tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=29
objective=regression
feature_names=B01_mean B02_mean B03_mean B04_mean B05_mean B06_mean B07_mean B08_mean B09_mean B11_mean B12_mean B8A_mean WVP_mean AOT_mean percent_water green95th green5th green_red_ratio green_blue_ratio red_blue_ratio green95th_blue_ratio green5th_blue_ratio NDVI_B04 NDVI_B05 NDVI_B06 NDVI_B07 AOT_range month days_before_sample land_cover
feature_infos=[15.594890510948906:1252.3636363636363] [67.037579319029163:1538.282643312102] [84.510080339548281:1769.4327323162274] [35.45313523744813:1822.8014545454546] [21.277387524961824:1583.4749999999999] [7.8331476943640013:1419.2490450725745] [14.388888888888889:1434.6892177589853] [24.61488077669415:3000.0799001248438] [14.831098615916956:3550.5] [30.183052125553775:1118.3977850750114] [28.586890547263682:960.95206019782756] [7.4465793448386854:1300.0372836218376] [275.72854301955192:4324.7217098931624] [58.524590163934427:345.57674138104335] [2.3795359904818562e-05:1] [122:3628] [1:979.10000000000002] [0.78860792410364022:2.4795371297553248] [0.58169777812201529:2.3130811415881953] [0.2457410069834273:2.2340025351257244] [0.74634309037760205:5.7120267339545814] [0.033739755446961582:1.7321480169659089] [-0.49234558554022478:0.46801715698574536] [-0.49320147155117838:0.87061948012155033] [-0.11361036705040899:0.91848665842770194] [-0.1435088179006124:0.89612182315373801] [0:52] [1:12] [0:30] [10:210]
tree_sizes=2656 2777 2775 2792 2776 2788 2771 2793 2778 2766 2791 2759 2779 2780 2788 2776 2797 2808 2815 2793 2781 2801 2775 2766 2816 2837 2784 2802 2782 2799 2779 2782 2775 2785 2796 2786 2803 2766 2783 2804 2783 2783 2774 2789 2773 2779 2813 2805 2767 2798 2779 2796 2776 2786 2750 2784 2794 2781 2744 2751 2773 2769 2778 2794 2767 2814 2766 2791 2782 2797 2771 2786 2761 2781 2786 2768 2806 2789 2762 2758 2762 2796 2772 2748 2774 2772 2755 2788 2754 2782 2760 2784 2767 2766 2787 2781 2771 2791 2810 2762 2781 2749 2797 2791 2786 2798 2790 2763 2805 2782 2779 2782 2791 2806 2784 2764 2764 2771 2806 2772 2760 2765 2768 2770 2753 2792 2784 2792 2755 2784 2779 2801 2806 2790 2791 2785 2760 2796 2801 2772 2791 2793 2797 2768 2787 2813 2776 2784 2768 2773 2774 2784 2802 2787 2772 2826 2764 2768 2808 2798 2747 2805 2778 2776 2749 2789 2800 2785 2775 2793 2804 2751 2789 2754 2792 2775 2824 2756 2762 2789 2797 2797 2788 2803 2796 2772 2805 2769 2795 2808 2791 2773 2811 2769 2811 2825 2757 2783 2773 2803 2791 2770 2791 2774 2786 2801 2799

Tree=0
num_leaves=31
num_cat=0
split_feature=29 18 29 13 18 12 8 25 26 17 25 12 21 19 18 12 21 18 12 19 8 25 24 21 18 2 8 25 18 15
split_gain=8844.7 1910.5 1400.94 1039.96 887.263 469.241 307.684 261.263 250.175 358.557 189.067 184.604 172.07 163.609 156.261 150.016 138.632 129.521 135.464 127.024 120.837 126.953 118.526 110.776 106.36 100.589 96.8803 92.4931 88.2027 85.2157
threshold=20.500000000000004 0.94013649554704848 95.000000000000014 71.926511870015446 1.1981054773620397 2589.9839056721808 1476.5505822027565 0.087522038687537565 6.5000000000000009 1.0204593687114529 0.010935023372047959 1452.4152091039875 1.1178092182522963 0.81385757529624325 1.2659520683201804 1071.9353804145485 0.46865859278429695 1.0801053102231126 1181.6927289046273 1.3436319784946884 397.01666886993308 0.44497708851924167 0.42890703783638656 0.41208024963950801 1.1794193850737178 1146.863514531278 2207.5878378378384 -0.045321505102603389 1.1880043839472154 3627.7500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 15 6 7 17 14 11 -4 9 16 19 27 -13 -11 22 -2 -6 18 -5 -10 -15 -22 -1 -8 -24 28 -18 -3 -19 -27
right_child=1 2 3 4 8 -7 23 -9 10 13 -12 12 -14 20 -16 -17 26 25 -20 -21 21 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=11.049657484129707 10.201294424880343 10.758219210587828 10.672389950518472 10.319721753170761 11.104382066709251 10.720184546186932 10.590348171287811 10.523311123539001 10.809615313885789 10.655239001680213 10.651876233261961 10.639363363074787 10.836671054903466 10.756668554160891 11.104214571889813 10.391153373269615 10.810632738464768 10.710017952459481 10.601342629573235 10.562682875968077 10.87898079893414 10.70560815510531 10.707015746971072 10.499526314353446 10.983840797384449 10.575013176323264 11.059416543252489 10.545383282606892 10.541618157980462 10.795487625274854
leaf_weight=114 64 22 182 20 52 41 189 332 221 75 183 381 50 226 405 119 49 365 117 23 272 50 23 464 35 142 23 284 34 20
leaf_count=114 64 22 182 20 52 41 189 332 221 75 183 381 50 226 405 119 49 365 117 23 272 50 23 464 35 142 23 284 34 20
internal_value=10.6952 10.6403 10.6556 10.7021 10.7367 11.0471 10.5758 10.5761 10.7898 10.8247 10.7287 10.6201 10.6623 10.7938 11.0703 10.3248 10.98 10.6474 10.5602 10.7863 10.8127 10.8521 10.9904 10.5258 10.8741 10.6687 10.8901 10.5607 10.6957 10.6022
internal_weight=0 3959 3776 2386 1872 618 1390 514 1174 747 427 737 431 623 577 183 124 698 137 244 548 322 172 653 58 561 72 306 399 162
internal_count=4577 3959 3776 2386 1872 618 1390 514 1174 747 427 737 431 623 577 183 124 698 137 244 548 322 172 653 58 561 72 306 399 162
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=29 18 29 4 10 27 18 18 7 23 23 22 18 27 25 20 25 22 4 1 16 21 25 26 27 26 29 27 23 9
split_gain=7164.21 1547.5 1137.46 558.199 559.38 492.667 364.12 315.649 298.497 252.2 250.654 207.417 185.453 143.631 117.366 116.586 110.788 150.604 114.681 144.198 106.804 112.385 106.1 105.91 105.565 105.022 104.103 96.838 106.867 91.5111
threshold=20.500000000000004 0.94013649554704848 110.00000000000001 283.17774320631264 238.12049626787555 5.5000000000000009 1.1981054773620397 1.1822171336864014 2035.9370760170141 0.63828867518138965 0.36589345686543756 -0.16351976930987447 1.0976697102084612 6.5000000000000009 -0.069743334044349445 2.5816606568829692 0.43349731761240912 0.11999604212407632 591.08746485953134 339.59968520433648 356.47500000000008 1.0713687813261041 0.88150905047568873 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 140.00000000000003 6.5000000000000009 0.11360623912395111 372.1617475998284
decision_type=2 2 2 2 2 2 2 2 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 13 5 4 9 -3 24 10 20 12 -1 14 -4 -2 -8 -12 17 18 19 -13 -7 -22 -11 -18 -5 -10 -16 28 -14 -21
right_child=1 2 3 6 -6 8 11 -9 25 22 15 16 27 -15 26 -17 23 -19 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.31109962007257996 -0.44863810539245608 -0.18555118026377837 -0.18962229237963374 -0.10893197856843471 0.3423090062104166 -0.060767682601194729 0.088744333464585781 0.3448087092593452 -0.051555167369189719 -0.17879286687305795 0.13825682163238526 0.17268162533467593 -0.14244709088204383 -0.26530287681066472 0.12181559240116793 -0.19533963718197564 0.16628437943947622 0.24650625933006587 0.15845148265361786 -0.00093690017562600512 -0.018952617119479726 0.14561878973787482 0.023147643691506879 -0.025739286587052393 -0.0031963811243377613 -0.23589580213157541 -0.069499541717533281 0.028935001432679255 0.11169816347814741 0.21388566927476363
leaf_weight=41 68 505 65 120 32 536 112 535 42 253 20 86 78 115 34 22 39 83 210 201 169 55 29 109 443 117 174 241 21 22
leaf_count=41 68 505 65 120 32 536 112 535 42 253 20 86 78 115 34 22 39 83 210 201 169 55 29 109 443 117 174 241 21 22
internal_value=0 -0.0494305 -0.0356669 0.007039 -0.0663793 -0.106204 0.0393646 0.316659 -0.0626013 -0.0854158 0.135214 0.0736171 -0.0348576 -0.333427 0.00621305 -0.0364842 0.102376 0.121433 0.101431 0.0626789 -0.0365335 0.0214555 -0.158026 0.0248615 -0.0257333 -0.187202 -0.0382269 -0.00527022 -0.0885375 0.0202564
internal_weight=0 3959 3776 2352 719 1424 1633 618 919 687 83 1070 405 183 320 42 750 602 519 309 760 224 282 148 563 159 208 340 99 223
internal_count=4577 3959 3776 2352 719 1424 1633 618 919 687 83 1070 405 183 320 42 750 602 519 309 760 224 282 148 563 159 208 340 99 223
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=29 14 14 29 29 3 18 18 14 23 6 18 10 26 2 16 23 4 15 23 18 25 16 6 28 23 4 26 28 20
split_gain=5803.01 1491.49 1016.07 323.028 294.522 256.473 255.676 246.444 214.627 208.96 201.389 153.717 144.217 125.866 255.111 118.954 110.399 108.575 97.5862 217.6 159.76 134.464 190.165 125.586 119.954 100.864 96.4347 94.3295 86.5236 86.2695
threshold=20.500000000000004 0.67497657696828306 0.0048534880146433512 95.000000000000014 95.000000000000014 1822.1481499531399 1.1822171336864014 1.1216631359218698 0.00099962939797582778 0.54806440257935585 395.75726690641176 1.2830296112377688 245.26959725525364 6.5000000000000009 1014.9118339301052 424.15000000000003 -0.029360584378266944 341.44689773723644 1278.8499999999997 0.14926262663294354 1.4044970077200249 -0.0049201326073891926 405.22500000000008 213.33447892109044 4.5000000000000009 -0.094222634800164309 162.74694580766422 6.5000000000000009 1.0000000180025095e-35 1.8268440332824383
decision_type=2 2 2 2 2 2 2 2 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 15 8 9 16 12 -1 18 -10 17 -12 -15 28 -6 -5 19 21 -21 26 23 25 -24 -23 -9 -20 -4 -8
right_child=1 -3 4 5 7 -7 29 10 11 -11 13 -13 -14 14 -16 -17 -18 -19 27 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.23796981200575829 -0.1505586469953849 -0.31938249543309216 -0.19808160152853183 -0.16228990441980376 0.026246079778538486 0.20437596230893523 0.13614642487631903 -0.17045222327113152 -0.028734436647918745 -0.094823997390681314 0.14025467401891425 0.18290082046931441 0.082110987621773449 0.088160722143948086 -0.19213021056583296 0.035900457531002399 -0.10491493447069927 -0.042277940092081169 -0.015971627434094745 0.069735869341793488 0.34746207735117746 0.015501204670660877 -0.34813540398276283 0.10170315489816813 -0.075357617535873472 -0.15182130924258075 0.053916838941972557 -0.2471715188920498 -0.055180544338104091 0.31958552256930534
leaf_weight=54 669 188 46 261 101 37 27 20 156 29 286 44 36 194 39 141 176 106 60 53 34 88 28 81 38 61 454 25 537 508
leaf_count=54 669 188 46 261 101 37 27 20 156 29 286 44 36 194 39 141 176 106 60 53 34 88 28 81 38 61 454 25 537 508
internal_value=0 -0.0444875 -0.0307828 -0.101971 0.00706658 -0.0511815 0.284993 0.0293899 -0.0668625 0.121692 0.0457863 0.0178253 -0.108891 0.0958053 0.0412451 -0.0465217 -0.0570909 -0.127627 0.0182281 0.0283646 0.178273 0.011427 -0.0414541 0.00148244 -0.191082 -0.053 0.0444498 -0.0839716 -0.0664558 0.310328
internal_weight=0 3959 3771 1309 2462 640 618 1738 603 83 1461 200 403 519 233 724 277 367 942 857 87 770 296 230 66 149 474 85 583 535
internal_count=4577 3959 3771 1309 2462 640 618 1738 603 83 1461 200 403 519 233 724 277 367 942 857 87 770 296 230 66 149 474 85 583 535
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=29 14 14 12 12 18 29 13 12 5 14 17 18 27 25 5 14 16 10 18 10 26 20 13 28 13 23 4 14 20
split_gain=4700.44 1211.29 810.297 305.944 305.627 312.086 261.652 375.428 376.479 235.199 168.716 163.814 131.823 120.373 118.39 114.937 114.608 114.074 105.072 99.3868 131.731 96.7515 123.52 110.052 95.9325 109.377 130.282 92.5498 91.5157 89.4773
threshold=20.500000000000004 0.98622967592153576 0.0048534880146433512 2589.9839056721808 588.54293071791926 1.1981054773620397 95.000000000000014 93.914653865060203 1977.5843829222197 322.53544191128441 0.00099962939797582778 1.0157949656284468 1.5655049828696026 5.5000000000000009 0.36865905589262687 157.52707803837043 0.00033809075262644265 241.05000000000004 171.65685805194906 1.2929582357445835 190.01823337336145 7.5000000000000009 1.9372206440479014 84.014007490636729 1.5000000000000002 132.00032981530345 -0.0056610609953129309 162.74694580766422 0.00023795643021131918 2.8961761506231816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 19 -4 24 13 10 11 12 -8 -9 17 15 -15 -2 28 18 27 20 -1 23 -23 -19 25 26 -6 -7 -16 -11
right_child=1 -3 4 -5 5 9 7 8 -10 29 -12 -13 -14 14 16 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.052691572747732465 -0.35068819630477166 -0.29724854412994212 -0.10349553005466071 -0.0074567521672423299 -0.040505644955016955 -0.12675953565431494 -0.1476570106847824 0.31385547791474633 -0.037909541800947431 0.082229004875218753 0.031785908364690842 0.032976310813065728 0.077276324392439352 -0.27293039577347894 -0.09668610126264697 -0.15999280718949888 -0.023464435229610121 -0.0849877398680004 0.25154808028177783 0.30747176965077716 0.25769214463633533 -0.028139151670578601 -0.22903593646870421 0.042289617646738525 -0.018591687031863379 -0.017083648604861761 -0.33109478930580538 0.050645839637044165 -0.2692004294657126 0.22227496737893673
leaf_weight=38 36 175 233 41 27 35 289 56 198 521 64 33 228 35 123 259 175 117 22 360 179 69 55 162 677 59 36 184 41 50
leaf_count=38 36 175 233 41 27 35 289 56 198 521 64 33 228 35 123 259 175 117 22 360 179 69 55 162 677 59 36 184 41 50
internal_value=0 -0.0400387 -0.0281434 0.256494 0.00550995 0.0168383 -0.0917738 -0.0460633 0.0388782 0.0446009 -0.115123 0.209709 0.0119313 -0.135503 -0.0978301 -0.183264 -0.0797519 -0.0112033 0.0432212 0.27525 0.221793 -0.0437499 -0.117247 -0.0110848 -0.0333011 -0.114926 -0.206557 0.0222934 -0.139815 0.0944922
internal_weight=0 3959 3784 618 2475 2242 1309 640 287 1443 353 89 872 669 374 295 339 644 241 577 217 403 124 279 799 122 63 219 164 571
internal_count=4577 3959 3784 618 2475 2242 1309 640 287 1443 353 89 872 669 374 295 339 644 241 577 217 403 124 279 799 122 63 219 164 571
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=10 26 4 19 22 19 27 27 21 8 19 12 23 21 12 22 2 12 12 6 12 28 4 5 2 19 22 12 28 8
split_gain=1088.16 790.219 692.342 539.204 446.036 380.174 296.86 279.353 262.14 191.287 189.603 180.231 170.096 166.554 161.653 152.221 128.523 114.206 110.075 105.207 118.538 104.571 103.383 121.616 100.467 236.112 99.4398 91.2415 88.4411 85.6591
threshold=179.00666666666669 1.0000000180025095e-35 268.59701299838076 0.86024201226309571 0.39915465439183795 0.59050975689982843 5.5000000000000009 6.5000000000000009 0.44137042750736966 1590.9421944035348 1.1133409278315656 1853.4061695468636 0.66134315862621795 0.7381192800341313 3836.6466020569401 0.1934548440443539 934.02434956566105 604.3931401456133 1632.8257850668281 194.70763638834163 838.84426271434154 4.5000000000000009 184.97916666666671 185.78250008734236 861.06784232925122 1.3121680262066355 0.053627677608232727 3350.6699175546059 1.5000000000000002 1119.3774535123969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 11 13 8 9 16 10 18 -5 17 -1 19 27 -4 26 -3 -9 -21 -17 -19 -24 -11 -26 -7 -8 -22 -12
right_child=1 7 6 4 -6 12 15 14 -10 24 29 -13 -14 -15 -16 21 -18 22 -20 20 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.31085675319232647 -0.17565125320916591 -0.1155440819045875 0.31601396103700008 0.24125184267806843 -0.094913898619278431 -0.17965830000553362 0.074457351442988817 0.22059012862543265 -0.091972492711621348 -0.22069463437044759 0.063789918560594808 0.09260499512288467 -0.13258337695126599 -0.038176621310412884 -0.087519900947809218 0.05600471880047693 0.00065349313829626355 -0.094059581675020792 0.0099795824044022746 -0.13058731957370867 0.17162383324410543 -0.06234198097986432 0.053979223341476625 -0.074148254192851745 -0.10840449973733889 0.24073526263237 0.05651665641502901 -0.0080420089215040205 0.058545684397847575 0.25744048820010257
leaf_weight=112 46 113 24 392 53 94 573 48 415 55 124 103 373 28 65 109 28 145 183 29 83 237 205 116 162 22 22 175 415 28
leaf_count=112 46 113 24 392 53 94 573 48 415 55 124 103 373 28 65 109 28 145 183 29 83 237 205 116 162 22 22 175 415 28
internal_value=0 0.0573331 -0.0414672 0.153196 0.1808 -0.102427 0.00129419 0.0144222 -0.0654517 -0.0298624 0.00867872 0.210321 -0.0798662 -0.256321 0.061959 0.0297863 0.146204 -0.0460801 -0.0379399 0.0788566 0.0659473 -0.0250594 -0.0239787 0.0076777 -0.102107 -0.0666595 -0.134866 0.055156 0.077392 0.0994624
internal_weight=0 1921 2656 594 548 1095 1561 1327 467 687 448 495 955 140 640 1094 52 582 296 575 527 346 466 321 239 184 116 748 498 152
internal_count=4577 1921 2656 594 548 1095 1561 1327 467 687 448 495 955 140 640 1094 52 582 296 575 527 346 466 321 239 184 116 748 498 152
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=18 13 26 14 24 27 14 0 9 21 14 12 13 13 3 27 13 13 3 21 13 26 14 14 2 12 13 12 12 12
split_gain=1176.87 1491.2 692.98 692.394 346.352 291.675 225.282 206.124 191.778 167.97 151.111 150.596 141.331 178.8 136.74 132.26 123.167 117.663 114.954 113.169 208.619 108.741 102.89 99.9319 121.143 99.7918 92.8689 89.6423 86.8479 76.5906
threshold=1.214485366337841 71.926511870015446 1.0000000180025095e-35 0.67497657696828306 0.012069228950652208 6.5000000000000009 0.00033809075262644265 218.17658739245644 213.98261567688328 0.40291657209458753 0.00031161795181965666 3350.6699175546059 69.761177347242935 65.999617274430577 1619.8184847593845 6.5000000000000009 212.46999575029582 161.00704225352115 166.04216637610466 0.58819491149278524 80.993322111059527 7.5000000000000009 0.12481507821499364 0.019310275165428742 801.97233505495763 1827.9104189968393 72.249363761438261 1130.9384593349685 905.53955014878363 604.3931401456133
decision_type=2 2 2 2 2 2 2 2 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 10 4 6 -3 7 17 -4 11 -9 -2 18 13 15 19 -12 -13 -1 -7 -8 26 -22 -10 24 -11 -6 -21 -26 -15 -17
right_child=1 2 5 -5 25 8 14 9 22 23 12 16 -14 28 -16 29 -18 -19 -20 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.12875919998672522 -0.16823056809793133 0.024766686898056823 -0.18345472201971072 -0.24750433733065924 0.24940220430638629 -0.11114052650358142 -0.055325487975373358 0.27139786005020144 0.19481932015058775 -0.13628312123447572 -0.14115142262486374 0.02144433578742402 -0.15943435792766869 0.18051611537880757 0.17306200459599497 -0.094020924104664186 -0.21290247672886561 0.066563003071967303 0.095081965310686856 -0.034150949080403038 0.084683771817819095 -0.010031370304381887 0.072410449175869376 0.041138590718604158 0.19758591340935749 0.091428533701433085 -0.21159242612344251 -0.02808472839991252 -0.010084337194760642 0.010590160336937304
leaf_weight=332 138 101 56 180 359 29 679 25 206 89 137 70 105 51 35 104 33 34 398 65 222 267 103 303 23 45 54 75 45 214
leaf_count=332 138 101 56 180 359 29 679 25 206 89 137 70 105 51 35 104 33 34 398 65 222 267 103 303 23 45 54 75 45 214
internal_value=0 0.0421074 0.0898812 -0.0610647 0.190398 0.0538804 -0.0411837 -0.00125149 0.0914016 0.0185609 -0.0731153 0.054896 -0.0531063 -0.0328441 -0.0219616 -0.0590102 -0.0536377 -0.110615 0.0810762 -0.0272653 0.00407174 0.0329681 0.154016 0.00566105 -0.0518239 0.231806 -0.114671 0.0248788 0.0911722 -0.0236223
internal_weight=0 2709 1915 1868 505 1410 1688 571 839 515 794 530 656 551 1322 455 103 366 427 1287 608 489 309 490 187 404 119 98 96 318
internal_count=4577 2709 1915 1868 505 1410 1688 571 839 515 794 530 656 551 1322 455 103 366 427 1287 608 489 309 490 187 404 119 98 96 318
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=29 27 19 18 13 29 16 4 22 8 13 26 6 26 24 18 22 17 10 13 24 10 9 18 19 13 10 1 15 9
split_gain=2917.41 635.553 353.245 331.882 375.365 231.091 321.432 164.932 135.729 123.297 120.234 238.629 123.476 119.397 117.61 116.245 109.248 107.798 101.221 130.285 125.018 100.727 96.4285 79.2108 73.8097 72.768 70.178 97.8721 72.9536 69.2905
threshold=20.500000000000004 5.5000000000000009 0.85462934077504515 1.2156467694122772 71.926511870015446 95.000000000000014 118.95000000000002 283.17774320631264 -0.10069198191634122 501.19979784366581 77.999234393404024 1.0000000180025095e-35 259.79792238805976 33.500000000000007 0.015327880082314173 1.2659520683201804 0.16233490425485611 0.99740587461646391 124.06398621481908 212.82291254144528 0.32857942265425383 175.82203778429937 251.21436792356869 0.96875982379676773 1.3966686596101403 72.249363761438261 62.907646457699364 725.75243157467673 708.87499999999966 230.89285714285717
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 7 -5 17 -7 29 9 26 12 -12 -8 18 -11 16 -1 22 19 20 -10 -18 -4 -9 -20 -14 28 -28 -6 -3
right_child=1 3 5 4 8 6 10 23 13 14 11 -13 25 -15 -16 -17 21 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.20488005204028203 -0.27878916377259283 -0.066967908149019775 -0.14135204467922449 -0.049258338078551817 -0.13248867740092629 0.3343755964513706 -0.15856723972721726 -0.15897773762007017 0.12536204425569356 -0.0046726881249530899 0.21845437081121821 -0.044223672500916876 0.080088743581436583 -0.15287884235382082 -0.28891021149853863 0.2324052814905902 -0.10417535448515858 -0.096413139787294877 0.10845266053053951 -0.13466178968767911 -0.039298626360003697 0.1272395272889445 -0.31143597877025608 -0.0091653627004672986 0.2267379217623518 -0.13005012589005324 0.067384927935687886 -0.16059657379984857 0.09405080548354558 -0.15138990260434873
leaf_weight=114 97 369 100 483 44 23 141 37 153 37 41 221 45 20 24 415 27 343 280 34 66 62 50 765 65 26 322 20 21 132
leaf_count=114 97 369 100 483 44 23 141 37 153 37 41 221 45 20 24 415 27 343 280 34 66 62 50 765 65 26 322 20 21 132
internal_value=0 -0.0315435 -0.0966704 -0.00689412 0.0240844 -0.0788264 -0.0307072 -0.0441967 0.0567036 0.0160787 -0.0484221 -0.00311757 -0.104412 0.0874681 -0.116504 0.202072 0.140061 -0.127336 0.0955065 0.0474632 0.0757383 0.057035 -0.198047 -0.0160769 0.130738 0.00313648 0.0359498 0.0540527 -0.059299 -0.0892108
internal_weight=0 3959 1087 2872 1569 990 497 1303 1086 468 474 262 212 618 61 618 203 493 598 253 219 89 150 802 345 71 407 342 65 501
internal_count=4577 3959 1087 2872 1569 990 497 1303 1086 468 474 262 212 618 61 618 203 493 598 253 219 89 150 802 345 71 407 342 65 501
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=29 14 29 13 27 19 21 22 14 2 26 22 24 27 0 21 27 26 2 21 26 19 14 10 8 19 27 26 13 10
split_gain=2363.1 566.91 439.321 334.146 195.032 155.472 248.464 200.691 135.122 115.58 105.734 124.153 96.1889 86.0414 97.8587 100.471 70.3169 63.1731 62.4715 109.382 82.1307 59.3112 132.025 148.265 57.2287 74.4348 98.4022 73.5713 72.1146 70.7562
threshold=20.500000000000004 0.67497657696828306 110.00000000000001 77.999234393404024 5.5000000000000009 1.2422351892582977 0.57431460233143106 -0.098393460747691397 0.00018944103053264972 1231.9014577114801 1.0000000180025095e-35 0.14488340326566065 -0.05623914940113519 6.5000000000000009 399.76785714285717 1.2259279594467489 5.5000000000000009 1.0000000180025095e-35 591.15489811734301 1.0713687813261041 1.0000000180025095e-35 1.2179645413389635 0.023026195878338856 298.2569035446225 2384.1250000000005 0.90404738844718813 6.5000000000000009 30.500000000000004 174.66464962118735 205.30527577937653
decision_type=2 2 2 2 2 2 2 2 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 4 8 -2 6 -5 12 -4 18 -9 -12 -7 -10 15 -15 -3 -11 20 -20 -6 22 23 -1 25 26 -8 28 -27 -28
right_child=1 16 3 5 9 7 24 10 13 17 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=-0.082099003162648954 -0.11363795105423224 -0.27210989390548906 -0.1478498127342773 -0.053730252243086613 -0.21024782628077887 0.12309356345371768 -0.09587494419230258 0.26325468796755752 -0.079852185113538462 -0.013968774640843982 0.2165280457319958 0.019744426973164083 -0.13299884828950534 -0.062522918609458786 0.1192299456842113 0.059677386295163275 -0.14748840716534428 -0.15908148542756129 -0.0067911307765958348 0.19876680730709009 -0.035573633231657249 0.20353195622114534 0.20532636176638244 0.18429296275553031 -0.1003602840282299 0.098225428563237432 0.053766047610598534 -0.11904894769191743 0.019700854853584082 -0.086642002720930963
leaf_weight=45 505 76 119 356 29 22 68 61 224 42 56 75 44 210 57 99 112 105 343 28 375 415 119 39 27 414 288 20 163 41
leaf_count=45 505 76 119 356 29 22 68 61 224 42 56 75 44 210 57 99 112 105 343 28 375 415 119 39 27 414 288 20 163 41
internal_value=0 -0.0283891 -0.0199399 0.00669159 -0.0636851 0.0315546 0.0182067 0.102795 -0.0506441 -0.0363248 0.154505 0.103866 -0.0476347 -0.0310382 -0.00116296 -0.0233714 -0.197867 -0.117621 -0.0209048 0.00872268 -0.0481121 0.181865 0.13757 0.041583 0.0432896 0.0471915 0.0136343 0.0695068 0.0760426 0.0362684
internal_weight=0 3959 3771 2344 1427 1635 1377 258 709 922 192 131 66 590 366 309 188 147 775 371 404 618 203 84 1021 994 397 597 577 329
internal_count=4577 3959 3771 2344 1427 1635 1377 258 709 922 192 131 66 590 366 309 188 147 775 371 404 618 203 84 1021 994 397 597 577 329
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=29 14 29 12 5 10 14 14 18 2 2 10 16 25 12 6 21 14 29 2 12 2 10 20 20 2 12 12 10 20
split_gain=1914.11 459.197 355.85 170.146 153.209 207.885 130.426 128.003 123.93 118.006 90.351 97.2713 89.2774 87.0627 94.4397 84.4306 82.3991 68.2137 64.0674 72.2972 62.9415 62.042 78.6565 61.927 64.9437 56.4619 74.3454 56.3604 56.1242 55.3443
threshold=20.500000000000004 0.67497657696828306 110.00000000000001 2589.9839056721808 203.50582527217367 219.39520003970335 0.0043096001863997943 0.43405509458881464 1.1981054773620397 371.60909562310286 828.70560499244891 448.97261171352869 66.075000000000017 0.35528747078413997 3886.0665501084627 402.46253427174321 1.2380059327902477 0.41289623487653471 125.00000000000001 492.70783049529564 742.45301202252949 540.42545872460721 85.922118380062315 2.1386564852644252 2.6507837296340342 190.26890318419447 2812.2583769154303 1327.2254108742206 190.01823337336145 2.9576822280858495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 7 13 12 17 -10 20 -12 -4 -2 23 18 25 -6 -11 27 28 22 -21 -15 -25 -14 -27 -20 -8 -23
right_child=1 -3 4 -5 8 -7 10 -9 9 15 11 -13 16 14 -16 -17 -18 -19 19 21 -22 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.17766537628389986 -0.18473301650845403 -0.17808057254160498 0.11433523955845065 -0.033161219190124699 -0.022477828457805372 0.1902817685702225 -0.076090143433832969 0.11227895888481654 0.2422032488634189 0.18833611771464348 0.16135000262608326 -0.025151912050683109 -0.23234772204675458 -0.15049938816027564 0.058528906735591593 0.073989766214087788 0.015022706658374975 0.093553314331386778 -0.014574044732082831 -0.25396523109891195 -0.027887845606649364 -0.0076605389474621623 -0.030808852799236775 -0.031143478555800654 -0.11040216072838667 -0.082578053483634783 0.031409188398661518 0.1400935351811049 -0.25146478861570359 0.13763750986806278
leaf_weight=577 84 188 31 41 532 41 107 51 30 20 48 67 22 122 48 415 123 56 38 22 515 273 56 214 200 478 65 62 22 29
leaf_count=577 84 188 31 41 532 41 107 51 30 20 48 67 22 122 48 415 123 56 38 22 515 273 56 214 200 478 65 62 22 29
internal_value=0 -0.0255502 -0.0179459 0.163678 0.00602243 -0.0291275 -0.0573166 -0.0408103 0.0246177 0.0470457 -0.0289545 0.0526924 -0.0516692 -0.0895423 -0.0758505 0.0406471 -0.0591491 -0.0114272 0.0129727 0.00566587 -0.0435343 -0.0142431 -0.0937504 -0.0878844 -0.0694327 -0.0752962 -0.0689332 0.0813199 -0.105999 0.00629192
internal_weight=0 3959 3771 618 2344 811 1427 770 1533 945 759 115 719 668 584 915 688 588 500 480 644 380 78 536 414 565 543 100 129 302
internal_count=4577 3959 3771 618 2344 811 1427 770 1533 945 759 115 719 668 584 915 688 588 500 480 644 380 78 536 414 565 543 100 129 302
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=29 14 29 22 9 2 18 14 0 4 8 4 29 22 18 14 15 8 18 9 9 3 18 6 17 0 17 26 17 21
split_gain=1550.43 373.557 283.786 151.537 106.335 100.927 99.6111 173.644 98.716 83.2664 119.406 82.4747 84.7227 99.8949 94.2861 93.5567 112.07 106.881 79.5723 89.8063 77.6872 76.6554 67.5234 61.4831 72.3904 89.9264 81.4575 80.0048 70.5423 65.8008
threshold=20.500000000000004 0.98622967592153576 110.00000000000001 0.20979420624297623 202.93818814597839 1722.6305455569584 1.2901778411564992 0.0012466199233828988 387.94544380252108 277.43639767182174 1028.4426691729325 112.80796437146817 125.00000000000001 -0.17870557403223028 1.1981054773620397 0.47632361689470554 1278.8499999999997 190.42260958222457 1.2901778411564992 260.36613876319763 230.89285714285717 1144.6205595497506 1.5655049828696026 402.46253427174321 0.95832452077570529 432.50317242796945 1.2075417288131625 6.5000000000000009 1.324947402019311 0.77869434804644133
decision_type=2 2 2 2 2 2 2 2 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 5 -2 11 -5 8 -8 10 -6 -4 -13 15 -15 16 17 22 19 21 -12 -1 -14 24 -16 26 29 -27 -28 -26
right_child=1 -3 3 6 9 -7 7 -9 -10 -11 20 12 13 14 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-0.10195972792365973 -0.019993236852145647 -0.16583273806156859 -0.1328981714323163 -0.065078719910189972 -0.3503331158648838 0.20188002437353136 -0.070654489479322999 0.17192887940190058 0.16889438629150391 -0.056635430485295284 0.027921153542896111 0.152442748495873 -0.20620460094677076 -0.0051249069509433998 0.20686499584804882 0.067077854625771149 -0.27416867095799674 0.011688249642876063 0.17658910676234496 0.13748912717350187 -0.13587414588011501 0.12613798528909684 -0.050464446250706507 0.08842065664147479 0.081278079812382831 0.014499515536669139 0.17048520382739746 -0.20328690678842609 0.042616222764903296 -0.10168901168069513
leaf_weight=34 610 175 36 421 22 30 123 55 20 611 36 47 45 458 22 85 21 187 371 187 148 26 73 291 29 37 53 31 232 61
leaf_count=34 610 175 36 421 22 30 123 55 20 611 36 47 45 458 22 85 21 187 371 187 148 26 73 291 29 37 53 31 232 61
internal_value=0 -0.0229952 -0.0163893 0.00491914 -0.0515849 0.0200513 -0.0375681 0.0209266 -0.0371512 -0.0751723 -0.130153 0.0168575 0.0200819 0.0162537 0.03068 -0.0263585 -0.0507207 -0.0353358 0.147311 0.103334 -0.103827 -0.00311739 -0.109857 0.0523714 0.0298115 0.0210187 0.0402046 -0.0847855 0.0663954 -0.0427329
internal_weight=0 3959 3784 2357 1427 1738 619 198 143 817 206 1708 1672 1625 1214 411 326 305 618 247 184 60 118 756 465 443 375 68 285 90
internal_count=4577 3959 3784 2357 1427 1738 619 198 143 817 206 1708 1672 1625 1214 411 326 305 618 247 184 60 118 756 465 443 375 68 285 90
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=29 27 19 4 12 16 29 26 25 14 4 17 14 19 2 2 9 26 7 4 2 25 4 4 16 6 26 12 16 2
split_gain=1256.29 333.987 182.411 175.01 156.168 136.947 98.8223 87.0186 74.6691 75.6666 78.6365 70.9597 75.9914 74.7246 94.5044 72.6167 67.9545 98.2296 63.5306 61.2399 60.9506 61.3006 58.5846 58.4934 56.265 54.5547 138.815 51.6144 51.0027 49.9457
threshold=50.000000000000007 5.5000000000000009 0.86277688682837306 268.59701299838076 2266.1004293340702 116.05000000000003 65.000000000000014 6.5000000000000009 0.89599936870831109 0.00050048445755694788 112.80796437146817 0.91008053113393383 0.00010404265494469714 0.83998818176072843 492.70783049529564 540.42545872460721 519.1110515193451 1.5000000000000002 856.453782583097 453.44055696583376 1186.6789258360689 -0.033271579483258179 505.11775000000006 870.62901862488116 559.6500000000002 226.05795090715051 1.0000000180025095e-35 1661.5538900303775 109.15000000000002 828.70560499244891
decision_type=2 2 2 2 2 2 2 2 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 -2 8 19 -4 7 -7 9 -3 28 18 -13 29 -15 -16 22 23 -5 -1 21 -19 -17 -18 -23 -8 -27 -12 -11 -14
right_child=1 3 5 11 -6 6 25 -9 -10 10 27 12 13 14 15 16 17 20 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.11134843561700603 -0.19807504534721376 -0.10388900310333288 0.14718427844345569 -0.23120142163708809 -0.0090303238099202123 -0.097040107701239844 -0.082992389850530549 -0.27755299657583238 0.11635569945491593 -0.03556686624884605 0.012988853073877999 -0.079702771843249851 -0.040399951664883582 0.085616817374137191 -0.055120432727839341 0.0069771480816908831 -0.058642097700525211 0.12846027854830028 -0.029109609361205786 0.17466627390842537 -0.19066796436905864 -0.012178506797371324 0.060483432875002678 0.11569826724146731 -0.15148724087259988 0.13568285573670205 -0.045042086255525325 -0.046980470543521703 -0.19815012147260269 0.12397706426680088
leaf_weight=324 100 182 32 20 78 140 281 33 29 35 276 78 244 252 121 331 27 20 70 289 30 85 536 67 44 47 444 299 43 20
leaf_count=324 100 182 32 20 78 140 281 33 29 35 276 78 244 252 121 331 27 20 70 289 30 85 536 67 44 47 444 299 43 20
internal_value=0 -0.0220924 -0.0694382 -0.00393954 0.124242 -0.0562717 -0.0631612 -0.131473 -0.0413901 -0.0468687 -0.0309763 0.0126966 0.0169038 0.0211443 0.0297101 0.0185377 0.0263558 -0.0171538 -0.0740189 0.1412 -0.0606226 -0.034439 0.040056 0.0656218 -0.0596947 -0.0478529 -0.0277426 -0.0181952 -0.125196 -0.0279471
internal_weight=0 3886 1077 2809 691 977 945 173 864 835 653 1945 1855 1777 1513 1261 1140 273 90 613 179 149 867 94 129 772 491 575 78 264
internal_count=4577 3886 1077 2809 691 977 945 173 864 835 653 1945 1855 1777 1513 1261 1140 273 90 613 179 149 867 94 129 772 491 575 78 264
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=29 27 19 18 13 16 22 23 8 5 29 13 13 13 2 18 18 21 6 27 5 9 13 29 18 2 2 19 21 19
split_gain=1024.01 286.59 147.8 129.303 188.87 110.938 95.523 113.372 159.853 76.3933 76.2102 68.2409 92.6517 67.3447 65.9342 65.1804 62.7879 93.4159 61.7428 71.8036 54.3886 45.101 57.7451 43.1236 42.3343 63.428 88.7436 42.8584 47.1554 41.3722
threshold=20.500000000000004 5.5000000000000009 0.86277688682837306 1.2134091370051332 71.926511870015446 116.05000000000003 -0.10069198191634122 -0.2404714155700437 507.60851859053304 132.3149350649351 65.000000000000014 212.82291254144528 216.94223790278633 71.926511870015446 380.9250999633519 1.3127277718051984 1.1822171336864014 0.36669995443940723 249.82048905146067 2.5000000000000004 197.01834087684932 224.37487416689811 70.557283154012239 125.00000000000001 1.2809915640814615 657.21809877234239 867.06188153640346 1.3121680262066355 0.67309373103053816 1.4447888292032711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 9 21 -4 7 15 14 -3 20 -8 -13 18 -9 -6 17 -1 19 -12 -7 22 -5 -20 -15 27 -27 -26 -29 -17
right_child=1 3 5 4 6 10 11 8 -10 -11 13 12 -14 24 -16 29 -18 -19 23 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.11828721516335815 -0.17826754221320151 -0.092917878135573118 0.1324658514931798 0.0028600848779405949 -0.086736250064662998 -0.2518952775746584 0.078509830407539782 -0.16013805241137746 -0.2829116760620049 -0.016944591074809431 -0.07140942941063104 -0.17899860912561416 0.047051812489305372 -0.045089602162063654 0.023436678358250196 0.06694114634076774 0.13227269353640972 0.11044397886123575 -0.088252112777853331 -0.21289657410876506 -0.093157248232584408 -0.07464650826347867 -0.13694773790511219 0.066589970801557818 0.031382093678694219 0.24312055458128456 -0.032261773376640955 0.046265930750153283 -0.12996640178013821 -0.059009850969345405
leaf_weight=26 100 150 32 282 37 25 544 25 28 1125 94 25 66 350 90 259 535 57 37 58 158 179 33 35 80 25 22 22 49 29
leaf_count=26 100 150 32 282 37 25 544 25 28 1125 94 25 66 350 90 259 535 57 37 58 158 179 33 35 80 25 22 22 49 29
internal_value=0 -0.018688 -0.0624216 -0.0021356 0.0168234 -0.0506844 0.039838 0.00555887 -0.0686411 -0.0258826 -0.0568214 0.0651021 -0.01505 -0.0430676 -0.0164709 0.0382069 0.119718 0.0387932 -0.0892641 -0.125398 -0.114843 -0.0345637 -0.0117864 -0.0129817 -0.0241844 0.0127693 0.114218 -0.0188075 -0.0753592 0.0542586
internal_weight=0 3959 1087 2872 1597 987 1103 468 143 1275 955 635 91 772 115 325 618 83 224 152 183 494 315 72 548 198 47 151 71 288
internal_count=4577 3959 1087 2872 1597 987 1103 468 143 1275 955 635 91 772 115 325 618 83 224 152 183 494 315 72 548 198 47 151 71 288
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=18 13 14 10 14 14 19 8 10 20 27 14 27 14 10 9 27 13 13 7 18 7 9 10 9 18 19 18 27 3
split_gain=311.133 446.195 195.843 125.439 94.9596 90.922 78.8227 74.681 94.0114 74.487 84.5534 73.5016 72.0028 66.9174 66.418 114.307 60.3627 58.2734 70.895 65.5846 55.6303 55.4212 103.351 104.043 80.1092 96.6139 56.6984 54.5511 54.4999 70.1661
threshold=1.214485366337841 71.926511870015446 0.67497657696828306 301.0267570628269 0.045913347544224277 0.068829671969248815 0.82857819863168858 686.33794244944545 136.68181818181822 1.7777094427248901 6.5000000000000009 0.41289623487653471 6.5000000000000009 0.00031161795181965666 117.33256294300652 136.07952739937289 8.5000000000000018 69.761177347242935 65.999617274430577 1696.614593070786 1.9481139866005142 254.6012469546628 212.42345534196733 168.16011426095906 321.76003127324702 1.2659520683201804 1.3365727539102521 1.0801053102231126 5.5000000000000009 1822.1481499531399
decision_type=2 2 2 2 2 2 2 2 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 4 6 7 27 12 8 -1 -8 21 -7 -3 -2 15 20 -17 18 19 -15 -12 -11 26 -24 -25 -26 -23 -6 -9 -30
right_child=1 3 -4 -5 5 11 9 28 -10 10 14 -13 -14 17 -16 16 -18 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.052590797562152153 -0.10467264693959251 -0.20718791961669922 -0.1305530076711956 0.098230408114970344 0.0086642745633920045 -0.019454931995586344 -0.0034995158382437452 -0.07011159899337939 -0.32582348808646205 -0.059774134725783815 0.14573169685850673 0.081513628262807336 -0.0054269846504420242 -0.043314721486138477 0.11172450142226482 0.039358071529242249 -0.1075623897490678 -0.09633756385145327 0.06303981853610216 0.090761752426624306 -0.010670256726443769 0.040160121780967242 -0.094948871249953909 0.086410279110753663 -0.17603912528964782 0.035110947251733804 0.17407346719902167 0.18275100913312703 -0.024293713477723626 0.14624470281600951
leaf_weight=34 138 20 180 392 30 475 275 284 20 66 94 85 153 415 319 58 54 105 96 40 30 57 75 148 31 72 71 45 690 25
leaf_count=34 138 20 180 392 30 475 275 284 20 66 94 85 153 415 319 58 54 105 96 40 30 57 75 148 31 72 71 45 690 25
internal_value=0 0.0216504 -0.0313978 0.0477831 -0.0208244 0.00971857 0.0347986 -0.0392429 -0.153788 0.0429425 0.054823 -0.00412935 -0.0287519 -0.0413773 0.0819697 0.0417503 -0.0314786 -0.0280621 -0.0150514 -0.0315278 0.107893 0.0258492 0.0382966 0.00839979 0.0392809 -0.0284391 0.11444 0.113116 -0.0330513 -0.0183308
internal_weight=0 2709 1868 1915 1688 635 1523 1053 54 1350 1075 560 173 794 555 236 112 656 551 455 124 520 454 326 251 103 128 75 999 715
internal_count=4577 2709 1868 1915 1688 635 1523 1053 54 1350 1075 560 173 794 555 236 112 656 551 455 124 520 454 326 251 103 128 75 999 715
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=29 12 29 12 15 15 22 22 15 29 0 9 12 29 22 23 29 19 0 4 4 1 19 8 22 0 0 11 4 4
split_gain=737.926 160.971 151.052 103.822 83.8954 80.6969 74.7105 93.0012 74.3476 122.062 76.3066 74.0072 78.6941 73.9784 67.6403 98.7353 62.1777 61.5911 58.9905 66.2291 59.9094 67.6896 63.0985 56.1134 51.6624 48.8974 61.5929 68.1152 145.225 62.7723
threshold=50.000000000000007 525.53451533457803 95.000000000000014 2266.1004293340702 398.50000000000006 1278.8499999999997 -0.10352432027172898 0.19476593378722354 1749.0000000000007 200.00000000000003 714.05583333333345 205.51113004287132 2812.2583769154303 200.00000000000003 0.44084863512352335 0.060435836046288043 170.00000000000003 0.90762018885933204 673.42746871905672 820.12047266020238 591.08746485953134 375.56629517147536 1.2159890249931822 215.37847587724639 -0.025956814823853758 801.06669207317088 605.92949770817427 189.59487146090331 310.18644177726804 242.68887459859096
decision_type=2 2 2 2 2 2 2 2 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 11 -1 -4 13 -7 8 9 16 -10 -3 25 14 15 -6 -8 -2 20 -20 21 22 -15 -23 -11 26 27 29 -29 -13
right_child=1 2 4 -5 5 6 7 -9 10 24 -12 12 -14 18 -16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.10904689474307838 -0.15805208128574608 -0.010661327506204544 -0.059909138457497228 -0.013444669864689694 0.04685143485926746 -0.159714654350982 -0.055288752218087517 -0.037563000762672015 0.01135867246501576 0.15489698351050418 0.14418835345395775 -0.093210881779139693 0.0086316699326898054 0.047761196133877165 -0.040842337612906156 0.17259463360316532 -0.28291732944548131 -0.058187551817779119 -0.21963602382203806 0.013318829696912032 0.063889868150730653 -0.14887089017364716 -0.06800611985678022 -0.016345858107924358 -0.0022911415043948354 -0.14670434656670725 -0.015935460217410654 -0.37212652180876055 -0.094780742684983099 0.086236542419397419
leaf_weight=613 77 512 185 78 228 34 30 451 87 30 86 44 130 327 53 86 20 312 23 26 207 36 55 284 69 87 164 21 187 35
leaf_count=613 77 512 185 78 228 34 30 451 87 30 86 44 130 327 53 86 20 312 23 26 207 36 55 284 69 87 164 21 187 35
internal_value=0 -0.0169318 -0.0101437 0.0952201 0.00468809 0.0102934 -0.0146357 -0.00825446 0.0327957 -0.0189811 0.0773896 -0.0392668 -0.061192 0.0254766 0.0636529 0.0812907 -0.14634 -0.0779551 0.0108516 -0.0960273 0.016613 0.00267236 0.0310931 -0.0312549 0.0453416 -0.0780638 -0.0648228 -0.0927584 -0.122782 -0.0137089
internal_weight=0 3886 3497 691 2317 2132 807 773 322 149 173 1180 668 1325 367 314 50 389 958 49 909 702 382 320 99 538 451 287 208 79
internal_count=4577 3886 3497 691 2317 2132 807 773 322 149 173 1180 668 1325 367 314 50 389 958 49 909 702 382 320 99 538 451 287 208 79
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=18 13 22 26 14 14 22 3 13 13 25 14 18 9 3 26 9 9 18 3 8 14 2 20 13 25 20 8 13 26
split_gain=216.644 315.849 180.156 138.271 147.547 132.651 104.862 96.82 79.8682 101.569 94.1246 122.545 70.3398 64.9168 61.2496 61.2454 54.9683 54.1069 53.4954 59.1603 52.7637 50.8041 49.3218 83.1833 86.2368 48.2907 47.0874 46.5732 46.586 46.3064
threshold=1.214485366337841 71.926511870015446 -0.098393460747691397 1.0000000180025095e-35 0.039130633543198359 0.67497657696828306 0.17704933338856291 703.84073698547229 81.352009696590571 72.249363761438261 -0.024747862027705878 0.11358310682406532 1.2495989888294614 246.31278412993714 868.78926035249503 1.5000000000000002 172.89406365580612 157.10544867166462 1.3268754248335484 1316.9163597461072 1847.4787735849059 0.00031161795181965666 1238.206953208243 3.0109391685311633 87.024403167407499 0.010935023372047959 1.6766523265766864 2260.1250000000005 70.845521901916058 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 21 14 -4 7 6 8 17 9 -1 11 13 -6 -10 29 -12 25 -5 19 20 -9 -2 23 -8 -25 -14 -13 28 -23 -3
right_child=1 2 3 4 12 -7 22 18 10 -11 15 26 16 -15 -16 -17 -18 -19 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.027986438625046739 -0.090113068938565757 0.020256809766469729 0.10901637856818935 0.10538937397301198 -0.0060067120544386636 -0.10780488826279502 0.0010220320958045789 0.061539318620720332 -0.034846619194881488 -0.11692015193402767 0.12716013348779118 0.041283546198218127 0.11779074435358616 -0.26264644773869683 -0.12494992459192873 0.032990472420438455 0.14464012054564154 -0.048741413272364302 0.10851275061026754 0.13347313837571578 -0.070297607473408186 -0.023957081957321085 -0.071480943365882857 -0.0089973778887228531 -0.16945940963376094 -0.004163219785643003 -0.092793196778405806 0.0826201946880573 -0.15378930900117449 -0.045263373097787579
leaf_weight=92 138 413 409 25 66 180 386 51 22 102 87 127 67 29 40 335 174 256 97 33 75 588 341 66 68 63 33 39 29 146
leaf_count=92 138 413 409 25 66 180 386 51 22 102 87 127 67 29 40 335 174 256 97 33 75 588 341 66 68 63 33 39 29 146
internal_value=0 0.0180662 0.040053 0.060746 0.0389792 -0.0261999 -0.0174979 0.00549994 0.00793361 -0.0482016 0.0251378 -0.0293959 0.0875693 -0.16438 -0.00540966 0.0524046 0.107885 -0.0350287 0.0499865 0.0142818 -0.016935 -0.0349623 -0.0419252 -0.0225434 -0.0904259 0.05869 0.0136302 -0.0233605 -0.0300594 0.0031442
internal_weight=0 2709 1915 1316 907 1868 1688 537 827 194 633 211 370 51 599 422 304 281 256 159 126 794 861 520 134 130 160 656 617 559
internal_count=4577 2709 1915 1316 907 1868 1688 537 827 194 633 211 370 51 599 422 304 281 256 159 126 794 861 520 134 130 160 656 617 559
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=29 27 4 1 10 19 29 26 6 11 26 26 6 0 28 11 0 19 29 1 0 29 6 14 14 0 19 1 14 25
split_gain=516.5 151.755 82.6288 88.7856 76.8646 74.7753 70.2141 63.3479 60.5428 54.9315 50.999 47.8145 92.2818 66.7767 48.9157 51.724 43.1949 40.0745 39.2483 83.8907 67.4439 60.9855 52.2871 97.5564 59.9615 46.0027 45.3133 40.8682 39.0119 53.1393
threshold=50.000000000000007 5.5000000000000009 268.59701299838076 325.21899103452506 219.39520003970335 0.86277688682837306 65.000000000000014 6.5000000000000009 138.05665029225952 88.408488525057422 6.5000000000000009 1.0000000180025095e-35 216.23636101565225 222.9886363636364 1.5000000000000002 221.52017515195811 93.68155412263151 1.2657857588611912 110.00000000000001 405.80587376267698 273.96682553032434 125.00000000000001 744.21340713407142 0.0041183608802592619 0.00012163304709223138 1213.1456228956231 0.82857819863168858 364.38689400204436 0.0014291180552468976 0.5882740793404907
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 10 16 -2 7 17 -1 -8 -4 12 13 -11 15 -13 -3 -7 19 20 -5 -20 24 -24 -21 -23 -26 -22 -16 -30
right_child=1 2 3 18 -6 6 9 -9 -10 11 -12 14 -14 -15 28 -17 -18 -19 21 22 27 25 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.070035059391879123 -0.12844037596881391 0.042962029439342381 0.041091342911952072 -0.25906577718754614 0.12695140269014143 -0.043602582430619687 0.097467156143060757 -0.21961267554398739 0.085515935798613288 0.043909339506078414 0.14994100469079885 -0.23012444427995771 0.12140409259092329 -0.14877387630087988 -0.073891972519298341 -0.047026569303125147 -0.040205429960768889 -0.1902330063198778 0.13899568960898454 -0.091291386478216108 0.035026255846023556 0.0037872979459114098 -0.21960349539915722 0.00065006645793308981 -0.09309910095941562 0.13351476498480355 0.045855599238210712 -0.1476639257123073 -0.029446929595446078 0.081533946074089231
leaf_weight=26 100 68 198 24 31 122 35 33 665 37 55 27 56 35 164 36 765 22 36 46 25 1151 30 61 26 28 241 24 361 49
leaf_count=26 100 68 198 24 31 122 35 33 665 37 55 27 56 35 164 36 765 22 36 46 25 1151 30 61 26 28 241 24 361 49
internal_value=0 -0.0141655 -0.00192917 0.0095019 -0.0276623 -0.04608 -0.03765 -0.0946433 0.0796631 -0.0250403 0.0647543 -0.0306452 0.0251265 -0.0497561 -0.0418521 -0.125497 -0.0334162 -0.0660045 0.00124016 -0.0230673 -0.121724 0.0107831 -0.00524067 -0.071961 0.0141572 0.00686819 0.0323244 -0.0544546 -0.0326715 -0.0161834
internal_weight=0 3886 2809 1945 864 1077 977 177 691 800 253 765 128 72 637 63 833 144 1692 477 73 1215 404 91 313 1179 267 49 574 410
internal_count=4577 3886 2809 1945 864 1077 977 177 691 800 253 765 128 72 637 63 833 144 1692 477 73 1215 404 91 313 1179 267 49 574 410
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=13 19 21 26 17 7 19 27 3 11 7 13 13 20 27 27 20 15 27 27 11 5 5 13 8 13 27 21 7 23
split_gain=153.978 202.98 116.612 85.0415 71.9586 60.2532 74.1561 75.6992 63.1614 54.7569 60.153 54.1062 53.9897 53.4699 49.5446 47.7406 60.4039 47.4894 73.1169 46.7012 53.0406 50.1763 46.5026 50.8101 60.5567 45.8874 63.8181 69.5993 57.8082 44.8584
threshold=77.999234393404024 1.2514257316655435 0.57431460233143106 1.0000000180025095e-35 1.2747501912391488 1634.28064318989 0.83404516560994801 6.5000000000000009 264.16284609173186 297.4496300966793 1753.6226039697071 80.993322111059527 198.00191734128677 2.2505555167392801 8.5000000000000018 6.5000000000000009 1.4234769001603154 1079.5499999999995 8.5000000000000018 6.5000000000000009 130.50161141804793 161.68391174577167 425.79955703211522 129.12814905836552 647.51810546273543 65.975420567799631 4.5000000000000009 0.52973989965031121 920.67000769888352 -0.045776866115370081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 4 -3 -2 6 7 8 -4 10 -5 -8 15 -11 -14 22 -17 18 -9 25 21 -21 23 -13 -25 -1 -27 -28 -29 -24
right_child=1 3 5 9 -6 -7 11 17 -10 13 -12 12 14 -15 -16 16 -18 -19 -20 20 -22 -23 29 24 -26 26 27 28 -30 -31
leaf_value=-0.086372551358685712 -0.019135103815342506 0.10257664505169957 -0.012588934245563689 -0.035992592396488519 -0.10352575849047152 -0.066800103300894781 -0.11540881351878246 0.0085797453494877492 -0.25006333366036415 0.0028654920953241261 0.087624499876544165 0.026192580525289156 0.011684009020690509 0.11860466556125644 -0.12252678270725643 -0.051126594562083488 0.076946724565290239 0.12340411600390716 -0.11865751950967092 -0.028546420991828737 0.0044674237303775084 -0.14148468445831289 0.019811146243718332 -0.014177831919011424 -0.19988336242362859 0.019610801343637779 0.015143462794798394 -0.17631951007992031 -0.053058934073823574 0.13039930951399881
leaf_weight=203 703 289 21 153 118 85 24 276 24 66 53 164 144 101 34 40 464 28 54 218 619 48 92 59 25 166 81 60 104 61
leaf_count=203 703 289 21 153 118 85 24 276 24 66 53 164 144 101 34 40 464 28 54 218 619 48 92 59 25 166 81 60 104 61
internal_value=0 0.0127999 -0.000642431 0.0618581 -0.0312643 0.0151197 0.0197311 -0.0169977 -0.139242 0.0303095 -0.00418819 0.0331021 0.0363932 0.0728634 -0.0139518 0.0462953 0.0667822 -0.00163179 -0.0122409 -0.0262828 -0.0115808 -0.0489263 0.0205461 -0.00620158 -0.0694473 -0.0474738 -0.028261 -0.0606967 -0.0981543 0.0639019
internal_weight=0 3078 2416 662 821 1595 1510 403 45 373 206 1107 1083 167 178 905 504 358 330 1499 885 266 401 248 84 614 411 245 164 153
internal_count=4577 3078 2416 662 821 1595 1510 403 45 373 206 1107 1083 167 178 905 504 358 330 1499 885 266 401 248 84 614 411 245 164 153
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=29 27 19 29 18 14 14 14 12 7 25 5 27 28 19 25 18 12 5 20 20 16 14 14 9 11 12 21 10 12
split_gain=366.434 113.205 90.4127 77.016 74.5957 98.1484 70.6259 65.9624 64.3171 60.5859 52.1478 49.9648 49.7008 72.1019 82.2062 57.2995 87.2235 62.0926 57.7199 46.7389 46.0729 46.0583 42.6628 87.8791 47.3014 49.3215 44.8141 42.6412 40.7804 39.9623
threshold=35.000000000000007 6.5000000000000009 0.85462934077504515 65.000000000000014 1.0476727471998784 0.4280217625722969 0.20215486620885628 0.00031161795181965666 3018.730427719875 2428.0224826270614 0.88578373941805533 141.97290423018526 8.5000000000000018 17.500000000000004 0.80865695883776223 0.69672144657333945 1.3811800644804317 742.45301202252949 104.07962080175794 1.4636867492575985 2.9717737100012847 351.50000000000006 0.040845971956336782 0.07275865432501917 190.74214318831284 106.15056452375111 2922.7996485959006 0.7594129648111464 116.15052900046882 1522.0062181194949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 11 27 7 -2 10 -1 12 -6 -4 29 14 21 16 17 -16 -18 -7 -19 -14 24 -24 28 -26 -27 -3 -5 -9
right_child=1 4 3 22 5 19 -8 9 -10 -11 -12 -13 13 -15 15 -17 18 20 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.077790678403399469 -0.28463084764778612 -0.074189350643526705 -0.21902863051403654 -0.0077465954612797282 -0.052306959295743395 -0.0018443985886517026 -0.080484783575610008 0.069072721720983596 -0.089165409025736164 0.15584787084953861 0.098321343600749969 -0.061283149825125609 -0.2195275555253029 -0.10089021966489682 -0.20683135789198182 0.079802370820309707 -0.068999525358279551 -0.070224116839864084 0.056069442011052517 0.12314532961194904 0.04427980901856049 -0.029427403670090897 0.14251058819619092 -0.0052142001106648857 0.084240875616669653 -0.054973727697506553 0.058935876351756025 0.045200341727791561 0.14767074955999851 0.013203358080518354
leaf_weight=598 20 177 22 52 285 42 111 150 24 28 25 230 25 83 24 97 45 113 205 104 51 26 44 475 30 519 37 36 25 874
leaf_count=598 20 177 22 52 285 42 111 150 24 28 25 230 25 83 24 97 45 113 205 104 51 26 44 475 30 519 37 36 25 874
internal_value=0 -0.0112209 -0.0321285 -0.0248637 0.00246953 0.00799562 -0.111652 0.00230272 0.0713486 0.00995135 -0.0401595 -0.0750546 0.00753841 -0.0136594 -0.00130413 0.01026 -0.00514098 -0.0566011 0.033557 0.0871894 -0.0346162 -0.122614 -0.0141632 0.00730967 -0.0309722 -0.0406545 -0.0473934 -0.0540108 0.0427136 0.0213873
internal_weight=0 3955 1565 1434 2390 2177 131 2031 622 1721 310 252 1693 669 586 535 438 188 250 146 164 51 1182 519 663 586 556 213 77 1024
internal_count=4577 3955 1565 1434 2390 2177 131 2031 622 1721 310 252 1693 669 586 535 438 188 250 146 164 51 1182 519 663 586 556 213 77 1024
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=13 2 19 21 10 12 21 14 14 14 11 11 14 14 21 25 19 14 14 11 13 21 19 12 15 11 14 21 9 17
split_gain=111.795 125.091 110.286 68.2323 71.2435 70.9049 60.0132 51.2755 55.2485 100.55 61.8356 52.4249 88.7084 51.1253 48.3238 47.5712 74.2426 42.9882 39.1843 39.1358 38.6374 38.5445 53.5254 45.568 39.5769 39.3621 38.3032 36.9575 36.6964 72.4298
threshold=71.926511870015446 190.26890318419447 1.2422351892582977 0.45884929792253043 166.02191657621213 498.81257557436521 0.21461500602297454 0.98622967592153576 0.049824826877205554 0.070835971480289681 142.41661530248248 773.12166666666678 0.12218763720384872 0.00031161795181965666 0.58819491149278524 0.087522038687537565 1.0570462719071649 0.11606701774088876 0.10192461805133822 317.75036122661123 93.000298210735608 0.91189857440460298 1.1478306120398665 891.76928209888922 2857.0000000000005 567.07782299084454 0.0017209474249608708 0.70185974598972001 80.130296759834309 2.1470623045628705
decision_type=2 2 2 2 2 2 2 2 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 17 6 -4 19 -6 20 8 21 10 -10 18 -13 -1 -15 -16 -17 -2 -11 -5 -3 22 23 -8 25 -25 -27 -14 -20 -30
right_child=1 2 3 4 5 -7 7 -9 9 11 -12 12 27 14 15 16 -18 -19 28 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.062565935390241648 -0.23093150094151499 0.0072153730487281636 0.092554654798600394 -0.030878982298023439 -0.11687609751454808 0.068718296945517066 -0.17326751156993536 -0.070222461024780622 -0.060438629095865927 0.072553383265580751 0.12017320475411895 -0.24744377203285695 0.061081443404829183 0.019772886787455923 -0.0046171771747798756 -0.23979041887955233 -0.047161212238183932 -0.067800354857796008 0.080652857976763151 0.071799552134341665 -0.16013158102696007 0.039627707304145381 0.01521435185092 -0.023231740300988544 0.046419382831616118 -0.21489227592945098 -0.063542379707887814 -0.076768208431398005 0.0096618296579581223 -0.16640449535722535
leaf_weight=304 20 22 215 212 22 320 23 89 22 113 137 20 37 273 290 22 221 84 69 45 37 136 325 388 61 20 102 41 883 24
leaf_count=304 20 22 215 212 22 320 23 89 22 113 137 20 37 273 290 22 221 84 69 45 37 136 325 388 61 20 102 41 883 24
internal_value=0 0.0088431 0.0121834 0.0442291 0.0268835 0.0567795 0.00194996 0.00431187 0.0070747 0.0205044 0.0951829 0.0105012 -0.0595547 -0.0276208 -0.0144404 -0.0319643 -0.0646009 -0.0991717 0.0168056 -0.0129003 -0.097731 -0.0100594 -0.0174124 -0.0352637 -0.0297049 -0.03881 -0.0883538 -0.011378 0.0103512 0.00500296
internal_weight=0 3467 3363 814 599 342 2549 2490 2401 1346 159 1187 98 1110 806 533 243 104 1089 257 59 1055 919 594 571 510 122 78 976 907
internal_count=4577 3467 3363 814 599 342 2549 2490 2401 1346 159 1187 98 1110 806 533 243 104 1089 257 59 1055 919 594 571 510 122 78 976 907
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=29 5 29 18 13 22 23 26 17 25 23 18 12 29 9 12 7 9 13 17 2 23 20 12 20 26 14 13 12 17
split_gain=264.61 75.9561 72.1363 120.199 71.8223 55.6718 77.3877 61.841 79.2035 62.058 60.1218 45.1601 43.1523 42.2163 42.1695 53.8282 56.8141 66.6956 40.7078 57.6524 45.8285 55.854 43.9744 37.7399 44.2613 37.0267 39.9034 36.8659 36.5185 34.7887
threshold=50.000000000000007 121.25561233300893 110.00000000000001 1.0801053102231126 65.975420567799631 -0.1738116236279183 -0.18076469969676476 1.0000000180025095e-35 1.0191098190307386 0.46036377699913583 -0.24830455944615926 1.6325652381613474 1052.5208254135143 125.00000000000001 205.51113004287132 2812.2583769154303 465.92314910253043 232.40083029738204 87.99535194300141 0.99740587461646391 698.05027965753959 0.21108166621746255 2.1663778983326858 3354.4724350336869 2.7399005459754684 1.0000000180025095e-35 0.2716828478964402 123.98001524583917 2266.1004293340702 1.4491012639948491
decision_type=2 2 2 2 2 2 2 2 2 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 14 23 11 6 13 8 12 -10 -9 -5 -7 -6 25 16 17 -16 -18 27 21 -21 -22 24 -4 -2 -27 -20 29 -3
right_child=2 28 3 4 5 7 -8 10 9 -11 -12 -13 -14 -15 15 -17 18 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.086516081801216518 -0.12546904697441139 0.06763263123396418 -0.054462112008825253 -0.05463130416713801 0.13197662858735948 0.22550061955684569 -0.19101895454029244 0.090693373795598747 0.055796270412286277 -0.13332335506565871 0.0097764787301591188 0.03148488665930927 0.076545185225109599 -0.013988267514387682 -0.023881498090922833 0.013707378882011682 -0.029866685051202886 -0.26481693541562118 -0.26777476632657149 -0.035725981712341308 -0.064438232432665499 -0.25993264771997932 0.080155495531631246 0.054567756182674711 -0.20144534232941541 0.010099152458935149 -0.055454578037318007 -0.095902861196261194 -0.0041396089168130486 0.1881917755007744
leaf_weight=35 26 562 298 255 21 41 24 100 131 20 1123 80 37 351 20 132 396 27 24 25 58 20 33 29 22 450 117 26 69 25
leaf_count=35 26 562 298 255 21 41 24 100 131 20 1123 80 37 351 20 132 396 27 24 25 58 20 33 29 22 450 117 26 69 25
internal_value=0 0.0570197 -0.0101391 -0.000175828 0.00853589 0.0162587 -0.0169768 0.0253229 0.0730155 0.0307473 0.0163927 -0.0340662 0.154842 -0.00574831 -0.0287706 -0.0443491 -0.0565327 -0.162291 -0.047992 -0.0865815 -0.0528242 -0.135373 -0.0120031 -0.0546677 -0.0645672 -0.00877869 -0.00342781 -0.178401 0.0646779 0.0727672
internal_weight=0 691 3886 2532 2183 1848 396 1452 229 151 1223 335 78 372 1354 761 629 47 582 186 136 45 91 349 320 593 567 50 656 587
internal_count=4577 691 3886 2532 2183 1848 396 1452 229 151 1223 335 78 372 1354 761 629 47 582 186 136 45 91 349 320 593 567 50 656 587
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=29 3 29 18 3 13 11 16 11 20 20 16 29 3 10 17 7 16 20 3 10 11 4 17 10 18 17 28 6 16
split_gain=215.19 64.9092 63.6493 49.4076 69.0904 68.5516 52.9008 48.925 44.4614 47.8538 43.471 42.6491 63.3059 40.7101 42.8338 58.5673 49.7209 59.0608 49.5882 48.6089 39.2339 37.2231 38.048 45.4993 35.7945 35.6041 38.5555 50.7987 33.8126 32.9741
threshold=20.500000000000004 150.12903959927652 110.00000000000001 1.1216631359218698 224.41999605447097 71.926511870015446 118.15227612270837 88.500000000000014 277.02356951994847 2.3139019700278634 1.9190171337628146 128.67500000000004 185.00000000000003 1268.5400190395974 133.6200997939039 0.98608884005325115 243.83784351767159 138.62500000000003 3.8836601648956677 273.94638970620321 55.85754751416389 248.60390233812799 388.92269964594851 1.1214425698819366 216.223587751125 1.5158281926258328 0.85445083040688041 1.5000000000000002 402.46253427174321 725.02500000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 8 -5 -3 25 10 -10 12 -7 14 16 24 19 -18 21 -9 -13 -17 23 -23 -16 26 -6 -28 -24 -15
right_child=1 2 3 4 5 11 -8 13 9 -11 -12 20 -14 29 15 18 17 -19 -20 -21 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.054880683256680912 -0.067930727785410872 -0.16735586984002071 -0.027529094826747369 0.016985822029411794 0.038379594023960337 0.1963503561673626 0.13615877437279433 -0.0099461970776910831 0.092874426945396105 0.16139932410283522 -0.086216299687371115 -0.1009572750950853 -0.019979800656437875 -0.042342906765050578 -0.069642933623300513 0.057554783204629451 0.16713846397719212 0.016300261154603424 -0.1662044205481098 -0.14316073805093765 0.014674678375881945 -0.0027890284271801218 0.076119012446251022 -0.16202366009942795 -0.21696964003145697 0.0082000039811689594 -0.23440038276836278 -0.066722590147572411 -0.019100209755501529 -0.14646696406933998
leaf_weight=618 176 23 408 75 30 31 74 126 23 22 33 30 24 196 94 71 28 356 21 35 1340 34 43 38 20 84 20 187 281 36
leaf_count=618 176 23 408 75 30 31 74 126 23 22 33 30 24 196 94 71 28 356 21 35 1340 34 43 38 20 84 20 187 281 36
internal_value=0 -0.00856688 -0.00580504 0.00414839 0.010699 0.00535061 0.0761724 -0.0227088 -0.0312862 0.0364328 -0.0126612 0.0156089 0.101952 -0.0202963 -0.0125689 -0.030956 0.00774114 0.0272989 -0.0158805 -0.0389059 0.0121426 -0.00912072 -0.0210752 -0.0868295 -0.0954897 -0.0477413 -0.0675685 -0.0829233 -0.00646309 -0.0585001
internal_weight=0 3959 3783 2381 1973 1824 149 1402 399 78 56 1425 55 1379 1147 602 545 384 488 161 1370 467 396 72 114 321 237 207 324 232
internal_count=4577 3959 3783 2381 1973 1824 149 1402 399 78 56 1425 55 1379 1147 602 545 384 488 161 1370 467 396 72 114 321 237 207 324 232
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=29 12 14 23 17 21 26 14 18 14 16 16 12 24 18 20 14 16 18 12 10 14 26 1 2 1 8 9 17 24
split_gain=175.95 60.574 50.2862 84.1615 99.1095 56.1779 48.74 64.9242 46.002 66.8654 43.4233 52.9822 42.7321 42.1043 41.9407 45.4642 41.7182 40.4151 39.5139 50.8236 95.9274 44.4738 44.3516 43.0757 95.6011 53.9572 40.4213 37.1182 43.6459 38.3747
threshold=50.000000000000007 421.21108490566047 0.049824826877205554 0.060435836046288043 1.2136764814414434 0.87548760825944971 11.500000000000002 0.029407197539484047 0.96875982379676773 0.4280217625722969 164.50000000000003 231.50000000000003 2266.1004293340702 0.081736998558477769 1.4119938583441289 3.0755423584784514 0.070835971480289681 395.90000000000003 1.4727141583112249 1814.2204067197174 80.852748163761021 0.16031705518822967 7.5000000000000009 737.53152323050733 722.8647065734375 937.02490108723634 233.68330931761574 172.89406365580612 0.99740587461646391 0.76352694843070401
decision_type=2 2 2 2 2 2 2 2 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 14 6 8 -5 16 27 -8 -4 10 -10 -12 13 -1 15 -2 -6 -11 19 20 -13 -20 26 24 -22 -25 -23 28 29 -3
right_child=1 2 3 4 5 -7 7 -9 9 17 11 18 -14 -15 -16 -17 -18 -19 21 -21 23 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.13643775321543217 -0.070756542377559281 0.18518243840447179 -0.056641200553117832 0.16851178025687807 0.13057706209106579 -0.1377097814716399 -0.03635834262911878 -0.1800312453053064 -0.072880908470044192 0.10983083317585199 0.059465933910487635 -0.26753712952136993 -0.023218026855148566 0.046894481051943965 -0.020790571186866537 -0.23469364806300119 -0.010023146539049991 0.024396969826093743 0.097596486439355298 -0.0015289132561378494 -0.046578019629936102 -0.014109017796741397 -0.10169627030571814 -0.22767756314327323 0.16583247733488682 -0.01333709786767545 0.089881060663926413 -0.015992415664065281 -0.0027681239762732501 0.036708719663474026
leaf_weight=58 87 27 132 67 36 20 249 36 87 81 134 20 78 555 149 21 51 175 65 501 139 102 34 24 25 23 59 1335 158 49
leaf_count=58 87 27 132 67 36 20 249 36 87 81 134 20 78 555 149 21 51 175 65 501 139 102 34 24 25 23 59 1335 158 49
internal_value=0 -0.00826784 -0.00494534 0.00708524 0.0731361 0.0134149 -0.0164633 -0.0545065 -9.33102e-05 0.00498792 -0.00481329 0.000445933 0.0464961 0.0553668 -0.0551836 -0.102633 0.0481563 0.0514288 -0.00752653 -0.0194211 -0.0582264 0.0259614 0.00208302 -0.0383865 -0.0141984 -0.122788 0.0239991 -0.00955295 0.027185 0.089456
internal_weight=0 3886 3629 1775 174 107 1854 285 1601 1469 1213 1126 691 613 257 108 87 256 992 732 231 260 195 211 164 47 161 1569 234 76
internal_count=4577 3886 3629 1775 174 107 1854 285 1601 1469 1213 1126 691 613 257 108 87 256 992 732 231 260 195 211 164 47 161 1569 234 76
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=29 27 5 12 4 1 2 13 22 7 16 10 12 22 18 12 18 21 22 10 29 16 13 15 14 10 16 15 29 4
split_gain=142.52 61.3049 59.0276 41.2356 34.9335 53.3316 42.5366 40.8962 79.3746 63.078 49.7501 40.6042 35.6876 40.7852 44.9559 35.1828 34.0494 33.992 46.2921 38.2873 32.4952 30.5483 32.712 32.2174 30.3193 29.0527 28.6968 28.2232 33.3714 27.4654
threshold=50.000000000000007 5.5000000000000009 121.25561233300893 421.21108490566047 268.59701299838076 325.21899103452506 617.02497320647092 71.926511870015446 0.057454084643807669 677.53184417719842 285.65000000000003 219.39520003970335 905.53955014878363 0.31397163443040793 1.0953441112421916 616.36313714433368 1.4894455873072998 1.0354201020109601 -0.03860226835721494 219.39520003970335 95.000000000000014 522.82500000000016 216.94223790278633 849.50000000000011 0.039130633543198359 312.41270071966102 733.90000000000009 593.00000000000011 65.000000000000014 73.446614583333357
decision_type=2 2 2 2 2 2 2 2 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 -1 -2 11 16 7 8 -7 10 -9 29 15 21 -15 -8 24 18 19 -4 -16 -14 23 -23 -6 27 -5 -12 -29 -3
right_child=1 4 17 26 5 6 12 9 -10 -11 25 -13 13 14 20 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.084687206758452316 -0.08100462154980051 -0.11452143483484785 -0.15907592713832855 -0.017678993536666888 -0.0086238038912415504 -0.18505868673324588 -0.024795572608709335 0.0799220078174145 0.039379131758155737 -0.16616026362776759 -0.064707426902588835 0.095979331316606659 0.03253945323870952 0.026567262176262298 -0.17042858083458509 0.13574549043334502 0.023331657862233606 0.12871600391001117 0.049755239475718478 0.0301073973229074 -0.031128850850191986 0.043166549164492737 0.058361786603927615 -0.024117336442212926 0.13098625529557467 -0.12125374180078508 -0.1262575880289078 -0.11049206236546689 0.018654570018881048 -0.017068088507690905
leaf_weight=35 128 30 20 924 20 40 20 62 26 25 71 31 469 46 34 43 163 49 564 23 33 87 77 391 70 25 25 22 221 803
leaf_count=35 128 30 20 924 20 40 20 62 26 25 71 31 469 46 34 43 163 49 564 23 33 87 77 391 70 25 25 22 221 803
internal_value=0 -0.00744105 0.0418465 -0.0277256 0.000336234 0.00776886 0.00136573 -0.0233965 -0.0966438 -0.0120483 -0.00244033 -0.0163958 0.0115182 0.00745888 -0.0495551 0.0847801 0.0505914 0.0485975 0.04213 -0.0578848 -0.101818 0.0137505 -0.00212708 -0.0118711 0.0999618 -0.0175036 -0.0205393 -0.00924329 0.00696228 -0.0205778
internal_weight=0 3886 691 1077 2809 1945 1692 492 66 426 401 864 1200 1137 113 63 253 656 607 43 67 1024 555 478 90 339 949 314 243 833
internal_count=4577 3886 691 1077 2809 1945 1692 492 66 426 401 864 1200 1137 113 63 253 656 607 43 67 1024 555 478 90 339 949 314 243 833
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=13 19 8 21 13 4 6 4 6 8 2 19 5 13 19 24 19 9 28 19 6 13 8 0 9 24 4 19 15 13
split_gain=55.4688 64.8179 54.606 54.2753 36.822 47.5758 56.2055 50.467 38.083 37.6287 37.2948 33.6818 32.9879 32.5782 32.5493 34.0834 28.4451 74.2918 55.5016 32.2697 40.6247 37.7078 42.7064 63.4486 36.3288 30.0443 32.2224 29.7701 32.474 28.0885
threshold=77.999234393404024 1.2514257316655435 208.69598651728171 0.54634309810600235 165.52450021572187 255.74477548920166 219.00840053763446 633.16385418154869 624.56740430407194 2847.6071428571436 1200.9221571904275 1.0458973913291594 156.18529587567247 58.966223833004221 1.1439530127360258 0.45386561421133736 0.86024201226309571 244.73053181386516 7.5000000000000009 1.0927552484264831 216.23636101565225 110.76882614469012 762.73100490196089 525.53846153846166 145.1168494825325 0.16370402928510494 343.71688034188043 1.2092276923624772 1615.4000000000001 109.58035317144375
decision_type=2 2 2 2 2 2 2 2 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 3 -3 14 9 12 -7 8 -8 16 11 -9 -6 -1 29 -16 17 -5 -19 21 24 22 23 -18 -21 -22 -27 28 -28 -2
right_child=1 2 -4 4 5 6 7 10 -10 -11 -12 -13 -14 -15 15 -17 19 18 -20 20 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.082383400024513581 -0.0023475063953366949 -0.12731603318825366 0.040474163574519106 0.016610142832156272 -0.17694191412468041 0.11933545007769551 -0.029122385436078604 0.11085470112675631 -0.16995889359996433 -0.095371482175375735 -0.092802391307694576 0.0097038985970756622 -0.022025269601080154 -0.012512086383216971 0.091078442375042618 -0.010075326856248868 0.01705841544760071 -0.23909009915022625 -0.024028866551816463 0.001341030050231063 0.054283446072099298 0.07178749777715164 0.10037924166695744 -0.16656915474505651 -0.18294012673199178 0.06649465527385473 -0.032771931346505877 0.040481485288452218 -0.18633714442451796 -0.052545669525005362
leaf_weight=70 164 20 642 300 28 35 224 55 21 28 21 82 27 1429 42 161 181 21 28 23 130 282 51 21 20 35 40 27 21 348
leaf_count=70 164 20 642 300 28 35 224 55 21 28 21 82 27 1429 42 161 181 21 28 23 130 282 51 21 20 35 40 27 21 348
internal_value=0 0.00768246 0.035405 8.63068e-05 0.00980378 -0.0132272 -0.00221902 -0.0127759 -0.0411941 0.019203 0.0312904 0.0503119 -0.100892 -0.0157749 -0.0230318 0.010853 0.0219217 -0.00203627 -0.116198 0.0319835 0.00549069 0.0466412 0.0186125 -0.00203158 -0.0843711 0.0207637 -0.0146638 -0.0469427 -0.0856386 -0.0364666
internal_weight=0 3078 662 2416 1701 493 438 403 245 1208 158 137 55 1499 715 203 1180 349 49 831 296 535 253 202 43 253 123 88 61 512
internal_count=4577 3078 662 2416 1701 493 438 403 245 1208 158 137 55 1499 715 203 1180 349 49 831 296 535 253 202 43 253 123 88 61 512
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=29 4 17 14 20 14 17 20 10 28 8 15 29 24 14 20 17 8 21 20 20 13 25 24 11 10 20 14 26 10
split_gain=102.978 37.56 53.4957 43.1757 53.984 39.9767 35.535 29.8714 44.8867 40.7568 38.8294 32.7564 37.7825 31.0849 44.2408 35.8552 52.8248 34.5988 32.2549 38.2954 37.4188 37.1836 30.2915 57.8257 36.3093 46.1423 35.2319 38.4004 38.7376 33.538
threshold=35.000000000000007 157.9421427772067 0.95667343732974353 0.00031161795181965666 4.7333323656917736 0.0040291623525569387 1.1658992752120925 3.7165071886661165 146.11756511205331 2.5000000000000004 829.71631447398329 3034.7999999999997 170.00000000000003 0.78767166264155886 0.00099962939797582778 3.0109391685311633 0.93699314437962788 1732.3809523809525 0.20538634976392295 2.8961761506231816 2.8413817300726047 70.65785792944574 0.5882740793404907 0.22245211501035883 240.40341452045217 95.202803606649766 1.5022018352137503 0.4280217625722969 1.0000000180025095e-35 80.852748163761021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 -4 -7 11 9 -9 -10 13 -13 14 17 16 -15 -5 -16 20 22 -21 23 26 25 -25 -20 -28 -29 -30
right_child=1 3 5 4 -6 6 -8 8 10 -11 -12 12 -14 15 18 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.037823312516605721 0.071993908165274442 -0.029357156118674062 -0.16310687012249425 -0.15352729897825951 0.13481273104747135 0.055620965454727417 -0.058158957174559336 -0.079627733010538798 -0.21165812130678785 0.041357452672304985 -0.051739012617237713 0.0065201327949762347 0.17687672117482062 0.22501583819277587 -0.098301072639878848 -0.05163282419268328 0.040736735817044976 -0.027430224824977451 -0.020004230575072612 -0.018896809588067044 -0.099777215327087207 0.063492401305626597 0.049620080586933235 -0.030503011401742698 -0.025363155901549292 -0.20801139802292543 0.0058453481149795131 -0.030033709552316441 0.15562618094973449 0.048832852490103024
leaf_weight=622 37 538 31 31 30 32 193 43 22 79 49 30 23 20 32 26 70 73 443 78 38 184 118 32 278 27 1211 42 41 104
leaf_count=622 37 538 31 31 30 32 193 43 22 79 49 30 23 20 32 26 70 73 443 78 38 184 118 32 278 27 1211 42 41 104
internal_value=0 -0.00594845 -0.0404005 -0.0031919 0.00131415 -0.056645 -0.0419769 1.972e-05 -0.0380748 -0.00128487 -0.101291 0.0025541 0.0804485 0.00110453 -0.00104822 0.0518055 0.0816876 -0.0650169 0.00148326 0.00271327 -0.00135605 0.0389643 0.000272877 -0.00240066 -0.0404848 -0.111736 0.00457073 0.0123581 0.0545341 0.0790296
internal_weight=0 3955 293 3662 3124 256 225 3094 193 122 71 2901 53 2848 2732 116 90 104 2628 2596 2334 262 2296 2178 337 59 1841 1398 187 145
internal_count=4577 3955 293 3662 3124 256 225 3094 193 122 71 2901 53 2848 2732 116 90 104 2628 2596 2334 262 2296 2178 337 59 1841 1398 187 145
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=4 18 11 22 3 11 14 15 27 22 25 24 13 18 14 14 13 27 12 22 17 18 14 14 14 17 4 26 4 15
