.023812691597856966 -0.013368673649117216 -0.057738242805310064 0.014674774776691263 0.086761397203394 -0.045960509992813398 -0.012534493344861106 -0.0053663631901300322 0.044313542539194756 0.0694458494366305 0.041560073507250501 -0.0085744226677255935 0.0026687498623944941 0.063232013414042137 0.018880974250756258 -0.038228503082904361 0.036856102119185323 -0.066985101871105318 -0.04619408813919549 0.0057302884180797211 0.0057373187344862764 0.068786349610776232 -0.1202364056202532 -0.077659085648822651 0.0096910010815562577 -0.068981438664983588 -0.0038492406049520592 -0.012406013710786513 -0.044627234801496794 0.03319673596858734 0.086094170728215666 -0.11720653758027444 0.078199870650931327 -0.077514630665323353 0.11621702713118792 -0.050159505856691912 -0.0061190548029338996 -0.01386762508962964 0.0046842177436058367
leaf_weight=2.5251136901988493 0.2563298108343578 0.053182385629042983 1.5369608754635908 1.1543923706344674 9.4139365742162209 0.73770765811423178 9.1527141716250657 1.1107933858238528 0.1138600488056899 0.075931852785288245 3.90125817538501 18.475401146718472 0.15672938429633987 8.3568335615653915 23.460968534625753 1.2169957533506024 14.020614732669396 0.13139817731462244 0.74242369079547721 6.4527085487565037 46.804358973688863 1.3376957595355636 0.22992563593652482 1.0887777319003351 1.5630338473158634 50.927992619782117 0.73408227961772354 0.5503668253950309 1.7287053237814687 2.9583005221102194 0.62545180563756708 0.21789370533952057 0.87829653088920168 4.4378369526384658 0.76144638239929996 0.75005294708534576 0.24609185458393756 2.4744912142996354 1.0175578774360499 6.9637785634386091 3.4037400780725875 0.84835630591260247 0.49622694961726665 0.59106653942581 0.28387980189290829 0.11219565029023193 0.12172194506274536 0.1200552875525317 0.18993636316008622 0.45654329226454193 2.1018400333232412 25.440279980768317
leaf_count=751 110 10 1952 1128 11329 254 7656 401 40 16 986 8440 24 7133 26470 867 7700 121 600 3571 39272 1221 143 653 1168 35975 157 125 522 825 108 42 508 2650 187 48 53 668 239 2227 533 98 62 149 37 17 29 58 63 133 1987 15574
internal_value=0 -0.000512466 -0.00922474 -0.0190612 -0.0147254 0.00137825 0.00280535 0.0343927 -0.0845064 0.00926141 0.000344207 0.00127611 0.00767409 0.0217141 -0.00113918 0.00787986 0.00481226 0.0191835 -0.0246843 0.00531569 -0.00266211 -0.00979894 0.0129793 -0.000701361 -0.0303243 0.00349657 -0.00507269 0.00585917 -0.0130621 0.0199555 -0.000521145 0.0378022 -0.024939 -0.00913709 -0.0131219 -0.00789039 0.0163619 0.0238935 -0.0299912 -0.0146802 -0.0283417 -0.0539179 -0.015848 0.00595299 -0.0232654 -0.0672111 -0.00258233 0.00908309 0.0311449 0.0464708 -0.00519386 0.00119547
internal_weight=0 260.983 23.3495 12.1053 10.9509 11.2442 11.0771 1.92443 0.167042 1.18673 237.634 202.764 55.5573 9.38738 147.207 21.2554 46.1699 9.23066 0.873822 45.9136 125.952 27.1304 3.66946 98.8211 2.78003 52.0168 34.8693 9.44844 4.03442 5.41402 2.45572 0.951976 1.50375 25.4209 20.863 15.9442 3.48203 3.23594 4.91882 12.4622 5.49838 2.09464 1.34458 2.30571 1.06816 0.517797 0.233918 4.55789 1.23755 1.04761 2.33177 31.893
internal_count=185090 184339 22786 14409 13281 8377 8327 671 50 417 161553 151029 34833 7878 116196 10475 26955 7854 721 26845 105721 29821 3351 75900 2035 36628 10524 2715 1075 1640 815 199 616 7809 5101 3876 908 855 1225 2968 741 208 160 553 208 83 46 2708 345 282 2130 19145
shrinkage=0.1


