tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=lambdarank
feature_names=proteinsolver_core_score_mut proteinsolver_interface_score_mut protbert_core_score_mut protbert_core_score_change proteinsolver_core2interface_score_wt protbert_core_features_protein_wt_7_pc protbert_core_features_residue_wt_4_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_interface_features_protein_wt_2_pc protbert_interface_features_protein_wt_3_pc protbert_interface_features_protein_change_1_pc protbert_interface_features_protein_change_6_pc protbert_interface_features_protein_change_7_pc protbert_core2interface_features_residue_wt_7_pc protbert_core2interface_features_residue_wt_9_pc
feature_infos=[1.7579040445525607e-08:0.99963247776031494] [2.6228285321394651e-08:0.99947136640548706] [8.8121964836318512e-08:0.99952268600463867] [-0.99945269214367727:0.99945269214367727] [-0.83338408172130585:0.94876820966601372] [-0.78957274467637495:0.80767350639326341] [-1.8395534589928386:2.6848867536476808] [-2.1252915226298748:2.1252915226298748] [-1.8252631915881232:1.8252631915881232] [-0.85832338556946508:1.2038601285608035] [-0.60579645721693443:1.1650105122138463] [-0.8690734758954417:0.8690734758954417] [-0.25305914240621502:0.25305914240621502] [-0.20083842838136903:0.20083842838136903] [-2.0864488589950261:2.371004200421948] [-1.6731805837268394:1.9940098388906096]
tree_sizes=4022 4005 3998 4021 4011 4019 4015 3992 4022 3994 4024 4052 4035 4023 4066 4025 4035 4024 4021 4017 4062 4038 4049 4051 4043 4041 4067 4050 4048 4059 4068 4047 4076 4038 4065 4083 4084 4065 4044 4051 4040 4053 4053 4055 4060 4063 4073 4052 4070 4072 4084 4072 4061 4063 4067 4088 4074 4045 4081 4065 4072 4072 4068 4095 4051 4069 4053 4072 4090 4084 4117 4050 4068 4105 4075 4060 4075 4074 4057 4060 4043 4072 4087 4084 4077 4050 4083 4076 4075 4067 4066 4060 4087 4047 4091 4071 4064 4066 4078 4063

Tree=0
num_leaves=36
num_cat=0
split_feature=2 2 2 4 4 2 2 8 8 10 10 4 8 10 10 10 10 10 10 10 6 13 4 7 7 10 4 11 2 11 10 11 10 10 4
split_gain=652.346 98.8497 81.7949 30.706 29.248 12.7581 8.94635 7.84182 6.68031 4.90051 13.6595 4.43775 4.37052 3.61393 3.55125 4.65519 3.35353 4.30125 12.5762 5.52895 4.40017 3.18357 3.0142 2.57734 2.49839 2.41101 2.3499 2.35738 2.27006 2.1392 2.07953 2.00978 1.889 3.93094 1.86908
threshold=0.061563856899738319 0.015680215321481231 0.42730522155761724 0.0096020071068778651 0.025637406855821613 0.0014218182768672707 0.98230648040771495 -0.086259451225941669 0.058737113254235453 -0.19682937657470329 -0.19654991179956058 0.055548619478940971 -0.080337321676312509 0.68616721963547589 -0.035228795627510544 -0.063758888514185152 -0.094685696451419457 0.68616721963547589 0.6861634150630862 -0.035228795627510544 -0.91706160951773241 0.0018543718467356511 0.00074940657941624533 -0.5455613555695259 0.27971612243768901 -0.063758737991832751 -0.027742934878915545 0.0066192295235481501 0.016255036927759651 -0.010193961720255091 -0.070455206516092606 0.010921131769683295 0.68616721963547589 0.6861634150630862 0.00066390447318553935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 7 -1 21 25 14 -9 -11 31 -7 -6 15 24 -12 18 19 20 -18 34 -14 -10 29 -3 27 -16 -27 -2 -8 -5 33 -25 -4