split_gain=42.439 43.7374 62.9287 56.3249 47.7176 37.1041 38.893 47.5824 44.6023 37.8372 36.2994 39.3261 35.6599 34.8983 33.9888 39.3064 40.5331 30.7054 40.1508 37.3613 32.5426 36.9544 32.3536 60.8555 59.9301 45.7587 30.6237 42.3778 33.8274 30.1831
threshold=267.09869820733019 1.3762061572026643 321.55470233968595 -0.25918631879571691 273.94638970620321 176.87889249268747 0.00023795643021131918 2857.0000000000005 7.5000000000000009 0.27021098971792118 0.88578373941805533 0.81640854842158772 163.69081163849944 1.2539424140320508 0.0065498340148845815 0.00036221822435346108 65.999617274430577 8.5000000000000018 705.42687121294773 -0.032673691740099285 1.7128378182477901 1.0801053102231126 0.045913347544224277 0.070835971480289681 0.035506394736868827 1.2259605869603742 112.80796437146817 1.5000000000000002 261.16465160674517 416.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 -4 -2 -6 9 17 -9 -7 11 12 26 29 15 16 -13 20 -19 -20 21 -8 24 -24 -23 -26 27 -1 -28 -14
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12 14 13 -15 -16 -17 -18 18 19 -21 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.015223378750185172 0.094994536042213445 0.006712230096125732 -0.083208186149597171 0.073270798664371903 0.035405552751182963 -0.018355929623566455 -0.046592954989014702 0.015831956115585785 0.14960788504944908 -0.13771555940197275 0.060572219530089955 -0.10161911065713698 -0.073356814682483673 -0.17497491479984351 -0.17693888999521734 0.018959304646245744 -0.0052836979577398817 -0.16322425532341003 -0.099126793385517831 -0.0011134696186339255 -0.12185644060373307 -0.0032751554786978714 0.098991535808004086 0.007715026535380665 -0.20188253447413446 -0.0091603870080275967 0.0087588747550173124 -0.17487332458081453 -0.093199461556094543 0.031732312711172328
leaf_weight=60 50 690 25 288 217 67 165 81 36 44 61 119 75 21 20 76 69 25 54 139 23 620 84 560 28 22 758 23 34 43
leaf_count=60 50 690 25 288 217 67 165 81 36 44 61 119 75 21 20 76 69 25 54 139 23 620 84 560 28 22 758 23 34 43
internal_value=0 0.00625761 0.0235825 0.0607725 -0.00158746 -0.00381799 -0.00818735 -0.004714 0.0569938 -0.0656697 -0.0148175 -0.0183605 -0.00914871 -0.0561996 -0.0512504 -0.0417286 -0.066262 -0.00891157 -0.0439827 -0.0285369 -0.00382135 -0.00198578 0.00361558 0.0196207 -0.0117684 -0.117085 -0.00167434 -0.0594637 0.00438188 -0.0350616
internal_weight=0 3218 1003 313 2215 2165 1948 1837 117 111 1359 1298 1014 139 284 264 188 1720 218 193 1502 1479 1314 644 670 50 875 83 792 118
internal_count=4577 3218 1003 313 2215 2165 1948 1837 117 111 1359 1298 1014 139 284 264 188 1720 218 193 1502 1479 1314 644 670 50 875 83 792 118
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=13 12 18 17 15 15 4 24 16 12 6 0 18 13 10 13 2 12 10 10 20 12 13 16 15 20 12 13 19 2
split_gain=38.0458 56.8429 55.9942 62.4179 39.7845 39.4197 63.2282 52.6996 47.3477 31.3293 31.2058 31.4335 27.3728 35.5171 39.0284 45.1806 42.4524 27.2113 43.9404 31.7786 34.9951 26.9965 31.5042 26.3872 26.3658 45.3578 35.9474 41.863 36.7288 27.7591
threshold=77.999234393404024 391.50000000000006 1.3268754248335484 0.92674716604464225 976.50000000000011 1426.3 143.92470712658641 0.00082441866363776783 157.67500000000004 742.45301202252949 608.20719572867381 482.04551630434787 1.6325652381613474 58.644280306441551 70.616510034865016 72.932620759796706 437.24185508889974 2209.2295162690802 146.47559681697615 124.06398621481908 1.8424479935891578 2383.9695840675481 109.58035317144375 123.95000000000002 1811.2500000000002 2.5441741672964162 2038.6889179063612 132.00032981530345 0.9779086482024778 678.33954387589404
decision_type=2 2 2 2 2 2 2 2 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 23 3 -3 10 7 -7 -5 -8 -9 11 -4 13 -1 15 16 -15 19 -19 -6 -21 22 -11 -2 25 -10 27 -26 -28 -27
right_child=1 2 4 5 17 6 8 9 24 21 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 26 29 28 -29 -30 -31
leaf_value=-0.11295893071458125 -0.041354754538490225 0.080059649350561118 0.010170019034460517 -0.018638213521086005 0.13837993956274458 -0.19733997892588379 -0.11831841732121327 -0.055985417100600898 -0.013755850812250918 0.021525610985192855 0.11160972368504321 -0.081961981002241377 0.017582243201170179 0.00078956763570507378 -0.010618327731447245 -0.20607760451911461 -0.1674411565065384 -0.06540673189237714 0.067168317213654516 -0.058124803578747178 0.058430172882826641 0.0056043508994792195 0.083162690877555789 -0.18039174035768069 0.014000684359311084 -0.052909853751771152 0.068560817817899786 0.14436415852105711 -0.025286384674254803 -0.19059025733559221
leaf_weight=39 39 89 499 439 45 20 44 42 165 171 28 40 244 60 1115 21 20 50 50 28 322 210 161 21 107 32 47 32 370 27
leaf_count=39 39 89 499 439 45 20 44 42 165 171 28 40 244 60 1115 21 20 50 50 28 322 210 161 21 107 32 47 32 370 27
internal_value=0 0.00636252 0.00827863 -0.00175804 0.0267642 -0.00565829 -0.0216558 0.00754 -0.0173916 0.0272185 0.00867978 0.00333276 -0.0130646 -0.019023 -0.0160103 -0.0755354 -0.0412681 0.0474792 0.000880793 0.0592762 0.0491058 0.033666 0.0514159 -0.0900177 -0.0116983 -0.0406641 -2.85568e-05 0.0440124 -0.0147089 -0.115916
internal_weight=0 3078 3018 1956 1062 1867 844 1023 824 584 567 539 1499 1255 1216 101 80 495 100 395 350 542 332 60 780 224 556 139 417 59
internal_count=4577 3078 3018 1956 1062 1867 844 1023 824 584 567 539 1499 1255 1216 101 80 495 100 395 350 542 332 60 780 224 556 139 417 59
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=27 7 28 9 9 18 2 22 23 27 22 4 8 13 22 16 3 18 10 22 17 0 0 22 7 16 28 28 9 3
split_gain=41.0329 44.4785 76.2325 37.7728 35.5337 32.2155 50.1885 40.2177 48.8593 52.4795 46.5903 37.0216 36.8734 48.9934 37.7708 34.9384 31.7221 30.2415 30.1963 29.9072 35.6165 38.4999 27.4786 31.5372 27.1895 27.1505 27.0033 25.7067 23.495 23.1192
threshold=6.5000000000000009 350.84877562479937 1.0000000180025095e-35 165.37450896100697 957.13089304257539 1.3676213686484779 591.15489811734301 0.20979420624297623 0.060435836046288043 8.5000000000000018 0.036664928844874357 120.62272727272729 1318.3571428571431 147.37202741427072 0.29805125344233513 264.62500000000006 385.39014775704123 1.2267693638431691 134.00870646766171 -0.071317544569254057 1.4139274609577888 458.11757990867585 887.63712938005403 0.053627677608232727 286.76099034804491 765.50000000000011 22.500000000000004 21.500000000000004 187.18106962772239 203.79224841993241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 16 7 11 8 9 17 -10 -7 13 14 -9 29 -5 22 -18 20 -8 -22 23 -2 -17 -24 -4 -12 -20 -11
right_child=5 3 26 4 -6 6 19 12 10 15 27 -13 -14 -15 -16 24 18 -19 28 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.18989361781747111 0.012406452411125399 0.083644855858720085 -0.036241131663595209 0.070164082549512383 0.1058080335280725 -0.12768066090531646 -0.046785833522677428 -0.0093468985399779141 -0.067005309172802494 -0.050381233640339064 0.06326600285246968 0.01083423137130729 -0.0076412520080339167 -0.21089544818736614 -0.15140842124819756 -0.18258716280882559 -0.050039407589640685 0.045742996170678563 0.099719155473368515 0.082385669265899603 0.019760257784898084 0.17708142073381516 -0.1575130119919777 -0.092641011277033447 -0.060494833998382097 0.0034727407246828083 0.044893163879928387 -0.017839801303214498 -0.0070495391061800279 0.096627012938261037
leaf_weight=31 366 49 379 50 28 20 50 85 36 23 297 548 552 20 24 24 172 170 21 180 60 21 22 31 76 20 46 45 1111 20
leaf_count=31 366 49 379 50 28 20 50 85 36 23 297 548 552 20 24 24 172 170 21 180 60 21 22 31 76 20 46 45 1111 20
internal_value=0 -0.0113049 -0.0385022 -0.00263822 -0.00569746 0.00793022 0.0236382 0.00030607 0.0118747 -0.00286776 0.0412038 0.00595695 -0.0188901 -0.0670248 -0.0406265 -0.0573841 -0.00800333 0.00993328 -0.0110005 0.0559307 0.0195804 0.0605472 -0.00393381 0.00420375 -0.089797 -0.0808531 -0.0274595 0.0525942 -0.00506885 0.0179947
internal_weight=0 1887 456 1431 1382 2690 879 1811 1130 752 378 568 681 129 109 143 1354 609 1304 311 131 81 439 397 100 42 425 342 1132 43
internal_count=4577 1887 456 1431 1382 2690 879 1811 1130 752 378 568 681 129 109 143 1354 609 1304 311 131 81 439 397 100 42 425 342 1132 43
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=29 29 29 14 3 9 4 14 24 14 23 21 13 29 6 6 1 6 1 29 17 13 4 8 26 10 20 20 21 6
split_gain=57.0548 31.3787 26.8643 30.7695 26.8072 23.3838 46.4914 43.492 32.6802 48.6427 31.7074 26.7953 26.0587 41.1004 22.9498 85.852 40.703 27.6666 34.0839 56.4795 109.791 45.5006 26.5594 27.2334 23.9119 24.0071 22.2528 31.6291 24.2085 21.7982
threshold=50.000000000000007 110.00000000000001 125.00000000000001 0.077318263177783342 1822.1481499531399 227.46502096835687 277.43639767182174 0.0011571155381834995 0.80028562906984546 0.00073967389224598287 0.65242581619127282 0.43756173826705153 138.01899462778206 75.500000000000014 217.85806884834113 204.54191505216099 321.85078085694505 176.71886477462439 316.93888585594078 185.00000000000003 1.3469390313035656 74.370503776038476 341.44689773723644 370.68995535714288 7.5000000000000009 98.596655165466316 2.936692808688989 2.8521410921304216 0.36196558275101992 118.05253574081884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 14 11 7 -7 9 10 -8 -2 -11 -14 15 17 24 18 -4 21 -21 -20 23 -17 25 -16 27 -18 -28 -22
right_child=1 2 4 -5 -6 6 8 -9 -10 12 -12 -13 13 -15 16 22 26 -19 19 20 29 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.02647695199479639 0.038233395425741341 -0.018659089253439256 0.002555107799989562 0.12835087535636766 0.089798629599990271 -0.056837086963653562 -0.18075371033201615 -0.2064663098558136 0.069369791629837793 -0.027646986387217978 -0.032790195853782018 -0.013345064757509581 -0.012371058175961177 0.11761681891770825 -0.061679727612063286 -0.22602824767430627 -0.00048682426783254847 0.034352289476810259 -0.061944363601505764 -0.30456565611419228 -0.1196414642346402 0.10303782739210875 -0.010236101418733597 -0.092813865467906001 0.13681361180159354 0.061626665438214934 -0.014290354488303467 -0.12416842693374271 0.074965327885001903 -0.0011649347164414147
leaf_weight=691 121 24 403 35 33 125 30 23 41 274 28 601 75 36 20 21 1342 160 35 21 24 32 25 57 31 75 49 21 80 44
leaf_count=691 121 24 403 35 33 125 30 23 41 274 28 601 75 36 20 21 1342 160 35 21 24 32 25 57 31 75 49 21 80 44
internal_value=0 -0.00470807 0.00186311 0.0685502 0.000272115 -0.0169963 -0.0310425 -0.0800903 -0.0160444 -0.0239495 -0.109323 -0.00470103 -0.011088 0.0297872 -0.000938694 -0.0145452 0.0059739 -0.00231335 -0.012808 -0.052496 -0.104703 0.0168531 -0.0999309 -0.128679 0.0605526 0.0356674 0.00136471 -0.00239241 0.041062 -0.0429802
internal_weight=0 3886 2532 59 2473 1354 632 148 484 443 58 722 385 111 2440 822 1618 719 559 156 89 67 103 78 126 95 1492 1363 129 68
internal_count=4577 3886 2532 59 2473 1354 632 148 484 443 58 722 385 111 2440 822 1618 719 559 156 89 67 103 78 126 95 1492 1363 129 68
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=29 5 29 21 22 21 11 19 11 6 19 19 21 14 28 15 20 29 14 17 13 29 14 14 14 19 5 20 15 6
split_gain=46.2144 37.997 25.4168 25.0951 35.2113 32.4995 23.4518 23.8681 39.4134 57.3248 33.3526 30.1596 41.1321 25.3997 30.0009 23.0876 22.8301 22.4478 24.9233 21.0683 32.1991 23.9547 25.0259 33.4137 25.3478 22.3858 20.8762 19.5678 41.0218 41.0348
threshold=50.000000000000007 121.25561233300893 110.00000000000001 1.0354201020109601 -0.03860226835721494 0.75097513247247594 49.587719298245624 0.83998818176072843 198.93330759099703 337.87062784410529 0.92655602979881724 0.99858041926173813 0.45072683356893012 0.0062551982256310859 5.5000000000000009 3627.7500000000005 1.8268440332824383 125.00000000000001 0.077318263177783342 0.94737150204914411 96.781448881612661 95.000000000000014 0.00018944103053264972 0.00036221822435346108 2.4088404800730303e-05 1.4447888292032711 214.47678181607759 1.5688624190025717 726.00000000000011 246.28125769641247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -3 -2 8 -8 -10 16 12 -12 -14 -15 17 -9 18 -4 20 25 22 24 -24 -21 26 -13 -19 29 -29
right_child=2 3 15 -5 -6 -7 7 10 9 -11 11 19 13 14 -16 -17 -18 27 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.07769123712022391 -0.1227802337706089 0.02969088195823133 -0.016793180608268208 0.098085374021142424 0.030338975979124216 -0.14460756553579932 0.01880163499671552 -0.0016118722179761299 -0.19977771411790993 0.005879683582031209 -0.17729451596736909 0.093614599108695989 -0.12835656672716142 -0.05497781177227562 0.088579536043107518 0.09929153583943845 0.1059121804125607 -0.016557247813073668 0.11551578490861825 -0.042748124551560199 -0.15378496457229962 0.10019105332480237 -0.080528314364357645 -0.0054915867903856351 0.067624732173611354 -0.057613581369808889 -0.022329344947568396 0.011172924770177201 -0.0046512518063718611 0.075502297856987727
leaf_weight=35 20 20 24 49 564 23 36 39 33 23 25 24 20 37 24 24 40 592 35 28 22 22 65 682 81 89 44 359 1361 137
leaf_count=35 20 20 24 49 564 23 36 39 33 23 25 24 20 37 24 24 40 592 35 28 22 22 65 682 81 89 44 359 1361 137
internal_value=0 0.0238293 -0.00423727 0.0292457 0.0236887 -0.0635385 -0.0152967 -0.0136852 -0.0628323 -0.115311 -0.0100447 -0.0143157 -0.0651676 -0.0305605 0.00150377 0.0016768 0.0528307 0.00074269 0.0616952 -0.00921605 -0.0404839 -0.00284139 -0.00548942 -0.0120209 0.0392721 -0.0246073 0.018592 -0.000725745 0.00432124 0.0289413
internal_weight=0 691 3886 656 607 43 1354 1334 92 56 1242 1163 106 81 61 2532 79 2508 59 1057 179 878 856 747 109 157 68 2449 1857 496
internal_count=4577 691 3886 656 607 43 1354 1334 92 56 1242 1163 106 81 61 2532 79 2508 59 1057 179 878 856 747 109 157 68 2449 1857 496
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=29 27 9 11 11 22 9 22 18 8 29 18 18 9 10 21 25 23 27 26 13 2 25 23 13 3 8 29 29 26
split_gain=38.1644 43.0013 31.0438 25.5838 44.2442 33.1474 29.328 23.8684 38.8433 42.2356 37.796 26.6543 25.9427 36.9948 34.2938 91.1537 25.4524 61.0468 22.5454 37.542 30.3127 21.7537 23.5233 27.8855 21.6289 23.1215 23.2665 23.0131 20.6383 27.2901
threshold=35.000000000000007 6.5000000000000009 957.13089304257539 130.50161141804793 176.09759852216752 -0.30831029693740691 86.952135540343889 0.26527727053395683 1.3489545171209447 1282.7776290346574 200.00000000000003 1.0903906527518894 1.0675928647619606 150.97212061767848 69.696774886219771 1.346166576738941 0.0079065884399830821 -0.042997645655340325 8.5000000000000018 12.500000000000002 65.166858445749128 929.88134676354332 0.42131842291446203 0.17916488908544861 187.00215056186639 259.93124520954353 347.64372563283729 185.00000000000003 65.000000000000014 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 -3 6 -6 -5 12 9 -9 11 -11 13 -7 15 -14 17 -15 20 21 -16 22 23 -20 25 26 -8 -27 29 -2
right_child=1 3 -4 4 5 7 24 8 -10 10 -12 -13 14 16 18 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.023025898158650769 -0.031934943902524542 -0.015147576589895281 0.10728128461167218 0.14136004051952453 -0.10938343686553149 0.092360899150371559 0.028701059068650166 -0.14149158948825466 0.052179602795728933 0.042944375759568713 0.088715362663452452 -0.064624076053067789 -0.15685633524424503 -0.028407974822484718 -0.051475010754333611 0.10530198237725669 0.012682829383346771 -0.22892502033236353 1.5588529355876097e-06 -0.085563967206204933 0.033111208185131628 0.10182192166491102 -0.073421828416841375 0.1164874787752827 0.13152684391964051 0.02251888138353653 0.1377774591219019 -0.073811153056366111 -0.012970800235715891 -0.13204274163731644
leaf_weight=622 224 506 20 27 26 20 48 36 54 29 26 112 36 49 45 21 36 22 143 48 724 24 35 24 21 217 33 28 1290 31
leaf_count=622 224 506 20 27 26 20 48 36 54 29 26 112 36 49 45 21 36 22 143 48 724 24 35 24 21 217 33 28 1290 31
internal_value=0 -0.00362127 -0.016507 0.00481646 0.0101784 0.00255169 0.0409705 0.00451281 -0.0231981 -0.0432493 -0.0220713 -0.0425001 0.010317 -0.0324767 0.0152577 -0.0602717 -0.0558108 -0.09054 0.0193854 -0.0052452 0.0281614 0.0118136 0.0011196 0.0167421 0.0331592 0.0268227 0.0731396 0.0115097 -0.0181094 -0.0441049
internal_weight=0 3955 1565 2390 1884 1510 374 1484 257 203 167 141 1227 127 1100 57 107 71 1043 274 769 226 202 167 347 326 81 245 1545 255
internal_count=4577 3955 1565 2390 1884 1510 374 1484 257 203 167 141 1227 127 1100 57 107 71 1043 274 769 226 202 167 347 326 81 245 1545 255
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=26 26 7 8 22 5 27 27 9 26 28 3 3 19 9 20 3 6 6 0 0 13 3 25 14 13 26 0 5 5
split_gain=26.2585 54.4055 44.6626 61.3673 91.1772 99.2247 40.5575 41.7338 65.9715 48.9733 53.042 38.7925 38.0297 37.5322 60.4296 35.1907 32.2885 32.8481 40.1588 31.6745 30.9692 33.5067 32.3121 39.433 31.407 29.5743 37.746 30.6282 60.7824 48.7888
threshold=6.5000000000000009 3.5000000000000004 320.80956777424325 501.19979784366581 0.093206329098881588 161.68391174577167 9.5000000000000018 5.5000000000000009 646.23078547297303 11.500000000000002 4.5000000000000009 999.75557760156266 287.24234309752404 0.86024201226309571 258.47804255319153 1.7409704957618237 294.01619296347286 370.28208709770405 302.46208787154734 450.99573560767595 876.08091801385694 255.11412528589966 822.49845657067124 0.040971746472444941 0.0092790239236682191 65.166858445749128 1.0000000180025095e-35 581.76483050847469 127.24628622214983 212.79600089857919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 -5 7 9 13 10 -2 -10 -3 14 19 -1 -15 18 -18 -9 21 22 -14 -24 -25 -4 -27 28 -28 -30
right_child=6 12 25 4 -6 -7 -8 8 11 -11 -12 -13 20 16 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.038625311110775142 -0.18912625154179913 0.089395691946681066 -0.014382747715430411 -0.35778280230704695 0.055327406298855075 -0.070228896321107945 -0.084499007551413444 -0.031772186617399084 -0.0015164331222573917 0.0044542377584625079 -0.047144841801792646 -0.12865233147915986 0.036803941164297735 0.092361018891097046 -0.183861978245633 0.0070164305722800555 0.01842123337888292 0.04013772698429724 -0.064831970106152922 0.052688453393056993 0.11321875334114713 -0.11213903535157442 -0.12996661101281645 -0.012115969576989301 0.11055913865566254 0.032925896337765513 -0.18813398242706347 0.021228559415527239 0.075906713629284736 -0.030665896116387804
leaf_weight=301 31 91 469 20 23 30 72 145 42 166 174 56 381 64 21 385 182 300 85 64 34 20 25 160 24 603 21 289 52 247
leaf_count=301 31 91 469 20 23 30 72 145 42 166 174 56 381 64 21 385 182 300 85 64 34 20 25 160 24 603 21 289 52 247
internal_value=0 0.00503323 -0.0021513 -0.0222858 -0.109452 -0.18525 -0.0113984 -0.00744103 0.00357679 -0.0359211 -0.0686152 -0.0741655 0.0288839 0.0124255 -0.0221566 -0.01301 0.0250307 0.0174308 -0.0080826 -0.00590864 0.0203333 0.0151561 0.0194712 -0.0121258 0.00388513 0.00693975 0.0151908 -0.0023696 -0.0236817 -0.0121315
internal_weight=0 3175 2440 759 73 50 1402 1330 959 371 205 98 735 861 230 686 631 567 267 209 644 610 590 209 184 1681 1212 609 320 299
internal_count=4577 3175 2440 759 73 50 1402 1330 959 371 205 98 735 861 230 686 631 567 267 209 644 610 590 209 184 1681 1212 609 320 299
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=29 12 27 9 24 23 0 1 24 12 16 28 20 20 12 21 14 11 28 1 9 12 13 20 1 16 14 9 1 19
split_gain=25.9554 25.6304 24.4672 23.7963 23.3689 22.098 21.978 28.8178 40.0327 20.6608 29.039 19.8314 26.6585 24.4597 20.651 24.234 41.2203 48.5783 46.6683 29.9226 23.2432 24.723 25.4565 19.5032 19.4152 40.5081 30.4544 102.639 18.3493 17.9218
threshold=50.000000000000007 3542.5212268437203 6.5000000000000009 957.13089304257539 0.14596273389363926 0.041105347101272262 93.68155412263151 163.01276151761667 0.21141794958639057 2883.1088327283128 559.6500000000002 23.500000000000004 2.3139019700278634 4.0616150887290781 329.07621368639064 0.80257502246324253 0.2716828478964402 536.38232653061243 1.5000000000000002 255.64410721838524 173.56861977731236 921.75178100904009 105.1196741397289 1.9190171337628146 749.57982390672316 325.10000000000008 0.040845971956336782 321.76003127324702 874.07086684371063 1.2449479404158903
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 -4 8 -8 11 -11 13 29 14 -2 24 17 18 -17 -20 -21 -22 -23 -7 25 -16 27 -27 -26 -13
right_child=2 -3 6 -5 5 23 7 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 19 20 21 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.057042853667529404 -0.077927336139449244 -0.093695789501070992 0.050665021193352471 0.095467275921255354 -0.082278437462324897 -0.080835765153169648 -0.015843742946162819 0.0034327523764450963 -0.1806619479507208 0.055065434484139968 -0.069497446343302724 0.026896602606138915 -0.018956969448760765 -0.12078952050209046 -0.0087757137356128927 -0.17382477497750964 -0.0038964101934049391 -0.21509173303842544 -0.1473963912576437 -0.082715594132896517 0.10685548432171346 -0.11254000926301594 0.012789883777953382 0.019934184507472627 -0.074579458112517996 0.14747389252814982 0.13611775433742687 -0.14350484636696903 -0.012510539091784845 0.1327320508658886
leaf_weight=143 60 20 94 20 24 20 56 2164 20 85 24 80 146 25 293 27 202 20 20 40 20 21 71 484 60 27 38 22 231 20
leaf_count=143 60 20 94 20 24 20 56 2164 20 85 24 80 146 25 293 27 202 20 20 40 20 21 71 484 60 27 38 22 231 20
internal_value=0 0.0178581 -0.00317549 -0.0129062 0.0211831 0.0114711 0.00329499 0.00130714 -0.059217 -0.014321 0.0276387 -0.0175351 0.0082872 -0.0229321 -0.0208085 -0.0176701 -0.0364771 -0.0665288 -0.0515978 -0.032411 -0.0172814 0.00608796 -0.015818 0.0159354 -0.00587008 0.00901547 0.0689329 0.0168304 -0.0253083 0.0480637
internal_weight=0 691 3886 1552 671 528 2334 2240 76 1532 109 1423 246 1177 1152 1092 421 219 199 172 152 112 92 504 671 380 87 49 291 100
internal_count=4577 691 3886 1552 671 528 2334 2240 76 1532 109 1423 246 1177 1152 1092 421 219 199 172 152 112 92 504 671 380 87 49 291 100
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=13 20 12 27 10 22 19 11 11 12 14 16 20 13 12 22 24 19 14 8 9 14 13 17 17 12 4 10 17 19
split_gain=23.5447 26.2269 21.4851 23.7197 35.664 21.4697 15.796 14.693 26.5515 19.07 16.3282 38.1667 34.2986 40.0329 23.523 23.0526 81.2991 36.2243 45.239 36.3739 35.1325 30.8227 32.6367 48.5618 27.8497 37.7599 24.6637 22.7311 22.6872 22.5717
threshold=58.966223833004221 2.2256891209407459 384.52352679234087 11.500000000000002 229.97315599327672 0.098609230301068343 1.3753427059540282 46.110628618693141 55.867637191839798 616.36313714433368 0.00031161795181965666 758.30000000000007 2.5157963828108731 95.993529794701175 1771.3855325647849 -0.050477544347445315 0.24978381459542104 1.1941737751273511 0.042782985796734042 540.51854361136213 157.10544867166462 0.070835971480289681 99.982379659374232 1.4693114717200915 1.0695914332686964 697.17348701194703 397.09327721535243 69.696774886219771 1.4622839681860735 0.98095596759139914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 9 -9 -4 11 12 -10 -14 -15 16 24 18 19 -17 27 22 23 -20 -12 26 -26 -21 -24 -22
right_child=2 -3 7 -5 -6 6 -8 8 10 -11 15 -13 13 14 -16 17 -18 -19 21 20 29 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.15433276278898123 -0.064536684526153562 -0.018837970927357672 -0.03967868590727449 0.05567062453899 -0.16920095876208507 0.085192108773626388 -0.01662199819693342 -0.090580698266445159 0.013600531186035167 0.073074662080034616 -0.048615844054227204 -0.14970722109079362 -0.063297728355402594 0.11636900733309714 -0.02180951527718987 -0.1102001621338882 -0.16157072355801411 0.026734928287549465 0.064534472647701971 -0.032461459508963994 0.018975161998760662 0.0082400542235340872 0.066395971828119849 -0.12585840032746395 0.034137271079592982 -0.0024494497573811164 0.16044571330262858 0.090474258025862134 0.18170646460992951 -0.025279078914341752
leaf_weight=20 81 50 20 28 20 20 64 31 289 60 117 20 163 22 28 38 33 860 37 21 143 599 91 21 52 959 22 53 21 594
leaf_count=20 81 50 20 28 20 20 64 31 289 60 117 20 163 22 28 38 33 860 37 21 143 599 91 21 52 959 22 53 21 594
internal_value=0 -0.0575508 0.000893844 -0.0301065 -0.043089 -0.0278026 0.00761946 0.00243159 0.00162561 0.0448863 0.00230895 -0.0142369 -0.00883969 -0.0392868 0.038989 0.00466812 -0.00681654 0.0101509 0.00133617 -0.0145777 -0.0100973 0.0189056 0.056486 -0.00440088 -0.00237577 0.00286149 0.0716884 0.0555871 0.0880167 -0.0166924
internal_weight=0 70 4507 213 185 165 84 4294 4214 80 4183 522 502 213 50 3661 1183 2478 1618 849 811 769 170 58 1150 1033 74 74 112 737
internal_count=4577 70 4507 213 185 165 84 4294 4214 80 4183 522 502 213 50 3661 1183 2478 1618 849 811 769 170 58 1150 1033 74 74 112 737
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=26 12 10 13 26 12 12 13 13 1 12 26 13 13 14 14 14 26 26 26 12 24 21 22 24 0 14 0 7 7
split_gain=21.7584 58.4272 101.682 63.1452 40.8812 44.2927 39.8703 32.6266 37.9629 30.7813 30.0432 36.1362 29.7726 28.4744 30.0142 47.3341 37.0336 51.0857 28.2636 66.5348 42.0393 45.9247 27.7446 26.2257 39.6374 38.0381 24.8891 35.3191 24.0224 38.6759
threshold=6.5000000000000009 1154.1004959598367 186.22503678422206 98.039297781695325 3.5000000000000004 525.53451533457803 1216.3009769983969 216.94223790278633 212.46999575029582 246.90622468350287 525.53451533457803 1.5000000000000002 140.07788060479669 72.001286734185626 0.045913347544224277 0.10192461805133822 0.029407197539484047 11.500000000000002 7.5000000000000009 9.5000000000000018 2589.9839056721808 -0.020985817820185441 0.5951519624313979 -0.054140234143981669 0.14596273389363926 110.56650086505191 0.0048534880146433512 822.56836526305563 1601.7759846771403 1893.5759751033404
decision_type=2 2 2 2 2 2 2 2 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 12 -4 10 -6 -3 8 13 -7 11 -1 -2 -8 16 22 -15 -18 -17 20 21 -20 -16 24 25 -12 28 -28 -25 -30
right_child=1 6 3 -5 5 9 7 -9 -10 -11 23 -13 -14 14 15 18 17 -19 19 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.018969402518799448 -0.027029637849357514 0.11192424324651561 -0.074965188149795983 -0.26219322408151424 0.16184004039868066 0.11094447090807889 -0.082915218602469642 0.039731505913045521 -0.10091507168279755 0.01604613995719591 0.10053920766338707 -0.1454517487436533 0.10542638372629881 -0.010103396839165314 -0.016362749212063276 0.059036140911103721 -0.017269102787893072 -0.1971697830181155 -0.063036075731118524 0.014491245159284866 -0.022891530642906825 -0.26821307331323624 0.10272956493110219 -0.02988060060156485 -0.12343545895419084 -0.015514761384352425 0.016443280471999475 0.095763521348355252 0.05335612189168977 -0.0084694866149220612
leaf_weight=384 112 30 43 31 23 36 47 144 45 676 30 24 20 367 26 63 38 27 24 235 51 20 79 229 32 482 704 61 142 352
leaf_count=384 112 30 43 31 23 36 47 144 45 676 30 24 20 367 26 63 38 27 24 235 51 20 79 229 32 482 704 61 142 352
internal_value=0 -0.0103758 -0.0595645 -0.153399 0.00458168 0.0252565 -0.00190348 -0.00483215 -0.0111112 0.0208444 -0.00164618 -0.0264095 -0.00696054 -0.00697487 -0.00313702 0.013595 -0.0224254 -0.0919971 -0.00234065 -0.014058 -0.08468 -0.156298 0.07324 0.003326 -0.015463 -0.00871472 0.0101951 0.0227682 -0.00310836 0.00930225
internal_weight=0 1402 206 74 3175 735 1196 1166 1022 712 2440 408 132 977 930 498 432 65 393 330 95 44 105 2032 544 512 1488 765 723 494
internal_count=4577 1402 206 74 3175 735 1196 1166 1022 712 2440 408 132 977 930 498 432 65 393 330 95 44 105 2032 544 512 1488 765 723 494
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=13 26 10 14 27 18 26 1 27 26 28 14 7 14 28 0 17 1 0 1 0 14 18 1 0 9 22 18 22 16
split_gain=18.7961 18.3749 36.4927 32.7895 31.2028 29.4742 29.427 31.3338 28.6827 39.0732 43.6933 27.5704 26.6757 29.6473 95.2479 33.5226 26.4038 25.7187 55.5476 41.026 33.509 24.4557 39.6887 46.4422 37.0315 31.0749 24.5953 26.0147 24.3988 25.142
threshold=58.966223833004221 6.5000000000000009 805.30177331420384 0.43405509458881464 9.5000000000000018 1.2172056387965382 3.5000000000000004 246.90622468350287 5.5000000000000009 11.500000000000002 4.5000000000000009 0.10785889339240269 320.80956777424325 0.064275231102686958 1.5000000000000002 363.73729392254421 1.8032718494662634 331.62637224967796 273.96682553032434 199.09457269992268 301.35879064752908 0.3001732596138475 1.2172056387965382 451.55172863108771 310.37436061381078 129.72295238222043 -0.12349911111565216 1.3788370679415762 -0.25167493343417818 431.20000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 8 -6 12 -8 9 10 -3 -7 13 14 -2 28 -9 19 -19 -10 -21 24 23 -23 -20 -26 -27 -28 29 -15
right_child=1 2 -4 -5 5 11 7 16 17 -11 -12 -13 -14 15 -16 -17 -18 18 21 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.051420724509017815 -0.26234080199152232 -0.17404964544392865 -0.10808854939209089 0.049037204671651125 -0.15734763962251169 0.061545740514993667 0.11102123102418293 0.014325303906154782 -0.07136237932942234 0.0058186298213112435 -0.040892243404622851 -0.10068008181723682 0.0067794729675632118 0.076818179772970716 -0.015279777125048806 -0.054634012446159452 0.12818916269711086 -0.13320857165381314 0.143173573538661 0.10222814623266459 -0.015848285047446981 -0.09396404313544432 -0.11951370633593419 0.091325680484935168 0.078230797200320445 -0.08510351329494048 -0.0042430503164066066 0.080103609901852904 -0.0089122277273291466 -0.021948288935117233
leaf_weight=70 20 29 36 100 27 20 38 674 26 161 164 22 1638 76 71 127 21 32 20 82 34 24 41 31 52 34 426 40 402 39
leaf_count=70 20 29 36 100 27 20 38 674 26 161 164 22 1638 76 71 127 21 32 20 82 34 24 41 31 52 34 426 40 402 39
internal_value=0 0.000798636 -0.00870852 -0.00608751 -0.0104452 -0.0758324 0.00508696 0.0226003 -0.00667286 -0.0305564 -0.0609004 -0.0234297 -0.000322773 -0.0161506 -0.0695789 -0.00860099 0.0177658 0.00336844 -0.00450317 0.0421721 0.0676195 0.00166236 -0.0450427 0.010472 0.00950098 0.00465777 -0.00299383 0.00299701 0.00270693 0.0433235
internal_weight=0 4507 1401 1365 1265 69 3106 733 1196 354 193 42 2373 735 91 644 695 842 700 142 116 668 96 55 572 552 500 466 517 115
internal_count=4577 4507 1401 1365 1265 69 3106 733 1196 354 193 42 2373 735 91 644 695 842 700 142 116 668 96 55 572 552 500 466 517 115
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=19 3 7 19 14 14 22 23 27 22 14 7 4 13 21 15 19 26 26 14 6 28 19 21 11 22 23 6 28 7
split_gain=15.2618 46.0291 68.0581 29.3872 31.2306 29.6748 30.3999 33.2522 31.1298 37.592 30.2511 31.9109 28.3062 28.2145 27.7777 27.3138 35.8965 26.3627 25.7697 41.1848 26.5547 25.5777 23.9992 23.8266 22.8917 35.3139 36.1257 25.6512 22.7163 30.0078
threshold=0.85462934077504515 586.49874143975933 589.24969021455206 0.944908496412596 0.25138785752547887 0.43405509458881464 -0.084739085112865112 -0.22083913392040289 3.5000000000000004 -0.1738116236279183 0.045913347544224277 254.6012469546628 513.44974770166596 63.948355551106019 1.2594765343287313 1736.1000000000001 0.9779086482024778 1.0000000180025095e-35 6.5000000000000009 0.034543366669369489 76.545560894475798 7.5000000000000009 1.2302121351732784 0.8108438331452209 339.12823767006813 0.27542915214225067 0.75960147757063601 459.08021279634397 5.5000000000000009 2156.2434585552755
decision_type=2 2 2 2 2 2 2 2 2 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 13 4 12 6 7 22 -9 -10 11 -8 14 -1 -2 16 -12 -7 20 21 -13 24 -5 -14 25 -20 -27 -26 29 -22
right_child=3 -3 -4 5 -6 17 10 8 9 -11 15 18 23 -15 -16 -17 -18 -19 19 -21 28 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.1265372347973642 0.013968115809663971 0.13211848688356223 -0.19541510208731605 0.019057652943906534 -0.016581088059215942 -0.063955041269461319 -0.10643905420787632 0.012640543981474274 -0.1772678103658461 -0.053844831138945476 -0.073521802492621469 0.11042882340109868 0.15514826532956716 -0.0087097674101177195 0.13529780733709534 0.12558342004194856 0.023430291230940176 0.055927419404274425 0.047745187401080566 -0.1373932040970901 0.027425382371434562 0.0088214055778018177 -0.037263045683503151 0.045091006373764862 -0.16942173122827497 -0.016027040885334524 -0.16509131753728504 -0.04740994295231455 -0.0071176555633207794 -0.032804691208281903
leaf_weight=21 186 21 21 181 112 21 30 49 31 121 41 23 37 630 21 24 557 145 62 29 503 241 130 42 21 72 21 96 989 99
leaf_count=21 186 21 21 181 112 21 30 49 31 121 41 23 37 630 21 24 557 145 62 29 503 241 130 42 21 72 21 96 989 99
internal_value=0 -0.0136705 -0.0182264 0.00243915 0.0281823 -0.000499967 -0.00256304 -0.0249725 -0.0566723 -0.0790166 0.001523 -0.00401358 0.045712 -0.0125107 0.0262769 0.0209812 0.0167831 0.0407616 -0.00258836 -0.0214545 0.00374709 -0.0149004 -0.00448476 0.0966368 -0.0359187 -0.010714 -0.0496867 -0.0693095 0.00220487 0.0175204
internal_weight=0 693 672 3884 398 3486 3320 512 201 152 2808 2186 286 651 207 622 598 166 2156 542 1614 513 311 79 272 155 93 117 1591 602
internal_count=4577 693 672 3884 398 3486 3320 512 201 152 2808 2186 286 651 207 622 598 166 2156 542 1614 513 311 79 272 155 93 117 1591 602
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=0 12 15 10 17 10 15 20 9 19 22 0 0 0 17 26 12 9 28 9 12 5 8 8 6 9 8 10 12 10
split_gain=14.4129 20.245 17.861 27.5386 38.1581 35.1022 31.9237 26.8421 22.9624 21.9655 21.5709 39.5783 20.5438 20.2637 19.6063 16.6857 36.3555 88.833 75.2197 32.954 30.394 29.4972 70.9431 42.6126 25.514 30.429 23.9759 22.4722 30.3349 22.1985
threshold=93.68155412263151 384.52352679234087 398.50000000000006 47.343686080899836 2.1470623045628705 55.85754751416389 550.50000000000011 1.5771345683840228 88.483513132388012 0.99036216250624476 -0.30831029693740691 553.82726404800883 312.33032785983147 305.84763885911042 1.1172299621474708 6.5000000000000009 1154.1004959598367 303.6746005957217 4.5000000000000009 163.82294484961139 1216.3009769983969 127.24628622214983 1451.5553399223722 669.86996547756053 152.57197653429606 235.37638790834993 2588.5545454545459 856.64115253516195 2550.502241796612 238.12049626787555
decision_type=2 2 2 2 2 2 2 2 2 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 14 -4 5 -5 7 -7 12 -9 11 13 -8 -10 -2 21 17 19 -19 -17 -18 22 23 -12 25 -24 -26 -23 -29 -27
right_child=2 -3 3 4 -6 6 8 9 10 -11 15 -13 -14 -15 -16 16 20 18 -20 -21 -22 27 24 -25 26 29 -28 28 -30 -31
leaf_value=-0.035264300134731461 -0.105814142856333 0.04527728737948436 0.10523504644632341 -0.096040837564253925 -0.098480634544140258 -0.0047410552616880723 -0.0071837034386893111 0.1019040373167885 -0.08487702174031217 0.030941617053002121 -0.059125622947301185 -0.17509709296748044 0.11520859536249191 0.035953169081892285 -0.016571084821202852 0.11242178628842037 0.10098683271143172 -0.29823851351227082 -0.070591625920001497 -0.027264407129239356 -0.0065774267771733057 0.0057796912303530491 0.12222552105646443 -0.25024090357124806 -0.13716967716103509 -0.042032855797720994 0.0021467304509133101 0.12887914471109124 -0.023984246292994137 0.084161571376025687
leaf_weight=40 27 142 25 37 39 119 24 67 23 125 28 20 32 35 279 24 27 21 47 57 971 2149 27 20 21 46 30 34 21 20
leaf_count=40 27 142 25 37 39 119 24 67 23 125 28 20 32 35 279 24 27 21 47 57 971 2149 27 20 21 46 30 34 21 20
internal_value=0 0.0275758 -0.00114193 0.000601984 -4.16744e-05 0.000912144 0.00181166 0.0325758 -0.000790372 0.0557045 -0.00177312 -0.0537917 0.0627548 -0.0119623 -0.0244455 -0.000627917 -0.0105465 -0.0566226 -0.140894 0.0141241 -0.00366737 0.00412024 -0.0334723 -0.138757 0.00162255 0.0327936 -0.0552188 0.00739509 0.0705131 -0.00379212
internal_weight=0 182 4395 4089 4064 4025 3988 311 3677 192 3621 78 56 58 306 3543 1147 149 68 81 998 2396 192 48 144 93 51 2204 55 66
internal_count=4577 182 4395 4089 4064 4025 3988 311 3677 192 3621 78 56 58 306 3543 1147 149 68 81 998 2396 192 48 144 93 51 2204 55 66
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=12 0 20 15 24 3 9 0 9 9 22 12 2 7 22 0 19 15 14 22 19 21 20 19 11 19 21 7 9 11
split_gain=12.4982 22.9863 16.8405 15.3125 21.3396 19.3885 26.1065 31.4021 21.1224 20.8587 18.2373 18.0188 17.9392 17.8567 28.8661 22.2117 15.2235 41.5233 13.3577 28.6616 20.1 24.2094 23.9584 24.0446 24.7081 22.8273 21.7592 30.6975 21.2249 17.9019
threshold=384.52352679234087 93.68155412263151 4.5839171984375469 398.50000000000006 0.22245211501035883 262.68871199975655 78.228965510194385 314.96088882216054 97.865240340528132 127.53205861569558 -0.2103487918237523 2922.7996485959006 357.3278316361492 188.57660528718677 -0.35454665542784253 125.52314632653508 1.4967273977164812 621.95000000000005 0.4060108305024312 -0.30831029693740691 1.3486046747013549 0.146445279840167 2.2505555167392801 1.5863537235692939 279.24358977255275 1.1628682628994202 0.7381192800341313 1546.0978298923826 188.75333551340748 198.93330759099703
decision_type=2 2 2 2 2 2 2 2 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 16 4 10 6 -5 8 -8 -10 -3 -11 -9 14 -7 -15 17 -1 19 29 21 25 26 -24 28 -21 27 -22 -25 -17
right_child=1 3 -4 5 -6 13 7 12 9 11 -12 -13 -14 15 -16 18 -18 -19 -20 20 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0075708993406472169 0.040749558381421469 0.035221094179100229 0.045140790674955619 0.13525297626852992 -0.11556602964461174 0.0082755918402902095 -0.032955731942572376 -0.12738759081278528 0.10543746899726779 0.014745293650927336 -0.029995780399061558 0.10330992567318459 -0.00082862985630830139 -0.08533971553047498 -0.11070682241728431 -0.019210262513822979 -0.0094195653170904281 -0.15140018765540686 0.022615948201466136 0.010785951837897302 -0.14693627979319832 -0.001721369731511848 0.042922644530502124 0.056818651942455251 0.067243344640093197 -0.12713691194852192 0.046302432485896612 0.0082595245838165288 -0.050822065098004215 -0.1379092711955309
leaf_weight=49 142 56 31 20 23 44 44 21 43 154 183 27 24 30 38 27 107 34 266 20 26 2612 306 23 35 30 23 25 90 24
leaf_count=49 142 56 31 20 23 44 44 21 43 154 183 27 24 30 38 27 107 34 266 20 26 2612 306 23 35 30 23 25 90 24
internal_value=0 0.00117702 -0.0231996 -0.000156461 -0.0235682 0.00139563 0.0244863 0.0174085 0.0303877 0.0428302 -0.0147148 0.0279566 -0.0598895 -0.000729041 -0.0468626 0.000340496 -0.0343499 -0.0664889 0.00107343 -0.000694636 0.000494415 -0.0030408 0.0183178 0.0269178 -0.00617324 -0.0719678 -0.0344446 -0.0708599 -0.0289129 -0.0750686
internal_weight=0 4356 221 4214 262 3952 333 313 268 224 239 181 45 3619 82 3537 190 83 3507 3241 3190 2662 528 454 148 50 74 51 113 51
internal_count=4577 4356 221 4214 262 3952 333 313 268 224 239 181 45 3619 82 3537 190 83 3507 3241 3190 2662 528 454 148 50 74 51 113 51
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=13 20 27 19 15 26 13 28 13 8 20 13 27 2 3 28 13 6 17 17 22 6 10 26 26 17 22 18 18 27
split_gain=13.9695 16.7524 13.5157 22.6329 53.2789 27.2122 28.6123 31.9195 35.3718 20.1367 19.3388 17.2707 25.6586 24.3655 22.7486 22.236 24.2487 21.3427 31.6284 14.1273 34.1514 32.6778 18.542 18.8908 32.0424 49.875 27.2377 22.9404 45.6428 28.2142
threshold=58.966223833004221 2.2256891209407459 6.5000000000000009 0.85462934077504515 785.09999999999957 1.0000000180025095e-35 148.22586772374416 4.5000000000000009 71.999110592040253 922.41396103896113 1.9713555076994587 76.662656623368676 5.5000000000000009 403.34307409281229 256.70388520862076 1.5000000000000002 75.997462961364548 170.76343166938304 0.97902786695915767 1.0627834818853079 -0.043814551655273315 1197.4609599243456 634.9451447245566 7.5000000000000009 3.5000000000000004 1.9177011940454805 -0.28840512070884183 1.4537652002972805 1.5445280072883234 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -5 -9 -8 -10 12 15 14 -13 -7 -17 18 -15 20 -4 22 23 24 -21 -26 -25 29 -29 -28
right_child=2 -3 19 5 -6 11 9 8 10 -11 -12 13 -14 17 -16 16 -18 -19 -20 21 -22 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=-0.12167963780462743 -0.016212959482911089 -0.013389741256833078 -0.070681427470279043 0.069046117370903853 -0.18425729644039404 -0.10896609273773653 -0.12778817188172115 -0.05133697501039261 -0.039125230197202078 0.0038696796848223763 0.045042595246306084 0.0032207789952340333 -0.13341355645521122 0.014217715372797103 0.11020179889031818 -0.0069649657347339456 -0.12082187563180924 -0.0039310969922973288 -0.14222520300453265 0.0051683200556748802 0.00096115038032707758 0.12201317631138059 -0.08667352974414827 -0.091872010160894968 0.031994947268784921 0.18700934023681015 0.006392600674247015 0.15558189608984524 -0.0052108016769018247 -0.053227575420278984
leaf_weight=20 105 50 72 126 23 27 21 73 33 26 158 46 22 24 35 289 20 810 28 723 877 26 20 34 367 22 316 27 51 106
leaf_count=20 105 50 72 126 23 27 21 73 33 26 158 46 22 24 35 289 20 810 28 723 877 26 20 34 367 22 316 27 51 106
internal_value=0 -0.0443297 0.000688502 -0.00582634 -0.0464084 -0.00283756 0.0187526 0.0276354 0.00787121 -0.0549562 0.0305005 -0.0100896 -0.0287891 -0.00299051 0.0494471 -0.0219387 -0.0143343 -0.00791795 -0.0700208 0.00529157 -0.00447432 0.010769 0.00903291 0.0101958 0.0176196 0.0407618 -0.00526358 0.000625798 0.0504482 -0.00858308
internal_weight=0 70 4507 1866 128 1738 437 390 264 47 191 1301 358 943 81 336 309 862 52 2641 949 1692 1666 1646 1112 389 534 500 78 422
internal_count=4577 70 4507 1866 128 1738 437 390 264 47 191 1301 358 943 81 336 309 862 52 2641 949 1692 1666 1646 1112 389 534 500 78 422
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=13 28 29 29 5 21 12 9 29 29 15 18 18 20 20 16 13 23 18 20 12 15 10 9 16 15 13 12 23 10
split_gain=11.3153 15.8238 16.558 10.8935 22.0566 16.3888 17.1558 29.8194 13.6155 11.8204 23.2434 17.7896 29.2778 20.3267 17.5113 28.0911 46.8237 21.6606 16.441 15.919 17.9938 14.9576 22.5888 27.4351 23.6162 22.2992 20.5151 36.3751 33.4884 35.6709
threshold=58.966223833004221 15.500000000000002 75.500000000000014 50.000000000000007 121.25561233300893 1.0354201020109601 2266.1004293340702 381.73463073679358 35.000000000000007 110.00000000000001 3627.7500000000005 1.1216631359218698 1.1147389877296519 2.7300766166144812 1.5771345683840228 363.95000000000005 179.95094623030619 -0.18496492851305998 1.0885911015126866 1.5210800009231642 3354.4724350336869 726.00000000000011 56.902140961414204 80.130296759834309 312.07500000000005 808.29999999999984 104.36388008587203 1836.419781359941 -0.30259185720151893 124.06398621481908
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -6 -8 -7 -5 11 12 13 14 17 -16 -17 -11 -15 20 -19 22 24 -24 -13 -23 -27 28 -28 -30
right_child=3 -3 -4 9 5 8 7 -9 -10 10 -12 21 -14 18 15 16 -18 19 -20 -21 -22 25 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.070576797490534568 -0.065071161559649884 -0.1125230875043642 0.045903052131717026 -0.0090935076520567374 0.017261602754511201 0.024449662224355122 -0.10376863286946901 0.045507983664941527 0.13042922104624186 0.076790512741232914 0.10492402372712439 0.0089656511650365936 -0.11072816195587316 -0.12231503338725479 -0.0095439172530960709 0.16979144803922752 -0.029100388586521149 -0.022811889123037995 -0.0043389794017587397 -0.10591445572319486 0.075746777951717387 -0.030753119946582176 0.12902551479637622 0.023249861882705669 -0.097547375547389195 -0.0079941312085180863 -0.069437980316579342 0.0017384481283510536 -0.052338355356319394 0.083572317817236619
leaf_weight=23 35 21 26 1325 544 27 32 23 22 24 22 68 30 27 72 29 20 251 21 21 20 196 26 431 30 579 20 432 22 158
leaf_count=23 35 21 26 1325 544 27 32 23 22 24 22 68 30 27 72 29 20 251 21 21 20 196 26 431 30 579 20 432 22 158
internal_value=0 -0.0398967 -0.00877116 0.000619652 0.0122526 0.016429 0.0118805 -0.0413439 0.0720323 -0.00145809 0.00259031 0.00168141 -0.0148597 -0.00892974 -0.00214485 0.0302048 0.0886111 -0.0145319 -0.0707005 -0.0220378 -0.0155382 0.00602325 0.0199254 0.0292677 -0.0236404 0.000539459 0.00560415 0.0180621 0.0533211 0.066961
internal_weight=0 70 49 4507 683 648 599 55 49 3824 2499 2477 515 485 437 121 49 316 48 292 271 1962 555 457 98 1407 1211 632 200 180
internal_count=4577 70 49 4507 683 648 599 55 49 3824 2499 2477 515 485 437 121 49 316 48 292 271 1962 555 457 98 1407 1211 632 200 180
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=27 16 7 15 28 26 1 29 11 5 7 1 28 22 15 16 4 15 19 21 4 11 5 17 28 22 15 10 4 2
split_gain=10.9953 20.9628 16.7632 55.491 83.851 26.5723 22.1651 25.608 21.5119 50.1849 20.0958 19.3679 15.9887 25.0185 15.7382 14.2143 21.4169 13.5615 12.7936 13.7735 59.488 26.6428 22.6535 19.5105 17.3734 12.2993 22.0952 22.7608 20.9462 16.9787
threshold=6.5000000000000009 839.00000000000011 350.84877562479937 886.07499999999993 8.5000000000000018 1.0000000180025095e-35 413.8625426339284 140.00000000000003 132.6291208791209 161.68391174577167 2213.8144984909409 429.26023193594932 4.5000000000000009 0.39915465439183795 827.50000000000011 446.67500000000001 525.43937052438412 837.62499999999989 1.46080645872752 0.67309373103053816 470.18567655583314 604.71177139219799 576.27799503298991 1.0917664161306533 5.5000000000000009 0.20979420624297623 1787.7499999999989 105.48060016104789 73.446614583333357 1231.9014577114801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 -5 12 7 17 10 -10 -8 -11 -4 14 -14 -1 -17 -7 19 -13 -21 22 24 -23 -22 26 28 -28 -2 -27
right_child=25 -3 5 4 -6 6 8 -9 9 11 -12 18 13 -15 -16 16 -18 -19 -20 20 21 23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0040103037825886265 -0.086347275048494349 -0.10768680572509766 0.051578319766982045 -0.27197549045085906 0.014126917002722623 -0.058964975145847899 0.12939708851277829 0.11679170281193885 -0.17279867723584175 -0.10308738039887472 -0.0050878568515181546 -0.0022430755221194859 -0.054089037817902863 -0.068620615142087144 0.032205523560244573 -0.12523722004890445 0.01359798640012741 0.030031753073571556 0.065179360759529209 -0.19582113635726273 0.047027811217002384 -0.030163212762824423 0.093748258765448234 -0.15672735060964313 -0.02714290970106082 0.0012058009290106099 0.12524043009258234 0.026254403545871514 0.0059247627693748374 -0.033992154878728531
leaf_weight=370 25 20 132 21 20 23 20 28 20 23 25 517 24 36 177 25 20 67 22 20 39 29 22 21 166 707 26 218 1544 170
leaf_count=370 25 20 132 21 20 23 20 28 20 23 25 517 24 36 177 25 20 67 22 20 39 29 22 21 166 707 26 218 1544 170
internal_value=0 -0.00585199 -0.00476109 -0.0214292 -0.132413 0.000625633 -0.00754076 0.033272 -0.0127528 -0.0162051 0.0546832 -0.0125592 0.0236863 0.00815147 0.0219017 -0.0104645 -0.0635327 0.00728814 -0.0100686 -0.0121023 -0.0292647 -0.0172389 -0.0026836 -0.0833202 -0.0130324 0.00410509 0.00880798 0.0368021 0.00445453 -0.00561706
internal_weight=0 1887 1867 456 41 1411 1042 118 924 879 45 859 369 237 201 415 45 90 836 814 297 277 227 50 205 2690 1813 244 1569 877
internal_count=4577 1887 1867 456 41 1411 1042 118 924 879 45 859 369 237 201 415 45 90 836 814 297 277 227 50 205 2690 1813 244 1569 877
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=14 8 24 0 4 3 8 17 25 24 2 14 0 3 25 14 14 7 7 0 0 27 7 10 4 17 22 12 3 22
split_gain=10.1343 22.1191 40.2627 36.9428 22.8635 40.5245 25.5178 29.7552 32.038 23.8773 21.2123 21.5731 20.7711 20.263 21.4018 22.0515 26.7513 19.8421 18.444 37.8965 32.0289 27.645 27.5002 24.575 36.0144 22.8559 22.8223 21.12 32.1583 20.0537
threshold=0.042782985796734042 901.46174307620106 0.07966883634695944 751.62958595387852 513.44974770166596 387.80712607536049 178.90858549157181 1.1778234005844508 0.0092799415003507763 0.042240066981208725 1065.4584767717388 0.12817909631842045 710.67683678345963 879.71588693679303 0.024509440570045875 0.15291755187209474 0.062263107060136352 350.84877562479937 1524.5189944691595 408.73566140848078 476.47545008183312 7.5000000000000009 1893.5759751033404 190.01823337336145 301.89580372514195 1.2259605869603742 0.12685132415866568 2358.5706290045005 710.10782369026253 0.12685132415866568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 3 10 4 5 -2 -7 -8 -9 13 12 -12 -3 14 15 16 -6 -10 19 29 23 27 -20 24 -21 -25 -24 28 -22 -1
right_child=1 2 -4 -5 9 6 7 8 17 -11 11 -13 -14 -15 -16 -17 -18 -19 22 20 21 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024774819817976097 0.0047490150852684499 0.031890246654684477 0.098434948182894277 -0.10841919376204412 0.001138014927506447 -0.144810802595956 0.022759468280206863 -0.017372490792083986 -0.18807669044250536 0.072161681270704436 -0.021424108948558569 0.11455848775263544 -0.066943201594054702 -0.056643742915147392 -0.072927420788134134 0.014269685594811028 0.1365770784659045 -0.069931980019265969 0.024141502139169012 -0.20297543427773884 -0.13212063872232668 0.036898157661649549 0.068817207247421561 -0.070075350776314743 -0.063654352399435912 0.054295528117059316 -0.011872691491211649 0.010560219130503125 -0.026485541524346342 0.009510255268048811
leaf_weight=240 1149 37 69 30 25 21 74 97 21 78 20 28 50 39 24 332 35 44 445 28 41 71 37 45 55 22 666 67 97 590
leaf_count=240 1149 37 69 30 25 21 74 97 21 78 20 28 50 39 24 332 35 44 445 28 41 71 37 45 55 22 666 67 97 590
internal_value=0 0.00494931 0.0362939 0.00170183 0.00340561 -0.0032802 -0.0391773 -0.0297777 -0.0537762 0.0210421 0.00453285 0.0578991 -0.0249106 0.0122787 0.0187402 0.0243525 0.0801441 -0.108102 -0.00447373 -0.0128478 -0.0370937 -0.0168795 0.00468815 -0.0742879 -0.110654 -0.0292372 -0.00762585 -0.0355049 -0.0578699 -0.000403501
internal_weight=0 2173 204 1969 1939 1406 257 236 162 533 135 48 87 455 416 392 60 65 2404 1256 426 276 1148 150 83 67 703 205 138 830
internal_count=4577 2173 204 1969 1939 1406 257 236 162 533 135 48 87 455 416 392 60 65 2404 1256 426 276 1148 150 83 67 703 205 138 830
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=13 20 25 26 26 14 20 14 14 28 3 3 7 14 14 28 28 1 13 28 5 24 16 16 24 14 3 24 18 24
split_gain=9.40874 13.6848 10.8677 9.11744 29.8084 35.8916 35.3876 25.9322 33.4311 30.2705 25.7027 24.279 20.5869 20.3203 32.3987 19.5211 27.3246 37.5884 19.0866 19.347 22.3982 26.6612 22.1344 23.0861 24.236 50.5972 24.8653 24.78 20.0565 26.9167
threshold=58.966223833004221 2.2256891209407459 0.74125667354517388 7.5000000000000009 9.5000000000000018 0.062921751551975255 1.7199893659234926 0.045913347544224277 0.029407197539484047 3.5000000000000004 420.91729408633705 992.85077884100281 225.04439718916055 0.099161564769028515 0.11090457021075066 8.5000000000000018 17.500000000000004 649.19905877031567 305.50118906064216 5.5000000000000009 257.48886280392077 -0.067542129920922608 737.82500000000016 130.32500000000002 0.47594033152107679 0.052743698569742044 339.64024011810176 0.66961217989980903 0.77195739626221638 0.11436597255006863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 18 5 -5 -7 8 15 -10 12 13 -8 -9 -15 -6 -17 -18 19 20 22 -22 23 -2 25 -25 28 -26 -27 -30
right_child=3 2 -4 4 7 6 10 11 9 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=-0.10629080578684807 -0.032078623722440434 0.032908848885978968 -0.061012508652426981 0.0038483927570283414 -0.02649778152892587 -0.021763551741456374 -0.14004205342095633 0.063993097266280344 -0.17420992472519478 -0.019859631599602939 -0.20612521560295771 -0.089601104073226467 -0.011605623019083093 -0.1003184696038564 0.020160157614472238 0.067002769580909186 -0.12966567846861751 0.027188819803297522 -0.083906867202371366 -0.0024128717815305747 0.1256584967629841 0.022303512164564988 -0.091737849023193124 -0.097417216989382799 0.11520972818964058 -0.063932678082188513 -0.064439976924202516 0.024282903838174302 0.057920534753970604 -0.01927868056111038
leaf_weight=20 140 28 22 125 190 78 26 95 24 27 23 20 24 24 319 70 22 50 25 2015 26 623 25 49 36 23 36 179 148 65
leaf_count=20 140 28 22 125 190 78 26 95 24 27 23 20 24 24 319 70 22 50 25 2015 26 623 25 49 36 23 36 179 148 65
internal_value=0 -0.0363806 -0.00841655 0.000565042 -0.00727044 -0.0357863 -0.0685965 0.00208791 -0.0171145 -0.0924951 -0.118637 0.0181458 -0.0783926 0.0230657 0.0117302 -0.00553491 0.022514 -0.0207389 0.00314682 0.00379358 0.0130573 0.0264441 0.000663519 0.00408073 0.0135253 -0.00387729 0.0129737 0.0395079 0.0247825 0.0343621
internal_weight=0 70 50 4507 1117 276 151 841 383 51 73 458 50 438 343 332 142 72 3390 3365 1350 649 701 676 536 321 272 215 236 213
internal_count=4577 70 50 4507 1117 276 151 841 383 51 73 458 50 438 343 332 142 72 3390 3365 1350 649 701 676 536 321 272 215 236 213
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=23 22 2 25 11 17 5 21 2 21 0 5 5 5 28 29 18 27 9 21 0 0 2 9 3 4 3 18 0 23
split_gain=9.79026 33.7547 17.7885 14.974 17.7525 15.8723 12.6275 18.7655 7.94638 16.863 14.0488 17.2567 12.9239 18.2704 25.2175 16.5585 22.1225 12.8826 12.808 26.1097 24.3611 24.6862 22.3671 25.9516 20.5917 20.3181 22.4054 22.2766 36.7854 19.8565
threshold=-0.37107464624423597 -0.3328238642675943 584.56953226448934 0.025544206997278138 123.29531090380362 1.5697403931385303 112.48794414794401 1.3371482813451421 169.57363348570249 0.47518979602960376 110.56650086505191 159.17124394184171 90.577301705654435 106.88549951308018 8.5000000000000018 185.00000000000003 1.1880043839472154 6.5000000000000009 150.97212061767848 0.95146386565081442 249.69315700471199 285.36884324187253 687.16548512049724 160.67186100934495 378.43314968694375 242.68887459859096 183.79143918116441 1.4680721529385792 321.16584232004379 -0.1766761946061717
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -8 9 -3 11 -10 15 14 -14 17 -17 -12 19 24 22 -22 23 -20 -15 26 -21 28 29 -27
right_child=1 8 -4 -5 5 -7 7 -9 10 -11 12 -13 13 18 -16 16 -18 -19 20 25 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.024945109977554055 -0.15906351573765279 -0.0032179351580830721 -0.025689828172326092 0.10225938217980522 0.0049931934053027956 0.10038503795071985 -0.12276821931203206 0.0022833086550235748 0.013861571313967383 -0.10130237577541266 0.0074149457613627116 0.097824356754620867 0.0015612960952084238 0.017539713044311397 -0.11587930652850915 0.054053213931620131 -0.094683025740087037 0.090949791755216822 -0.11952491340537866 -0.020690406331171595 0.036167812496581575 -0.0023682521519123724 -0.10307499221393041 -0.011744382910727057 0.076218107993523757 -0.05880406272779333 0.11098160368523427 0.0098497876681254391 0.0041177064892561994 -0.17333186961089572
leaf_weight=39 20 65 20 21 37 33 21 28 133 24 30 30 41 214 33 20 20 48 24 24 177 2733 35 323 83 41 28 140 68 24
leaf_count=39 20 65 20 21 37 33 21 28 133 24 30 30 41 214 33 20 20 48 24 24 177 2733 35 323 83 41 28 140 68 24
internal_value=0 -0.000933052 -0.0923767 0.0229249 0.0123805 0.0499636 -0.0175152 -0.0513102 -9.37343e-05 -0.0296677 0.000522822 0.0293148 -0.000620163 -0.00158521 -0.0508109 0.0319953 -0.0203149 0.058821 -0.00065453 0.0125057 -0.00314107 -2.4306e-05 -0.0268839 -0.0191989 0.0339381 -0.00708013 0.0502099 -0.0179925 -0.0473002 -0.101091
internal_weight=0 4398 40 179 158 70 88 49 4358 89 4269 163 4106 3988 74 118 40 78 3914 622 3292 2910 382 347 297 325 52 273 133 65
internal_count=4577 4398 40 179 158 70 88 49 4358 89 4269 163 4106 3988 74 118 40 78 3914 622 3292 2910 382 347 297 325 52 273 133 65
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=14 26 16 2 19 19 28 9 17 21 7 19 14 17 0 16 13 14 22 24 21 24 2 2 0 22 24 14 17 9
split_gain=9.05206 36.9807 26.0974 24.7081 14.7631 28.8387 28.002 33.1532 28.6361 27.9839 24.128 32.3777 20.1981 30.504 26.5415 24.1578 20.8405 18.0363 22.151 17.3742 27.9332 21.7013 38.8908 16.5596 15.8779 15.589 25.8472 18.8239 22.9662 20.8944
threshold=0.41289623487653471 1.0000000180025095e-35 278.20000000000005 845.89207866773711 0.85462934077504515 0.944908496412596 1.5000000000000002 192.42035529551433 1.3305532986540729 0.85975445661525851 95.926120839968476 0.6277430647365948 0.16566358443598647 1.4693114717200915 488.93635866593769 457.50000000000006 115.0096577017115 0.028782778605627179 -0.032673691740099285 0.064172056257910295 1.0786052308065335 0.099239723212334999 552.09452532553826 482.67832186155283 652.61556155354162 -0.084739085112865112 0.24978381459542104 0.052743698569742044 1.4940332496105697 172.89406365580612
decision_type=2 2 2 2 2 2 2 2 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 6 12 7 9 -8 -1 -10 -12 14 15 17 -14 -15 -6 -19 20 -13 -21 -23 -11 -16 26 -7 29 -29 -27
right_child=1 2 3 -5 5 25 8 -9 10 23 11 19 13 16 24 -17 -18 18 -20 21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.11590970806363557 -0.016175579038382699 0.11057798477799395 0.0080636743040957363 0.096516239709961107 -0.035133473918988155 -0.012986553125697227 -0.090527478129499489 -0.18210691884160043 -0.081684605578581496 0.080532435830682522 0.12635762063057529 -0.044768872569527544 -0.0042509364436811477 -0.015013786919769788 0.15661503707191773 -0.11781637192918704 0.11579294389691847 0.0018588068804913952 0.088223579386657661 0.13070450842380524 0.038631512296776617 0.064237199574708942 -0.10057130272367172 -0.043884750164073449 0.056805172743829527 0.024106061711596946 -0.10879294742209217 0.020077310584874667 -0.086401650451478518 -0.0071421133110034568
leaf_weight=27 226 43 166 39 39 459 36 20 30 20 23 114 67 21 28 26 29 62 57 20 62 45 21 23 37 240 30 572 21 1974
leaf_count=27 226 43 166 39 39 459 36 20 30 20 23 114 67 21 28 26 29 62 57 20 62 45 21 23 37 240 30 572 21 1974
internal_value=0 0.0130841 0.0397482 0.0248912 -0.00151155 0.00057006 -0.0187969 -0.06856 -0.00603713 -0.036118 0.00361891 0.0125982 0.0272007 -0.00213519 0.0460125 -0.0360004 0.0608541 0.0238847 0.0432268 0.00261171 -0.0153892 0.0394508 0.0117981 0.0139837 0.0998002 -0.00238711 -0.0188642 0.000483331 0.0163066 -0.00375478
internal_weight=0 474 248 205 4103 3662 441 90 351 70 315 285 366 143 223 93 50 158 119 262 176 86 66 43 65 3296 489 2807 593 2214
internal_count=4577 474 248 205 4103 3662 441 90 351 70 315 285 366 143 223 93 50 158 119 262 176 86 66 43 65 3296 489 2807 593 2214
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=18 28 18 13 28 13 27 21 24 24 13 13 27 8 18 24 9 11 17 15 15 3 22 14 8 18 16 15 14 18
split_gain=7.67078 15.9919 12.335 11.1053 10.4032 16.0854 9.82164 11.8044 23.4803 12.3917 11.7121 19.3623 32.5613 17.9069 15.4813 23.6465 22.2889 23.7155 16.1644 19.902 17.4354 16.6881 15.2447 25.1211 37.5924 30.7946 27.8047 23.8651 22.5568 35.1685
threshold=1.5655049828696026 5.5000000000000009 1.8790385827549905 58.644280306441551 16.500000000000004 77.999234393404024 11.500000000000002 0.146445279840167 0.8223443756918033 0.57105407896203142 75.020542839717905 72.249363761438261 6.5000000000000009 577.53319908973867 1.3475248888761786 0.80501664881759516 224.37487416689811 179.21910253869535 1.0089180732148011 983.09999999999957 1787.7499999999989 1268.5400190395974 -0.11231306645560162 0.049824826877205554 791.15152195988389 1.3676213686484779 134.07500000000002 1072.2999999999995 0.47632361689470554 1.1794193850737178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -4 7 8 9 -5 11 14 -13 -14 16 -16 17 -9 19 -18 -21 -22 28 24 27 -25 -26 -24 29 -12
right_child=1 2 4 6 -6 -7 -8 10 -10 -11 22 12 13 -15 15 -17 18 -19 -20 20 21 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=-0.055374901526068387 0.030947864061354816 0.0081377165781044113 -0.0098103320959842567 -0.036474856237570449 0.015880506046648538 -0.11189381293952466 0.048879303897802651 0.058508732411528708 -0.11542042079899047 0.058804560293044365 0.047186438109854179 -0.12986510254708783 -0.056224625583352721 0.063417742338391356 -0.017700119526548819 -0.12876353423510278 0.038524053358670436 -0.0023424933228146784 0.0096916210834857037 -0.0902075963278271 0.040776627957820895 -0.046831103027621404 -0.018117739186152348 0.011236105935138119 0.077644040325314412 0.062843867651030533 0.00084949368984403378 -0.095572292414914467 0.023535241943318398 -0.037098944709448904
leaf_weight=38 234 265 33 39 28 29 39 116 27 21 58 35 29 22 220 21 33 143 166 59 30 79 111 741 49 137 1247 62 128 338
leaf_count=38 234 265 33 39 28 29 39 116 27 21 58 35 29 22 220 21 33 143 166 59 30 79 111 741 49 137 1247 62 128 338
internal_value=0 0.0106524 -0.00272539 -0.00157329 -0.0347112 -0.0575591 -0.00105571 -0.00155365 -0.0379767 -0.00312706 -0.000724989 -0.0103307 -0.0555884 -0.00461419 -0.00584144 -0.0273778 0.00244973 0.0249113 -0.0134019 -0.0324742 -0.0464203 -0.0227189 0.00246352 0.00590664 -0.00209168 0.0192888 0.00375299 -0.045876 -0.0129582 -0.0247541
internal_weight=0 589 355 3988 90 62 3950 3911 87 60 3824 953 86 51 867 241 626 259 367 201 168 109 2871 2347 1469 878 1296 173 524 396
internal_count=4577 589 355 3988 90 62 3950 3911 87 60 3824 953 86 51 867 241 626 259 367 201 168 109 2871 2347 1469 878 1296 173 524 396
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=23 22 18 12 20 18 22 16 22 24 19 19 21 21 20 2 20 10 5 2 16 19 23 14 8 0 23 22 12 10
split_gain=8.35543 21.4797 38.4731 63.5826 22.0027 31.7121 19.181 19.2942 17.3277 15.6324 17.4903 17.6066 17.1254 20.2842 16.3028 16.9808 14.8365 13.8977 17.5899 14.6614 15.7281 13.4094 13.1321 13.6102 20.5334 26.3604 31.2327 33.9149 32.8338 17.4983
threshold=-0.24830455944615926 -0.11969423729783349 1.2858262748706193 2272.1752211796306 2.6787534294212043 1.4839870298274569 -0.22464533232101316 510.17500000000013 -0.074498110036860229 0.065480679200451877 0.74161412039470498 0.99036216250624476 1.0786052308065335 0.95146386565081442 1.7136237520353135 560.14986584141718 1.6574739403085679 62.907646457699364 175.42005719938965 437.24185508889974 758.30000000000007 1.3596460024664261 -0.23372327464110576 0.052743698569742044 791.15152195988389 423.342401491874 0.0073583236345030594 0.11999604212407632 1130.9384593349685 100.56210937500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 5 16 -2 -8 9 10 -1 12 13 -12 -14 -16 -4 -13 -19 -20 -21 -11 -3 24 25 26 -24 28 -28 -26
right_child=1 22 3 -5 -6 -7 7 -9 -10 21 11 17 14 -15 15 -17 -18 18 19 20 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.061937719717239728 0.082888332461672168 -0.076383623921058408 0.0043897445906292305 -0.19444501004342377 -0.12596983590296337 0.066609049172085877 -0.023148663740398159 0.073022957205772399 0.086642649011879139 0.1197579522701827 0.053706494718790056 -0.043573026978284926 0.13166610275954008 -0.06562026568913254 0.092947615208104253 -0.0082931803665249725 -0.081662646604373182 0.077635256070643671 -0.083505703154064359 0.016978726924580943 -0.064378413385046393 0.0066212464869022372 0.032261309189544549 0.0097158424262690432 0.030032828112857207 -0.12023441410357399 -0.16092154039036749 0.00067962998960246438 -0.037022949338636611 -0.0025591029380068104
leaf_weight=39 28 22 33 29 21 34 126 25 29 22 28 74 25 29 30 37 51 30 21 157 28 20 84 1221 180 28 35 94 55 1942
leaf_count=39 28 22 33 29 21 34 126 25 29 22 28 74 25 29 30 37 51 30 21 157 28 20 84 1221 180 28 35 94 55 1942
internal_value=0 -0.00160985 -0.0253884 -0.0597589 -0.0316589 -0.0148748 0.00686992 -0.00722621 0.0113397 0.00729566 0.00235453 0.00781727 0.0360673 -0.00700361 0.0627525 0.0370385 -0.0478564 -0.00576097 0.00609535 -0.00432308 0.00466521 0.0658833 0.000643947 0.00110963 -0.00323619 -0.0279096 -0.0182637 -0.0413295 -0.0852057 0.000205528
internal_weight=0 4008 347 168 139 118 179 151 569 540 498 459 149 57 92 67 84 310 236 206 185 42 3661 3639 2418 296 268 184 90 2122
internal_count=4577 4008 347 168 139 118 179 151 569 540 498 459 149 57 92 67 84 310 236 206 185 42 3661 3639 2418 296 268 184 90 2122
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=13 22 13 16 10 22 5 12 12 14 20 14 25 8 10 12 10 8 18 22 0 20 13 19 19 18 17 10 10 18
split_gain=7.78383 22.8417 19.4194 14.6929 17.5285 14.4376 28.7465 23.6385 27.6865 19.7515 16.7789 14.4928 16.6256 9.82156 18.5511 19.6936 24.4773 19.2047 20.0411 16.729 14.7616 11.8744 16.8879 11.192 19.0008 16.0554 37.1748 16.4793 22.5742 25.4549
threshold=197.97104653894809 0.36761316664502625 195.84616869832897 636.37500000000011 319.76051614108263 0.15013345049693766 576.27799503298991 3631.7568900247884 4092.843320805614 0.3262846317783567 2.7399005459754684 0.042782985796734042 -0.0049201326073891926 2746.2096991468347 130.87754995836806 1000.5541323519947 289.95488662304882 3155.3689655172416 1.1604824068188644 0.29105660519292037 767.46160373909879 1.8424479935891578 64.998587570621481 0.85462934077504515 0.944908496412596 1.0922988821856612 1.0856638512676426 62.907646457699364 46.371707529447818 1.4727141583112249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 5 -5 7 10 9 -9 11 -7 -2 -13 23 17 19 21 18 -15 -16 -20 -17 -23 -1 -25 26 -26 28 -27 -30
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 14 15 16 -18 -19 20 -21 -22 22 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.01072375353594314 -0.0096833645791879735 0.090141771520887107 0.080276141652176461 -0.014621503395028414 0.10133189572529361 0.010430170997078049 -0.13285200195387006 -0.092833159671261392 0.038917796381495222 -0.020620600945365275 -0.075059105318627861 0.021089890695387317 0.12739508021622897 0.050378332014840391 -0.12362771601881833 -0.01665980151295662 -0.037645240888913287 -0.11881375451173103 -0.018418059896360688 -0.0055563666112720973 -0.11232395355518049 -0.020015693157911303 0.084015819620223017 0.027618921900762036 0.0034930068790784172 0.033098989261521237 -0.14040787976521713 0.005295689456287076 -0.13752659430297523 -0.025730699278226007
leaf_weight=558 35 21 31 32 22 58 32 58 22 114 38 31 28 26 20 25 53 28 47 30 26 20 71 323 58 45 26 2579 26 94
leaf_count=558 35 21 31 32 22 58 32 58 22 114 38 31 28 26 20 25 53 28 47 30 26 20 71 323 58 45 26 2579 26 94
internal_value=0 -0.0118964 0.00142954 -0.0164555 0.0326188 -0.0228257 -0.05077 -0.0104061 -0.0566016 0.00736145 -0.0234093 0.0412971 0.0715398 0.000826771 -0.0152866 0.00234644 0.0186575 -0.0456931 -0.0250125 -0.0527849 -0.051864 0.044382 0.0611518 0.00232993 0.00464156 0.0020172 -0.0410477 0.00333552 -0.0273026 -0.0499531
internal_weight=0 491 4086 470 54 416 128 288 80 208 96 94 59 4055 346 219 169 127 99 50 73 116 91 3709 3151 2828 84 2744 165 120
internal_count=4577 491 4086 470 54 416 128 288 80 208 96 94 59 4055 346 219 169 127 99 50 73 116 91 3709 3151 2828 84 2744 165 120
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=13 17 13 25 8 13 16 10 28 6 16 6 12 13 16 23 16 13 12 15 12 28 21 29 9 1 17 7 13 21
split_gain=7.82083 36.1014 11.5872 9.05597 16.2623 8.84344 14.3023 12.4947 11.5384 13.5629 26.9964 11.3863 13.2927 11.1135 10.7978 22.1581 18.7882 17.9904 15.9063 23.9911 19.3228 28.5901 22.5484 30.8852 18.0411 23.4675 34.3579 20.3096 17.8738 20.8833
threshold=305.50118906064216 1.3786230592969135 264.16162642915486 0.88578373941805533 2891.4148550724644 197.97104653894809 602.65000000000009 301.0267570628269 3.5000000000000004 504.44883581108451 264.62500000000006 832.98437500000011 3488.4571819291737 195.84616869832897 721.55000000000007 0.54806440257935585 796.62500000000011 112.06379593914069 2883.1088327283128 2772.2499999999995 2278.1968019769179 1.0000000180025095e-35 0.51328884260239083 185.00000000000003 107.62053206585854 799.48687074846248 1.0856638512676426 2186.4982390116224 83.102335695648335 0.35743062934607711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 13 8 -8 9 10 -7 12 -10 14 18 16 17 -16 20 24 28 -22 23 -23 -20 -26 27 -27 29 -1
right_child=1 -3 -4 4 -6 6 7 -9 11 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.021290407088212671 -0.10652000036451124 0.065806198716163639 0.054711065899867274 0.07936978106563157 -0.029198825020681732 -0.052148449696743718 -0.0068529517451922095 0.093719001132107918 -0.025822321968715662 -0.042833528313785792 0.07484424404918831 0.037044228464365003 -0.081241244007451613 0.061483060456812379 -0.10347334673362119 -0.079601019075140361 0.027725517197201649 -0.0055889524127307692 -0.060563220696583875 0.10541213396315774 -0.12640534825623037 -0.022941347247740228 0.0044642100557863648 -0.13676111554277356 0.032505998875884734 0.040632610173340432 -0.12748702618603905 -0.072481269118460742 0.010672255242943209 -0.010300339241671693
leaf_weight=250 31 20 39 37 22 26 30 21 149 40 47 20 61 30 28 50 90 57 31 30 24 134 254 29 305 57 24 22 1335 1284
leaf_count=250 31 20 39 37 22 26 30 21 149 40 47 20 61 30 28 50 90 57 31 30 24 134 254 29 305 57 24 22 1335 1284
internal_value=0 -0.0389411 0.000438797 -3.29253e-05 0.0388866 -0.0005515 -0.0148512 0.034559 -0.0221979 0.00396884 0.029614 -0.0350537 -0.0419202 0.000845147 0.000390817 -0.0208915 -0.0041173 -0.0378332 0.00165795 0.0188934 -0.000784171 -0.0202722 -0.0141638 -0.0431915 0.012981 0.0185689 -0.0227011 0.00913254 0.00221137 -0.00515191
internal_weight=0 51 4526 4487 59 4428 394 51 343 113 73 230 210 4034 4004 225 175 85 3779 469 3310 441 417 163 439 408 103 79 2869 1534
internal_count=4577 51 4526 4487 59 4428 394 51 343 113 73 230 210 4034 4004 225 175 85 3779 469 3310 441 417 163 439 408 103 79 2869 1534
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=0 9 8 8 0 0 2 25 15 25 21 11 25 11 8 13 13 17 19 19 11 14 8 15 0 16 16 15 14 22
split_gain=7.34044 12.1481 15.2273 15.0061 11.8813 23.7057 19.4796 26.9694 19.8999 13.9693 12.4379 17.0307 34.0387 19.5965 32.826 22.8015 15.3029 17.2 16.9919 16.8511 16.3982 16.4417 24.0069 33.0918 27.4586 16.3589 27.6071 16.5381 17.7641 16.1277
threshold=98.535426187508662 78.228965510194385 137.90186968603487 1538.4624459953477 213.22720166472595 226.06270447644238 471.1804828647534 0.75672315698146175 1086.5500000000004 -0.072048499928998325 0.146445279840167 179.21910253869535 0.80070056290509661 190.70532473334455 272.26139061616738 105.1196741397289 71.183415563057238 0.93461017003699143 1.46080645872752 1.4048152368966529 140.09710610932478 2.3853681865369591e-05 850.25559443227291 737.29999999999939 384.37084819029945 418.25000000000006 551.12500000000011 464.50000000000006 0.01320370927064291 -0.18995251770814334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 9 8 -8 -2 -7 16 13 14 -13 -16 18 19 -12 -18 21 -19 23 24 29 27 -27 -22 -29 -23
right_child=4 3 -4 -5 5 10 7 -9 -10 -11 11 12 -14 -15 15 -17 17 20 -20 -21 25 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.013688906050119243 -0.088591829296201463 0.058765687498745028 -0.086859202962368737 -0.024950075761548111 0.066898862068989762 -0.045383924069040918 -0.090799864437431099 -0.13324139646945463 0.038861041798673834 -0.0031642974656327909 0.0019548964397841716 -0.14856821729437164 -0.12973623651833763 -0.00014543226354684355 -0.045400203396943783 0.060546425848899944 0.1472869064565748 -0.082228459676050331 -0.081304325184060472 0.036583195559003134 0.0019727650075787454 0.0602379522850396 0.046234103236530051 -0.086596664738781914 -0.087995335346330777 -0.042843157543729138 0.081791878464045356 0.0180000139772892 0.10465386084293667 -0.021189040348336505
leaf_weight=61 20 91 20 28 54 59 20 31 29 446 266 23 21 2685 74 28 20 22 27 44 41 71 102 47 23 52 27 35 73 37
leaf_count=61 20 91 20 28 54 59 20 31 29 446 266 23 21 2685 74 28 20 22 27 44 41 71 102 47 23 52 27 35 73 37
internal_value=0 0.0187346 -0.0111378 0.0390679 -0.000856046 0.00111086 -0.0146568 -0.0602439 -0.0140618 -0.00683072 0.000170286 0.000893174 -0.00289521 -0.00194728 -0.0406511 -0.0163168 0.0129844 0.0222094 -0.00571746 0.0711781 0.0162962 0.00101264 0.00755301 -0.0146126 0.0112138 0.0365401 -0.000246373 0.0560444 0.0765716 0.0323417
internal_weight=0 200 81 119 4377 3831 546 80 49 466 3777 3718 2831 2810 125 102 887 594 293 64 530 302 280 178 131 228 79 149 108 108
internal_count=4577 200 81 119 4377 3831 546 80 49 466 3777 3718 2831 2810 125 102 887 594 293 64 530 302 280 178 131 228 79 149 108 108