Tree=99
num_leaves=53
num_cat=0
split_feature=14 1 16 4 3 13 4 6 11 4 6 14 16 16 6 1 4 11 4 4 6 16 3 4 14 8 0 1 11 0 8 3 2 2 6 16 13 12 14 4 14 14 2 4 0 11 4 11 4 14 1 6
split_gain=0.231887 0.211106 0.119147 0.110993 0.106471 0.099803 0.131292 0.202371 0.136878 0.147531 0.129629 0.134179 0.104579 0.111555 0.099272 0.112503 0.0944258 0.204595 0.0934821 0.0929617 0.138373 0.0935895 0.0925585 0.22481 0.175408 0.166847 0.130669 0.17176 0.13961 0.1287 0.20497 0.186598 0.16037 0.149665 0.14345 0.152048 0.11984 0.116989 0.116343 0.116218 0.110976 0.171579 0.108132 0.14827 0.142262 0.114215 0.215833 0.165167 0.131202 0.120859 0.136629 0.107719
threshold=-0.69956970431664911 0.00022147136041894558 0.19960355625417051 0.15566964870494759 0.043158102780580528 -0.54218399022269492 -0.075848080774288409 0.14380950110065255 -0.0060294910333753291 -1.1307580655359939 -0.24580263177593256 -0.50333918981332582 -0.0047291389083482308 -0.1560426167006265 0.25481039497758534 0.92513790726661693 0.36051065070322907 -0.00096987731653770616 0.14750593360995432 0.68141473596130198 0.25747791336905573 -0.17630569358451326 0.17738819448277357 1.3091678732001313 0.34020652249387545 0.016161208197988778 0.27554477751255041 0.46762439608573919 -0.1020415014100567 0.15019672363996509 0.001409877577640721 0.10227597295306624 0.005690821912139655 0.12814036011695865 0.050444028960249666 -0.12157708731561334 -0.17206347640677053 1.0864632841872253 0.32560317210674378 0.47528334058827432 -0.26126830432734682 -0.42537865495966032 0.47755043208599096 0.63965676198111765 0.11419861763715745 0.01810782805457831 -1.3752011157201827 0.040261479606516028 -1.3061937576891089 0.25261083352599767 0.084692757576704039 0.26247601891240685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 -4 6 7 -3 9 -9 -8 -12 13 -10 -1 18 17 -5 -16 20 -13 -21 29 24 26 38 27 51 -28 31 33 42 -32 34 35 -31 -34 -29 -25 -33 41 -37 45 -44 -45 -7 -47 -48 -49 50 -50 -24
right_child=1 5 4 16 -6 22 10 8 12 -11 11 19 -14 -15 15 -17 -18 -19 -20 21 -22 -23 23 25 -26 -27 28 37 -30 30 32 39 36 -35 -36 40 -38 -39 -40 -41 -42 -43 43 44 -46 46 47 48 49 -51 -52 -53
leaf_value=0.038657725853556098 -0.059663326080914181 -0.048338567172589469 -0.044654559895963543 0.29339171186294039 0.050000580411416085 0.00028300075424009269 0.055690202364717993 0.092654568483934815 0.039080188177818241 -0.01832467110975505 -0.091323877586133154 -0.043993430443345936 0.024260954067985591 -0.11897621874857554 -0.00037233249748772019 0.046496175085524762 -0.015772143468318085 0.0030947651239685691 -0.11163401612200263 -0.053532499154736901 0.063380212126737001 0.056930500211845231 -0.027428487106641072 0.016308792157084969 -0.054577464177040437 0.071537064641392104 0.067261842984670125 -0.15002015740358146 -0.0053152813048014478 0.046326786638926282 0.094862294287697935 -0.03932803649221156 -0.008224920182149249 -0.020798753157045772 0.027440237150304993 0.080281646269074192 0.025589844036798173 0.015833322292419055 -0.043351849020648134 0.0063095507694596389 -0.0066498894116922757 -0.1082758945150538 -0.03262836848188453 0.0081577767406164556 -0.047843446113504731 0.039794129269260868 0.015778796467515354 -0.083194894096423957 -0.040319382185265838 0.063609486712807486 0.0020069308069267646 0.023922258750314975