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=26 12 9 16 12 12 16 19 15 9 19 9 25 26 12 15 0 18 12 8 14 25 25 19 26 29 14 20 9 2
split_gain=8.83695 26.6365 64.2444 38.8652 21.1082 19.0461 16.5778 44.1308 16.337 18.3635 19.1158 82.4152 17.1835 15.9396 31.1122 17.1643 20.0166 20.5539 17.6894 16.4664 34.321 18.6213 18.0528 15.7871 15.2893 29.6907 15.2586 14.9675 13.8747 22.8148
threshold=6.5000000000000009 1154.1004959598367 303.6746005957217 376.50000000000006 1216.3009769983969 654.92715169270025 161.45000000000002 0.97488786706307018 539.62500000000011 94.07969970118701 0.86024201226309571 246.31278412993714 -0.056114553210205996 3.5000000000000004 525.53451533457803 719.50000000000011 876.08091801385694 1.0903906527518894 3542.5212268437203 520.28664717348931 0.0092790239236682191 0.78670503126861202 0.7303030636810498 1.2159890249931822 2.5000000000000004 110.00000000000001 0.036412499562585306 1.7136237520353135 152.9032648125756 781.61761413125384
decision_type=2 2 2 2 2 2 2 2 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 2 5 -4 -3 -2 7 -6 -8 -10 11 12 -11 24 -15 -16 17 -17 19 -19 21 22 23 -21 -1 -26 -14 -22 -27 -30
right_child=1 4 3 -5 6 -7 8 -9 9 10 -12 -13 26 14 15 16 -18 18 -20 20 27 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.00079157379540985306 0.080344158535202354 0.081930591066678368 -0.043779069360564742 -0.19498057152856799 -0.16683101822537455 -0.01766910797736624 0.036488975052627819 0.012017330950176396 0.06043183537466186 -0.073374247470201229 -0.0010519937934386262 -0.22365081860196023 -0.061877048692919989 0.1303011242138303 0.046967504910682724 -0.073444103477522726 0.080899435699437611 -0.027836335527690804 -0.074722679116978094 -0.034357659265081934 -0.020612095296382905 0.057538527922352423 -0.097421158715867651 0.028630079852714055 0.035767735540866853 -0.020547947864378652 0.032979133129560363 0.062770388527142437 -0.18740122864022851 -0.045336873471163788
leaf_weight=2325 24 30 34 34 22 114 109 37 42 32 807 21 22 23 118 35 33 94 26 94 25 37 26 69 38 31 74 155 20 26
leaf_count=2325 24 30 34 34 22 114 109 37 42 32 807 21 22 23 118 35 33 94 26 94 25 37 26 69 38 31 74 155 20 26
internal_value=0 -0.00661239 -0.0398245 -0.11938 -0.000891914 -0.000623322 -0.00302285 -0.0546719 -0.000270105 -0.00428487 -0.00712808 -0.0400368 -0.00991262 0.00291987 0.0158296 0.0121318 0.00521157 0.00075934 0.00569683 0.00987865 0.0186107 -0.00733703 -0.0200375 -0.00769414 -0.000968929 -0.0365617 0.0112413 0.0511895 -0.0722567 -0.107104
internal_weight=0 1402 206 68 1196 138 1166 59 1107 998 956 149 128 3175 735 712 594 561 526 500 406 226 189 163 2440 115 96 180 77 46
internal_count=4577 1402 206 68 1196 138 1166 59 1107 998 956 149 128 3175 735 712 594 561 526 500 406 226 189 163 2440 115 96 180 77 46
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=26 12 9 28 12 12 12 10 19 9 21 21 19 4 26 12 4 11 28 4 26 4 12 12 17 24 4 14 19 11
split_gain=7.15793 21.5755 52.038 56.7471 17.126 18.3483 17.0976 14.7777 13.6396 54.4719 36.4334 13.8759 13.5128 13.3921 12.911 25.2008 20.9746 14.2131 12.9176 12.627 12.3844 23.1485 12.1986 11.7116 12.7947 19.469 19.9992 13.3066 11.7965 11.1118
threshold=6.5000000000000009 1154.1004959598367 303.6746005957217 4.5000000000000009 921.75178100904009 1038.2480495022871 1216.3009769983969 805.30177331420384 0.86024201226309571 246.31278412993714 0.62514802853647156 0.8108438331452209 0.88660539016331341 200.54375000000002 3.5000000000000004 525.53451533457803 157.9421427772067 159.12585034013608 11.500000000000002 239.35245453434325 2.5000000000000004 285.5065315068494 4092.843320805614 742.45301202252949 1.0313997090896716 0.017370043032490734 388.92269964594851 0.0035843325142981795 1.3683253450227812 849.49471513376
decision_type=2 2 2 2 2 2 2 2 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 4 -4 13 -6 -3 8 9 10 -8 -12 -10 -2 20 -16 -17 18 19 -18 29 -22 -14 -19 25 -25 -27 28 -28 -1
right_child=1 6 3 -5 5 -7 7 -9 12 -11 11 -13 22 -15 15 16 17 23 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0007684305059554459 -0.02285958045515521 0.073737530584136651 -0.24410665829976402 -0.046378831977539878 -0.11866587245604024 -0.0018353116675847915 -0.13478225912898778 -0.073211883265396654 0.058662779725537718 -0.16864552663072296 0.063986846208572395 -0.0058090743243548217 -0.0015767849973009796 0.063209924171678727 0.11727101232694544 -0.072376285287840611 0.076675524218724325 0.06975408025085926 0.10515003920843205 -0.01650656213363012 -0.10362889536402442 -0.0044436922160590569 0.043161534393827125 -0.10962699559472858 0.014123274558267306 -0.073564379373865743 -0.050008553891412677 0.071151927800383416 0.047061871276015327 0.03298617274940982
leaf_weight=2223 29 30 21 47 20 41 20 29 44 23 35 153 796 48 23 29 26 30 30 33 33 82 66 21 428 31 31 32 21 102
leaf_count=2223 29 30 21 47 20 41 20 29 44 23 35 153 796 48 23 29 26 30 30 33 33 82 66 21 428 31 31 32 21 102
internal_value=0 -0.00595115 -0.035842 -0.107442 -0.000560991 -0.0401404 -0.000802723 -0.00272057 -0.000922637 -0.0226136 -0.00646584 0.00718485 0.00460784 0.0307941 0.00262788 0.0142466 0.0109186 0.0144553 0.051723 0.0245567 -0.000872036 -0.0329055 0.00184865 0.00887141 0.00563297 -0.0210865 -0.00491826 0.0204154 -0.010807 0.000712417
internal_weight=0 1402 206 68 138 61 1196 1166 1137 231 208 188 906 77 3175 735 712 683 89 59 2440 115 862 594 564 136 115 84 52 2325
internal_count=4577 1402 206 68 138 61 1196 1166 1137 231 208 188 906 77 3175 735 712 683 89 59 2440 115 862 594 564 136 115 84 52 2325
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=12 10 12 21 10 21 21 14 22 20 14 10 29 25 8 19 10 19 5 10 29 16 20 10 14 20 19 19 20 16
split_gain=6.40721 17.5267 7.64999 19.6608 38.8213 20.3271 16.5645 16.1405 46.9578 33.0903 19.396 26.4234 20.3611 40.899 18.5935 21.5966 22.7699 21.4017 17.064 29.9175 18.0202 16.9855 16.7976 16.5099 15.7839 28.3955 17.1339 15.7427 14.6833 14.6736
threshold=357.5945367672154 229.97315599327672 1977.5843829222197 0.31250805470433834 93.520725388601051 0.27686752782133811 0.50066513736449192 0.040845971956336782 0.12685132415866568 3.8451729747259891 0.15607491049121783 74.216009844969037 110.00000000000001 -0.0085880575242735999 2891.4148550724644 1.1133409278315656 151.54707136585981 1.1571747085756747 177.35178332189659 203.3100703373166 170.00000000000003 368.8250000000001 2.7630408832235243 199.60523175397608 0.4280217625722969 1.5872635584012966 0.74161412039470498 1.1120653582897841 1.9190171337628146 188.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 29 -2 8 9 18 11 -9 23 28 15 16 -10 22 -8 -20 -21 27 -17 -13 26 -26 -12 -15 -14 -6
right_child=2 -3 3 -5 5 -7 7 10 14 -11 24 12 13 21 -16 17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0055062824412237246 0.016241113635339432 -0.092688077564040822 0.064274275422096253 -0.0016052107977822931 -0.082016904098969515 -0.14202742420377271 0.021048097642188943 -0.060006434586830443 -0.0021229578107595445 -0.16013327677949118 -0.088803974814988959 0.048008528170336427 0.047675817330246388 0.1077530725025817 -0.057769494750822083 -0.0018727800622582438 0.12917851744485753 0.0061093191753523761 -0.11510033505950489 0.023913228240691954 -0.078264524441744601 0.14031273002990269 -0.12849857681854204 -0.021530614195234447 -0.012875691788463756 0.073026262615145984 -0.006891400422189076 0.016727721985233458 -0.057074237731285393 0.024912832925717037
leaf_weight=158 795 27 25 1652 33 31 37 32 25 26 27 58 23 38 49 20 28 502 51 45 28 44 22 83 87 69 471 38 32 21
leaf_count=158 795 27 25 1652 33 31 37 32 25 26 27 58 23 38 49 20 28 502 51 45 28 44 22 83 87 69 471 38 32 21
internal_value=0 -0.0182301 0.00076789 -0.00433098 -0.0452671 -0.0774852 0.00418394 -0.00103974 -0.0113259 -0.0554552 0.00751149 0.0265846 0.0353533 0.0581383 0.00144841 0.00630884 0.0672439 0.000372158 -0.0385506 -0.0563341 -0.0152782 0.0908669 -0.0682006 0.00707414 -0.00263751 0.0251194 -0.0113324 0.0622404 -0.0132697 -0.0404331
internal_weight=0 185 4392 1762 110 85 2630 1835 833 187 1002 348 316 175 646 597 53 544 161 124 73 120 42 141 654 156 498 76 55 54
internal_count=4577 185 4392 1762 110 85 2630 1835 833 187 1002 348 316 175 646 597 53 544 161 124 73 120 42 141 654 156 498 76 55 54
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=26 26 17 15 8 16 9 22 9 10 12 8 10 12 12 16 7 16 16 7 15 13 1 10 6 24 17 16 16 12
split_gain=6.02306 21.5916 19.5268 24.3474 24.4108 16.5434 13.7507 15.4335 15.1452 17.6994 11.9812 11.1768 11.0726 23.5877 10.896 22.2905 24.2688 23.2071 16.4822 14.7465 12.2291 13.2605 17.2349 17.0452 13.2741 12.6453 21.9475 15.9953 22.5042 12.0431
threshold=7.5000000000000009 8.5000000000000018 1.0141551870497063 763.50000000000011 391.09352077740056 484.50000000000006 777.94965254077533 -0.29818590707261472 95.448812262752028 68.921005540561609 2437.7276391055648 250.53520923520927 856.64115253516195 2550.502241796612 1827.9104189968393 443.07500000000005 677.53184417719842 332.07500000000005 505.35000000000008 441.82481732096221 568.40000000000043 147.37202741427072 399.96806554505582 112.77361260784112 880.28909531613681 -0.003551227514189573 1.3992253841748745 547.05000000000018 613.97500000000014 4092.843320805614
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -4 -5 7 11 -9 -10 -8 -3 -1 -14 15 16 17 19 -17 -11 -16 25 -23 -24 29 26 -22 -27 -29 -25
right_child=1 6 3 5 -6 -7 10 8 9 14 -12 -13 13 -15 20 18 -18 -19 -20 -21 21 22 23 24 -26 27 -28 28 -30 -31
leaf_value=0.0013421668782649034 0.006979871240624211 -0.10118356787910064 -0.11213062790532907 -0.18373735601251776 0.021011813031509521 -0.061101997508244077 -0.107621806930928 0.065595985031686718 -0.090342720523476611 0.035002612351786859 -0.014737061002269026 -0.001286974213352161 0.09803910053828184 -0.036756194099074317 0.052784709511576482 0.1519451617822051 -0.035245653329110602 -0.041496576741337776 0.036222303664544597 0.1275402034704502 -0.15157820574939251 -0.052889341306547794 0.095706211360326657 0.0087857629731961009 -0.049631516401256834 0.0081834970768889254 -0.017214703415670701 -0.1411913799494505 0.0070259477588392434 0.086876197701150737
leaf_weight=3405 57 24 21 22 40 22 21 40 20 51 41 21 34 21 37 20 79 27 32 26 20 43 24 193 35 107 31 20 21 22
leaf_count=3405 57 24 21 22 40 22 21 40 20 51 41 21 34 21 37 20 79 27 32 26 20 43 24 193 35 107 31 20 21 22
internal_value=0 -0.00638454 -0.0401413 -0.0657213 -0.0248241 -0.12242 -0.000658266 0.00250351 0.00553192 0.00255845 -0.046198 -0.0545652 0.00206114 0.0465718 0.00491635 0.0229548 0.00653751 0.0382766 0.0807311 0.0662491 -0.00274919 -0.00673127 0.00597014 0.0152072 0.0074793 -0.0269642 -0.0699063 -0.0121665 -0.0652752 0.0167764
internal_weight=0 1117 162 105 61 44 955 893 848 808 62 45 3460 55 788 235 183 104 52 77 553 516 317 274 250 199 51 148 41 215
internal_count=4577 1117 162 105 61 44 955 893 848 808 62 45 3460 55 788 235 183 104 52 77 553 516 317 274 250 199 51 148 41 215
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=23 22 13 0 10 23 4 22 25 25 17 22 23 22 8 25 17 5 22 23 21 1 13 18 10 5 1 13 24 13
split_gain=5.79281 20.5508 15.6055 11.7792 13.6809 7.65927 19.4058 20.7205 14.2854 42.1272 22.4985 23.2066 14.0808 13.4785 14.0415 13.1582 20.3717 15.6164 15.1655 20.1505 31.0294 12.4819 12.3732 24.7087 12.0287 11.9375 16.2431 16.6372 12.8368 10.5345
threshold=-0.39789508710477089 -0.3328238642675943 89.940801068062186 448.83352391369198 53.129621245345113 -0.24830455944615926 268.59701299838076 -0.29818590707261472 -0.065165578345229694 -0.067946433714120555 1.5009772687160352 -0.14260518444056344 -0.21309210992575525 -0.074498110036860229 317.01472034222962 -0.046770190791332031 1.0541933260195016 624.01031867964241 -0.11969423729783349 -0.15399964002815486 0.9987749762208854 329.25419427469882 98.039297781695325 1.4451858728445466 201.14943042052684 312.1104671329486 327.09432096041098 83.999056204937645 0.0034589872706964429 305.50118906064216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -3 -8 9 10 11 -7 -12 14 22 16 -10 -18 19 25 -21 -14 -9 -24 -16 26 27 -17 -28 -20
right_child=1 5 -4 -5 -6 8 7 13 15 -11 12 -13 21 -15 24 18 17 -19 29 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.04709149121843053 0.0067319973331430687 0.069338553321237367 -0.097631273776488878 0.088986645000321538 0.028293565895115391 -0.13787372164428233 -0.063772582974678901 0.012986409140839464 -0.06908931710890362 -0.15694665024903687 -0.046349059585481883 -0.019774612139044991 0.01269283285125708 0.081206603441387415 0.074234762895438414 -0.024755100689997728 0.024160606895628222 0.11195787437584089 0.0011333834388977269 -0.027290224242119156 -0.1725776656929936 0.10020442179271155 0.01271060062306268 -0.109887039667416 0.0042306458956941411 0.051817676813566485 -0.017544159320769488 0.078750121624519442 -0.12044836303896525 -0.055647621032866572
leaf_weight=33 23 54 38 21 89 20 39 84 21 22 20 99 39 27 45 44 170 23 3313 49 21 28 35 31 54 29 27 24 22 33
leaf_count=33 23 54 38 21 89 20 39 84 21 22 20 99 39 27 45 44 170 23 3313 49 21 28 35 31 54 29 27 24 22 33
internal_value=0 -0.000638888 -0.0582812 0.01981 0.00790253 0.000165178 0.0139512 0.00445618 -0.00110531 -0.0254133 -0.011366 -0.0396232 0.0272846 0.0140972 0.00682028 0.000362439 0.0244461 0.0346235 -0.00108447 -0.0267658 -0.0708765 0.0492648 -0.0124718 -0.0448731 0.0360507 -0.00561688 -0.0198528 0.0117762 -0.063746 0.00057338
internal_weight=0 4434 61 143 122 4373 369 315 4004 228 206 119 87 276 249 3776 214 193 3562 216 70 67 150 66 99 146 117 68 49 3346
internal_count=4577 4434 61 143 122 4373 369 315 4004 228 206 119 87 276 249 3776 214 193 3562 216 70 67 150 66 99 146 117 68 49 3346
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=13 28 29 13 13 19 20 10 13 27 7 13 19 20 28 24 17 24 13 22 25 20 25 13 10 24 21 27 27 7
split_gain=5.46944 11.9477 12.4429 5.5571 22.88 29.8297 14.7963 11.515 11.2129 22.2378 13.0874 11.0834 19.439 22.17 17.0081 13.8829 10.3967 23.6781 19.9831 16.9188 17.4137 17.5648 31.8118 11.7176 11.3013 11.1149 13.7762 11.2888 12.2435 22.8825
threshold=58.966223833004221 15.500000000000002 75.500000000000014 59.998200146507465 62.991789868458007 1.1246244908430414 2.990704484940292 139.43910256410257 64.172984457813357 8.5000000000000018 920.67000769888352 65.593913085909264 1.2092276923624772 2.7300766166144812 4.5000000000000009 0.73781298327204914 0.93312261576613975 0.77792601557413488 69.761177347242935 0.39368868153766406 0.80070056290509661 2.5157963828108731 0.85466825323876494 113.71125956485078 127.87985024618946 0.84335911454989387 0.55300086477063493 9.5000000000000018 6.5000000000000009 2035.9370760170141
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 -2 -8 9 10 -6 12 14 -14 -10 -15 17 18 -13 20 25 -22 -23 -21 -19 27 -27 28 -18 -30
right_child=3 -3 -4 4 8 -7 7 -9 11 -11 -12 16 13 15 -16 -17 19 24 -20 23 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.054269907655923266 0.049660119472386001 -0.090845501742192691 0.046703868932448905 -0.0053651390296797601 0.052160492842085661 -0.1620090363919735 0.023865238359818856 -0.059279960490042166 -0.022733081308634662 0.11334594299013799 -0.034637295376313361 0.0815033016427021 -0.069415584134356098 -0.073142457722375792 0.07187997773289681 0.011980385738179873 -0.0055191448674874284 -0.0053041394461284981 -0.0077684990225437419 0.01228201338513331 -0.0043375129313909843 -0.13385103947004759 0.020247145351909458 0.11804097024723888 0.075625591840471323 0.099345736026763928 -0.0078930526971817024 -0.019989698192943911 0.0095961532916346119 -0.050515804871578113
leaf_weight=23 77 21 26 31 32 20 36 31 38 26 38 28 98 24 38 95 1430 22 240 22 73 37 21 20 80 25 23 273 1563 66
leaf_count=23 77 21 26 31 32 20 36 31 38 26 38 28 98 24 38 95 1430 22 240 22 73 37 21 20 80 25 23 273 1563 66
internal_value=0 -0.027738 -0.000691985 0.000430811 -0.000207113 -0.0667941 0.019759 -0.0146049 0.000580442 0.0343741 0.00504169 -0.000189053 -0.0189503 -0.0341936 0.0245734 -0.00518725 0.00121218 0.0171649 0.00155841 -0.000449094 -0.00120383 -0.0369766 -0.0780569 0.0626434 0.0581702 0.000182628 0.0479605 -0.000505648 0.0012332 0.00716068
internal_weight=0 70 49 4507 4363 51 144 67 4312 96 70 4216 293 217 76 119 3923 370 268 3553 3511 131 58 42 102 3380 48 3332 3059 1629
internal_count=4577 70 49 4507 4363 51 144 67 4312 96 70 4216 293 217 76 119 3923 370 268 3553 3511 131 58 42 102 3380 48 3332 3059 1629
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=14 18 16 18 14 14 20 2 22 24 22 24 11 9 12 12 16 16 14 17 19 3 1 17 13 13 20 3 10 19
split_gain=5.48211 17.7811 14.2193 15.1059 16.8617 14.8866 29.2078 12.6465 9.4399 8.3001 8.28317 20.4115 28.0778 17.1089 13.0136 20.8788 14.4694 15.4956 18.5608 19.7345 17.2578 19.0396 16.5593 14.9859 11.4096 11.2475 12.5142 11.5262 10.2146 27.2231
threshold=0.4060108305024312 1.0184141531942534 231.50000000000003 1.1822171336864014 0.48569898869720413 0.47632361689470554 1.6156384626578695 845.89207866773711 -0.20443214429577303 -0.011398285897358711 -0.054140234143981669 0.22245211501035883 88.408488525057422 91.90555144207039 3753.9892294162582 4031.054116754719 172.02500000000003 208.20000000000002 0.27057703747769191 1.3425729227679044 0.74161412039470498 221.24171022422675 389.46643793913739 1.2548066586493476 305.50118906064216 225.45212001513903 1.4466061923366229 879.71588693679303 70.616510034865016 0.96262899632936316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 8 -3 4 -4 6 -5 -7 -2 -10 11 14 -13 -12 16 -16 23 18 19 -18 22 -22 -19 -1 28 26 -23 -28 29 -15
right_child=1 2 3 5 -6 7 -8 -9 9 -11 13 12 -14 24 15 -17 17 20 -20 -21 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0081694891710172995 0.044641167237220898 0.088633891267161216 0.10666903416958771 -0.12880976542153141 0.0077906404402764409 0.01022138403554968 0.0090426995181569873 0.092805698751048604 -0.047649679775349799 -0.0015017635928234086 0.068823583665731797 0.0048945704397434994 -0.14653266923874617 -0.10901857191075881 -0.11563257083848671 0.0099188659626704007 0.020249082818627358 -0.11926745193389554 -0.020749022632177608 0.16072867631912233 0.076665460215008363 0.055177144939079881 0.0039372405223548415 -0.091873601295187013 -0.057190965225591389 0.061742265522480015 -0.0056601267342594082 -0.070513695606897617 0.0019475251751294035 0.015099502099288065
leaf_weight=55 23 31 35 22 34 118 51 22 76 80 37 24 25 30 27 26 20 24 24 20 32 32 20 35 34 26 498 29 3024 43
leaf_count=55 23 31 35 22 34 118 51 22 76 80 37 24 25 30 27 26 20 24 24 20 32 32 20 35 34 26 498 29 3024 43
internal_value=0 0.00997234 0.0243488 0.0172819 0.0579463 0.00410897 -0.0325019 0.0231989 -0.0151663 -0.0239841 -0.00120107 -0.00957078 -0.0723642 0.0012216 -0.00602599 -0.0540413 -0.00290352 0.00179107 0.0487747 0.0904889 -0.00275802 0.00155692 -0.0632653 -0.0407211 0.000422723 -0.00255158 -0.00554199 -0.00922892 0.00105523 -0.0359079
internal_weight=0 492 313 282 69 213 73 140 179 156 4085 917 49 3168 868 53 815 725 64 40 661 617 44 90 3131 585 559 527 3097 73
internal_count=4577 492 313 282 69 213 73 140 179 156 4085 917 49 3168 868 53 815 725 64 40 661 617 44 90 3131 585 559 527 3097 73
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=15 1 13 0 16 15 21 29 15 12 19 9 8 13 8 19 13 0 7 7 0 21 1 20 10 21 0 9 21 12
split_gain=5.71372 18.7949 16.4652 42.7568 13.8827 12.72 15.1648 11.5031 10.3716 11.4036 10.0722 11.3895 24.4503 8.65573 8.30933 22.5005 15.29 13.9377 13.3945 22.2328 9.81498 8.71688 32.1064 30.542 12.3523 8.19009 15.2854 12.1928 8.1564 6.76257
threshold=2650.1499999999992 1082.7350638307273 87.99535194300141 846.85019100538295 899.62500000000011 2878.9499999999975 0.57624863281655803 140.00000000000003 2817.8000000000006 1859.2500457435619 1.0625739225949797 224.37487416689811 2865.7647058823536 141.71554994058121 2407.5208333333335 1.1999431231870579 114.0101945628998 544.09508462216911 1907.9364516764515 1967.2602347830109 791.34573412698421 0.21461500602297454 517.75299980131922 3.0588771913363986 192.7817056396149 0.35743062934607711 678.47418541487889 321.76003127324702 0.57142022067198317 2038.6889179063612
decision_type=2 2 2 2 2 2 2 2 2 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 28 -4 14 8 7 10 9 -2 -7 12 -12 -5 18 25 17 -17 21 -20 -19 22 24 -24 -1 26 -16 -27 -3 -13
right_child=5 2 3 13 -6 6 -8 -9 -10 -11 11 29 -14 -15 15 16 -18 20 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0083368756781345699 0.053072837268312772 -0.021864783531054855 -0.1937711936980486 -0.060264937159034519 0.063816075772047051 0.065224787369370471 -0.081197730282490901 0.062430898316444897 0.072399421481472645 -0.015379685976208663 0.064168804503501736 -0.012146174992142503 -0.067843974269926541 0.017181796166631912 0.12627914872919691 -0.10629520384086805 0.038509572846324822 0.020308351492775337 -0.1255861922936595 -0.001621893731256326 -0.064930327499116022 0.00029940742707247029 -0.013453646754051612 -0.15188624640926718 0.073706376612186431 0.055133135688745165 0.020686472551180765 -0.03471288779831451 0.052530796800274407 -0.062053263187408447
leaf_weight=69 45 56 20 31 34 20 22 31 49 53 47 102 20 27 29 22 38 35 23 39 22 3504 34 30 25 44 26 23 20 37
leaf_count=69 45 56 20 31 34 20 22 31 49 53 47 102 20 27 29 22 38 35 23 39 22 3504 34 30 25 44 26 23 20 37
internal_value=0 -0.00113187 -0.0354126 -0.0676888 0.000188926 0.0110291 -0.0015137 0.0053075 0.0348349 0.0160526 -0.00252801 -0.00910595 0.024762 -0.0242121 -0.000356954 0.017718 -0.0136137 -0.0386857 -0.00151697 -0.0476086 -0.0125908 -0.000736612 -0.0237126 -0.0783439 0.0134831 0.0477656 0.0763626 0.0242905 -0.002287 -0.0254308
internal_weight=0 4151 154 78 3997 426 279 257 147 98 226 206 67 58 3963 239 117 79 3724 62 57 3662 158 64 94 122 55 67 76 139
internal_count=4577 4151 154 78 3997 426 279 257 147 98 226 206 67 58 3963 239 117 79 3724 62 57 3662 158 64 94 122 55 67 76 139
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=26 26 14 29 9 14 21 1 18 7 9 7 7 23 1 21 24 7 15 1 29 7 26 14 17 17 7 14 15 14
split_gain=5.24012 16.3523 18.5425 21.3754 14.0599 13.1654 32.6362 20.4906 36.7757 26.77 37.7582 21.343 15.4662 14.2633 13.8756 12.9678 11.1929 11.1664 11.1551 33.3275 11.1352 11.5067 16.7414 16.5013 14.6849 11.8732 11.0141 17.1116 11.632 10.3851
threshold=7.5000000000000009 9.5000000000000018 0.062921751551975255 65.000000000000014 777.94965254077533 0.047779521327205525 0.74663953874065936 649.19905877031567 1.3268754248335484 533.61796245420976 273.95196684131116 608.3992047900781 2035.9370760170141 0.055362002809742364 955.56752274003384 0.52973989965031121 0.015327880082314173 594.09020683763697 748.05000000000007 604.36416188784131 65.000000000000014 304.58063662174635 25.500000000000004 0.43405509458881464 1.4551900040811232 1.8573151012579461 2340.2684596513213 0.00047707363730739176 2817.8000000000006 0.2413636699959584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 15 8 9 -3 -11 -10 14 17 -9 -7 -17 20 29 -20 -8 25 23 24 -23 -22 27 -14 -28 -5
right_child=1 4 3 18 -6 6 13 12 11 10 -12 -13 26 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0019225095666016688 0.0014123728141188622 -0.00065846001279765165 -0.1372082017051677 0.038312000334262852 -0.045672874798377359 0.019472803316406301 0.066585820106168592 0.019858713808295493 -0.03394782830248861 -0.211289912045002 -0.049399212572504493 0.081774583570659171 -0.0042583341477438813 -0.073129835476477945 0.1118508991599083 0.046934132597276142 0.13176016567008839 0.075570729832080283 -0.17065552469342948 -0.015510942546857729 0.032373436689941269 -0.10206221957155999 0.053481768681244414 0.017419314624567053 -0.0084008080311692695 -0.046025934101392829 -0.039769191797822713 -0.12217018250375987 0.061669754519915354 -0.043584600067697467
leaf_weight=3460 125 29 24 30 60 37 24 91 34 25 34 30 32 24 20 28 35 22 20 45 99 47 22 32 26 24 20 20 26 32
leaf_count=3460 125 29 24 30 60 37 24 91 34 25 34 30 32 24 20 28 35 22 20 45 99 47 22 32 26 24 20 20 26 32
internal_value=0 -0.00595513 -0.0270757 -0.0506586 0.000976239 0.00456004 0.0165971 -0.00944428 -0.037381 -0.0793286 -0.117997 0.0202971 0.0108733 0.00101412 0.0364339 0.0664626 0.0940597 0.00702579 -0.0343028 -0.0632477 0.00152219 -0.00472392 -0.0258372 -0.0424565 -0.0687034 0.017076 -0.018078 -0.049609 0.0175659 -0.00395721
internal_weight=0 1117 276 151 841 781 420 361 152 88 59 64 209 320 111 100 63 296 127 65 274 250 127 105 73 123 98 52 46 62
internal_count=4577 1117 276 151 841 781 420 361 152 88 59 64 209 320 111 100 63 296 127 65 274 250 127 105 73 123 98 52 46 62
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=13 4 4 13 0 19 23 3 3 23 29 20 13 15 9 25 12 10 12 0 0 29 13 13 23 13 13 3 13 6
split_gain=5.13285 13.1548 12.3084 11.9276 8.36525 11.7161 11.5326 8.17927 10.1848 8.88506 8.68122 9.21218 9.02858 11.4817 9.86636 7.64702 7.2293 20.1252 13.4116 17.1599 21.6226 19.6321 14.8745 26.7433 29.5674 21.7214 25.2202 20.3597 14.5651 13.3927
threshold=197.97104653894809 982.77836763636083 1168.3678542383611 195.84616869832897 846.85019100538295 1.4447888292032711 0.5791513323648767 972.96576721054714 791.42358554088617 -0.30259185720151893 200.00000000000003 2.2890246765310152 227.45363692195301 945.10000000000002 216.7229663160698 0.01208278613635006 2812.2583769154303 805.30177331420384 2301.0393209222752 836.91666666666686 795.23896103896118 110.00000000000001 105.1196741397289 137.6925669278813 0.44621243226161861 123.98001524583917 110.76882614469012 626.46761358649553 170.16963429563194 440.15642595925004
decision_type=2 2 2 2 2 2 2 2 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 4 -3 16 5 6 7 8 9 -2 12 15 13 -11 -14 -12 18 -18 19 20 -1 -21 -20 24 25 26 -24 28 -25 -29
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13 14 -15 -16 -17 17 -19 22 21 -22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=0.0017720666963656072 0.04539240241050721 0.10022783547639846 -0.0041185792248982656 0.062954147754897993 0.031290556345548892 0.050345474222432011 -0.084928429153348722 -0.078839117554681648 0.051266902244903823 0.012137713430351332 -0.044429439927737874 -0.10225317470729352 -0.022469189560607727 -0.066122401223794841 0.063973981694829082 0.0061275632918945389 0.014539280075494772 -0.082936537401242696 0.0055288411257213652 -0.061230952108463091 0.063451741533835648 0.0083872506981843131 -0.091329988411494673 -0.11465552706610074 -0.1801938720047474 -0.10594153015149965 0.048855935432242627 0.081671973414205276 -0.0089575190097093589 -0.0023115104165944188
leaf_weight=2832 20 20 26 31 36 23 28 21 22 38 104 20 23 37 31 42 569 22 162 91 58 73 21 22 20 36 33 29 32 55
leaf_count=2832 20 20 26 31 36 23 28 21 22 38 104 20 23 37 31 42 569 22 162 91 58 73 21 22 20 36 33 29 32 55
internal_value=0 -0.00966045 0.0412494 0.00116086 -0.014923 -0.0189907 -0.0231222 -0.0182882 -0.014515 -0.0191092 -0.0234822 -0.0386046 -0.00402243 -0.0264706 0.0271556 -0.0298856 0.000688459 0.0109107 -0.00105558 0.00122428 0.00300993 -0.0302424 -0.0180378 -0.0334321 -0.0702132 -0.0457731 -0.00566081 -0.00411383 -0.0520197 0.0266828
internal_weight=0 491 46 4086 445 409 386 358 337 315 295 166 129 75 54 146 4055 591 3464 3054 2890 164 410 248 110 90 54 138 54 84
internal_count=4577 491 46 4086 445 409 386 358 337 315 295 166 129 75 54 146 4055 591 3464 3054 2890 164 410 248 110 90 54 138 54 84
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=13 8 17 12 10 29 11 6 29 10 23 12 26 10 29 8 6 23 17 18 12 12 12 19 1 28 20 22 29 22
split_gain=5.13952 10.7294 18.2194 5.08833 14.0631 7.43826 6.33386 20.4146 52.45 25.147 21.8923 18.306 20.0766 55.5225 16.4066 24.2256 15.7152 26.2418 17.5476 16.8656 15.1837 31.6106 24.7171 39.8558 47.1901 14.5028 14.8837 13.963 17.3081 13.8456
threshold=58.966223833004221 385.9319095079893 0.97234304922363879 357.5945367672154 229.97315599327672 75.500000000000014 174.73520464601771 217.85806884834113 170.00000000000003 120.80177448207382 0.065355578332018757 905.53955014878363 6.5000000000000009 197.05870147255692 110.00000000000001 493.42681159420295 181.23118575624085 0.66896118017222694 0.96878162359237396 1.3446302175523484 1154.1004959598367 1632.8257850668281 811.9556156678774 1.3537939690279988 261.52173456376698 6.5000000000000009 2.1386564852644252 0.20979420624297623 65.000000000000014 -0.050477544347445315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 16 8 -8 -10 -11 12 14 -14 -9 -16 20 19 27 -18 22 -22 -5 24 29 26 -20 -19 -29 -24
right_child=3 2 -4 6 -6 -7 7 11 9 10 -12 -13 13 -15 15 -17 17 18 25 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.032915221793310988 0.040306851267814636 0.015033706345341423 -0.10756116702600763 0.0023768163066569385 -0.082624230947759419 -0.015318270189656822 9.8717672313285769e-05 0.016349711138143607 -0.17866773878534636 -0.12925847489386796 0.016930095620808147 -0.0019877677654397325 0.055729266152613692 -0.1641005834937096 -0.0031981109030311929 0.10423522988548045 0.088124458870949385 0.01552799940109253 -0.047939203288738748 0.026770641592909296 0.048004989980930286 -0.0068769270590005012 0.020236234710766719 0.026050365005814754 -0.18308970875599806 0.051866964472434191 0.048332391750927156 0.011250920664696467 -0.10135416797338388 -0.086277088952129308
leaf_weight=21 30 22 27 246 27 121 171 198 27 20 21 2466 27 20 32 61 73 38 42 116 155 325 26 43 34 79 26 21 39 23
leaf_count=21 30 22 27 246 27 121 171 198 27 20 21 2466 27 20 32 61 73 38 42 116 155 325 26 43 34 79 26 21 39 23
internal_value=0 -0.0268884 -0.0525186 0.000417615 -0.0161526 -0.00426692 0.00109895 -0.00138767 -0.0294426 -0.10373 -0.0543814 0.0010036 0.0228282 -0.0378154 0.0326229 0.0672689 0.00698292 0.0224716 0.000874313 0.0504681 -0.000906862 0.0108454 -0.016071 -0.0520882 -0.0925697 0.0227258 -0.0111295 -0.0319028 -0.0619424 -0.0297598
internal_weight=0 70 49 4507 178 151 4329 3043 239 68 41 2804 338 47 291 93 1286 434 245 189 852 480 372 126 83 147 68 98 60 49
internal_count=4577 70 49 4507 178 151 4329 3043 239 68 41 2804 338 47 291 93 1286 434 245 189 852 480 372 126 83 147 68 98 60 49
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=5 7 9 16 10 22 18 18 26 1 7 21 27 28 1 1 1 19 18 19 19 19 7 9 26 25 5 22 28 11
split_gain=5.15469 10.4327 5.96992 6.81263 25.0475 16.8304 17.3302 11.7059 21.8302 8.76506 18.2567 17.1266 13.7388 13.3981 12.8675 12.1186 16.336 16.0668 15.3724 15.1326 19.8934 18.1488 13.3139 14.7774 12.6584 18.6285 11.2218 12.2241 11.0174 10.8731
threshold=1221.581917092147 2048.0633839745901 1075.2698011772004 733.90000000000009 105.48060016104789 -0.31706045110150777 1.3072562372780483 1.1702195941074194 1.5000000000000002 920.39393384728044 1893.5759751033404 0.61475455451359873 8.5000000000000018 24.500000000000004 1377.3684122329284 737.53152323050733 681.63782516017716 0.944908496412596 1.1086990228491436 1.0024928001920252 1.0885475543701053 1.1246244908430414 1534.4800030557396 637.83198557067647 36.500000000000007 0.0092799415003507763 427.43169799788819 0.27021098971792118 11.500000000000002 110.90418118466901
decision_type=2 2 2 2 2 2 2 2 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 9 -5 -6 7 8 -7 15 11 28 13 14 29 16 24 -17 -18 -19 -21 -22 23 -23 -1 -26 -24 -28 -11 -12
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 12 -13 -14 -15 -16 17 18 19 -20 20 21 22 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.00030160785608124004 0.050270449993285275 -0.023040094878524542 -0.050202748800317443 0.08318036636337639 -0.1078056586906314 0.043727180085011891 0.035538083678958096 -0.080393126983905133 -0.062640020944351379 0.097997421527450737 0.044093225285410882 -0.0076540411799214782 0.049050239595415969 0.029928055294610637 0.036520662310067564 0.061146766692399983 0.11274989274415104 -0.096821367383003232 0.020163496083474345 0.020921516039659485 -0.092603895048378043 -0.085796629445736905 0.017050553612411024 0.0080569056533277041 0.018804279244504868 -0.11067802543286234 -0.0093814052571103267 -0.10113361988216639 0.020939491529549874 -0.024697066214375042
leaf_weight=3014 55 30 24 22 24 35 44 42 43 55 25 40 58 99 48 25 22 25 97 104 40 51 100 25 20 25 53 20 28 284
leaf_count=3014 55 30 24 22 24 35 44 42 43 55 25 40 58 99 48 25 22 25 97 104 40 51 100 25 20 25 53 20 28 284
internal_value=0 0.0243961 -0.000461637 -0.000194451 -0.0177775 -0.0295917 -0.0181458 -0.0378298 -0.0149111 0.000672726 0.01149 0.0460976 0.00320846 -0.0026223 -0.0116489 -0.00123024 0.000929685 -0.0167251 0.0372803 -0.0213825 -0.0165836 -0.0300803 -0.0200363 -0.0549238 -0.000484413 -0.0531303 -0.00471001 -0.034519 0.072002 -0.0191315
internal_weight=0 85 4492 4468 210 188 164 120 78 4258 637 123 514 456 357 3621 3178 443 119 418 393 289 249 76 3059 45 173 73 83 309
internal_count=4577 85 4492 4468 210 188 164 120 78 4258 637 123 514 456 357 3621 3178 443 119 418 393 289 249 76 3059 45 173 73 83 309
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=20 2 1 27 20 20 19 19 20 5 19 26 13 16 16 27 18 18 18 13 20 8 11 16 5 1 10 22 22 2
split_gain=4.94257 15.7085 12.8847 13.8811 11.2763 16.6264 14.4136 14.7752 11.1684 9.62057 5.87383 5.81395 15.9185 18.5308 15.6767 20.8213 17.3679 11.4263 17.7084 14.3056 39.6652 17.1864 18.3076 16.5372 15.7286 11.378 11.8072 13.0546 11.1538 16.9857
threshold=4.5839171984375469 485.58248283872922 231.37220908196954 9.5000000000000018 4.009933363845672 4.0896700728144575 1.3219214547320324 1.1133409278315656 5.3372249941367675 141.97290423018526 1.6779738034294081 6.5000000000000009 199.08450771281665 223.20000000000002 141.95000000000002 7.5000000000000009 1.0099967541016865 1.1216631359218698 1.1086990228491436 110.76882614469012 1.4466061923366229 184.30984848484852 185.29827805385418 750.32500000000016 259.87324658926008 451.55172863108771 124.06398621481908 -0.015217902168587805 0.3813332991770379 471.1804828647534
decision_type=2 2 2 2 2 2 2 2 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 11 -6 7 -7 -5 -4 -8 12 17 -14 15 -13 -16 18 -1 23 -21 -22 -23 28 -24 -26 -27 -28 -19 -30
right_child=1 -3 9 8 5 6 10 -9 -10 -11 -12 14 13 -15 16 -17 -18 19 -20 20 21 22 24 -25 25 26 27 -29 29 -31
leaf_value=-0.0043500148657537796 0.075868861354661712 0.088595185715418606 -0.09219196790829301 0.042797283650863743 -0.088395242962767101 0.0054519274682902248 0.058068961763222307 -0.086471393531084892 -0.058069649597872863 0.004717852742899032 -0.0022927865435026194 0.0034213806405508276 -0.090537848168363189 -0.0095978106305031393 0.077960475419576347 -0.12972628927749139 -0.00459463045502623 0.0072353937282267321 -0.079678459892816411 0.13493654059952703 -0.071624350090595812 0.055389915122133163 -0.053910897351387481 -0.051060131693428212 0.049095331363621625 -0.049926493745861639 -0.022982163894669835 0.025743159626514835 0.0052289822249002357 -0.063727454969595226
leaf_weight=380 33 26 20 21 34 34 28 36 23 21 38 24 36 132 26 23 1283 1524 34 29 22 108 36 55 79 33 74 214 93 58
leaf_count=380 33 26 20 21 34 34 28 36 23 21 38 24 36 132 26 23 1283 1524 34 29 22 108 36 55 79 33 74 214 93 58
internal_value=0 0.0182328 0.00272923 0.0268417 -0.000592268 -0.0258485 -0.0102118 -0.0418229 -0.00992861 -0.0425552 0.0233152 0.000414899 0.00293713 -0.0269421 -0.00499228 -0.061736 -0.00295488 0.00476981 -0.0105364 0.00749531 0.0208707 0.0150263 0.0185306 0.00289511 0.00940028 0.0150983 0.00673141 0.0132235 0.00466677 -0.0212576
internal_weight=0 144 118 77 4433 170 136 70 44 41 66 4263 2907 168 1356 47 1309 2739 414 2325 595 566 544 1730 436 400 321 288 1675 151
internal_count=4577 144 118 77 4433 170 136 70 44 41 66 4263 2907 168 1356 47 1309 2739 414 2325 595 566 544 1730 436 400 321 288 1675 151
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=15 15 29 21 15 5 4 5 8 3 3 3 16 6 12 18 13 5 11 13 13 12 3 2 15 17 20 18 15 18
split_gain=4.02705 9.45144 11.3338 11.3075 8.88315 18.7754 17.0671 10.3045 9.05109 14.1235 8.67408 11.5171 17.3438 8.1691 11.6601 13.9338 7.98242 7.9028 12.9135 7.77721 17.5996 17.1756 15.5464 21.4638 18.1163 32.9533 13.8261 20.7557 23.0872 17.2719
threshold=2650.1499999999992 2878.9499999999975 140.00000000000003 0.57624863281655803 2444.5500000000006 452.4407543300087 924.50494685977503 1174.7227375605933 1781.6260622125208 1361.6901220701245 1619.8184847593845 1430.5483135641625 585.05000000000007 1159.0975343428527 4092.843320805614 1.1653841861598802 95.993529794701175 151.59402251466625 224.20733693243525 153.80441348763694 137.6925669278813 3432.3904950165156 661.38794705428188 1071.4742698846865 1426.3 1.1492161809461894 1.3545753652886343 1.3961663263617583 1451.0000000000002 1.1379845894993401
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 -7 13 -6 17 11 16 -13 14 19 -16 -3 -10 -19 20 -1 26 24 -24 -21 -26 -22 28 29 -28
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 18 -20 22 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00084086641417692963 0.029779704819832532 -0.022190586754526849 0.053477022435629011 -0.081004829630255709 0.050000878529889249 -0.11331995039646114 -0.0075020135276847423 0.041194977465396132 0.017333514988422394 0.056773077061569144 0.025241343072305123 -0.10865473923859773 -0.0072752640789581673 -0.054384282111589403 0.071263188116100371 -0.0094241349712798489 0.041389125781133775 -0.097092448799840872 -0.0024964317679405214 -0.014093840514036893 -0.038474411415379675 -0.055035850337960504 0.024522972632235795 -0.057495046740299788 -0.1751298997923732 0.0042263050874074308 0.039485622756183149 -0.00018355980825920901 0.020648455395059166 0.14842393522172473
leaf_weight=2794 147 39 33 20 28 35 27 60 22 22 75 27 45 28 49 38 40 31 27 495 21 22 199 38 20 21 22 60 49 43
leaf_count=2794 147 39 33 20 28 35 27 60 22 22 75 27 45 28 49 38 40 31 27 495 21 22 199 38 20 21 22 60 49 43
internal_value=0 0.00925922 -0.00155264 -0.00893467 -0.000950236 -0.0219565 -0.0672379 6.85078e-05 -0.000360769 -0.0141855 -0.00255678 -0.0163638 -0.0452926 -0.000564369 -0.000175075 0.0360204 0.0100017 -0.0336992 -0.0530564 -0.00100727 0.00128978 0.0287231 -0.00995477 0.0113724 -0.0193849 -0.0832645 0.0381729 0.0474234 0.0724797 0.111553
internal_weight=0 426 279 246 4151 192 62 3959 130 102 226 151 72 3899 3871 87 79 80 58 3784 3011 217 773 237 536 41 195 174 114 65
internal_count=4577 426 279 246 4151 192 62 3959 130 102 226 151 72 3899 3871 87 79 80 58 3784 3011 217 773 237 536 41 195 174 114 65
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=28 2 22 16 0 22 0 2 20 14 14 6 12 14 14 0 9 21 12 12 26 21 28 12 14 23 20 3 3 14
split_gain=4.83605 18.1206 30.7781 12.906 22.7385 20.5807 13.2979 25.6082 13.5883 19.3393 12.1084 14.7405 12.0009 11.5884 21.7332 14.8897 12.6126 19.8507 11.6577 11.0953 36.6187 12.2441 13.8932 32.465 12.3545 20.4904 17.7345 13.4271 12.7422 11.5436
threshold=5.5000000000000009 190.26890318419447 0.028078432115640709 128.67500000000004 437.04089019864057 -0.043814551655273315 213.22720166472595 468.42559315383158 4.1455168274651895 0.00026367672846278642 2.3970611678435129e-05 377.92917951613612 921.75178100904009 0.0014291180552468976 0.0016857579602042962 1158.4474576271189 420.11849710982665 0.53221778480775839 3876.6830429518363 685.0447027331287 2.5000000000000004 0.30766953741843411 7.5000000000000009 1130.9384593349685 0.20800893886966557 -0.039837658813951654 2.0395294231135122 374.86127917055245 456.50148828252162 0.0075534175418339429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 9 -5 11 -8 -7 16 -15 19 18 -18 -12 20 -16 29 23 -23 25 27 -27 -25 -28 -21
right_child=3 -3 -4 6 -6 12 10 -9 -10 -11 13 -13 -14 14 15 -17 17 -19 -20 21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0023858110256795143 -0.033715452912241914 0.005615843587180017 -0.15158640795154499 -0.11455757123019016 -0.068287971367438638 0.024605080727923178 0.061830063068097643 -0.11387705475091935 0.055746676260605456 -0.012489515965862667 -0.016345411925347615 -0.01385097693313252 0.077727258135206423 0.085498171441000081 -0.00038238534055251095 0.069157501078885172 -0.01433450779019806 -0.1290697492361069 0.051744092538676879 -0.00853673533226053 0.13347204041481017 -0.13939329865186109 0.00030964594496410886 0.12129422470927238 -0.049504776420353946 -0.096276269092534991 -0.064849728234112267 0.0054188504815101627 0.029073106027387371 -0.10882078453221106
leaf_weight=37 43 1828 20 21 27 123 62 30 24 160 366 44 65 29 112 29 38 25 27 24 25 23 1171 20 66 24 20 20 52 22
leaf_count=37 43 1828 20 21 27 123 62 30 24 160 366 44 65 29 112 29 38 25 27 24 25 23 1171 20 66 24 20 20 52 22
internal_value=0 0.00388451 -0.0516395 -0.00272003 0.0185471 0.0286967 -0.00497431 -0.0275848 -0.0149566 -0.0243317 -0.002558 0.0304153 0.0429718 -0.00422793 -0.00030072 -0.00184809 -0.0183263 -0.0598644 -0.0116675 -0.00315218 0.0240436 -0.00573597 -0.00406327 -0.0268219 -0.0140043 0.00322381 -0.0218315 0.0633565 0.00298343 -0.0564987
internal_weight=0 1885 57 2692 258 231 2434 235 205 181 2199 106 188 2093 1637 1608 456 63 393 1579 137 1442 1396 225 202 136 96 40 72 46
internal_count=4577 1885 57 2692 258 231 2434 235 205 181 2199 106 188 2093 1637 1608 456 63 393 1579 137 1442 1396 225 202 136 96 40 72 46
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=0 4 12 18 29 0 23 27 7 27 16 4 21 4 24 18 10 26 18 18 18 27 12 0 12 27 21 8 18 29
split_gain=4.27959 9.34261 7.31758 8.21953 8.24257 8.36917 7.50203 7.13403 21.8344 9.23601 19.4074 14.8061 13.6748 12.7321 13.3355 13.4948 12.0696 10.9085 20.18 9.79131 14.7802 7.88727 15.4332 15.7146 19.1254 17.149 34.7099 20.1078 28.3727 15.7147
threshold=98.535426187508662 73.446614583333357 384.52352679234087 1.8677600883626315 170.00000000000003 71.05784313725492 0.66585869156394895 11.500000000000002 1236.4903178662773 9.5000000000000018 88.500000000000014 505.11775000000006 0.77467118593265039 402.67732725095078 0.82598404457987706 1.1653841861598802 274.64796368624178 1.0000000180025095e-35 1.4240034777134472 1.2901778411564992 1.2242822430538591 6.5000000000000009 1593.7761698590714 1001.2070087213789 630.60204858993836 8.5000000000000018 0.259560250251544 708.35115176151783 1.1511755108045125 95.000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 9 -9 21 -11 13 16 14 15 -12 -13 18 -17 20 -19 -2 23 24 -23 27 -27 -26 -29 -30
right_child=7 2 3 -5 -6 6 -8 8 -10 10 11 12 -14 -15 -16 17 -18 19 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.038178069712915298 -0.0043892946743742667 -0.024567796648652468 -0.0072018584814564947 0.00085714635140490987 0.10534379822867257 0.10682409456931055 0.021247190308003202 -0.0093806841543742601 0.10399411928195219 -0.11082820110023023 -0.087701411143643784 -0.10343706458363505 0.0038311209378613011 0.055855772623585334 0.038776199768279805 -0.10579007364937972 -0.0090519632026553158 -0.001878358389561375 0.0002865685467073258 -0.010856109639121729 0.10910279868170619 0.11759053937026434 -0.00010922602862460185 -0.064091530442237851 0.0080953845802048188 -0.12898773834109309 0.011542492160846575 0.15448092013873438 0.014171706039357829 0.097151349123680231
leaf_weight=29 1800 27 29 53 21 20 21 49 26 20 24 42 37 36 53 29 20 30 47 110 20 21 1559 21 134 20 145 27 74 33
leaf_count=29 1800 27 29 53 21 20 21 49 26 20 24 42 37 36 53 29 20 30 47 110 20 21 1559 21 134 20 145 27 74 33
internal_value=0 0.0143049 0.0232055 0.032163 0.050396 0.0339117 0.062992 -0.000653638 0.0299226 -0.0011867 -0.0144487 -0.0101461 -0.0442792 -0.000463604 -0.00694123 -0.0162606 -0.0729903 -0.00899538 -0.04019 0.00582208 0.0425141 0.000432144 0.0046989 0.0204797 0.0243916 0.0198715 -0.00549148 0.0354868 0.0628783 0.0397636
internal_weight=0 200 171 144 91 70 41 4377 75 4302 468 448 99 349 313 260 62 236 76 160 50 3834 2034 475 454 433 165 268 134 107
internal_count=4577 200 171 144 91 70 41 4377 75 4302 468 448 99 349 313 260 62 236 76 160 50 3834 2034 475 454 433 165 268 134 107
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=4 11 11 12 11 16 10 22 24 21 21 4 21 22 16 19 12 16 2 19 16 16 20 12 12 20 25 24 19 28
split_gain=3.93774 9.11929 10.757 10.7281 10.2929 9.9922 19.9094 15.0143 8.79771 9.52783 15.4943 9.41392 9.23427 8.17198 11.5571 6.61553 6.2773 18.9222 10.3809 10.4755 12.0178 13.4026 11.2017 18.154 14.6668 9.95259 15.2308 13.691 14.5083 10.2893
threshold=1124.6379988072003 1003.7225040176779 921.62580451428869 2697.1977562065526 875.66703286943914 741.12500000000011 114.85098679668396 -0.18995251770814334 -0.039128984202928645 0.61475455451359873 0.68821515311958947 1202.6470379260684 0.95146386565081442 0.17141236249588934 786.97500000000014 1.0436245396351826 2812.2583769154303 153.25000000000003 1255.9761695727336 0.99586483785544522 264.62500000000006 356.47500000000008 2.6412633408657658 3984.7082052088713 3488.4571819291737 2.2130228369937375 0.0036520347724126084 -0.039128984202928645 0.79665085860839902 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 16 -7 -8 -2 11 -11 -10 -12 14 -9 -15 -1 -18 19 25 -21 -22 23 24 -23 26 27 28 -19 -30
right_child=8 3 -4 -5 -6 6 7 13 9 10 12 -13 -14 15 -16 -17 17 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011669072102872666 0.067663185821416283 0.0011559812860055404 0.050768384583884989 -0.10003934402018787 -0.060071618521008001 0.064360467446967967 -0.11052816160596335 -0.044771517955121548 0.089081260487437253 -0.077588280675740084 0.037969609908759597 0.012077698607433152 -0.037523077150735148 -0.012269695401191712 0.060141772776842121 -0.090908611727797461 -0.077871219223986071 -0.047876941714258422 0.06326210787029643 -0.055595102017888656 0.046836375451663081 0.006583306237927869 -0.069281029128111335 0.080056038297712809 -0.062305486135716952 0.054042945486803856 -0.044876020091275379 0.048535443403894679 0.066504281607922169 -0.02357926368713379
leaf_weight=3432 26 22 41 20 29 20 26 21 20 29 43 77 26 20 21 23 24 42 38 39 57 117 26 25 42 75 39 104 32 21
leaf_count=3432 26 22 41 20 29 20 26 21 20 29 43 77 26 20 21 23 24 42 38 39 57 117 26 25 42 75 39 104 32 21
internal_value=0 -0.000660671 -0.000209209 -0.0470323 -0.000698346 -0.000292638 -0.0274812 -0.0440293 0.0130221 0.00573662 -0.0162548 0.0279547 0.00952309 -0.0236884 0.00768513 -0.0543324 0.000573324 0.00934348 0.0125294 0.00941496 -0.00374191 0.00383215 -0.00784043 0.000841399 -0.0116137 0.0222776 0.0122675 0.0234665 -0.00397746 0.0308108
internal_weight=0 4356 4314 42 4273 4244 131 111 221 195 98 97 69 85 42 43 4113 681 657 619 306 267 210 184 159 313 238 199 95 53
internal_count=4577 4356 4314 42 4273 4244 131 111 221 195 98 97 69 85 42 43 4113 681 657 619 306 267 210 184 159 313 238 199 95 53
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=14 18 4 15 22 3 14 22 23 17 19 15 18 3 14 14 29 14 29 14 17 8 14 14 9 8 13 9 3 3
split_gain=4.95717 10.5728 15.6861 17.0745 12.8612 13.2614 7.86194 7.64027 21.6213 15.7609 10.6939 12.4193 14.8747 9.9893 9.75913 14.9853 19.411 19.2893 17.392 16.0633 15.2298 14.3045 11.0494 12.7094 11.8463 12.5901 12.6234 10.915 18.9646 11.192
threshold=0.41289623487653471 1.0184141531942534 225.36796125122044 1015.7499999999987 -0.25918631879571691 387.80712607536049 0.48569898869720413 -0.11969423729783349 -0.14182208568722651 1.4693114717200915 0.6277430647365948 398.50000000000006 1.1129584356676059 868.78926035249503 0.052743698569742044 0.099161564769028515 170.00000000000003 0.10785889339240269 95.000000000000014 0.083341835066953848 1.2878434100924132 1138.2170814147155 0.17258985116117057 0.19603993773501752 204.29016874541455 483.63738216771441 122.26168755717077 288.31874406338267 250.46507595903998 634.84633143361566
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -6 8 13 -10 -9 12 -12 -1 -13 16 18 -17 20 27 -16 22 24 -24 -19 -26 -27 28 -18 -29
right_child=1 2 3 -5 5 -7 -8 10 9 -11 11 14 -14 -15 15 17 19 21 -20 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.0026198561975149482 -0.009490493018513119 0.084165480935147835 -0.050284672221168884 0.067409985647239587 0.093166529042301355 -0.0042759527807079614 0.010445314496755601 0.067196816237022491 -0.028081368365201344 -0.14347320303320885 -0.11108892388641833 -0.0021406817296715196 -0.015448568166158666 -0.061040653279351612 -0.0019448555049906792 -0.071518044514315468 0.093693327503278856 0.056165655051816754 -0.06939639140058447 0.12798570391993661 0.067402796877153878 0.080501348936619865 -0.067347138142213228 -0.0017523971672441501 -0.06720183136917296 0.058314773612297505 -0.029691587761044504 0.10676361283021314 -0.021860308945178986 0.021072784631892487
leaf_weight=524 179 35 40 47 27 126 20 24 29 20 20 2399 87 31 113 35 20 67 27 24 44 24 32 384 21 39 28 35 49 27
leaf_count=524 179 35 40 47 27 126 20 24 29 20 20 2399 87 31 113 35 20 67 27 24 44 24 32 384 21 39 28 35 49 27
internal_value=0 0.00968251 0.0213163 0.0128558 0.000818055 0.0126337 0.057966 -0.00111857 -0.0115048 -0.0751801 0.000674301 0.000214865 -0.0333253 -0.005883 0.00128042 0.00975021 0.026703 0.000628006 0.0047405 0.0527746 0.0174902 0.00487189 0.00169307 -0.00679815 0.0244824 0.000359923 0.021536 0.0389954 0.0116335 0.0694466
internal_weight=0 474 295 260 213 173 47 4103 604 49 3499 3475 107 555 3368 969 339 630 184 155 157 595 571 416 155 88 67 131 69 62
internal_count=4577 474 295 260 213 173 47 4103 604 49 3499 3475 107 555 3368 969 339 630 184 155 157 595 571 416 155 88 67 131 69 62
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=14 26 16 2 0 12 22 0 0 7 7 18 18 24 22 24 16 2 0 16 23 24 16 24 26 12 26 14 14 14
split_gain=4.0153 12.7158 11.7849 12.0369 10.4024 16.7927 8.3599 7.42394 7.7952 8.02621 8.14193 7.25567 13.7006 9.63043 7.08072 12.5199 24.1 53.5616 37.8036 16.2471 16.2171 19.0243 31.4913 18.0312 18.3579 16.0179 14.5044 13.7685 12.2413 12.1526
threshold=0.41289623487653471 1.0000000180025095e-35 278.20000000000005 845.89207866773711 363.73729392254421 1415.7524353153635 -0.14260518444056344 523.67413702175884 395.49790608056213 358.18897592873935 417.562437757429 1.0099967541016865 1.0278320438497965 0.015327880082314173 0.074858937231658859 0.12030021147555274 328.22500000000008 572.16333131978024 328.74199134199142 188.85000000000002 -0.045776866115370081 0.064172056257910295 180.35000000000005 0.00082441866363776783 6.5000000000000009 525.53451533457803 10.500000000000002 0.2413636699959584 0.026259109161213566 0.056389590295561932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 -3 7 5 -2 -6 8 -4 -10 -11 13 -13 -1 15 20 19 18 -18 25 21 -14 -23 -22 27 -17 28 29 -19 -25
right_child=1 2 3 -5 6 -7 -8 -9 9 10 -12 12 14 -15 -16 16 17 26 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.019976305695516724 -0.012992103367951919 0.071946671258571543 -0.011814958618682189 0.064358181754748028 -0.068525946436842025 0.069091951609071764 -0.010410344075988717 -0.041510767495680244 0.078793784286136981 -0.037267530485987667 0.050890540424734357 -0.065680658625382374 -0.00042917067166210667 0.064810100379022392 0.0026144164146995777 -0.086562322780038378 -0.24966233143582942 -0.039457103911915731 -0.057559490842478613 0.026395044753416665 -0.10385744250737704 -0.042850229497356666 0.080571275576949125 -0.070580375786213317 0.01799584130991946 -0.0067812708652367423 -0.080678081675432625 -0.10784274029731751 0.046332817481090437 0.0057397060441198178
leaf_weight=21 81 43 66 39 38 36 71 31 27 20 22 33 989 37 2315 33 20 29 21 105 26 29 72 34 91 106 24 25 39 54
leaf_count=21 81 43 66 39 38 36 71 31 27 20 22 33 989 37 2315 33 20 29 21 105 26 29 72 34 91 106 24 25 39 54
internal_value=0 0.00871426 0.0243497 0.014366 -0.00844323 0.0122645 -0.0306708 0.0026208 0.0127547 0.0362561 0.00891051 -0.00100672 -0.00151027 0.0341116 -0.000982445 -0.00588918 -0.0219614 -0.0562071 -0.151268 -0.00329464 -0.00129887 0.00379268 0.0451334 -0.0254284 -0.0154325 -0.0257221 -0.0138429 -0.0423527 0.00974594 -0.0237476
internal_weight=0 474 248 205 226 117 109 166 135 69 42 4103 4045 58 4012 1697 377 133 41 244 1320 1090 101 230 204 139 92 113 68 88
internal_count=4577 474 248 205 226 117 109 166 135 69 42 4103 4045 58 4012 1697 377 133 41 244 1320 1090 101 230 204 139 92 113 68 88
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=13 17 13 28 4 14 9 17 4 15 15 13 17 22 22 13 12 12 28 4 9 12 5 11 28 13 9 9 4 13
split_gain=3.60813 19.3549 6.42349 4.29986 12.5564 15.2059 18.8894 14.7125 23.6665 33.7991 13.3063 18.6443 21.5502 16.615 16.1602 21.0276 15.9862 20.3013 15.5338 19.6904 13.7596 15.5217 13.411 13.866 13.1901 16.2581 13.0539 12.5075 12.5063 19.8901
threshold=305.50118906064216 1.3786230592969135 264.16162642915486 5.5000000000000009 181.73755809462725 0.38664756877263307 80.130296759834309 1.7225232788391966 435.62566844919792 608.50000000000011 1278.8499999999997 105.1196741397289 1.2961144170586805 -0.054140234143981669 0.12685132415866568 116.2339044579828 2054.0416116938741 1091.6651414495884 3.5000000000000004 355.35503951403638 246.31278412993714 3753.9892294162582 290.94395506369699 167.74994173789904 1.0000000180025095e-35 151.41296054563608 298.09135361688919 271.39565834386406 208.12810692298868 62.991789868458007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 24 7 -7 10 9 -9 11 16 14 -12 15 -13 17 27 -19 -20 21 22 23 -14 -1 -26 -22 -6 29 -5
right_child=1 -3 -4 28 5 6 -8 8 -10 -11 13 12 20 -15 -16 -17 -18 18 19 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.091530311075241677 -0.07593154859158302 0.050246857972815633 0.040706649518165834 -0.04607840101234615 -0.00093431538463953671 0.10747025513400635 0.019244274192152355 0.02609817216342146 0.032890069864295199 -0.12965067790478077 -0.071952935067169807 0.11426059619313288 0.080191391280719226 -0.00028530205949559229 0.12425255244880012 0.017076174965529125 0.044136582240462303 -0.011366274389193248 -0.018384931771003681 -0.14786603413522245 -0.099017986059188851 -0.037241849647118498 0.11566959791209386 -0.03219873458147049 0.0060321209120443309 -0.067519298606576059 0.013867482738125892 0.057842901753990553 -0.0054429169463800393 0.022763975732410846
leaf_weight=23 31 20 39 48 170 30 127 22 33 38 34 31 21 666 33 79 75 76 23 24 20 26 23 23 131 39 21 46 2271 334
leaf_count=23 31 20 39 48 170 30 127 22 33 38 34 31 21 666 33 79 75 76 23 24 20 26 23 23 131 39 21 46 2271 334
internal_value=0 -0.0264498 0.000298043 -5.318e-05 0.00367003 0.00650767 0.0361027 0.00337665 -0.0351311 -0.0725428 0.00595122 0.0157953 0.0358767 -0.0037663 0.0628771 0.0444645 0.0023592 -0.00688358 -0.0393128 -0.0845029 0.00706282 0.0283394 0.0537888 0.021442 -0.0204572 -0.0108414 -0.0411986 0.0115831 -0.00262701 0.0141136
internal_weight=0 51 4526 4487 1834 1641 157 1484 93 60 1391 691 277 700 143 110 414 339 123 47 134 93 67 44 193 170 41 216 2653 382
internal_count=4577 51 4526 4487 1834 1641 157 1484 93 60 1391 691 277 700 143 110 414 339 123 47 134 93 67 44 193 170 41 216 2653 382
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=26 13 12 9 28 13 18 12 13 12 11 13 28 28 21 5 12 11 11 25 14 2 2 9 14 19 23 26 12 13
split_gain=4.19151 12.9329 12.521 32.0473 34.0218 13.3804 20.8381 14.7576 24.8627 15.8662 38.7627 16.2805 14.4402 11.8675 11.724 14.1442 11.0924 10.9232 15.0546 10.4887 13.9035 10.1219 10.048 9.18926 10.0568 8.43085 10.2857 8.30623 15.3403 8.92273
threshold=6.5000000000000009 305.50118906064216 1154.1004959598367 298.09135361688919 4.5000000000000009 72.001286734185626 1.3268754248335484 1935.2425820294816 127.44127421957613 2540.0653730489662 654.41093259828551 264.16162642915486 3.5000000000000004 7.5000000000000009 1.2913457164497404 290.94395506369699 1632.8257850668281 542.94162773070286 169.25229885057476 0.028077679766728165 0.2413636699959584 292.94628099276065 359.96434792110057 163.82294484961139 0.29380602821284801 1.2043434724605204 -0.26397321524290362 3.5000000000000004 525.53451533457803 151.41296054563608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 14 -5 6 -4 8 16 10 12 21 -9 -14 15 23 19 18 -10 20 -7 -11 -23 24 -2 26 -24 29 -29 -1
right_child=2 -3 5 4 -6 7 -8 9 17 11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021477218990437101 0.067333083255932888 -0.074395061335103083 0.0057488449193813188 -0.18553616441786291 -0.034860639432643323 0.067056434388671607 -0.127069419427287 -0.068753011066180023 0.11258506084792318 -0.064608875662088394 -0.16251621451228859 0.08660081132230435 0.062541079841554173 -0.014052532851489542 -0.068086937242852794 0.081480980873069112 0.035619565768767215 0.10611110952767461 0.012191316131818092 -0.04034283467556668 -0.026341969273178969 0.051384058962331003 -0.064165460022872892 -0.039204523198506133 -0.022434914112091066 0.030702124850691431 -0.0027618283148773989 0.09227956776385722 0.0092897592130916345 -0.015498478423540359
leaf_weight=2093 26 22 27 22 47 28 21 39 20 24 20 22 25 106 21 24 59 33 59 79 37 38 29 42 24 70 460 23 705 332
leaf_count=2093 26 22 27 22 47 28 21 39 20 24 20 22 25 106 21 24 59 33 59 79 37 38 29 42 24 70 460 23 705 332
internal_value=0 0.00201093 -0.004554 -0.0273247 -0.0829021 -0.000631949 -0.0523591 0.00153086 0.0199684 -0.00544133 -0.0308302 0.00206082 -0.0153377 0.000564569 0.000666789 0.0131136 -0.000899519 0.0577916 0.0376075 -0.0158622 0.0138912 -0.000934154 0.00162563 -0.00472139 0.0242444 -0.00175687 -0.00640335 0.00254405 0.0119117 -0.00026817
internal_weight=0 3175 1402 206 69 1196 48 1148 315 833 190 643 170 131 137 116 203 112 79 144 65 621 597 92 50 559 489 3153 728 2425
internal_count=4577 3175 1402 206 69 1196 48 1148 315 833 190 643 170 131 137 116 203 112 79 144 65 621 597 92 50 559 489 3153 728 2425
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=26 26 18 28 4 10 18 11 4 27 2 26 0 23 23 2 23 14 28 14 28 25 0 2 10 0 9 24 16 21
split_gain=3.69482 11.3341 19.4556 11.6409 22.226 21.2244 9.16059 10.5903 16.618 15.4309 13.5905 12.9156 11.9377 10.7535 25.7339 11.1356 16.1772 13.4003 23.9809 8.92614 7.93473 8.34558 9.77951 26.0095 8.23124 8.52754 7.89111 7.65155 8.02799 12.219
threshold=7.5000000000000009 8.5000000000000018 1.4171796051772183 1.0000000180025095e-35 413.95795878925657 330.98004777423904 1.0184141531942534 604.71177139219799 772.05563210693742 5.5000000000000009 987.92883272472807 11.500000000000002 936.51652527394856 -0.16872954752586791 -0.18076469969676476 732.96508934325414 0.14065638555389395 0.01320370927064291 4.5000000000000009 0.16031705518822967 19.500000000000004 -0.064553057459296001 272.31108095884218 359.96434792110057 193.7212800442758 503.02582111134069 162.60489364280957 0.5400484421439008 539.05000000000007 0.56438486752935468
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 -3 -6 -5 13 9 -9 11 -10 -12 14 19 17 -17 18 -15 -8 21 -19 23 -23 -24 -26 -2 -18 -29 -30
right_child=1 3 -4 6 5 -7 7 8 10 -11 12 -13 -14 15 -16 16 27 20 -20 -21 -22 22 24 -25 25 -27 -28 28 29 -31
leaf_value=0.0016143399265514367 0.031963723589634077 -0.11341564935058929 -0.10871672124530261 0.061993399754166602 0.064850915148854257 -0.069823517963628887 0.041742630637293734 -0.015687503890200918 -0.019876530660050257 -0.12267354967502447 -0.06196457833132666 0.070142616724243032 0.025036569871008399 0.028841171176596122 -0.12088343050330877 0.11310317834596272 -0.034588036593049765 -0.031320298424568675 -0.11570108941135307 -0.013213019391619847 -0.032371824671115199 0.047853059168247614 0.061422712092753497 -0.088114259019494059 0.042148442626804922 -0.035391024224784066 -0.026845810939253215 0.050483071782467207 -0.060193062573671345 0.045640521155049407
leaf_weight=3460 29 26 26 25 25 22 38 28 28 26 46 37 24 22 20 23 20 29 24 133 35 34 80 24 37 23 107 82 20 24
leaf_count=3460 29 26 26 25 25 22 38 28 28 26 46 37 24 22 20 23 20 29 24 133 35 34 80 24 37 23 107 82 20 24
internal_value=0 -0.00500055 -0.029458 -0.000851757 -0.0392281 0.00181182 0.00232452 0.000583884 -0.0203149 -0.0671993 -0.00156118 0.0313651 -0.0321356 0.00649687 -0.0135538 0.0145256 0.0351523 0.00320765 -0.0465722 -0.00100065 0.0119476 0.018781 0.0261191 -0.00840928 0.0404237 0.012425 -0.0143055 0.0228723 0.031993 -0.00246565
internal_weight=0 1117 162 955 73 47 882 857 189 54 135 65 70 668 191 477 169 308 46 171 262 227 198 58 140 60 136 146 126 44
internal_count=4577 1117 162 955 73 47 882 857 189 54 135 65 70 668 191 477 169 308 46 171 262 227 198 58 140 60 136 146 126 44
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=4 19 4 6 24 10 12 6 16 10 22 13 26 11 4 6 10 19 10 1 10 3 0 15 7 13 13 7 17 22
split_gain=3.92894 8.51753 7.7929 7.75812 6.23954 8.43714 6.82226 5.73566 7.07 17.6846 10.8337 9.1624 8.26641 5.756 28.8496 28.6267 14.9042 19.824 14.7604 8.41565 30.0088 17.5458 18.7431 21.532 14.8013 17.4752 14.4862 14.3653 13.14 12.594
threshold=1124.6379988072003 1.0927552484264831 1220.8389009263158 1123.0765205673879 0.2017483267860338 158.17117735051002 2062.1775029916239 1021.8912391009695 733.90000000000009 105.48060016104789 -0.26762974459402961 154.59276568075924 5.5000000000000009 608.33179967893591 645.41725462228476 690.13750475712959 407.21490214136583 0.99036216250624476 418.03187452326478 914.57294341300542 155.36955507714393 833.55225859182758 353.10861151427196 2266.9999999999973 1508.1726296418099 119.80714004152711 142.97759532644437 1567.6349887038743 0.9221444585790467 0.28073240264511767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 -6 -4 8 13 -10 -11 12 -12 18 15 -15 -16 -18 19 21 -21 24 29 28 -1 27 -22 -26 -24 -23
right_child=1 2 4 -5 5 -7 -8 -9 9 10 11 -13 -14 14 16 -17 17 -19 -20 20 26 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00029597995127746742 0.051832459593812635 0.041880787657573824 0.034181024751666449 -0.052209927048534159 0.00058461815394737109 -0.082841569490053446 -0.021917688153775001 0.042545299916978807 0.064496347769385287 -0.10204745229333639 -0.012348947459426912 0.018863863117892194 -0.07537607178092004 -0.016604875364611228 0.083604947775602345 -0.16384904684255952 -0.092603331400702399 0.0026461076098265222 0.038452937466522251 -0.0061728878519292808 0.058191911778979102 -0.13505352226936299 0.056720504478404404 -0.058210483596970647 0.073884995542466636 0.11543178278952837 -0.015078576609040752 -0.038843837258620909 -0.0088145622924254968 -0.031500913140674429
leaf_weight=2799 45 40 46 29 27 22 41 31 21 20 46 37 38 31 20 23 24 244 104 318 148 23 38 78 20 24 33 26 157 24
leaf_count=2799 45 40 46 29 27 22 41 31 21 20 46 37 38 31 20 23 24 244 104 318 148 23 38 78 20 24 33 26 157 24
internal_value=0 0.0130075 0.0030807 -0.000659932 -0.00833109 -0.036872 0.0077437 -0.000314439 -0.000623715 -0.0211167 -0.0338676 -0.0225982 -0.0408612 0.000179348 -0.0122456 -0.07932 0.000330796 -0.00588369 0.00129996 0.000252258 0.0123283 -0.00163735 -0.0238474 -0.0138056 0.000839901 0.0462589 0.0448332 0.0101687 0.00395637 -0.0821756
internal_weight=0 221 176 4356 136 49 87 4327 4296 162 141 121 84 4134 342 54 288 268 3792 3688 499 3189 320 273 2869 70 181 46 195 47
internal_count=4577 221 176 4356 136 49 87 4327 4296 162 141 121 84 4134 342 54 288 268 3792 3688 499 3189 320 273 2869 70 181 46 195 47
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=15 1 0 14 2 15 17 15 6 28 28 13 14 12 12 28 25 28 0 0 2 10 11 12 28 28 25 25 4 0
split_gain=3.89309 11.3996 14.131 10.1059 9.71806 7.7923 10.6155 8.20462 11.935 8.84581 7.78239 11.1306 7.75094 7.25952 8.06217 13.121 8.95932 6.88003 9.30521 9.92379 6.03636 5.69366 5.28655 5.232 4.90075 15.4944 15.4078 23.2018 15.4572 19.6966
threshold=2650.1499999999992 1100.5156757818756 706.60015018446586 0.0085363851738981741 1301.6291525710633 2878.9499999999975 0.92674716604464225 2836.0999999999999 496.64128293377649 8.5000000000000018 5.5000000000000009 91.975548460228211 0.0032596796264992354 3608.4835951668788 1977.5843829222197 11.500000000000002 0.77366436604029665 28.500000000000004 463.54697712418306 303.4176600235923 1266.456400008014 213.84911520516235 156.84243966608204 2727.6694158941132 5.5000000000000009 2.5000000000000004 0.029412442235545785 0.052048332886130297 212.8694704855665 397.81363061984581
decision_type=2 2 2 2 2 2 2 2 2 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 5 17 7 21 8 9 -2 11 -4 -10 14 16 23 -8 20 19 -19 24 -7 -18 -16 25 26 -1 -28 -29 -30
right_child=3 2 10 -5 -6 6 13 -9 12 -11 -12 -13 -14 -15 15 -17 22 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.011078788534806254 0.086965227710164128 -0.10278452533212575 -0.0038718319641282925 0.067172970908827012 0.053265966554446258 0.075017533317970286 0.033742757279054951 0.067775623048796793 -0.076323350444436083 0.0094828497254993861 0.0062421475098851853 -0.10310049384832383 0.011716077340533957 0.042792944461107256 -0.10680716493381903 6.1530540032046183e-05 -0.001668912742067786 0.055955998338758951 0.073900536335362449 -0.036272571601771879 -0.046462053266064875 0.005264489725232125 -0.063744394222031472 -0.043367320786301906 -0.0037338496835693808 0.0141691974457134 -0.094468079222632312 -0.040244949314600001 0.024507236567458939 -0.020583800901122357
leaf_weight=352 23 22 26 28 34 22 43 33 20 41 68 20 20 20 26 42 34 20 29 28 29 25 23 26 2223 743 35 130 175 217
leaf_count=352 23 22 26 28 34 22 43 33 20 41 68 20 20 20 26 42 34 20 29 28 29 25 23 26 2223 743 35 130 175 217
internal_value=0 -0.000934298 -0.0294079 0.00910392 3.01872e-05 0.00501866 -0.00511885 0.0243317 0.0105467 0.0373281 -0.0152475 -0.0470147 -0.0323036 -0.0145702 -0.0204839 -0.0415101 -0.000719255 -0.000424477 0.0291767 0.002156 -0.00100831 0.0379149 -0.0267169 -0.0750872 -0.000668141 0.00345721 -0.00529858 -0.0156484 -0.0103635 -0.000453873
internal_weight=0 4151 136 426 4015 398 261 137 104 64 114 46 40 214 194 94 100 3981 77 48 3904 47 57 52 3875 1652 909 557 522 392
internal_count=4577 4151 136 426 4015 398 261 137 104 64 114 46 40 214 194 94 100 3981 77 48 3904 47 57 52 3875 1652 909 557 522 392
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=2 1 1 28 26 29 3 3 2 2 23 15 0 2 7 7 28 9 22 5 24 7 24 24 25 0 3 3 26 15
split_gain=3.48602 7.71679 11.5074 20.6331 17.18 12.8665 15.8104 11.7389 14.3187 25.9744 19.9911 12.7634 12.7041 12.8803 12.8118 13.0822 11.4626 11.2661 11.1931 10.6787 15.6984 10.3068 14.8193 9.05757 16.2948 9.04061 18.5599 15.6695 23.4702 9.29438
threshold=1477.8975429164311 1082.7350638307273 920.39393384728044 1.5000000000000002 6.5000000000000009 85.000000000000014 1284.8848099600352 833.55225859182758 801.97233505495763 792.16827558203647 0.018158232719426137 1538.4500000000003 353.10861151427196 882.31528201141248 1534.4800030557396 1395.3475898628064 4.5000000000000009 193.33121252141635 0.28242013331306454 431.98407652543602 0.303841054288495 1524.5189944691595 0.74118568006624919 0.57638677146299278 0.69672144657333945 912.26503759398508 1284.8848099600352 1341.4079920338932 1.0000000180025095e-35 2650.1499999999992
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 6 23 8 9 21 -10 -12 18 -14 15 -15 -7 -3 -9 -13 -21 -1 -23 -5 -25 26 -19 -28 -29 -27
right_child=-2 17 3 5 -6 16 -8 12 10 -11 11 19 13 14 -16 -17 -18 25 -20 20 -22 22 -24 24 -26 29 27 28 -30 -31
leaf_value=-0.0006105397479633602 0.012648354952734038 0.031102999168016562 0.0093676919310257366 -0.018905087953640355 -0.10782115198036826 0.10094840154051782 -0.058393214847892533 -0.10254560033309049 -0.0011113942654274807 -0.090373976587216021 0.1268040977511555 0.069817466555901306 0.029993614280182459 -0.016552108327049193 -0.00089496082631133813 -0.070473039533887338 0.03381819276649866 -0.10922942077741027 -0.012186704533031355 0.064982839233495973 -0.051964372660343851 0.11180022150278091 0.0033187454456792159 0.11975323785096409 0.01594770281846004 -0.02493105547464624 0.049833443419386947 0.037470299557403282 -0.073450614506235495 0.046495646045639605
leaf_weight=2800 208 41 29 36 22 32 30 29 148 32 20 53 72 137 264 67 124 31 26 22 24 20 34 20 62 49 24 27 65 29
leaf_count=2800 208 41 29 36 22 32 30 29 148 32 20 53 72 137 264 67 124 31 26 22 24 20 34 20 62 49 24 27 65 29
internal_value=0 -0.000602165 0.000467918 0.0176756 -0.0411844 0.0275502 0.00642867 -0.00116195 0.00126919 -0.000780539 0.0234247 0.0539402 -0.0140449 -0.0093816 -0.0154393 -0.0342614 0.0475885 -0.017108 -0.0598305 0.0392202 0.0039669 0.000224012 0.0434971 0.0229088 0.0412661 -0.0258931 -0.0404946 -0.0221258 -0.0408977 0.00162503
internal_weight=0 4369 4103 355 51 304 148 3748 3153 2886 267 119 595 540 468 204 156 266 55 99 46 2854 54 118 82 225 147 116 92 78
internal_count=4577 4369 4103 355 51 304 148 3748 3153 2886 267 119 595 540 468 204 156 266 55 99 46 2854 54 118 82 225 147 116 92 78
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=4 11 12 19 4 11 26 11 16 12 12 26 18 18 18 14 12 14 18 16 18 10 7 7 20 24 7 14 22 19
split_gain=3.94261 7.43203 7.89987 6.91567 6.74033 6.31574 11.8792 8.28753 6.32385 12.1029 10.3147 15.9626 10.147 5.29817 6.58663 4.6401 9.88332 7.77542 15.5862 19.2827 13.525 13.7487 9.31885 20.8122 14.8127 13.3147 16.7643 10.4812 10.3623 9.1258
threshold=1124.6379988072003 1003.7225040176779 2697.1977562065526 1.0927552484264831 1168.3678542383611 921.62580451428869 19.500000000000004 875.66703286943914 741.12500000000011 2589.9839056721808 1799.1190476190479 1.0000000180025095e-35 1.2736641797942221 1.3762061572026643 1.2736641797942221 4.7475208353788495e-05 2665.0452742894918 0.00031161795181965666 1.1604824068188644 588.85000000000014 1.6415472159200581 265.96461413549065 1524.5189944691595 1439.1395218990986 2.6623473099567638 0.57638677146299278 1567.6349887038743 0.0075534175418339429 0.15760402177311669 1.1832861177460234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 7 -7 8 15 10 11 -10 -13 14 -6 16 -1 18 19 -17 21 -20 23 -19 -25 28 -27 29 -24 -28
right_child=3 2 -4 4 13 6 -8 -9 9 -11 -12 12 -14 -15 -16 17 -18 22 20 -21 -22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=0.031641475438514609 0.048014273022611936 -0.0011723034083843233 -0.088009969610720884 0.057252141194684171 0.0024666842853499427 0.091337667902310696 -0.016348602473735811 -0.053904700561844071 0.040744293989105659 -0.076485697011793821 0.038797215904508325 -0.10928266681730747 -0.011890234798192978 0.026247248459946027 -0.049207826576909884 0.090180274272530253 -0.041952624773098662 0.000546146015275393 -0.024544492261067256 -0.0065930532737517025 0.036925734669873214 -0.10856840149942965 0.061377520477399229 -0.10763121679425242 -0.015162734809990336 0.10713140141839783 0.0495235290620476 -0.044620239313529889 -0.014695678941758447 0.01106056291783541
leaf_weight=107 45 22 20 21 74 21 20 29 22 31 35 23 20 44 37 29 22 2992 268 71 33 21 20 30 41 24 100 23 171 161
leaf_count=107 45 22 20 21 74 21 20 29 22 31 35 23 20 44 37 29 22 2992 268 71 33 21 20 30 41 24 100 23 171 161
internal_value=0 -0.000661079 -0.0425236 0.0130301 0.00408533 -0.000253517 0.0388078 -0.000628315 -0.000264268 -0.0218938 -0.00497029 -0.0285374 -0.0639839 -0.00311791 -0.0147582 0.000424637 0.0190905 -0.000179756 -0.0130147 0.0214712 -0.0237246 -0.03065 0.00134083 -0.00072365 -0.0542339 0.0140132 0.0268766 0.0200945 -0.0067299 0.0257973
internal_weight=0 4356 42 221 176 4314 41 4273 4244 131 100 65 43 155 111 4113 129 3984 422 100 322 289 3562 3063 71 499 308 284 191 261
internal_count=4577 4356 42 221 176 4314 41 4273 4244 131 100 65 43 155 111 4113 129 3984 422 100 322 289 3562 3063 71 499 308 284 191 261
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=13 29 11 12 9 4 18 14 8 13 24 9 13 18 26 3 25 13 13 13 9 4 12 4 13 12 13 18 3 3
split_gain=3.36311 8.69056 3.61936 10.6781 9.95436 6.98027 5.51709 7.12193 16.6174 15.237 13.3075 12.0254 12.0713 9.5639 9.42339 9.13935 7.41642 6.87273 13.532 12.3924 18.7027 8.98561 7.21965 16.0385 30.8899 12.9356 21.4 23.0871 15.7288 14.5564
threshold=58.966223833004221 75.500000000000014 46.110628618693141 639.10145193248923 271.39565834386406 73.446614583333357 0.77195739626221638 0.4280217625722969 167.04528380690263 77.815855026609356 0.013457518241563743 86.952135540343889 68.005625606207573 1.5032965481299201 7.5000000000000009 139.51275324325346 0.022506984568975843 199.08450771281665 197.28189319432644 203.97659231619505 198.38607270865339 982.77836763636083 2883.1088327283128 820.12047266020238 112.06379593914069 1874.1823545990121 114.65531848791711 1.0903906527518894 175.97934804873969 250.46507595903998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -7 8 9 -8 -9 12 -10 -11 -14 -13 -12 18 22 20 -19 -21 25 -24 -25 28 29 -28 -17 -27
right_child=2 -3 5 4 -6 6 7 10 11 13 16 15 14 -15 -16 17 -18 19 -20 21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.060147284623235465 -0.016079812580529523 0.010583101958036424 -0.059049135856330398 0.088856482724177427 0.0066940795381863916 -0.037280811365240085 -0.0060112370831238758 0.006568485109426943 -0.015533080145164772 -0.12397064602245456 0.10634791730818423 -0.056210633881133176 0.11477314071810765 -0.040960048145747614 0.02969520395000776 0.080361465414842737 0.025965870109697184 0.0043503756821155551 0.067283245461482205 -0.012731648632754809 -0.13076970314695721 0.039193354527416985 0.021179758450401424 -0.11759837209605253 0.011370794462183347 -0.049106442764401438 -0.11551155341168245 -0.02330011065440396 0.0021024058955859547 0.0080757936469928408
leaf_weight=32 49 38 20 29 30 39 77 294 27 23 22 29 23 35 30 26 24 20 31 271 21 38 387 26 65 50 30 286 2099 406
leaf_count=32 49 38 20 29 30 39 77 294 27 23 22 29 23 35 30 26 24 20 31 271 21 38 387 26 65 50 30 286 2099 406
internal_value=0 -0.0217508 0.00033782 0.0184236 0.047079 -0.000106205 0.000163003 0.000499479 -0.000681557 -0.0351688 0.014394 0.000523043 0.0388906 -0.073878 0.0666158 -0.000287895 0.0644095 0.000143883 0.00151512 -0.0132002 -0.0648575 -0.00634605 0.000911031 0.0122973 -0.0254775 -0.000967684 -0.0120541 -0.0320544 0.00305993 0.00180581
internal_weight=0 70 4507 108 59 4399 4379 4340 4000 135 340 3865 80 58 53 3785 46 3756 3406 350 41 309 3375 478 91 2897 772 316 2125 456
internal_count=4577 70 4507 108 59 4399 4379 4340 4000 135 340 3865 80 58 53 3785 46 3756 3406 350 41 309 3375 478 91 2897 772 316 2125 456
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=20 3 20 20 4 16 16 16 16 27 3 2 3 4 3 9 16 5 4 9 21 18 18 6 16 9 2 11 11 12
split_gain=3.18247 13.9079 9.21298 12.2951 9.49103 9.99864 6.99273 20.7923 14.4109 5.87956 4.57146 4.41947 15.5159 17.9106 17.9101 24.6738 22.2462 15.459 15.764 28.3489 14.3181 16.8935 12.6093 25.7436 17.9728 12.2502 10.4194 13.4637 17.3251 13.1012
threshold=4.5839171984375469 456.50148828252162 4.009933363845672 4.0896700728144575 278.67363796133571 177.12500000000003 118.95000000000002 168.22500000000002 84.050000000000026 9.5000000000000018 510.26245798425299 492.70783049529564 441.67317089421869 462.07286384362652 405.74258562372933 207.53425306656504 301.10000000000008 129.10612712881661 415.20187852071336 136.84357185697004 1.0078015304801611 1.2376407773687308 1.3268754248335484 164.40092786995379 116.05000000000003 176.49369747899161 854.41054122510457 291.52979939351536 329.21586081024481 2182.8696411082778
decision_type=2 2 2 2 2 2 2 2 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 11 -4 5 9 8 -8 -2 -5 -6 -1 13 14 17 -16 -17 -13 20 -20 21 -19 24 -24 -14 -22 27 -25 -29 -28
right_child=1 -3 3 4 10 -7 7 -9 -10 -11 -12 12 22 -15 15 16 -18 18 19 -21 25 -23 23 26 -26 -27 29 28 -30 -31
leaf_value=0.00539466637947389 -0.018793896762654187 0.072771734814159578 -0.077090430413098904 0.018900118611583656 0.04574101574323846 -0.084209727492183459 -0.090877204474348286 0.044744355288567024 0.076837497806319821 -0.046963495024196479 -0.013108195753937419 -0.10435234270989896 -0.073877121367092652 0.010381843234816163 0.0085002029225939805 -0.051477410999082387 -0.19703434305709033 0.018296845516432885 -0.15420433434192093 -0.00050309399763743092 0.0055311436185015821 -0.066949128591396068 -0.082709961770861248 0.0074534641761008812 -0.0015367110421783527 0.089334437938836914 0.013920337562100031 0.10873179597514016 0.031660143564056074 -0.038692931773801967
leaf_weight=1264 40 32 34 33 33 25 26 20 26 23 22 20 35 143 21 21 21 46 20 30 53 47 27 184 1833 26 200 35 175 62
leaf_count=1264 40 32 34 33 33 25 26 20 26 23 22 20 35 143 21 21 21 46 20 30 53 47 27 184 1833 26 200 35 175 62
internal_value=0 0.0146305 -0.000475253 -0.0233041 -0.00985755 -0.0316259 -0.00198126 -0.0319113 0.0188791 -0.00815101 0.0222013 0.000435118 -0.0016552 -0.0188191 -0.0325101 -0.0800039 -0.124256 -0.020146 -0.0125599 -0.0619836 0.00180751 -0.0247845 0.00135908 0.0129861 -0.00289213 0.033112 0.0169248 0.027202 0.0445054 0.00146987
internal_weight=0 144 4433 170 136 81 112 46 66 56 55 4263 2999 448 305 63 42 242 222 50 172 93 2551 683 1868 79 656 394 210 262
internal_count=4577 144 4433 170 136 81 112 46 66 56 55 4263 2999 448 305 63 42 242 222 50 172 93 2551 683 1868 79 656 394 210 262
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=0 13 0 0 16 0 8 4 13 27 8 0 13 4 0 10 24 28 0 5 7 5 5 4 15 6 5 10 27 4
split_gain=3.28379 5.34827 15.332 31.5476 12.9088 12.1571 11.9979 8.58489 7.4885 14.8475 9.9271 8.5351 6.8954 19.0126 11.5218 13.9279 7.20207 12.4047 6.43884 6.36971 12.5694 12.0821 12.8456 25.4949 27.5319 10.6065 16.2612 9.17716 8.03994 7.55402
threshold=93.68155412263151 62.991789868458007 246.80151515151519 186.63949325894936 138.62500000000003 353.10861151427196 881.93772121875588 402.67732725095078 64.172984457813357 8.5000000000000018 943.44564102564107 507.83151644263347 65.593913085909264 195.3725685305258 112.99400684931508 104.50280898876406 0.73781298327204914 23.500000000000004 325.25876800121642 74.185422027889771 89.300618356555319 90.577301705654435 121.25561233300893 217.7781072076252 719.50000000000011 116.07309785912069 112.48794414794401 47.343686080899836 1.5000000000000002 73.446614583333357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 -7 9 10 -3 -12 13 -10 15 -14 18 -18 -15 29 -21 -22 23 25 -25 -23 -27 -24 -29 -16
right_child=1 8 5 -5 6 7 -8 -9 12 -11 11 -13 14 16 19 -17 17 -19 -20 20 21 22 27 24 -26 26 -28 28 -30 -31
leaf_value=0.013162569012646411 0.053521588677540421 0.049965195656321681 0.056884712242596863 -0.12588006565347315 0.012245502112352331 -0.050892337222830979 -0.092299851988043108 0.028226662396142882 0.034252597416440649 0.092339886180483388 -0.074184602480381723 0.016076903680170125 -0.080485732772865817 -0.10093503309921786 -0.0048503385579332396 0.021478141054865861 -0.0051816979939363498 -0.084899696383787249 -0.034922913933793702 -0.060799386916738564 0.07507886188951407 -0.040975462440401317 0.05895955840824172 -0.011305160559713841 -0.17524541733520371 0.084701924634954115 -0.021768281143158676 0.051367929374100646 0.0010084204306140695 0.04849386280537251
leaf_weight=182 24 28 37 32 23 32 21 24 60 26 20 22 37 22 47 21 129 23 45 33 22 40 28 20 21 26 32 32 3407 61
leaf_count=182 24 28 37 32 23 32 21 24 60 26 20 22 37 22 47 21 129 23 45 33 22 40 28 20 21 26 32 32 3407 61
internal_value=0 -0.000545071 -0.0168221 -0.0440029 -0.00547253 0.0124045 -0.0376511 -0.0169842 0.000202543 0.0278111 0.00384322 -0.0269048 -0.000442955 -0.0156204 0.000663523 -0.0435678 -0.0292842 -0.0172443 -0.0565985 0.00134419 0.000638097 0.00119693 0.000746178 -0.0290619 -0.0952746 -0.00136075 0.0259597 0.00194125 0.00147702 0.0252793
internal_weight=0 4395 193 100 68 93 44 56 4202 96 70 42 4106 279 3827 58 219 152 67 3769 3661 3628 3606 139 41 98 58 3467 3439 108
internal_count=4577 4395 193 100 68 93 44 56 4202 96 70 42 4106 279 3827 58 219 152 67 3769 3661 3628 3606 139 41 98 58 3467 3439 108
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=8 7 17 14 16 7 13 15 13 15 15 5 20 27 18 11 5 20 13 14 0 0 18 14 16 8 23 16 15 8
split_gain=3.25831 22.5572 21.8668 20.1392 19.3708 16.5873 15.0342 11.8505 15.3699 15.072 10.3236 9.84956 10.2553 9.03759 10.8913 8.32103 25.5477 35.8789 20.264 11.0902 10.5068 20.3589 9.7481 12.6565 10.5305 9.97652 8.90343 19.864 13.7599 9.47218
threshold=791.15152195988389 742.22724086653773 1.211184911534662 0.0055582850722358315 294.10000000000008 434.35922814952636 141.71554994058121 1216.5000000000002 77.158915543498736 1365.1999999999998 1126.05 508.6095652016723 2.3139019700278634 11.500000000000002 1.5984027910634484 171.69871794871798 200.71840729302787 1.7136237520353135 70.845521901916058 0.036823319452706733 476.47545008183312 399.76785714285717 1.3549463988346175 0.13896228570846667 170.05000000000004 173.83847517279131 -0.24830455944615926 325.10000000000008 416.50000000000006 307.67501888899841
decision_type=2 2 2 2 2 2 2 2 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 7 -1 5 -4 10 11 -9 -10 -6 12 -2 -3 -15 20 17 -17 -19 -20 21 22 23 -5 25 -25 29 28 -28 -24
right_child=1 13 4 15 6 -7 -8 8 9 -11 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.093907362579678508 0.0038133470031122365 -0.0022034507083801241 0.10224515745151924 0.048426738298889674 -0.044857785381652693 -0.019451601448513212 -0.097233561012479999 0.10013102814555169 -0.057179701786774853 0.033747430903776014 0.048627829196907224 0.13637687083333733 0.084451121533208565 0.095632604828902665 -0.0050495628944852138 -0.17127537084743383 -0.0019088370818553455 -0.10194011865942568 -0.059259793806821108 0.019457697010939086 0.07655030119986761 -0.083863553335890184 0.0017659042596774685 0.00058964541919219004 0.033837434571282368 -0.075502044530141921 -0.038850832412329811 -0.11328466288745404 0.021588109632588545 0.059421160663751998
leaf_weight=24 24 2046 24 110 27 21 27 22 26 61 21 20 46 21 22 20 1275 27 25 63 21 25 176 96 81 21 72 20 79 34
leaf_count=24 24 2046 24 110 27 21 27 22 26 61 21 20 46 21 22 20 1275 27 25 63 21 25 176 96 81 21 72 20 79 34
internal_value=0 0.00253225 0.0273001 -0.00281128 -0.00641568 0.0454533 -0.0375371 0.0476312 0.0254569 0.00657381 -0.00395783 0.0744868 0.0568039 -0.00124991 0.0441208 -0.00179202 -0.00628888 -0.0476559 -0.0261569 -0.00290523 0.0068346 0.00478414 0.00800067 0.02123 0.00612068 -0.0130678 -0.00269389 -0.0196345 -0.00723046 0.0111006
internal_weight=0 2408 319 2169 120 45 75 199 109 87 48 90 70 2089 43 2145 1410 135 115 88 735 714 689 308 198 117 381 171 151 210
internal_count=4577 2408 319 2169 120 45 75 199 109 87 48 90 70 2089 43 2145 1410 135 115 88 735 714 689 308 198 117 381 171 151 210
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=28 21 3 0 29 21 16 28 4 28 8 16 0 24 22 21 17 16 8 8 17 9 26 11 17 17 6 8 22 28
split_gain=3.05627 5.06671 8.97207 4.14145 9.39924 6.67781 6.19968 4.34259 11.1735 10.5836 9.42645 8.99046 12.3936 14.8218 11.6055 15.5948 17.2668 10.212 9.99492 9.16629 14.519 10.4053 9.70865 8.73925 15.9858 20.2625 12.0292 13.6016 11.5133 10.107
threshold=28.500000000000004 0.46865859278429695 616.92266692843793 1158.4474576271189 110.00000000000001 0.42269484119623768 597.87500000000011 5.5000000000000009 181.73755809462725 1.0000000180025095e-35 110.13187680765598 128.67500000000004 437.04089019864057 0.29546329759968698 0.3813332991770379 0.42801303818443132 0.84555425511838689 151.95000000000002 1732.3809523809525 362.04231268922814 1.6453865583735789 178.03524476312757 18.500000000000004 161.10432421284204 1.3992253841748745 1.5697403931385303 216.23636101565225 344.08575061307255 -0.10986033214187514 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 -6 -5 8 9 -1 -10 12 13 -9 19 -16 17 -17 -18 23 22 -22 -21 -13 26 29 -25 -28 -27 -26
right_child=1 2 -4 4 5 -7 -8 11 10 -11 -12 14 -14 -15 15 16 18 -19 -20 20 21 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=-0.085325167844579983 -0.019238329554597536 -0.0040456260953630717 0.067556726730295599 -0.051007538726148396 0.089704308794303383 0.019773518356184166 0.020266633824660228 -0.0065733022812643266 0.060084011069228574 -0.011589218810553381 0.0044184321986909837 0.00023074771410652568 -0.052352369457483297 0.045029219070584665 -0.1159607664309442 -0.017650910254035677 -0.034992095753550528 -0.10468446545374509 0.054597093639048667 -0.0040441154153709625 0.0088142807181510654 0.087851819029498499 0.030135406860658395 -0.080409181746654221 -0.12888728268444538 0.029185652059893454 0.013836193770122946 -0.072764284997468898 -0.061048093151587705 -0.04706542520568921
leaf_weight=22 27 35 35 23 22 36 26 101 31 169 1629 203 25 124 20 28 20 26 33 1494 36 31 88 20 36 31 133 21 26 26
leaf_count=22 27 35 35 23 22 36 26 101 31 169 1629 203 25 124 20 28 20 26 33 1494 36 31 88 20 36 31 133 21 26 26
internal_value=0 0.0175614 0.0317556 -0.000380235 0.019057 0.046299 -0.0131886 -0.000855832 0.00282253 -0.0200824 0.00545797 -0.00355553 0.0144436 0.0218654 -0.00553608 -0.0349085 -0.0197585 -0.059556 0.0207899 -0.00379701 -0.000211808 0.0453839 -0.00214285 -0.0157164 -0.026765 -0.0550096 -0.00744839 0.00202704 -0.0119736 -0.0945749
internal_weight=0 97 70 4480 107 58 49 4373 1851 191 1660 2522 250 225 2272 127 107 54 53 2145 1649 67 1582 496 293 119 174 154 57 62
internal_count=4577 97 70 4480 107 58 49 4373 1851 191 1660 2522 250 225 2272 127 107 54 53 2145 1649 67 1582 496 293 119 174 154 57 62
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=15 22 13 19 4 16 4 18 7 28 23 23 0 7 18 22 23 21 16 3 7 13 16 10 12 23 4 13 27 10
split_gain=3.09725 7.06976 6.95775 9.30718 7.05784 8.78526 9.24009 7.67843 5.90632 14.259 12.6995 23.8773 10.7344 8.50092 9.63956 22.9957 12.3244 9.25072 9.03511 7.01096 18.7871 17.153 13.5895 14.1788 15.2327 11.6074 11.5858 9.98672 9.3004 7.92207
threshold=2650.1499999999992 0.36214159694806453 197.97104653894809 1.2735101678308662 170.96363320458337 786.97500000000014 268.59701299838076 1.0976697102084612 1893.5759751033404 1.5000000000000002 0.52997975117636209 0.45816573129366084 836.91666666666686 1664.7395437707141 1.3072562372780483 0.29994022630100609 0.64057529124982626 0.51328884260239083 454.40000000000003 879.71588693679303 883.99710623786871 125.30758921036404 686.62500000000011 634.9451447245566 2182.8696411082778 0.37856189898395337 772.05563210693742 142.97759532644437 5.5000000000000009 643.83865389957293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -6 -8 13 -10 11 -11 -12 19 15 16 -15 -16 -19 26 27 22 23 24 25 -22 -1 -21 -28 -23
right_child=1 -3 3 -5 5 -7 7 -9 9 10 12 -13 -14 14 17 -17 -18 18 -20 20 21 29 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.001024718371490582 0.057228542877168491 0.064694038814022428 -0.072732175827026374 0.01644970595159314 -0.018358883462532099 -0.055275899095630104 0.068712050210812989 0.013562258661557467 -0.074661223916336894 -0.011441583538504496 0.016646100747035469 -0.13476831123232844 -0.035516344740986826 -0.0054660744443535804 -0.0080903093374910806 -0.065785977031503406 0.066256169683259467 0.11773679807134296 0.035567565017845484 -0.11126940126220386 -0.1043375851213932 0.054293735722466464 0.020489522350915508 0.0094147241162136214 -0.13671993517449924 -0.014450478856908342 0.065257608981394197 -0.026031682427440375 0.012884901943664085 0.0018323199025222234
leaf_weight=2989 29 21 25 22 83 22 29 195 34 73 187 20 50 50 21 35 46 23 32 27 20 53 51 40 21 51 41 28 196 63
leaf_count=2989 29 21 25 22 83 22 29 195 34 73 187 20 50 50 21 35 46 23 32 27 20 53 51 40 21 51 41 28 196 63
internal_value=0 0.00812025 0.00518679 -0.0309875 0.00993592 0.00576727 0.0101417 0.0207022 -0.000833347 -0.0130002 -0.00664727 -0.0379635 0.00564137 0.000336112 0.0200395 0.00360283 0.0289008 0.0483712 0.0699292 -0.000803164 -0.0141623 -0.00428189 -0.0233513 -0.0402898 -0.0619005 -0.0397708 0.000662777 -0.0678757 0.0219452 0.0258018
internal_weight=0 426 405 47 358 329 307 224 4151 364 330 93 237 3787 207 131 96 76 55 3580 354 299 183 132 92 71 3226 55 237 116
internal_count=4577 426 405 47 358 329 307 224 4151 364 330 93 237 3787 207 131 96 76 55 3580 354 299 183 132 92 71 3226 55 237 116
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=26 26 18 28 4 10 7 2 20 18 20 9 19 15 9 19 2 24 18 19 16 18 9 16 28 15 15 6 19 4
split_gain=3.47151 9.95647 15.1768 7.65403 16.7909 16.2748 8.61395 10.3598 13.5608 13.1155 11.2535 5.6227 6.80715 9.28897 5.96263 5.50706 6.05003 16.4115 26.7311 15.4579 14.7665 12.7719 12.6198 11.5028 12.2337 11.0793 9.42503 9.1476 6.82552 13.7583
threshold=7.5000000000000009 8.5000000000000018 1.4171796051772183 1.0000000180025095e-35 413.95795878925657 330.98004777423904 107.32467330510003 359.96434792110057 1.37098195845114 1.1950169387407967 1.321851668561475 162.60489364280957 1.1246244908430414 1749.0000000000007 226.00724637681162 0.72548553019241879 698.05027965753959 0.46887819486473797 1.3163027745306255 0.944908496412596 287.50000000000006 1.2679209641944136 167.69473335854767 536.57500000000016 12.500000000000002 2359.7500000000005 1230.5999999999988 308.85659127142293 1.0413479177556402 779.90334188290183
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -5 9 10 -8 -9 -2 14 -14 -13 -10 17 20 -19 -18 -17 27 -23 25 26 28 -25 -22 29 -21
right_child=1 3 -4 6 5 -7 7 8 15 -11 -12 12 13 -15 -16 16 19 18 -20 23 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015647955480431385 0.024669569152696382 -0.096558808105496274 -0.097772714982812231 -0.050161708392683538 0.0587953197285533 -0.059134907715699896 0.096715348099286738 -0.010274105670396239 0.051965403589217564 0.0067456249407557558 -0.10318231802772393 -0.095677107162773611 -0.048895848735615061 0.028246175314022882 -0.021019492751878241 0.052028816590166616 0.060465621175068734 -0.1501572255603969 0.011381089762740193 -0.086761213429272177 0.0050167252620061248 -0.014753246834547616 0.050832055889717911 0.013843562842711158 0.015832685416061726 0.07427396720896165 -0.06020960959003252 -0.06672694612151156 0.019771841618542872 0.026645019002582718
leaf_weight=3460 29 26 26 31 25 22 26 32 23 43 22 20 27 37 23 46 53 20 21 20 27 81 46 23 63 30 68 52 132 23
leaf_count=3460 29 26 26 31 25 22 26 32 23 43 22 20 27 37 23 46 53 20 21 20 27 81 46 23 63 30 68 52 132 23
internal_value=0 -0.00484708 -0.02777 -0.000958586 -0.0320769 0.00359394 0.00161697 0.00350315 0.000225725 0.0406473 -0.0481256 -0.0143872 -0.0249726 -0.00429812 -0.055744 0.00381222 0.00224127 -0.0087437 -0.0674181 0.0100534 0.00080253 -0.0106363 0.00900206 0.00261092 -0.0180415 0.0181254 -0.0414929 -0.042207 0.00849997 -0.0261021
internal_weight=0 1117 162 955 73 47 882 851 782 69 54 136 107 64 43 728 705 293 41 412 252 206 127 359 154 205 91 79 175 43
internal_count=4577 1117 162 955 73 47 882 851 782 69 54 136 107 64 43 728 705 293 41 412 252 206 127 359 154 205 91 79 175 43
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=4 10 19 17 19 14 14 3 3 17 16 14 16 25 7 3 3 18 3 0 10 11 10 10 17 19 0 22 18 0
split_gain=3.20423 11.9667 18.5539 5.4565 4.00857 4.21297 12.7275 4.67119 5.58344 4.59087 3.99906 3.80077 3.66832 4.23007 3.63699 13.9435 12.4432 11.5429 11.5045 8.61981 11.8891 13.6784 9.57584 12.5495 16.8929 14.2624 11.5649 11.1826 9.44486 8.5826
threshold=1000.4566052520929 675.69663772044316 1.1439530127360258 0.87618159388783712 1.46080645872752 0.11606701774088876 0.25586765953435769 1041.3775345631559 1177.6670904543917 1.0627834818853079 839.00000000000011 0.0021388774563976982 582.75000000000011 0.39797120708488326 1524.5189944691595 932.28094860459044 807.01777400638719 1.2782232308561745 1006.0124257686366 347.1051565408664 155.36955507714393 554.13801144174022 140.21616341650943 129.94113613934243 1.0328737650664641 1.1926043729467004 876.08091801385694 0.20979420624297623 1.2539424140320508 734.79177489177493
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 5 7 -7 -5 -9 -8 14 12 -10 -14 15 -1 17 -16 -17 28 22 -22 23 24 25 -21 27 -27 -18 -25
right_child=3 2 -4 4 -6 6 9 8 11 -11 -12 -13 13 -15 16 18 19 -19 -20 20 21 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00045432401488810841 -0.03267362104462726 -0.091893206068447655 0.022264101038066052 0.032751682569228467 0.052685762088124956 0.098689194917678844 0.032188294484065127 -0.038816627819795869 0.056778616245303837 -0.029880034517158163 -0.031976855488923879 -0.011943497141328408 -0.026313490846327378 0.036432686735960569 0.00059233406403412427 -0.088673257046012269 -0.074783100213470136 0.093636287792275355 -0.004522235208423808 0.03253234324056184 0.030578909336882471 -0.010479305198030739 -0.044071876847495639 0.016153804955003997 -0.071875664052602498 0.063887232746928937 -0.074718140630886484 -0.016692793393327344 0.005924388861679071 0.091640761941671367
leaf_weight=3153 28 35 24 42 24 20 26 37 21 22 39 64 21 22 24 33 29 30 32 87 270 116 57 61 38 20 29 124 29 20
leaf_count=3153 28 35 24 42 24 20 26 37 21 22 39 64 21 22 24 33 29 30 32 87 270 116 57 61 38 20 29 124 29 20
internal_value=0 -0.000733923 -0.0454563 0.00953876 0.0134918 0.0100712 0.0316665 0.00297709 -0.00460189 0.00374031 -0.000104331 0.0052883 0.0225201 0.0057892 0.00019505 -0.00139944 0.00568871 0.0522834 -0.0472451 0.00282949 0.00545846 0.0182402 -0.00585745 -0.000110163 -0.00959714 -0.0004949 -0.017104 -0.00550112 -0.0344294 0.0347926
internal_weight=0 4250 59 327 299 275 68 207 165 48 4191 128 64 43 4152 3218 934 54 65 880 822 386 436 379 298 260 173 144 58 81
internal_count=4577 4250 59 327 299 275 68 207 165 48 4191 128 64 43 4152 3218 934 54 65 880 822 386 436 379 298 260 173 144 58 81
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=26 17 14 13 9 0 19 14 19 19 12 16 18 16 0 14 12 11 12 13 16 12 6 8 20 17 8 17 26 13
split_gain=2.77336 8.66815 11.6226 7.78773 10.1325 12.3009 12.1893 9.83677 9.68506 15.5517 9.25081 10.842 8.96375 11.6136 12.4914 7.9882 9.86573 8.3141 7.82604 13.2772 11.6126 9.22446 13.0107 10.7964 9.61622 7.58215 7.23537 7.0906 22.831 8.42105
threshold=7.5000000000000009 1.8894030278480802 0.20973896238222206 74.370503776038476 160.67186100934495 463.54697712418306 0.79665085860839902 0.23325786474041446 0.84596781073626393 0.86754877166062994 1091.6651414495884 328.22500000000008 1.3009593615477599 360.90000000000003 373.05790308834031 0.15607491049121783 2812.2583769154303 135.76547654572295 1853.4061695468636 126.07808603491273 237.10000000000005 2604.9144086068632 657.26063943281599 679.25106962887855 2.3139019700278634 1.3705174014691577 626.82459677419365 1.9177011940454805 2.5000000000000004 305.50118906064216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 3 -3 -2 5 7 26 15 -8 -10 11 -11 18 -14 -15 16 17 -5 19 -12 -20 22 24 -23 -22 -7 -6 29 -29 -1
right_child=1 2 -4 4 6 25 8 -9 9 10 12 -13 13 14 -16 -17 -18 -19 20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00083420153993720044 -0.059963424957316859 0.0022044409173898973 -0.093290570814162491 0.0037657682813944356 -0.102792554423213 0.02153351712226868 0.06306064909412748 -0.022073886281362289 -0.090623916887367761 -0.0036718864195250177 -0.010484042790933297 -0.086148500934775385 -0.024477599869881361 0.10518920123577119 0.020943166814377589 0.073086943924427036 -0.022118066523224116 0.08044495144142555 -0.07799350649118425 0.060650855014947325 0.0097170069357570346 -0.055322334558392562 -0.10429251598460335 0.0081515965734671562 -0.071163455875856541 0.09941624936461449 -0.019687254269692034 0.0045597389545009442 0.10397579528092007 -0.058617255076145139
leaf_weight=3276 23 26 25 31 20 25 21 81 21 37 65 28 35 24 66 25 50 26 25 44 49 30 21 251 21 25 22 132 28 24
leaf_count=3276 23 26 25 31 20 25 21 81 21 37 65 28 35 24 66 25 50 26 25 44 49 30 21 251 21 25 22 132 28 24
internal_value=0 -0.00433235 -0.0446068 -0.00240552 -0.00113627 0.0158378 -0.00685957 0.00535959 -0.00387737 -0.00583789 -0.0032797 -0.0392003 0.000420522 0.0244006 0.0434088 0.0221938 0.0103028 0.0387422 -0.00550341 0.018231 -0.0120199 -0.00758619 -0.0352576 0.00137502 -0.0145471 0.0604749 -0.0592612 0.00139862 0.0219575 0.000401827
internal_weight=0 1117 51 1066 1043 263 780 213 738 717 696 65 631 125 90 132 107 57 506 109 397 372 91 281 70 50 42 3460 160 3300
internal_count=4577 1117 51 1066 1043 263 780 213 738 717 696 65 631 125 90 132 107 57 506 109 397 372 91 281 70 50 42 3460 160 3300
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=6 11 5 14 15 4 22 2 1 5 2 19 26 0 19 0 1 1 1 13 4 29 5 0 6 13 0 22 22 14
split_gain=2.78267 13.2828 10.0292 10.7209 18.3052 9.49074 11.666 11.3075 16.3021 12.37 9.56282 9.3777 28.3353 46.3015 10.1197 13.6867 9.9023 11.2144 10.1776 8.50204 8.33854 10.3648 8.41116 8.1322 9.5028 13.1886 8.98601 8.41536 7.71725 7.53592
threshold=394.29962525305814 370.9976615646259 359.67269364158375 0.0085363851738981741 2162.3500000000004 383.71798175714633 0.089235492562284885 701.60653837133395 510.85650923757981 798.17110695814688 845.89207866773711 1.1330368732236533 5.5000000000000009 773.25240730912139 1.0625739225949797 556.51681979136777 937.02490108723634 792.64100879770319 836.83763123393635 65.770437190850231 709.60542900181383 85.000000000000014 717.32695895808672 523.67413702175884 500.5325434323554 79.872498354036324 540.44944553163748 0.036664928844874357 0.18716319543354668 0.061267686134537105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 5 -5 23 8 -8 10 -9 12 13 -4 -14 -16 17 19 -19 -13 -18 -22 -23 24 -7 -26 -25 -28 -21 -29
right_child=2 -3 3 4 -6 6 7 9 -10 -11 -12 16 14 -15 15 -17 20 18 -20 28 21 22 -24 26 25 -27 27 29 -30 -31
leaf_value=-0.0011944514356311985 0.061608877752361624 -0.072986621878897914 -0.20903503866866233 -0.062427774406969554 0.069681012814745633 0.0018539624203582706 0.03085595175012279 0.12559715419493875 -0.06519464111576477 0.012111296683449199 0.036989892921632246 -0.034732554746485067 0.025133539742002123 -0.013876767865111751 0.028590131103992462 -0.078940711093359983 0.061428131767221394 -0.08981501462940987 -0.019437397668632318 -0.027374900989234448 -0.022473238793722653 0.0079799171356070373 0.087615028023719788 -0.064060104910570834 0.11023798642591352 0.020707856031367558 0.001657368463545956 -0.086011659116907557 0.030196438823119166 -0.0049845848542948573
leaf_weight=2930 29 26 20 20 47 197 67 29 24 37 21 41 65 31 20 29 37 26 98 30 59 36 21 26 21 76 364 22 104 24
leaf_count=2930 29 26 20 20 47 197 67 29 24 37 21 41 65 31 20 29 37 26 98 30 59 36 21 26 21 76 364 22 104 24
internal_value=0 -0.00182591 0.00332967 0.00226805 0.00879611 0.0057125 0.00721339 0.030168 0.00552393 0.0559451 0.0883821 -0.00804777 -0.0284526 -0.0904094 -0.000735069 -0.0350506 -0.000599104 -0.011187 -0.034194 0.00511513 0.0200922 0.00690751 0.0373192 0.00161624 0.0144695 0.0400907 -0.00705084 -0.00343562 0.0173073 -0.0437367
internal_weight=0 2956 1621 1592 975 928 908 178 91 87 50 617 165 51 114 49 452 299 124 175 153 116 57 730 294 97 436 410 134 46
internal_count=4577 2956 1621 1592 975 928 908 178 91 87 50 617 165 51 114 49 452 299 124 175 153 116 57 730 294 97 436 410 134 46
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=12 4 18 21 18 21 4 12 11 6 17 9 17 25 18 7 22 7 2 7 27 7 11 13 13 2 7 29 2 18
split_gain=2.59628 12.1398 26.4997 6.39958 4.9666 4.08422 3.81854 9.44774 6.94573 4.80617 4.24315 29.2704 6.77548 10.687 7.69791 6.71691 6.52494 3.70272 9.36599 7.00209 12.8218 8.4945 6.22213 5.72384 5.71616 8.37381 12.8474 9.19336 7.26653 5.66254
threshold=357.5945367672154 195.3725685305258 1.5158281926258328 0.54634309810600235 1.6945433162984973 0.70604383709461704 73.446614583333357 1000.5541323519947 46.110628618693141 86.806453130325849 2.1470623045628705 81.47685544543755 1.9177011940454805 -0.024747862027705878 0.77195739626221638 174.36347943171774 -0.49024957754523779 157.07072665386542 190.26890318419447 172.39229241930514 6.5000000000000009 177.60932505562508 127.02082866741323 61.329993565585077 58.644280306441551 264.87734790809731 188.57660528718677 85.000000000000014 286.55097566062926 1.758674217095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 7 -2 9 -8 12 -12 14 15 -10 -14 -16 22 -19 20 -20 -21 23 -18 -23 27 -27 -26 -28 -30
right_child=6 2 4 -5 -6 -7 8 -9 10 -11 11 -13 13 -15 16 -17 17 18 19 21 -22 24 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0015062528795429641 -0.062945852560862423 -0.10817316761240364 -0.0090446009584095165 0.069116355691637307 -0.026241768113422121 0.05054979607786822 0.073490031402219422 0.016461305949708512 -0.05028754200786352 0.0066075024505456289 0.057791126731105827 -0.096346700780226724 -0.023425536918820759 0.092337256935425105 -0.056427128743380309 0.038243211982281589 0.046149433071592028 -0.060923958897590641 -0.09820201672613621 0.060242010249445838 0.011276834247552832 -0.040257104294484154 0.043905912496733902 -0.0029066231078173545 0.0021262056943846912 -0.075934055142781953 -0.049142321957082589 0.072455529276939004 0.0016347492467091718 -0.029093834844830097
leaf_weight=42 31 32 23 21 44 23 22 29 30 21 22 28 33 20 20 38 28 25 20 24 23 34 51 158 41 22 29 34 3548 61
leaf_count=42 31 32 23 21 44 23 22 29 30 21 22 28 33 20 20 38 28 25 20 24 23 34 51 158 41 22 29 34 3548 61
internal_value=0 -0.0116046 -0.0300128 0.024043 -0.00222243 0.0207526 0.00048881 -0.0245657 0.000835826 0.0408265 0.000434894 -0.0285261 0.000776495 0.0277686 0.000184334 0.00958027 0.000552026 0.000830109 8.53786e-05 0.000482989 -0.0396436 0.000937891 0.0129626 0.00447816 0.000560258 0.000931821 0.000254014 0.0340088 0.000714744 0.00111537
internal_weight=0 185 122 63 90 46 4392 60 4332 43 4289 50 4239 91 4148 71 4118 4098 3861 3836 43 3793 237 186 3769 3735 3660 75 3638 3609
internal_count=4577 185 122 63 90 46 4392 60 4332 43 4289 50 4239 91 4148 71 4118 4098 3861 3836 43 3793 237 186 3769 3735 3660 75 3638 3609
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=0 9 15 8 9 18 0 0 12 15 15 21 21 12 13 2 16 16 0 0 8 18 3 13 0 8 0 2 2 9
split_gain=2.5759 6.98301 8.56444 6.89277 6.04924 5.55009 4.85878 13.8764 11.3632 8.75127 23.8755 8.47243 11.9928 11.8112 8.05832 13.8705 8.43241 11.2134 9.86768 11.3164 8.89057 8.47502 5.89635 5.79421 4.4559 12.1859 6.16015 13.4704 19.9322 28.0386
threshold=98.535426187508662 78.228965510194385 775.04999999999984 137.90186968603487 111.2116487637725 1.4680721529385792 213.22720166472595 226.06270447644238 1327.2254108742206 1335.0000000000002 1736.1000000000001 1.3089693194066498 1.1700414854869805 1977.5843829222197 77.999234393404024 207.34781109999597 203.50000000000003 141.95000000000002 149.12656455862981 121.35361505607575 657.17935552407937 1.57389771449071 238.79822638848142 58.644280306441551 234.38377125980244 733.50690866510547 281.87104163587759 479.7701372467281 572.16333131978024 167.69473335854767
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -3 -6 9 8 -8 11 -11 12 13 14 15 -2 17 18 19 -17 -19 -22 -13 -9 25 -25 27 -26 29 -29
right_child=6 2 -4 -5 5 -7 7 23 -10 10 -12 22 -14 -15 -16 16 -18 20 -20 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0051530707459591452 -0.091606441717594869 0.088196893674986704 -0.023006641816485814 -0.062495615109801297 0.056268262512543625 0.00030037560122641357 0.011571859426405881 -0.043024224307267898 0.10434058775072513 -0.10730487767606973 0.025015561044216157 -0.0097149157994671879 0.066125381823915697 -0.067829323228862551 0.017358008114460075 0.031805153320664949 0.046611134574881627 0.00014992382493801416 0.054139979402808583 -0.068514121518555016 -0.11317201971330426 -0.02635569239602141 -0.067037630837191553 -0.073906694129774617 0.028030425636504482 0.021166893596259451 -0.00056077522550263242 -0.14721041224896908 0.030188746831845494 -0.0099021729630827601
leaf_weight=61 20 21 27 20 34 37 31 31 23 30 25 38 26 27 162 23 28 32 34 22 22 23 34 28 229 26 3321 20 64 58
leaf_count=61 20 21 27 20 34 37 31 31 23 30 25 38 26 27 162 23 28 32 34 22 22 23 34 28 229 26 3321 20 64 58
internal_value=0 0.0110981 0.0265142 -0.0115503 0.0410475 0.0271019 -0.000507109 0.000750702 0.0510845 -0.00933252 -0.0471592 -0.00509531 0.000349995 -0.00400156 0.000707048 -0.0125158 -0.00391896 -0.0129885 0.0134806 -0.0172398 -0.040145 -0.0687992 -0.036784 3.10774e-05 0.000387381 -0.0281305 0.00080449 0.0130256 -0.0111722 -0.0451094
internal_weight=0 200 119 81 92 71 4377 3831 54 546 55 491 419 393 366 204 184 156 79 45 77 45 72 3777 3746 54 3692 371 142 78
internal_count=4577 200 119 81 92 71 4377 3831 54 546 55 491 419 393 366 204 184 156 79 45 77 45 72 3777 3746 54 3692 371 142 78
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=14 20 12 16 10 26 19 4 20 19 23 10 15 4 27 17 19 28 23 14 23 15 20 17 14 16 15 23 28 28
split_gain=2.84355 8.46948 9.278 11.2463 9.40477 11.2994 9.99018 10.6171 9.00396 10.2971 7.30354 7.14744 10.422 7.74412 8.20542 7.32952 4.93818 8.41284 4.81366 20.5462 10.0815 10.0629 7.71136 12.9072 6.40728 6.22036 5.97183 5.70516 4.80947 4.52218
threshold=0.00031161795181965666 2.5157963828108731 329.07621368639064 128.67500000000004 163.25162162162164 6.5000000000000009 1.1953015530540774 244.37851501991614 2.3745863653468233 1.2406952754460863 0.71333943794254273 265.96461413549065 1811.2500000000002 301.89580372514195 6.5000000000000009 1.0328737650664641 1.2159890249931822 7.5000000000000009 0.70691666416901933 0.010358520557347652 0.68406261713661964 2923.9999999999959 3.0755423584784514 0.94156501431164563 0.00073967389224598287 262.30000000000007 3034.7999999999997 0.40257569671472043 16.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 6 -5 -8 11 -10 -6 12 -1 14 -14 -15 17 -16 20 21 26 22 23 -20 -25 -26 29 -28 -17 -2
right_child=18 2 3 4 10 -7 7 -9 9 -11 -12 -13 13 15 16 28 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.063183909965058169 -0.0013565267019867606 0.038476376003585756 -0.093689713830297644 -0.0077694511041045194 -0.018254403507008271 0.010822338109727226 -0.038608131302254545 -0.11967903401081761 0.083031637979937456 0.0047421551974756379 0.039659746943384803 -0.061639674315229057 -0.071309124949454725 0.033927190750003305 -0.026875512024913079 -0.045335640620302271 -0.050659301639957868 0.043561810515820983 0.11727895309095798 -0.067870294360014113 -0.057586919659127794 -0.033612469645837945 0.004191862777718958 -0.006365167396143079 0.028600550179437897 0.095527653271953269 -0.0018425601598044687 0.054327974268235268 0.016188617815108351 0.0089010495731764172
leaf_weight=24 3138 25 22 32 51 38 35 30 28 42 38 20 28 67 39 27 22 30 23 26 30 24 53 28 41 21 33 40 24 498
leaf_count=24 3138 25 22 32 51 38 35 30 28 42 38 20 28 67 39 27 22 30 23 26 30 24 53 28 41 21 33 40 24 498
internal_value=0 -0.00628519 -0.0195653 -0.0254639 -0.0187631 -0.0354002 -0.053508 -0.0760255 0.00396813 0.0360579 0.00647299 -0.00402578 0.000389078 -0.00596989 -0.0239702 0.0121829 -0.00940434 0.00374941 0.000988467 0.0155034 0.000149946 0.0269124 0.035663 0.0504238 0.0333387 0.0512694 0.000616947 0.0289358 -0.016383 4.83889e-05
internal_weight=0 622 271 246 224 135 97 65 351 70 89 281 261 237 119 118 91 69 3955 216 3739 190 166 113 90 62 3709 73 51 3636
internal_count=4577 622 271 246 224 135 97 65 351 70 89 281 261 237 119 118 91 69 3955 216 3739 190 166 113 90 62 3709 73 51 3636
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=26 26 17 20 2 0 13 0 4 22 9 16 2 8 22 22 22 22 13 16 14 8 8 13 0 17 6 8 0 28
split_gain=2.66373 7.88388 8.39463 12.289 9.48838 7.42866 26.0358 9.96535 15.2585 5.77621 6.86483 6.12418 10.6245 6.09638 11.0362 21.5747 14.8564 9.8357 9.14434 9.07911 13.7709 8.28837 16.0981 7.66152 7.66248 9.19066 6.97539 6.12153 9.02711 5.90023
threshold=7.5000000000000009 8.5000000000000018 1.0089180732148011 1.8013157030589244 465.30268700596019 836.91666666666686 148.22586772374416 723.3764578692178 944.99012615636514 -0.29818590707261472 95.448812262752028 557.05000000000007 752.70940646837096 2407.5208333333335 0.1052018953467454 0.12383282013162074 0.077075249807205426 0.038973399480050429 194.92344595114881 188.85000000000002 0.019310275165428742 953.88193737270888 803.2496061917949 144.00591957542358 305.84763885911042 1.5246760644200432 608.20719572867381 679.25106962887855 513.18333549390729 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 9 -9 -3 -11 13 -13 14 16 -16 17 18 21 20 -17 22 23 24 -12 -26 -21 28 -20 -14
right_child=1 5 3 4 -6 6 -8 8 -10 10 11 12 29 -15 15 19 -18 -19 27 26 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013707011735638419 0.0084645230000695362 -0.035577883281641541 -0.0062574600335210569 -0.0255867129812638 -0.10876488195499406 -0.091572031182678135 0.014561686500654383 0.079853738305207936 -0.024793593551624905 0.042721511766247111 0.045106485166719987 -0.085176087526435212 -0.046764964282512672 0.042783729043892688 -0.11675819024443626 0.0048462604536958368 0.078219619765877726 -0.048890033289189304 -0.0079962521618990989 0.016629560459572989 -0.10861203819513321 -0.029746080217538058 0.10783335109160322 0.056262607164680956 -0.028727884544059636 0.048791638668626548 -0.034569856415369686 0.028867434679220122 -0.086642539799213422 0.011994944787066844
leaf_weight=3460 52 45 54 24 32 38 59 38 22 38 35 22 25 36 20 23 30 31 54 111 20 27 23 40 65 20 35 24 20 54
leaf_count=3460 52 45 54 24 32 38 59 38 22 38 35 22 25 36 20 23 30 31 54 111 20 27 23 40 65 20 35 24 20 54
internal_value=0 -0.00424586 -0.0246439 -0.0402951 -0.0731171 -0.000785677 -0.0270165 0.00217981 0.041483 -0.000775321 0.00130451 -0.00089667 -0.0237156 0.00285692 0.000370134 -0.0179905 0.0107695 0.00480045 0.0102044 -0.00753884 -0.047925 0.0219751 0.0296061 0.0183609 0.00572706 -0.010488 0.00435573 -0.0150187 -0.029252 -0.00659996
internal_weight=0 1117 162 110 56 955 97 858 60 798 753 715 101 614 578 209 369 339 308 189 43 210 183 160 120 85 146 98 74 79
internal_count=4577 1117 162 110 56 955 97 858 60 798 753 715 101 614 578 209 369 339 308 189 43 210 183 160 120 85 146 98 74 79
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=28 20 20 28 29 28 22 22 7 15 16 29 29 2 14 20 18 8 21 0 11 26 10 14 7 21 21 7 16 0
split_gain=2.7092 8.44382 13.0017 10.537 10.0532 9.15235 12.3884 15.0423 23.9473 15.4184 16.5905 12.7177 10.6707 9.62526 22.8553 16.0165 15.6992 13.7153 13.0193 8.9208 14.6329 11.6929 16.2477 13.268 13.2394 8.46175 8.18004 7.86051 7.37708 10.6691
threshold=5.5000000000000009 3.8451729747259891 3.442895940372015 1.0000000180025095e-35 70.500000000000014 3.5000000000000004 0.35700330591140156 0.023519067762690585 315.93910878525759 1007.5000000000001 636.37500000000011 170.00000000000003 125.00000000000001 531.52679284088435 0.16566358443598647 1.6381890036021818 1.1367725924256364 2643.6373411534705 0.97936801585199273 269.75435832808239 106.15056452375111 3.5000000000000004 487.38358951175411 0.19603993773501752 572.9472905040202 0.57431460233143106 0.32746114408403032 427.61091011637524 128.67500000000004 437.04089019864057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 12 -9 27 11 26 -6 14 -7 18 -16 25 -15 20 -14 22 23 -21 -23 -17 -11 -10 29 -2
right_child=28 3 -4 -5 5 13 -8 8 9 10 -12 -13 19 15 16 17 -18 -19 -20 21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0073538673122623245 0.020995319064492885 -0.072866874239568058 0.043691511323159363 -0.0070892954007783712 0.069147773285706843 -0.061744493985928496 0.047224586545410806 -0.11382805074099452 -0.0020176626032307036 0.036682884203338324 0.061427949910814121 -0.061987977242097259 -0.01741445368608913 -0.02766750762049033 -0.01720183327794075 0.12752795004182391 0.081380742298705233 -0.0017139651096211032 0.064932976117018953 -0.09111619668410105 0.061586918140164926 0.033544531440885185 0.058755025966092944 -0.015807438622345217 -0.036769425230366845 0.059756996314009207 -0.024823701653273449 0.080972096562385562 -0.0037401935431050008 -0.045437993018680983
leaf_weight=586 231 29 83 152 30 38 59 24 21 29 22 76 37 49 30 27 35 26 22 34 64 114 20 75 35 58 85 25 2434 27
leaf_count=586 231 29 83 152 30 38 59 24 21 29 22 76 37 49 30 27 35 26 22 34 64 114 20 75 35 58 85 25 2434 27
internal_value=0 0.00290745 0.00508876 -0.0176282 0.00311219 0.0090379 0.0032411 -0.000514362 -0.0182831 -0.00939516 -0.0207825 -0.0303016 0.0117369 0.0242926 -0.000136114 0.0381177 0.0358811 0.0618432 0.0010256 0.00719252 0.0326458 -0.0020549 -0.0240962 -0.0392982 0.0170278 0.0812842 -0.00917729 0.0430855 -0.00203586 0.014043
internal_weight=0 1885 1704 181 1621 1035 750 691 282 258 212 190 409 285 103 182 65 111 71 379 101 278 129 109 149 85 114 46 2692 258
internal_count=4577 1885 1704 181 1621 1035 750 691 282 258 212 190 409 285 103 182 65 111 71 379 101 278 129 109 149 85 114 46 2692 258
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=4 10 19 29 21 15 8 29 29 28 20 0 19 14 14 25 29 25 14 9 8 21 15 0 4 14 15 19 21 10
split_gain=2.77972 9.18707 14.0341 8.5401 10.4405 6.4941 5.30132 4.978 4.54564 4.18405 9.91694 15.0102 9.57821 9.15452 4.06818 10.4271 17.0152 26.0363 10.5978 13.7658 11.1974 10.5885 14.6151 21.7159 12.4927 21.9372 13.6814 16.0923 28.5327 10.9285
threshold=1000.4566052520929 675.69663772044316 1.1439530127360258 185.00000000000003 0.65127046889388385 1538.4500000000003 1055.6857849752589 125.00000000000001 85.000000000000014 27.500000000000004 2.143951672819727 305.84763885911042 1.1771511080302199 0.0046633656436994792 0.00031161795181965666 0.57750854522772122 185.00000000000003 0.74713695460496676 0.0092790239236682191 193.33121252141635 1639.8926325247082 0.62514802853647156 1254.55 182.59905271828669 402.67732725095078 0.0021388774563976982 1736.1000000000001 1.2612934949446821 0.35743062934607711 115.77927773980407
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 6 -6 8 -2 14 12 -12 -11 -13 -1 18 21 -18 19 -16 -20 22 23 -17 26 -26 27 -24 -29 -28
right_child=3 2 -4 4 5 -7 -8 -9 -10 10 11 13 -14 -15 15 16 17 -19 20 -21 -22 -23 24 -25 25 -27 29 28 -30 -31
leaf_value=-0.0086876531269914209 0.0010190733601465015 -0.08025583997900998 0.019027974953254066 0.080399318668060007 0.061458647799176674 -0.036759704910218717 -0.0060943306911559331 -0.026489680754020813 0.051812380729243157 0.017804537216822305 0.060000304304994645 0.0064411735097909791 0.10550626561045647 -0.073722431915146977 -0.079082556633335174 0.021217024679098168 0.0082125515260912003 -0.1235990922416518 -0.0002218499855039703 -0.011544217441479838 0.064522105069072161 -0.012687477370959589 -0.1038636993058026 0.14779624977837438 0.013274725861403915 0.13158798241615297 0.058693450428545485 0.096624486148357391 -0.051624887517175158 0.0088157804467056591
leaf_weight=552 148 35 24 32 26 20 21 60 20 33 25 29 20 28 33 33 47 22 2511 353 27 87 20 23 42 25 60 20 37 164
leaf_count=552 148 35 24 32 26 20 21 60 20 33 25 29 20 28 33 33 47 22 2511 353 27 87 20 23 42 25 60 20 37 164
internal_value=0 -0.000683581 -0.0398692 0.00888446 0.0334094 0.0109664 0.0312754 -0.00176452 0.0070659 -0.000131934 0.017187 -0.00460276 0.0508995 -0.0329374 -0.000708379 0.000548631 0.0127969 -0.0338143 -0.00188092 -0.0173182 0.000466915 0.0190908 0.0256113 0.0732049 0.0183688 0.0574215 0.00967605 -0.0266871 0.000392437 0.0221759
internal_weight=0 4250 59 327 99 67 47 228 168 4191 135 82 53 57 4056 3504 580 69 2924 386 2538 511 424 56 368 67 301 77 57 224
internal_count=4577 4250 59 327 99 67 47 228 168 4191 135 82 53 57 4056 3504 580 69 2924 386 2538 511 424 56 368 67 301 77 57 224
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=4 18 18 18 16 8 1 14 13 20 21 1 28 23 18 24 23 24 28 28 0 0 16 8 23 20 4 9 14 16
split_gain=2.48766 5.13378 4.08815 7.77114 5.45411 7.66515 3.25013 3.02619 5.7878 10.2116 13.3137 7.34147 6.95245 11.8468 15.8447 9.23904 10.9137 5.9539 5.85204 6.9804 6.98522 6.66089 5.10029 5.19625 7.40058 9.11845 12.2163 7.23442 10.0891 8.59148
threshold=1124.6379988072003 1.1615365535177442 1.3072562372780483 1.2736641797942221 747.10000000000014 2160.6071428571436 1216.8204422503345 0.41289623487653471 151.41296054563608 1.8878253947046308 1.2594765343287313 576.10802280534517 11.500000000000002 -0.2161072789556984 0.99608680740325395 -0.044325812370531979 -0.29302842492535114 0.0092804472160867551 6.5000000000000009 13.500000000000002 460.07846838997006 444.16118789842807 861.25000000000011 338.72628921357978 -0.46883864496424549 1.311798043968176 162.74694580766422 227.46502096835687 0.13483777689494345 298.90000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 5 -3 -2 22 9 12 -11 18 15 -14 -15 16 -9 -17 21 20 -20 -10 23 24 -1 -26 -27 28 29 -28
right_child=1 2 -4 -5 -6 -7 -8 8 11 10 -12 -13 13 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.040481829841987102 0.069080319149153566 -0.058370427245443515 0.019580575601102261 -0.061939870695705002 0.043795724465356518 0.020507392674751049 0.015716178439557551 0.00021695864852517844 -0.016443158371226962 0.11088990185720225 0.0055584810674190526 0.033658287623846858 -0.059753633330443083 -0.03560614596021229 0.0751224223834773 -0.016521082278035705 0.088292491457918121 0.042273840385799608 -0.0043317951313737368 -0.032702849351626359 0.069376750662922856 -0.087740518450737007 -0.038905680544363962 0.00047670907672542567 0.054128789305686958 -0.060236962333778447 -1.1040103332749729e-05 -0.068615258242934948 -0.012243528810651947 0.083975622199830569
leaf_weight=28 21 22 78 23 24 28 25 24 38 24 24 37 35 28 24 61 34 24 36 40 20 20 36 3258 20 53 29 20 422 21
leaf_count=28 21 22 78 23 24 28 25 24 38 24 24 37 35 28 24 61 34 24 36 40 20 20 36 3258 20 53 29 20 422 21
internal_value=0 0.0103503 0.00253613 -0.0111697 0.0046102 -0.0141988 0.0400781 -0.000525118 0.00706284 0.0162708 0.0582242 -0.00633936 0.00751533 -0.0147748 0.0154993 0.0210765 0.0518474 7.98371e-05 -0.0159492 -0.000797121 0.0219927 -0.0410285 -0.00144067 -0.00109044 -0.0097005 -0.0121874 -0.014621 -0.00970713 -0.00721102 0.0352634
internal_weight=0 221 175 97 74 50 46 4356 469 278 48 191 230 87 52 143 58 85 154 96 56 58 3887 3851 593 565 545 492 472 50
internal_count=4577 221 175 97 74 50 46 4356 469 278 48 191 230 87 52 143 58 85 154 96 56 58 3887 3851 593 565 545 492 472 50
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=4 16 10 6 18 16 16 3 6 13 14 9 23 13 16 16 0 19 25 12 18 12 18 13 3 0 18 6 16 11
split_gain=2.31747 10.2757 7.45575 7.38075 14.4385 6.50557 11.2486 6.66607 10.0916 8.60883 12.6596 8.65413 8.51951 7.17661 11.9985 12.292 7.91417 16.2292 14.4741 7.86732 7.0545 9.48749 17.9668 12.3124 9.57293 8.9204 8.86994 10.3092 11.0619 15.4569
threshold=285.5065315068494 113.50000000000001 298.2569035446225 299.92111095684135 1.1357449091856961 140.27500000000001 149.15000000000003 329.76285027667939 172.06901790646143 133.04209798762705 0.3001732596138475 183.42136259410682 -0.079017989568272509 64.00839988983752 341.57500000000005 480.10000000000008 273.96682553032434 1.1792354895068564 0.41223015221761283 1091.6651414495884 1.3762061572026643 2717.4551264134166 1.4267195055183886 70.196941504992864 524.91920726825731 380.90556933385557 1.2441638047367174 783.50683457570119 559.6500000000002 363.77108203104632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 -7 9 -9 11 12 -8 -11 14 -10 -16 17 -15 -19 -20 26 23 -23 25 -24 -22 -18 28 -28 -30
right_child=1 5 -4 4 -6 6 7 8 13 10 -12 -13 -14 16 15 -17 20 18 19 -21 21 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0029599854162985903 0.041571541571073123 -0.035007092587649828 0.036505189586592761 0.020042580459266903 -0.081262327051338026 0.066853300711283314 0.013077759453478983 -0.055845807187936525 0.077971578629747518 0.041162612544707003 -0.067701087692486381 0.057252662243942425 -0.039113449677824978 -0.094414741490726123 -0.059798638132356467 0.038662277211551556 0.0019772454032192209 0.029699641418661556 -0.0062944221564314581 -0.090864551880142919 0.0055996064216859882 0.05304419238430759 -0.021422604548676713 0.022431675635563399 -0.10581057071685791 -0.077660696398974827 -0.01081425374852981 0.017894718110315747 -0.11981730112077103 -0.027294345082537759
leaf_weight=1442 63 50 46 24 34 26 170 33 31 39 28 60 20 27 21 32 1230 51 22 22 31 24 41 387 20 22 383 91 23 84
leaf_count=1442 63 50 46 24 34 26 170 33 31 39 28 60 20 27 21 32 1230 51 22 22 31 24 41 387 20 22 383 91 23 84
internal_value=0 0.00160705 -0.00315068 -0.0043668 -0.0393431 0.000758743 0.00137159 0.00078289 -0.000901632 0.0144663 -0.0123282 0.0246016 0.0139504 -0.000188352 0.0285541 -0.000350538 -0.0011706 -0.0260001 -0.00655595 -0.0485795 0.000126148 0.0103326 -0.0202527 0.0162412 -0.0490908 -0.0289613 -0.00283266 -0.0130154 -0.0187559 -0.0471825
internal_weight=0 3031 1546 1500 58 2968 2918 2892 2575 317 87 230 59 2542 84 53 2458 122 95 44 2336 525 85 440 61 53 1811 581 490 107
internal_count=4577 3031 1546 1500 58 2968 2918 2892 2575 317 87 230 59 2542 84 53 2458 122 95 44 2336 525 85 440 61 53 1811 581 490 107
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 1 2 14 21 23 12 3 6 19 8 7 8 13 3 14 1 2 18 3 18 8 7 6 13 3 8 11 6 2
split_gain=2.34821 5.33921 11.5354 5.84361 11.9227 10.9752 5.06933 6.70699 5.31999 8.24203 8.21519 6.40177 4.85754 7.17894 7.25319 4.77993 3.76458 8.43284 14.9708 9.43168 8.34768 7.67737 6.84058 6.80312 6.97475 6.48104 21.2945 12.0698 10.2532 10.637
threshold=1477.8975429164311 1082.7350638307273 1301.6291525710633 0.0038810694050582469 0.36196558275101992 -0.030686342891871148 1365.5286470143615 1348.4604882554775 339.50747385633866 1.1926043729467004 2746.2096991468347 2213.8144984909409 2865.7647058823536 170.92407461612581 1779.2257758620692 4.7707363730739181e-05 920.39393384728044 1154.943542095624 1.1455256600494474 1025.467557211816 1.1615365535177442 2144.3250000000003 1567.6349887038743 457.02668017561638 104.36388008587203 833.55225859182758 2032.8720238095241 773.12166666666678 394.29962525305814 492.70783049529564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -3 -5 7 -6 9 -8 -11 -10 -2 14 15 -14 25 19 -19 -18 -20 -21 -22 24 -24 26 27 28 29 -1
right_child=12 3 -4 5 6 -7 8 -9 11 10 -12 -13 13 -15 -16 -17 17 18 20 21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021546164122802081 0.030520818280791374 -0.084933565750431567 0.055979627212257799 -0.032995231666912636 -0.029575813822448255 0.059945031669404771 0.042563269225259624 0.045698683541910402 -0.011292669743299484 0.017160038542575563 -0.055789111093863065 -0.081518968636239031 0.0024841407237441416 -0.047203957323950753 -0.027369337309809297 0.054382635259793866 -0.010375791404928482 -0.074121985614299779 0.067675646855717614 0.092822161316871654 -0.043363775646892089 0.02739395003052468 -0.016166655690535721 0.052182541936635976 0.043362110394697922 -0.010603874560960371 0.06760683316103322 -0.074018159254708074 0.010106212293517471 -0.011959472436565375
leaf_weight=1439 76 26 37 24 20 27 24 29 25 26 38 27 35 27 34 36 35 25 21 29 29 47 81 30 26 592 47 22 794 849
leaf_count=1439 76 26 37 24 20 27 24 29 25 26 38 27 35 27 34 36 35 25 21 29 29 47 81 30 26 592 47 22 794 849
internal_value=0 -0.000494218 0.00039588 -0.0142238 -0.0214426 0.0162084 -0.0127084 0.0149744 -0.0223974 -0.00741258 -0.0261535 -0.0477563 0.010381 -0.00121473 0.0106111 0.0287989 -0.000109924 0.0102483 -0.00144348 0.0325784 0.00827289 0.05236 0.000758087 0.0100978 -0.00170172 -0.00100378 0.000799859 -0.000211716 0.000315131 -0.00308265
internal_weight=0 4369 4103 266 215 51 189 49 140 88 64 52 208 132 105 71 4066 323 212 111 187 76 166 137 107 3743 3151 3104 3082 2288
internal_count=4577 4369 4103 266 215 51 189 49 140 88 64 52 208 132 105 71 4066 323 212 111 187 76 166 137 107 3743 3151 3104 3082 2288
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=17 7 18 21 24 24 12 20 12 28 24 21 28 13 12 21 18 13 23 20 12 19 13 4 2 17 23 20 13 9
split_gain=2.90198 13.1257 11.3553 12.6328 10.9476 17.8824 11.4337 13.754 11.6952 10.2491 12.531 9.17658 8.99568 8.96805 10.6187 10.1512 8.43162 7.98385 20.8072 23.2368 32.0893 12.8232 12.4937 13.0097 12.0833 20.3549 9.97453 8.2412 7.69612 7.50932
threshold=1.1087656561846142 313.7794700924598 1.5096309085988444 0.59983797726901245 0.47594033152107679 0.50946301252317017 760.24128787878806 4.2856642101873188 1779.6128465950503 23.500000000000004 0.40507842854469217 1.3371482813451421 6.5000000000000009 191.82556454511166 2512.5116016213501 1.0485012078988083 1.2929582357445835 83.102335695648335 0.018158232719426137 2.3139019700278634 1262.9725986870237 1.0885475543701053 77.971981501993227 505.11775000000006 496.63758929640784 1.6085945314003991 -0.13142271555316115 1.4800288813909697 90.357338201597102 303.6746005957217
decision_type=2 2 2 2 2 2 2 2 2 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 9 12 -7 8 -8 10 17 13 -6 14 15 -11 -12 18 22 20 -20 -21 23 24 27 -26 -24 -2 29 -19
right_child=4 -3 -4 -5 5 6 7 -9 -10 11 16 -13 -14 -15 -16 -17 -18 28 19 21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.024417555004003503 -0.034077913723886015 -0.00094291777309361423 -0.0087853223085403442 -0.13546717556542717 0.12501076157002344 0.076762974107017129 0.059642614049112634 -0.066053398946921027 -0.013161519310322771 0.058876799241573158 -0.095101064087256146 -0.039612847818061708 0.033310146685689691 -0.013541825634963584 0.1098967847369966 -0.0070815981365740304 -0.01462457402298848 0.041963660054961632 -0.19880297988653184 0.055009530271802637 -0.032956296445003579 -0.050988622161094101 -0.068983832954175095 0.048282333174873085 -0.10667292439827213 0.015017098986676761 0.0091397716162296451 0.015707977817909138 0.0013993394365901027 -0.014944947781341693
leaf_weight=21 40 2191 54 20 23 21 36 27 57 56 23 20 20 33 21 40 30 92 20 21 28 25 44 61 27 28 26 197 1244 31
leaf_count=21 40 2191 54 20 23 21 36 27 57 56 23 20 20 33 21 40 30 92 20 21 28 25 44 61 27 28 26 197 1244 31
internal_value=0 -0.00252076 -0.0389107 -0.0785881 0.00251526 0.0259074 0.00869155 -0.00322095 0.0150207 0.00047247 -0.00159372 0.0240149 0.0823593 0.0324986 0.0454844 0.0313941 -0.0495483 -0.00024468 -0.01083 -0.0533867 -0.102059 -0.00259816 -0.00137297 0.00628013 -0.0024943 -0.0447216 -0.0399665 0.0073053 0.0037587 0.0276208
internal_weight=0 2286 95 41 2291 184 141 120 93 2107 1937 170 43 150 117 96 53 1884 517 94 48 46 423 353 292 55 70 237 1367 123
internal_count=4577 2286 95 41 2291 184 141 120 93 2107 1937 170 43 150 117 96 53 1884 517 94 48 46 423 353 292 55 70 237 1367 123
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=8 7 8 8 7 15 24 18 7 15 11 18 10 18 18 24 8 9 24 27 1 18 4 3 29 26 24 23 29 8
split_gain=2.27811 18.0357 14.4399 11.1715 13.8849 12.3067 15.8398 13.9093 13.5822 11.5574 9.97678 9.74669 13.6988 8.44049 7.40569 9.52128 7.32123 13.4973 31.746 38.493 14.9113 10.6866 10.2815 11.05 15.5813 18.3655 10.7635 10.6673 8.62192 14.9459
threshold=791.15152195988389 742.22724086653773 1253.1250000000002 633.43961675579328 243.83784351767159 945.10000000000002 -0.0095013143550816831 1.5277281170728605 720.37832440956447 1107.0000000000002 584.24016174048461 1.1702195941074194 257.93427678611579 1.2328249356843208 1.1519638654629365 0.45386561421133736 562.96272602591409 244.73053181386516 0.047199662079626559 3.5000000000000004 645.43049641283164 1.1179395978375213 513.44974770166596 387.80712607536049 185.00000000000003 9.5000000000000018 -0.085953588285001201 -0.24830455944615926 170.00000000000003 338.72628921357978
decision_type=2 2 2 2 2 2 2 2 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 10 16 -5 6 -6 8 9 -7 14 -11 -13 -8 -2 -16 17 22 20 -20 -19 -18 23 28 -25 27 -24 -26 -1 -30
right_child=1 -3 -4 4 5 7 13 -9 -10 11 -12 12 -14 -15 15 -17 21 18 19 -21 -22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.0096320423705518743 0.058395198715367802 -0.0012645501103270842 0.10441089751464981 -0.090687502980232246 -0.050442376633485157 -0.099870282450788897 0.082863210920244457 0.048518672833840058 0.01141179302750632 0.010368250235478627 -0.030744959827926424 -0.099552990006549019 -0.0074649473031361893 0.014190394277610478 0.0082207108921877551 0.069987328581768898 -0.044008848431479675 0.0044255578789032168 0.011771172959823162 -0.14885489158835766 -0.071762170629768543 0.028890057147000339 -0.027413260304566586 0.037939188758341166 -0.052173419951254296 0.010262747097294779 0.035379283844575858 -0.14326028883457184 0.00097242711017461844 0.035939646492723701
leaf_weight=363 54 2089 21 25 30 38 25 21 43 32 36 35 30 63 179 29 23 225 25 37 29 160 33 26 36 32 158 20 498 162
leaf_count=363 54 2089 21 25 30 38 25 21 43 32 36 35 30 63 179 29 23 225 25 37 29 160 33 26 36 32 158 20 498 162
internal_value=0 0.00211738 0.0242642 -0.00235069 -0.0189382 -0.0132798 0.0123077 -0.0284522 -0.037533 -0.0531229 0.0186163 -0.0348095 -0.0570508 0.0336997 0.0253988 0.0168324 0.000754367 -0.00135765 -0.0199326 -0.0840863 -0.00427304 0.0197279 0.00306229 -0.00054403 -0.0300756 -0.0501709 0.0245303 -0.0847044 0.00274688 0.00955529
internal_weight=0 2408 319 2169 342 317 118 199 178 135 298 97 65 88 262 208 1827 1644 316 62 254 183 1328 1137 114 88 191 56 1023 660
internal_count=4577 2408 319 2169 342 317 118 199 178 135 298 97 65 88 262 208 1827 1644 316 62 254 183 1328 1137 114 88 191 56 1023 660
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=17 7 0 6 14 24 20 20 2 14 25 1 20 2 17 15 28 20 20 20 17 4 14 2 29 21 28 24 2 1
split_gain=2.23538 10.3052 9.36691 12.7293 8.9416 7.71274 6.6754 10.3124 8.22068 6.7862 12.5711 24.543 10.7553 14.7984 10.1777 9.10884 8.90901 7.77252 9.64909 6.68898 5.96503 11.8582 28.9877 12.7531 13.678 10.2312 9.55119 9.78631 9.27488 17.5621
threshold=1.1087656561846142 313.7794700924598 104.04253393665159 170.76343166938304 0.0028464672195029996 0.71871464954018693 4.176091921780972 4.009933363845672 366.74455774953378 0.20555514433697647 -0.006548979644330457 920.39393384728044 1.6766523265766864 934.02434956566105 1.0557931386308619 1307.2500000000002 12.500000000000002 1.990557381222678 2.0193138111443498 5.3372249941367675 0.93312261576613975 248.68601391135823 0.0075534175418339429 521.39290165581644 50.000000000000007 0.58819491149278524 18.500000000000004 0.78767166264155886 732.96508934325414 521.16109005084195
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 9 19 10 11 -3 13 -12 -15 16 -11 -14 -19 -8 25 22 -22 24 -23 26 27 -20 29 -25
right_child=4 6 3 -5 5 -7 8 -9 -10 15 12 -13 17 14 -16 -17 -18 18 20 -21 21 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0096022034413181245 0.048487666450304598 -0.13195142644372854 -0.10873964616545924 -0.017907398923610648 0.00074361672332403099 0.056598433695733558 0.020579955210128138 -0.053790349341732893 0.042943173289500383 -0.009592666927725077 0.034711939331498888 0.0036008130759000779 0.02156641010690916 -0.12103642681613565 -0.033295189990447116 0.066755665237865136 0.043986053872439597 -0.061242902692821288 0.012739748229681042 -0.052515646815299993 -0.0094819587545077275 -0.0042475501599255954 -0.10622996656173789 -0.0063672253963454528 0.086841947696281271 -0.00995897475630045 -0.016453235034175492 0.056199762760661548 0.0017809566206450249 -0.090395002067089086
leaf_weight=32 41 22 27 36 2225 25 31 38 74 100 21 34 154 20 39 31 45 27 126 21 190 32 37 101 34 175 54 88 664 33
leaf_count=32 41 22 27 36 2225 25 31 38 74 100 21 34 154 20 39 31 45 27 126 21 190 32 37 101 34 175 54 88 664 33
internal_value=0 -0.00221238 -0.0344565 -0.0568355 0.00220755 0.00136423 -0.000814302 -0.00217776 0.0215313 -0.00121019 -0.00299437 -0.0496519 -0.00153876 -0.0373786 -0.063038 0.0175542 0.00703521 0.00013307 -0.00198143 -0.00893942 -0.000938366 -0.00491196 -0.0252515 0.000431869 0.0426773 0.00884761 0.021128 0.0306112 -0.00306212 -0.0270606
internal_weight=0 2286 95 63 2291 2250 2191 2065 126 2027 1851 56 1795 80 59 176 145 1715 1561 52 1534 1091 227 864 66 443 268 214 798 134
internal_count=4577 2286 95 63 2291 2250 2191 2065 126 2027 1851 56 1795 80 59 176 145 1715 1561 52 1534 1091 227 864 66 443 268 214 798 134
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=28 8 14 8 5 13 22 0 18 13 17 22 9 0 5 17 0 21 14 18 17 28 13 13 21 28 14 17 9 18
split_gain=2.23938 9.68999 13.0134 11.939 8.90382 8.65139 8.82308 8.52155 10.2718 8.16717 6.83389 6.75921 7.0299 6.72905 6.33628 10.953 6.3126 5.11757 4.93654 4.94206 4.17073 4.14054 7.211 16.2619 11.0697 9.31076 9.24154 9.13335 8.06066 8.27381
threshold=23.500000000000004 953.88193737270888 0.0046633656436994792 226.81966666666668 1013.3892157521292 70.845521901916058 0.29351411872951477 610.56051000783543 1.4300112371843694 191.82556454511166 0.98439970307543601 -0.10805527280893656 167.18656128428623 636.81277184657972 1084.1887341974718 1.0695914332686964 353.10861151427196 0.42269484119623768 0.035506394736868827 1.2403205737404062 0.96995329138353981 5.5000000000000009 199.08450771281665 203.97659231619505 0.86520841266121218 7.5000000000000009 0.010033306295282766 1.3110398341020881 819.66322921272933 1.8790385827549905
decision_type=2 2 2 2 2 2 2 2 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 3 4 -2 5 7 10 8 17 11 -7 16 -13 -4 21 20 -5 -3 -14 -20 -16 -1 28 -24 25 -25 -27 -26 29 -23
right_child=1 2 13 9 -6 6 -8 -9 -10 -11 -12 12 18 -15 15 -17 -18 -19 19 -21 -22 22 23 24 27 26 -28 -29 -30 -31
leaf_value=0.0020101877193772831 -0.027939655120747215 0.081035073474049577 -0.078666589385829877 0.040407204613662685 -0.059447559379041198 0.029118106471231354 -0.010935371095935504 -0.035401485278679611 -0.032907577681130382 -0.0080872554552594306 0.09693943380067746 -0.018345782005538543 0.081112795757750669 -0.010176285900748693 0.029668856069848343 0.073026513542619451 0.11232751873524294 0.016929181755492181 0.055952469822174555 -0.010474573421691146 -0.014254813782463316 -0.00068408971951679025 -0.10257906861927198 -0.043231494995680728 0.0039318460942013187 -0.011594281589182524 0.068123359475849257 -0.075276977508454718 -0.058107601134822918 -0.033534788195975128
leaf_weight=1816 39 20 32 26 20 39 30 57 29 38 24 24 24 26 37 31 23 33 24 21 52 1841 23 22 24 26 33 37 26 80
leaf_count=1816 39 20 32 26 20 39 30 57 29 38 24 24 24 26 37 31 23 33 24 21 52 1841 23 22 24 26 33 37 26 80
internal_value=0 0.0061188 -0.00525682 0.0222213 0.00457262 0.0100916 0.0336999 -0.00570388 0.0149396 0.0330895 0.0549548 0.0441086 0.0282721 -0.047964 -0.000799616 0.021836 0.0741657 0.0411201 0.044487 0.0249532 0.00400559 -0.00149113 -0.00450174 -0.0245738 -0.0119391 0.0122905 0.0329936 -0.0441129 -0.00280071 -0.00205216
internal_weight=0 529 310 219 252 232 93 139 82 180 63 142 93 58 4048 120 49 53 69 45 89 3928 2112 165 142 81 59 61 1947 1921
internal_count=4577 529 310 219 252 232 93 139 82 180 63 142 93 58 4048 120 49 53 69 45 89 3928 2112 165 142 81 59 61 1947 1921
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=23 22 14 13 14 14 13 0 27 22 4 6 8 12 19 0 6 13 23 3 12 0 23 27 13 3 29 0 8 13
split_gain=2.32024 6.16913 20.1291 14.9305 5.66335 9.30437 4.88247 5.59444 6.20591 4.49847 2.78409 6.01796 4.9437 4.31969 19.7176 4.61238 5.4734 5.12093 8.23883 4.40926 3.32919 3.6892 9.64606 5.99718 5.12528 4.41157 7.59477 9.05663 7.09717 4.36808
threshold=-0.37107464624423597 -0.30831029693740691 0.39051177891973693 89.940801068062186 0.47632361689470554 0.39801963296363785 88.853937661114273 248.5732171520294 7.5000000000000009 -0.37324197176337098 73.446614583333357 67.790322580645167 173.83847517279131 357.5945367672154 1.4967273977164812 98.535426187508662 106.58351831298559 83.999056204937645 0.66585869156394895 532.94908002616069 384.52352679234087 176.6467084924532 0.55718445032903485 11.500000000000002 59.998200146507465 161.44103146842602 95.000000000000014 149.12656455862981 281.71795715793797 58.998137802607083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 9 -8 -9 -1 12 -12 -3 14 -13 16 -15 18 -18 -16 -17 22 24 29 -22 -26 27 -27 -28 -23
right_child=1 10 -4 -5 -6 -7 7 8 -10 -11 11 13 -14 15 19 20 17 -19 -20 -21 21 23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.038009447576823063 0.0060666813887655735 -0.0020627113267907811 0.046039789147675036 -0.10282120301442987 0.058677291455255312 -0.05425815731287003 0.07091796968294227 0.035177292995328124 -0.031143375557093397 0.024563206806778912 0.051420422611029248 -0.084748662576418041 -0.055258960012346509 -0.014065812895018043 -0.0066256213615733112 0.03728425359974305 0.078596031741314645 -0.0072804977270689887 0.0033660174987744543 0.043426988070661372 0.044605396262237001 -0.030993595507673246 -0.052856076502815846 0.04852190601030508 -0.048432109180999841 0.0014618061419407076 -0.003491200889859881 -0.078356766829355842 0.067112738049278656 0.00070388331740713897
leaf_weight=27 20 58 25 34 22 23 23 43 21 20 23 33 25 33 88 24 37 22 24 22 21 44 47 26 23 44 35 21 24 3645
leaf_count=27 20 58 25 34 22 23 23 43 21 20 23 33 25 33 88 24 37 22 24 22 21 44 47 26 23 44 35 21 24 3645
internal_value=0 -0.000454229 -0.0281467 -0.0624924 0.0111603 0.00450189 0.0145876 0.0286175 0.0134158 -0.0113828 5.23026e-05 0.000407697 -0.0180857 0.000129204 -0.0169536 0.000729411 0.0203836 0.0340803 0.0489973 0.0033849 0.000152809 -7.39475e-05 -0.0128099 0.000663124 -0.00160645 -0.00820815 -0.00074725 -0.0243257 0.025229 0.000325816
internal_weight=0 4398 79 54 179 157 134 87 64 47 4319 4236 83 4213 143 4070 116 83 61 110 3954 3930 215 3715 168 147 124 65 59 3689
internal_count=4577 4398 79 54 179 157 134 87 64 47 4319 4236 83 4213 143 4070 116 83 61 110 3954 3930 215 3715 168 147 124 65 59 3689
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=26 26 18 22 10 0 13 0 5 1 19 9 4 18 15 19 25 25 25 9 9 19 7 2 11 4 0 15 19 13
split_gain=2.0525 6.03984 10.9924 6.83121 7.25334 5.81223 21.0599 7.68094 11.383 5.85023 5.14244 34.0602 11.3258 7.0951 5.92802 5.0362 4.75518 4.61437 14.8403 11.456 10.297 8.85894 7.87341 14.7214 8.5547 7.24226 6.44298 6.40945 5.95668 5.94105
threshold=7.5000000000000009 8.5000000000000018 1.4171796051772183 0.28417761355078114 91.688261695431933 836.91666666666686 141.71554994058121 723.3764578692178 878.52101476128723 1119.708342600333 0.86024201226309571 218.51472510572859 241.94601818581523 1.0757606022322792 593.00000000000011 1.0625739225949797 0.037921170080624476 0.029412442235545785 0.10524959695608999 161.78859555161151 224.37487416689811 1.1912185442015335 458.00120775616762 758.37885861876555 299.9389814978303 273.17480663072087 589.60551075268825 813.97500000000002 1.0570462719071649 165.52450021572187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 10 -9 -8 11 12 -3 -14 -15 -11 -6 22 -19 25 21 -21 24 27 -12 -20 -25 -24 -28 -26
right_child=1 5 -4 -5 16 6 9 8 -10 15 17 -13 13 14 -16 -17 -18 18 19 20 -22 -23 23 26 29 -27 28 -29 -30 -31
leaf_value=0.0012032050941246455 0.054359619940320653 -0.046306959152794806 -0.081156755206533357 -0.052319393043483924 -0.034102193443951288 -0.093534091860055929 0.049540089781988754 0.073242161742278517 -0.015106453821063043 0.016539493650197985 0.019878234436942473 -0.13866219421848655 0.070227776225656277 -0.042175114420907843 0.018208704472312497 -0.050784920305013664 0.013231943949784448 -0.052535795682558312 0.0091496328115463262 -0.082273203129362732 0.008722443466831464 -0.0073573203953473196 0.028881275765597819 -0.039400723975268198 -0.0030315372950340414 0.084531243575307044 -0.010883376955986023 0.10149180442094803 0.058148080885410319 -0.058430409128777686
leaf_weight=3460 21 39 26 30 44 30 22 35 25 25 90 20 20 21 72 20 41 54 25 27 160 38 20 24 49 26 25 31 25 32
leaf_count=3460 21 39 26 30 44 30 22 35 25 25 90 20 20 21 72 20 41 54 25 27 160 38 20 24 49 26 25 31 25 32
internal_value=0 -0.00372703 -0.0215808 -0.0101913 0.00173175 -0.000698426 -0.0239005 0.00192466 0.0364302 0.00727867 -0.000669749 -0.0159844 0.000157457 0.0161938 0.00457365 -0.0133825 -0.0112704 0.0035381 -0.00459316 0.00478692 -0.00491273 -0.0384762 0.0126034 0.031679 -0.0013408 0.0475795 0.00318919 0.0730171 0.0236324 -0.0249175
internal_weight=0 1117 162 136 106 955 97 858 60 67 798 172 152 113 93 45 85 626 330 276 225 65 296 125 171 51 74 51 50 81
internal_count=4577 1117 162 136 106 955 97 858 60 67 798 172 152 113 93 45 85 626 330 276 225 65 296 125 171 51 74 51 50 81
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=2 9 8 17 24 23 5 3 23 5 29 22 21 12 24 2 13 20 13 23 2 23 21 8 20 13 17 18 18 19
split_gain=2.06646 4.7651 18.4297 6.71754 4.8439 5.97231 3.89623 3.76223 3.37191 2.70691 2.98285 8.0735 15.4429 13.9913 15.4615 8.29913 7.89293 5.56895 12.4122 8.85733 10.8907 15.7911 8.74983 7.73345 8.98353 8.64663 6.60011 9.98637 13.3256 14.5609
threshold=1477.8975429164311 219.61904761904765 2865.7647058823536 1.071620527938266 0.71147331810662917 0.50910742901110251 107.91923076923078 1517.887435512788 0.87053846809724889 1319.2355962652198 65.000000000000014 -0.054140234143981669 1.1011677876899937 2254.8070854298435 0.052228141334942621 432.87976487745726 75.020542839717905 2.1572421958808055 129.12814905836552 -0.079017989568272509 1056.9666961316791 0.055362002809742364 0.83514315230644987 2746.2096991468347 2.6247605246556858 77.999234393404024 1.1820646977393754 1.172194146649715 1.2441638047367174 1.1660851008511692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -6 8 9 10 11 13 17 14 16 -16 -1 18 19 -13 21 -21 23 24 25 -19 27 -26 -29 -30
right_child=1 3 -4 -5 6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 22 -20 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.017810855284333231 0.039855649154633285 0.013065265326998955 -0.072950706630945203 0.071599998431546352 -0.0051664335741883234 -0.050994060256264434 0.047383055030259975 -0.03838986939965533 -0.033099143468444385 0.025892716746311634 0.0013457174041401061 0.022035313907655934 0.052652832828462129 -0.0830226643339676 -0.015865421813037812 -0.097501530870795258 0.063290559326608972 0.056980677704205333 0.015042526435538911 -0.026087923358906719 -0.0089664234469334289 -0.12319428391038496 0.043378510858950226 -0.044698595503966015 -0.052792076673358682 0.0052798826999347149 0.020087472504222548 0.032659827432750414 -0.07308411427626485 -0.0069546518859463892
leaf_weight=20 30 43 28 21 21 22 43 26 31 40 3138 21 50 34 33 20 30 46 69 34 42 33 43 42 52 109 77 72 38 269
leaf_count=20 30 43 28 21 21 22 43 26 31 40 3138 21 50 34 33 20 30 46 69 34 42 33 43 42 52 109 77 72 38 269
internal_value=0 0.00973828 -0.0146026 0.0191501 0.0106117 -0.00861635 0.0301403 -0.000463622 -0.000236571 -3.13762e-07 -0.000242758 -0.00463838 -0.00151059 -0.0274004 -0.00903971 -0.0466715 0.03085 -0.00437033 -0.0192378 -0.0374327 -0.0488898 -0.0739164 -0.000414959 -0.00308605 -0.000449961 0.0206233 -0.00687981 -0.0116976 -0.00605934 -0.0151401
internal_weight=0 208 58 150 129 65 64 4369 4343 4312 4272 1134 997 137 103 53 50 947 199 130 109 67 748 705 663 155 508 431 379 307
internal_count=4577 208 58 150 129 65 64 4369 4343 4312 4272 1134 997 137 103 53 50 947 199 130 109 67 748 705 663 155 508 431 379 307
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=23 6 8 16 23 9 6 25 25 25 24 9 9 24 25 23 13 16 26 8 11 21 25 24 1 18 18 27 27 4
split_gain=1.89344 5.49644 6.5293 9.28413 5.65118 4.54459 3.21224 2.65492 21.1601 9.32234 11.1181 8.39666 10.6719 13.6796 7.39239 8.09872 6.36854 10.2656 5.82288 8.49305 8.29468 7.58339 5.80489 5.61965 7.17112 6.69412 6.45536 4.86338 4.63196 4.28181