leaf_weight=2.1073022717491763 0.56421997069329854 1.753728049485517 0.1416520184748159 0.013443074738461291 0.47411328641464934 192.58998067069012 0.39116885345720209 0.26736571770743467 0.051004894296511338 0.19808125703821133 0.15386049266453472 0.52089410110238421 0.16530602771308611 0.15065033064183808 0.17134395905304689 0.18622831509128446 9.1152707584506043 0.1132355632657881 0.11759611856541596 0.079824069482128834 0.13788017116712581 0.3890533541853074 2.7558979045232395 2.1996721184477792 0.89459085450698772 0.46826825875905331 0.25504612384247494 0.1559705154995753 9.5398380775992546 0.49112290532138958 0.27523280434252129 1.8922769431810587 1.2909231292566969 2.591472063353649 2.2889613564266256 0.046858726396749262 5.3916993495756742 0.052182131490553729 0.36616947350375983 0.78210870299699298 2.8720151924899251 0.2197681172438023 2.2942676960230974 3.0527085612266096 0.51466731223445084 2.0558042475004177 5.1849083611295992 0.22103996052464969 1.0902110036436177 0.21257667825375381 2.4428068887937116 0.46510016118440933
leaf_count=639 1362 2274 96 46 358 113462 272 78 43 88 54 1203 125 84 59 29 6309 568 24 43 88 444 3698 1348 1613 257 121 67 16468 399 164 2439 1557 3345 1589 28 4964 39 203 691 2466 107 6456 3426 428 696 2774 67 509 109 953 361
internal_value=0 -0.000606662 -0.0145382 -0.0172283 0.0275903 -2.30679e-05 -0.0151682 -0.0292163 0.0112373 0.0464778 0.00662959 -0.00889712 -0.0335424 -0.0790708 0.0294063 -0.0115375 -0.0145292 0.0659249 -0.0494634 0.00357973 -0.0204562 0.0368687 0.000241319 -0.00683881 -0.0121465 0.0177872 -0.00920741 -0.0259547 -0.00330825 0.000774918 0.00957605 0.000133033 0.0222837 -0.000838137 0.00793722 -0.0044346 0.0190532 -0.110449 0.00755739 -0.0260276 -0.0125915 -0.0722191 0.000468891 -0.0129015 -0.000116713 0.000854531 0.01066 0.00405152 -0.0112795 -0.00666644 -0.0111891 -0.0199239
internal_weight=0 259.635 10.4219 9.80617 0.615765 249.213 4.25882 2.58614 0.832408 0.465447 1.67268 1.28151 0.366961 0.201655 2.58247 0.475168 9.24195 0.126679 0.28894 1.12765 0.658774 0.468877 244.954 17.1527 14.1186 3.03411 13.224 3.42915 9.79488 227.801 15.4681 212.333 6.95786 8.5102 5.91873 3.62976 6.68262 0.208153 2.56584 2.67439 3.13864 0.266627 209.659 5.86164 3.56738 203.797 11.2073 9.15154 3.96663 3.74559 3.53302 3.221
internal_count=185090 184339 8739 8285 454 175600 4796 2692 418 166 2104 1832 252 127 751 112 6923 614 83 1778 1291 487 170804 24175 22367 1808 20754 4165 16589 146629 14619 132010 6685 7934 4589 3000 6521 106 1551 3130 2601 135 128880 10310 3854 118570 5108 4412 1638 1571 1462 4059
shrinkage=0.1


end of trees

feature_importances:
protbert_core_score_wt=501
protbert_core_features_protein_wt_0_pc=486
proteinsolver_core_score_change=388
protbert_core_score_mut=378
protbert_core_features_protein_wt_8_pc=358
protbert_core_features_protein_wt_5_pc=355
protbert_core_features_residue_change_0_pc=299
proteinsolver_core_score_mut=292
protbert_core_features_protein_change_2_pc=276
protbert_core_features_protein_change_4_pc=265
protbert_core_features_protein_change_6_pc=249
protbert_core_features_protein_change_8_pc=247
protbert_core_features_residue_wt_0_pc=240
protbert_core_features_protein_change_5_pc=237
protbert_core_features_residue_change_1_pc=235
protbert_core_features_residue_change_9_pc=203
protbert_core_features_residue_change_5_pc=191

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 53]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 18]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.42749]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 2]
[bagging_seed: 3]
[feature_fraction: 0.726846]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 1.27092e-08]
[lambda_l2: 0.0175951]
[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]
[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: ]
[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: 20]
[lambdarank_norm: 1]
[label_gain: 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[eval_at: 1000000]
[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]

end of parameters

pandas_categorical:[]