threshold=-0.37107464624423597 257.60599708348531 178.90858549157181 249.52500000000003 -0.44445939053531186 131.62222558471873 161.40887673538074 -0.065165578345229694 -0.067946433714120555 -0.046770190791332031 -0.023901083739307317 80.130296759834309 105.30154593498106 -0.062015693731266815 -0.049781792039280653 -0.045776866115370081 171.91683972953652 489.25000000000006 1.5000000000000002 391.09352077740056 259.58663034672014 0.87989848412869121 -0.095799940011184928 -0.097398625960373172 547.2620679536825 1.3393666331469214 1.1935239740876133 6.5000000000000009 7.5000000000000009 333.06484179481669
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -3 -5 8 11 14 28 22 13 -13 15 16 27 -18 19 -14 21 -20 -2 -22 25 26 -25 -9 -11 -29
right_child=7 5 4 6 -6 -7 -8 9 -10 10 -12 12 18 -15 -16 -17 17 -19 20 -21 23 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.031567482247948649 0.0020831520935254439 0.076108264140784754 -0.0055763520204044625 -0.020804644649227461 0.056852535466695657 0.010930021641694982 -0.070477283308687425 0.062886506790185689 -0.08614826196571812 -0.048555913400452809 -4.5534887218965892e-05 -0.0047424784874090476 -0.054710932340669011 -0.098357053708147124 0.055430956068966121 -0.035557535977568479 -0.064926518437763064 0.026234226400653524 -0.0071434907482138699 0.022280275238596877 -0.050019982728091154 0.067734864246296253 0.066475294743265426 0.037508364766836166 -0.026938771278682078 0.060465090274810798 -0.039097802747379652 0.04768736076408199 0.0033581316795038142 0.0046402786146191996
leaf_weight=25 28 20 29 30 29 23 23 34 32 68 3630 37 38 27 45 32 21 30 21 23 22 38 28 22 44 30 22 35 23 68
leaf_count=25 28 20 29 30 29 23 23 34 32 68 3630 37 38 27 45 32 21 30 21 23 22 38 28 22 44 30 22 35 23 68
internal_value=0 0.0100818 0.000228526 -0.0186658 0.0256381 0.0412455 -0.0423607 -0.000410331 -0.00805252 0.000379579 -0.000911007 -0.00147604 -0.00765596 -0.0442361 0.0185014 0.0109476 0.0188633 -0.0113026 0.00134839 -0.0256815 0.00963392 0.0410832 0.0342792 -0.00361972 0.00503118 0.0240403 -0.000794719 0.030093 -0.0354348 0.0192679
internal_weight=0 179 136 78 58 43 53 4398 412 3986 3721 380 324 64 265 220 188 51 260 61 199 59 56 140 118 74 44 137 91 103
internal_count=4577 179 136 78 58 43 53 4398 412 3986 3721 380 324 64 265 220 188 51 260 61 199 59 56 140 118 74 44 137 91 103
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=26 26 21 20 20 20 13 3 20 21 4 4 4 20 28 26 26 20 26 9 24 25 4 28 0 11 0 21 25 23
split_gain=1.84461 4.85764 8.45242 4.60363 13.1254 6.73608 9.83827 5.39315 5.53048 4.95242 4.47125 18.352 12.254 10.4496 8.20842 7.87168 6.92424 4.96199 4.65225 4.57637 4.66501 6.44837 5.24207 9.24963 6.21265 5.56602 8.3013 5.43526 5.2646 4.71639
threshold=7.5000000000000009 8.5000000000000018 1.0222287632686902 1.37098195845114 1.3433321733138859 1.4386375679712302 287.82183308934219 179.26860394406279 1.5022018352137503 0.96489450632742069 700.36805809280247 760.32179445180861 629.44587747782032 1.8013157030589244 3.5000000000000004 12.500000000000002 43.500000000000007 1.8555730172337606 26.500000000000004 107.62053206585854 -0.046054685007587824 -0.050646392471968719 456.90319540566736 1.0000000180025095e-35 437.04089019864057 148.8745303486381 331.98975044563286 0.37664335249358871 0.30887693188263809 -0.2404714155700437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -5 7 -7 -9 -3 12 -12 16 15 -14 -13 18 -15 19 -10 29 -22 23 -23 -24 26 -25 -27 -26 -21
right_child=1 3 -4 5 -6 6 -8 8 10 -11 11 13 14 17 -16 -17 -18 -19 -20 20 21 22 24 25 28 27 -28 -29 -30 -31
leaf_value=0.0011406433001659257 -0.0082118963149304582 0.032080958590463358 -0.065584075695369393 0.044115348256060061 -0.089445087855512459 -0.047377614383227552 0.059918932616710663 -0.041829693916224646 0.040101122749703275 -0.033572981879115109 -0.084386932297299322 0.0017516517213412694 0.012604658822105689 -0.060164645917358851 0.09898867696015673 0.079797668444613612 -0.045792941053708403 -0.0064508887458788718 0.037792315972163475 -0.0019864944174237875 0.053201511466835189 -0.072004852372975589 0.061972524434328081 -0.0070979216588394987 -0.022920452404235091 -0.048771445685997609 0.069260952776918808 -0.0036940506122366415 0.034695115569850492 -0.068385255485773094
leaf_weight=3460 130 27 32 35 22 26 26 32 28 20 30 28 22 21 22 24 30 95 37 23 23 21 25 35 35 32 24 163 29 20
leaf_count=3460 130 27 32 35 22 26 26 32 28 20 30 28 22 21 22 24 30 95 37 23 23 21 25 35 35 32 24 163 29 20
internal_value=0 -0.00353324 -0.0195447 -0.000817161 -0.0256966 0.0011204 -0.000647897 -0.00255667 -0.00109817 0.00414311 0.000601194 -0.012342 0.00510514 0.000523204 0.0557967 0.0377729 0.000856709 -0.0161749 0.00368396 0.000928482 -0.0016223 0.00184963 -0.00139513 -0.00822212 0.0196995 -0.00294874 0.0239633 -0.0110914 0.0031866 -0.0328696
internal_weight=0 1117 162 955 69 886 851 825 799 47 767 198 569 168 44 52 525 116 495 458 430 387 364 275 89 254 59 195 64 43
internal_count=4577 1117 162 955 69 886 851 825 799 47 767 198 569 168 44 52 525 116 495 458 430 387 364 275 89 254 59 195 64 43
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=27 21 29 11 20 21 13 12 2 1 2 22 8 20 23 24 21 20 24 12 11 6 22 21 23 24 22 24 1 8
split_gain=1.77953 14.4341 9.98756 5.58228 3.94789 5.76226 4.19653 3.44073 8.58821 18.0911 15.1538 7.35832 38.0653 14.8771 7.90274 9.56879 7.28554 8.71848 7.06132 10.2517 6.15124 5.09727 6.23282 4.96758 4.81425 8.63774 5.63428 8.9791 4.59301 13.1473
threshold=2.5000000000000004 0.53221778480775839 125.00000000000001 204.04744661095637 3.0866209824263522 0.6448356681722146 64.942898772060801 604.3931401456133 749.59864441995774 439.33331514383025 944.64736396308717 0.098609230301068343 501.19979784366581 3.2889054440484728 0.4374454034709625 0.44023081976333184 0.61676273683673533 4.176091921780972 -0.010127222418597726 459.65164293596138 46.110628618693141 67.790322580645167 -0.49024957754523779 0.57431460233143106 -0.4115137824372222 -0.052899969028434232 -0.3328238642675943 -0.03734794892746663 487.77507357942198 803.2496061917949
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -3 8 9 11 -10 12 13 18 15 -13 17 -16 -2 -20 23 -22 -23 -9 25 -24 27 -26 29 -28
right_child=7 3 -4 -5 5 -7 -8 20 10 -11 -12 14 -14 -15 16 -17 -18 -19 19 -21 21 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=0.016471404355110193 -0.044855902578843677 0.023443828629595893 0.094798192525383837 0.023590315676274454 -0.077015572041273128 -0.009146624341093262 -0.021010000362164445 0.012300383501014738 0.077920922469990009 -0.085244691343695833 -0.024308825104401032 0.0067762006638628072 -0.15130434934049847 -0.084016760536247792 -0.024497725504140061 0.094434811538085348 -0.042338303449612702 0.051740843014170729 -0.0023323837353774672 0.062220641822718525 -0.045058788686990738 -0.055434341034851967 -0.0038177459246732971 0.072624877002090221 0.018655145596712826 0.075027380138635635 -0.00016294635891233051 -0.067846770261724795 -0.002479352455559837 0.022124705974635332
leaf_weight=41 23 35 27 47 22 29 54 43 29 33 29 33 20 21 30 20 38 30 89 34 25 20 33 20 20 24 1220 30 2120 338
leaf_count=41 23 35 27 47 22 29 54 43 29 33 29 33 20 21 30 20 38 30 89 34 25 20 33 20 20 24 1220 30 2120 338
internal_value=0 0.00811774 0.0475717 -0.00622918 -0.01624 -0.0384234 -0.00352816 -0.00047895 -0.00897851 -0.0145729 0.026806 -0.00767295 -0.0209316 -0.00531807 0.00874668 0.0398549 -0.00807716 0.0136216 0.0060016 0.0155115 0.000457682 -5.21296e-05 0.000243578 0.031451 0.000537781 0.0293802 9.67888e-05 -0.033246 0.000550062 0.00467224
internal_weight=0 255 68 187 140 51 89 4322 429 371 58 338 187 167 151 53 98 60 146 123 3893 3830 3805 63 3785 57 3728 50 3678 1558
internal_count=4577 255 68 187 140 51 89 4322 429 371 58 338 187 167 151 53 98 60 146 123 3893 3830 3805 63 3785 57 3728 50 3678 1558
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=14 29 16 13 12 14 22 25 27 26 7 8 13 21 22 0 8 29 7 14 25 8 10 21 1 15 10 22 12 24
split_gain=2.11063 9.30692 25.6595 17.5487 23.3783 15.6785 13.8575 24.2139 12.7589 20.028 12.752 13.9681 17.5146 11.8017 11.095 10.7337 10.1414 10.125 10.0934 14.345 12.8343 16.0802 12.992 19.4411 9.52966 8.81588 9.85588 8.62568 9.70213 9.99307
threshold=0.056389590295561932 170.00000000000003 231.50000000000003 108.75236531194791 1052.5208254135143 0.0013336216839677049 -0.0060274035236001127 0.15986987546383119 7.5000000000000009 6.5000000000000009 742.22724086653773 963.39544513457565 70.65785792944574 0.60610555863671778 0.20830293596998758 384.37084819029945 922.41396103896113 65.000000000000014 1216.2326379431108 0.0013336216839677049 0.72644431431085599 1462.2749798007005 143.23673542706203 0.55900689065586495 623.19515580405675 895.92499999999939 396.76142973174814 0.098609230301068343 1566.1042393603234 0.57105407896203142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -4 7 -1 9 14 11 12 -8 -11 25 -14 17 -12 19 -18 21 22 23 -21 -23 -7 -27 -24 29 -29
right_child=-2 2 5 -5 -6 8 10 -9 -10 13 16 -13 15 -15 -16 -17 18 -19 -20 20 -22 24 27 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0073126338990563049 0.0023894645231673471 -0.11776923226813477 0.085364549914374949 -0.11165430852653165 0.0065764565848641932 -0.023902940207294054 0.071087399987797992 -0.13235044462517614 0.021371824076563559 -0.034512535458610903 -0.0015633590033520826 0.059372222076540131 0.0068046491960445368 -0.13027984804727816 -0.065170983956860648 -0.059286059233649026 -0.08226968681119616 0.092268211653699056 0.0012888991056631011 0.025803736465818745 -0.088360605873167519 -0.10554662183636712 -0.016365621620207094 -0.082793291524285453 -0.019868278065148525 0.076405866630375394 -0.0083678137588625145 0.00010102148306496599 0.10550731917843224 0.08054352745859196
leaf_weight=59 2045 21 20 38 54 35 38 21 102 31 23 73 161 22 21 29 32 23 1410 34 20 21 32 32 34 32 24 47 20 23
leaf_count=59 2045 21 20 38 54 35 38 21 102 31 23 73 161 22 21 29 32 23 1410 34 20 21 32 32 34 32 24 47 20 23
internal_value=0 -0.00192988 -0.0159269 -0.0562911 -0.0282403 -3.43609e-05 0.000696199 -0.0401351 -0.00643128 -0.0236187 0.00228806 0.0213015 0.00911217 -0.074265 0.000347916 -0.00328288 -0.00098038 0.0453524 -0.00223041 -0.0190515 -0.0113596 -0.00502207 0.00889169 -0.0268494 -0.0525818 0.0154677 0.0400743 0.028227 0.0440822 0.0265321
internal_weight=0 2532 400 113 75 287 2132 80 267 165 2052 301 228 53 112 190 1751 46 1705 295 263 243 188 66 55 91 56 122 90 70
internal_count=4577 2532 400 113 75 287 2132 80 267 165 2052 301 228 53 112 190 1751 46 1705 295 263 243 188 66 55 91 56 122 90 70
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=28 4 19 4 0 19 9 6 0 26 0 19 0 7 12 28 0 12 7 12 1 13 1 26 15 21 15 0 12 13
split_gain=1.83547 8.51648 8.06274 7.47474 6.96364 13.3869 12.4107 7.30133 6.58701 5.64174 5.16607 5.13226 5.04556 8.85357 5.82679 3.92537 3.15659 6.03126 4.56813 10.2605 9.48212 11.2797 9.19539 11.1184 11.2496 10.2221 7.62414 7.38793 14.3141 6.34442
threshold=23.500000000000004 820.12047266020238 1.1361939225989832 739.66545602538724 427.77380952380958 1.2422351892582977 167.69473335854767 355.49115790905995 503.02582111134069 5.5000000000000009 291.30407340158962 0.99340254173804332 761.86647727272737 2091.2261813204723 1639.5544701634674 25.500000000000004 1213.1456228956231 2462.7901485220959 2142.715379123711 1499.7597840451156 1288.0502013682296 91.975548460228211 909.72495388912319 1.5000000000000002 1538.4500000000003 0.61475455451359873 1388.2999999999986 812.06666666666672 2316.2102004676603 94.554001147919692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 -3 4 5 6 11 10 15 -8 -7 -2 14 -14 -10 -6 18 -18 22 -20 21 -21 -1 24 -24 27 -27 28 -25 -26
right_child=1 2 -4 -5 8 7 9 -9 12 -11 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 23 25 29 26 -28 -29 -30 -31
leaf_value=-0.0017173102469885905 0.029209926870102307 0.018800647048787637 -0.056911000599845864 0.062227838343152632 -0.008314278781414032 -0.0052255103927712106 0.095041155908903524 0.040839941019103647 0.00044267578993605663 0.039797885093445839 -0.061691076652361801 -0.028832001507282257 -0.073974495604634288 0.013139058489884651 0.049456618843334063 -0.063305111381190798 -0.0087069005313280389 0.047634450976099627 0.0086056277366878941 -0.098179534127314894 0.0035769268249471985 -0.026856778168722114 0.098869703710079193 0.085284256310232232 0.037023866868705728 -0.084391992175508121 -0.0093127303903824399 -0.022693645318641383 -0.0043013287708163267 -0.0091559724438758129
leaf_weight=3336 39 22 39 26 25 43 36 21 79 38 26 25 20 28 35 27 38 38 128 30 60 85 23 31 102 21 38 34 42 42
leaf_count=3336 39 22 39 26 25 43 36 21 79 38 26 25 20 28 35 27 38 38 128 30 60 85 23 31 102 21 38 34 42 42
internal_value=0 0.00553957 -0.0296052 0.0101204 0.00705526 0.0192156 0.038784 -0.0107892 -0.00590065 0.066673 -0.0265024 0.0065373 0.00403924 -0.0231583 0.0154908 -0.0368672 -0.000723921 0.0194638 -0.00111019 -0.0129111 -0.0286491 -0.0454627 -0.000135624 0.0157097 0.0339275 -0.00261773 -0.0360359 0.0158091 0.0337419 0.0235547
internal_weight=0 529 61 468 442 228 138 90 214 74 69 64 162 48 114 52 4048 76 3972 303 175 115 3669 333 167 166 59 107 73 144
internal_count=4577 529 61 468 442 228 138 90 214 74 69 64 162 48 114 52 4048 76 3972 303 175 115 3669 333 167 166 59 107 73 144
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=11 7 25 23 15 12 9 2 11 18 18 21 16 20 14 26 26 18 18 8 23 15 18 27 16 18 2 0 16 16
split_gain=2.01742 17.2475 12.3841 6.88388 7.0961 7.36184 6.716 9.46761 6.70407 6.46764 11.6414 13.7218 9.42138 9.13712 8.07443 11.0838 26.8711 7.91491 12.8047 7.55214 7.10074 8.63102 6.2185 10.9602 10.8286 14.6342 14.2084 13.3622 22.2486 9.26319
threshold=178.11305880450732 188.57660528718677 0.80426942186953887 0.70691666416901933 1907.5499999999997 2701.6664969903095 430.63962361231029 929.88134676354332 181.63671535086931 1.3213921907029424 1.2242822430538591 0.19107351648235341 210.07500000000002 4.3933549857378633 0.11090457021075066 1.5000000000000002 3.5000000000000004 1.2610443929532933 1.2441638047367174 307.67501888899841 0.66896118017222694 1007.5000000000001 1.3268754248335484 8.5000000000000018 594.07500000000016 1.1367725924256364 476.38446370376408 339.18560606060612 314.12500000000006 99.300000000000011
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -6 9 -8 -3 10 13 -12 -13 -1 15 -11 -17 18 -14 -16 21 -18 23 29 25 -25 -27 -28 -29 -10
right_child=1 2 -4 4 5 -7 7 -9 22 14 11 12 17 -15 19 16 20 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0058637260549610215 -0.094028335437178617 -0.037545320929493753 -0.075617952373894792 0.07811877032741904 -0.0035115698109502384 0.064109207051140926 -0.086071306043304513 0.011230335086584092 0.061765464460072306 -0.00069546104209856116 -0.04677557323127985 0.068652574721277823 0.043092675327227034 -0.057091205008327962 0.0017548712623030158 -0.13859248234975069 -0.029275957164354622 0.052977624599589039 -0.051715274740542688 0.045431977312040073 -0.060481504350900654 0.042375745187545645 0.0054694767532315856 0.037653463992934962 -0.089803422242403036 -0.077640880089577133 0.039699858192886628 -0.12293369044505416 -0.0038409800719349618 -0.0021618478963530592
leaf_weight=585 20 50 22 20 69 21 20 20 23 213 20 71 29 24 284 22 40 44 28 46 26 29 1061 39 23 46 35 21 62 1564
leaf_count=585 20 50 22 20 69 21 20 20 23 213 20 71 29 24 284 22 40 44 28 46 26 29 1061 39 23 46 35 21 62 1564
internal_value=0 -0.00146658 -0.000860807 -0.000318732 0.0242397 0.0122666 0.00300546 -0.0374205 -0.00124261 0.00411226 0.0101518 0.0316224 0.0407384 0.00338274 -0.00321754 -0.0142783 -0.0390059 0.0211156 -0.00347965 0.0078432 -0.0159438 0.000838526 -0.000611043 -0.00416947 -0.0247731 -0.0174052 -0.0304984 -0.0121208 -0.0339729 -0.00123537
internal_weight=0 3076 3056 3034 110 90 1501 40 2924 1461 801 192 172 609 660 330 117 101 57 330 95 69 2874 1813 226 203 164 118 83 1587
internal_count=4577 3076 3056 3034 110 90 1501 40 2924 1461 801 192 172 609 660 330 117 101 57 330 95 69 2874 1813 226 203 164 118 83 1587
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=15 22 13 3 1 18 15 28 15 1 2 17 17 22 21 18 18 3 13 5 4 11 11 11 26 17 13 3 26 26
split_gain=1.77714 4.31915 4.48999 4.6195 5.96754 6.35555 4.33562 6.28021 5.41082 4.2213 12.5438 8.50021 13.6833 4.06543 5.0035 4.01108 3.78831 3.40861 4.28181 3.21637 6.1864 3.01387 17.1045 7.22924 5.85898 11.7014 11.0894 5.91542 5.90976 5.46025
threshold=2650.1499999999992 0.36214159694806453 197.97104653894809 1414.8188224564108 1243.7514255204094 1.210143273804287 2749.1999999999994 7.5000000000000009 2857.0000000000005 1082.7350638307273 1301.6291525710633 0.98737376782808683 1.0410001052199636 0.2248918937824467 0.52973989965031121 1.1216631359218698 1.1935239740876133 1292.7201383532195 125.83077267698577 1319.2355962652198 1340.1024453271868 813.37235528334725 773.12166666666678 748.75099582240364 1.5000000000000002 1.0359004291477525 100.9953152111047 1006.0124257686366 17.500000000000004 37.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 6 5 -5 -2 -8 -9 10 19 -11 -13 14 -6 -15 -4 18 -14 20 21 22 23 29 25 -23 -26 -28 -29 -1
right_child=1 -3 16 4 13 -7 7 8 -10 11 -12 12 17 15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00014604131144637416 0.063295103645040873 0.050370268523693085 -0.05546579604799097 -0.057956014851267605 0.03680108960717917 0.007464426507552465 0.047648092989738176 -0.038850724926361671 0.015498113078666071 0.034076052904129031 0.075296325998550115 -0.094011673688888561 -0.064819676393554335 0.013812501728534699 -0.017468666386507129 -0.037084346249078713 0.0014313109442591668 0.0054390292682430959 -0.0041088440670416912 0.037707885710353203 -0.044424692506436263 -0.00021830738211671511 -0.08170813264038701 0.056837801025672402 -0.066973796337842936 0.10070026136236265 0.037637261901464727 0.019910761527717116 -0.04497919774055481 -0.029611297498922797
leaf_weight=3631 21 21 22 33 65 27 39 26 62 27 22 25 21 32 23 30 25 55 26 22 32 27 26 22 20 20 54 32 25 64
leaf_count=3631 21 21 22 33 65 27 39 26 62 27 22 25 21 32 23 30 25 55 26 22 32 27 26 22 20 20 54 32 25 64
internal_value=0 0.00615094 0.00385808 0.00767315 -0.00186308 -0.0285168 0.0212043 0.0142444 -0.000559498 -0.000631245 -5.29517e-06 -0.0168775 -0.0277101 0.00879841 0.0226169 -0.010815 -0.0252014 -0.0114598 -0.031235 -0.000422059 -0.000634267 -0.000276885 -0.00088148 -0.000316106 0.0124366 0.0427258 0.00156947 0.0139196 -0.00854975 -0.0006564
internal_weight=0 426 405 358 210 60 148 127 88 4151 3997 154 127 150 88 62 47 102 47 3975 3953 3921 3743 3717 178 47 131 111 57 3695
internal_count=4577 426 405 358 210 60 148 127 88 4151 3997 154 127 150 88 62 47 102 47 3975 3953 3921 3743 3717 178 47 131 111 57 3695
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=14 2 13 13 27 22 27 14 19 22 22 2 26 19 8 13 22 23 13 25 19 24 23 10 15 10 15 13 13 17
split_gain=1.88134 5.67537 3.7051 7.17067 5.97157 5.05363 13.8664 7.16643 7.19902 3.86264 5.71848 4.72531 6.77315 5.90876 6.07744 3.66873 3.58968 13.0533 9.46365 5.64209 8.82211 7.65375 21.2917 8.19586 7.51835 10.3109 11.4736 13.5002 7.14885 12.7282
threshold=0.4060108305024312 929.88134676354332 69.028888481291276 75.997462961364548 8.5000000000000018 -0.21807160581133792 6.5000000000000009 0.44031962019833321 0.95245918752268144 -0.14878162534491077 -0.116483284966207 485.58248283872922 16.500000000000004 0.64893133054362895 159.07805013809192 165.52450021572187 -0.11969423729783349 -0.14182208568722651 90.357338201597102 0.044033483287599637 1.2016203154106992 0.02614499314284786 -0.32575161888957543 97.005855081199925 895.92499999999939 62.907646457699364 367.50000000000006 77.971981501993227 94.554001147919692 1.4311643640566116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 -4 5 6 -5 8 -7 -9 -11 13 15 14 -12 -13 17 19 -19 21 -21 24 -23 -24 25 26 -1 -28 -26 -30
right_child=1 -3 3 4 -6 7 -8 9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 -25 28 -27 27 -29 29 -31
leaf_value=0.019721128365823203 0.031528734007761593 0.049563396781949064 -0.045122825863654729 -0.0028869764736065501 -0.042181076847303378 0.078048172819873571 0.095012641730515865 -0.027441236496503863 -0.0039854953810572625 0.04333605871150463 0.0092173384916451242 -0.074524980131536731 0.022019669674336911 0.041171037400555277 -0.055313067054376011 -0.016533614546060563 0.00051676935541693887 -0.0065895240221704766 -0.095394799233015096 0.079901152160018696 -0.0033554285019636158 0.047282755978050685 -0.039648515358567241 -0.12229161776602269 0.012823787025575127 0.015510317008105691 -0.0089603220722798641 -0.11155111567805642 -0.10411140068123739 -0.007773428107611835
leaf_weight=35 42 28 32 39 26 23 23 56 20 29 54 24 20 36 20 20 3493 21 28 20 35 21 30 20 28 246 29 23 24 32
leaf_count=35 42 28 32 39 26 23 23 56 20 29 54 24 20 36 20 20 3493 21 28 20 35 21 30 20 28 246 29 23 24 32
internal_value=0 0.00584193 0.00320357 0.000384475 0.00411841 0.00742551 0.0334306 0.00208672 0.039893 -0.00419 0.00222414 -0.00462785 -0.0262325 0.00794211 -0.00822331 -0.0481653 -0.000703606 -0.00790423 -0.0573354 -0.00344359 0.0269197 -0.00686569 -0.0372162 -0.0727058 -0.00169809 0.0050458 -0.0245435 -0.054337 -0.0284328 -0.0490611
internal_weight=0 492 464 422 390 364 62 302 43 259 203 174 64 110 74 44 4085 592 49 543 55 488 71 50 417 333 87 52 84 56
internal_count=4577 492 464 422 390 364 62 302 43 259 203 174 64 110 74 44 4085 592 49 543 55 488 71 50 417 333 87 52 84 56
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=29 26 26 0 0 16 6 23 6 1 13 17 20 15 19 24 19 8 20 16 11 20 9 8 8 26 19 1 13 6
split_gain=1.65626 5.64449 8.66539 7.65745 12.7632 14.3433 8.10412 7.20713 7.17352 16.5462 6.74974 6.33985 10.1536 5.21901 5.6272 5.92794 5.64934 9.79799 5.07051 11.6938 12.1857 10.5279 6.04596 8.1246 11.9242 4.98359 6.28765 9.56931 7.6897 8.65442
threshold=65.000000000000014 12.500000000000002 6.5000000000000009 304.10883924818353 536.43145161290329 451.17500000000007 375.31945073905337 0.8544261503485503 154.04419224233541 368.59832935560866 63.045879695366928 1.0313997090896716 2.0270134847745744 737.29999999999939 1.3436319784946884 0.85622268749566366 1.1975967712772067 2746.2096991468347 4.5839171984375469 118.95000000000002 144.27073066957442 3.9256401687853946 218.51472510572859 803.2496061917949 501.19979784366581 12.500000000000002 1.2179645413389635 517.75299980131922 104.36388008587203 216.23636101565225
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 -5 8 9 -1 -10 12 -12 -14 15 16 -15 -18 21 -20 -21 25 23 24 -23 -2 28 -28 -27 -30
right_child=18 -3 3 4 5 -7 -8 -9 10 -11 11 -13 13 14 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0053459616785403348 0.0032717194496172963 0.018732651284706123 -0.075777648088450611 -0.014280516688564891 -0.1082968185345332 -0.016376521467263327 0.056620760128966399 0.050456943176686767 -0.048435685278049541 -0.1076419013951506 -0.065673888315047543 0.0099428929092441054 -0.050434121421792294 -0.066730693306611938 0.011487672024188524 0.036765595818869769 0.0052921507973223928 -0.060488318489684216 0.069481941206114631 -0.061146159131418576 0.040899142444133757 0.0052693168632686142 -0.064495402015745648 0.020373311729447261 -0.09791328378376507 -0.041964683451806199 0.0040767731517553328 -0.092574515069524452 -0.045193713382704538 0.0058486396251783632
leaf_weight=64 2684 108 26 38 24 58 28 26 28 21 28 427 22 23 188 20 84 31 35 22 25 24 34 37 21 48 20 21 37 325
leaf_count=64 2684 108 26 38 24 58 28 26 28 21 28 427 22 23 188 20 84 31 35 22 25 24 34 37 21 48 20 21 37 325
internal_value=0 -0.00311373 -0.00519068 -0.0257268 -0.0169341 -0.04328 0.0157988 -0.00147625 -0.00291884 -0.0306191 -0.000152071 0.00149063 -0.0076233 -0.00320641 -0.000203494 -0.0141145 -0.0214884 -0.01244 0.00116216 0.0257211 -0.00686674 0.000542711 -0.0290409 -0.0143403 -0.0428826 0.00163735 -0.00808912 -0.0454275 -0.00435528 0.000631604
internal_weight=0 1244 1136 174 148 82 66 962 936 85 851 823 396 368 346 158 138 115 3333 82 47 3251 116 82 45 3135 451 41 410 362
internal_count=4577 1244 1136 174 148 82 66 962 936 85 851 823 396 368 346 158 138 115 3333 82 47 3251 116 82 45 3135 451 41 410 362
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=2 27 2 2 19 28 27 25 14 4 4 4 25 14 19 18 13 16 2 12 19 23 25 17 19 14 13 12 9 9
split_gain=1.90709 6.20956 3.24499 8.08143 13.1644 8.94916 7.13973 5.5207 6.18208 5.44445 12.7966 8.56325 10.1528 6.71395 6.4848 5.01626 14.8123 9.17844 5.01521 5.46409 14.8999 5.38735 4.84569 4.75423 4.87905 4.59749 4.51857 5.89192 4.08409 19.6433
threshold=169.57363348570249 7.5000000000000009 345.86743398779663 380.9250999633519 1.2159890249931822 7.5000000000000009 11.500000000000002 -0.036966594927621103 0.049824826877205554 143.92470712658641 191.30777786869439 112.80796437146817 0.002479914804758641 0.027733491969066035 0.76057712013377599 1.0476727471998784 129.12814905836552 429.02500000000003 403.34307409281229 357.5945367672154 1.4967273977164812 -0.17294465883016946 -0.065165578345229694 2.1470623045628705 0.71297148521339315 0.29380602821284801 102.92732623865352 1197.5208621394106 238.79166666666671 248.75500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 7 -6 15 -4 -9 11 13 14 -13 -11 -2 16 -5 -18 21 20 -20 -17 -15 24 -21 -10 27 -24 -12 -30
right_child=2 -3 3 6 5 -7 -8 8 25 10 28 12 -14 22 -16 18 17 -19 19 23 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001745204022154212 0.027190008617061025 -0.056775428957538676 -0.033746138571158928 -0.069050191579068582 -0.10885994857096154 -0.029426768547981177 0.048701575764765345 -0.023937962979078294 0.069087600043934327 -0.071934094458170561 0.017210047466943237 0.012670793291181327 0.10465256385505201 -0.050021605273442606 -0.044571334691718228 -0.011027710906429483 -0.016289604722328908 0.061828702475343437 -0.097509063851265676 0.035387276038527489 0.010894754843320698 0.042857104804239828 -0.0094433886045551755 -0.038056860794313252 0.00024998218102688803 0.0035311309341341263 -0.028990279296413065 0.055584671136669143 -0.087261241156121966 0.01665418696290032
leaf_weight=66 34 25 34 41 23 37 30 25 23 23 326 24 24 28 20 28 53 21 21 40 32 55 38 32 3282 20 40 22 23 87
leaf_count=66 34 25 34 41 23 37 30 25 23 23 326 24 24 28 20 28 53 21 21 40 32 55 38 32 3282 20 40 22 23 87
internal_value=0 -0.0143319 0.000290727 -0.000854961 -0.0227083 -0.0598762 0.000118972 -0.000844906 0.0156057 0.00660448 0.00289897 0.0279294 0.0586617 -0.02219 0.000611733 -0.000285322 -0.0208348 0.0058791 0.000391811 -0.000199867 -0.0320577 0.0246791 -0.0132516 0.000303552 0.000673068 0.0385962 -0.00295597 0.0144002 0.011588 -0.00507358
internal_weight=0 91 4486 3797 162 60 3635 102 68 689 587 102 48 151 54 3605 115 74 3490 3407 53 83 128 3354 3322 43 100 60 436 110
internal_count=4577 91 4486 3797 162 60 3635 102 68 689 587 102 48 151 54 3605 115 74 3490 3407 53 83 128 3354 3322 43 100 60 436 110
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=13 5 10 10 17 3 28 18 2 17 17 25 17 28 23 14 8 3 8 8 29 2 24 25 18 7 21 29 18 23
split_gain=1.71228 11.8877 1.90809 13.5009 8.20893 5.03794 8.93405 11.705 7.14905 6.4803 3.45891 7.21656 5.88973 7.79316 3.41352 3.33507 6.57468 13.9123 10.3558 11.0468 9.14165 9.80373 6.02106 16.2583 12.6181 10.4174 9.07848 8.33252 26.4329 14.0641
threshold=305.50118906064216 446.50780422183527 62.907646457699364 64.988815372622597 2.1470623045628705 247.37699734202531 5.5000000000000009 1.5445280072883234 321.27319785935686 1.1427058591986508 1.9177011940454805 -0.02842599086314752 1.7870825887276205 2.5000000000000004 0.17916488908544861 0.057215942891136233 901.46174307620106 736.78643905114507 840.29891507669288 803.2496061917949 200.00000000000003 1065.4584767717388 0.47594033152107679 0.46036377699913583 1.0727414859246889 997.08367842875361 0.68487235514557498 185.00000000000003 1.2345559481700137 0.62459515877599459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 10 8 9 -8 14 -7 12 -12 15 -14 -1 22 18 -18 19 -17 -19 -22 24 26 25 -5 -24 -25 29 -29
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 16 17 20 -20 -21 21 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0011556131800059585 0.025536342430859806 -0.071490517582582389 0.061791326214895692 -0.096957801974245486 -0.055726911285175734 -0.031717698178861456 -0.090556451532933305 -0.001774934044590703 0.046789719710747406 0.041151648874466235 -0.0040263070848375335 0.069913493125403126 -0.08190814975183458 -0.0044301811102274305 -0.042567288049560212 0.0022996599049226736 0.073090353689622134 -0.02157700193130364 -0.048569225475717431 0.062705861512691738 -0.0048827087185506169 0.079682423933767357 0.025166945883205963 0.002652956332276545 -0.0049737638799588696 -0.0037848594642820813 0.10962455615401268 0.040061083921166356 -0.11879797329505284 -0.042320624925196171
leaf_weight=209 28 23 36 28 26 23 33 27 30 26 33 22 20 37 22 1293 42 59 39 31 29 26 35 1313 939 21 20 43 24 40
leaf_count=209 28 23 36 28 26 23 33 27 30 26 33 22 20 37 22 1293 42 59 39 31 29 26 35 1313 939 21 20 43 24 40
internal_value=0 -0.0182209 0.000205317 0.000817956 0.000285179 -0.00667611 -0.0247326 -0.0506048 0.000864705 0.00694767 0.000640899 0.0255496 0.000301711 -0.0316154 -0.00509958 0.000758586 0.00444374 0.0238904 0.00221801 0.003714 0.00576405 0.0350935 -0.00151415 0.00253242 -0.00755533 -0.0570265 0.0558788 0.000466184 -0.0263678 0.000359056
internal_weight=0 51 4526 4156 4120 370 109 60 261 49 4094 55 4039 57 231 3982 1519 156 1363 1324 114 55 2463 1475 988 49 55 1420 107 83
internal_count=4577 51 4526 4156 4120 370 109 60 261 49 4094 55 4039 57 231 3982 1519 156 1363 1324 114 55 2463 1475 988 49 55 1420 107 83
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=11 7 19 19 11 15 3 6 14 10 28 0 16 29 19 6 29 14 6 16 19 0 7 6 14 0 15 8 10 11
split_gain=1.85501 13.0428 6.49968 8.5318 7.97646 10.0315 6.50582 6.37743 6.13742 5.57984 15.46 16.1009 6.09341 8.37226 5.98335 5.95025 12.3539 12.7894 6.02273 8.01134 11.473 7.30857 13.1472 9.56356 9.51612 8.68784 7.97846 7.82946 8.3553 6.87425
threshold=174.73520464601771 188.57660528718677 1.1246244908430414 1.097133203767094 140.09710610932478 906.09999999999957 282.05278956541844 52.314927458092349 0.020369118235529508 72.308887620752273 14.500000000000002 294.72875389721418 113.50000000000001 65.000000000000014 1.2422351892582977 217.85806884834113 185.00000000000003 0.044756971299396174 241.59764743757998 174.50000000000003 1.0592687470405029 319.73082386363643 1162.2034717359882 251.0294208801204 0.36639755148079139 294.72875389721418 837.62499999999989 647.51810546273543 117.33256294300652 279.24358977255275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -4 -7 10 11 -3 13 -11 -15 16 -14 -18 -17 20 -20 22 24 -23 25 27 -27 -21 -29 -22
right_child=1 9 7 -5 5 8 -8 -9 -10 12 -12 -13 15 14 -16 18 17 -19 19 21 29 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00044292129633160594 -0.079909239194932438 -0.10883332841957992 -0.050653838484302272 0.05795446137587229 0.026532352884085134 0.028768036901950841 -0.024383368557067339 -0.0012349236118109348 0.098838966608047488 -0.0035879357311535964 0.053890909468755126 -0.012139562933760532 -0.0038517190922496831 0.024002807531505826 0.09359926918432826 0.01907359445178361 -0.12281256206333638 -0.018111375479825907 -0.086322955124080183 0.032277757729853279 -0.057941524473869278 -0.050709901692775589 -0.062992310561239717 -0.00073101790378811763 -0.034180041442492176 0.03364824705685561 0.11010100756372726 -0.06116406118327921 0.01403299171063635 0.0047520449003906383
leaf_weight=418 21 26 27 36 78 25 37 795 25 55 20 51 159 30 21 161 20 28 25 116 23 39 20 2093 28 39 21 22 45 73
leaf_count=418 21 26 27 36 78 25 37 795 25 55 20 51 159 30 21 161 20 28 25 116 23 39 20 2093 28 39 21 22 45 73
internal_value=0 -0.00136467 0.00296988 0.0107092 0.00779186 0.0264092 0.0101508 -0.00285817 0.0638035 -0.000835154 -0.0244429 -0.0447894 -7.63876e-05 0.0234748 0.0526602 -0.000933678 -0.0172744 -0.0617369 0.000316792 -0.000870254 -0.0259821 0.000383782 0.0152495 -0.00164527 0.0210238 0.0273848 0.0604067 0.0165579 -0.0106586 -0.0102683
internal_weight=0 3136 1441 619 583 165 115 822 50 3115 97 77 3018 106 51 2912 207 48 2705 2544 121 2423 291 2132 271 243 60 183 67 96
internal_count=4577 3136 1441 619 583 165 115 822 50 3115 97 77 3018 106 51 2912 207 48 2705 2544 121 2423 291 2132 271 243 60 183 67 96
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=1 1 29 0 21 27 2 3 22 10 10 7 7 14 6 9 1 3 22 6 3 6 22 16 0 2 2 7 14 15
split_gain=1.6862 4.76991 7.25471 3.82195 3.59721 4.01029 3.25008 4.61631 9.80458 5.84695 15.7138 6.02471 6.23526 9.00488 8.2594 8.22278 9.55719 11.878 5.31571 4.35594 9.72723 5.44008 5.22164 4.90157 5.95894 8.13168 6.99428 7.75256 5.92618 7.30577
threshold=117.2628384871261 146.85002548192645 125.00000000000001 121.35361505607575 0.16776956610190971 9.5000000000000018 169.57363348570249 247.37699734202531 0.19476593378722354 56.902140961414204 51.632209119496864 157.07072665386542 246.16933684135412 0.081320626141679994 266.91568239292718 170.27540309322484 329.25419427469882 319.20634135140421 -0.19996291601426774 204.54191505216099 225.82435242479667 182.57118702869224 0.030291182847133467 308.67500000000013 355.39603903227675 305.79141243722557 289.67394042721622 204.43170474230891 0.10464615953287169 495.50000000000006
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -1 -6 -3 8 19 10 -9 -11 13 -13 15 16 18 -18 -15 21 22 23 -21 24 25 26 27 -8 -27 -30
right_child=1 6 3 -5 5 -7 7 9 -10 11 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.019219748750661635 -0.070729436694333944 -0.030687207662883926 0.027282878502526066 -0.029349505299559011 0.048158860909087324 0.0043752323048046006 0.024026835958179817 0.015263693305579099 0.07494324558541518 0.033523714055907199 -0.086588427025292611 -0.067209767463106307 0.00024220154571210945 -0.026146838789281902 0.043276706581505453 0.030380355207056838 -0.11454914236356589 -0.025211325514575712 0.034727344805231465 -0.015044135138116503 0.019531366476439872 0.048012917954474689 -0.081530494987964636 0.047323243712474199 -0.035799006773253067 0.032646486870944506 0.07483877297490836 -0.04342992636331474 -0.0069131299694801911 -0.076735942472111102
leaf_weight=28 24 34 22 26 35 52 115 33 22 52 28 31 3568 32 26 29 22 46 26 27 48 37 21 28 34 20 22 20 47 22
leaf_count=28 24 34 22 26 35 52 115 33 22 52 28 31 3568 32 26 29 22 46 26 27 48 37 21 28 34 20 22 20 47 22
internal_value=0 -0.00030814 -0.0258385 -0.003393 0.0119558 0.0219893 0.000110581 0.000350968 0.0097906 -0.000771701 -0.0314881 -0.00028274 -0.000747802 -0.0174098 -0.00888047 -0.0176294 -0.0286793 -0.0541147 0.00114159 0.00654036 -0.0123003 0.011783 -0.0441319 0.00743067 0.00344142 0.00886489 0.0225538 0.0140332 -0.0152829 -0.0291755
internal_weight=0 4462 72 48 115 87 4390 4356 463 3893 61 3832 3780 212 181 155 126 68 58 441 96 345 48 308 280 246 157 135 89 69
internal_count=4577 4462 72 48 115 87 4390 4356 463 3893 61 3832 3780 212 181 155 126 68 58 441 96 345 48 308 280 246 157 135 89 69
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=27 20 26 19 10 18 4 25 14 14 18 18 19 28 18 15 0 18 20 25 12 19 7 0 14 25 12 4 0 20
split_gain=1.72347 8.17159 9.08187 14.3855 18.2439 18.9671 9.08746 8.35822 12.2884 9.43572 8.59133 9.3339 12.9693 11.6812 8.1931 6.20443 6.03132 5.56822 5.20505 12.7196 8.38479 12.8859 7.9297 6.68342 5.05029 9.14259 5.04628 5.99329 5.04097 10.1386
threshold=8.5000000000000018 1.5771345683840228 1.0000000180025095e-35 1.0625739225949797 161.9356514845777 1.4680721529385792 120.62272727272729 0.69672144657333945 0.00026367672846278642 0.46568028094203323 1.1179395978375213 1.2242822430538591 1.1317000375624831 3.5000000000000004 1.2495989888294614 1787.7499999999989 342.8647118809169 1.826010062383211 3.1781962628254479 0.26424854714384832 2075.4680415658854 1.1378347343972208 558.70960734602193 429.59578947368431 0.040845971956336782 -0.048573968699003441 2343.9383509833592 361.46052555523369 144.67742678681142 4.0896700728144575
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 -4 9 -9 10 -8 12 16 26 -10 -16 -12 -7 19 20 21 -15 -20 -22 -2 -26 27 -13 29 -6
right_child=1 2 6 4 28 17 7 8 14 -11 11 13 -14 18 15 -17 -18 -19 22 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010522289527160288 0.0087595947086811076 0.053266090016674122 -0.059360566611091292 -0.11643567524022527 -0.085735000437125564 0.0083712392486631881 0.060920573948394688 -0.0061130113456220854 0.10147484250677129 0.068482561185956012 -0.036987040644245489 0.03373944958021196 0.017003424741841598 0.050485393811355944 0.011380517821420324 0.075471657741328954 -0.10788202821498825 -0.060713940467685461 -0.021266172978061219 -0.075774488146557961 -0.070194379189051692 -0.023044696693810134 0.056892686747014524 -0.0009242159815934988 -0.021139436016480131 -0.10104749511395182 0.071134037971496575 -0.012088628080156115 0.0053186367961622072 0.01495557665359229
leaf_weight=3537 22 27 21 36 20 28 21 63 24 20 28 78 29 44 44 23 21 20 27 33 30 52 25 26 45 21 20 45 127 20
leaf_count=3537 22 27 21 36 20 28 21 63 24 20 28 78 29 44 44 23 21 20 27 33 30 52 25 26 45 21 20 45 127 20
internal_value=0 -0.00357859 -0.000883585 -0.0160917 -0.0235525 -0.0615663 0.00538922 0.00747152 0.0278368 0.00118645 -0.00162341 -0.00449115 -0.0360008 0.00197662 0.0513405 0.033382 -0.0673706 -0.0204143 -0.0116424 -0.0194994 -0.00728176 0.0106566 0.0163102 -0.0380332 -0.0327336 -0.0465647 0.024548 0.0169731 -0.00443187 -0.0353897
internal_weight=0 1040 952 278 251 84 674 653 154 499 479 458 78 380 91 67 49 48 237 185 152 96 52 56 88 66 143 123 167 40
internal_count=4577 1040 952 278 251 84 674 653 154 499 479 458 78 380 91 67 49 48 237 185 152 96 52 56 88 66 143 123 167 40
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=29 4 0 23 10 29 0 18 17 17 17 2 17 14 16 17 3 0 2 3 25 25 17 17 17 3 18 11 11 3
split_gain=1.63334 4.33285 9.75443 8.22984 7.16689 15.0871 14.2373 15.4367 7.63675 6.56993 7.20831 6.51578 5.7848 8.67925 7.81516 8.29646 5.1048 9.06817 4.84681 6.9223 5.83885 5.60787 7.77397 5.03482 7.38075 4.45993 4.35119 6.6377 5.53923 4.93462
threshold=65.000000000000014 470.18567655583314 532.89032217643137 -0.20822130113646384 143.23673542706203 35.000000000000007 366.63690476190482 1.1919003621822319 0.93312261576613975 1.0204593687114529 0.99740587461646391 843.22505389479159 0.99740587461646391 0.00018944103053264972 443.07500000000005 1.6230266072454829 1054.2717124277458 482.04551630434787 1139.379348861283 949.09351263195924 0.14693428033640307 0.06085725532198432 1.1126636011836046 1.0747941839452364 1.0917664161306533 891.71018091246071 1.4339710374123016 186.51420564360265 163.70201153883579 437.61248346497786
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 16 -7 -8 -5 10 -4 -3 13 -10 15 -14 17 26 19 20 21 22 -11 -20 -25 -13 28 -28 -6 -29
right_child=-2 2 9 4 5 6 7 -9 12 18 -12 25 14 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.054153797040517274 0.0011540922328788271 0.0073968006471215294 -0.014222188638624454 0.058479414463043215 0.056410774989053607 -0.0086875388637567188 -0.029683879922543257 -0.14826906117732111 0.012255488381617601 -0.041481455527245997 -0.079268050678074367 0.082363769886168572 0.012525011714167473 -0.048572103793219648 0.065532962751129395 -0.051044765906408433 0.042129929236729036 -0.072719189794734115 0.056865173931522621 -0.060339529799031358 0.03878363273557156 -0.058036799356341366 0.041446076147258287 -0.039260305261070078 0.036474592566129664 0.028652304058554224 -0.071290156096220011 -0.030639030187226399 -7.2132677896254101e-06 0.026050652756488754
leaf_weight=37 3333 129 115 25 20 39 21 23 45 20 20 22 142 49 23 24 22 20 29 21 31 20 26 22 31 52 20 34 134 28
leaf_count=37 3333 129 115 25 20 39 21 23 45 20 20 22 142 49 23 24 22 20 29 21 31 20 26 22 31 52 20 34 134 28
internal_value=0 -0.00309211 0.00366853 -0.00824399 -0.00570488 -0.0152652 -0.0526791 -0.0916716 0.0055006 -0.00681326 -0.0238586 0.0209661 0.000820492 -0.0194525 0.0109034 0.0033342 -0.00409492 -0.00806737 0.00469236 -0.00828478 0.0029848 -0.0138298 0.00539063 0.0233668 0.00503747 0.0446206 -0.0025884 -0.0211965 0.0073198 -0.00503724
internal_weight=0 1244 538 706 669 361 83 44 308 335 135 203 283 94 189 166 278 256 200 118 97 66 46 82 53 74 236 82 154 62
internal_count=4577 1244 538 706 669 361 83 44 308 335 135 203 283 94 189 166 278 256 200 118 97 66 46 82 53 74 236 82 154 62
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=16 13 13 20 0 20 24 16 7 7 24 20 13 24 10 0 11 11 7 16 11 25 3 9 25 11 11 24 29 28
split_gain=1.84916 7.6342 7.6335 7.28461 6.67769 4.52287 4.41173 4.1735 5.23836 6.45203 3.37697 5.53678 3.16451 4.76567 3.13076 2.96506 2.77317 13.9277 4.608 5.39817 3.32477 3.38489 10.7925 13.2984 8.91442 8.89984 7.40865 6.71925 6.44674 15.5157
threshold=721.55000000000007 140.07788060479669 145.66943989360109 1.514447788667532 600.46898933468776 1.8179372842832164 -0.029735569379616533 691.50000000000011 2269.6529110999131 1452.2233171502332 0.019148412668793094 1.5590473619365186 305.50118906064216 0.081736998558477769 944.61243178390248 912.26503759398508 813.37235528334725 773.12166666666678 891.9496680384774 607.20000000000016 748.75099582240364 0.029412442235545785 532.94908002616069 397.37917325082975 0.025544206997278138 497.15020206555909 358.7980027924483 0.039480132061173907 170.00000000000003 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 -2 -5 -6 12 9 -9 -8 -12 14 -14 16 -7 17 20 -18 -20 21 22 23 24 25 28 -24 -23 29 -1
right_child=1 2 3 5 6 15 10 8 -10 -11 11 -13 13 -15 -16 -17 18 -19 19 -21 -22 27 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023071536164566437 -0.058470028970772636 0.062791107983692834 -0.047751335605978967 0.049236640311777595 0.027562320201347273 -0.026771779060363772 -0.052813768770041264 0.047987517034634948 0.066743562743067739 -0.028917369518118602 0.028081440687179566 -0.031627414436874599 -0.060800147375890193 0.0074068685621023174 -0.033553685730806103 0.024886245355010037 -0.032130689670642219 -0.075915515422821045 0.010166889126875148 0.059499565411645632 0.036136189862512623 -0.059640552848577499 0.064873037547678564 -0.073403665167764615 0.066366615962414513 0.065073315406750362 0.016104072008073938 -0.0014489886771799042 0.0042027424728129847 0.036863841877605483
leaf_weight=255 39 23 25 25 24 25 24 20 21 24 25 41 21 20 27 20 21 24 151 26 26 20 37 24 21 21 197 2523 775 52
leaf_count=255 39 23 25 25 24 25 24 20 21 24 25 41 21 20 27 20 21 24 151 26 26 20 37 24 21 21 197 2523 775 52
internal_value=0 -0.00801216 0.0110996 -0.00141513 -0.022752 0.0151335 -0.0105327 0.000504249 0.0256515 0.0060394 -0.0206913 -0.00901042 0.000118827 -0.0275284 0.000388717 -0.00381266 0.00060833 3.29856e-05 0.0121588 0.0174135 0.000494328 0.000258229 0.00424179 0.000252051 0.00182477 0.000595959 0.0238154 -0.00190665 -0.00065545 -0.0129196
internal_weight=0 271 118 95 153 70 114 4306 65 44 90 66 4241 41 4200 45 4173 3975 198 177 3951 3925 1382 1148 1124 1103 234 2543 1082 307
internal_count=4577 271 118 95 153 70 114 4306 65 44 90 66 4241 41 4200 45 4173 3975 198 177 3951 3925 1382 1148 1124 1103 234 2543 1082 307
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=2 0 6 11 9 8 2 19 15 13 15 24 18 15 17 19 0 19 24 17 13 0 2 24 15 18 21 9 9 19
split_gain=1.60207 13.6924 8.15166 9.08671 8.53911 9.93689 8.82018 10.6801 8.28686 7.22813 6.07737 23.1069 10.2956 10.1727 8.35748 7.57722 18.2214 14.1695 13.2975 18.3002 10.8187 9.64707 7.61682 7.35738 7.02189 8.40924 8.78302 8.35785 10.6111 7.03765
threshold=492.70783049529564 173.78713490774518 295.63392416489211 242.11640010465652 232.40083029738204 657.17935552407937 440.29260406408918 0.95840946530348214 1068.0999999999997 156.00176056338032 805.12500000000011 0.11111466919421643 1.5898847682942894 849.50000000000011 1.2369106293108441 0.91227430552571886 486.44331026528261 0.944908496412596 0.02614499314284786 1.4491012639948491 91.975548460228211 423.342401491874 1051.6059466160034 0.11436597255006863 791.02499999999975 1.4489842324486875 1.2594765343287313 266.79580731328741 211.09152857364106 0.86754877166062994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 -6 -8 -5 -4 11 12 24 14 -12 16 20 22 19 -18 -15 -22 -17 -20 25 27 -27 28 29 -3
right_child=1 10 4 8 6 -7 7 -9 -10 -11 13 -13 -14 15 -16 17 18 -19 23 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019983744845277359 -0.076544698001816874 0.0217891693721677 0.049341284912644015 -0.013591901826361816 0.014376456625288046 -0.060361917414095093 0.017016404204070568 0.1042492629352637 -0.08220602063381155 -0.015451914506653945 0.086001669615507134 -0.11215088353915648 0.026609687527289261 -0.11777068753726781 0.016931747708085188 0.066487024232745176 -0.088029409601138198 -9.6731664584114174e-05 0.091976713538169871 0.02207022591804465 0.0046871756965463814 -0.070676331371068962 -0.0052794232964515691 0.015111891287520078 -0.057974994160673199 -0.078461052014702756 -0.0053675160024847304 -0.024885827662536247 0.065025019093549671 -0.044932086193934087
leaf_weight=1176 24 43 33 75 79 23 25 32 23 36 22 22 74 20 86 50 26 2302 20 36 33 35 21 33 34 31 35 68 35 25
leaf_count=1176 24 43 33 75 79 23 25 32 23 36 22 22 74 20 86 50 26 2302 20 36 33 35 21 33 34 31 35 68 35 25
internal_value=0 -0.00130756 0.00267693 -0.000439594 0.0200912 -0.00343838 0.0360083 0.0659892 -0.0296952 0.0155361 -0.000715726 -0.0127854 -0.00644904 0.000934633 0.0310015 -0.000325936 -0.0188691 0.00126035 0.00733904 -0.0241006 -0.0531183 -0.0341029 0.0452603 0.0441175 -0.0154761 -0.00937926 -0.0396993 0.00232323 0.0202865 -0.0027407
internal_weight=0 3075 1502 1274 228 92 136 57 98 69 3051 367 345 2684 108 2576 203 2373 115 62 88 68 71 53 271 237 66 171 103 68
internal_count=4577 3075 1502 1274 228 92 136 57 98 69 3051 367 345 2684 108 2576 203 2373 115 62 88 68 71 53 271 237 66 171 103 68
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=0 12 27 2 0 13 0 0 0 13 27 8 0 6 8 27 11 13 26 24 24 24 2 13 15 15 13 9 13 19
split_gain=1.47065 3.59351 6.50625 3.74763 3.01143 2.62715 10.3201 19.112 8.68965 3.96274 7.77732 6.36462 4.6915 3.7818 3.30692 3.1327 8.23499 12.4144 26.3377 11.497 13.6092 9.15687 6.13038 5.20564 8.5821 7.89512 6.08799 5.73016 6.28285 8.917
threshold=93.68155412263151 588.54293071791926 9.5000000000000018 326.73047033355493 71.05784313725492 62.991789868458007 246.80151515151519 186.63949325894936 353.10861151427196 64.172984457813357 8.5000000000000018 943.44564102564107 507.83151644263347 176.71886477462439 881.93772121875588 8.5000000000000018 106.15056452375111 72.932620759796706 4.5000000000000009 0.83061972014223062 0.81640854842158772 0.77937796862522457 332.57232217438394 135.01915715842827 2024.8000000000004 805.12500000000011 214.44132335554681 475.66161525269428 106.16082476700861 1.206794858867122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 13 -8 10 11 -7 -13 14 -2 -11 17 -17 -19 20 21 22 -18 24 27 -25 -27 28 29 -24
right_child=5 2 4 -5 -6 9 8 -9 -10 15 -12 12 -14 -15 -16 16 19 18 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.013808803267311305 0.0085313300229609007 0.067193460686132314 -0.017105516179331714 0.029893054555241879 0.031729206434734494 0.039826516266579612 0.049811280060660199 -0.097801143908873206 -0.012640904399709794 0.0010652572541082941 0.06694557867371119 -0.056777176447212696 0.010142523355104707 0.027848144123951597 -0.046526304197808108 0.0045088075292416116 0.017259649533818488 -0.15303166615111488 0.0053460531380204934 0.044794000630887849 -0.087108008228242398 0.041808266503115497 0.0095705659620053188 -0.039390064259209941 -0.066269267341704116 0.037360192888952565 -0.0089001621939241889 0.027488981861846919 -0.044030657484411047 -0.027829525894776455
leaf_weight=80 20 25 28 26 23 28 37 32 56 3290 26 20 22 24 24 39 93 21 21 48 20 42 127 31 32 66 50 33 65 128
leaf_count=80 20 25 28 26 23 28 37 32 56 3290 26 20 22 24 24 39 93 21 21 48 20 42 127 31 32 66 50 33 65 128
internal_value=0 0.00880862 0.0254033 -0.00308948 0.00491799 -0.000364771 -0.0117728 -0.0340729 0.0122057 0.000159208 0.0202429 0.00289621 -0.021724 -0.00408308 -0.0215001 -0.000310358 -0.00585665 -0.036118 -0.0738428 -0.00252173 -0.00582763 -0.00339044 -0.00642779 -0.0105686 -0.016681 0.00543995 0.0174204 -0.0121858 -0.0162772 -0.00920281
internal_weight=0 182 76 106 51 4395 193 100 93 4202 96 70 42 68 44 4106 816 81 42 735 687 667 625 532 385 147 116 353 320 255
internal_count=4577 182 76 106 51 4395 193 100 93 4202 96 70 42 68 44 4106 816 81 42 735 687 667 625 532 385 147 116 353 320 255
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=24 25 25 19 0 2 19 19 19 23 7 29 18 12 4 29 9 29 18 0 23 0 18 8 8 3 0 7 18 8
split_gain=1.45598 15.0259 10.6604 11.8808 18.0551 6.32902 5.78405 8.43449 7.61788 5.69948 5.04973 9.76221 32.2574 10.5573 11.932 7.33793 5.45981 8.09525 5.59909 10.91 7.5138 9.05228 8.1968 5.50216 10.9643 14.0829 9.48124 9.01367 7.36342 23.5489
threshold=0.48229683713748045 0.46036377699913583 0.3852638897048633 1.1660851008511692 597.40183813372016 1186.6789258360689 1.3712914343376319 1.5432075592923458 1.2449479404158903 0.4374454034709625 434.35922814952636 170.00000000000003 1.2451707285452975 1445.7460511219617 338.45977917981082 200.00000000000003 158.42403389004025 65.000000000000014 1.4321235357573028 129.35029970029973 0.75398687791718 269.75435832808239 1.5399708417462545 1899.8677966101698 1951.1595925297117 791.42358554088617 342.8647118809169 1601.7759846771403 1.1919003621822319 2230.4665477252461
decision_type=2 2 2 2 2 2 2 2 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 9 -1 4 -4 6 8 -8 -5 -2 -3 16 13 -13 -15 -16 17 -12 23 -20 21 22 -21 27 -25 -26 -27 -18 29 -28
right_child=1 10 3 5 -6 -7 7 -9 -10 -11 11 12 -14 14 15 -17 18 -19 19 20 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.00024948911563485356 0.080992899963166567 0.043431467111049976 -0.11778370558187878 0.0060556948184967048 -0.0071299221925437452 0.039008691580966121 0.057109628096222879 -0.027917204860464801 -0.06946402267169427 0.016526834092413387 -0.014807634456799583 0.04775087385039245 -0.1434870921680704 -0.083979242016895397 -0.033882224351167681 0.044383863845597143 0.0073018656804566019 0.055572679647329183 0.036375473507426002 -0.11185231694782323 0.021522398092425787 -0.0062233091242468131 -0.037894086749788301 -0.057748820017458818 0.076512788500015944 -0.055457786566788153 0.11331191956996918 0.053650679732007649 -0.011119224391381731 0.0042232590675918774
leaf_weight=2868 32 27 29 22 30 24 20 28 34 24 26 28 20 23 25 23 292 44 33 22 26 52 47 33 24 31 21 49 277 343
leaf_count=2868 32 27 29 22 30 24 20 28 34 24 26 28 20 23 25 23 292 44 33 22 26 52 47 33 24 31 21 49 277 343
internal_value=0 0.00252689 -0.00125889 -0.0243928 -0.0615191 -0.00727994 -0.0179619 0.00751064 -0.0397956 0.0533646 0.000584929 -0.000219002 -0.027651 -0.00424975 -0.024757 0.00362028 0.00225403 0.0294314 0.000732099 -0.0155856 -0.0272504 -0.0377305 -0.061475 0.00347714 -0.00142729 0.00124313 -0.00144507 0.013962 0.00116709 0.0105168
internal_weight=0 1522 3055 187 59 128 104 48 56 56 1466 1439 119 99 71 48 1320 70 1250 180 147 121 69 1070 729 696 672 341 641 364
internal_count=4577 1522 3055 187 59 128 104 48 56 56 1466 1439 119 99 71 48 1320 70 1250 180 147 121 69 1070 729 696 672 341 641 364
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=27 16 8 22 14 22 26 8 16 26 0 11 11 8 16 0 15 16 22 15 15 11 28 16 7 15 15 8 28 2
split_gain=1.69506 5.11747 4.89523 12.972 24.5174 16.386 14.5471 12.1258 10.5633 10.0825 13.7716 7.72025 7.53077 6.29581 5.91047 4.94064 4.79575 14.1166 13.1636 8.04377 19.8674 18.8123 28.0043 13.8386 7.92841 7.32302 8.81014 6.52294 6.22904 4.67565
threshold=6.5000000000000009 839.00000000000011 791.15152195988389 0.093206329098881588 0.074701291499791544 0.023519067762690585 5.5000000000000009 881.93772121875588 199.20000000000002 1.0000000180025095e-35 194.71335722181985 137.21926998388241 73.675000000000011 3305.6333333333337 505.35000000000008 617.68500948766621 1290.6000000000001 296.50000000000006 0.19685656745767591 1589.1499999999999 1831.0000000000002 511.79653036413816 7.5000000000000009 216.20000000000002 920.67000769888352 1388.2999999999986 1512.95 1739.8472556089746 11.500000000000002 1003.9756195163014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 14 -5 13 -11 12 -12 -9 -4 -6 17 -13 -19 23 21 22 -21 -18 -25 -26 -27 28 -22 -29
right_child=-2 -3 7 8 15 -7 -8 9 -10 10 11 16 -14 -15 -16 -17 19 18 -20 20 27 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.076696994778966271 0.0016118018799814134 -0.052612853143364197 0.05834746711633422 0.0095287606025718768 -0.0029081729155134512 -0.12050823169110421 0.015847857327510914 0.021324309072371164 0.091438020179048188 -0.086083760999497924 -0.011251463582739235 0.016873221864250113 0.069708790381749472 -0.034588659495453943 -0.0011279539903625846 -0.048353505421429875 -0.058627339489758012 -0.024987384439148802 -0.12021955315555846 -0.17798774851994081 0.061931071502547112 -0.00034227199438545441 -0.02017457209851431 -0.0047329444531351329 0.015465368790661588 0.1261096762973466 0.035359668626409511 -0.044950005474189925 -0.004440241808501574 -0.0013122266967784326
leaf_weight=35 2690 20 55 74 555 30 33 238 20 21 20 47 27 22 24 25 20 47 21 22 31 36 23 40 34 20 23 27 26 271
leaf_count=35 2690 20 55 74 555 30 33 238 20 21 20 47 27 22 24 25 20 47 21 22 31 36 23 40 34 20 23 27 26 271
internal_value=0 -0.00229769 -0.0017587 -0.00785706 -0.0126837 -0.0589455 -0.0317855 0.00254078 0.0269563 -0.000393585 -0.0062356 -0.00395423 0.0352576 0.0165932 0.040279 -0.00486702 -0.00663295 -0.0252694 -0.0543973 -0.00289265 -0.00953421 -0.0542231 -0.0973277 0.018244 0.0313844 0.0501466 0.077569 0.000662404 0.0316564 -0.00526599
internal_weight=0 1887 1867 772 678 98 68 1095 94 1016 756 735 47 260 79 580 688 115 68 573 436 81 45 137 117 77 43 355 57 298
internal_count=4577 1887 1867 772 678 98 68 1095 94 1016 756 735 47 260 79 580 688 115 68 573 436 81 45 137 117 77 43 355 57 298
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=20 23 18 22 19 20 17 20 24 17 25 20 13 5 7 17 6 4 5 2 7 25 19 13 26 10 7 5 19 13
split_gain=1.67454 7.121 15.8541 7.18217 6.40351 4.69492 6.48438 9.27505 8.77691 7.50024 6.67003 8.41878 7.05355 9.0928 5.70811 5.23813 4.94063 7.0019 4.80418 13.2748 5.30706 12.9189 11.7552 9.20575 6.29203 6.72533 9.34538 11.204 10.452 11.7415
threshold=1.7634609012857101 0.11360623912395111 1.1086990228491436 0.23939913277466238 0.98095596759139914 1.7199893659234926 1.4360966818508318 1.5872635584012966 0.013457518241563743 1.4083784050470936 -0.079359377448736321 1.4031323789818508 126.07808603491273 219.86332568829104 148.80040490857292 1.5697403931385303 209.53578953324731 384.89496583215117 240.4877998554617 386.82087452120544 315.93910878525759 -0.065165578345229694 1.0509193968117607 212.82291254144528 1.5000000000000002 675.69663772044316 404.58217035716012 517.02316271556276 1.0413479177556402 98.039297781695325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 9 8 10 18 11 -8 -12 -14 -10 -9 -7 -18 19 -1 -20 22 -22 24 -23 26 -26 -28 29 -29
right_child=-2 2 -4 4 -6 16 7 15 14 -11 12 -13 13 -15 -16 -17 17 -19 20 -21 21 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0051350370028310204 0.0011440665998857483 -0.048801180953159932 -0.10834729233756663 0.051213591794172925 -0.019178835688424961 0.020008625127375126 0.044808802512905949 0.080754921913146982 0.0079557427437975999 -0.063155401888347812 -0.048692082036804002 -0.031872866302728654 -0.041412948954988413 0.037385537626687441 0.070388914975855088 0.025054075681747723 -0.073396260291337972 -0.0073703583498071464 0.022335467725631081 -0.095389701910316954 -0.10264435634863647 0.015933293229254492 -0.015925664233940619 0.050089083447192734 -0.043521044687146238 -0.044005361203180285 0.077607777430897668 -0.090987862646579751 0.02410021628211461 0.0066362546756863596
leaf_weight=88 3371 29 20 24 28 20 41 25 32 21 54 22 27 32 27 52 29 36 98 20 22 137 54 39 42 49 21 22 67 28
leaf_count=88 3371 29 20 24 28 20 41 25 32 21 54 22 27 32 27 52 29 36 98 20 22 137 54 39 42 49 21 22 67 28
internal_value=0 -0.00319788 -0.0286145 -0.00892735 0.01331 -0.00087474 0.00100693 0.0130178 0.00314833 -0.00428599 -0.00804106 0.0180311 -0.0225769 0.00132521 0.0365269 0.0431388 -0.0234547 -0.0368281 -0.00248648 -0.0218489 0.00112515 -0.00319628 -0.0410284 0.00390308 -0.00101838 -0.0111598 -0.00221847 0.0103519 -0.00171969 -0.0363184
internal_weight=0 1206 101 81 52 1105 1020 312 235 708 176 63 113 59 59 77 85 65 687 108 579 481 76 405 366 229 180 138 117 50
internal_count=4577 1206 101 81 52 1105 1020 312 235 708 176 63 113 59 59 77 85 65 687 108 579 481 76 405 366 229 180 138 117 50
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=29 26 22 22 19 20 17 26 2 15 8 23 26 20 19 22 29 23 15 19 6 2 2 15 8 9 7 8 28 10
split_gain=1.60309 4.335 8.97423 5.9711 13.5269 6.82596 6.61252 6.82659 6.89509 10.5818 5.5277 5.36543 4.89392 4.83318 6.09958 9.9189 6.29485 5.07609 11.1305 4.70776 5.35114 5.30937 5.2482 7.29191 5.23036 4.35883 4.34475 5.78499 3.7173 3.62525
threshold=65.000000000000014 12.500000000000002 0.22677802085672386 -0.052448257610117864 0.86277688682837306 2.4026368706683887 1.5246760644200432 6.5000000000000009 809.06610992105709 1323.0000000000002 1967.3413072776282 0.82289078830449192 16.500000000000004 2.0193138111443498 1.1425141719494172 0.20143715563559414 20.500000000000004 0.071949411944892364 1426.3 1.1660851008511692 154.04419224233541 1146.863514531278 309.38210982207153 983.09999999999957 2746.2096991468347 418.26822398099415 451.24783111330697 215.37847587724639 3.5000000000000004 132.7680194232731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 26 7 11 9 -9 -10 13 -3 17 15 16 28 25 -19 21 -21 -16 -22 -24 -25 -5 27 -6 -15 -26
right_child=-2 2 -4 6 5 -7 -8 8 10 -11 -12 -13 -14 14 19 -17 -18 18 -20 20 22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.096712869930673739 0.0011433545137722251 0.076475876494355152 -0.026444909699699461 0.02812818475571336 -0.022843042559300863 -0.062637159921578131 0.041682169885572162 -0.010044215831905604 0.029709044485180466 -0.10403105531333257 -0.024502228409232153 0.034377622018967359 0.019433607839329063 0.046494164504110813 -0.069790068404241054 -0.01666593365624304 0.070443443772502431 -0.10079466097411656 -0.0029111128515348986 -0.039442585896262351 -0.034612247445998161 0.0014000367373228073 0.057052997916936882 0.0052977503756195992 -0.056143749802839017 -0.025605034460831025 -0.038008447499014442 0.03986881351784656 -0.012453805614748728 0.00097651693969964988
leaf_weight=22 3333 21 34 26 24 20 33 25 27 23 62 42 53 20 22 46 39 21 26 34 37 20 25 380 25 36 20 38 23 20
leaf_count=22 3333 21 34 26 24 20 33 25 27 23 62 42 53 20 22 46 39 21 26 34 37 20 25 380 25 36 20 38 23 20
internal_value=0 -0.00306334 0.0160819 -0.00488349 -0.0255953 -0.0102562 -0.00234569 -0.00382977 -0.0245315 -0.0550796 -0.00805611 -0.000461441 0.0356213 -0.00229049 0.000796573 0.0205008 0.0413505 -0.0218608 -0.0466463 -0.00368326 -0.00108694 -0.03589 0.00159087 0.00456757 0.00148019 -0.00307175 0.00251967 0.0155933 0.0149639 -0.030757
internal_weight=0 1244 108 1136 124 102 1012 979 137 48 89 842 74 800 691 128 82 109 47 563 521 42 487 450 425 62 82 62 43 45
internal_count=4577 1244 108 1136 124 102 1012 979 137 48 89 842 74 800 691 128 82 109 47 563 521 42 487 450 425 62 82 62 43 45
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=12 12 1 22 0 12 23 20 12 27 25 7 7 15 0 15 25 9 19 22 12 1 2 25 4 20 20 0 23 25
split_gain=1.49291 7.95055 7.40002 5.46406 10.1278 17.7194 9.74384 8.39952 7.9927 8.26773 13.1446 9.48141 15.7061 13.7501 11.7055 8.77903 7.58843 13.5402 14.335 11.9971 7.10087 7.6467 10.3433 6.19073 6.04426 5.66154 7.85756 5.5683 7.73839 9.53744
threshold=1853.4061695468636 1799.1190476190479 344.55900234150221 0.1934548440443539 857.49130843316902 3876.6830429518363 0.060435836046288043 2.3139019700278634 4294.2909525253426 8.5000000000000018 0.46303951605617011 1043.6095461937364 808.66923286068629 1589.1499999999999 761.86647727272737 2296.8999999999992 0.025544206997278138 159.75355085476943 1.0215698324434384 0.036664928844874357 2085.5865650920045 604.36416188784131 572.16333131978024 0.39282043898029323 383.71798175714633 2.4333300206815101 2.6574818236491717 281.87104163587759 -0.074415411832200018 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
left_child=1 -1 -3 6 8 -6 16 24 9 11 -11 12 -5 -13 23 -16 20 -18 -19 -20 21 22 -2 -15 -8 -9 -27 -22 29 -29
right_child=3 2 -4 4 5 -7 7 25 -10 10 -12 13 -14 14 15 -17 17 18 19 -21 27 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00040645852224486135 -0.014125920906115107 -0.013149128806206486 0.044714039109356993 -0.01805366620522093 -0.0022411020604514442 0.097788498302300783 -0.042888020396684157 0.071887718034514159 -0.078270288805166885 0.070963243029459763 -0.018894106762983452 0.05554256545236478 -0.12474960440939123 -0.056926481554714539 -0.023580690994858742 -0.11727716058492661 0.023508517179224225 -0.090509894834114965 0.0072847379012066019 -0.082733538132160903 0.025911148884858681 0.03450391427170308 -0.085173259096013185 -0.0047251487228398524 0.014927713666111231 -0.016502758787899485 0.033314601758498326 -0.002203616049903137 0.018304933141413574 -0.061308938467971467
leaf_weight=2560 85 31 77 37 113 21 33 26 21 27 41 26 22 26 20 20 45 39 57 20 102 21 27 180 40 41 139 466 185 29
leaf_count=2560 85 31 77 37 113 21 33 26 21 27 41 26 22 26 20 20 45 39 57 20 102 21 27 180 40 41 139 466 185 29
internal_value=0 0.0015277 0.0281052 -0.00213509 -0.0105021 0.0134352 0.0012858 0.0179391 -0.0181392 -0.0149744 0.0167845 -0.0214989 -0.0578386 -0.0136164 -0.0209259 -0.0704289 -0.00303228 -0.0230524 -0.0411149 -0.0160966 0.00049039 -0.0208707 -0.0312534 -0.0113137 -0.0112082 0.0282679 0.0219673 0.00412341 0.000855248 -0.00566635
internal_weight=0 2668 108 1909 554 134 1355 279 420 399 68 331 59 272 246 40 1076 161 116 77 915 133 112 206 73 206 180 782 680 495
internal_count=4577 2668 108 1909 554 134 1355 279 420 399 68 331 59 272 246 40 1076 161 116 77 915 133 112 206 73 206 180 782 680 495
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=16 19 4 21 6 17 8 1 9 16 21 8 16 10 10 16 14 14 17 10 13 16 4 16 16 15 15 20 16 19
split_gain=1.76257 6.11092 6.35691 6.16617 6.86152 4.66182 5.60268 6.13459 3.34938 3.34254 3.60059 4.6861 2.30058 14.1913 3.71692 2.93863 9.99521 15.7168 7.041 5.4866 3.72181 2.34703 7.74916 2.25484 7.09849 14.9722 22.5622 14.2241 5.88065 7.80458
threshold=721.55000000000007 1.1330368732236533 1202.6470379260684 0.56931011405118803 685.36012527824516 1.4693114717200915 598.07527657527669 979.11873976449954 483.50642572434629 691.50000000000011 0.56659172772316468 1872.6919642857144 679.50000000000011 155.36955507714393 944.61243178390248 629.12500000000011 0.3262846317783567 0.053609474026128125 0.95501392838776411 130.87754995836806 71.926511870015446 616.90000000000009 772.05563210693742 480.10000000000008 441.25000000000006 827.50000000000011 681.50000000000011 2.7148064772081302 505.35000000000008 1.0108998074712796
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -5 6 -2 -8 -9 12 -11 -12 14 -14 15 21 17 18 -17 -20 -21 23 -23 24 -1 26 -26 -27 -25 -30
right_child=1 3 -4 4 -6 -7 7 8 -10 10 11 -13 13 -15 -16 16 -18 -19 19 20 -22 22 -24 28 25 27 -28 -29 29 -31
leaf_value=0.00058970926759172601 -0.05808427252552726 0.017604937683790924 0.056922168903984133 -0.079025354104694634 -0.018103799359032922 0.029930415410887114 0.030297336970559426 -0.0043845690825643638 -0.055424482896924025 0.057065335341862269 0.040890939172268631 -0.024445963294609734 -0.075094591439343425 0.022439075346503939 -0.038014425784349444 0.061273252585067828 0.075134973389946902 -0.075405745740447727 -0.036084555011863514 -0.0081385142391636259 0.048966772794723515 -0.05272166002541781 0.025953651166387967 0.023940507776485823 -0.0072974455675908507 0.011255291953383789 -0.1197699165136944 -0.079023618139326568 0.021205498503962989 -0.0052561895231068093
leaf_weight=2983 22 24 20 29 51 33 36 36 20 21 21 23 26 35 25 29 23 21 24 21 25 31 21 139 42 137 31 20 147 461
leaf_count=2983 22 24 20 29 51 33 36 36 20 21 21 23 26 35 25 29 23 21 24 21 25 31 21 139 42 137 31 20 147 461
internal_value=0 -0.00782232 0.00402792 -0.0268511 -0.0401879 -0.00316857 -0.0127499 -0.00190902 -0.0226131 0.000492301 0.0229973 0.00673756 0.000147376 -0.0191327 0.000428736 0.000660042 0.0147464 0.00317196 0.01984 0.00267473 0.022897 0.00015796 -0.0209489 0.000435121 -0.000715454 -0.0176429 -0.0550597 -0.000245206 0.00538398 0.00114162
internal_weight=0 271 167 104 80 147 114 92 56 4306 65 44 4241 61 4180 4155 143 120 99 70 46 4012 52 3960 3213 230 73 157 747 608
internal_count=4577 271 167 104 80 147 114 92 56 4306 65 44 4241 61 4180 4155 143 120 99 70 46 4012 52 3960 3213 230 73 157 747 608
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=20 23 21 15 12 27 12 6 24 20 25 25 24 23 25 21 25 18 23 12 23 27 24 10 20 12 20 15 0 10
split_gain=1.58593 5.44586 23.0826 5.59653 4.48906 10.5357 8.50054 9.4064 5.9636 5.50169 10.3543 4.93759 6.48065 9.47402 9.91596 5.24506 7.30633 6.95378 6.74352 6.44978 5.72656 6.59635 4.59398 4.42034 3.86948 3.68258 7.04577 4.30296 6.05326 5.95849
threshold=1.7634609012857101 0.11360623912395111 0.68487235514557498 2045.3500000000001 697.17348701194703 3.5000000000000004 1100.7455622039727 249.82048905146067 0.071721710637200828 1.7199893659234926 -0.026073519384329436 0.028077679766728165 -0.020985817820185441 -0.045776866115370081 -0.046770190791332031 0.83909848045844371 -0.065165578345229694 0.80576716871277354 -0.25012505790156869 2512.5116016213501 -0.17294465883016946 7.5000000000000009 -0.03734794892746663 99.094396610169511 1.626441923371152 2062.1775029916239 1.6443134544702624 485.50000000000006 269.75435832808239 388.31264967248927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 -6 9 11 -11 12 13 14 15 17 18 -8 -17 -19 21 -20 24 -22 -18 26 27 28 -14 -29
right_child=-2 2 -4 -5 6 -7 8 -9 -10 10 -12 -13 25 -15 -16 16 22 19 20 -21 23 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0036414035089767857 0.0011133869262209474 0.029589851286548837 -0.10448259530519997 -0.025492050212674908 -0.095483359843492516 0.05988086612704091 -0.011331974857143667 -0.012472891066829826 0.03138527898462834 0.0027950534842124111 -0.078197221296701452 -0.035311883945877739 -0.030295923216776419 -0.056426665516836311 -0.04315038107933316 0.0054885271749558996 0.017032153778817765 0.075506814016449847 -0.018253793275874595 0.012438824668745786 0.024323723160407762 -0.091772735462738925 -0.020073437087592627 -0.036580938466179831 0.070273268148303036 0.022008562329187562 0.034861146011276219 -0.06435822145692234 0.042324141839829584 0.0046566998755389992
leaf_weight=79 3371 39 27 35 20 39 38 43 54 38 27 39 22 35 52 84 43 31 23 34 22 26 21 26 20 173 41 29 24 22
leaf_count=79 3371 39 27 35 20 39 38 43 54 38 27 39 22 35 52 84 43 31 23 34 22 26 21 26 20 173 41 29 24 22
internal_value=0 -0.00311213 -0.0253391 0.0035376 -0.00108052 0.0173532 -0.00328436 -0.0388254 -0.000861105 -0.0028626 -0.0308479 -0.000602923 0.00116424 -0.00644023 -0.0022747 0.00350122 -0.00394177 0.0226506 -0.0152535 0.0425174 -0.0332156 -0.0572638 0.0204322 -0.0086663 0.0339341 0.0122898 0.000106051 -0.0145842 0.00759281 -0.0345871
internal_weight=0 1206 101 74 1105 118 987 63 924 870 65 805 766 455 420 368 265 103 181 65 97 49 84 48 63 311 138 97 46 51
internal_count=4577 1206 101 74 1105 118 987 63 924 870 65 805 766 455 420 368 265 103 181 65 97 49 84 48 63 311 138 97 46 51
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=5 4 0 13 22 15 15 10 16 14 14 1 8 8 22 7 1 15 13 0 5 7 22 15 16 14 11 0 26 7
split_gain=1.50836 15.3946 40.1014 10.2472 8.5169 10.4744 8.75448 8.41046 7.67006 8.69133 7.19403 6.40007 5.43724 6.6719 7.5266 5.75071 4.79095 6.09414 5.37949 4.77627 4.58037 5.1386 10.0942 7.75778 4.04851 4.5886 3.88992 3.7361 3.70406 4.34465
threshold=537.34684135573832 615.24522972633702 523.67413702175884 142.97759532644437 -0.061692404625581183 1185.8500000000001 1375.0000000000002 418.03187452326478 522.82500000000016 0.19098283514575251 0.12218763720384872 618.60150598431676 1179.1307242465139 1707.4099650349651 0.036664928844874357 997.08367842875361 676.04360258948088 1538.4500000000003 225.45212001513903 482.04551630434787 489.2619204733532 477.8968348570765 0.11084853431909221 853.09999999999843 363.95000000000005 0.0043096001863997943 457.93888578080515 1001.2070087213789 16.500000000000004 856.453782583097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 8 10 20 9 -6 -7 -5 15 14 -14 -8 18 28 -13 -9 26 -22 23 -23 -15 27 -1 -26 29 -18
right_child=1 3 -4 11 5 6 12 19 -10 -11 -12 16 13 24 -16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00010449026833193657 0.025740705399463576 -0.047121414334020201 -0.12458175362753017 0.069521358087658885 0.10127266719937325 -0.089803498821414043 -0.0074515904658115839 0.0094046854931447241 -0.0094806504983674083 0.017951701401222136 -0.019615547824651004 0.0187733171241624 0.0017735928256550561 -0.036390303888668617 -0.073727225800675741 0.059720531896920871 0.025775248477501529 0.0040639909851396911 -0.04988128071650863 0.061283282009618627 -0.029771810919046404 0.0090952442715997294 -0.0013808787840863933 0.083052295648706823 0.0037670421473134687 0.044005674841901057 -0.027927692972269713 -0.037581089419276958 0.01176010586321354 0.081996183283627039
leaf_weight=3412 36 51 35 20 21 23 26 36 34 31 40 21 23 30 31 25 28 145 25 35 20 23 69 37 137 24 51 26 35 27
leaf_count=3412 36 51 35 20 21 23 26 36 34 31 40 21 23 30 31 25 28 145 25 35 20 23 69 37 137 24 51 26 35 27
internal_value=0 -0.00368463 -0.0483619 0.000169669 -0.00830361 -0.00410041 -0.0111485 0.000894396 0.0274522 0.0516006 -0.0452397 0.0148642 -0.0044785 -0.0101157 -0.0415695 0.0254759 0.010974 0.016751 -0.018539 0.0349786 0.000224412 0.017392 0.0247042 0.0547021 -0.00228846 0.00318242 -0.000514246 -0.00282837 0.0371912 0.0533746
internal_weight=0 894 71 823 522 471 385 3683 86 52 63 301 322 271 54 51 281 235 46 71 3612 149 129 60 217 187 3463 163 90 55
internal_count=4577 894 71 823 522 471 385 3683 86 52 63 301 322 271 54 51 281 235 46 71 3612 149 129 60 217 187 3463 163 90 55
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=27 13 13 10 19 8 10 19 21 11 21 16 19 18 4 16 3 16 24 25 12 18 18 19 11 0 13 8 21 4
split_gain=1.62086 4.07466 9.26426 9.52301 18.7859 15.5341 9.18254 11.8731 7.72743 8.18193 8.41345 7.53332 7.26978 7.09484 20.7871 8.68472 17.2232 17.1353 14.302 12.5144 10.0236 6.24838 6.02337 7.74092 5.88738 6.29609 5.85949 5.25062 6.42727 5.24907
threshold=6.5000000000000009 122.26168755717077 104.8309072060035 262.01199952894291 1.0413479177556402 803.2496061917949 213.84911520516235 0.98760604261605622 0.57624863281655803 204.04744661095637 1.2259279594467489 381.42500000000007 1.055451295550353 1.4321235357573028 409.84607546290914 433.05000000000007 726.29457480869553 320.15000000000003 -0.0083172840165150735 0.3207844825966501 2301.0393209222752 1.1413247907932871 1.3072562372780483 1.2735101678308662 159.12585034013608 540.44944553163748 113.71125956485078 865.23480023161562 1.0643115303006148 212.8694704855665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 29 -8 24 10 11 -10 -9 15 -15 17 18 19 -17 -3 -19 -6 -11 27 25 -1 -14 28 -24 -4
right_child=-2 13 6 4 21 -7 7 12 9 22 -12 -13 26 14 -16 16 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.055900766154558496 0.001576131828679776 0.00022529398412407601 0.0449617993763902 -0.13004059606790544 0.038463791087269786 -0.024835929658729584 0.098936774998903285 -0.019309116515020531 -0.022682792795962074 -0.010160592938004767 0.0090938538571612697 -0.082513762086629874 0.018875007529525048 -0.12457209881395102 -0.0093303607750890982 -0.026810456029115581 -0.0034399393095293699 0.062645342999167047 -0.12623601020111339 -0.067196075128657481 0.0073078733660391906 -0.013135504597027239 0.07040217583999038 0.060123165304723537 0.0042054516874806399 0.0060543597298156893 0.07960516309831292 -0.023826608339856781 -0.0038210592631782803 -0.0082081298429925904
leaf_weight=58 2690 129 22 25 28 32 25 30 133 103 72 25 47 20 72 39 202 64 23 35 67 145 20 38 182 45 24 35 28 119
leaf_count=58 2690 129 22 25 28 32 25 30 133 103 72 25 47 20 72 39 202 64 23 35 67 145 20 38 182 45 24 35 28 119
internal_value=0 -0.00224684 0.00112557 -0.00341897 -0.0211888 -0.0709783 0.0176187 0.0372365 0.00211157 -0.00599039 -0.0192387 -0.0321497 0.0219641 -0.00864977 -0.0343829 -0.00441462 -0.0175905 0.00737671 -0.0636941 -0.0141634 0.034343 -0.00478417 0.00761278 0.0227422 0.0150178 0.0341232 0.0394035 0.00562798 0.0271053 8.78875e-05
internal_weight=0 1887 1236 969 230 57 267 126 739 454 230 158 101 651 92 559 264 295 62 164 131 173 224 121 285 103 71 83 48 141
internal_count=4577 1887 1236 969 230 57 267 126 739 454 230 158 101 651 92 559 264 295 62 164 131 173 224 121 285 103 71 83 48 141
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=29 1 3 7 18 21 21 23 10 14 14 27 14 29 15 21 21 4 3 2 10 12 7 4 4 27 2 16 6 15
split_gain=1.4071 3.39852 4.55746 3.90977 3.24172 3.22876 12.1307 6.87672 7.74303 6.615 12.8354 14.9127 10.6398 11.7106 8.31635 7.13909 7.72045 11.2965 19.0398 7.96119 7.33146 7.80373 7.08345 6.73865 9.97227 10.443 8.98381 8.56003 8.00691 10.8507
threshold=65.000000000000014 1243.7514255204094 1414.8188224564108 2647.8111715824011 1.2172056387965382 0.91189857440460298 0.89791711665747387 -0.2161072789556984 257.93427678611579 0.042782985796734042 0.23325786474041446 4.5000000000000009 0.034543366669369489 170.00000000000003 1323.0000000000002 0.58471927419700742 0.65799976597657794 513.44974770166596 726.29457480869553 440.29260406408918 79.829208424947566 1661.5538900303775 320.80956777424325 488.05563891164076 384.89496583215117 6.5000000000000009 732.96508934325414 226.27500000000003 339.50747385633866 1919.8500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 9 -7 -9 12 11 -11 23 -14 -15 -13 -17 19 -19 20 -18 -22 -21 24 28 -26 -25 -27 -2 -30
right_child=5 3 4 -5 -6 7 -8 8 -10 10 -12 15 13 14 -16 16 17 18 -20 22 21 -23 -24 26 25 27 -28 -29 29 -31
leaf_value=-0.002931407472176583 0.0025922924633167924 0.047480127148862399 -0.064203378877469477 -0.00076138492496240706 -0.0092744872656608506 0.0039306898587823822 0.066318396494413415 -0.018649030198059375 0.014406985042338401 0.10212795734405518 -0.0021868177894145443 -0.001287860547969664 0.01736502839395633 -0.033733709370999627 -0.11545445267111064 0.062090936766973893 -0.024456812458282171 0.10030726076414187 -0.02138384096324444 -0.066530337298045986 0.09217657116906984 0.01656558263855867 0.0022234004943869836 -0.061011162084160436 0.0039460061074179766 0.011191077309626121 -0.0063684979362701429 0.082413345012399886 0.014976968755945563 -0.082995925041345453
leaf_weight=1131 744 28 21 42 22 555 30 382 87 22 469 133 26 33 20 51 22 36 20 23 21 39 43 33 85 27 341 45 20 26
leaf_count=1131 744 28 21 42 22 555 30 382 87 22 469 133 26 33 20 51 22 36 20 23 21 39 43 33 85 27 341 45 20 26
internal_value=0 -0.00286999 -0.00414628 0.0185352 -0.0361002 0.00107119 0.0031439 -0.00360253 -0.0125171 0.00231229 0.00911156 0.0220358 -0.00195668 -0.0376052 -0.0645717 0.0174945 0.0272908 0.0185907 0.0568462 0.0041157 0.0249234 0.0430294 -0.0217362 0.000175212 0.00466365 0.0276826 -0.0111899 0.055705 8.90012e-05 -0.040399
internal_weight=0 1244 1174 70 43 3333 2309 1024 469 2279 879 410 1400 79 53 388 255 204 56 148 82 60 66 1321 947 157 374 72 790 46
internal_count=4577 1244 1174 70 43 3333 2309 1024 469 2279 879 410 1400 79 53 388 255 204 56 148 82 60 66 1321 947 157 374 72 790 46
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=28 21 21 20 8 28 20 24 20 24 4 4 8 25 17 27 28 25 4 4 24 29 16 2 17 17 25 12 2 2
split_gain=1.57533 5.66199 8.26999 7.83753 6.97523 11.1133 6.83174 9.34731 7.3683 5.89315 5.57345 9.64975 5.48863 8.88706 10.7239 8.75058 7.8813 5.44012 6.12552 5.38539 5.47574 10.5397 7.78417 18.0298 9.77947 13.4289 7.76886 6.63271 22.952 17.6145
threshold=5.5000000000000009 0.93256346084548813 0.87989848412869121 1.8140991486103666 647.51810546273543 6.5000000000000009 2.3308582336268207 0.075349523572911317 2.7966211873938231 0.29123837793944501 132.07912798131278 112.80796437146817 362.04231268922814 0.002479914804758641 1.2467987050964493 6.5000000000000009 18.500000000000004 0.093313331212567269 525.43937052438412 181.73755809462725 -0.03734794892746663 95.000000000000014 393.27500000000003 554.81209665534595 1.7014091475624735 1.4412639696350944 -0.1042759869688184 1747.097019617597 878.22160227535244 781.61761413125384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 10 4 5 -3 7 -5 9 -8 11 -2 13 14 -7 -16 -14 18 -4 -1 21 -21 -22 -24 25 27 -23 28 29 -25
right_child=1 3 17 6 -6 12 8 -9 -10 -11 -12 -13 16 -15 15 -17 -18 -19 -20 20 22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.013518382515997077 0.0065448520218276173 -0.064577485360205175 -0.014155737997899796 0.0033627643510236505 -0.063319664719678911 0.011606978651668345 -0.018991406359364867 0.061067078185870372 0.0080376568289709776 -0.080391988632353875 -0.0014578452574085232 0.079291725012919187 0.021693115660429495 0.02475754221280416 -0.11020135538918632 -0.034507585646601266 -0.043825813739196112 0.074393940668391154 0.056760862460803418 -0.020147713742011953 0.0080462219000553194 -0.0088889692456294335 -0.081050658177944934 -0.030370302116725503 -0.054866712282904809 0.057758417705956258 0.041781399122404833 0.006147528975990784 0.0029074125868203005 -0.14299391085902852
leaf_weight=195 88 40 29 161 34 35 54 34 71 22 1833 23 91 33 21 56 23 23 21 54 842 39 31 41 34 38 135 291 164 21
leaf_count=195 88 40 29 161 34 35 54 34 71 22 1833 23 91 33 21 56 23 23 21 54 842 39 31 41 34 38 135 291 164 21
internal_value=0 -0.00155243 0.00110062 -0.00948015 -0.0204003 -0.0155198 0.00115263 0.013424 -0.0151258 -0.0367653 -0.000140213 0.0216185 -0.00794336 -0.0208511 -0.0342894 -0.0551513 0.00847438 0.0341441 0.0156292 0.00221706 0.00403268 0.0184467 0.00178481 -0.00671859 -0.00280638 0.000382904 0.0304242 -0.00383425 -0.0166869 -0.068517
internal_weight=0 2692 2017 675 333 299 342 195 147 76 1944 111 259 145 112 77 114 73 50 1885 1690 228 1462 620 589 555 174 517 226 62
internal_count=4577 2692 2017 675 333 299 342 195 147 76 1944 111 259 145 112 77 114 73 50 1885 1690 228 1462 620 589 555 174 517 226 62
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=9 20 20 20 2 11 3 3 14 17 16 11 14 23 20 17 12 13 14 1 4 23 2 14 22 20 20 14 27 9
split_gain=1.47825 3.13499 2.73532 2.59935 6.34353 7.96817 2.62455 4.04259 2.55801 6.31258 5.14782 5.68098 5.11144 7.11095 7.3975 4.92793 4.84414 3.67096 3.30205 4.56586 5.56754 4.93147 2.60152 7.21508 2.55174 2.45652 4.10333 3.10391 2.43077 2.41416
threshold=36.716840481514879 0.82869803104651052 5.7113049819841244 4.7333323656917736 342.16199329249514 145.18233897763281 82.027463389752015 116.5846580529206 0.4060108305024312 1.9177011940454805 228.32500000000002 124.41993350535928 0.49066032123735875 -0.074415411832200018 1.55367069524238 2.1470623045628705 1441.2021419858727 74.961162403214658 0.38016656751933381 370.56559872317001 816.21298211910755 -0.32575161888957543 190.26890318419447 0.18605053020051174 -0.17004944924947088 1.3545753652886343 1.5210800009231642 0.99997699668752305 3.5000000000000004 123.29421248226645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 3 6 -5 -6 -3 -8 15 10 16 -12 13 14 -13 18 -10 -14 22 21 -21 -20 23 -9 -16 27 -27 -19 -1 -24
right_child=1 2 -4 4 5 -7 7 8 9 -11 11 12 17 -15 24 -17 -18 25 19 20 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0040400039279591985 -0.037018089758677653 -0.03310996920336038 -0.030617214559481062 0.051663205264644185 -0.053378573022782809 0.029899614739783659 0.040978540340438491 -0.06814267940819263 0.0069061756817973222 0.059549838304519653 -0.052098855376243591 -0.037712172705393572 -0.046669920383109936 0.070722173255952925 0.045521693048067392 -0.036781367316449945 0.066338390267143652 -0.050803662994876514 -0.010026106644760479 0.018604577404136461 -0.043752811778159373 -0.077774911693164292 0.0082585199332243075 0.015781627293853535 0.005889938999969287 0.033568411703045302 -0.0076043715121756721 -0.0016696521598431801 0.03923343462310732 -0.00062385256118903626
leaf_weight=27 23 24 29 33 20 27 24 20 32 22 20 26 21 22 32 38 24 20 22 45 21 21 336 21 33 37 70 36 25 3426
leaf_count=27 23 24 29 33 20 27 24 20 32 22 20 26 21 22 32 38 24 20 22 45 21 21 336 21 33 37 70 36 25 3426
internal_value=0 -0.000192653 -4.51793e-06 0.000193955 0.0180575 -0.00553791 -0.000131355 4.98043e-05 -0.000176269 0.00749658 0.00442641 -0.000511254 0.00296266 0.019703 0.00736863 -0.000943554 0.0323771 -0.00731806 -0.000595436 -0.0177564 -0.00123641 -0.0431127 -0.000103575 -0.0251571 0.025401 -0.00224819 0.00663295 -0.0192175 0.0167645 0.000169469
internal_weight=0 4525 4502 4473 80 47 4393 4369 4345 395 373 317 297 113 91 3950 56 184 3912 109 66 43 3803 41 65 163 107 56 52 3762
internal_count=4577 4525 4502 4473 80 47 4393 4369 4345 395 373 317 297 113 91 3950 56 184 3912 109 66 43 3803 41 65 163 107 56 52 3762
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=27 26 9 8 4 17 11 0 0 25 0 15 15 0 29 0 12 19 25 17 11 11 25 17 25 25 25 22 15 25
split_gain=1.40614 5.7592 11.713 14.9091 10.5673 10.5575 6.85858 6.54124 9.56516 7.31363 7.2562 9.46145 6.88532 6.6932 9.54312 7.48645 6.26152 6.67125 4.87325 4.06471 4.06132 6.9626 6.22716 7.97333 6.09016 5.14549 7.22247 5.91871 6.01154 6.00043
threshold=8.5000000000000018 1.0000000180025095e-35 190.74214318831284 534.85165651012346 120.62272727272729 1.1492161809461894 176.87889249268747 936.51652527394856 659.74210526315801 0.69672144657333945 435.41159916124053 1512.95 906.09999999999957 423.342401491874 95.000000000000014 176.6467084924532 2980.0984726777792 0.81844426465966535 0.21792507823542259 0.91008053113393383 125.10483870967742 127.02082866741323 0.75052634127197526 1.0410001052199636 0.73814564868611743 -0.098213083116471672 -0.072048499928998325 -0.22464533232101316 731.50000000000011 0.29799774624821601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 6 -3 18 -2 8 9 10 16 12 -12 14 15 -11 17 -6 -4 -19 25 -22 24 -24 -23 -1 -27 28 -28 -29
right_child=1 4 5 -5 7 -7 -8 -9 -10 13 11 -13 -14 -15 -16 -17 -18 19 -20 -21 21 22 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.023874858157201251 -0.059886023012751893 -0.066862209462984046 -0.049398638237396195 -0.12453429669141769 -0.039283542614430192 0.063028349230686828 0.019076446384530179 -0.047850164305418733 0.058653394121211025 -0.00433421294604029 -0.045698872208595281 -0.079225063537104207 0.021104618774714052 0.077393550090491772 -0.016925400588661432 0.071190386095217301 0.046136869850658603 -0.033772540870295083 -0.0051922052570231511 0.0064720191379758572 -0.055301072059766115 0.00083231987795645166 -0.0096987803305787264 -0.07532559920102358 0.042818987324966917 0.064183501258492467 0.051985213384032253 -0.014100230685923429 -0.010908687008278711 0.012412017934197682
leaf_weight=44 22 22 29 20 40 21 22 24 32 21 27 26 36 20 51 35 31 27 178 356 23 2667 249 20 35 25 55 124 21 274
leaf_count=44 22 22 29 20 40 21 22 24 32 21 27 26 36 20 51 35 31 27 178 356 23 2667 249 20 35 25 55 124 21 274
internal_value=0 -0.0032324 -0.0151427 -0.0529453 0.00141709 -0.00453148 -0.0204048 0.00348616 0.00524125 0.00269022 -0.00236257 -0.0284714 -0.00752545 0.0242939 0.0143687 0.0428687 0.00275569 -0.00042355 -0.0113854 0.00363494 0.000950436 -0.000492642 -6.83429e-05 -0.0145781 0.00137619 0.0089073 0.0117979 0.00903495 0.0346066 0.00415192
internal_weight=0 1040 292 64 748 228 44 726 702 670 543 89 63 127 107 56 454 423 207 383 3537 2994 2971 269 2702 543 499 474 76 398
internal_count=4577 1040 292 64 748 228 44 726 702 670 543 89 63 127 107 56 454 423 207 383 3537 2994 2971 269 2702 543 499 474 76 398
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=16 17 22 7 14 22 20 22 16 7 7 17 12 8 0 20 20 7 12 2 12 11 22 22 15 12 22 15 0 10
split_gain=1.47379 4.4853 5.39764 5.49523 4.63811 6.07029 4.96471 4.03287 2.88876 4.3912 4.4874 2.32762 1.88021 9.07384 6.25926 11.6404 7.12574 8.2247 5.92406 9.4717 7.28771 6.86649 6.74571 13.7965 17.4441 9.4803 8.52573 6.51923 8.34064 9.88369
threshold=721.55000000000007 1.0917664161306533 0.1797684429071226 720.37832440956447 0.13483777689494345 -0.10352432027172898 1.6766523265766864 0.30708209732666003 691.50000000000011 2269.6529110999131 1452.2233171502332 1.0296848791980764 2790.9045670010692 173.83847517279131 836.91666666666686 1.7834659682992418 2.2775156586754668 2315.805367550292 1853.4061695468636 1178.7516125643454 1814.2204067197174 773.12166666666678 0.20979420624297623 0.22864287799274277 1798.1500000000003 2266.1004293340702 0.25883120817121619 952.27499999999998 482.04551630434787 274.64796368624178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 12 10 -10 -5 14 -14 18 -16 -17 -18 19 20 -1 22 27 -24 -25 -26 -27 28 -20 -30
right_child=1 4 7 11 5 -7 -8 -9 9 -11 -12 -13 13 -15 15 16 17 -19 21 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=9.1002973597218667e-05 -0.051119860532344324 0.055195088262359304 -0.071970228511081244 0.024162743031047287 -0.038213560433972532 0.023149329889565709 -0.0010130916711535644 -0.01563178220142921 0.038398879345040771 0.058994682221895169 -0.02573732901364565 -0.012344076703753204 -0.060044046526863459 0.0066529913673864394 -0.078132281385894342 0.013852326799640555 -0.050068559232126324 0.018913856737315656 -0.0010705562735716827 0.025783017660205038 0.035131008804729975 -0.044858455016381214 -0.091417670130729684 0.055372306350017754 -0.00087554821342399189 -0.0092126058042049409 -0.092442127730464563 0.01273176448933259 -0.076638193705252239 -0.0067596201940129212
leaf_weight=2202 20 30 27 40 38 28 33 24 20 21 24 31 21 711 28 76 56 25 361 166 61 45 25 31 55 20 32 243 35 48
leaf_count=2202 20 30 27 40 38 28 33 24 20 21 24 31 21 711 28 76 56 25 361 166 61 45 25 31 55 20 32 243 35 48
internal_value=0 -0.00715286 -0.0194149 -0.00481927 0.00634486 -0.0121808 0.0257527 -0.045458 0.000450169 0.0213718 0.00341549 0.00822315 0.000129511 0.00473955 -0.000832173 -0.0187347 -0.0081415 -0.0287777 0.000164207 0.00272679 0.00103552 -0.00679054 -0.00477518 -0.0230641 -0.0106813 -0.0298183 -0.0604308 -0.000435882 -0.0076425 -0.0362265
internal_weight=0 271 142 91 129 66 63 51 4306 65 44 71 4241 732 3509 185 157 81 3324 2429 2263 895 850 163 138 107 52 687 444 83
internal_count=4577 271 142 91 129 66 63 51 4306 65 44 71 4241 732 3509 185 157 81 3324 2429 2263 895 850 163 138 107 52 687 444 83
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=1 28 1 24 14 2 22 5 7 3 22 22 16 14 24 24 9 15 5 25 2 28 21 15 16 0 14 24 14 9
split_gain=1.42165 4.25698 3.33626 3.76655 8.57034 2.59363 4.56905 3.24199 5.97812 4.77253 5.36633 5.59848 7.58013 11.4142 6.68177 5.92968 5.63416 5.53764 5.23231 16.8677 16.6877 11.0673 8.17433 6.95692 5.8436 5.12336 5.01967 4.39918 4.00901 4.58718
threshold=117.2628384871261 4.5000000000000009 146.85002548192645 0.26038305444664028 0.39261216161184792 177.58499883937148 -0.081286641524799155 69.723284481546074 89.300618356555319 247.37699734202531 0.17141236249588934 -0.035148631293872849 138.62500000000003 0.039130633543198359 -0.015916556953801831 0.017370043032490734 185.01908477685006 434.50000000000006 129.10612712881661 0.78292194735457266 501.85307071557963 15.500000000000002 0.24752714150138086 1048.6499999999994 216.20000000000002 236.38807332749053 0.00081500079706679437 0.064172056257910295 0.25586765953435769 141.49255226523454
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -4 -7 -9 10 11 14 -13 -14 25 -16 28 27 19 20 23 22 -21 -11 -23 -10 -24 -17 29 -15
right_child=2 -3 5 -5 -6 7 -8 8 9 18 -12 12 13 16 15 17 -18 -19 -20 21 -22 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.039479248547124576 -0.073464782815426594 -0.0020099587112965794 0.0053319410011172302 0.014008983765684425 0.008918914182678513 0.02013610910256336 -0.057940176537349113 -0.039545461303848582 -0.042655576959900236 0.017983352206647398 0.056687643914483492 0.042362483061850073 -0.085081263835586257 0.024508769650544441 0.068401215427688192 -0.034240200743332262 0.037134617753326896 0.049273415716985867 0.00012943344003035585 0.072332648538053032 -0.12090397790074348 -0.077495182342827318 -0.015209361885420301 -0.056678918519845384 -0.0028093200960111891 0.011130275170911443 0.038379409832173382 0.025798754508678731 -0.052394683399926062 -0.038195829228498041
leaf_weight=36 28 79 25 21 23 81 21 38 23 24 24 25 21 28 35 23 25 36 3624 25 25 20 44 26 22 77 29 26 23 20
leaf_count=36 28 79 25 21 23 81 21 38 23 24 24 25 21 28 35 23 25 36 3624 25 25 20 44 26 22 77 29 26 23 20
internal_value=0 0.010978 -0.000282937 -0.0216346 -0.0363114 6.72491e-05 -0.0235532 0.000317373 -5.91968e-05 0.000295946 0.0108952 0.00785926 -0.00761991 -0.0182999 0.0178504 0.0337594 -0.00369149 0.0194951 -0.00076978 -0.0159268 -0.0541953 0.00457427 0.0229807 -0.020841 -0.038374 -0.00124047 0.00607933 -0.0023828 -0.0180669 -0.00161815
internal_weight=0 115 4462 72 51 4390 46 4344 4263 4225 386 362 142 117 220 120 96 85 3839 215 75 140 98 50 42 100 73 49 71 48
internal_count=4577 115 4462 72 51 4390 46 4344 4263 4225 386 362 142 117 220 120 96 85 3839 215 75 140 98 50 42 100 73 49 71 48
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=13 20 21 19 24 0 24 26 0 19 0 0 0 2 0 0 0 18 18 19 18 7 19 0 4 5 1 1 2 18
split_gain=1.39743 6.00443 3.86572 6.48875 19.5251 35.8091 8.45681 10.2403 6.15719 8.58678 7.0793 18.526 9.36427 7.45589 6.46325 8.59742 8.25436 5.72924 7.0249 9.81429 6.20133 5.63073 5.61422 7.21537 7.41001 5.81882 10.4378 7.4702 6.64965 5.77905
threshold=80.993322111059527 5.7113049819841244 0.59983797726901245 1.0534460219652546 0.058748892298041415 266.88106523678994 -0.003551227514189573 1.5000000000000002 836.91666666666686 1.1926043729467004 249.69315700471199 238.30801359420661 285.36884324187253 531.52679284088435 492.49508196721314 556.51681979136777 448.83352391369198 1.5399708417462545 1.2858262748706193 1.5076916392562643 1.2227545671329951 1224.476472037448 1.1425141719494172 365.06082024432811 280.83174563293022 332.1269770569134 610.32711208732815 510.85650923757981 1133.684307497155 1.5096309085988444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 6 -6 -4 -8 10 -10 11 17 -12 -14 16 -16 -15 18 20 -20 -1 -21 23 24 -5 29 27 -27 -28 -24
right_child=1 -3 3 22 5 -7 7 -9 9 -11 12 -13 13 14 15 -17 -18 -19 19 21 -22 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0074416870108017551 0.0016774620906305237 -0.050760011645880614 -0.020899125432299676 0.014485032093944028 -0.0083838843477323007 -0.1502731433844772 0.05950400941380251 -0.013437927609834916 0.011603709388720363 -0.053290186936713085 0.058278477687116081 -0.092035327975948655 0.060220256225707439 0.0015141713595407647 0.064519997205465071 0.0081718926264397647 -0.052640718283752601 0.037721980980464392 -0.058946022717282179 0.036783001013100149 0.054903090069139453 -0.030549034298114154 -0.03066923876034738 -0.0047995735508119391 0.089876083487814118 0.017320837691808359 -0.04674922534913728 0.092490908540785316 0.017749566458646331 -0.0032475300108550397
leaf_weight=39 2943 22 107 32 46 29 38 39 38 44 41 24 26 129 31 214 36 35 44 27 27 23 119 62 22 39 33 20 31 217
leaf_count=39 2943 22 107 32 46 29 38 39 38 44 41 24 26 129 31 214 36 35 44 27 27 23 119 62 22 39 33 20 31 217
internal_value=0 0.00128838 -0.00236976 -0.00709952 -0.0202421 -0.0632477 -0.00271268 0.0225594 0.00270045 -0.0232174 0.00575399 -0.00913029 0.0125877 0.00829104 0.00499797 0.0153017 -0.0103014 0.00107341 -0.00694346 -0.0245012 0.018063 0.00581026 -0.00117963 0.018476 0.0451999 -0.00614708 0.0124621 0.0428022 -0.0155076 -0.0129594
internal_weight=0 2965 1612 834 259 75 184 77 778 82 696 219 477 436 410 245 165 195 160 94 66 50 575 116 54 459 123 59 64 336
internal_count=4577 2965 1612 834 259 75 184 77 778 82 696 219 477 436 410 245 165 195 160 94 66 50 575 116 54 459 123 59 64 336
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=28 16 22 8 8 14 19 9 16 10 3 3 22 22 13 5 5 26 22 5 6 6 19 27 14 8 19 26 16 24
split_gain=1.3484 5.3815 8.01178 5.14452 8.94051 4.91829 5.59736 9.5399 4.89028 4.83142 4.55193 12.2378 6.08634 3.18814 4.46766 4.64876 3.01742 2.99163 2.89183 2.81087 3.7969 3.92758 3.60219 2.8485 4.49765 7.22288 4.29779 4.01477 4.04814 3.47555
threshold=23.500000000000004 128.67500000000004 0.3813332991770379 226.81966666666668 351.66664526779169 4.7475208353788495e-05 0.98760604261605622 187.95444833159891 686.62500000000011 120.80177448207382 616.92266692843793 524.91920726825731 -0.0489224980439723 0.26701403791955725 65.166858445749128 421.39779629100786 1084.1887341974718 1.5000000000000002 0.21124500136581773 1013.3892157521292 1021.8912391009695 981.72212765957454 1.1884786574350747 6.5000000000000009 0.00011926840932684794 2609.7500000000005 1.1926043729467004 11.500000000000002 633.35000000000014 0.57105407896203142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 -5 -6 9 -8 10 -7 11 -9 -12 14 -14 18 19 -17 -16 20 21 23 -21 29 25 26 -25 28 -27 -1
right_child=1 2 -4 4 5 6 7 8 -10 -11 12 -13 13 -15 15 17 -18 -19 -20 22 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0071445622955692376 0.042640508328165329 -0.032267600369146644 -0.04989018812775612 0.062777731913541052 0.052692068964242937 0.068015689423985101 -0.051513283658358791 0.034145228182896968 -0.040282442948470519 0.0058698652825992688 0.065095071122050291 -0.072811107242317957 -0.029767002753521267 0.028047392545267943 0.057140710547566413 -0.032123163302562069 0.014999934021228303 0.010280880786296798 0.0080077126460230876 -0.057579268724657601 0.034047543530863138 -0.040597662992775445 -0.00064095947146415718 -0.01150115457949815 0.0025413526570909673 0.055217464156448841 -0.064602139267870895 -0.02718858164069908 -0.0011800617831093925 0.0034824345639276493
leaf_weight=1102 35 34 28 28 20 22 36 20 24 29 20 23 38 55 25 28 120 41 23 20 31 25 25 27 2153 20 35 28 35 427
leaf_count=1102 35 34 28 28 20 22 36 20 24 29 20 23 38 55 25 28 120 41 23 20 31 25 25 27 2153 20 35 28 35 427
internal_value=0 0.00474802 0.00206332 0.00518499 0.00813265 0.00434537 0.00182731 -0.00289755 0.00299527 0.0326779 0.0067999 -0.023064 0.0123832 0.00736297 2.33328e-05 0.00969883 -0.000620479 -0.00692656 0.0335978 -0.00109768 -0.000809705 -0.00109023 -0.0259469 -0.000832144 0.00139325 -0.0156541 -0.0414775 0.00363574 0.0193281 -0.00417679
internal_weight=0 529 494 466 432 404 384 333 297 51 273 43 230 210 155 117 4048 69 48 3928 3883 3852 45 3827 2298 145 62 83 55 1529
internal_count=4577 529 494 466 432 404 384 333 297 51 273 43 230 210 155 117 4048 69 48 3928 3883 3852 45 3827 2298 145 62 83 55 1529
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=15 0 15 0 22 22 21 8 0 17 7 22 15 15 22 17 29 21 13 8 6 21 9 17 21 3 19 13 6 15
split_gain=1.41674 10.68 11.047 10.1293 9.1228 10.8857 7.1341 15.6746 11.4439 6.60926 9.54603 8.2079 7.62819 7.49181 6.22695 5.99679 6.78312 7.64121 5.91636 6.69138 5.91647 6.12443 7.14483 5.56045 5.53078 5.3317 5.59444 5.22861 6.90493 7.39165
threshold=1278.8499999999997 249.69315700471199 1307.2500000000002 266.88106523678994 0.20143715563559414 0.25102322644571673 0.49121315786935543 803.2496061917949 182.59905271828669 1.3305532986540729 589.24969021455206 -0.025956814823853758 1477.6999999999996 1685.2999999999977 0.22677802085672386 1.829483465476456 65.000000000000014 0.42269484119623768 83.102335695648335 1162.577112135177 72.700960828218157 0.57624863281655803 253.98547745041955 0.93312261576613975 0.74262728019680646 472.88953269311116 0.90762018885933204 72.249363761438261 362.66591146506426 1030.3499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 7 14 -9 10 11 -5 -13 -11 15 16 -1 -18 27 20 -20 22 -22 -7 -21 -12 -27 28 29 -8
right_child=1 2 3 9 5 23 18 8 -10 13 25 12 -14 -15 -16 -17 17 -19 19 24 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.013064625076949596 -0.090130345015363267 -0.05674509787144523 0.068226971824399449 -0.092328395945951353 0.046634124659467494 0.0017922836153403572 -0.0014930076313715542 -0.0027816595354427896 0.080209386147584563 0.0041423698934989093 -0.047585260155408281 0.026364082614467904 -0.057896434586672554 0.074268698409199724 -0.043688614043192221 -0.023961138058193897 0.012469713351989197 0.07198893170091597 0.044849380385130644 0.0014367228881879287 -0.065296923600394158 0.0029880948316620003 -0.0019174283451360208 -0.059375527997811643 0.067928524334625956 0.045215325150638822 0.00013940148756579196 -0.01766676874036675 0.026196323259721828 -0.041305117724606627
leaf_weight=45 22 34 22 20 20 23 452 24 54 39 23 22 21 25 26 43 59 34 32 22 29 1263 46 42 29 28 1654 293 79 52
leaf_count=45 22 34 22 20 20 23 452 24 54 39 23 22 21 25 26 43 59 34 32 22 29 1263 46 42 29 28 1654 293 79 52
internal_value=0 -0.00200153 -0.000259701 0.000776169 -0.0327358 -0.0178808 0.00154649 0.0164693 0.0546737 -3.38292e-05 -0.00117661 -0.0394029 -0.0147864 0.0315355 0.00207341 0.00864696 0.0188075 0.0342294 -0.000305047 0.00367971 0.00235572 0.00133943 -0.0264242 -0.0377315 0.0392458 0.000235858 0.000889774 -0.0067689 -0.00129193 -0.00560061
internal_weight=0 1995 1888 1854 107 85 2582 285 78 1832 1768 63 43 64 207 181 138 93 2297 1421 1370 1338 75 65 51 1705 1682 876 583 504
internal_count=4577 1995 1888 1854 107 85 2582 285 78 1832 1768 63 43 64 207 181 138 93 2297 1421 1370 1338 75 65 51 1705 1682 876 583 504
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=11 7 24 0 24 28 8 9 16 11 29 8 7 7 1 1 24 15 9 0 22 24 27 19 0 6 0 0 6 9
split_gain=1.53957 8.85651 5.45689 6.16624 5.14484 8.19443 6.50833 5.75938 6.79845 5.50436 6.8322 5.40499 5.36086 5.34935 7.22417 6.4941 5.05621 4.98859 6.86712 5.25827 4.96861 13.1798 14.4146 9.56154 9.12835 4.87432 4.71737 4.65061 7.81353 4.42361
threshold=178.11305880450732 188.57660528718677 0.81640854842158772 723.3764578692178 0.64800485025862353 5.5000000000000009 2230.4665477252461 179.09363396733514 568.20000000000016 183.05578781122264 200.00000000000003 2430.338235294118 204.43170474230891 227.60860682584101 375.56629517147536 284.80487053828028 0.6935049732975358 2398.1000000000004 347.45730451529374 581.76483050847469 0.29805125344233513 0.51977995632742047 7.5000000000000009 1.3794333547999826 471.12195069204159 202.455681252875 444.16118789842807 370.696511738428 249.82048905146067 430.63962361231029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 -2 4 -4 9 6 16 26 17 10 -3 -8 -11 14 15 -14 -6 18 19 27 25 23 -23 24 -22 -15 -7 -9 -29 -1
right_child=1 2 3 -5 5 7 11 8 -10 12 -12 -13 13 20 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0035237630632719377 -0.067609624788165096 0.0048953430049798706 0.0017227509245276451 -0.076802642829716217 0.097058400545607923 0.0013793865263107279 -0.028469200450040047 -0.035118083501684258 -0.061997527144849296 0.049101292324208082 -0.071514261156320577 0.033665411724221141 -0.04853265150026842 0.048302865837745013 -0.073110340399822837 0.022507722735885652 0.03068797489007314 0.034531517800959671 0.038467825613915922 -0.050304054730647321 -0.065016263537108904 -0.0086228907660201755 -0.1140012381374836 0.04497681161122663 0.0064204145082325309 -9.0239495890381859e-05 0.069239927325397729 0.062625384218990804 -0.022005571937188509 -0.030183501787250863
leaf_weight=1461 20 22 20 20 22 21 21 29 20 21 25 42 22 21 24 31 24 33 25 37 27 27 25 35 53 2345 20 20 24 40
leaf_count=1461 20 22 20 20 22 21 21 29 20 21 25 42 22 21 24 31 24 33 25 37 27 27 25 35 53 2345 20 20 24 40
internal_value=0 -0.00128117 -0.000847083 -0.0375399 -0.00036044 0.0112652 0.0338339 0.000522927 -0.00688306 -0.00182776 -0.0357481 0.0129539 -0.00122181 -0.0016267 -0.0275926 -0.00698073 0.0624304 -0.000321814 -0.00884152 -0.0195936 -0.000837374 -0.0175079 -0.0592856 0.00138288 -0.0176895 0.000339285 0.0344821 -0.00402809 0.016463 0.0026255
internal_weight=0 3076 3056 40 3016 338 109 229 188 2678 47 63 2631 2610 77 53 46 168 135 110 2533 167 52 115 80 2366 41 73 44 1501
internal_count=4577 3076 3056 40 3016 338 109 229 188 2678 47 63 2631 2610 77 53 46 168 135 110 2533 167 52 115 80 2366 41 73 44 1501
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=23 10 22 25 19 19 2 22 22 20 0 26 20 0 10 9 5 11 19 28 10 11 22 23 22 25 8 28 1 7
split_gain=1.27458 4.57905 6.52245 2.47051 3.28401 3.06779 2.43248 2.15098 7.51554 10.1983 9.23621 7.80491 9.73919 3.95236 18.3586 4.95349 4.90196 6.69707 7.6745 5.82111 3.48826 3.1722 3.39462 3.13042 6.25487 5.61254 13.3621 3.61364 5.97428 9.06666
threshold=-0.37107464624423597 53.129621245345113 -0.40996307190214526 -0.038693721650022064 1.0380453309767896 1.1926043729467004 698.05027965753959 -0.1738116236279183 -0.18995251770814334 1.311798043968176 297.50159984942599 12.500000000000002 1.5492941712304029 482.04551630434787 140.21616341650943 72.610081604450869 99.422719857651728 133.83086870858941 1.0135052161485045 8.5000000000000018 95.202803606649766 460.39316800095315 -0.22464533232101316 -0.10278963114942598 -0.11969423729783349 -0.064553057459296001 617.69551552106452 6.5000000000000009 667.68564724017995 543.6800896421538
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -3 8 9 -2 -10 13 -13 14 15 -11 -17 19 -19 -18 -20 22 -15 27 -25 26 -26 28 29 -9
right_child=7 3 -4 5 -6 -7 -8 23 10 11 -12 12 -14 21 -16 16 17 18 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.061946052713319655 0.050051932814804946 0.0087696898532541173 0.016958780476654119 0.065669189211912449 0.032000691236721147 0.011554967002435164 -0.033638425082677885 0.014880997306467018 0.0084679198584386283 0.035191410034894947 -0.077425140508961293 0.0042228490791537546 -0.08618039891410334 -0.066902836660544071 0.072861802506753628 -0.05325995887128207 0.066291838586330407 -0.065739848878648546 -0.025512786562831027 -0.0082501909272237259 0.021179409620526713 0.0095282483668554397 -0.011849147112419208 -0.047950300659119552 0.0077138877924411535 3.5049398898707051e-05 -0.097125861244276177 -0.0011568304718729788 0.054731616232311354 -0.041988762376469473
leaf_weight=20 34 38 22 20 36 22 21 293 21 24 31 22 26 21 34 26 20 27 32 22 32 21 24 28 31 3228 20 318 32 31
leaf_count=20 34 38 22 20 36 22 21 293 21 24 31 22 26 21 34 26 20 27 32 22 32 21 24 28 31 3228 20 318 32 31
internal_value=0 0.00827168 -0.0206149 0.0171274 0.00819859 0.0373236 -0.00632472 -0.00033666 -0.00716977 -0.00210258 -0.0427376 -0.00745985 -0.0447456 -0.00113576 0.00538168 -0.00715561 -0.0135476 -0.0057843 -0.0210291 0.027246 -0.00216669 -0.0225643 -0.0375409 0.000379092 -0.000886863 -0.000484979 -0.0333997 0.00659053 0.0135109 0.00943975
internal_weight=0 179 42 137 95 42 59 4398 417 365 52 331 48 283 217 183 159 133 91 42 64 66 45 3981 3307 3279 51 674 356 324
internal_count=4577 179 42 137 95 42 59 4398 417 365 52 331 48 283 217 183 159 133 91 42 64 66 45 3981 3307 3279 51 674 356 324
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=17 9 23 10 17 9 20 0 0 11 0 8 11 1 16 17 17 22 24 9 28 8 25 25 17 0 18 26 23 19
split_gain=1.34731 2.72838 6.40792 2.18369 5.89773 7.15292 4.97653 3.39175 5.94876 7.11939 6.86109 8.11479 4.5188 3.13911 3.09878 2.69114 2.5085 3.03572 2.39457 2.31431 5.28356 6.24553 3.64507 6.60316 5.72014 5.65652 4.94779 4.01152 4.15587 7.24182
threshold=2.1916912489055953 80.130296759834309 -0.18496492851305998 62.907646457699364 2.092384236413948 86.952135540343889 1.8140991486103666 439.30724299065429 387.94544380252108 183.05578781122264 194.71335722181985 215.37847587724639 115.65151515151517 291.86812356775476 979.05000000000007 1.3563586874682094 1.0191098190307386 -0.16093449101456261 0.035928851685557019 131.62222558471873 1.0000000180025095e-35 829.71631447398329 0.083606729551119655 0.010935023372047959 1.4940332496105697 210.02141005715734 1.4680721529385792 1.0000000180025095e-35 -0.2404714155700437 0.80252170625730834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 -5 8 9 10 12 13 15 -12 19 16 -1 -18 -17 20 -7 22 23 27 25 -24 -25 -22 -29 -30
right_child=1 -3 -4 4 -6 14 -8 -9 -10 -11 11 -13 -14 -15 -16 18 17 -19 -20 -21 21 -23 24 26 -26 -27 -28 28 29 -31
leaf_value=-0.021886831163786924 0.064219987904652956 -0.014056450766137069 -0.0011401550617301836 0.0047210530418416727 -0.050154906325042249 0.048232721245537208 0.068578396264750222 0.026010166739041992 -0.064290913175791498 -0.059455486794468021 0.021685448788106444 0.060154989734292036 -0.058279444525639212 -0.02749049718388253 -0.031326591730072732 -0.053199596665799626 -0.0049704240699266567 0.044290848364206881 -0.0075469724833965302 -0.00033282764198770551 -0.033975451464454333 0.055896665528416635 -0.025430926165088664 0.076188899754461914 -0.061728224646122688 0.031717948538476023 0.0074656354635953912 0.017189180020096839 0.018391185869341312 -0.063885935172438624
leaf_weight=26 24 28 40 23 23 30 26 26 20 24 25 32 21 27 31 20 29 22 27 3721 30 22 43 22 21 29 20 102 23 20
leaf_count=26 24 28 40 23 23 30 26 26 20 24 25 32 21 27 31 20 29 22 27 3721 30 22 43 22 21 29 20 102 23 20
internal_value=0 0.0119793 0.0233699 -0.000245729 0.000343997 0.000622996 0.0386045 -0.00850188 -0.0117887 -0.00763838 -0.00220776 0.020534 -0.0153823 -0.00384822 0.000170615 -0.00811743 0.00339219 0.0162795 -0.0269736 0.000409756 0.00804278 0.00441116 0.000757348 0.00785613 -0.0158065 -0.00241263 0.0434635 -0.000689649 0.00619707 -0.0198772
internal_weight=0 92 64 4485 4186 4163 49 299 273 253 229 84 145 52 4114 124 77 51 47 4083 362 332 310 217 93 72 42 175 145 43
internal_count=4577 92 64 4485 4186 4163 49 299 273 253 229 84 145 52 4114 124 77 51 47 4083 362 332 310 217 93 72 42 175 145 43
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=18 19 14 19 19 15 21 19 25 1 5 21 14 18 18 18 5 1 1 5 21 8 1 7 25 25 1 20 26 22
split_gain=1.29007 5.38492 4.68094 3.16833 9.09862 3.81406 3.03031 3.01795 3.00558 2.62369 2.95158 2.39597 4.10415 2.23136 12.8118 7.7516 5.22236 7.06157 12.8546 9.15967 6.1938 7.84859 5.59359 4.77838 7.30523 12.6157 6.73639 4.76997 4.87932 4.64326
threshold=1.6415472159200581 1.9268661819203683 0.00028977457948276892 1.1174062542107286 1.1884786574350747 539.62500000000011 1.6685445682121847 1.6556474467995597 0.015124672760274384 195.16571539463916 129.10612712881661 1.2594765343287313 0.040040857553052818 1.4321235357573028 1.4371997065686812 1.3762061572026643 292.47972783918198 357.33782161262496 377.58812053427545 157.52707803837043 1.1700414854869805 226.81966666666668 315.83582721228652 1651.0488747950965 0.093313331212567269 0.18067889956183877 653.33825223285942 1.8424479935891578 5.5000000000000009 -0.40996307190214526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 5 -5 -4 7 11 -8 10 -9 12 -6 15 -15 29 17 20 -19 -20 21 -16 -23 24 27 -26 -27 28 -17 -1
right_child=2 -3 3 4 6 -7 8 9 -10 -11 -12 -13 -14 14 16 23 -18 18 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.04761313334816978 0.047189724326133733 -0.048796214357666345 0.05566887336650065 -0.053911312248918319 0.0096721578836441047 0.0080775769383591763 0.012027466102015405 0.028358178063192303 -0.036089266584638284 -0.024367248291443839 -0.012135832275574406 0.0073501470666684082 0.068893614699217412 -0.062828291811653086 -0.062164240617018487 0.038583501098995526 0.0098443768065836698 -0.090513899569675607 -0.053815835333080035 0.013701804527254016 0.020839329852412145 0.0055840016049783564 -0.050225590754832544 0.054520911877525273 -0.070024940588821971 0.020146477054522344 -0.043482458032667641 0.052671733999843984 -0.0096327387321697086 -0.00043483136037273089
leaf_weight=21 25 23 21 31 25 85 21 36 34 38 36 61 22 37 26 41 225 27 32 54 90 124 21 29 24 99 20 51 43 3155
leaf_count=21 25 23 21 31 25 85 21 36 34 38 36 61 22 37 26 41 225 27 32 54 90 124 21 29 24 99 20 51 43 3155
internal_value=0 -0.000544072 0.00518057 0.00261903 -0.00257183 0.017506 0.00325792 0.00854987 -0.0177174 -0.00310865 0.00811117 0.0204243 0.0373928 -0.000274638 -0.00572138 0.000719944 -0.00219391 -0.00943619 -0.0303193 -0.011421 -0.000394834 -0.0115707 -0.00249877 0.0158936 0.0118641 -0.00388634 0.00945254 0.028548 0.0139014 -0.000746779
internal_weight=0 4142 435 410 304 106 273 218 55 110 72 108 47 4119 636 3483 599 374 113 86 261 171 145 307 278 143 119 135 84 3176
internal_count=4577 4142 435 410 304 106 273 218 55 110 72 108 47 4119 636 3483 599 374 113 86 261 171 145 307 278 143 119 135 84 3176
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=29 26 22 25 22 12 20 28 17 17 3 26 12 19 16 9 22 18 20 18 9 10 20 10 18 8 22 17 20 16
split_gain=1.29148 3.55028 7.08802 5.26715 4.97565 14.679 10.0628 6.95129 6.93986 6.50227 6.11454 5.18216 11.0902 8.09285 3.71608 4.36742 5.30359 6.77944 5.68712 5.23002 4.89343 3.56745 5.90166 4.82163 3.88991 3.38079 5.30521 2.95586 2.93342 7.43613
threshold=65.000000000000014 12.500000000000002 0.22677802085672386 0.10524959695608999 0.013708353923640755 2199.2120742872403 1.5771345683840228 2.5000000000000004 1.4083784050470936 1.5246760644200432 238.79822638848142 6.5000000000000009 1365.5286470143615 1.2205374942997036 88.500000000000014 279.28928313338264 0.1934548440443539 1.2441638047367174 2.607340904719825 1.3635308127653281 303.6746005957217 121.75946231904969 2.7399005459754684 138.1478014981893 1.2376407773687308 501.19979784366581 -0.071317544569254057 0.98737376782808683 4.5839171984375469 118.95000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 10 25 11 -1 14 13 -13 -6 16 17 18 -16 -19 -17 22 27 24 -23 -9 -27 -18 -2 -30
right_child=28 2 -4 -5 9 6 -8 8 -10 -11 -12 12 -14 -15 15 20 21 19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0039630306661128994 0.00055507273073931963 0.0086539664749233497 -0.023217880977865528 0.062506239872891459 -0.0232850260971511 -0.015917786534713662 -0.105186795543081 0.010896385522625809 -0.07002685006707908 0.047183565823016346 0.069231942562120299 -0.10309501738975878 0.000612412040712885 -0.016117675788700582 0.020597774139605465 -0.045193691673089884 0.030208791623061355 -0.014170792360714269 0.088103232761988282 0.041983720563628063 -0.0017301154532873562 0.062230154026586271 -0.059497678415341815 -0.0042953662644140429 0.0085144943208433684 0.013029364161193373 -0.055476595747929361 -0.016316915096508133 0.054602433993880241 -0.0062807610456613793
leaf_weight=25 3251 42 34 32 61 23 28 56 20 27 21 23 78 20 24 28 22 43 26 27 346 26 22 80 28 20 26 36 35 47
leaf_count=25 3251 42 34 32 61 23 28 56 20 27 21 23 78 20 24 28 22 43 26 27 346 26 22 80 28 20 26 36 35 47
internal_value=0 -0.00274954 0.0145765 0.0319414 -0.00439673 -0.0179392 -0.0649282 -0.00367469 -0.0161651 -0.00116249 0.0294521 -0.00262917 -0.0218659 -0.0626404 0.000397676 0.00243814 0.0107492 0.0275771 0.0557006 0.00748881 -0.00498407 0.00131307 -0.0153971 0.0112893 0.0343776 -0.00560399 -0.0256914 0.00133077 0.00102623 0.019706
internal_weight=0 1244 108 74 1136 219 51 168 122 917 46 890 121 43 769 708 334 120 50 70 374 214 80 134 54 102 46 58 3333 82
internal_count=4577 1244 108 74 1136 219 51 168 122 917 46 890 121 43 769 708 334 120 50 70 374 214 80 134 54 102 46 58 3333 82
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=24 24 8 29 24 19 14 8 8 8 24 22 6 14 0 1 28 8 5 16 16 19 19 1 10 19 14 28 14 0
split_gain=1.29558 7.27754 5.69747 4.61994 13.1378 6.79123 5.8462 8.06709 5.38866 6.37002 5.37695 6.18352 5.15914 4.48321 8.09222 8.1208 8.40626 6.56728 7.99082 9.96219 9.1805 11.5105 8.89674 11.0042 7.2408 6.06811 5.1063 4.68109 5.68773 4.44815
threshold=0.47594033152107679 0.46587893945262804 546.19076625053822 170.00000000000003 0.76868703207777822 0.94806662922460483 0.028347668437867051 813.45582029397826 991.28187870893055 1104.8031778040474 0.63895059562517054 0.19685656745767591 333.12556492742709 0.00031161795181965666 801.06669207317088 951.20984835287982 6.5000000000000009 2407.5208333333335 151.59402251466625 264.62500000000006 92.500000000000014 1.6556474467995597 1.1975967712772067 653.33825223285942 146.11756511205331 1.0625739225949797 0.00099962939797582778 5.5000000000000009 0.0028916915008535258 342.8647118809169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 10 -4 7 -7 -9 -10 11 -5 -13 29 15 17 -17 18 20 22 -15 -22 23 -20 -24 -16 -27 28 -21 -11
right_child=2 -3 3 4 -6 6 -8 8 9 13 -12 12 -14 14 25 16 -18 -19 19 27 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00066191016563726674 0.047059574001468721 -0.045892324536624889 0.044913228885515744 0.026617417652159931 -0.0785916923424574 -0.059150940857150336 0.039702756758779295 0.047893011659383776 -0.050017862766981128 -0.018297710580745623 0.027860171488690667 -0.0048565157502889634 -0.075823440047956658 -0.027004831089921622 0.01455192869878374 0.098828865960240375 0.021895800774194757 0.04694573729275129 -0.10547000169754028 0.0056342098551491896 0.07813520480361251 0.0016720351683241982 0.051705252230167392 -0.019775546212182488 -0.016309934191263486 -0.0062801153115604235 -0.068907856903970249 0.0034040489928535353 0.075224507729644369 0.001090189241749399
leaf_weight=3001 28 36 38 20 27 22 40 25 24 164 41 20 21 23 30 20 49 39 23 24 45 35 20 43 72 23 30 146 23 425
leaf_count=3001 28 36 38 20 27 22 40 25 24 164 41 20 21 23 30 20 49 39 23 24 45 35 20 43 72 23 30 146 23 425
internal_value=0 -0.00119806 0.00236267 0.00153495 -0.0165642 0.00322316 0.0020453 0.000891048 0.00192061 0.00100701 -0.000145168 -0.0189684 -0.0412054 0.00199939 0.00775928 0.0120638 0.0441952 0.0075667 0.00418392 -0.00300283 0.0286747 0.0446826 -0.0216226 -0.0496388 -0.00152402 -0.021387 -0.0417298 0.0122403 0.039689 -0.00430814
internal_weight=0 3037 1540 1512 129 1383 1345 1305 1283 1258 102 61 41 1234 645 562 69 493 454 351 103 80 158 66 92 83 53 193 47 589
internal_count=4577 3037 1540 1512 129 1383 1345 1305 1283 1258 102 61 41 1234 645 562 69 493 454 351 103 80 158 66 92 83 53 193 47 589
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=29 23 23 25 25 22 16 23 4 18 13 20 29 13 0 13 16 4 23 19 19 28 19 22 0 0 20 2 25 0
split_gain=1.29944 3.46152 8.07319 7.01837 5.0298 5.23392 11.4081 8.30498 5.45985 4.88866 6.4158 7.53166 7.14399 12.5971 5.48358 4.56872 4.37784 5.5048 3.64369 3.73911 5.28791 5.16518 4.67116 7.92172 3.1759 3.14052 8.32319 6.99254 8.38035 7.34155
threshold=65.000000000000014 -0.33916014775673597 -0.20822130113646384 -0.026073519384329436 0.002479914804758641 -0.052448257610117864 332.07500000000005 -0.042997645655340325 645.41725462228476 1.0976697102084612 199.08450771281665 2.0270134847745744 50.000000000000007 72.932620759796706 444.16118789842807 120.00868686868688 73.500000000000014 197.34944483333186 0.82289078830449192 1.1147692541514593 1.1361939225989832 11.500000000000002 1.0724992573643772 0.18941052815725906 897.84305210918126 678.47418541487889 2.5356427645344484 867.06188153640346 0.63615938062970778 483.84289564882562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -7 -9 11 12 15 -14 -12 -11 17 -13 19 21 -21 22 23 -18 -22 27 -27 -2 29 -29
right_child=25 2 3 4 5 7 -8 9 -10 10 14 16 13 -15 -16 -17 18 -19 -20 20 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.032004507394075128 0.0018913819684982733 -0.050889568363449406 0.038493604755892259 -0.039387936591121719 -0.00063390094830199732 0.077067588015713478 -0.090553044736207955 0.025617579136300708 0.0066154676870527592 -0.029442358141144116 -0.074361657268135511 -0.068412647414952524 -0.0061314859004183257 -0.11441153235112628 -0.011852608165807195 0.033616942111402752 0.043789558342388395 0.0033215509808581811 0.034270932897925377 -0.050101601501757458 0.0017661873253208755 -0.019770754729480752 0.066115001857280739 -0.028690444067120555 -0.029324857730950629 0.0026297946878581901 0.036981210740105734 -0.052575720326208025 0.0022609633989884976 -0.013495090376108704
leaf_weight=28 2356 35 41 38 43 22 21 58 22 27 23 20 22 21 36 20 38 23 35 22 536 28 25 25 35 440 84 68 221 164
leaf_count=28 2356 35 41 38 43 22 21 58 22 27 23 20 22 21 36 20 38 23 35 22 536 28 25 25 35 440 84 68 221 164
internal_value=0 -0.002758 -0.00355846 -0.00215576 -0.00361771 -0.00238425 -0.0301386 -0.000672998 0.0418415 -0.00255493 -0.00430066 -0.00215326 -0.0295571 -0.0590124 -0.0362205 -0.00260861 0.0009806 -0.0300432 0.00277364 0.00121877 -0.00199313 0.0176382 0.0295411 0.0150277 -0.000139569 0.00102939 0.00813651 -0.000296396 -0.0116748 -0.0249498
internal_weight=0 1244 1216 1181 1140 1102 64 1038 44 994 936 877 90 43 59 47 787 43 744 709 593 116 88 63 571 3333 524 2809 453 232
internal_count=4577 1244 1216 1181 1140 1102 64 1038 44 994 936 877 90 43 59 47 787 43 744 709 593 116 88 63 571 3333 524 2809 453 232
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=20 17 17 16 17 17 21 15 20 15 10 18 11 24 12 3 29 10 20 20 15 1 1 16 29 25 1 3 3 1
split_gain=1.36692 4.25818 14.0382 8.14898 4.60734 4.78908 3.9774 3.97701 12.9541 9.63622 10.5979 11.1566 10.9058 9.14734 8.64176 8.24906 11.3434 7.9132 7.60033 5.91633 4.71962 6.59703 7.68488 4.8154 4.56723 5.0095 5.04998 6.82548 4.38749 9.2114
threshold=2.5157963828108731 0.91008053113393383 0.9221444585790467 339.02500000000003 0.94935201627534815 0.95667343732974353 0.59101091163067754 1512.95 2.5561658204328679 1811.2500000000002 98.596655165466316 1.3268754248335484 306.34525530794014 0.62975658408015189 630.60204858993836 679.25832739488965 110.00000000000001 83.520038304010399 4.343914822828741 3.8451729747259891 1919.8500000000001 640.35493620185491 716.89218943600588 426.55000000000013 140.00000000000003 0.3207844825966501 1119.708342600333 1102.3413700786421 836.16735787321477 867.9643512514823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -4 15 -9 10 -10 12 -12 -13 -11 -2 -17 -16 19 20 -19 -22 -23 28 25 -25 27 -27 -24 -30
right_child=7 2 4 -5 5 -7 -8 8 9 14 11 13 -14 -15 17 16 -18 18 -20 -21 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.06342616372838103 0.00013512155423453507 0.067974199044692804 -0.0014567570251529105 -0.0016520736036235812 0.040669865300878884 0.0017420346056731919 -0.038690516094748793 -0.065089819774132321 0.027569423762686326 0.05150939594164039 -0.031794824326947413 0.012438383867867806 -0.10929382386306921 -0.059922255173325535 -0.058589835788892666 3.1520913426692672e-05 0.10020402848720551 0.038491265205811948 0.052031943241932568 -0.041778806514818884 -0.042938500334109585 0.042282927971939714 0.028685961067676548 -0.038724530199542639 0.052091128893551379 -0.0042061280067029749 -0.021034658914431931 0.044731631515580315 -0.059389933828920639 -0.0043995439554705765
leaf_weight=29 872 32 64 81 32 2549 52 37 33 33 46 58 30 25 23 26 20 32 28 34 35 43 20 25 21 57 40 57 44 99
leaf_count=29 872 32 64 81 32 2549 52 37 33 33 46 58 30 25 23 26 20 32 28 34 35 43 20 25 21 57 40 57 44 99
internal_value=0 0.00135215 0.00212969 -0.017938 0.00134844 0.00222467 -0.0181478 -0.00220871 -0.00727008 -0.00453786 -0.0240011 -0.0347044 -0.0623865 -0.00935699 0.00178523 0.00231234 0.0435848 -0.00115544 0.0013137 -0.00148731 0.00140891 -0.00128187 0.00230921 -0.00242596 0.00797184 0.00279583 0.00953615 0.0202628 -0.015184 -0.0213197
internal_weight=0 2839 2729 110 2697 2581 116 1738 820 783 192 159 76 83 591 918 46 558 535 507 473 441 406 363 200 179 154 114 163 143
internal_count=4577 2839 2729 110 2697 2581 116 1738 820 783 192 159 76 83 591 918 46 558 535 507 473 441 406 363 200 179 154 114 163 143
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=28 25 19 25 12 15 19 26 25 10 26 2 26 25 25 16 8 20 16 20 6 16 20 15 28 25 10 15 12 9
split_gain=1.17365 7.05489 16.1211 7.26543 6.94459 7.7637 7.42827 6.76044 6.55921 7.07503 5.54496 8.27403 4.23374 6.07989 5.40269 6.98421 10.3134 4.11178 4.6254 4.00237 3.80409 3.6691 4.59806 3.60677 2.84289 8.79604 7.80806 6.90336 7.47869 12.9393
threshold=1.5000000000000002 0.028077679766728165 0.86754877166062994 0.0079065884399830821 1691.7323075423969 1238.1499999999999 1.0075274564765739 6.5000000000000009 0.46036377699913583 113.52595372107568 5.5000000000000009 506.01298009040818 3.5000000000000004 0.36329198741945951 0.29799774624821601 177.12500000000003 891.31873858047686 2.1853002140049926 128.67500000000004 2.3835205384682294 293.159624081402 141.95000000000002 3.0866209824263522 1343.0999999999997 5.5000000000000009 -0.10806860847467019 830.96853167012841 1114.7999999999995 1365.5286470143615 176.49369747899161
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 20 12 -10 -1 -12 14 19 15 -4 -17 -11 -19 -14 -6 -20 -23 -21 25 -2 27 -27 29 -29
right_child=24 2 8 -5 5 -7 -8 -9 9 17 11 -13 13 -15 -16 16 -18 18 21 23 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0054172241624365468 -0.044609785356691911 -0.083322654124991652 -0.0096729407759590293 0.051986101099423004 0.076832109391689302 -0.038996975421905521 0.083815985806286339 -0.010508105763130719 -0.035055776161607356 -0.023455318114296957 0.00062303340860775543 -0.087131970731372188 0.038894884896775089 -0.050573490879365385 -0.00061494687741453003 -0.11507493419921958 -0.025740837432178004 -0.01756785750065161 0.070485405731014902 -0.039096687716387572 0.015154823255725206 0.040745351681419253 -0.0058749357115148622 0.013613107630654292 -0.0011117837371190226 0.013306938544882106 0.066696506277436313 0.050120366543531414 0.0061200461448742988 -0.026504550207536465
leaf_weight=47 35 29 36 35 20 20 20 45 32 22 21 22 30 21 44 24 28 23 20 21 20 56 34 34 2692 540 21 25 374 186
leaf_count=47 35 29 36 35 20 20 20 45 32 22 21 22 30 21 44 24 28 23 20 21 20 56 34 34 2692 540 21 25 374 186
internal_value=0 -0.00375592 -0.0111844 0.00973423 0.00285602 0.018106 0.0289828 0.0160809 -0.00626205 0.00775314 -0.0183246 -0.0442749 -0.017274 -0.00239039 -0.0292259 -0.0435315 -0.066972 0.0165911 0.0232153 0.00951367 0.0459935 0.0317427 0.0231332 -0.00651245 0.000682719 0.00477315 0.00628136 0.00515361 -0.00237255 -0.0174258
internal_weight=0 704 454 250 215 125 105 85 425 187 90 43 238 106 132 88 52 155 133 85 40 110 90 55 3873 1181 1146 1125 585 211
internal_count=4577 704 454 250 215 125 105 85 425 187 90 43 238 106 132 88 52 155 133 85 40 110 90 55 3873 1181 1146 1125 585 211
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=12 12 16 8 1 3 15 12 15 0 18 25 28 3 5 9 8 1 8 15 3 16 15 8 28 29 19 10 15 18
split_gain=1.26606 7.6682 8.7574 5.09526 4.18864 5.87705 7.04835 11.6819 8.92305 10.0445 13.9878 16.5518 8.70854 7.40874 8.3135 14.86 10.9814 7.88683 7.18731 6.41565 7.02637 6.36993 6.18192 11.1064 6.0469 12.8633 12.696 6.02739 7.91167 6.02199
threshold=1593.7761698590714 1639.5544701634674 441.25000000000006 498.47800890394132 937.02490108723634 1060.1257521211917 1811.2500000000002 735.02645982066724 1526.2999999999995 249.69315700471199 1.2659520683201804 0.54123269707267196 6.5000000000000009 868.78926035249503 294.85342561453109 294.61484593837542 562.96272602591409 495.56468657061811 1739.8472556089746 2375.2000000000012 912.9672491228464 390.05000000000007 1194.3000000000002 1857.4168797953967 7.5000000000000009 185.00000000000003 1.0696912552340787 129.94113613934243 1000.0000000000005 1.3072562372780483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 8 -8 13 -10 11 -11 -9 14 18 17 -17 27 -1 20 -14 -7 23 -20 26 -26 -18 -16 -29 -23
right_child=1 -3 -4 -5 -6 21 7 12 9 10 -12 -13 19 -15 15 16 24 -19 22 -21 -22 29 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0038467238464817439 0.027841158254471213 -0.00061047271858250679 -0.0830843429081142 -0.037835709736854947 0.012863038329061516 -0.063524548687772561 0.082902203901455959 0.039226730834759242 -0.075914428250065877 -0.11650602786761265 0.010268250270706597 -0.0095457344411466367 -0.075731882468839606 -0.041441758496588786 0.0056957566752456707 -0.047893229618859598 -0.060361709734124525 0.094002603602712051 0.033330123959795427 0.029458381949613494 -0.00021221157429473744 -0.036531072976067662 0.047231858563436951 -0.055951088785447856 0.0010471631747300495 0.073425777155805283 0.023590857466292938 0.08172269040668334 0.011267849270786558 0.017079836056059738
leaf_weight=978 21 2252 24 27 292 28 26 56 28 23 109 39 22 38 52 39 31 24 38 24 28 40 54 22 73 37 43 37 28 44
leaf_count=978 21 2252 24 27 292 28 26 56 28 23 109 39 22 38 52 39 31 24 38 24 28 40 54 22 73 37 43 37 28 44
internal_value=0 -0.00163757 -0.0337628 -0.00910208 0.00168917 2.53451e-05 0.0013727 0.0217123 -0.000501472 -0.0203934 -0.0113022 -0.0492246 0.00947427 0.00214812 0.00328577 0.0163737 0.00030742 0.0417836 -0.00107688 -0.0130411 -0.0334409 -0.022218 0.0226854 0.000593679 0.0105239 0.0253927 -0.0115785 0.031072 0.0513729 -0.00844917
internal_weight=0 2324 72 48 2253 1961 1849 156 1693 199 171 62 130 1494 1456 364 223 141 1092 74 50 112 114 60 184 110 74 117 65 84
internal_count=4577 2324 72 48 2253 1961 1849 156 1693 199 171 62 130 1494 1456 364 223 141 1092 74 50 112 114 60 184 110 74 117 65 84
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=18 19 9 28 16 16 27 19 18 5 10 9 0 0 3 28 12 9 12 1 3 12 29 0 5 5 18 18 18 6
split_gain=1.08529 4.29058 3.99204 4.99985 3.98137 4.64611 3.68288 3.2324 2.85883 2.84629 4.69571 3.58028 2.83088 2.79712 2.22568 2.53111 1.91056 9.44741 3.6396 11.2256 15.5575 6.50193 8.69521 4.99754 4.74016 7.03586 2.80407 11.3778 7.23084 5.44795
threshold=1.6415472159200581 1.9268661819203683 322.02772808586764 8.5000000000000018 559.6500000000002 351.50000000000006 10.500000000000002 1.6927161191047564 1.7018786471612255 175.42005719938965 62.907646457699364 71.092595997349051 334.41500812940347 226.06270447644238 450.45725426332518 2.5000000000000004 357.5945367672154 279.28928313338264 505.63648068749552 429.26023193594932 903.31592978449601 525.53451533457803 125.00000000000001 129.35029970029973 133.55751659978955 197.01834087684932 1.4321235357573028 1.4371997065686812 1.3762061572026643 166.75334070815964
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 5 6 8 -8 -2 10 11 -10 13 -7 15 -9 17 -1 19 23 -21 22 -20 -18 -25 -26 28 -28 -23 -29
right_child=2 -3 3 -5 -6 12 7 14 9 -11 -12 -13 -14 -15 -16 -17 18 -19 21 20 -22 26 -24 24 25 -27 27 29 -30 -31
leaf_value=0.0018922209211220771 0.042274980583498559 -0.043570009197877804 0.0031397600970813075 0.070220807511359451 0.030976003617411707 -0.03844877559306991 -0.044447912559622813 0.03759578679289137 0.022734170981372398 -0.014399216797104791 0.045029606624833636 -0.034553871899843214 -0.047152633948384655 0.0038239027240446638 -0.028077748329156924 -0.0060891804181867175 0.043494198285043244 -0.075352734625339521 0.0012881621580432964 0.12308579988777638 0.0012238434092565016 -0.00033105462295216962 -0.083404300937598402 0.016360988721135072 -0.073015045869926173 -0.0016028323588339059 -0.068751852666693078 -0.025761411709503995 0.017178189771851749 0.0012412627241362565
leaf_weight=76 31 23 25 20 41 23 21 21 24 38 37 20 28 49 21 36 21 20 27 20 22 2998 22 40 22 37 28 90 256 440
leaf_count=76 31 23 25 20 41 23 21 21 24 38 37 20 28 49 21 36 21 20 27 20 22 2998 22 40 22 37 28 90 256 440
internal_value=0 -0.000499024 0.00475162 0.0329536 0.00149755 -0.00196553 0.0053464 -0.00962361 0.0152266 0.0081804 0.0187733 -0.00330585 -0.0201722 -0.00967987 -0.000247842 0.0100053 -0.000258521 -0.0142005 7.41734e-05 0.0147582 0.0592533 -0.000541938 -0.036737 -0.000815151 -0.0102141 -0.0282311 -7.66811e-05 -0.00662621 0.00104644 -0.0033441
internal_weight=0 4142 435 45 390 349 249 99 150 119 81 44 100 72 78 57 4119 96 4023 162 42 3861 49 120 99 59 3812 558 3254 530
internal_count=4577 4142 435 45 390 349 249 99 150 119 81 44 100 72 78 57 4119 96 4023 162 42 3861 49 120 99 59 3812 558 3254 530
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=17 17 10 10 24 17 8 8 21 21 0 11 11 28 21 28 10 17 22 0 22 17 23 21 0 12 0 18 4 17
split_gain=1.09399 5.87396 4.64209 6.71334 6.32982 5.46054 4.47297 3.90315 3.3343 5.09988 7.82545 6.46333 4.48548 5.55402 5.75402 4.21818 4.95332 4.31198 3.02698 3.82388 2.99718 2.95493 2.52126 2.34541 2.19405 7.97495 7.43222 7.45588 8.72919 6.38317
threshold=0.93312261576613975 0.94935201627534815 234.18744116966289 120.80177448207382 0.83409372049251063 0.94347070517192422 440.66219313554399 637.89082935065687 0.61676273683673533 0.70604383709461704 153.70701438848923 402.82047545462859 353.66819659238098 16.500000000000004 0.42801303818443132 11.500000000000002 161.9356514845777 0.87951647153755419 0.29590166656467326 165.22211082434433 0.4053245592906855 0.95361530759877799 0.65769775324485147 0.55093128692287185 912.26503759398508 3876.6830429518363 836.91666666666686 1.205789315833758 924.50494685977503 0.99036847893316526
decision_type=2 2 2 2 2 2 2 2 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 -5 -4 -1 -8 12 10 -10 22 13 15 -15 16 18 -18 -9 -20 -12 -3 -11 -14 26 29 -23 28 -28 -26
right_child=1 21 5 4 -6 -7 7 8 9 11 20 -13 23 14 -16 -17 17 -19 19 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.030006319345233758 -0.0039916689197222388 0.028673040644369194 0.040287179483667668 -0.083601384993755468 -0.013370828365995771 -0.029399369690905921 0.047656420999291266 -0.021419601759740284 -0.078405520319938665 -0.027005363826549823 -0.027318669538686259 0.052454718474585271 -0.019260585726430968 -0.047302897460758692 0.016649184452698512 0.055836953907399567 0.015674946029056711 0.063493932936001904 -0.01324686773121357 0.047168940644372596 0.014404046357693998 -3.2658574308937048e-05 0.014793093061005628 0.016939537853002548 0.048696645238885172 0.06815676646573203 -0.08666292755834519 0.01377595539018512 -0.0042998372746462172 -0.0035222926655974749
leaf_weight=36 45 36 23 33 21 22 22 35 20 31 36 26 63 24 34 37 44 33 20 22 33 3527 27 25 27 21 31 25 22 176
leaf_count=36 45 36 23 33 21 22 22 35 20 31 36 26 63 24 34 37 44 33 20 22 33 3527 27 25 27 21 31 25 22 176
internal_value=0 -0.000581932 -0.0204128 -0.0325178 -0.0562895 0.0062182 0.00410734 0.00641578 0.00463677 -0.00664843 -0.0233286 0.0110246 0.0104301 0.0172886 -0.00981375 0.0255186 0.0182344 0.0361688 0.000299913 0.0183995 -0.00736433 0.000156914 -0.00754746 -0.00897646 -0.000111193 0.00949187 -0.000707888 -0.0312404 -0.0524745 0.00342308
internal_weight=0 4009 144 99 54 45 568 532 510 173 89 84 337 249 58 191 154 77 77 42 69 3865 58 88 3829 224 3605 78 53 203
internal_count=4577 4009 144 99 54 45 568 532 510 173 89 84 337 249 58 191 154 77 77 42 69 3865 58 88 3829 224 3605 78 53 203
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=19 29 22 14 22 24 25 14 10 25 24 0 24 13 3 19 10 16 29 13 0 6 6 19 22 22 1 24 14 25
split_gain=1.0483 2.48994 2.05991 5.69849 4.37849 3.00196 1.43222 20.826 4.60366 4.32768 3.36754 3.5332 3.5308 3.97835 6.81336 9.7402 4.06706 5.02603 3.74812 7.07696 4.31958 3.85934 2.81882 2.63556 2.50202 5.08086 2.80661 2.44735 7.80918 6.8567
threshold=2.2243398023378238 110.00000000000001 0.46775236097130973 0.00028624418238443509 0.44686009274148852 0.76352694843070401 0.74713695460496676 0.010358520557347652 298.2569035446225 0.73814564868611743 0.77792601557413488 363.73729392254421 0.80241256596893229 64.799063476716228 586.49874143975933 1.2406952754460863 128.74635682158922 737.82500000000016 125.00000000000001 100.9953152111047 473.94547207217045 223.00808125275142 242.0455793879153 1.1926043729467004 0.20979420624297623 0.21936598373747149 1089.873686335709 0.47594033152107679 0.018265584821564776 0.3852638897048633
decision_type=2 2 2 2 2 2 2 2 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 4 -4 6 -6 9 8 10 27 11 -8 -12 14 -14 -16 22 18 19 20 23 -20 24 -18 -15 -26 -27 29 -29 -1
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 12 -13 13 16 15 -17 17 -19 21 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=2.339428542637192e-05 -0.014951097448356449 0.028843070812070288 -0.043397618623243442 0.0212022152306004 0.003493389834395864 0.054142269641160971 -0.052759477832856089 -0.09059459605702648 0.043065580790457525 0.034057809510513355 0.020086618121713404 -0.0034686209972609179 0.026989956796169279 0.022813029472644516 -0.007508692440266411 -0.089752404306394362 -0.023479653458872981 -0.027689773059482205 0.061999929813487877 -0.034946937362353013 0.047659789098866492 0.010781909046428544 -0.042265335260890428 0.026048229847635541 -0.057302398188039665 0.0081013321437473813 -0.032845898201181133 0.00017413219941664533 0.0258345004712307 -0.02088526589178806
leaf_weight=2843 20 37 36 22 22 25 26 27 23 38 75 33 20 26 36 24 22 29 31 30 36 28 24 21 20 70 22 597 148 166
leaf_count=2843 20 37 36 22 22 25 26 27 23 38 75 33 20 26 36 24 22 29 31 30 36 28 24 21 20 70 22 597 148 166
internal_value=0 0.0134767 -0.000169949 -0.0188942 7.3441e-05 0.0304343 -0.000249766 -0.00469331 -0.00080181 0.000480278 -0.00256263 -0.02519 3.46765e-05 -0.00339105 -0.0235571 -0.0404062 0.00110278 0.0107548 0.017391 0.00640188 0.022104 0.0376931 -0.0106345 0.000708383 -0.00513352 -0.0116211 -0.0016904 0.000140389 0.00527176 -0.00113009
internal_weight=0 57 4520 58 4462 47 4415 623 596 3792 573 59 514 439 80 60 359 197 168 109 79 59 162 43 138 112 92 3754 745 3009
internal_count=4577 57 4520 58 4462 47 4415 623 596 3792 573 59 514 439 80 60 359 197 168 109 79 59 162 43 138 112 92 3754 745 3009
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=20 23 21 3 20 11 24 24 23 24 23 24 18 20 3 20 25 15 16 21 18 21 8 0 0 14 16 25 24 25
split_gain=1.09881 3.93226 17.4307 4.42094 2.79894 4.16327 4.62777 3.73269 7.88185 6.79338 8.23987 10.7535 6.83173 5.40095 5.46259 6.76275 5.14864 4.56953 5.61464 7.8155 4.84431 4.28546 4.34928 4.68532 4.18627 3.98858 3.26327 4.01916 8.03804 8.58424
threshold=1.7634609012857101 0.11360623912395111 0.68487235514557498 1341.4079920338932 1.7199893659234926 193.48242381840797 -0.019467021648665855 -0.010127222418597726 -0.017780985804374878 -0.03734794892746663 -0.17294465883016946 -0.031801557733546391 1.3338010454612037 1.311798043968176 1084.3361533664147 1.5303437668979163 -0.044186100241315425 1037.9000000000001 683.30000000000007 1.1178092182522963 1.2809915640814615 0.68821515311958947 223.5068891855808 488.93635866593769 829.79539035137282 0.43405509458881464 741.12500000000011 0.013768992447100599 0.042240066981208725 0.028077679766728165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -7 8 9 17 11 -11 -13 -12 15 -15 -9 18 19 20 21 -1 -23 -24 26 -22 27 -18 29 -29
right_child=-2 2 -4 -5 5 6 -8 16 -10 10 13 12 -14 14 -16 -17 24 -19 -20 -21 25 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.022737576860207609 0.00092675679943349416 0.023798433583314446 -0.090252648960988696 -0.02598515580815729 0.016984656002993384 0.0032233517495510373 -0.053608934071503189 0.050518706469581676 -0.059749932706356049 -0.10471269396976346 -0.040397064105190082 0.025658876643283292 -0.051452324387651904 0.050792043135525322 -0.033209648697326587 -0.0080983551290745911 0.015239487771360858 0.037599153280621626 -0.042404542189951128 0.039905896870504054 -0.063233891785854396 0.048476770696840414 -0.011488137898536831 0.033481812228759129 -0.030104417633265258 -0.0041174218654632571 0.045855840570515116 -0.0096330930246040225 0.010945488894008003 -0.087610682211816324
leaf_weight=41 3371 44 27 30 24 23 38 26 25 21 29 20 27 39 24 39 197 41 26 55 21 29 65 36 32 25 21 48 113 20
leaf_count=41 3371 44 27 30 24 23 38 26 25 21 29 20 27 39 24 39 197 41 26 55 21 29 65 36 32 25 21 48 113 20
internal_value=0 -0.00259046 -0.0214777 0.0036159 -0.00086412 -0.0182985 -0.0321804 0.000588744 -0.00486149 -0.00231091 -0.0169774 -0.0452206 -0.018639 -0.00231674 0.00851002 0.0213468 0.00730314 0.0062986 0.00199215 0.00623595 -0.0022979 0.00545147 0.0143419 0.00454076 0.00469617 -0.0311054 0.00748719 0.0053556 -0.005402 -0.0325677
internal_weight=0 1206 101 74 1105 85 61 1020 563 538 199 68 47 131 102 78 457 339 298 272 217 171 130 101 431 46 399 378 181 68
internal_count=4577 1206 101 74 1105 85 61 1020 563 538 199 68 47 131 102 78 457 339 298 272 217 171 130 101 431 46 399 378 181 68
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=28 25 23 17 11 25 8 25 9 6 23 9 22 29 13 17 22 5 17 11 1 2 28 9 6 8 10 8 18 13
split_gain=1.13441 5.37029 5.81519 3.83854 6.13572 3.71375 3.78398 10.6668 5.1013 3.64652 3.60023 3.38115 3.00009 3.4789 3.23348 2.55064 2.40592 2.24852 2.99667 1.87065 1.86464 9.38644 18.0708 20.3286 9.23206 7.3066 7.14945 6.98036 11.7974 8.64014
threshold=23.500000000000004 0.83516617297137608 0.77834641262817617 1.5009772687160352 179.21910253869535 -0.054422264795102183 953.88193737270888 0.25846750001517821 167.69473335854767 271.8643821773083 0.66896118017222694 201.53646889293438 0.19858257382788527 125.00000000000001 65.166858445749128 0.99843856587371893 -0.017006937123352082 1084.1887341974718 1.0695914332686964 117.77083333333336 487.77507357942198 673.4269027170933 8.5000000000000018 248.75500000000002 585.3337612048864 803.2496061917949 182.99264705882356 637.89082935065687 1.1702195941074194 154.59276568075924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 5 -5 -2 8 -8 -7 10 -9 -10 -11 14 -14 -16 -13 20 -19 -3 24 22 26 -24 25 27 -22 -1 -29 -30
right_child=1 19 -4 4 -6 6 7 9 11 12 -12 16 13 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00068701950904775282 -0.037186512739087151 -0.050675127557700587 0.046060560622976893 -0.00075414413265113183 0.06840846554740615 -0.0094382375186564879 -0.074389618288259948 0.0082488155839118091 0.060513685185175685 -0.015968969008988806 -0.046247870557838022 0.041293824491677462 -0.006780047200265385 -0.0098143365313964233 0.056296424733267895 0.017164598044849211 0.0028504941476190965 0.0035886171755244896 0.039690880886008667 -0.0093942718013473175 0.03265573066473007 -0.00070163661414562352 -0.13636167850851527 -0.029381588703164686 0.051277993909186796 0.010721523274600237 -0.017641455293364396 0.032216289245030463 -0.02202506836525403 -0.084233033767452947
leaf_weight=1350 24 21 36 29 23 51 20 22 26 36 27 27 21 35 36 31 41 89 31 23 50 1638 23 78 36 498 65 34 129 27
leaf_count=1350 24 21 36 29 23 51 20 22 26 36 27 27 21 35 36 31 41 89 31 23 50 1638 23 78 36 498 65 34 129 27
internal_value=0 0.00435499 0.00738976 0.00428921 0.029837 0.000942897 0.00339626 -0.00463598 0.0160263 0.0020711 -0.02178 0.0298421 0.00942144 0.0168528 0.027459 0.0381907 0.0181148 -0.000569118 0.012915 -0.0290965 -0.000981057 -0.00328548 -0.0228796 -0.0537434 0.00107892 0.000192184 0.00422689 -0.00321276 -0.0211588 -0.0327918
internal_weight=0 529 485 449 52 397 373 228 145 208 49 94 159 123 88 67 68 4048 120 44 3928 1854 216 101 2074 2038 115 1540 190 156
internal_count=4577 529 485 449 52 397 373 228 145 208 49 94 159 123 88 67 68 4048 120 44 3928 1854 216 101 2074 2038 115 1540 190 156
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=28 25 29 25 13 18 23 18 21 23 4 2 2 0 9 26 18 26 0 29 21 28 23 1 21 18 2 25 25 26
split_gain=1.24125 5.64426 6.94304 16.0612 10.4257 7.43015 6.72028 5.36654 5.44732 5.0648 4.77172 4.76683 6.72059 5.08572 4.5967 3.78126 5.8347 4.19886 4.33703 5.65321 4.78556 3.78015 3.74372 3.65752 3.67854 2.95042 2.21346 2.07516 9.38897 3.89703
threshold=1.5000000000000002 -0.054422264795102183 185.00000000000003 0.029412442235545785 133.04209798762705 1.1880043839472154 0.085664019189711935 1.20242062412608 0.9987749762208854 -0.17294465883016946 181.73755809462725 336.06624075626502 324.02414545990536 165.22211082434433 105.30154593498106 11.500000000000002 1.1742798460415396 1.0000000180025095e-35 435.41159916124053 75.500000000000014 0.6417362353662428 1.0000000180025095e-35 0.23953946514229654 334.67203133283834 0.97481874674863633 2.3115494833138879 1056.9666961316791 -0.065165578345229694 -0.067946433714120555 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 9 7 5 -5 -7 -4 -9 -3 -11 12 -12 -13 -1 17 -17 22 19 -19 21 26 -15 -16 -25 27 -20 28 29 -2
right_child=25 2 3 4 -6 6 -8 8 -10 10 11 13 -14 15 23 16 -18 18 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.024366982504725458 -0.014590883847104004 -0.041614765115082268 -0.024591314440240732 -0.12222134572538464 0.0046888268087059261 -0.08763475406752981 -0.008375672604888678 0.066331526471767585 0.0012407843127018878 -0.040837586717680098 0.0052291611794914525 -0.040276224831385272 0.076786484888621748 -0.044277790525839446 0.06504589404378619 -0.062155825942754754 0.0042777779344946917 0.015676630205745178 0.02573192591778934 0.081958260285583409 -0.031117234254876776 0.049089696670749361 0.0044763648176624898 -0.01356233933280843 0.037890850210731686 0.036411694346157757 -0.020233842611990193 0.0012946524783205781 -0.061070271147864646 0.0060154625767857859
leaf_weight=20 151 28 37 22 22 23 20 20 36 24 35 28 21 21 21 20 39 31 20 22 24 28 63 24 33 23 22 3436 29 234
leaf_count=20 151 28 37 22 22 23 20 20 36 24 35 28 21 21 21 20 39 31 20 22 24 28 63 24 33 23 22 3436 29 234
internal_value=0 -0.00386257 -0.00746333 -0.02393 -0.0548141 -0.0749536 -0.0507701 0.00496151 0.0244875 -0.000505563 0.00238654 0.00516028 0.0320632 0.00042267 0.0184033 0.00435222 -0.0182421 0.0101231 0.0203146 0.0431898 0.00741693 0.0206286 -0.00771217 0.0293701 0.0162263 0.000702105 0.00165462 0.000488775 -0.00619962 -0.00206651
internal_weight=0 704 606 180 87 65 43 93 56 426 398 374 56 318 98 290 59 231 147 53 94 70 84 78 57 3873 42 3850 414 385
internal_count=4577 704 606 180 87 65 43 93 56 426 398 374 56 318 98 290 59 231 147 53 94 70 84 78 57 3873 42 3850 414 385
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=23 22 10 24 2 27 14 24 22 24 20 10 20 2 20 4 22 23 2 23 23 19 17 23 2 22 17 22 21 1
split_gain=1.07928 1.5611 1.65686 1.87015 1.69701 4.14078 2.08425 4.31519 6.18064 8.90367 3.92683 5.46906 5.31642 5.72286 3.61508 7.1165 3.89167 5.20244 9.65074 7.65929 7.6351 7.12906 6.21967 4.70851 4.3113 4.24179 8.71922 6.7794 10.2423 5.51584
threshold=-0.4930622341871887 -0.46502048663360357 33.258563668718956 -0.097398625960373172 169.57363348570249 7.5000000000000009 0.4060108305024312 -0.012858408226778072 -0.091428406911706991 0.034534322264534394 1.2945211398108032 104.50280898876406 1.3545753652886343 359.96434792110057 1.4106253918766094 913.69696149385493 -0.10352432027172898 -0.14182208568722651 465.30268700596019 -0.16639672494609811 -0.1766761946061717 0.80865695883776223 1.6861944054638109 -0.25711204456295528 512.33349186340729 -0.065941307170268929 1.2136764814414434 -0.059731935519741 1.0162316168983312 433.18785714285724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 10 -8 9 -9 11 -6 13 -12 15 -14 17 19 -19 20 21 23 -23 -16 -24 26 -18 28 -27 -28
right_child=1 2 3 4 6 -7 7 8 -10 -11 12 -13 14 -15 16 -17 25 18 -20 -21 -22 22 24 -25 -26 27 29 -29 -30 -31
leaf_value=0.017750416106462261 -0.022496740021292243 0.017271190940995107 -0.02094592081252919 0.0011997236588666606 0.061757806409150365 -0.05387625853065401 -0.00016702128874798459 0.07935011636684923 0.00030896992632938974 0.0032015401836750766 0.001440735922559448 -0.0057518455975999437 0.04492436839112391 -0.068364174788196883 -0.076184031934562066 -0.016543101441235313 -0.015455471113738087 -0.0016653362095255305 -0.079479205681543263 0.035229969336542974 -0.061556491642617263 -0.0069096574741754901 0.061044140203739522 -0.012136313621886075 0.0069061052960980879 -0.089470363230932326 0.022575125332253101 0.00024086779962558918 0.01052197575569153 0.081440062802284954
leaf_weight=34 31 55 43 43 24 20 251 34 62 28 23 24 48 24 22 31 54 37 28 43 26 302 24 24 38 21 78 3065 20 20
leaf_count=34 31 55 43 43 24 20 251 34 62 28 23 24 48 24 22 31 54 37 28 43 26 302 24 24 38 21 78 3065 20 20
internal_value=0 -0.000132845 2.08078e-05 -0.000192064 1.01141e-05 -0.0162847 0.000246054 0.00737275 0.0226347 0.0449604 -0.000426107 0.028003 -0.000773509 -0.0342043 -0.000368652 0.0208042 -0.000808594 -0.00863816 -0.0351852 -0.00503575 -0.00900691 -0.0056745 -0.000986882 -0.0427678 0.0278628 0.000498738 0.0168096 -0.000299478 -0.0406936 0.0345884
internal_weight=0 4543 4512 4457 4414 63 4351 375 124 62 3976 48 3928 47 3881 79 3802 544 65 479 436 410 364 46 62 3258 152 3106 41 98
internal_count=4577 4543 4512 4457 4414 63 4351 375 124 62 3976 48 3928 47 3881 79 3802 544 65 479 436 410 364 46 62 3258 152 3106 41 98
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=4 12 12 18 28 10 18 1 10 11 12 19 20 24 28 20 21 29 28 4 18 10 10 10 20 19 10 12 12 18
split_gain=1.16466 3.47724 9.6026 8.40761 7.12997 7.93429 7.11252 6.25319 12.9493 9.45166 5.85911 7.79548 7.20808 5.21592 5.10505 7.00016 5.09625 15.2766 6.62319 4.55116 4.35505 4.35501 4.33698 4.07565 5.27275 3.91245 3.90031 3.30971 4.79452 3.30197
threshold=290.76645860635682 1661.5538900303775 1799.1190476190479 1.2539424140320508 22.500000000000004 124.06398621481908 1.1511755108045125 849.6751263832931 159.35123422758059 190.70532473334455 1258.8934310727352 0.9664763734241606 1.6691399373830018 0.84721290122434711 12.500000000000002 2.4260358619214286 0.62514802853647156 200.00000000000003 6.5000000000000009 273.17480663072087 1.2172056387965382 298.2569035446225 95.202803606649766 75.689527697363062 2.2890246765310152 0.79665085860839902 107.43219070344892 1197.5208621394106 1161.5600938107527 1.2242822430538591
decision_type=2 2 2 2 2 2 2 2 2 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 3 -3 5 6 16 8 9 -7 21 12 -12 -9 19 -16 17 26 -18 29 -6 27 23 25 -25 -8 -4 28 -1 -13
right_child=-2 2 4 -5 20 7 22 13 -10 -11 11 14 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052471766481176022 0.0011711302824394662 -0.098055701800400311 0.066986272538391262 -0.017579292944248984 0.0079041460687976055 -0.039168527581366817 -0.031812995762146752 0.033890077155893261 0.0015070087468142021 -0.12746815654364499 0.012481375058116608 0.0068991463766856628 0.07313238092077276 -0.028961687951889494 -0.057447579429884044 0.0068019390149518513 0.011217346549720357 -0.046749638981725045 0.077491185963153852 -0.021305042771356447 0.06305643255737696 0.03013544692280325 0.021383072177951153 -0.06686638343547073 -0.0025011864677071572 0.019696883447468283 0.0071925576590001587 -0.039386404114257957 0.040219336111719413 0.042046725701612352
leaf_weight=690 2974 21 24 34 41 27 29 23 34 22 43 55 36 31 28 43 38 38 25 28 22 37 26 35 20 30 20 27 24 52
leaf_count=690 2974 21 24 34 41 27 29 23 34 22 43 55 36 31 28 43 38 38 25 28 22 37 26 35 20 30 20 27 24 52
internal_value=0 -0.00217276 -0.00870739 -0.0483066 -0.00421675 -0.00890151 0.000605321 -0.0286785 -0.045911 -0.0788133 0.0011468 0.0134132 0.0401198 -0.00219149 0.00317132 -0.0185359 0.0161281 -0.000304446 0.0375165 0.0145877 0.0271637 -0.00334667 -0.0154718 -0.0238773 -0.0434609 -0.00562153 0.0398073 -0.00501852 -0.00371889 0.0239802
internal_weight=0 1603 540 55 485 422 285 137 83 49 1063 285 79 54 206 71 145 82 63 135 63 778 140 114 55 59 44 741 714 107
internal_count=4577 1603 540 55 485 422 285 137 83 49 1063 285 79 54 206 71 145 82 63 135 63 778 140 114 55 59 44 741 714 107
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=27 11 1 8 5 18 18 18 1 14 2 8 8 21 17 10 21 1 25 14 11 21 21 21 18 9 11 15 8 8
split_gain=1.13499 3.83984 6.87683 12.4631 4.30711 3.94676 4.78871 9.10959 7.429 6.72247 5.85945 5.50327 9.58104 7.66956 5.86639 5.66076 11.1066 11.2733 5.193 4.07608 3.35604 2.8009 8.78391 8.94407 5.32445 4.91742 4.11636 4.04762 8.67799 6.25603
threshold=8.5000000000000018 110.90418118466901 267.95813669032026 1508.8745098039219 118.11860611804575 1.0801053102231126 1.3676213686484779 1.352484054322014 334.67203133283834 0.26826888756692452 359.96434792110057 991.28187870893055 1282.7776290346574 0.91189857440460298 0.9221444585790467 124.06398621481908 0.45072683356893012 867.9643512514823 0.76514731647911804 0.092409679950597359 224.20733693243525 0.70604383709461704 0.61676273683673533 0.55900689065586495 1.6022646615458447 446.50000000000006 170.12294583079736 939.02499999999907 617.69551552106452 226.81966666666668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 8 10 11 19 13 -13 -10 18 20 17 -17 -14 -7 -16 22 23 26 -24 27 -8 29 -29 -23
right_child=1 4 3 -5 5 6 21 -9 9 -11 -12 12 14 -15 15 16 -18 -19 -20 -21 -22 25 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00085389390145671938 -0.0038495066066927932 0.030491800900808604 -0.1092169138789177 -0.003307408466935158 0.030923450722226076 -0.04318096990912007 -0.038081028602189489 -0.069389943137764934 0.064170716470107442 -0.051379758507634203 -0.076363603568946337 -0.056689721743265788 0.0075054621984881739 -0.0015113140828907491 0.029445617488059014 -0.10073028117418291 0.028559467506905398 -0.0013443319215661004 0.072863413398154081 0.014611144606833874 -0.016683784903337561 -0.007947327585488155 -0.0098782775271683936 0.067061954541575347 -0.082847136128693821 0.058640890391543514 0.0087004478461289361 0.018740894366055728 -0.065186611446551981 0.030406463657505812
leaf_weight=3537 108 43 20 25 35 26 27 25 32 24 24 30 31 40 46 25 24 21 20 23 24 74 20 21 20 20 62 28 22 100
leaf_count=3537 108 43 20 25 35 26 27 25 32 24 24 30 31 40 46 25 24 21 20 23 24 74 20 21 20 20 62 28 22 100
internal_value=0 -0.00290406 -0.0175344 -0.0503783 -0.000380443 -0.00195332 -0.00337567 -0.0108722 -0.00712104 -0.00049789 -0.0358819 0.00366991 -0.00415261 0.0276807 0.00409929 -0.00647838 -0.0265866 -0.0553584 0.033136 -0.0160541 0.0136298 0.00452039 -0.00623311 0.00835946 -0.0463627 0.0111312 -0.00549169 0.00688921 -0.0181872 0.0140951
internal_weight=0 1040 153 45 887 844 809 415 390 317 73 293 221 72 191 140 70 46 51 49 70 394 150 110 40 244 89 224 50 174
internal_count=4577 1040 153 45 887 844 809 415 390 317 73 293 221 72 191 140 70 46 51 49 70 394 150 110 40 244 89 224 50 174
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=9 8 10 10 20 3 4 8 6 22 22 15 26 25 22 25 8 4 8 11 0 0 0 3 24 12 8 25 8 0
split_gain=1.20884 8.70352 6.6346 3.99372 6.1616 3.14307 3.58735 2.95869 2.33531 2.01037 7.27701 8.08133 4.47479 5.1031 3.76094 3.64634 3.39245 4.87906 4.27296 3.26697 6.19917 6.95229 5.36417 4.18461 3.80706 3.10473 2.47177 4.96291 4.57943 4.76205
threshold=86.952135540343889 237.90678814577498 55.236369364205267 62.907646457699364 1.6766523265766864 325.88481673071601 286.14885863204455 110.13187680765598 52.314927458092349 -0.17870557403223028 -0.18995251770814334 1244.2999999999995 1.0000000180025095e-35 -0.069743334044349445 -0.17004944924947088 0.045448975345260906 190.42260958222457 179.6935483870968 215.37847587724639 372.04588042124658 363.73729392254421 285.36884324187253 482.04551630434787 369.43723377323187 -0.062015693731266815 1244.6851404716706 243.54569764677922 0.002479914804758641 272.26139061616738 283.44808572617563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 -1 -4 10 11 12 13 -10 -11 19 17 -16 -18 20 21 25 -22 24 -23 -14 27 -20 29 -28
right_child=2 -3 8 4 -6 -7 -8 -9 9 14 -12 -13 15 -15 16 -17 18 -19 26 -21 22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0080805470644701449 -0.056547418369778571 0.052933909701449539 -0.031975736201781298 -0.016442690314725044 0.055213922522962089 -0.033622613921761517 0.040285430150106549 -0.014634183184667068 -0.065509115774184473 0.043908529337495568 -0.065750424824655054 -0.056242668378615274 -0.0032914939777631512 -0.0021878745712872062 -0.0030962422117590906 0.047190000950577092 -0.040304573510701845 0.061474467204375709 -0.0020088038847057357 -0.027007251500617713 0.059583628550171852 -0.017120981737971306 0.0019583106289307278 0.00097755650358815368 -0.078822391349822288 0.037132099469339375 -0.05748040271656854 0.058277624845504764 0.0004894799164401909 0.0013792067835176434
leaf_weight=109 21 35 23 20 30 32 20 121 20 20 20 27 38 35 25 20 26 22 36 32 35 20 30 31 20 38 28 22 3594 27
leaf_count=109 21 35 23 20 30 32 20 121 20 20 20 27 38 35 25 20 26 22 36 32 35 20 30 31 20 38 28 22 3594 27
internal_value=0 0.0055043 -0.000479829 0.000504194 0.0265513 -0.00411408 -0.000336992 -0.00386938 -0.000198755 -2.33177e-05 -0.00710162 -0.00371152 0.00073469 -0.0252138 0.000658435 0.00614062 0.000429598 0.0271283 9.34503e-05 0.00277592 0.00727149 -0.00409946 0.0329873 -0.0265995 -0.0479717 0.0169203 0.000376792 0.0208585 5.12409e-05 -0.0285857
internal_weight=0 367 4210 332 50 282 250 230 4189 4166 366 346 319 55 3800 264 3780 47 3733 244 212 147 65 71 40 76 3707 58 3649 55
internal_count=4577 367 4210 332 50 282 250 230 4189 4166 366 346 319 55 3800 264 3780 47 3733 244 212 147 65 71 40 76 3707 58 3649 55
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=13 5 13 13 13 26 19 13 19 19 24 28 7 15 19 12 12 28 18 22 22 28 21 24 25 12 8 28 12 3
split_gain=1.01799 8.02593 1.70423 2.06662 2.805 6.18216 9.60076 2.90412 6.70844 5.35122 5.31945 8.88501 3.64111 3.68237 2.59737 2.35885 2.58615 2.57012 2.31742 2.1312 8.69469 13.2306 11.2511 7.10765 8.77941 6.93229 6.02996 7.43096 5.59326 6.77923
threshold=305.50118906064216 446.50780422183527 264.16162642915486 247.23062955597882 216.94223790278633 3.5000000000000004 1.1107536930921051 199.08450771281665 0.88293505255277871 1.4244735375163802 0.33824243700330603 3.5000000000000004 636.52288432959142 834.95000000000005 1.1246244908430414 4294.2909525253426 4031.054116754719 6.5000000000000009 1.2441638047367174 0.082336293536951016 0.023519067762690585 1.5000000000000002 0.82080988950308831 -0.028041950347068714 0.10960197910193868 2278.1968019769179 501.19979784366581 7.5000000000000009 912.62273202466474 381.645273864334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 15 -9 10 12 -12 13 -10 -8 16 19 -18 -16 20 -1 22 -22 -21 25 -25 27 -23 -28 -30
right_child=1 -3 -4 -5 5 6 14 8 9 -11 11 -13 -14 -15 18 -17 17 -19 -20 23 21 26 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.00061980742271330739 0.021904795661768214 -0.057819343293490623 0.020972159089377294 -0.022100806783973463 -0.029547374006748825 0.088706765919923783 -0.020274489931762219 0.022755794138534041 -0.0084821903043323099 0.024450400024652482 -0.016162308779629795 -0.10825543865095824 0.012980444456583688 -0.065095171239227062 0.047723951110882422 -0.027168758327682174 0.048801245074719196 -0.00010790256339879264 0.0044110937540729842 -0.052838369458913806 -0.12190125492357073 -0.080837497226488975 -0.018386164023762658 0.014014012234035842 0.001377633090081278 0.065397905196166714 0.043314230300557727 -0.010696896370923656 0.040437398076057438 -0.016723491667796568
leaf_weight=1668 28 23 39 42 24 20 20 41 27 20 22 20 28 20 21 31 22 21 30 23 21 23 21 97 1972 36 26 44 25 122
leaf_count=1668 28 23 39 42 24 20 20 41 27 20 22 20 28 20 21 31 22 21 30 23 21 23 21 97 1972 36 26 44 25 122
internal_value=0 -0.0140492 0.00015831 -2.25995e-05 0.000186013 0.0156004 0.0275075 -0.000223375 -0.0127312 -0.0233514 -0.0315226 -0.0600162 -0.0155663 -0.0325728 0.0102683 0.000312847 0.000519576 0.0249154 0.0222458 0.000262337 -0.00212579 -0.0183657 -0.0701437 0.0024507 0.00305481 0.0279224 -0.00930453 -0.034775 0.000559763 -0.00700225
internal_weight=0 51 4526 4487 4445 115 91 4330 178 137 117 42 75 47 71 4152 4121 43 51 4078 1950 282 42 2128 2105 133 240 67 173 147
internal_count=4577 51 4526 4487 4445 115 91 4330 178 137 117 42 75 47 71 4152 4121 43 51 4078 1950 282 42 2128 2105 133 240 67 173 147
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=7 8 12 1 22 12 19 15 20 8 15 13 8 20 20 22 19 19 7 13 16 16 20 8 16 8 16 7 15 8
split_gain=1.07149 4.22027 12.2432 3.95575 5.18051 3.74079 5.2497 3.21328 7.15545 3.89616 3.0671 4.55255 2.69921 2.4773 3.21314 2.46219 3.99452 2.91338 6.67131 4.22257 3.26542 3.04793 2.778 2.76263 3.519 6.6707 4.12951 8.57083 3.31991 2.84069
threshold=1893.5759751033404 2207.5878378378384 1566.1042393603234 920.39393384728044 0.23746711842462506 1038.2480495022871 1.0328628722584703 2045.3500000000001 2.6787534294212043 1967.3413072776282 2017.6500000000001 91.975548460228211 1451.5553399223722 3.03976607399342 2.8413817300726047 0.39368868153766406 0.99036216250624476 1.1926043729467004 2173.7321044659443 93.000298210735608 553.02500000000009 597.87500000000011 2.1506535119945096 2532.2491987179492 624.10000000000014 2626.3333333333335 679.50000000000011 2340.2684596513213 2878.9499999999975 2746.2096991468347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 12 -9 -10 11 -3 -8 14 15 16 -12 18 21 -20 -21 -18 -22 -19 25 -25 -26 -28 29 -27
right_child=1 10 -4 4 -6 6 7 8 9 -11 13 -13 -14 -15 -16 -17 17 23 19 20 22 -23 -24 24 26 28 27 -29 -30 -31
leaf_value=-0.0001170732771087437 0.0059362862460516598 -0.051335140620358294 -0.088265879282897169 0.049821013817563653 0.062367047369480136 -0.038235849142074591 0.011178531000167942 0.061641686374787244 0.029331689966576441 -0.031583272435125855 -0.04307126558962323 0.0015823903267045279 -0.028652272332045772 0.033244832645615806 -0.039600532734766603 0.030091331207326485 0.0671678909137845 0.015567353609189087 0.017226323284866181 -0.04933019551535836 -0.01612007031907086 0.016132641922343861 0.026036460088057951 -0.068719242247364795 0.031339299455285075 0.030038245922575396 -0.061547112997089121 0.024347133154515178 -0.036325720844395233 -0.012401838766653902
leaf_weight=3662 37 29 22 20 20 25 46 32 21 21 21 37 27 23 20 28 25 49 85 20 54 22 22 24 35 24 21 26 33 46
leaf_count=3662 37 29 22 20 20 25 46 32 21 21 21 37 27 23 20 28 25 49 85 20 54 22 22 24 35 24 21 26 33 46
internal_value=0 -0.00359174 -0.0291899 0.00065178 0.0139326 0.00888737 0.00412765 0.0113323 0.0260169 -0.00112579 -0.00124656 -0.0216693 -0.00355341 0.00108544 -0.000247294 0.00122386 -0.000370404 0.0014747 0.00971082 0.000994209 -0.013378 0.0432791 -0.00391686 -0.00580374 -0.0108142 -0.0212408 0.00533429 -0.0140311 -0.0101778 0.00214905
internal_weight=0 703 59 3874 212 192 172 147 74 42 644 66 73 578 555 535 507 486 228 181 96 47 76 258 209 127 82 47 103 70
internal_count=4577 703 59 3874 212 192 172 147 74 42 644 66 73 578 555 535 507 486 228 181 96 47 76 258 209 127 82 47 103 70
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=25 14 10 25 25 25 13 19 12 25 5 11 6 7 5 28 8 14 26 24 3 19 19 21 6 24 10 4 10 10
split_gain=1.07413 14.3944 3.15225 2.56397 3.75379 7.86798 2.46753 2.4527 2.59719 7.60693 2.25244 2.05065 7.86735 6.95555 6.56843 4.14852 5.70157 4.05165 3.73082 6.6948 5.10987 6.0589 9.0089 3.50137 3.67108 3.38494 3.32193 3.11026 6.48479 11.8076
threshold=0.74713695460496676 0.01320370927064291 298.2569035446225 0.73272334368515957 0.71888464786232542 0.70705262654344947 75.997462961364548 2.2243398023378238 339.24906272165373 0.19378710586228731 214.47678181607759 176.09759852216752 185.12855740159006 188.57660528718677 179.41527093596062 6.5000000000000009 261.98001772290962 0.0085363851738981741 1.5000000000000002 0.33824243700330603 238.79822638848142 0.86277688682837306 1.1591081700952421 1.1700414854869805 118.05253574081884 -0.033370625347302126 66.803313196062774 297.10386988222103 175.82203778429937 146.11756511205331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -5 8 9 -1 -6 12 17 -13 -14 25 -17 -10 19 -19 23 -22 -23 24 -20 -16 -26 28 29 -15
right_child=1 -3 -4 6 10 -7 -8 -9 11 -11 -12 13 14 27 15 16 -18 18 20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0076883640292347696 -0.0024034092358438098 -0.087205445319414154 0.035248445889548112 0.0055723449148769892 -0.0097949567821718035 0.048525214786915218 0.041509802633061497 0.027764204586856068 -0.039883673408379158 -0.05387273907442304 -0.05283928561490029 -0.059616683917120099 0.071600725515573116 -0.0072960902751442432 0.025455349385738374 0.0010109621100127697 0.074783616919409143 0.0031968279031529276 -0.02820077239657226 0.043628343315018969 -0.06936169682691494 0.019594440972193695 -0.057305078178644178 0.025725264843477282 0.038360745735311258 -0.02400062801917234 -0.0067557526350605721 0.00087386258081416368 0.0088727760048749951 -0.061311373095411598
leaf_weight=49 669 20 23 56 31 34 29 32 24 34 20 20 27 196 25 20 22 279 46 48 24 39 25 49 24 31 51 2445 134 51
leaf_count=49 669 20 23 56 31 34 29 32 24 34 20 20 27 196 25 20 22 279 46 48 24 39 25 49 24 31 51 2445 134 51
internal_value=0 -0.00356921 -0.00115197 0.00065751 0.00027128 0.000639815 0.0178334 0.000199191 -4.16168e-05 -0.0175294 -0.0266751 0.000363827 0.00507657 -0.000851617 0.0279283 0.0158962 0.0396538 0.000386141 0.00203824 0.00913173 -0.00695235 -0.0265128 -0.0104444 0.00317304 -0.00595968 -0.00192207 0.00768153 -0.000435728 -0.00883979 -0.018449
internal_weight=0 712 692 3865 3780 3729 85 3695 3663 83 51 3580 734 2846 125 98 42 609 585 327 258 88 64 170 121 56 75 2826 381 247
internal_count=4577 712 692 3865 3780 3729 85 3695 3663 83 51 3580 734 2846 125 98 42 609 585 327 258 88 64 170 121 56 75 2826 381 247
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=20 8 20 8 1 16 5 13 13 13 19 5 16 17 9 12 20 3 3 8 9 20 1 8 16 9 8 8 13 17
split_gain=1.13012 4.14955 11.0215 9.75094 7.87514 7.45126 8.18798 5.07314 4.83856 5.26695 16.3505 5.05343 6.28887 9.17522 14.3131 4.88763 4.59087 10.4771 4.25755 3.87906 5.33262 3.83267 3.78623 4.41062 3.69855 3.47687 3.47303 3.17488 3.08878 4.46962
threshold=2.5157963828108731 1915.9448717948719 2.5561658204328679 1967.3413072776282 937.02490108723634 149.15000000000003 132.3149350649351 176.80067006305532 123.98001524583917 130.80078497975515 1.226933671723436 582.98733264996383 223.20000000000002 1.0646397147902757 226.00724637681162 2405.6069102121696 2.6623473099567638 1032.9169393540926 1060.1257521211917 1817.1069330199769 246.31278412993714 2.4922392327688567 626.20557040625101 2352.3409090909095 296.50000000000006 148.38657565793119 2550.744444444445 2430.338235294118 80.993322111059527 0.91008053113393383
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 8 6 -5 16 15 10 -10 12 13 -11 -15 18 17 -7 19 -2 -21 28 -18 24 -24 -17 -25 -9 29 -1
right_child=1 2 3 5 -6 7 -8 27 9 11 -12 -13 -14 14 -16 25 22 -19 -20 20 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.034583824492343096 0.00051669118697135951 -0.072815175382075478 -0.059179764403961603 -0.010319252777844668 0.051246484778821468 -0.096121938377618787 0.076315901133542266 -0.0093676837207749483 -0.099840778981645908 0.012871123498062726 0.018149184387015262 -0.049800747147916512 0.011258709172884756 -0.0087288613103934237 -0.11058341561054641 -0.00067314180460843179 0.034332687898793006 -0.010723610854178084 -0.043383633607022826 0.069096704376861454 0.0043671232382101674 0.033650596214768784 -0.066352961752563708 0.040825441591441636 -0.012718549122413001 0.049527381702854832 -0.0073945422609478749 0.042069015403588615 0.002975346197759732 -0.0025166161246810235
leaf_weight=46 865 27 32 20 30 20 24 20 24 46 23 24 151 37 22 22 22 51 21 20 35 36 20 20 36 37 59 30 1968 789
leaf_count=46 865 27 32 20 30 20 24 20 24 46 23 24 151 37 22 22 22 51 21 20 35 36 20 20 36 37 59 30 1968 789
internal_value=0 -0.00200831 -0.0112298 -0.00653265 0.00058079 -0.00130064 0.0369363 -0.00735253 -0.000564629 -0.0111243 -0.042101 -0.00592459 -0.0018112 -0.020607 -0.0467085 0.00288837 -0.0136786 -0.0347795 0.00113779 0.00215404 0.0279052 0.00122946 -0.00413616 -0.0104052 -0.0318737 0.0308085 0.00481305 0.0214943 0.000813063 -0.00428319
internal_weight=0 1738 381 354 1357 322 44 278 1327 327 47 280 256 105 59 1000 228 71 941 920 55 2839 157 135 56 59 79 50 2803 835
internal_count=4577 1738 381 354 1357 322 44 278 1327 327 47 280 256 105 59 1000 228 71 941 920 55 2839 157 135 56 59 79 50 2803 835
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=28 18 21 13 12 28 2 16 28 12 11 13 20 16 6 24 18 20 6 20 12 12 19 20 0 0 20 18 24 13
split_gain=1.07816 2.25978 3.06457 3.1336 1.24573 4.14951 8.49872 8.72094 8.25282 7.87021 10.7751 7.04197 8.27075 7.56175 10.8888 7.09586 6.84665 6.10556 6.02672 8.07941 6.05315 10.239 5.50548 5.28182 10.2941 5.25959 5.12498 5.01483 4.80328 6.51534
threshold=28.500000000000004 1.4072927764532985 0.46865859278429695 126.93298846922335 1920.3114705199639 5.5000000000000009 324.02414545990536 164.50000000000003 9.5000000000000018 2756.9107290842853 641.30146829329431 100.9953152111047 2.8961761506231816 226.27500000000003 192.7597222945308 0.081736998558477769 1.5551570893551998 1.8179372842832164 266.91568239292718 1.8555730172337606 2117.5295274200839 2260.5863578281451 0.93161592062801568 2.0926441927355857 652.61556155354162 435.41159916124053 1.8013157030589244 1.1634729993681086 0.0034589872706964429 88.853937661114273
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -1 11 27 -8 9 10 16 12 15 14 -13 28 -9 -10 19 -15 -20 -22 -21 -11 -25 26 -23 -7 29 -6
right_child=1 -3 3 -5 5 6 7 8 17 23 -12 13 -14 18 -16 -17 -18 -19 20 22 21 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011136386191273697 -0.012359001212145972 -0.019518225193023681 0.050445852914091316 0.0010316578937428339 -0.0067625894881784918 0.052366946093939451 -0.062975160543132444 -0.013128243278287636 -0.013761202838879584 0.0079123816526445907 -0.10234177533699118 -0.005356443438090777 0.068525208134589524 0.015142553731014856 -0.096514877192676068 -0.013314221632188289 -0.078626254496630285 0.0065205349283883156 -0.039486754141174835 -0.085072281176135661 0.080006687808781868 0.0032806293426879819 -0.021272077097704539 -0.064771467372775088 0.020260198685961465 -0.00011878729450850274 0.057019659919509053 -0.00083370162174105649 0.067780443046080038 0.049976668475360114
leaf_weight=2723 23 20 33 21 50 37 29 79 236 95 23 38 29 38 20 72 20 400 26 21 20 35 38 35 24 265 36 34 23 34
leaf_count=2723 23 20 33 21 50 37 29 79 236 95 23 38 29 38 20 72 20 400 26 21 20 35 38 35 24 265 36 34 23 34
internal_value=0 0.0104305 0.0182094 0.0312292 -0.000225838 -0.00230176 -0.00647142 -0.00898864 -0.00727196 -0.0217123 -0.0406846 0.00336226 0.0189838 -0.00268855 -0.0367904 0.0109576 -0.0263602 -0.00100539 0.00144069 -0.020819 0.00709301 0.0104949 -0.0439806 -0.00668234 -0.0301823 0.0063573 0.0305286 0.0268906 0.02729 0.0162033
internal_weight=0 97 77 54 4480 1757 1012 941 912 276 122 745 208 537 58 179 99 636 479 97 382 356 59 154 59 336 71 71 107 84
internal_count=4577 97 77 54 4480 1757 1012 941 912 276 122 745 208 537 58 179 99 636 479 97 382 356 59 154 59 336 71 71 107 84
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=28 4 8 19 0 26 10 7 19 21 20 8 0 7 8 1 6 13 7 8 28 14 15 0 13 1 0 13 18 15
split_gain=1.01679 6.99693 7.47191 8.30121 7.29307 7.85236 5.92 5.73849 8.56052 4.45715 3.83972 2.42435 4.10663 5.00399 5.97948 6.52502 5.74124 6.04727 4.09164 4.07945 3.7947 3.43638 4.20853 3.3952 4.21686 3.12281 4.6502 10.801 7.55588 8.21958
threshold=1.0000000180025095e-35 177.84861445474573 366.56334581715424 0.86754877166062994 373.05790308834031 4.5000000000000009 74.216009844969037 1534.4800030557396 1.1378347343972208 0.73289715129725275 3.7526863960887349 362.04231268922814 366.63690476190482 313.7794700924598 287.64170516050768 454.19373907296443 127.21052951124513 114.0101945628998 260.81030444242759 414.07903363311993 2.5000000000000004 0.30294754821660358 695.94999999999993 342.8647118809169 108.00102627257802 179.68509298653774 200.9672947031639 61.329993565585077 1.758674217095 1409.7
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 10 -3 8 9 -6 -5 12 23 16 -15 -16 -14 18 -18 20 -13 -19 -23 -2 -25 -21 27 -27 29 -29
right_child=11 2 3 4 7 -7 -8 -9 -10 -11 -12 19 13 14 15 -17 17 21 -20 25 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.06253823416307569 -0.0023682036864125979 0.0015657345739168091 -0.056764285337703772 0.018517832564456122 -0.038071700411312512 0.063875962401341121 0.061343084052205094 0.0020455627166933712 -0.089880802429148143 0.020037070911547002 -0.032311907467310844 -0.021649826388983502 -0.053534371028876017 0.0090382589936433815 -0.011097703806378624 -0.080990756664644281 -0.061154080266132949 0.050952790832303911 0.0020457994370233447 0.021117818598945938 0.02416390166976131 -0.018201748035190739 0.033185457934935887 0.0012962576467543841 0.056111999763094861 -0.067164716683328157 0.0015743546145956504 0.013138607392931802 -0.062669050768017764 -0.041081204246729619
leaf_weight=20 663 37 32 42 33 28 30 87 21 22 23 21 21 21 22 34 20 23 21 75 130 34 30 36 23 32 2802 139 20 35
leaf_count=20 663 37 32 42 33 28 30 87 21 22 23 21 21 21 22 34 20 23 21 75 130 34 30 36 23 32 2802 139 20 35
internal_value=0 -0.00498928 -0.00174708 -0.00874458 -0.00274211 0.0196032 0.0283317 -0.0154913 -0.0355664 -0.0148282 0.000531925 0.000445259 -0.00400489 -0.0157688 -0.0364679 -0.0535328 -0.00507197 0.0028789 -0.0287834 0.00174174 0.0177925 0.0178002 0.005886 -0.000322545 0.0226651 0.000960667 0.000461398 -0.0133373 -0.00445854 0.00223232
internal_weight=0 375 355 288 256 93 67 163 76 55 65 4202 948 226 77 56 149 128 41 3254 151 87 64 722 59 3103 3028 226 194 174
internal_count=4577 375 355 288 256 93 67 163 76 55 65 4202 948 226 77 56 149 128 41 3254 151 87 64 722 59 3103 3028 226 194 174
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=23 21 22 21 10 26 20 14 7 4 29 4 1 0 3 24 7 23 8 14 21 3 22 9 10 10 21 4 5 0
split_gain=0.987899 1.29688 7.76288 6.50014 4.35361 4.237 2.8492 3.85664 5.63968 4.94991 3.51918 3.19428 8.7143 19.5067 9.35809 10.429 4.33919 7.38949 5.63896 4.71397 4.26073 5.05772 3.68554 6.20417 5.86624 4.17993 3.64342 3.43095 4.50736 4.83358
threshold=-0.4930622341871887 0.91189857440460298 -0.21807160581133792 0.88856072965206312 194.62477251382305 7.5000000000000009 1.3545753652886343 0.47632361689470554 320.80956777424325 415.20187852071336 185.00000000000003 505.11775000000006 357.33782161262496 301.35879064752908 433.95706425350977 0.065480679200451877 313.7794700924598 -0.083973496311654142 338.72628921357978 0.11358310682406532 1.0078015304801611 390.4551114787759 -0.22464533232101316 157.10544867166462 212.49056603773587 131.80930018416208 1.1258347021341935 1108.5432674525607 725.34323828522281 532.89032217643137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 10 11 9 -9 -3 12 16 -14 15 20 17 18 -8 -19 -15 26 24 -24 -13 -25 -22 28 29 -27
right_child=1 6 3 4 -6 -7 7 8 -10 -11 -12 22 13 14 -16 -17 -18 19 -20 -21 21 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=0.016982346262974554 0.051051902285519438 -0.0031861065059072442 -0.00037537392069045619 0.061075751393519596 0.0004288363037630916 -0.00059019896822671105 -0.0039281683769141068 0.016593653801828624 -0.0046083099997809365 0.077523358166217804 -0.050945407855841854 -0.00020235325431539899 -0.11079242176686724 -0.044499962240019265 -0.068717932808571136 0.06342698987573385 0.039681091338396077 -0.066684520768898511 0.027684232220053673 -0.0103427928731297 0.049918896562996362 -0.032992555910060485 0.045823136143959491 -0.029650212303899665 -0.062365605357335888 0.014318005255117387 -0.0071166444414605696 -0.025296431641887735 0.05536200143396855 -0.033341685842722658
leaf_weight=34 47 36 3229 29 20 24 291 40 72 20 27 63 24 34 26 20 25 27 70 33 21 31 39 34 20 143 24 27 22 25
leaf_count=34 47 36 3229 29 20 24 291 40 72 20 27 63 24 34 26 20 25 27 70 33 21 31 39 34 20 143 24 27 22 25
internal_value=0 -0.000127097 0.000881746 0.000173182 0.0363219 0.0335954 -0.00295676 -0.00180384 0.0142607 0.0369036 -0.0236544 -0.00392648 -0.00829135 -0.0268634 -0.0139513 -0.00299793 -0.000795892 -0.00319951 0.00220166 -0.0356966 -0.0150752 -0.00191147 0.003399 0.00871686 -0.0151815 0.00295134 0.0194999 0.00805941 0.0127995 0.00722579
internal_weight=0 4543 3349 3278 49 71 1194 1131 132 60 63 999 626 180 156 130 446 421 361 60 110 76 373 290 83 251 45 217 190 168
internal_count=4577 4543 3349 3278 49 71 1194 1131 132 60 63 999 626 180 156 130 446 421 361 60 110 76 373 290 83 251 45 217 190 168
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=29 26 22 24 13 10 22 14 12 13 13 19 19 8 1 18 22 14 22 8 19 13 12 26 12 14 19 19 9 29
split_gain=0.889078 3.67259 4.91357 4.74604 3.36327 6.17937 4.32332 10.8787 5.91695 8.34228 6.68643 4.82931 4.60011 5.25845 5.47414 5.48416 5.08765 4.70915 5.90943 4.54814 6.98089 3.34668 2.54701 2.89466 2.58661 2.6461 2.54824 2.35525 2.28364 4.42167
threshold=65.000000000000014 12.500000000000002 0.22677802085672386 0.16370402928510494 199.08450771281665 238.12049626787555 0.071848268788267902 0.024030040040884843 2199.2120742872403 123.98001524583917 103.44001950858548 1.0615071821850968 1.1330368732236533 2891.4148550724644 1243.7514255204094 1.146621616997584 0.29805125344233513 0.010358520557347652 0.14678121156048052 501.19979784366581 1.1660851008511692 127.44127421957613 2645.1789371791392 6.5000000000000009 2093.6210130523373 0.00021468313678832632 1.8901247852906169 1.0108998074712796 263.21079702879513 35.000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 -1 10 -10 19 -12 16 14 15 -14 17 -8 27 -9 -21 -20 23 24 25 -17 28 -19 -27 -30
right_child=-2 2 -4 -5 5 -7 12 8 9 -11 11 -13 13 -15 -16 22 -18 18 21 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.066143150468740405 0.00085147546179925615 0.0100403622319193 -0.016126983955173809 0.062258743228656911 -0.064945217564702035 0.00054686669369830802 0.062896366995172925 0.0028996914274670108 0.0093400230469263112 -0.070708956950887414 0.056552657294237335 0.0023526124656200412 -0.053152886139495037 -0.049760055635124451 0.045754171814769512 0.029163692603188174 -0.013291626121434903 0.064393202102054722 -0.026700435499801778 -0.069542196572378839 0.0023676965282195144 0.025140553530072798 0.032261364754628055 -0.033749492200357577 -0.033415469170912454 0.0097424646685197527 -0.031432256618371381 0.020052253230474892 -0.00047261713953570655 -0.042789660740111563
leaf_weight=34 3333 46 34 28 25 34 27 93 23 30 31 35 21 23 24 31 45 23 33 27 27 20 22 28 23 169 26 25 209 28
leaf_count=34 3333 46 34 28 25 34 27 93 23 30 31 35 21 23 24 31 45 23 33 27 27 20 22 28 23 169 26 25 209 28
internal_value=0 -0.00228132 0.0153406 0.0297987 -0.00395665 -0.027204 -0.00268311 -0.0128796 -0.00607148 -0.0359707 0.00136823 0.0278102 0.00125375 -0.00286417 -0.00100771 -0.00302258 0.0156308 0.0257988 0.0158817 -0.0105037 -0.0335873 -0.0071378 -0.00105852 -0.00248466 -0.000683397 0.000942602 -0.00108252 0.041299 0.000861057 -0.0054721
internal_weight=0 1244 108 74 1136 59 1077 300 266 53 213 66 777 604 581 557 173 128 101 147 54 53 536 514 486 463 432 48 406 237
internal_count=4577 1244 108 74 1136 59 1077 300 266 53 213 66 777 604 581 557 173 128 101 147 54 53 536 514 486 463 432 48 406 237
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=0 9 9 0 0 22 0 12 12 23 4 7 9 2 18 6 18 9 12 17 18 6 13 12 0 9 12 18 23 20
split_gain=0.931426 4.11334 5.26991 6.67179 8.67759 10.6608 6.74982 6.66002 13.5036 6.31745 7.5098 6.59456 5.75391 5.29016 5.06184 12.3706 8.36384 5.89522 5.8527 5.02145 6.26807 8.03755 4.5516 10.2499 4.50411 3.82779 3.7454 3.54233 4.36306 3.44034
threshold=678.47418541487889 819.66322921272933 608.48726352225037 525.53846153846166 492.49508196721314 0.24328772211097119 473.94547207217045 1400.6420990566041 2075.4680415658854 -0.14182208568722651 317.46291068664704 522.22716153922181 637.83198557067647 787.24114435254671 1.172194146649715 630.6083949850364 1.1950169387407967 189.34829505915104 3354.4724350336869 1.0251148787471502 1.228734807475147 397.23868507790831 77.999234393404024 2171.1756590658647 460.07846838997006 160.67186100934495 2480.288691806521 1.2156467694122772 0.16596754812574224 1.626441923371152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 24 -6 -9 -8 -11 -12 -4 -13 15 17 -16 -5 19 27 -21 -22 -19 -24 -1 -2 -10 -18 -29 -23
right_child=25 -3 12 14 5 -7 9 8 26 10 11 13 -14 -15 16 -17 18 22 -20 20 21 29 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00024297011596785198 0.039368568467242376 -0.041100903563201431 0.059152823815058021 0.016319513366353223 -0.032004421615395053 0.077253620429285644 0.020655876426742631 0.077462032996118077 -0.021892337779220391 -0.086275297741998325 -0.06963727230206132 0.038582180570811031 0.0077186474662231308 -0.024956982372034538 0.033612219289857519 -0.099672100152820353 -0.059110445493743537 0.00064870779003415799 -0.054385399605546683 0.043661626992803633 -0.063484056331217287 0.031931291074108553 -0.090007235056587642 -0.010705018356346931 0.025453970758410705 0.0017587303782350475 0.017979047837997638 -0.051990338554605844 -0.0037692561112127685 -0.0054066889383830134
leaf_weight=2667 28 25 29 41 29 29 26 32 38 22 20 20 87 38 49 20 21 35 28 33 20 34 28 39 70 807 62 24 86 90
leaf_count=2667 28 25 29 41 29 29 26 32 38 22 20 20 87 38 49 20 21 35 28 33 20 34 28 39 70 807 62 24 86 90
internal_value=0 -0.000673868 -0.000401962 -0.00107777 0.00074586 0.0214411 -0.000627557 0.0113879 0.020921 -0.0232577 -0.0346752 -0.0201214 0.0205772 -0.00304693 -0.0112375 -0.0260082 -0.00498395 -0.0157055 -0.0106126 -0.00663321 0.00435149 -0.00465708 -0.0285784 -0.0438462 0.000414241 0.0030199 0.00282792 -0.0214751 -0.0142902 0.00483114
internal_weight=0 3742 3717 3601 3053 190 2863 161 132 126 100 78 116 58 548 163 385 143 336 308 177 144 102 67 2737 835 100 131 110 124
internal_count=4577 3742 3717 3601 3053 190 2863 161 132 126 100 78 116 58 548 163 385 143 336 308 177 144 102 67 2737 835 100 131 110 124
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=23 18 10 26 17 0 3 18 18 13 26 18 0 10 9 0 0 18 13 18 23 25 20 18 24 20 24 24 14 0
split_gain=0.852885 2.61431 3.64992 3.2104 2.8364 2.35902 1.96722 1.24991 8.23799 5.89823 6.24224 8.0738 15.1595 4.88325 4.23332 3.77861 5.19213 3.38854 3.05951 18.076 5.07971 4.01241 3.58771 3.08743 4.13338 7.62706 4.51777 5.67672 5.69436 4.41588
threshold=-0.37107464624423597 1.3676213686484779 60.876267800751556 6.5000000000000009 1.4551900040811232 240.35456586190401 519.42872171865054 1.4321235357573028 1.4371997065686812 123.98001524583917 8.5000000000000018 1.5655049828696026 331.98975044563286 210.08252889231321 200.32046755951896 390.36963190184053 375.97929919423245 1.4207852509233307 62.991789868458007 1.3416878172602249 0.74121033628345823 0.49667618254315765 3.0755423584784514 1.3393666331469214 0.33824243700330603 3.0866209824263522 0.14596273389363926 0.2017483267860338 0.033274699902189668 406.40947872697626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7 17 -9 15 11 12 -11 -14 -13 16 -10 18 19 20 21 -2 -23 -20 26 -26 29 -28 -29 -25
right_child=7 2 3 -5 -6 6 -8 8 9 10 -12 14 13 -15 -16 -17 -18 -19 23 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.026382651357423695 -0.011269803738105112 -0.028128972446376629 0.06248909313231707 -0.0071344007375753584 0.017617440620518249 0.0075206532951115684 0.046448369953958762 -0.050410802670780366 0.0017004673663057264 -0.11317138884961607 0.018011458050459624 0.028559794235560633 -0.047901008738618758 0.013433385104872287 -0.020753873751631804 0.021939464410851626 -0.043937153426500473 0.022546191562129104 -0.00043686610568359913 -0.080356078373733916 -0.034587196696549659 0.013318841498006474 0.066994146592915069 0.025586879284758321 0.04356960622587791 -0.0034197453349348039 -0.063125675349008467 -0.045636835619807248 0.020285051139561753 -0.0028704720352834556
leaf_weight=21 32 33 20 27 23 34 21 36 605 25 40 27 27 25 49 88 26 69 2797 32 25 33 20 95 78 62 21 20 38 128
leaf_count=21 32 33 20 27 23 34 21 36 605 25 40 27 27 25 49 88 26 69 2797 32 25 33 20 95 78 62 21 20 38 128
internal_value=0 0.00676637 0.0111723 0.022434 -0.00934027 0.0330787 0.022384 -0.000275393 -0.0034914 -0.00163931 -0.0171614 -0.0263569 -0.0491789 -0.0184133 -0.00323454 0.00252725 -0.000180005 0.000608308 0.000160596 -0.0142064 0.00503719 0.0166914 0.0335737 0.000790454 0.008557 0.02276 0.00197281 -0.0185765 -0.00244663 0.00925261
internal_weight=0 179 158 102 56 75 55 4398 948 912 193 153 77 52 76 719 631 3450 3381 142 110 85 53 3239 442 140 302 79 58 223
internal_count=4577 179 158 102 56 75 55 4398 948 912 193 153 77 52 76 719 631 3450 3381 142 110 85 53 3239 442 140 302 79 58 223
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=16 22 4 10 4 27 27 3 26 15 20 4 3 25 29 16 23 22 26 16 15 20 16 2 16 16 1 2 1 19
split_gain=0.991773 4.033 3.34951 3.78115 3.14192 11.1814 3.84198 2.94679 7.21755 3.52748 3.60069 2.28481 3.39174 4.40669 3.10789 5.53153 3.2291 6.59405 2.70522 2.21576 2.04153 2.03242 4.13212 3.92452 3.39031 9.18434 6.18914 11.5021 5.99513 5.67508
threshold=149.15000000000003 0.46775236097130973 248.68601391135823 124.06398621481908 217.7781072076252 8.5000000000000018 2.5000000000000004 486.95930766466313 1.0000000180025095e-35 1398.7500000000002 3.2104361140630648 206.25947319177774 799.02939508506631 0.80774814631895353 65.000000000000014 92.500000000000014 0.33989226699628577 0.067707063019962863 1.0000000180025095e-35 128.67500000000004 1037.9000000000001 2.5157963828108731 164.50000000000003 234.07047929362594 296.50000000000006 316.3250000000001 399.96806554505582 621.64948658811056 272.94605615082872 1.3794333547999826
decision_type=2 2 2 2 2 2 2 2 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 21 4 -4 6 -6 -1 8 19 -9 -11 12 13 14 15 -8 17 -16 20 -5 -18 22 23 -2 29 26 28 -28 -26 -24
right_child=1 -3 3 7 5 -7 11 9 -10 10 -12 -13 -14 -15 16 -17 18 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.036077007977291943 0.0035145152084253453 -0.045387805737555027 0.047679204115023216 0.015189214958006453 0.0066068015440746593 -0.074283337801694868 -0.057671304211880152 -0.042143469948787246 0.057530298264640761 -0.023295319695025685 0.033631144635379313 0.031907492556742266 -0.039156365119244745 0.041805393093576032 0.0041497877755930198 0.0058498422635301691 0.020333643728899287 -0.047630835757140194 0.039699432242880854 -0.027462645655586607 -0.020606951238144013 -0.0037114234498137645 0.011471714262859714 -0.047893395376476376 -0.047421622111208067 0.0016242234386412485 -0.10916888518702417 -0.01737331475057708 0.016759954453554268 -0.030154325759836606
leaf_weight=32 27 20 30 29 54 25 26 20 33 20 25 21 23 24 119 29 29 31 34 21 21 1241 510 33 22 1940 21 39 43 35
leaf_count=32 27 20 30 29 54 25 26 20 33 20 25 21 23 24 119 29 29 31 34 21 21 1241 510 33 22 1940 21 39 43 35
internal_value=0 -0.000596734 0.00363121 0.015307 -0.000809596 -0.0189913 0.00288284 0.0087451 0.0212322 -0.00719996 0.00833049 -9.25459e-05 -0.00209255 0.000630991 -0.00278834 -0.0241783 0.00223923 -0.00655154 0.017937 -0.00272457 0.00313859 -0.000367682 0.00118647 -0.0247598 0.00178294 -6.86247e-05 -0.0263416 -0.0495018 -0.00496304 0.00879848
internal_weight=0 3931 646 178 468 79 389 148 83 65 45 357 336 313 289 55 234 150 84 50 50 3911 2670 60 2610 2065 125 60 65 545
internal_count=4577 3931 646 178 468 79 389 148 83 65 45 357 336 313 289 55 234 150 84 50 50 3911 2670 60 2610 2065 125 60 65 545
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=21 22 21 13 16 28 4 16 24 24 22 16 22 26 24 18 10 26 22 22 21 6 18 24 13 21 10 13 21 24
split_gain=0.961573 5.50442 5.1523 4.97022 4.87712 3.47064 5.89463 11.2147 17.7168 5.83462 5.70173 5.63102 5.02324 6.92708 4.96586 5.48853 4.72751 4.21224 4.34849 4.20672 3.97254 3.6203 4.42341 3.39016 3.08291 3.03813 6.23021 6.63381 5.8492 4.11579
threshold=0.91189857440460298 -0.21807160581133792 0.88856072965206312 123.98001524583917 260.42500000000007 5.5000000000000009 485.43381318443841 390.05000000000007 0.037934719980045724 -0.044325812370531979 -0.12688178642530787 605.02500000000009 -0.3328238642675943 1.0000000180025095e-35 -0.020985817820185441 1.3416878172602249 141.59034554009864 24.500000000000004 0.20023435425172378 -0.11231306645560162 0.95146386565081442 228.36527117450257 1.758674217095 0.075349523572911317 58.644280306441551 1.1827798801652862 61.898251185755576 77.971981501993227 1.2259279594467489 -0.0478851303844006
decision_type=2 2 2 2 2 2 2 2 2 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 24 -4 -1 6 7 12 19 10 11 -8 -2 -14 -11 -16 21 18 20 -9 -7 22 -15 -17 -3 29 27 -27 -28 -22
right_child=5 2 3 -5 -6 17 9 8 -10 14 -12 -13 13 16 15 23 -18 -19 -20 -21 25 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0088089200165122738 -0.028706100187264383 -0.030642780981901471 0.062392197735607627 -0.0014246256779069488 0.061551384820982262 0.028077355339003074 0.048366312804416972 -0.022602933153748603 -0.099201873561431619 -0.026202794159643161 0.072433709750572839 -0.020374743615023116 0.069223214741796255 -0.0060861865546376938 0.050039508377085443 -0.020680298900382744 -0.038674279414117337 -0.040823229005826377 -0.048945276710120118 0.033337997272610664 -0.030829441574467133 0.051582854968451324 0.035412166952281388 0.023768400494009259 7.9560196672616361e-05 0.0021395341669385496 0.056240107148885735 -0.063772406583078783 0.0045484943355735266 -0.0055315425740920156
leaf_weight=50 33 33 26 23 27 37 26 41 29 39 30 22 20 84 32 37 20 35 22 20 86 21 37 32 3196 37 25 26 176 255
leaf_count=50 33 33 26 23 27 37 26 41 29 39 30 22 20 84 32 37 20 35 22 20 86 21 37 32 3196 37 25 26 176 255
internal_value=0 0.000874762 0.000253964 0.0324374 0.027303 -0.00240166 0.00375942 -0.00521602 -0.0348535 0.0163168 0.0382345 0.01686 0.00719036 0.0136991 0.00410552 0.0158087 0.00684423 -0.00701145 -0.0052292 -0.00426164 -0.00373115 0.0132553 0.00660339 -6.64093e-05 -0.000234419 -0.00567646 0.00237734 -0.0250622 0.0109778 -0.0119117
internal_weight=0 3355 3278 49 77 1222 523 305 90 218 78 48 215 182 140 101 162 699 664 61 642 142 121 69 3229 605 264 63 201 341
internal_count=4577 3355 3278 49 77 1222 523 305 90 218 78 48 215 182 140 101 162 699 664 61 642 142 121 69 3229 605 264 63 201 341
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=28 22 3 2 4 22 22 22 3 0 19 3 24 7 15 24 21 19 12 22 12 14 26 15 14 0 7 4 11 11
split_gain=0.979966 4.2687 6.60685 5.02121 3.8326 8.08065 5.97578 6.31263 3.65182 8.40549 10.788 4.15094 3.42936 5.82385 5.25173 4.96279 4.5313 6.17688 6.50911 5.32213 7.60245 9.23383 7.45507 5.41154 5.59398 6.27347 5.3085 5.17037 5.47163 3.92154
threshold=2.5000000000000004 0.37096724554293503 529.5087086360769 337.86677298958165 187.14769936731591 0.23939913277466238 0.096618012538730702 0.023519067762690585 262.68871199975655 240.35456586190401 1.3013062018724715 243.38346901661845 0.5019188370403157 1882.8873974586425 2709.4500000000003 0.46587893945262804 0.56659172772316468 1.1218291870153552 2038.6889179063612 -0.09466033176141346 2278.1968019769179 0.37086258179654974 1.5000000000000002 1209.8 0.37609608579805909 416.60148755810775 1490.1101707175928 505.11775000000006 795.18861981700525 335.07650774872997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 11 10 -10 -6 15 -14 -15 16 17 18 -11 20 22 -22 -18 24 25 29 27 -25 -29 -21
right_child=-2 2 -4 -5 8 -7 -8 -9 9 12 -12 -13 13 14 -16 -17 19 -19 -20 23 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0040128503072385992 0.00079097177447853188 0.037744859925338201 0.059699288058888036 -0.024447416169021061 0.0055393040216374168 -0.077913197726454775 0.036278601486066528 -0.070881745629012588 -0.089315635303501048 -0.013743629004983677 0.00093276735602153672 0.055323603916913267 0.031086693709095323 -0.026502224154627097 0.027215230624590605 -0.05474305231124163 -0.022700851792026133 -0.003061331298488837 -0.093456414155662068 0.035495745276354927 -0.079743430390954023 0.007409148402512074 0.0419511281016786 0.020556794248683299 -0.020787692861631513 0.066800253445075619 0.024241034146398305 -0.05856715390752805 0.0024225991374502583 -0.010512293875217439
leaf_weight=48 3542 21 27 34 103 21 22 20 26 21 27 20 75 52 28 20 42 65 20 44 31 20 31 23 24 36 40 38 24 32
leaf_count=48 3542 21 27 34 103 21 22 20 26 21 27 20 75 52 28 20 42 65 20 44 31 20 31 23 24 36 40 38 24 32
internal_value=0 -0.00270688 0.0191867 -0.000701274 -0.0045907 -0.0220568 -0.00902358 -0.0236802 -0.00228816 -0.00501204 -0.04334 0.0136343 -0.00196191 0.0110672 -0.00770111 -0.00591398 -0.00392502 -0.0222333 -0.0526279 0.00111571 -0.015942 -0.0455659 0.0047541 0.00921978 0.0230244 0.0324128 -0.00579969 -0.0199365 -0.0349582 0.0161239
internal_weight=0 1035 82 55 953 111 90 68 842 719 53 123 666 155 80 511 491 106 41 385 124 51 73 261 136 112 125 85 62 76
internal_count=4577 1035 82 55 953 111 90 68 842 719 53 123 666 155 80 511 491 106 41 385 124 51 73 261 136 112 125 85 62 76
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=11 8 16 11 1 16 11 26 13 5 14 13 26 13 29 28 21 29 25 26 6 28 26 25 20 16 20 8 11 6
split_gain=0.933423 3.01641 2.48631 2.45154 2.20881 1.42766 1.79471 1.37749 1.359 3.71575 7.21044 3.89867 3.2729 2.32038 1.73314 1.43273 4.45929 3.85991 3.31279 2.29747 5.69225 2.95129 1.82461 6.78724 4.5316 4.03258 4.06497 5.6398 2.33001 3.10161
threshold=1089.7557575757578 1462.2749798007005 576.10000000000014 1003.7225040176779 989.09368217988924 979.05000000000007 921.62580451428869 19.500000000000004 247.23062955597882 446.50780422183527 0.12218763720384872 264.16162642915486 6.5000000000000009 239.17035878905253 10.500000000000002 27.500000000000004 0.46865859278429695 200.00000000000003 0.46303951605617011 25.500000000000004 283.00319659852681 3.5000000000000004 16.500000000000004 -0.065165578345229694 1.514447788667532 502.90000000000003 2.4607840072906488 1383.6818181818182 795.18861981700525 880.28909531613681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 8 -8 13 11 -11 -10 -13 14 -1 19 -17 18 -18 22 -21 -22 28 -24 -25 26 27 -26 -16 -30
right_child=1 2 -4 4 -6 -7 7 -9 9 10 -12 12 -14 -15 15 16 17 -19 -20 20 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.021623880214787821 0.040455256848751259 -0.01947341521935804 0.01821943995143686 -0.00020125634968280794 -0.046118629884652124 -0.023343583970115739 0.033706497188125344 -0.00065486609935760508 -0.02608779579125069 -0.070896689128130672 0.0058400588184595106 -0.0043978948146104818 0.049552811572158878 0.032636802237142215 -0.00084499389882259105 -0.021696873381733896 0.054060397434391477 -0.0065516681246021212 0.0082483421819267311 -0.016709774946211838 0.010927605197617882 0.051175322617803304 -0.061547143449601917 -0.04356726557016373 0.058364489200440323 -0.028189260246498246 -0.011376252395233939 -0.0070004465566440065 0.034089735971970694 0.00053243212611742423
leaf_weight=37 24 35 35 20 22 26 28 20 27 24 25 23 22 22 3662 33 38 34 27 40 38 35 23 23 33 28 35 22 45 71
leaf_count=37 24 35 35 20 22 26 28 20 27 24 25 23 22 22 3662 33 38 34 27 40 38 35 23 23 33 28 35 22 45 71
internal_value=0 0.0098621 -0.000626988 -0.000206789 -0.0242532 2.06256e-05 0.000158218 0.0193893 -5.31608e-05 -0.0105031 -0.0317453 0.00395333 0.021978 0.000244636 7.59272e-05 -0.000114489 0.0101382 0.0207499 0.0350308 -0.00044824 0.0136106 0.0302245 -0.000851245 -0.0111773 -0.00296097 0.00495382 0.015265 0.0322185 -0.000402998 0.0135504
internal_weight=0 94 70 4483 42 4441 4415 48 4367 121 49 72 45 4246 4224 4187 132 99 65 4055 113 73 3942 164 141 118 90 55 3778 116
internal_count=4577 94 70 4483 42 4441 4415 48 4367 121 49 72 45 4246 4224 4187 132 99 65 4055 113 73 3942 164 141 118 90 55 3778 116
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=28 24 19 17 21 23 21 12 8 8 24 12 8 7 4 24 19 4 12 4 7 6 8 7 19 19 10 6 9 12
split_gain=0.887762 6.01316 7.30906 4.34001 9.07919 7.32726 7.36541 3.14261 3.50787 3.07913 2.90557 2.9045 2.14837 3.56419 4.45437 9.72328 4.57774 4.79756 4.43573 5.24934 3.58 5.15824 4.57024 4.2878 3.98575 3.3289 3.12 13.5145 5.31712 2.9775
threshold=1.0000000180025095e-35 -0.03734794892746663 0.86754877166062994 1.1873071446022583 0.91189857440460298 0.24587165041944514 0.71208822393387583 1650.4038763213339 1538.4624459953477 1739.8472556089746 0.77792601557413488 2490.0708993747207 362.04231268922814 362.35428783988169 143.92470712658641 0.38266329224266876 1.2179645413389635 287.81933080962273 1262.9725986870237 191.30777786869439 313.7794700924598 357.09733706574798 633.43961675579328 286.76099034804491 0.88293505255277871 0.75510632455570126 69.696774886219771 216.23636101565225 129.72295238222043 986.2372658553553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 8 -7 -10 -11 -9 -2 14 -14 16 18 -18 29 -20 22 -22 23 24 25 -21 27 -15 -28 -16
right_child=12 2 3 4 -6 7 -8 11 9 10 -12 -13 13 26 15 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.033611079000842731 -0.0037731500002820802 -0.049568628768126177 -0.076006905593234919 0.057526723365299404 -0.014342891396238254 0.045922056759667138 -0.0090885806216025045 -0.0473354269794765 -0.028410981797302767 -0.004956531568485148 0.03995236307755113 -3.465773428187651e-05 0.045212575386870991 0.028673062959442969 0.017364744367077949 -0.057663040087473666 0.016847582237096505 -0.04313719681774577 -0.030636679194867612 0.011984516646374357 0.055128975798272431 0.0075093032387287722 -0.026289286234361289 -0.015936196667866578 0.0055397106024126213 0.061625699666993966 0.048610301534442797 -0.079732420327870757 0.00032693317394163882 0.070676651410758504
leaf_weight=37 948 39 29 32 39 23 38 21 24 34 25 34 33 23 20 22 24 30 28 22 45 46 34 36 60 35 23 23 2728 22
leaf_count=37 948 39 29 32 39 23 38 21 24 34 25 34 33 23 20 22 24 30 28 22 45 46 34 36 60 35 23 23 2728 22
internal_value=0 -0.00466198 -0.00885163 -0.00354072 0.018049 -0.0102639 -0.0380532 0.00130067 0.0113644 0.00178823 0.0140727 -0.018095 0.00041605 0.00163651 0.00982416 0.00706988 0.0106125 -0.0164773 0.0148161 0.0106334 0.0147901 0.0310575 0.00687381 0.0142434 0.0235294 0.0424659 0.000298729 -0.0255297 0.000730611 0.04529
internal_weight=0 375 338 299 71 228 67 161 106 83 59 55 4202 3254 457 424 402 54 348 306 278 91 187 153 117 57 2797 46 2751 42
internal_count=4577 375 338 299 71 228 67 161 106 83 59 55 4202 3254 457 424 402 54 348 306 278 91 187 153 117 57 2797 46 2751 42
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=23 24 24 24 15 17 7 21 17 17 12 2 17 12 21 21 17 3 8 5 24 2 2 8 14 15 29 19 8 24
split_gain=0.887413 2.41055 1.63496 3.92828 5.12024 3.48882 3.23482 1.23999 3.32139 6.58511 3.88448 1.83903 2.42368 2.2318 1.72752 1.61728 1.25721 6.17363 4.82434 7.14476 5.64722 5.02122 4.01482 2.60655 2.54979 9.18247 6.57814 10.9067 8.21305 9.83743
threshold=-0.37107464624423597 0.032456642524550598 -0.0702556141230022 -0.052899969028434232 583.50000000000011 1.5246760644200432 133.51176872835933 1.2776380085649781 1.6624017325826079 1.514497587153653 2038.6889179063612 465.30268700596019 1.2771235309708959 1874.1823545990121 1.3371482813451421 1.3847748491910312 1.6319758536439164 387.80712607536049 391.09352077740056 240.4877998554617 0.1041212329032736 416.23721061152435 560.14986584141718 203.75451160435858 0.042782985796734042 1736.1000000000001 170.00000000000003 0.86024201226309571 2448.204805491991 0.75758225385909694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 16 9 11 -10 12 14 -13 -9 -12 24 18 19 21 22 -18 -20 -23 26 -26 -2 -28 29 -29
right_child=7 -3 3 4 5 -7 -8 8 10 -11 15 13 -14 -15 -16 -17 17 -19 20 -21 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.011104710310697556 0.00061254011759996705 0.038732978116188733 -0.043517737363332087 0.032267039782694872 -0.047573490680328442 0.010069232549340952 0.03658365283274289 -0.030603542439639572 0.030537429230198976 -0.060668544340188861 -0.031984446729932517 -0.041386876196394529 0.0312883198261261 -0.0037526955152861773 0.0081724918136994052 0.0056591839455068117 -0.010500463198029227 -0.047543671421590265 0.075727833310763049 -0.058846852544695141 -0.013167897265936649 0.053321749947610353 0.013892284576736746 0.0040671699426390907 0.0025359661090804428 0.049968085340445952 -0.083042599260807037 -0.0097900136920936638 0.041459229206001119 -0.082922082929871979
leaf_weight=25 2035 21 21 37 21 21 33 20 42 27 21 26 23 40 27 25 155 32 21 25 28 21 21 22 1446 42 22 229 28 20
leaf_count=25 2035 21 21 37 21 21 33 20 42 27 21 26 23 40 27 25 155 32 21 25 28 21 21 22 1446 42 22 229 28 20
internal_value=0 0.00690198 0.00267127 -0.00507581 0.00514292 -0.0187521 0.0160283 -0.000280913 -0.00710606 -0.0155583 0.00854975 -0.00660256 0.00468883 -0.0185783 -0.00832795 -0.011526 0.000132184 -0.00583872 -0.00128392 -0.00847313 0.0216189 -0.00211281 0.0448101 0.0281217 0.000639914 0.00387478 -0.00142241 -0.0152724 -0.00988988 -0.0156641
internal_weight=0 179 158 100 79 42 58 4398 251 163 88 136 70 66 47 46 4147 325 293 223 70 198 42 43 3822 1488 2334 299 277 249
internal_count=4577 179 158 100 79 42 58 4398 251 163 88 136 70 66 47 46 4147 325 293 223 70 198 42 43 3822 1488 2334 299 277 249
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=16 8 8 12 13 12 24 27 16 16 13 18 16 24 2 13 14 16 21 4 4 15 13 12 0 16 1 0 21 14
split_gain=1.00516 3.03997 7.10025 5.69273 3.25445 2.70423 11.3285 2.39852 5.64861 12.5383 4.74931 10.8749 7.99289 6.3803 3.54831 11.7831 2.52446 4.58002 2.50472 1.85458 4.98447 3.3944 1.72179 5.26184 6.32199 6.9894 6.75063 5.30305 8.54206 5.29354
threshold=149.15000000000003 1981.214285714286 1899.8677966101698 1643.8344625362986 58.998137802607083 357.5945367672154 0.40507842854469217 7.5000000000000009 84.050000000000026 66.075000000000017 65.855360886061177 1.6415472159200581 123.95000000000002 0.626753739355839 463.14271193135545 102.92732623865352 0.07275865432501917 132.40000000000003 0.69353071749716455 179.6935483870968 151.17123287671237 578.45000000000016 104.36388008587203 1935.2425820294816 246.80151515151519 237.10000000000005 249.25274446946258 507.83151644263347 0.51328884260239083 0.11090457021075066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -2 14 9 -9 11 12 -10 16 19 -16 -12 -18 -13 20 -6 -21 -7 -24 26 27 -25 28 -26 -30
right_child=5 3 -4 -5 7 22 -8 8 10 -11 13 18 -14 -15 15 -17 17 -19 -20 21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.04349361162632704 0.0088326041808440576 -0.0045024312436580663 -0.054023014144463977 0.065244932862168009 0.0042655354135462805 -0.0023638746764341485 -0.081121936440467834 0.00046440626940001613 -0.0030518798689757078 -0.091322993330488156 0.026496342116863365 0.0040863403677940374 -0.078611163182982391 0.068269788491584008 0.079102892594205013 -0.011956419236958027 -0.044964300859719517 0.018172973421988665 0.051565265078097583 0.043937714136420537 -0.049839787934685041 0.0029170812065583761 0.0089685468631451604 -0.0047264475213444753 -0.090995164557049674 -0.001137892282476178 0.071087903137474012 0.014035927030173215 0.018341236705468458 -0.046708866459285396
leaf_weight=20 42 25 22 22 90 1945 21 46 28 22 36 25 28 21 27 30 20 27 20 26 21 90 675 23 24 1104 24 22 22 29
leaf_count=20 42 25 22 22 90 1945 21 46 28 22 36 25 28 21 27 30 20 27 20 26 21 90 675 23 24 1104 24 22 22 29
internal_value=0 0.00365562 0.00173407 0.0281453 0.00385999 -0.000600746 -0.0211522 0.00243688 -0.00425614 -0.0292315 0.00402837 -0.0114168 -0.0408315 0.0190281 0.00887066 0.0311769 0.00656931 -0.00869395 0.0251881 0.00326952 -0.00597061 0.0121114 -0.000266014 0.00185585 -0.00199117 -0.00339915 0.0339873 -0.0291355 -0.0417991 -0.018648
internal_weight=0 646 599 47 577 3931 63 557 273 68 205 101 56 104 284 57 83 47 45 227 111 116 3868 1923 1248 1201 47 97 75 51
internal_count=4577 646 599 47 577 3931 63 557 273 68 205 101 56 104 284 57 83 47 45 227 111 116 3868 1923 1248 1201 47 97 75 51
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=21 21 26 21 12 11 11 9 11 29 20 23 20 12 23 23 22 12 22 22 17 22 12 24 16 23 23 24 9 24
split_gain=0.896822 9.30939 5.75222 5.73634 15.9526 5.72376 9.52983 4.95489 5.2981 4.59413 4.59329 4.46364 4.476 3.77068 3.69385 6.66867 5.96998 5.44221 5.12356 8.88626 9.3521 6.0073 5.06342 4.38786 9.11477 12.6699 4.70586 9.64992 8.36514 6.34045
threshold=0.67309373103053816 0.64726035484003541 4.5000000000000009 0.72405107831513338 752.89007842882108 718.18857300696925 283.14271282885005 223.46093281985455 436.94369919892836 85.000000000000014 2.3399967423817492 0.14926262663294354 2.3939674993302762 1430.1824398398708 0.20075227190719638 0.14926262663294354 0.17141236249588934 1804.2937741168471 0.12685132415866568 0.1052018953467454 1.2548066586493476 0.082336293536951016 1309.6084745762714 0.11436597255006863 328.22500000000008 -0.063492222734002277 -0.045776866115370081 0.065480679200451877 148.38657565793119 0.047199662079626559
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 -2 6 11 -3 -9 -4 -8 -6 -13 -12 15 18 -16 22 19 21 -21 23 -18 26 -25 -26 27 29 -29 -5
right_child=3 2 9 14 5 -7 10 8 -10 -11 13 12 -14 -15 16 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00014666926871575019 -0.087031401953260812 -0.026089701369404795 0.023745833814144135 0.0018786817857888505 0.00054157881164237074 -0.054900967329740528 0.044257775224237281 0.053530873579438781 -0.011110921204090119 0.084370093464851387 0.029977111957035958 -0.081520763095468296 -0.020027296656164633 -0.022220750537610825 0.03967321172822267 -0.042134810588919581 0.0099896550826006313 0.045793839313089849 0.021305217105642107 0.0072855556663125754 -0.082935226977699339 0.041163143175928035 -0.028604986477981917 0.0023181611837526737 -0.085242327313042363 -0.0056498468129171269 -0.01785594545232844 0.011849797574812365 0.079116076304866334 -0.035275888852387048
leaf_weight=2243 28 25 25 1065 38 22 44 32 21 25 25 20 29 31 59 39 89 25 103 20 27 34 55 121 36 45 123 51 29 48
leaf_count=2243 28 25 25 1065 38 22 44 32 21 25 25 20 29 31 59 39 89 25 103 20 27 34 55 121 36 45 123 51 29 48
internal_value=0 0.0013502 0.0275806 -0.00145119 -0.0161494 -0.00665321 -0.000977007 0.0106079 0.0279181 0.054058 0.0200793 -0.0251796 -0.0451267 0.00108187 0.000317961 -0.00124946 0.0122867 0.00272575 -0.000312601 -0.00170512 -0.0445434 -0.000407825 -0.00475135 -0.00133893 -0.0150617 -0.0410243 0.000767461 0.00268756 0.0362338 0.000276328
internal_weight=0 2371 128 2206 237 209 187 78 53 50 100 87 49 56 1969 1741 228 169 1702 1599 47 1552 144 1518 202 81 1316 1193 80 1113
internal_count=4577 2371 128 2206 237 209 187 78 53 50 100 87 49 56 1969 1741 228 169 1702 1599 47 1552 144 1518 202 81 1316 1193 80 1113
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=17 17 9 9 15 14 28 8 9 9 0 15 22 13 7 7 15 18 28 7 8 8 12 14 0 26 14 14 0 17
split_gain=0.855687 4.4044 4.35351 11.0724 4.20511 3.5932 2.53712 2.41894 2.72858 8.16126 3.59485 9.19182 5.52384 9.1627 4.67802 7.09295 3.96643 3.55081 2.76556 2.6592 6.79843 3.49224 6.63549 3.43495 2.8133 2.43653 2.38827 2.16278 5.89487 2.06116
threshold=0.93312261576613975 0.94935201627534815 282.79398889909595 179.09363396733514 2024.8000000000004 4.7475208353788495e-05 6.5000000000000009 2550.744444444445 232.40083029738204 220.36763962766921 617.68500948766621 1398.7500000000002 0.4053245592906855 65.999617274430577 1243.7669280191719 1301.0594472805317 827.50000000000011 1.2981039052480807 12.500000000000002 1216.2326379431108 963.39544513457565 1857.4168797953967 1430.1824398398708 0.08982431149542737 176.6467084924532 5.5000000000000009 0.00028624418238443509 2.3853681865369591e-05 829.79539035137282 0.95361530759877799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 -5 8 9 19 11 12 13 -10 16 -16 26 -13 -19 20 23 24 -23 -7 -21 -9 -14 28 -3 -29
right_child=1 27 4 6 -6 7 -8 25 10 -11 -12 17 14 -15 15 -17 -18 18 -20 21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.032925418947035302 0.0087698187213391069 -0.044311187379062179 -0.021914659023750574 -0.044964379658922554 0.026720481930533425 0.039950646697120236 -0.095334205343388032 0.003076269125322933 -0.088065023525130182 0.068962697887226296 -0.034482400149347323 0.059282343848435975 0.026820066127748718 -0.0093520497796125718 -0.062758630929006784 0.010545149050427206 0.055388783409514211 -0.0031853482465852394 0.043236456226025316 0.008786118207942872 -0.058603554237633949 -0.043627495407348588 0.036855438984930516 -0.012851893888520344 0.05843476764857769 -0.042471350055226752 -0.02087209616743383 0.024920862880261505 0.023745294138789178 0.00018862811132718072
leaf_weight=39 32 35 40 20 32 22 20 23 21 23 31 27 21 50 22 33 22 33 21 21 20 21 20 28 25 24 21 34 20 3776
leaf_count=39 32 35 40 20 32 22 20 23 21 23 31 27 21 50 22 33 22 33 21 21 20 21 20 28 25 24 21 34 20 3776
internal_value=0 -0.000514663 -0.0176866 -0.0350741 -0.000299041 0.00363254 -0.0701493 0.00147296 0.00358455 0.0133302 -0.00222414 0.00146592 -0.010559 -0.0326334 0.00261143 -0.0187764 0.0209916 0.0296725 0.0148676 0.00518025 -0.00932871 0.0168541 -0.00436753 0.0103812 0.0357691 -0.0201821 0.00297398 0.000125119 -0.0195634 0.000409336
internal_weight=0 4009 144 72 72 568 40 529 482 180 302 271 190 71 119 55 64 81 54 157 70 87 41 50 46 47 42 3865 55 3810
internal_count=4577 4009 144 72 72 568 40 529 482 180 302 271 190 71 119 55 64 81 54 157 70 87 41 50 46 47 42 3865 55 3810
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=27 15 15 17 4 8 15 2 15 2 17 17 16 8 15 18 17 22 14 8 12 20 20 8 9 2 20 23 23 18
split_gain=0.855525 2.68295 7.46076 8.38684 17.4027 5.96565 4.30229 7.45969 5.51636 4.58472 4.05471 4.40868 3.98034 3.33386 5.2717 3.21656 4.33972 3.02867 10.3625 6.40639 5.49166 5.1671 6.315 4.24067 3.98594 5.88065 6.08479 3.42624 10.5958 4.49367
threshold=6.5000000000000009 2093.0000000000005 1602.1000000000001 1.0646397147902757 456.90319540566736 1739.8472556089746 1388.2999999999986 732.96508934325414 1512.95 890.62609716742043 1.0695914332686964 1.0876883214349433 374.22500000000008 1872.6919642857144 1749.0000000000007 1.1822171336864014 1.0274262800656315 0.093206329098881588 0.026882320304187562 881.93772121875588 1000.5541323519947 2.3139019700278634 3.0866209824263522 686.33794244944545 238.79166666666671 485.58248283872922 2.7300766166144812 0.060435836046288043 0.023771673330733791 1.3844880861632209
decision_type=2 2 2 2 2 2 2 2 2 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 13 -5 12 17 -8 -9 -10 15 -12 -3 -4 -15 -7 -17 18 23 20 -19 -21 24 -1 -23 -26 -27 28 -20 -29
right_child=-2 5 3 4 -6 10 7 8 9 -11 11 -13 -14 14 -16 16 -18 19 27 21 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.076057004316576901 0.001145080034884171 0.011026555206626654 0.013272702895104885 -0.12566422475945382 -0.015019926437261431 -0.003884742429169516 -0.011833906758168573 0.057817090825562405 0.039192785525863826 -0.026961031602695584 -0.0446079414438557 0.0027336097455450468 0.063161518838670522 -0.062919311163326108 -0.0069681343984077972 0.009675784937345085 0.059179129575689639 0.01322114156605101 -0.0022995216495473869 -0.04392383730938209 0.067683742909381783 0.046470204752779777 -0.024725483662994773 -0.016610449055830638 0.041396444832423218 -0.04853471409943369 0.022313301197507168 0.001108223707117933 -0.058047182200890446 0.056749426342901733
leaf_weight=28 2690 32 50 21 44 150 60 46 22 20 37 42 27 21 85 113 21 81 644 29 24 31 58 21 27 27 22 47 36 21
leaf_count=28 2690 32 50 21 44 150 60 46 22 20 37 42 27 21 85 113 21 81 644 29 24 31 58 21 27 27 22 47 36 21
internal_value=0 -0.00163236 -0.00365611 -0.0205873 -0.0507665 0.00539323 -0.000648248 0.0153552 0.0338933 0.00769097 0.000599812 -0.019439 0.0348849 -0.00801258 -0.0180528 0.00617399 0.0174338 -0.0028093 -0.00602909 0.00577321 0.0256697 -0.00499553 0.00184641 -0.0505799 0.0162499 0.00392315 -0.0167254 -0.00311065 -0.00525087 0.0182915
internal_weight=0 1887 1465 221 65 422 1244 148 88 42 363 79 59 156 106 284 134 1096 797 299 105 194 165 49 107 76 49 748 680 68
internal_count=4577 1887 1465 221 65 422 1244 148 88 42 363 79 59 156 106 284 134 1096 797 299 105 194 165 49 107 76 49 748 680 68
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=29 11 3 7 16 5 3 5 27 13 14 11 21 11 9 14 16 6 11 16 1 23 11 3 7 2 16 3 2 29
split_gain=0.907375 2.69073 2.33063 10.9003 2.91739 2.14482 3.02894 2.37425 2.91518 1.89588 2.30842 1.59376 4.82259 1.46582 2.96542 4.39702 2.7875 2.04518 7.91596 4.22019 5.29146 6.10707 4.42928 3.22563 7.17476 6.22155 8.76367 6.119 7.34136 7.4028
threshold=20.500000000000004 135.76547654572295 719.42869445015242 947.54549389817919 400.92500000000007 766.16686945223853 1084.3361533664147 1221.581917092147 6.5000000000000009 132.00032981530345 0.030138981231993097 416.38239870639524 0.54888459376519461 1089.7557575757578 829.54379787313167 0.062263107060136352 557.05000000000007 832.98437500000011 764.49363238512046 529.07500000000016 909.72495388912319 0.013782748522509537 875.66703286943914 833.55225859182758 1524.5189944691595 708.54678946326021 543.10000000000014 679.25832739488965 801.97233505495763 140.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 11 -7 8 -8 -3 -11 12 -4 14 17 -16 -15 18 23 22 21 -21 -19 25 -25 -2 27 -27 29 -29
right_child=13 2 5 -5 -6 6 7 -9 -10 10 -12 -13 -14 16 15 -17 -18 19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.024218171349529066 -3.2041953047019159e-05 -0.0050252113945198941 0.019196804145189084 -0.062732220482495091 -0.032238775503003241 0.010836678486809416 -0.0052644125158188958 0.0035018904203618015 -0.054552473806376969 0.043083699266426273 -0.00049220692486532281 0.02148577615682995 -0.035368992883712057 -0.014577417786825787 -0.05865264925218764 -0.0018964865173284825 0.028408355211528642 0.063196685247951079 -0.062584133651107557 0.0061370941913790177 0.019301491415535568 -0.066769764721393593 0.0047827768474817279 -0.025400133375887569 -0.00085148390979822612 0.045799470701767653 -0.0025056000810529514 0.015441266044974328 0.03788977309718336 -0.039725527948596413
leaf_weight=33 2243 198 46 36 33 53 21 27 28 20 31 67 25 22 21 39 48 27 20 27 64 20 25 141 765 89 221 75 76 36
leaf_count=33 2243 198 46 36 33 53 21 27 28 20 31 67 25 22 21 39 48 27 20 27 64 20 25 141 765 89 221 75 76 36
internal_value=0 -0.0035637 -0.00513088 -0.0109145 -0.00429949 0.00175748 -0.00751261 -0.0203088 -0.033429 -0.000596692 0.0165964 0.010423 -1.65047e-05 0.000556294 0.000298141 -0.0217611 0.0148985 0.000643807 0.00015648 0.0116042 0.000591006 -0.0248871 0.0351131 0.000500642 -0.00467197 0.002211 0.012334 0.0242165 0.0139444 -0.00245067
internal_weight=0 618 585 318 282 267 129 76 49 249 51 138 71 3959 3889 60 70 3829 3666 163 111 47 52 3646 906 2740 497 276 187 111
internal_count=4577 618 585 318 282 267 129 76 49 249 51 138 71 3959 3889 60 70 3829 3666 163 111 47 52 3646 906 2740 497 276 187 111
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=28 14 19 18 15 18 9 19 18 3 18 16 7 23 3 19 16 14 26 19 26 21 19 28 21 14 14 18 23 23
split_gain=0.790735 3.39078 5.71093 9.35136 7.59602 7.71786 3.90592 4.55697 5.31807 4.49276 8.37421 4.04323 3.92303 3.25029 3.18415 3.29906 2.93172 3.34624 2.93137 2.44947 3.55473 2.93967 2.38537 1.8708 4.47906 3.27041 4.28021 4.83713 3.20307 8.50357
threshold=1.5000000000000002 0.39051177891973693 0.88878016489144296 1.4945570858745389 878.50000000000011 1.1665884748697677 751.63682339977242 1.0380453309767896 1.1413247907932871 405.74258562372933 1.4371997065686812 251.20000000000002 1490.1101707175928 -0.12523262494010828 437.61248346497786 1.1847077170955707 390.05000000000007 0.025310281692782332 5.5000000000000009 1.2514257316655435 2.5000000000000004 0.43756173826705153 0.9779086482024778 5.5000000000000009 1.5715795854802306 2.3970611678435129e-05 2.3853681865369591e-05 1.1810675952361154 0.4374454034709625 0.42816759656186226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 11 -9 10 -10 -4 -8 -12 -11 16 -16 -18 -3 -17 21 -21 -13 24 -2 26 -25 -28 29 -27
right_child=23 18 6 -5 -6 -7 12 8 9 14 13 22 -14 -15 15 19 17 -19 -20 20 -22 -23 -24 25 -26 28 27 -29 -30 -31
leaf_value=-0.028737526172489831 0.0029546027434349778 0.032891425283418763 -0.015177687186570393 -0.087843217980116614 -0.059266364395618443 0.039654673212631185 -0.062159697692841291 -0.05059736140749671 -0.064972170229469037 0.036265640297243676 -0.027927691193864398 0.021235466603098847 -0.0027397393733263019 0.02019742256961763 0.038251578146591782 -0.033763884631200482 0.026652073568623997 -0.029276526924222709 -0.012355741982658704 0.012434709962513862 0.020595916420055663 -0.024309441505465657 0.062052803249521699 -0.00035294673580210656 0.044924755738331726 -0.00011507154996647821 0.0098956725404908269 0.0764842227846384 -0.0069869491501651226 0.058613924510776995
leaf_weight=33 1155 45 21 20 25 33 20 22 28 31 23 41 25 36 40 26 23 20 21 33 52 64 22 64 26 1784 24 20 775 25
leaf_count=33 1155 45 21 20 25 33 20 22 28 31 23 41 25 36 40 26 23 20 21 33 52 64 22 64 26 1784 24 20 775 25
internal_value=0 -0.00308292 -0.00531508 -0.0259302 -0.012323 0.00545857 -0.000972984 0.00165752 -0.00280945 -1.33444e-05 -0.0199362 0.0228224 -0.0291486 0.00143679 0.0059842 0.00234573 0.0187654 0.000638771 0.0184946 -0.0054419 -0.000499807 -0.0118089 0.0354891 0.000560386 0.00387859 -0.000895332 0.0161536 0.0401632 -0.0016079 0.000696551
internal_weight=0 704 638 111 91 66 527 482 398 376 87 84 45 59 289 258 83 43 66 175 149 97 63 3873 1181 2692 108 44 2584 1809
internal_count=4577 704 638 111 91 66 527 482 398 376 87 84 45 59 289 258 83 43 66 175 149 97 63 3873 1181 2692 108 44 2584 1809
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=0 9 21 0 21 21 21 17 20 16 9 15 7 17 1 1 27 18 7 1 18 0 8 8 8 23 15 8 8 7
split_gain=0.808875 4.05948 4.83211 10.8819 7.20682 6.23627 7.37925 3.83543 3.65489 3.58546 3.22422 3.02492 4.34051 8.87805 3.45345 5.11546 5.89769 5.03407 5.0632 4.10229 9.37088 8.02975 11.5081 3.88686 5.60166 10.953 5.65301 5.51429 7.10401 5.40652
threshold=652.61556155354162 160.67186100934495 0.30766953741843411 727.48961864406795 0.28435161743365084 0.39644371186332689 0.44137042750736966 1.0663516604293948 2.4260358619214286 770.50000000000011 819.66322921272933 3160.3499999999999 2228.0847322691252 1.0328737650664641 780.35093112140009 891.3478222709158 8.5000000000000018 1.1653841861598802 2110.7631065563214 681.63782516017716 1.1357449091856961 564.92000000000019 2057.57183908046 2057.57183908046 1915.9448717948719 0.72353921916354447 2147.1499999999992 1739.8472556089746 1721.7754946727553 1404.5708653090824
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -5 8 7 -7 -4 10 11 12 14 -14 19 16 -16 -17 -19 23 -21 22 -22 24 26 -26 27 28 29 -1
right_child=1 2 5 4 -6 6 -8 -9 -10 -11 -12 -13 13 -15 15 17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0017252309514023433 0.037089083840449649 0.034264225093647842 0.045272777879716092 -0.019478763673558004 -0.094347367584705355 -0.015523713626810966 0.0039512075460915478 -0.066918095280416312 0.0052312319702468822 -0.030072533161515688 -0.038499291512099187 -0.027798205184248775 0.05743896515892917 -0.014673565328121186 -0.015220810968675611 0.041932884686523016 -0.070612965848134909 0.0091242259147308654 -0.042513484271642359 0.069646216487443 0.051579473534468234 -0.021504956368534341 -0.025797882451322574 0.026083473906196149 0.0010889956154502354 -0.087155509265986364 0.031637762852690439 0.020444681414923931 -0.059570108779839107 0.035310035534203053
leaf_weight=2706 33 24 53 36 20 53 641 20 40 41 22 39 38 31 117 27 23 59 28 27 57 63 29 55 39 22 55 118 21 40
leaf_count=2706 33 24 53 36 20 53 641 20 40 41 22 39 38 31 117 27 23 59 28 27 57 63 29 55 39 22 55 118 21 40
internal_value=0 0.00265045 0.00136919 -0.022073 -0.0462176 0.00369308 0.000520456 -0.0296044 0.0280506 -0.000666779 -0.000333362 -9.97362e-05 0.000204129 0.0250406 -0.000287471 -0.0115149 -0.024321 0.00421175 -0.00749481 0.000594886 0.0154405 0.00561798 0.0254871 -0.000260097 -0.000742901 -0.0307369 -0.000120577 -0.000726022 -0.00162886 -0.00118575
internal_weight=0 920 887 80 56 807 714 73 93 3657 3616 3594 3555 69 3486 254 140 114 87 3232 176 149 86 3056 3001 61 2940 2885 2767 2746
internal_count=4577 920 887 80 56 807 714 73 93 3657 3616 3594 3555 69 3486 254 140 114 87 3232 176 149 86 3056 3001 61 2940 2885 2767 2746
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=9 9 4 11 23 19 2 24 17 2 6 4 8 24 15 19 19 3 8 19 25 15 24 2 4 19 8 25 25 16
split_gain=0.74882 3.61434 8.20199 8.07064 4.62315 7.98508 4.39456 3.93872 5.64306 3.53598 3.24614 5.0936 3.01133 10.6541 3.26403 6.51242 6.13283 6.61624 7.85212 5.96121 5.43525 5.17358 6.47352 4.74735 6.10856 4.37294 5.01044 4.61777 5.81043 4.74007
threshold=291.19895034898769 261.54817055748191 397.09327721535243 304.99343784389629 0.14926262663294354 1.226933671723436 822.7816633329461 0.013457518241563743 1.071620527938266 657.21809877234239 155.76969696969698 192.72563529927768 435.57455745574561 -0.020985817820185441 1244.2999999999995 0.90059265405448996 0.93161592062801568 726.29457480869553 1566.2507142857146 1.0436245396351826 -0.009530512948172273 805.12500000000011 0.032456642524550598 732.96508934325414 525.43937052438412 0.944908496412596 891.31873858047686 0.029412442235545785 0.078815082698742336 374.22500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 9 -9 -5 11 -2 13 -12 15 20 -16 18 19 -18 -14 22 -17 24 -21 -23 27 29 -29 -27
right_child=10 2 3 7 5 6 -8 8 -10 -11 12 -13 14 -15 16 21 17 -19 -20 23 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00011418466793691121 0.0014452154668314118 -0.03539033262857369 0.088321432799455674 -0.031325617964778632 0.057147400577863064 0.0066769504505727025 -0.045519666179366737 0.0020918878061430795 0.072408301532268529 0.024335755348205569 0.0023517871702047576 -0.055777663112218892 -0.062255132601906862 -0.082878198202233772 0.031140873299873608 -0.054977241841610527 -0.053886979427521256 -0.00094290547167625411 -0.066485480659387336 0.0042449183905880683 0.0057730653849632843 0.055444668799638754 0.0054433037969665449 0.040547838567623069 -0.051252349575848455 0.045612254946359565 0.028204960213409458 -0.058850154620797734 0.0016938451001895409 0.0040129368101054479
leaf_weight=2718 35 35 21 21 24 54 23 21 25 25 55 28 24 20 49 25 28 725 33 68 23 25 61 21 28 35 127 23 51 126
leaf_count=2718 35 35 21 21 24 54 23 21 25 25 55 28 24 20 49 25 28 725 33 68 23 25 61 21 28 35 127 23 51 126
internal_value=0 0.000942221 0.0124736 0.0323845 -0.00407001 0.00678357 -0.00891425 0.0196162 0.0403073 -0.00107487 -0.00173638 -0.0239872 -0.000830237 -0.0203762 0.000165652 0.00653713 -0.00331457 -0.00518424 -0.0224593 -0.0124396 -0.0289647 0.0100648 -0.0121208 -0.00252057 -0.0119418 0.0149949 0.0122014 0.00355273 -0.0171239 0.0130563
internal_weight=0 2967 249 113 136 101 77 92 46 46 1610 63 1547 75 1472 520 952 903 178 145 47 473 86 117 96 387 362 235 74 161
internal_count=4577 2967 249 113 136 101 77 92 46 46 1610 63 1547 75 1472 520 952 903 178 145 47 473 86 117 96 387 362 235 74 161
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=20 20 14 13 13 14 15 8 20 27 12 17 17 22 13 28 25 22 5 12 24 14 23 13 24 12 22 12 7 12
split_gain=0.827119 3.15122 2.68086 4.72001 12.3454 6.14367 7.56303 7.22872 4.60995 5.06717 4.50372 4.70531 4.53099 4.12052 4.89525 6.52312 6.04876 3.845 4.62416 3.62688 3.8417 3.15431 3.04251 3.46853 2.94592 2.91798 7.87999 2.91605 5.65728 5.00621
threshold=2.5157963828108731 2.4922392327688567 0.00026239050051906552 126.07808603491273 130.80078497975515 0.0085363851738981741 2147.1499999999992 1462.2749798007005 3.3835070185031157 9.5000000000000018 937.38948871198966 1.1061077490135542 1.1820646977393754 0.082336293536951016 99.982379659374232 1.0000000180025095e-35 0.28232064435117865 0.14488340326566065 236.86261885507898 384.52352679234087 0.26767689023391827 0.066194935376807915 -0.22953879595897758 77.289065254628994 0.31612278872317029 2405.6069102121696 0.20615524902093216 2117.5295274200839 1423.4194367944694 1920.3114705199639
decision_type=2 2 2 2 2 2 2 2 2 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 13 -5 7 10 -6 9 -2 -7 -12 -13 14 15 -4 -16 18 -14 -17 22 25 23 -21 -23 27 -27 29 -29 -15
right_child=2 -3 3 4 5 6 -8 -9 -10 -11 11 12 17 21 16 19 -18 -19 -20 20 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00067423692996936555 -0.012140877532501575 0.030449756917854148 -0.046278674441522789 -0.086195721123367555 -0.065268953442573552 -0.038251514997213118 0.045497686984507665 -0.01019863389665261 0.017975815802457787 -0.060592644602060319 0.031633711926812351 -0.042122371933822123 0.016420310821670753 0.0028225096238188568 -0.007236717449469042 -0.025623935352890721 -0.078722080942243339 0.030307970962980213 -0.043814100682735446 0.049581355535580469 0.042096549365669492 0.012881008190258095 -0.010551495296852802 -0.002225798967161349 0.057071361606093975 0.069943544625615084 -0.0058576840674504638 -0.057870475473729047 0.013844110088592227 0.046747839919946813
leaf_weight=2803 158 36 28 20 30 31 38 116 42 25 43 28 26 665 29 31 20 34 25 24 33 48 67 28 22 24 32 22 22 27
leaf_count=2803 158 36 28 20 30 31 38 116 42 25 43 28 26 665 29 31 20 34 25 24 33 48 67 28 22 24 32 22 22 27
internal_value=0 0.00105181 -0.00171811 -0.00020356 -0.00966506 -0.00553942 0.0048266 -0.0215145 -0.0119026 -0.01876 -0.00343811 0.00347993 -0.00723345 0.00309363 -0.00794071 -0.00132834 -0.0364144 0.00425937 -0.0131064 0.00554931 0.011907 0.00642185 0.00353513 0.0216852 0.0267694 0.00462346 0.0266286 0.00294916 -0.0220132 0.00453636
internal_weight=0 2839 1738 1513 391 371 225 146 225 183 187 156 113 1122 260 211 49 85 51 183 152 862 119 52 70 792 56 736 44 692
internal_count=4577 2839 1738 1513 391 371 225 146 225 183 187 156 113 1122 260 211 49 85 51 183 152 862 119 52 70 792 56 736 44 692
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=29 11 9 11 18 6 26 13 3 1 28 24 24 23 6 23 15 7 15 24 16 9 3 3 18 15 23 23 28 13
split_gain=0.827153 2.28292 2.18951 3.37653 10.7464 3.3751 2.91962 2.51786 1.82428 5.59148 1.7492 4.13208 3.63483 7.18246 7.2133 4.01284 4.73127 16.7815 5.30902 4.80439 3.4166 3.7627 3.50806 3.30158 2.79958 2.68563 2.66356 2.65115 2.5379 3.53674
threshold=20.500000000000004 135.76547654572295 424.07151095732416 358.7980027924483 1.2883930916714597 348.75233606812498 1.0000000180025095e-35 157.6749355577262 730.55714594033054 408.76234968946676 1.5000000000000002 -0.059906512518013551 0.46887819486473797 0.13470237300110582 339.50747385633866 0.060435836046288043 662.79999999999939 243.83784351767159 859.67499999999984 0.035928851685557019 285.65000000000003 74.820708882477604 225.82435242479667 418.15360273460533 1.1902415608282186 805.12500000000011 0.77475334482408231 -0.074415411832200018 5.5000000000000009 63.948355551106019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -4 8 9 -3 11 -2 13 15 -15 16 20 -18 25 27 21 -13 -23 -14 -16 -19 -25 -20 29 -12
right_child=10 2 6 4 -6 -7 -8 -9 -10 -11 28 12 23 14 24 -17 17 18 19 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.022187576551611226 0.024791725064543163 -0.0015796510294536191 -0.0072181201153134382 -0.080642168196992811 -0.0044031852645275652 0.023988522891257261 0.015876778677029878 -0.039194167063881957 0.016205016016850576 -0.050988295839892499 0.03208951672616725 -0.012888466599194901 0.036936730343020627 -0.085776619488994288 0.0036200883583380628 0.035382356867194174 -0.10587499206885696 -0.00086334680517514539 -0.028713257553485722 -0.058781214509732449 -0.017527509566295792 0.011338580556213857 0.066779829135962906 0.0046289399728055829 -0.04427533290834855 0.046444443878717726 -0.033197461364960129 0.016445884022575158 -0.00038660730219204523 0.0042733729447433548
leaf_weight=33 44 151 124 26 64 37 98 24 34 27 48 23 27 24 26 22 20 30 26 26 37 25 21 121 23 20 22 26 2390 958
leaf_count=33 44 151 124 26 64 37 98 24 34 27 48 23 27 24 26 22 20 30 26 26 37 25 21 121 23 20 22 26 2390 958
internal_value=0 -0.00340252 -0.00484607 -0.00963037 -0.0264278 -0.00409277 0.00297693 -0.00849534 -0.00502 -0.00907422 0.000531134 -0.00463133 -0.00712577 -0.0129665 -0.0408609 -0.00558868 -0.00913735 -0.0206877 -0.00737715 -0.0236829 0.00698951 0.0201363 0.0366487 0.004865 -0.0188614 0.0180598 -0.00119051 -0.00613369 0.00138698 0.00560058
internal_weight=0 618 585 363 90 273 222 236 212 178 3959 563 519 349 73 276 254 148 128 78 106 69 46 170 49 50 143 52 3396 1006
internal_count=4577 618 585 363 90 273 222 236 212 178 3959 563 519 349 73 276 254 148 128 78 106 69 46 170 49 50 143 52 3396 1006
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=17 17 0 3 19 22 21 19 1 0 0 21 17 21 17 29 29 14 18 0 29 3 0 17 17 0 17 12 21 12
split_gain=0.758478 3.43354 3.91941 4.41305 2.92007 2.55076 3.59481 4.74197 4.03906 4.43292 7.20862 4.56576 3.93559 3.75829 7.19715 3.02624 5.54169 2.9571 4.17695 3.93682 2.26557 2.16776 5.97762 2.00046 1.76867 2.92444 2.0638 4.30248 3.71042 2.15097
threshold=0.93312261576613975 0.94935201627534815 812.06666666666672 1276.0313158377401 1.2791221816879186 0.20023435425172378 0.60610555863671778 1.6037655605503229 479.84397759613029 423.342401491874 576.75908088541246 0.37317308607927085 0.86274177768769067 0.6448356681722146 0.88276425937709446 125.00000000000001 65.000000000000014 0.00094950416707576988 1.6415472159200581 314.96088882216054 185.00000000000003 461.50974539533922 182.59905271828669 0.93699314437962788 0.95667343732974353 706.60015018446586 0.96649459622109346 2343.9383509833592 0.4869004353220599 1483.2760156320026
decision_type=2 2 2 2 2 2 2 2 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 23 -1 15 7 8 -7 11 -11 -10 21 14 -8 16 -6 18 19 -15 -17 -9 -23 -2 25 -3 27 29 -29 -26
right_child=1 24 -4 -5 5 6 13 12 9 10 -12 -13 -14 17 -16 20 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.036835832372307774 -0.044382072466871016 0.0013560160451258222 -0.047144516557455066 0.02443601103150286 -0.0067637912220443082 0.062085712687284855 -0.059991072555040492 -0.0096549272736800584 0.028823388403370266 0.083128791049654996 0.0056227846711408352 -0.035669120745328457 -0.038747977846386755 -0.046708802725853669 0.017985517703928054 0.027731497855857015 -0.064401393554131089 0.030732657341286541 0.029668024294854451 0.0063196401111781601 -0.0088212792642223519 0.064276309981942184 -0.0090712348315864812 -0.0095299666715336264 -0.0093758710182737567 0.044108468154445295 0.00018493968648918154 -0.063958015083335346 -0.0083521230146288879 0.03078911119140685
leaf_weight=25 23 48 31 32 69 27 29 35 21 21 28 23 22 28 20 30 22 32 24 28 39 20 25 58 40 24 3685 24 24 20
leaf_count=25 23 48 31 32 69 27 29 35 21 21 28 23 22 28 20 30 22 32 24 28 39 20 25 58 40 24 3685 24 24 20
internal_value=0 -0.000484548 -0.0156462 -0.00700507 0.00341999 0.00188151 0.00631143 0.0145618 0.0280363 0.018151 0.0388396 -0.00488861 -0.00129052 -0.0050649 -0.0281639 -0.00872261 -0.0206982 0.0050409 -0.0052358 -0.0201946 0.00707123 0.00901029 0.0235277 -0.0194262 8.0336e-05 0.0156068 -0.000214393 -0.0138398 -0.0361551 0.00401246
internal_weight=0 4009 144 113 568 543 383 222 120 93 49 44 102 161 49 160 91 112 80 56 69 80 45 81 3865 72 3793 108 48 60
internal_count=4577 4009 144 113 568 543 383 222 120 93 49 44 102 161 49 160 91 112 80 56 69 80 45 81 3865 72 3793 108 48 60
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=20 20 3 3 23 23 14 2 4 4 14 19 13 13 22 21 13 14 20 11 23 23 23 21 24 14 19 19 2 24
split_gain=0.739668 1.50644 3.53212 2.64594 1.6051 1.45668 1.26028 2.30278 3.7982 2.98897 2.81533 2.59571 3.35434 3.9135 3.27409 2.46528 2.92635 2.17205 2.97094 3.62388 6.99643 3.4644 3.16455 2.95994 3.37357 2.50171 2.06438 1.99364 2.39538 1.93351
threshold=5.7113049819841244 4.7333323656917736 294.01619296347286 408.1255227398903 -0.4930622341871887 -0.44445939053531186 0.4060108305024312 849.6059070816043 647.27990444803538 734.43255881302355 0.51214922950068487 1.0927552484264831 75.997462961364548 151.41296054563608 -0.18995251770814334 0.93256346084548813 198.00191734128677 0.29380602821284801 1.6618148110838782 742.55589867916217 -0.12869230192197958 -0.32575161888957543 -0.0474814894450643 0.94608406895115327 -0.049894132525824163 0.27565459262806941 1.3459422984967102 0.5593701948117612 468.42559315383158 -0.042583768319429942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 17 8 11 -10 -9 12 -8 14 -14 16 -15 25 19 20 23 -20 29 -19 -25 -7 -13 -16 -29 -23
right_child=-2 2 3 -5 5 6 7 10 9 -11 -12 26 13 15 27 -17 -18 18 21 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.02253522432048715 -0.015650561389823757 0.04487063051760197 -0.024489057548344136 0.019560453413675231 -0.020619020919714657 -0.00029143575902058097 -0.026539264385189328 0.054181527812033892 -0.052382393355946993 -0.0052283494290327887 0.0042767612496390937 0.039355245977640153 0.051798974039653937 -0.0072161400601977402 -0.013789661260321738 -0.029845856130123138 0.031757135964930058 -0.026681178075571854 0.006522640368005015 -0.028848575201949906 0.061865662309256469 -0.056026325273242861 0.010501752203951281 0.043978100447427663 -0.0064556610253122121 0.023436837748417427 -0.00033664541319012643 0.033054805671492098 0.0002967150348079641 -0.023646171819091889
leaf_weight=31 30 25 25 30 35 3526 35 20 20 41 26 38 24 84 25 32 25 30 53 28 22 22 24 21 36 45 20 49 41 114
leaf_count=31 30 25 25 30 35 3526 35 20 20 41 26 38 24 84 25 32 25 30 53 28 22 22 24 21 36 45 20 49 41 114
internal_value=0 0.000103259 0.0137044 -0.000462052 -0.000140326 -0.000298789 -0.000137187 0.00469937 0.00244441 -0.0206887 0.0259745 0.00622757 0.00264799 0.00629639 0.0182035 -0.00544181 0.00172268 -0.000729268 -0.00824719 0.00324077 0.0114839 -0.0156362 -0.0229763 -0.00125631 0.0121252 7.57637e-06 0.0256684 0.0111923 0.0181317 -0.0288841
internal_weight=0 4547 80 55 4467 4436 4401 480 434 61 46 373 315 280 139 141 109 3921 350 137 109 213 160 87 57 3571 58 115 90 136
internal_count=4577 4547 80 55 4467 4436 4401 480 434 61 46 373 315 280 139 141 109 3921 350 137 109 213 160 87 57 3571 58 115 90 136
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=29 26 20 26 13 3 10 19 13 29 11 19 19 8 4 20 19 19 29 19 24 28 20 3 20 20 20 2 19 10
split_gain=0.762109 2.2724 3.11026 2.59443 2.34897 5.90072 2.03464 4.35124 6.51871 7.22507 4.55895 4.62122 3.65305 3.33375 3.26096 3.82508 3.16577 4.35647 3.23228 2.96606 6.23908 2.78896 2.78358 2.70797 2.24153 3.98578 2.45678 2.0631 3.92047 3.9654
threshold=65.000000000000014 12.500000000000002 2.4607840072906488 19.500000000000004 199.08450771281665 747.06259727374379 184.74481411271617 1.1107536930921051 90.357338201597102 35.000000000000007 309.15088195042836 1.0170367191529113 1.0352538013534176 391.09352077740056 327.70233891655357 1.6766523265766864 1.1330368732236533 1.1749569417775605 20.500000000000004 1.0927552484264831 0.11436597255006863 4.5000000000000009 3.0249556220140259 369.43723377323187 2.1615192261185077 2.2406486846886344 2.0926441927355857 309.38210982207153 1.2690220379888302 155.36955507714393
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 10 24 22 11 13 14 -1 -8 -16 19 -18 -19 -14 -21 -13 -10 -15 26 -26 -9 -27 29 -29
right_child=-2 2 -4 -5 5 -7 12 8 9 -11 -12 21 16 23 15 -17 17 18 -20 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.038796342472019407 0.000788334502393114 0.04343018573434914 -0.01383417226712812 0.0060690055896596221 -0.06387057995254343 0.0015276952017400716 0.0071033908426761634 0.0047762852416119795 0.015374653426737623 -0.065077622804903631 0.053554850730758455 0.05633344308783611 -0.0058793496938321643 0.018127222754992546 -0.012546153279701964 -0.065812354441732168 -0.041394227466491219 -0.00091641934426904775 -0.03580938135755473 -0.0055904898615110488 0.071493740645902498 0.011809861209407888 -0.030665291799232365 -0.02566944937221706 0.049500481218565262 -0.026929985696361181 -0.043650053068995477 -0.011068116100645497 0.029374229806071184 0.027766657763105985
leaf_weight=23 3333 34 33 41 22 37 20 22 29 33 26 24 37 48 26 28 34 314 29 21 21 34 24 20 20 21 20 116 53 34
leaf_count=23 3333 34 33 41 22 37 20 22 29 33 26 24 37 48 26 28 34 314 29 21 21 34 24 20 20 21 20 116 53 34
internal_value=0 -0.00211215 0.0117493 0.0230061 -0.00342997 -0.0228581 -0.00236566 0.00191272 -0.00420459 -0.0283449 0.0149164 0.00817409 -0.00678128 -0.00588569 -0.0273902 -0.0401657 -0.00343684 -0.00725101 -0.00386655 0.014765 0.0329516 0.0302334 -0.00547362 0.00524585 0.00305439 0.00672737 -0.0182839 0.00290835 0.00599507 -0.00226557
internal_weight=0 1244 108 75 1136 59 1077 547 372 86 175 149 530 91 74 54 456 377 343 79 42 58 53 68 286 244 42 224 203 150
internal_count=4577 1244 108 75 1136 59 1077 547 372 86 175 149 530 91 74 54 456 377 343 79 42 58 53 68 286 244 42 224 203 150
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=15 15 15 15 6 15 18 24 22 4 20 2 20 15 12 22 20 18 2 2 3 3 14 14 8 20 22 17 22 18
split_gain=0.74558 3.01656 3.21911 3.04472 2.80326 2.79511 2.72765 6.02199 3.27294 2.72021 3.63732 2.68767 4.1261 2.33985 4.89256 2.04664 1.52746 1.8145 1.19274 3.24111 1.34151 2.53619 1.40234 4.36946 1.64968 7.17735 4.22096 7.07066 5.37712 4.60183
threshold=2650.1499999999992 2878.9499999999975 2836.0999999999999 3034.7999999999997 665.03526686579505 3160.3499999999999 1.1482342049496517 0.86669697087097297 0.20143715563559414 513.44974770166596 2.5561658204328679 1327.3943975085092 2.2571533163714403 2575.0000000000005 2301.0393209222752 0.2248918937824467 3.03976607399342 1.2011470030115092 1477.8975429164311 1424.8997387328545 1348.4604882554775 1304.5849324804551 2.3853681865369591e-05 2.3970611678435129e-05 2407.5208333333335 2.6623473099567638 0.22995118476599974 0.98737376782808683 0.27145543729998439 1.1615365535177442
decision_type=2 2 2 2 2 2 2 2 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 2 4 11 9 15 8 16 -7 10 -2 -3 -13 18 -15 -5 17 -8 19 20 21 22 -1 -24 -25 26 -26 -28 -29 -30
right_child=1 3 -4 5 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=-0.020500860385822529 -0.015273871800551812 0.0040890825167298325 0.043081605090110595 0.040852158621419221 -0.020533398491399433 0.044657261974432254 0.0070006956579163676 -0.061557766837067908 -0.0098900025541132155 0.045847280258717746 0.032782420210008115 -0.00023603722453117371 -0.060651394395300977 0.003488735178191411 -0.052807504110611407 0.0039140298388277489 0.022251143306493762 -0.028955244816839695 0.019754357238610586 -0.035452303112162131 0.019460941063506265 -0.027810306959983072 0.038217885171373686 -0.00055543422376699869 0.032783032740865435 0.062718059186061673 -0.045550224206903404 0.053643035907298332 0.024436292820610106 -0.025169182411498493
leaf_weight=33 36 30 33 30 27 22 32 20 22 23 28 20 26 38 26 30 22 25 30 26 35 33 30 3712 35 22 34 20 32 45
leaf_count=33 36 30 33 30 27 22 32 20 22 23 28 20 26 38 26 30 22 25 30 26 35 33 30 3712 35 22 34 20 32 45
internal_value=0 0.00398408 0.0155771 -0.00212404 0.00761521 0.00426786 -0.00333293 -0.0125403 0.0173836 0.016351 0.00575076 -0.0191972 -0.0343838 -0.00040887 -0.0193816 0.0223831 -0.000130806 -0.00876945 -0.000111768 -0.00025867 -3.16711e-05 -0.000202402 2.74895e-05 0.000199865 -9.25813e-05 0.0090463 0.00193318 -0.00630915 0.00744545 -0.00455392
internal_weight=0 426 147 279 114 203 143 99 44 87 64 76 46 4151 64 60 79 57 4087 4057 4031 3996 3963 3930 3900 188 166 131 97 77
internal_count=4577 426 147 279 114 203 143 99 44 87 64 76 46 4151 64 60 79 57 4087 4057 4031 3996 3963 3930 3900 188 166 131 97 77
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=23 25 25 8 14 25 17 0 10 25 25 25 17 12 14 23 16 0 10 25 17 18 21 25 16 6 10 15 14 22
split_gain=0.694094 2.12308 3.84409 4.34978 3.69365 3.577 2.5376 2.28343 1.39053 1.9564 9.20488 3.45114 4.43198 3.30731 4.19939 3.93828 3.70803 4.58264 3.22187 3.03848 5.63622 4.54197 3.79988 4.37597 3.75996 4.51972 3.8972 2.94696 3.87675 2.29383
threshold=-0.35239900332755603 -0.086137126469515338 -0.05541474924264557 137.90186968603487 0.38664756877263307 0.010935023372047959 1.5835278219282933 285.36884324187253 33.258563668718956 -0.065165578345229694 -0.067946433714120555 -0.046770190791332031 1.0541933260195016 3488.4571819291737 0.07275865432501917 -0.099009689686259519 206.10000000000005 301.35879064752908 75.689527697363062 -0.024747862027705878 1.8032718494662634 1.0476727471998784 0.83514315230644987 -0.031760912346456935 675.87500000000011 395.75726690641176 125.02894487730286 715.32499999999993 0.26826888756692452 0.10885481735480096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 7 -1 -4 -2 10 13 12 -11 14 -10 16 -16 18 -18 20 21 -13 23 -23 25 26 -24 28 -19 -14
right_child=8 2 4 -5 -6 -7 -8 -9 9 11 -12 19 29 -15 15 -17 17 27 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024784175997100227 0.015981506241951139 0.0020679593086242675 0.015368017740547657 0.064636302620172503 -0.033536905552382056 0.04847063452936709 0.012791419526911341 -0.026813695677334354 0.027745034656254577 -0.02772353363151734 -0.058683485284564088 -0.052023955648764969 0.018916411933356098 0.022672209191239544 0.024686308213858865 -0.052164159775046376 -0.064061573181301359 0.04282541474184165 -0.010212878603488207 0.0001613310462413637 -0.059715718200260948 0.050243350519583778 -0.02224648554562306 -0.010354882504113696 0.025545489728450776 -0.044656398085062395 0.021088307415549127 -0.012511113174578065 -0.015735946218483149 -0.016525724157691001
leaf_weight=41 52 20 33 25 23 20 32 21 32 26 32 20 210 45 32 21 25 26 20 3444 22 26 49 22 25 40 36 117 20 20
leaf_count=41 52 20 33 25 23 20 32 21 32 26 32 20 210 45 32 21 25 26 20 3444 22 26 49 22 25 40 36 117 20 20
internal_value=0 0.0055468 0.0126717 0.0368282 0.00146516 0.0123442 -0.00831268 -0.00103598 -0.000273398 -0.000469513 -0.00742195 0.000183381 0.0114106 -0.00256879 -0.00644539 -0.0106373 -0.00700372 -0.0118791 -0.0401288 -0.000596797 -0.0114759 -0.00660769 -0.00202019 0.0224692 -0.00985678 -0.0169372 -0.00389293 -0.00408011 0.017364 0.0158345
internal_weight=0 215 142 45 97 74 73 54 4362 4310 370 3940 256 338 293 261 240 208 45 3684 240 218 198 48 150 125 85 163 46 230
internal_count=4577 215 142 45 97 74 73 54 4362 4310 370 3940 256 338 293 261 240 208 45 3684 240 218 198 48 150 125 85 163 46 230
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=16 17 7 16 13 5 12 20 4 29 28 11 13 4 4 12 11 28 3 5 14 12 18 12 3 12 29 26 28 13
split_gain=0.745871 3.06368 4.42891 6.0015 3.13187 3.7935 2.23975 3.2612 1.21373 6.03945 4.37207 3.24026 1.35472 3.92965 1.52234 3.07273 1.69195 2.19491 4.13384 1.66432 6.95224 5.09826 5.41153 3.05508 4.15001 2.92681 2.10319 1.87655 5.92513 5.63337
threshold=733.90000000000009 1.4693114717200915 533.61796245420976 747.10000000000014 140.07788060479669 849.6415275252109 1618.2031473774155 1.5590473619365186 1000.4566052520929 185.00000000000003 9.5000000000000018 1003.7225040176779 305.50118906064216 481.19662555605572 944.99012615636514 2093.6210130523373 795.18861981700525 3.5000000000000004 1006.0124257686366 650.19433593750011 0.0027243703566913369 1474.1137741118444 1.0727414859246889 2771.5292945398628 777.09894229403187 2158.1783164782869 50.000000000000007 1.0000000180025095e-35 11.500000000000002 63.948355551106019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 6 -6 -5 -8 11 -10 -11 12 14 -14 16 -16 19 18 -18 27 -21 26 -23 25 -25 -24 -22 28 -1 -30
right_child=1 -3 3 4 5 -7 7 -9 9 10 -12 -13 13 -15 15 -17 17 -19 -20 20 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.002798531720563617 -0.052490533160215069 0.021533638885658651 -0.047679184496934923 0.0058861411467660222 -0.0011951362281546903 0.048102641575624827 0.0011611397742577222 -0.052693099920394497 -0.00081203619076075867 0.069373021833598614 0.0068939727864095156 -0.040239414256066086 0.013140050635556691 -0.049546861033886669 -0.044718274338678886 0.0075565854492394826 0.029843042207800825 0.034671557705962301 -0.031523189986390726 -0.063291965123443372 0.006431583509865133 -0.060226796576753262 -0.0090267367523025593 0.0071099635552276264 -0.055829487182199961 0.038968121229360504 0.051237717121839527 0.0019653059609223162 -0.050983527349308139 -0.0092263572362236805
leaf_weight=610 22 36 28 48 37 27 23 22 177 24 21 20 20 20 22 23 23 33 21 21 22 20 27 22 20 24 20 2793 36 315
leaf_count=610 22 36 28 48 37 27 23 22 177 24 21 20 20 20 22 23 23 33 21 21 22 20 27 22 20 24 20 2793 36 315
internal_value=0 -0.00539117 -0.0100737 -0.00502958 0.00257671 0.0196024 -0.00913986 -0.0251676 0.000302274 0.00750448 0.0402161 -8.65617e-05 0.000109689 -0.0182034 0.00029047 -0.018 0.000495878 0.0151762 0.000554613 0.000208249 -0.00929588 -0.00198029 -0.0130371 -0.00288879 -0.0228612 0.0135591 0.0277678 0.000653834 -0.00315776 -0.0135091
internal_weight=0 243 207 185 157 64 93 45 4334 222 45 4112 4092 40 4052 45 4007 77 44 3930 176 155 113 93 42 51 42 3754 961 351
internal_count=4577 243 207 185 157 64 93 45 4334 222 45 4112 4092 40 4052 45 4007 77 44 3930 176 155 113 93 42 51 42 3754 961 351
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=17 17 9 9 21 21 16 16 29 21 29 8 3 13 16 17 27 4 24 24 21 3 9 13 17 21 17 2 6 24
split_gain=0.73721 2.7518 3.26524 7.80582 5.30184 2.71339 2.68655 5.79851 4.5488 3.31718 2.69222 2.48881 5.78666 4.61813 2.72805 2.83264 2.5115 3.46684 3.35062 3.38733 2.60808 3.18444 2.56384 1.76178 1.50472 1.67488 1.65559 3.22587 1.41134 1.23258
threshold=0.93312261576613975 0.94935201627534815 282.79398889909595 179.09363396733514 0.5951519624313979 0.57624863281655803 118.95000000000002 130.32500000000002 125.00000000000001 0.30373476027091267 200.00000000000003 1566.2507142857146 456.50148828252162 70.845521901916058 180.35000000000005 0.92908579672575642 3.5000000000000004 812.99497487437191 0.71871464954018693 0.78767166264155886 0.74262728019680646 586.49874143975933 273.95196684131116 58.644280306441551 0.95667343732974353 0.54473410367185682 0.96279419828841817 867.06188153640346 339.50747385633866 0.47594033152107679
decision_type=2 2 2 2 2 2 2 2 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 -5 -4 8 -8 -1 -9 11 13 -13 -11 -14 16 20 18 -18 -20 21 -16 -21 -3 25 -25 27 -26 -15 -28
right_child=1 23 5 4 -6 -7 7 9 -10 10 -12 12 14 28 15 -17 17 -19 19 22 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=-0.0032968681403680853 0.0077034527086652822 -0.021990741934213374 0.013884396629408003 -0.094966329112648962 -0.02215260444674641 -0.028258664372631095 -0.037951141753647888 -0.03415116936984388 0.045962205911810335 0.054493986023589971 -0.024932396473983924 -0.04805542579852045 0.033323031498326196 -0.016192800030112267 0.0024798825915370668 0.03695122891416152 0.05266450198056797 -0.0090486746838154362 -0.022242937423288825 0.047889104128504799 0.015609962151696286 -0.042218636036724655 0.003703701457586782 0.0011361493582808181 0.0092872878927136634 0.032103945362952448 -0.00080408239336091927 -0.033460788863779206 0.021374953296035532 0.0034106376444259833
leaf_weight=38 32 36 50 20 20 22 36 22 37 30 27 20 36 20 28 24 24 69 23 24 24 37 29 40 31 31 2759 41 20 927
leaf_count=38 32 36 50 20 20 22 36 22 37 30 27 20 36 20 28 24 24 69 23 24 24 37 29 40 31 31 2759 41 20 927
internal_value=0 -0.000477707 -0.014051 -0.0291093 -0.0585595 0.00100735 0.0033717 0.00068926 0.0210043 0.00373314 0.00564913 0.00767291 0.00411859 0.0248352 0.00739998 0.00409065 0.00103385 0.00819377 0.0200911 0.00980471 -0.012562 -0.0229639 0.0237122 2.79982e-05 0.000235017 0.0146573 -3.74637e-05 -0.0150554 0.00259108 0.000255887
internal_weight=0 4009 144 72 40 72 568 493 75 457 435 408 338 70 318 282 258 169 100 76 89 65 53 3865 3829 71 3758 72 40 3686
internal_count=4577 4009 144 72 40 72 568 493 75 457 435 408 338 70 318 282 258 169 100 76 89 65 53 3865 3829 71 3758 72 40 3686
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=23 22 26 24 22 22 23 0 23 24 13 13 13 13 2 24 13 24 22 4 2 17 16 13 22 14 24 26 26 22
split_gain=0.67476 2.68191 2.51577 2.79913 2.79275 2.63034 2.30576 4.72361 2.40807 5.32663 2.23676 3.20764 3.77717 3.73012 2.97173 2.46776 2.23025 3.99663 1.9999 13.186 5.60856 2.91974 1.83213 1.79544 1.98107 1.95206 2.13976 1.502 4.05715 7.0536
threshold=-0.24830455944615926 -0.074498110036860229 13.500000000000002 -0.042583768319429942 -0.116483284966207 -0.16351976930987447 -0.23372327464110576 321.16584232004379 -0.22083913392040289 -0.015916556953801831 189.38692183248773 171.91683972953652 126.93298846922335 99.982379659374232 564.43708924573787 -0.055191016492529062 305.50118906064216 0.16370402928510494 -0.17870557403223028 315.0257206561555 333.72208719686927 1.7870825887276205 935.00000000000011 84.014007490636729 -0.31706045110150777 0.26053170748947724 -0.033370625347302126 4.5000000000000009 5.5000000000000009 0.23366584847874297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 10 7 -2 9 -8 11 12 13 23 -15 -14 18 -18 19 20 21 -10 27 25 -25 26 -1 -20 29 -29
right_child=6 -3 3 -5 -6 -7 8 -9 16 -11 -12 -13 15 14 -16 -17 17 -19 22 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.042686709016561512 -0.0553181818160026 0.032847868747495373 -0.001770731770536966 -0.048430117461830381 -0.022070490832955234 0.031703349827109158 -0.0043965273098472285 0.0044939202489331365 -0.036129847752011342 0.058752912333743135 0.024384247051908614 -0.033364795714616778 0.0025389110857975627 -0.0010954532885190213 -0.044213294087638778 0.04723470722325146 -0.052804314421320511 0.0089611227903515101 -0.0015189055562689065 -0.076810945944860584 0.052612995505332952 0.013239620639011263 -0.028638888150453568 -0.00023558650813672853 0.039064017644730109 -0.0059821498323231938 -0.0011970447450876237 0.069025410525500777 0.0017073634764264254 -0.011384777184575798
leaf_weight=20 23 29 36 20 38 37 34 31 23 22 47 25 21 33 31 30 22 20 2047 25 20 25 22 23 29 125 25 24 1650 20
leaf_count=20 23 29 36 20 38 37 34 31 23 22 47 25 21 33 31 30 22 20 2047 25 20 25 22 23 29 125 25 24 1650 20
internal_value=0 0.00322249 0.0016315 -0.0184348 0.00395322 0.00617049 -0.000457484 -0.0209816 -0.000177185 0.0204122 0.00386067 0.001196 0.00375986 -0.000710786 -0.0219807 0.0288306 -0.000472979 -0.0233922 -0.00022334 -0.0147098 0.00812153 -0.0104166 0.000134682 0.00542107 0.0216815 0.00044729 0.0183068 0.000303893 0.00250653 0.0324753
internal_weight=0 569 540 56 484 446 4008 54 3954 56 409 362 337 286 64 51 3898 42 3856 93 68 48 3763 222 52 170 45 3741 1694 44
internal_count=4577 569 540 56 484 446 4008 54 3954 56 409 362 337 286 64 51 3898 42 3856 93 68 48 3763 222 52 170 45 3741 1694 44
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=15 19 19 18 16 19 27 16 17 13 1 3 26 27 13 13 22 16 1 1 19 15 13 3 17 1 9 29 3 22
split_gain=0.722526 2.95905 2.78211 3.80158 2.66008 4.20485 3.48946 2.8988 2.5938 2.33806 2.15882 4.101 3.82603 2.63538 2.11777 2.02946 3.37321 1.64313 1.50848 1.44028 3.49167 4.45185 3.85903 1.68953 6.75336 2.96036 4.70022 2.30618 3.5876 3.18044
threshold=2650.1499999999992 1.1926043729467004 1.2043434724605204 1.1604824068188644 713.75000000000011 1.1628682628994202 7.5000000000000009 585.05000000000007 1.0557931386308619 141.71554994058121 1100.5156757818756 1292.7201383532195 7.5000000000000009 6.5000000000000009 98.79255204830153 88.853937661114273 0.19858257382788527 639.20000000000016 1148.721349455011 1033.9302133468075 1.2159890249931822 2194.5999999999972 170.16963429563194 1065.5013410561471 1.0591379650076871 920.39393384728044 721.18425410723307 95.000000000000014 1136.2223134244102 0.25883120817121619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 -4 5 6 7 9 -6 -2 19 -12 13 -13 -7 -5 17 18 -17 23 21 22 -21 25 27 -1 -27 28 29 -25
right_child=1 2 3 15 8 14 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-6.3624548208742439e-05 1.6390459566581541e-05 -0.03517959426390007 0.040925239995121959 -0.018293919299553704 -0.032991685646930301 0.066735784032128084 0.034830594052736828 0.023984195903564494 0.014500225238178089 -0.041015587002038958 -0.040680140271586812 -0.014197434436890387 -0.039815520920923782 0.023525644164613408 0.021774563845247032 0.00084565945614415881 0.037572840091003028 0.017800750839523972 -0.033557476550340658 0.026742075085092118 -0.017893541641533377 0.056140934604291738 -0.027779857104732877 0.046884635396612195 -0.048236913223647412 0.058994429423050443 -0.0032734278692967364 -0.018020631966646761 -0.0064425154066277846 0.0015632092137821019
leaf_weight=3580 41 26 20 69 23 22 37 30 23 21 38 31 21 46 20 26 23 20 25 34 30 26 21 30 36 22 27 64 113 32
leaf_count=3580 41 26 20 69 23 22 37 30 23 21 38 31 21 46 20 26 23 20 25 34 30 26 21 30 36 22 27 64 113 32
internal_value=0 0.003922 -0.00457036 -0.000221503 0.0121013 0.0178437 0.00889614 -0.00153402 -0.00924573 -0.0138815 -0.000402499 -0.0127935 -0.00198027 0.00833843 0.0453257 -0.00527018 0.00428979 -0.00649204 -0.0160186 1.72201e-05 0.0112497 0.0220434 0.00592461 -0.000302145 -0.00785924 0.000270521 0.0246836 -0.00177725 0.00416319 0.0234929
internal_weight=0 426 209 183 217 171 129 92 46 62 4151 136 98 77 42 163 94 71 51 4015 111 81 55 3904 275 3629 49 239 175 62
internal_count=4577 426 209 183 217 171 129 92 46 62 4151 136 98 77 42 163 94 71 51 4015 111 81 55 3904 275 3629 49 239 175 62
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=17 16 16 8 14 17 21 14 18 25 8 8 8 22 5 17 8 21 8 14 17 4 9 22 7 22 2 2 14 14
split_gain=0.689889 2.79576 5.02433 4.39283 2.05731 2.60844 2.32237 4.45117 5.2341 3.66768 3.30182 2.99092 2.99016 2.98833 2.86155 2.60108 2.40508 2.76744 2.27477 1.40751 3.52731 3.31159 4.20837 4.74596 9.33159 8.19798 5.92992 20.7998 9.42207 10.3528
threshold=0.9221444585790467 118.95000000000002 130.32500000000002 1576.1253009147811 0.00012163304709223138 0.89375472122088617 0.57624863281655803 0.00099962939797582778 1.4021781034387619 0.75052634127197526 1793.4253300330035 1732.3809523809525 2032.8720238095241 0.20023435425172378 400.04737834132976 0.90294309262895112 1566.2507142857146 0.69353071749716455 2307.1855877616749 0.042782985796734042 1.6713919429294124 137.66339217772466 159.75355085476943 0.11675273564371126 742.22724086653773 0.1052018953467454 698.05027965753959 668.85092434256023 0.017440357257867946 0.025310281692782332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 18 7 8 13 15 11 14 -12 -6 16 -9 17 -8 -4 20 21 -2 -23 25 -25 -24 27 -26 -28 -30
right_child=19 2 4 -5 6 -7 10 9 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 26 -27 28 -29 29 -31
leaf_value=0.0043553561608238919 -0.029382221496400792 -0.036194278349113818 0.028852823041379452 0.060598102495783859 0.021273141705685044 0.047269124217817315 -0.022749976949766281 0.038244226241949952 -0.0097138767266490809 -0.033253588127122528 -0.059584697484970098 0.034227344639260658 -0.0055572848944436945 0.072297343627239261 0.022257624528612255 -0.011065470058794904 -0.033819295671817504 0.025880288650197064 -0.018841760400682691 0.0013711119703080875 0.031129488252824352 0.014458925171888301 -0.0091475505223990276 0.026052906573153081 -0.0078048666160978322 -0.062294741277582943 -0.0029354088808759117 -0.11687486095353961 0.09069304196568935 0.0021447628015472046
leaf_weight=41 46 34 20 21 22 23 25 20 24 31 20 22 21 24 27 23 38 22 20 2120 31 140 312 117 139 32 1088 20 23 31
leaf_count=41 46 34 20 21 22 23 25 20 24 31 20 22 21 24 27 23 38 22 20 2120 31 140 312 117 139 32 1088 20 23 31
internal_value=0 0.00359521 0.00064274 0.0234053 0.00392143 0.0204351 0.000660107 0.0100662 0.028143 -0.00703355 -0.00707975 0.000518217 -0.0319121 0.0478945 -0.00610322 0.0118693 -0.015112 1.31261e-05 0.00500553 -0.000419251 -0.00233717 -0.00286975 -0.00222855 -0.00355445 -0.000998223 -0.0140915 -0.00343095 -0.0215244 -0.000911819 0.0398598
internal_weight=0 478 416 62 382 63 319 144 70 74 175 134 41 46 112 43 85 47 40 4099 1979 1948 1902 1762 1418 344 1301 159 1142 54
internal_count=4577 478 416 62 382 63 319 144 70 74 175 134 41 46 112 43 85 47 40 4099 1979 1948 1902 1762 1418 344 1301 159 1142 54
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=29 24 23 2 29 23 18 18 2 11 4 26 24 26 20 25 25 24 2 13 23 18 24 14 12 12 14 20 27 12
split_gain=0.687472 2.07846 3.08415 4.30114 3.38437 2.59611 2.13032 7.44124 2.64052 2.12308 2.74418 3.10404 7.33174 3.37493 2.91933 3.53556 4.2252 2.77479 6.79106 2.54721 2.45842 2.92279 2.21753 2.03532 2.0351 2.98486 2.03198 2.94735 2.44158 1.82625
threshold=65.000000000000014 -0.055191016492529062 -0.086598490129680614 604.8878950261311 50.000000000000007 -0.065526640571120051 1.5096309085988444 1.4766545987065438 305.79141243722557 176.87889249268747 456.90319540566736 6.5000000000000009 0.41272057441494486 5.5000000000000009 3.1378160182983614 0.73814564868611743 0.20433896864477083 0.34813107903439733 917.44987185514333 85.002427184466043 0.66585869156394895 1.3323363219712288 0.26038305444664028 0.00094950416707576988 2956.4364943773048 2512.5116016213501 0.0021388774563976982 2.2973000926095954 5.5000000000000009 1522.0062181194949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 9 -8 20 11 13 -13 14 15 16 -11 19 -19 22 21 -7 -12 -22 25 -21 27 -20 -28 -2
right_child=29 2 5 4 -6 6 8 -9 -10 10 17 12 -14 -15 -16 -17 -18 18 26 24 23 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.03246992045420815 0.0034325773712609794 0.00028827254731289071 -0.03276028386477766 0.009974798001348973 0.064836545239972038 0.034072632822847247 -0.018894677162170411 -0.057870862334966661 0.017591793816730691 -0.014104090753244237 -0.049226444266736509 -0.00181577788045009 -0.075969722789401811 0.015101928187876333 -0.0014038958757116302 0.00015626944087702654 -0.070086907755051345 0.051265389676536294 -0.044738900519552684 -0.0036544649003189991 0.0026296167196158101 -0.0066165948838547428 -0.0045523095782846216 -0.030570167196648464 -0.027294522580794164 0.038402701946906752 -0.0031539563795377036 0.0021661431994289162 0.029116537424458844 -0.001292852069049619
leaf_weight=22 1440 92 29 22 23 51 25 25 96 26 25 30 24 49 82 29 28 31 21 108 153 27 20 21 27 20 64 37 37 1893
leaf_count=22 1440 92 29 22 23 51 25 25 96 26 25 30 24 49 82 29 28 31 21 108 153 27 20 21 27 20 64 37 37 1893
internal_value=0 -0.00200606 -0.00145761 0.0126803 0.0380152 -0.00324278 -0.00243216 -0.00404792 0.0100533 -0.00256927 -0.00555844 -0.0133488 -0.0347731 -0.00794268 -0.0147862 -0.0280073 -0.0431322 -0.000205055 0.00844903 -0.00842644 0.00523577 0.0199879 -0.0293713 -0.00137725 -0.00234568 0.00291697 0.000101189 -0.0148167 0.00866791 0.000748738
internal_weight=0 1244 1222 137 45 1085 1056 935 121 910 658 268 54 214 165 83 54 390 190 200 252 78 45 174 155 128 159 58 101 3333
internal_count=4577 1244 1222 137 45 1085 1056 935 121 910 658 268 54 214 165 83 54 390 190 200 252 78 45 174 155 128 159 58 101 3333
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=28 16 13 24 20 18 16 0 16 18 7 7 7 19 16 11 16 13 7 29 6 1 2 1 0 20 24 18 2 3
split_gain=0.908882 3.40226 8.00301 4.71084 7.03854 11.697 9.08935 7.12322 4.46382 3.98459 3.78725 3.78557 3.67713 3.57111 3.40976 4.93213 2.59112 5.75647 4.70349 4.37642 4.03506 3.89549 3.45473 3.43459 2.55906 7.5506 14.1559 11.0266 4.65075 4.94921
threshold=2.5000000000000004 130.32500000000002 75.997462961364548 0.5019188370403157 2.6412633408657658 1.3721355850389132 390.05000000000007 411.095918367347 228.32500000000002 1.4990537566833195 1882.8873974586425 1967.2602347830109 254.6012469546628 1.1628682628994202 502.90000000000003 117.77083333333336 128.67500000000004 107.99663236669785 1347.2546759518243 65.000000000000014 178.44999082063524 289.57793197591474 544.33110220803667 252.3325259283358 200.9672947031639 3.5873751849929372 0.38266329224266876 1.3740067111132401 332.57232217438394 465.73307957529505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 6 7 8 -6 -1 13 -12 -7 -5 -13 -16 17 18 19 -2 -21 -22 23 -19 25 26 -18 -28 -27 -30
right_child=16 3 -4 10 5 12 -8 -9 -10 -11 11 14 -14 -15 15 -17 24 22 -20 20 21 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.071426026547948523 -0.0086139642753793547 0.0011046148754587759 0.0074506718630217156 0.052476885422102874 -0.080732196282595398 -0.023474269373608487 -0.10028025546799535 0.012627709932901241 -0.018970245698636229 -0.014631484759350619 -0.042000355110503734 0.036302494744841866 0.021182336705775621 0.013675529874589221 0.02229909899716194 -0.039908793171867733 -0.0033240069532656071 -0.0080611852323636407 0.059022931983837713 0.010396678710122051 0.079434435224781441 0.021527086155345806 -0.037996398098766808 0.038270404748618606 0.00077139462278372423 0.05694338308404321 -0.020069902401883156 -0.10904474630951883 -0.031912976266308263 0.035957520632516775
leaf_weight=30 60 523 53 31 25 28 23 27 22 21 20 26 54 101 26 25 168 80 26 79 21 26 29 20 2911 23 30 26 22 21
leaf_count=30 60 523 53 31 25 28 23 27 22 21 20 26 54 101 26 25 168 80 26 79 21 26 29 20 2911 23 30 26 22 21
internal_value=0 -0.00260686 -0.0197611 -0.000690592 -0.00475337 -0.0218692 -0.0453727 -0.0283068 -0.0518223 -0.04804 0.0117639 -0.00323799 0.00593374 0.022788 0.00683015 -0.00819497 0.000761744 0.00904851 0.0191836 0.0136147 0.0241997 0.0474006 -0.00760761 0.00120513 -0.000121038 -0.00907922 -0.0178379 -0.0613797 0.0206473 0.00123308
internal_weight=0 1035 104 931 702 179 97 74 47 51 229 97 82 132 77 51 3542 341 212 186 126 47 129 100 3201 290 224 56 66 43
internal_count=4577 1035 104 931 702 179 97 74 47 51 229 97 82 132 77 51 3542 341 212 186 126 47 129 100 3201 290 224 56 66 43
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=28 16 27 16 10 16 16 22 0 12 23 23 27 7 27 25 15 29 12 18 23 28 10 10 22 26 23 12 16 7
split_gain=0.736194 2.75583 4.2981 3.95301 3.92953 3.19986 4.87104 3.52452 2.98047 5.09735 3.33842 5.61388 3.29195 3.6812 2.83256 8.72556 9.04749 3.11054 5.81262 3.71671 6.37092 5.43897 5.09151 5.00807 3.9298 3.48007 2.88654 2.27206 2.09881 3.52552
threshold=2.5000000000000004 130.32500000000002 7.5000000000000009 141.95000000000002 146.11756511205331 161.45000000000002 149.15000000000003 0.37096724554293503 259.84835577266773 2117.5295274200839 -0.32575161888957543 -0.28857510291059729 9.5000000000000018 209.32934116306484 5.5000000000000009 0.3852638897048633 2499.25 125.00000000000001 3971.0932768285734 1.2227545671329951 -0.20822130113646384 1.5000000000000002 407.21490214136583 134.00870646766171 -0.091428406911706991 5.5000000000000009 -0.094222634800164309 1458.6331379266182 128.67500000000004 1347.2546759518243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -5 8 9 -7 -10 -12 13 -13 15 27 -17 18 26 21 -21 22 23 -19 -22 -26 -16 -15 29 -2
right_child=28 3 4 5 -6 7 -8 -9 10 -11 11 12 -14 14 17 16 -18 19 -20 20 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033417750597000122 0.0044370124176874807 0.035088554828738176 -0.059713938122149562 0.0052453866515022058 -0.0048128834883259105 0.0018442871639397743 -0.055397534246246022 0.035928757431415409 0.022893555152641479 0.049356881274584812 -0.058036174029111869 -0.038648470022060261 -0.035991185998183586 0.028955100869966877 0.049323445977643134 -0.10004111822694539 -0.0049228095635771756 -0.018725891745296017 -0.02630607652905825 0.025270176443271342 -0.070920093022286898 0.044047201322070489 -0.046184464398285621 0.041714971598524317 0.0063686367057796045 -0.040358695755335128 0.012462138886236259 -0.0085884718969464306 -0.0001089343556264238 0.036036154106259342
leaf_weight=50 301 30 32 26 22 102 27 26 43 29 20 27 31 27 24 20 20 29 37 25 20 29 23 26 28 37 185 40 3201 40
leaf_count=50 301 30 32 26 22 102 27 26 43 29 20 27 31 27 24 20 20 29 37 25 20 29 23 26 28 37 185 40 3201 40
internal_value=0 -0.00234617 -0.017785 -0.000621533 -0.0373468 -0.00181055 -0.0256482 -0.000320696 -0.00146727 0.0123623 -0.0040891 -0.00587961 -0.00421857 -0.00256874 -0.0008597 -0.0155236 -0.052482 0.00252916 0.0102274 -0.00619785 -0.0191054 0.00707163 -0.0066757 0.00984615 -0.0321571 -0.02023 0.016695 0.00654103 0.00068557 0.00814366
internal_weight=0 1035 104 931 54 901 53 848 822 131 691 648 628 597 570 107 40 463 246 217 110 107 78 55 85 65 209 67 3542 341
internal_count=4577 1035 104 931 54 901 53 848 822 131 691 648 628 597 570 107 40 463 246 217 110 107 78 55 85 65 209 67 3542 341
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=11 8 18 18 11 3 13 1 1 13 12 12 14 3 15 1 3 20 13 20 13 5 3 7 29 8 14 18 23 15
split_gain=0.806522 2.5274 3.02761 3.11035 1.64777 1.96334 0.930674 3.54802 11.1712 5.85599 4.53017 3.9987 5.90523 4.47225 3.67794 3.58479 3.10305 3.1011 3.04018 5.75662 2.79213 2.57012 2.48155 5.13644 2.17576 8.08363 4.21731 4.15056 3.86298 4.72175
threshold=1089.7557575757578 1462.2749798007005 1.1147389877296519 1.2074469126097493 1003.7225040176779 1108.9345632258307 153.80441348763694 610.32711208732815 584.84123459687646 157.6749355577262 921.75178100904009 2587.123884802993 0.056389590295561932 753.22714222835145 1512.95 792.64100879770319 1050.0139366741464 2.0099676886931381 147.37202741427072 1.9594124268815991 204.18460069181586 576.27799503298991 661.38794705428188 764.97195412764665 200.00000000000003 598.07527657527669 0.39489955464468179 1.0867566020352544 -0.17294465883016946 669.50000000000011
decision_type=2 2 2 2 2 2 2 2 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 6 -6 18 8 9 -8 -9 12 17 20 -15 -16 -17 -12 -1 -20 -13 -19 23 24 28 26 -26 -28 29 -11
right_child=1 2 3 -5 5 -7 7 10 -10 22 11 13 -14 14 15 16 -18 21 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00032004529793515894 0.037170997277523085 0.031333883692111285 -0.043141040951013565 0.0077702101186982219 0.0017144579529052692 -0.041527288442566285 -0.048090765625238424 0.050906690862029792 -0.0812193351611495 -0.046642380952835086 0.03461208633768062 0.062808700663630257 -0.04818551518538064 0.032070646767490822 -0.036608297570741605 0.026222459534899545 -0.0084755046219613991 0.0046229266888347638 0.049463757626815805 -0.006339105458832101 0.016530278383288532 -0.030789822322549301 0.023465762079200328 -0.04455912277878573 0.012519682172037985 -0.053246329407043318 -0.0021825452789198609 -0.043890719784095006 0.016284508258104326 0.0086624442648730784
leaf_weight=3404 24 21 21 28 21 21 30 20 20 26 21 22 33 34 28 39 76 57 36 38 32 32 34 30 115 34 80 34 128 38
leaf_count=3404 24 21 21 28 21 21 30 20 20 26 21 22 33 34 28 39 76 57 36 38 32 32 34 30 115 34 80 34 128 38
internal_value=0 0.00916723 -0.000434063 -0.0140489 -0.000192219 -0.0199064 -5.77575e-06 -0.0027569 -0.00780784 -0.00513347 0.00453748 0.00205784 -0.0110842 0.0101934 0.00250795 -0.00452094 0.00329163 4.62393e-05 0.000755964 0.0208082 0.0353845 -0.00810975 -0.00265038 -0.00448121 -0.00183871 -0.00774715 -0.000991811 -0.0146218 0.00625463 -0.0138051
internal_weight=0 94 70 49 4483 42 4441 963 569 549 394 374 143 231 177 143 115 110 3478 74 54 89 519 485 455 263 229 114 192 64
internal_count=4577 94 70 49 4483 42 4441 963 569 549 394 374 143 231 177 143 115 110 3478 74 54 89 519 485 455 263 229 114 192 64
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=20 23 20 3 3 23 14 18 18 28 21 21 8 8 20 18 15 8 28 22 8 8 17 10 15 3 22 14 15 10
split_gain=0.700169 1.188 1.078 3.15008 1.99738 1.28609 1.18424 2.36485 2.80322 9.04467 7.21869 2.12307 2.09112 10.6521 4.83294 6.34412 3.50696 2.60351 7.27926 6.09141 6.54043 5.68279 6.71994 6.30731 6.98376 6.13597 9.06643 5.70204 5.61149 4.36942
threshold=5.7113049819841244 -0.4930622341871887 4.7333323656917736 294.01619296347286 378.43314968694375 -0.44445939053531186 0.4060108305024312 1.0099967541016865 1.0476727471998784 15.500000000000002 0.56115133855504817 0.58471927419700742 803.2496061917949 840.29891507669288 3.9256401687853946 1.3570058244343033 1198.3000000000004 633.43961675579328 17.500000000000004 0.096618012538730702 699.77060158547511 546.19076625053822 1.2392821955435012 184.74481411271617 926.50000000000011 437.61248346497786 -0.098393460747691397 0.19603993773501752 906.09999999999957 139.43910256410257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 11 9 10 -9 -7 14 16 17 -16 -14 21 19 20 28 23 -23 25 -25 -10 29 -26 -19 -27
right_child=-2 2 3 4 -6 6 -8 8 12 -11 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.019005185512430741 -0.01522694243118167 -0.019335954913071225 0.042692711139502737 -0.024718967634676535 0.014180504422719507 0.0033033679568153975 0.004597562004152375 -0.091234237598255274 -0.0019136176855924229 0.033136505314282014 -0.011323260401303952 0.042149789771065121 0.059382346512866203 0.00011465759884667048 -0.059123754237911531 -0.0058710266745859579 0.012738891911727411 -0.025013984615604085 0.021777022010819228 0.008182257539110966 -0.013157784493397114 -0.0061331751547430632 0.035795644391066493 -0.0070861366792491429 -0.084247505758423366 -0.01081557171419263 0.083306802738280533 -0.019583020036419235 -0.086177652999758728 0.040891271693488732
leaf_weight=33 30 35 23 22 33 34 480 20 705 21 26 24 40 2217 35 62 27 30 54 58 92 67 89 144 25 44 21 30 30 26
leaf_count=33 30 35 23 22 33 34 480 20 705 21 26 24 40 2217 35 62 27 30 54 58 92 67 89 144 25 44 21 30 30 26
internal_value=0 0.000100464 -3.7741e-05 0.0116163 -0.00137928 -0.000242659 -9.08148e-05 -0.000664755 -0.000965678 -0.0212421 -0.0460672 0.0193777 -0.000607796 0.00130186 -0.00349248 -0.0250859 0.0405857 -0.00201222 -0.0109687 -0.019389 -0.0299096 4.20834e-05 0.0177878 -0.00274015 -0.0186637 0.00124074 0.0256784 -0.048976 -0.0555958 0.00838983
internal_weight=0 4547 4514 78 55 4436 4401 3921 3863 67 46 58 3796 2284 1512 97 67 1415 264 210 152 1151 156 995 199 796 91 55 60 70
internal_count=4577 4547 4514 78 55 4436 4401 3921 3863 67 46 58 3796 2284 1512 97 67 1415 264 210 152 1151 156 995 199 796 91 55 60 70
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=19 28 20 12 10 19 6 13 29 12 1 12 28 1 20 1 0 22 12 12 21 19 16 10 11 1 14 28 26 19
split_gain=0.702361 2.29433 1.44782 1.51357 12.7848 1.49079 2.70204 1.44394 5.38698 1.42364 9.17823 5.99148 2.49764 1.83494 1.52969 1.8292 2.69292 2.61715 2.35312 1.41581 1.33339 4.65829 5.41082 4.32538 5.15916 4.99419 4.09349 4.01657 3.36155 3.35622
threshold=2.2243398023378238 11.500000000000002 5.7113049819841244 357.5945367672154 229.97315599327672 1.385316649223385 96.927062473616687 58.644280306441551 75.500000000000014 505.63648068749552 429.26023193594932 522.02856705802503 22.500000000000004 117.2628384871261 4.0616150887290781 315.83582721228652 138.52432567432569 -0.2296811177231847 421.21108490566047 307.00034436897357 0.67309373103053816 0.944908496412596 363.95000000000005 161.9356514845777 204.04744661095637 487.77507357942198 0.28259842813238484 3.5000000000000004 2.5000000000000004 1.0039531824959924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -5 10 12 -11 14 -13 15 16 17 -9 -17 -7 21 22 23 24 26 -25 28 -24 -15 -23
right_child=1 -3 -4 7 -6 19 -8 9 -10 11 -12 13 -14 20 -16 18 -18 -19 -20 -21 -22 29 27 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0084420799947110946 -0.0073425315801174413 0.032938268902496647 -0.026335196232511883 -0.054640105854542487 -0.084316095672547831 0.031004914703468486 -0.03594525092436622 -0.01934381765978677 0.014062282294034958 -0.041093403718301232 0.055272651926747386 0.023592650695868276 -0.031618716130438061 0.053678230444590247 0.029527362212538724 -0.0096437988616526124 -0.030126488126282183 0.028542695904150608 0.036375850632786748 0.0012579936217662182 -0.0015949337043164532 -0.015657572652543746 0.014911079891026019 0.052999350810913663 -0.040062267089198383 0.0037644061156445079 -0.014294854621878085 0.076830402897162878 0.0058738135732710368 0.0013937651094039184
leaf_weight=32 31 26 21 21 20 24 24 21 25 35 35 34 23 24 20 20 35 25 25 48 1972 124 20 38 29 45 49 22 38 1671
leaf_count=32 31 26 21 21 20 24 24 21 25 35 35 34 23 24 20 20 35 25 25 48 1972 124 20 38 29 45 49 22 38 1671
internal_value=0 0.0110312 -0.00013911 -1.68344e-05 -0.00996189 0.00165595 -0.0105811 0.000321448 -0.0173019 0.000509758 0.00866324 0.000104171 -0.000989602 0.000458799 0.00383553 -0.000242536 -0.00922321 0.00668146 0.0159227 0.0111736 0.000263722 0.00204298 0.0144192 0.00821795 -0.00250551 0.0263057 0.00730662 0.047345 0.0243787 0.000215845
internal_weight=0 57 4520 4499 148 128 56 4351 46 4305 204 4101 169 4066 146 126 81 46 45 72 4032 2060 265 223 140 83 111 42 62 1795
internal_count=4577 57 4520 4499 148 128 56 4351 46 4305 204 4101 169 4066 146 126 81 46 45 72 4032 2060 265 223 140 83 111 42 62 1795
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=0 0 0 22 5 18 22 9 16 5 5 4 18 18 0 21 1 29 9 4 21 16 29 21 21 13 5 22 15 15
split_gain=0.668082 3.22632 7.24304 7.1885 6.68658 5.11961 4.80433 4.72362 4.34979 6.17048 4.2947 17.0515 3.8465 9.99906 3.37733 7.12769 5.0083 5.4742 3.17436 3.35306 3.10756 7.51432 9.07374 4.13493 4.76015 2.86796 6.57012 2.75741 8.41805 2.71474
threshold=652.61556155354162 523.67413702175884 492.49508196721314 0.26701403791955725 410.20132051219872 1.2587046299697515 0.31151462727911589 177.34653960268321 689.17500000000007 514.69394544244858 537.34684135573832 625.09883720930236 1.0184141531942534 1.1291730134063254 473.94547207217045 0.51328884260239083 498.95118694018146 85.000000000000014 552.14802112486063 816.21298211910755 0.30766953741843411 276.50000000000006 85.000000000000014 0.39644371186332689 0.44137042750736966 163.69081163849944 397.96072988804917 0.18455551973961162 1079.5499999999995 2923.9999999999959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 7 8 -4 10 -10 12 -12 -3 -14 -1 -16 -17 -18 27 -20 21 -2 -23 -22 25 26 -25 28 -13 -15
right_child=20 6 3 -5 -6 -7 -8 -9 9 -11 11 18 13 29 15 16 17 -19 19 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00020991207973987703 0.012065075745340437 -0.03120421006415899 -0.017479070665484125 0.06872256627449623 0.032367690349044874 -0.037288781449730905 -0.047821278178266119 0.049669362679123884 -0.069792802080822489 -0.0072432692972538267 -0.10106219068169593 0.0077359864344963662 0.077106613889336595 0.0070989214519245752 -0.055642897756222422 -0.043971667371012949 -0.016272774298448821 0.038895785191229409 0.033603198517646114 -0.0058528455257016634 0.023849533139825022 -0.09475510120391846 -0.0026574755492417713 0.0020573728810995818 0.0044991184873994739 -3.0014909465204587e-05 -0.07713526114821434 0.0057147665850577822 -0.073534727811813347 -0.027636520963162183
leaf_weight=2760 48 26 22 26 79 35 28 20 24 46 20 26 20 225 34 22 37 35 35 56 96 20 23 20 658 33 22 31 25 25
leaf_count=2760 48 26 22 26 79 35 28 20 24 46 20 26 20 225 34 22 37 35 35 56 96 20 23 20 658 33 22 31 25 25
internal_value=0 -0.000605976 0.00069282 0.0200416 0.0119281 -0.00904233 -0.00739866 0.0144964 -0.00537391 -0.0286888 -0.0020364 -0.0136423 0.00553097 0.00906843 -0.00052653 -0.0164061 -0.00221401 0.0105453 -0.00353597 0.00932256 0.00240876 -0.015133 -0.0454936 0.00433433 0.00177845 -0.0220909 -0.0394245 -0.0178058 -0.0321026 0.00362538
internal_weight=0 3657 3070 182 156 77 587 42 559 70 489 193 296 270 2888 128 94 72 173 91 920 91 43 829 733 75 42 82 51 250
internal_count=4577 3657 3070 182 156 77 587 42 559 70 489 193 296 270 2888 128 94 72 173 91 920 91 43 829 733 75 42 82 51 250
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=9 8 10 17 16 15 3 22 22 19 15 15 20 8 17 17 13 13 14 8 8 15 6 8 19 8 19 20 3 13
split_gain=0.648163 5.73753 4.54809 2.41275 2.17013 4.21766 3.11875 2.12461 2.91788 1.77966 1.72639 4.55329 3.72754 4.31222 4.17221 3.98688 2.50205 3.53791 3.23787 2.3976 2.58348 2.45799 2.20876 5.84511 11.3231 3.55024 2.91987 2.33507 2.13157 2.17029
threshold=86.952135540343889 237.90678814577498 55.236369364205267 2.1470623045628705 353.25000000000006 445.00000000000006 319.20634135140421 -0.18995251770814334 -0.35454665542784253 1.3596460024664261 539.62500000000011 526.12500000000011 1.8013157030589244 605.7025217240905 1.6624017325826079 1.514497587153653 120.91407205463769 95.993529794701175 0.20973896238222206 355.28071437535863 261.98001772290962 434.50000000000006 133.66139711968222 1508.8745098039219 1.1133409278315656 2088.2061224489803 1.763229901129048 4.2545479949373073 216.49411556100446 62.991789868458007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 7 -6 8 -1 -10 11 12 13 14 15 16 17 19 -18 20 -4 -22 23 24 27 26 -25 -12 -24 -30
right_child=2 -3 3 -5 6 -7 -8 -9 9 -11 22 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 28 25 -26 -27 -28 -29 29 -31
leaf_value=-0.020043001091107727 -0.0467728428542614 0.042539689373224977 0.0090924112924507684 -0.03173430922130744 0.039810043325026828 -0.048646563654765489 -0.00097392842546105386 -0.0090424073187816405 0.035217523884861483 0.0044064772994937126 0.018367753311991693 0.039997390367918551 0.01702206980580321 -0.043052953928709031 -0.036874726903193669 0.04325341060757637 0.015223966700875242 0.038964357484003592 -0.03072880574896851 0.02379013675249993 -0.04921677950769663 -0.0019458811899477789 0.024790430600029036 0.054357528304681185 -0.082938573775546892 -0.012811297183970408 0.00032172985374927525 -0.026864585120763097 -0.011710192361175552 0.00017588937190271623
leaf_weight=24 21 35 42 24 30 20 50 133 38 37 25 36 130 25 27 24 23 29 46 31 22 22 34 20 28 49 20 21 161 3350
leaf_count=24 21 35 42 24 30 20 50 133 38 37 25 36 130 25 27 24 23 29 46 31 22 22 34 20 28 49 20 21 161 3350
internal_value=0 0.00403051 -0.000351353 -0.000118636 -2.91959e-05 -0.00458452 0.0143201 -0.000786063 0.0103058 0.0200174 6.35431e-05 0.00586281 0.00294394 -0.00334526 0.000386668 0.00459611 0.000280881 0.00769701 -0.0154112 -5.30173e-05 -0.00864764 -0.0255813 -0.0006512 -0.0120332 -0.0328006 0.00523406 0.0273396 -0.00228179 -0.000127852 -0.000369157
internal_weight=0 367 4210 4189 332 252 80 232 99 75 4165 457 421 291 266 239 215 146 69 117 86 44 3708 163 74 89 40 46 3545 3511
internal_count=4577 367 4210 4189 332 252 80 232 99 75 4165 457 421 291 266 239 215 146 69 117 86 44 3708 163 74 89 40 46 3545 3511
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=0 0 26 4 17 0 17 15 22 21 21 7 7 17 21 3 25 0 4 8 15 0 4 8 7 2 22 6 0 0
split_gain=0.65722 3.08015 4.57057 5.42578 2.73288 2.33123 4.86967 3.55043 2.12752 2.12153 3.85007 2.24999 4.92073 2.81496 4.74489 2.91941 2.67467 1.78954 5.08959 5.22592 2.94227 2.3769 5.22649 4.56641 4.92454 5.50191 6.90399 2.20803 2.1741 5.83158
threshold=912.26503759398508 836.91666666666686 3.5000000000000004 830.61524600752853 1.1270784801305658 795.23896103896118 0.96649459622109346 2045.3500000000001 0.20334135018570165 0.72785611427731178 0.56115133855504817 2064.6260213609257 2315.805367550292 1.0695914332686964 0.44137042750736966 1669.0898806438156 0.078815082698742336 761.86647727272737 558.99791409359148 1162.577112135177 2549.9499999999989 684.57065217391312 295.30357195440291 813.45582029397826 891.9496680384774 1056.9666961316791 0.21124500136581773 820.54102253636927 523.67413702175884 492.49508196721314
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 9 17 -7 -8 -3 10 11 16 -13 14 15 -14 -2 21 -19 -20 -21 28 -23 -24 -25 -26 27 -27 29 -1
right_child=4 2 3 -5 -6 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 18 19 20 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00047335579746537922 -0.005490579642355442 0.020112254933036609 -0.080248797666281457 -0.0097248009017979111 0.034926732332894096 -0.012733027855200427 0.060729330943690409 0.0089555582461448829 -0.018192505759411847 -0.028976613105762574 0.036436020838300463 -0.0442508035206369 0.015719040098690219 -0.025793944247837725 0.037097195172921205 -0.026146164725327659 0.046226610699668526 -0.041725944976011918 -0.038281275971094153 0.048077603866872584 -0.0036943120261033382 0.040880837107331237 0.036131496869904155 -0.042326511969856387 0.029290097439661624 0.034402928411960604 -0.042894203848659232 -0.010175405073678121 -0.005595045575199761 0.017982245836877724
leaf_weight=2888 20 29 20 24 27 35 27 26 29 21 32 28 31 29 39 36 20 39 20 23 21 44 34 28 52 25 39 20 689 182
leaf_count=2888 20 29 20 24 27 35 27 26 29 21 32 28 31 29 39 36 20 39 20 23 21 44 34 28 52 25 39 20 689 182
internal_value=0 -0.000307629 -0.0174774 -0.0417812 0.0046677 0.000110148 0.0162146 0.0353309 0.000959875 0.00147631 0.00419764 -0.000884273 -0.00609956 0.00181329 0.00936622 -0.0067757 0.020368 -0.000235171 -0.0132498 0.00410279 0.0233683 9.98731e-05 0.00970604 0.00277831 -0.00413638 0.0037263 -0.0120989 0.0145903 -0.000518561 0.000620755
internal_weight=0 4294 102 44 283 4192 88 53 58 256 235 203 163 135 106 67 40 4104 103 64 44 4001 242 198 164 136 84 45 3759 3070
internal_count=4577 4294 102 44 283 4192 88 53 58 256 235 203 163 135 106 67 40 4104 103 64 44 4001 242 198 164 136 84 45 3759 3070
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=18 18 12 18 4 3 12 21 12 6 11 21 26 18 18 28 12 18 3 9 4 2 29 24 24 10 26 11 12 21
split_gain=0.634648 5.40741 5.76148 3.52273 7.81746 5.72123 8.28795 6.41874 4.07189 2.74789 3.51601 3.11304 3.5067 2.60709 1.99155 10.8196 1.96506 4.6925 3.64361 3.26083 3.23445 3.52657 2.80095 2.12002 3.99612 1.914 2.05777 2.58834 4.94692 2.54017
threshold=1.1291730134063254 1.1345447108836375 2301.0393209222752 1.1147389877296519 280.83174563293022 634.84633143361566 2771.5292945398628 0.44137042750736966 3876.6830429518363 807.73339606956131 654.41093259828551 0.61475455451359873 23.500000000000004 1.0801053102231126 1.1401400444688281 3.5000000000000004 3608.4835951668788 1.1443031904918752 1233.7170968484013 195.78634419874348 525.43937052438412 890.62609716742043 200.00000000000003 -0.031801557733546391 0.42890703783638656 418.03187452326478 18.500000000000004 189.59487146090331 1365.5286470143615 0.31250805470433834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -5 -6 7 -7 9 10 25 12 -11 -12 15 -3 17 18 -16 22 -21 -22 23 -18 -25 26 27 -1 -29 -30
right_child=1 14 -4 4 5 6 -8 -9 -10 11 13 -13 -14 -15 16 -17 19 -19 -20 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0014929171507521233 0.071320917796004898 -0.062242962469657263 0.0052546086128462451 0.032285831853747365 -0.070602871964757272 -0.032281244708144148 -0.063425233751535415 0.039015038710619725 0.027477037877428768 0.053765335775512672 -0.04680638259742409 -0.011178260783975325 0.0037175297204937252 -0.0041748723516670553 0.060985031499243947 0.016386746118466061 -0.0061308677379901602 0.00059452724517076972 0.0026241926185321066 0.026374473087489605 -0.039265070457011469 0.0083874714373406486 0.0053120093720574538 -0.072875203305612438 -0.019217066722256797 0.023231715400671139 0.021295304060913622 -0.058406807600774546 -0.037419126123189927 -0.0028870188973895792
leaf_weight=263 22 30 33 25 26 23 25 28 51 28 32 30 28 26 23 42 26 3349 20 40 25 41 31 23 35 29 32 22 25 144
leaf_count=263 22 30 33 25 26 23 25 28 51 28 32 30 28 26 23 42 26 3349 20 40 25 41 31 23 35 29 32 22 25 144
internal_value=0 0.000557061 0.0316811 -0.00248914 -0.0178284 -0.0301113 -0.0162589 0.00686181 0.000254646 -0.00185209 -0.00435376 0.014816 0.0287414 -0.0276957 9.25229e-05 -0.0163756 0.000420701 0.00101598 0.0338405 -0.00871592 0.00393621 -0.00966273 -0.0203779 -0.0298587 -0.0404953 -0.00172496 -0.00321414 -0.00494168 -0.0138019 -0.00799532
internal_weight=0 3740 55 837 127 102 76 51 710 659 573 86 56 58 3685 72 3613 3392 43 221 106 66 115 84 58 515 486 454 191 169
internal_count=4577 3740 55 837 127 102 76 51 710 659 573 86 56 58 3685 72 3613 3392 43 221 106 66 115 84 58 515 486 454 191 169
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=13 13 13 22 28 9 3 14 11 18 18 22 24 23 18 14 24 0 16 28 18 22 22 14 9 18 7 23 24 9
split_gain=0.607311 3.70543 3.22754 3.81058 3.71354 5.23694 9.52519 4.05903 5.59127 3.18581 7.781 4.26126 6.30472 5.69061 5.33869 4.90226 5.61173 4.1947 6.46234 8.51854 3.96254 3.611 7.38973 3.89906 7.08792 5.3548 3.3937 3.41212 6.64459 4.949
threshold=104.36388008587203 102.92732623865352 113.50745573390226 0.39368868153766406 24.500000000000004 148.38657565793119 247.37699734202531 0.028347668437867051 277.02356951994847 1.4339710374123016 1.4472260246026314 0.036664928844874357 -0.010127222418597726 0.034495257311090453 1.3788370679415762 0.11090457021075066 0.065480679200451877 310.37436061381078 188.85000000000002 4.5000000000000009 1.2495989888294614 0.20023435425172378 0.11084853431909221 0.3001732596138475 204.29016874541455 1.57389771449071 502.62304077492246 0.14065638555389395 0.19175633676721116 333.41492436385499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 6 -2 -7 -9 11 -11 13 -13 14 15 -4 -17 -14 19 -19 -15 22 23 24 -12 -25 -20 29 -29 -28
right_child=2 -3 3 -5 -6 7 -8 8 -10 10 21 12 17 20 -16 16 -18 18 26 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.00051723283807132963 0.021006658582976373 -0.028295471211325154 -0.017757090679203561 0.039312144244710606 0.049766530841588975 0.0018820388881086382 -0.055563861713744701 0.070481782091351655 0.015846546266728375 -0.068997283443985952 0.02062119989604172 -0.046724938522234111 0.017954851539663808 0.052509852134904202 0.033389109363114199 0.0028925443569471332 0.050653955770226626 -0.00071737682446837425 -0.03162491942781049 -0.087928846571594485 -0.00048492732402380737 0.016556962690593906 -0.057791553099329276 -0.068516346290707589 -0.024944778839972887 0.0046601673960685727 0.061942873857915408 -0.058448828818897403 -0.0010477152535706524 0.0043814622820749624
leaf_weight=2403 33 49 112 24 23 97 32 26 67 21 90 33 92 43 56 457 26 24 37 21 21 57 30 20 55 20 20 21 508 59
leaf_count=2403 33 49 112 24 23 97 32 26 67 21 90 33 92 43 56 457 26 24 37 21 21 57 30 20 55 20 20 21 508 59
internal_value=0 -0.00107234 0.00123736 -0.000274618 0.0112828 0.00781168 -0.0166896 0.0161937 0.0311209 -0.000795783 -0.0103485 0.0010336 -0.00390948 0.00666802 0.0038708 0.00109261 0.00546355 -0.00210268 -0.00477702 -0.0414161 0.0351209 -0.00582051 -0.0117531 -0.00428745 0.00333755 -0.0319281 -0.00222081 -0.000431416 -0.0033264 0.018954
internal_weight=0 2452 2125 1847 278 255 65 190 93 1823 293 1530 815 715 651 595 483 782 690 45 64 272 215 185 145 40 645 608 529 79
internal_count=4577 2452 2125 1847 278 255 65 190 93 1823 293 1530 815 715 651 595 483 782 690 45 64 272 215 185 145 40 645 608 529 79
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=20 20 22 25 25 14 22 22 22 26 17 15 10 17 14 17 3 12 12 14 14 22 5 20 28 14 17 17 17 26
split_gain=0.6893 3.61989 3.6207 3.53967 3.75151 6.43418 3.81483 4.60488 3.56183 4.29525 3.39972 4.46755 7.59754 4.16049 3.77803 3.7783 8.11919 3.36303 3.69656 3.58523 4.26666 2.88045 2.52982 6.55394 2.36355 2.23899 2.10818 3.46543 3.34973 2.78115
threshold=1.7491279351508149 1.7307087498391271 0.030291182847133467 0.048328576276151926 0.028077679766728165 0.19098283514575251 -0.40996307190214526 -0.32739608096016609 -0.010471736572872608 9.5000000000000018 1.0493723202106398 983.09999999999957 174.78735649697254 1.1087656561846142 0.07275865432501917 2.0673167387290676 296.10940667734582 742.45301202252949 1799.1190476190479 0.20800893886966557 0.62330755502676982 -0.27624538949839089 240.4877998554617 1.6156384626578695 12.500000000000002 0.36639755148079139 1.4189263701307735 1.2369106293108441 1.2612237192825746 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 17 24 -4 12 14 -13 -12 16 -16 25 19 -19 22 -20 -21 -24 -10 -9 27 -2 -29 -28
right_child=26 -3 10 -5 5 -7 7 8 9 -11 11 13 -14 -15 15 -17 -18 18 21 20 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.033959245964370929 0.00041041575333413977 -0.032453063673854463 -0.049952962994575502 0.025587377642634614 0.012036144547164441 -0.062114356875419621 0.043554968649038565 0.044299047053433384 0.020464031004600907 0.057572599532811547 0.02536975257098675 -0.0040544847940217777 -0.072045137571251916 0.048540008387395313 -0.069398283206954084 0.012835269529993336 0.013422697372734547 0.013067707916100822 -0.031901928022503849 -0.065101904364732607 0.0019939651195373799 0.002963909865274927 -0.060054600361734635 0.016747392332181334 -0.020311826148203441 0.0019426664803177118 0.0061069511186453897 0.032721342072533126 0.0066745676428811756 -0.0098066383600925316
leaf_weight=29 2490 38 22 58 22 25 27 26 44 23 25 53 23 21 29 24 20 30 25 26 36 454 25 20 21 24 156 58 332 371
leaf_count=29 2490 38 22 58 22 25 27 26 44 23 25 53 23 21 29 24 20 30 25 26 36 454 25 20 21 24 156 58 332 371
internal_value=0 -0.00209415 -0.00107503 0.00167915 6.10904e-05 -0.0274056 0.00165484 0.00297726 0.00152421 0.0204323 -0.0126883 -0.00848406 -0.020321 0.010871 -0.00818169 -0.0196719 -0.0355938 -0.000974154 -0.00299868 -0.0174836 -0.0260494 0.00114419 -0.0402685 -0.0259204 0.00729029 0.023968 0.000719152 0.00178324 0.0105482 -0.00509597
internal_weight=0 1170 1132 915 857 47 810 781 754 88 217 195 121 74 98 73 49 666 616 137 107 479 71 45 65 50 3407 2880 390 527
internal_count=4577 1170 1132 915 857 47 810 781 754 88 217 195 121 74 98 73 49 666 616 137 107 479 71 45 65 50 3407 2880 390 527
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
AOT_mean=333
percent_water=309
green_blue_ratio=297
WVP_mean=287
B01_mean=285
red_blue_ratio=269
NDVI_B04=264
green5th=252
B09_mean=247
green95th_blue_ratio=241
green_red_ratio=218
green5th_blue_ratio=216
green95th=213
NDVI_B06=197
B12_mean=195
B11_mean=193
B05_mean=184
AOT_range=183
B03_mean=181
NDVI_B05=174
NDVI_B07=173
days_before_sample=172
land_cover=172
B04_mean=171
B08_mean=162
B8A_mean=150
B02_mean=137
B07_mean=118
month=116
B06_mean=101

parameters:
[boosting: gbdt]
[objective: regression]
[metric: rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 11671]
[feature_fraction: 0.6]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 14697]
[extra_trees: 0]
[extra_seed: 5026]
[early_stopping_round: 100]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 14909]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 169]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 28222]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