right_child=2 4 6 11 13 12 30 9 23 10 16 -13 22 -15 26 -17 17 -19 -20 -21 -22 -23 -24 32 -26 28 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.15928945906908948 -0.065325397999144705 0.076664354981634847 -0.10532413033777943 0.0018962862814749289 0.12352916856985739 0.1303088731198514 -0.13356196778138604 -0.053789968952672289 -0.13525194099022286 0.13795655757932965 -0.058015374117280617 0.0910356937280134 0.059725383935124159 -0.024675226568671809 -0.050732547312328527 0.063365077292606528 -0.12785380135609151 -0.076861532820676426 0.1609952947007407 -0.052320879173990302 0.037353119623320538 -0.12596889998083216 0.11388057714579017 -0.068544333740644239 -0.06837751316742556 -0.17099979043958957 -0.080659690884207741 0.081719554937611016 0.025959136078579605 -0.0034907717952834534 -0.16596666363936341 0.080162558863360447 -0.12909921812019418 0.16710903092143836 -0.070483163096325394
leaf_weight=130.95748408851068 7.0513960004900538 18.112784386641582 66.102626373030944 15.370856882160298 31.171753262693528 50.769880730716977 36.340772063878831 17.243790271037142 6.8477074925322077 7.0239364315639241 11.473125315416835 14.913168070022946 20.828319364474737 1.7370344114024181 4.5365104574448223 5.9848409000624079 1.7450668502133293 6.0766488858207586 5.0705348788760594 15.660010571111345 21.170573902134496 69.551671483044629 20.289105401083361 58.560821895422123 12.592734857127651 0.64080060948617656 20.659159134724177 1.9092635539709588 6.7412213988427538 27.085447343575655 43.519758079724852 4.1713205955747972 5.1035905329044899 0.71652391692623396 20.073026111291256
leaf_count=12748 632 2077 5142 1984 4105 5884 2367 1991 426 651 1278 1973 2243 103 457 765 65 387 442 2142 2373 4915 2298 5674 1051 23 1869 158 730 3246 2152 438 249 73 2048
internal_value=0 0.0975306 -0.0848999 -0.035232 0.0329138 0.139247 -0.124009 0.00835864 -0.0546635 -0.00616125 0.00587776 0.0499534 0.110682 0.115706 -0.0347973 -0.0196723 -0.00928195 0.00196288 0.0129372 -0.00652412 0.0247723 -0.110054 0.0864479 -0.0769257 -0.0303072 0.0570322 -0.0642129 -0.0114997 0.008862 -0.0162635 -0.151221 0.0186024 -0.0707219 -0.0656958 -0.0972086
internal_weight=0 366.712 421.091 185.503 143.867 222.845 235.588 110.958 151.048 85.4637 68.2199 34.4553 91.8873 32.9088 79.8194 52.7144 61.196 49.7228 43.6462 38.5757 22.9156 155.727 41.1174 71.2286 46.7296 25.4948 27.1049 6.44577 7.38202 34.1368 79.8605 19.5422 64.3809 59.2773 86.1757
internal_count=75159 39540 35619 18995 16367 23173 16624 12159 14600 9329 7338 4395 10425 4208 8178 5694 6687 5409 5022 4580 2438 12105 4541 6422 4929 2830 2484 615 753 3878 4519 2422 5996 5747 7190
shrinkage=0.1


Tree=1
num_leaves=36
num_cat=0
split_feature=1 1 1 1 7 1 7 5 5 5 10 1 1 10 5 10 10 10 7 9 12 10 10 10 10 10 1 11 9 12 12 15 5 1 15
split_gain=844.558 161.865 109.505 32.4602 29.9575 23.762 20.717 19.618 18.3233 17.6637 12.1892 11.2732 10.2379 9.87614 9.54592 8.46612 9.01008 7.75053 7.54572 7.34248 6.91278 6.33111 6.26902 7.02603 5.88989 6.53572 5.05603 4.80865 4.80017 6.94509 4.4915 4.54029 4.46656 4.37513 4.47983
threshold=0.056078249588608749 0.0032260640291497116 0.22197739034891131 0.016509989276528362 0.064167700446320725 0.0001075808468158357 0.070615973012390351 -0.016458614641409682 0.00033536877220591987 -0.019440749836901864 -0.1039140812122427 0.10624922439455987 0.3889585286378861 0.6861634150630862 0.17058844920031624 -0.20063242322762731 -0.028070114509930254 0.72015633900758502 -0.15954338753920319 -0.16928122435274737 -0.0037439848378297389 -0.10271126671611112 -0.063758888514185152 0.68616721963547589 0.68616721963547589 0.8334184764227669 0.10624922439455987 -0.0056168436497441463 -0.2470815395911137 -0.00077182017606684079 0.0056512247642786029 0.081844458903342562 -0.10958662241655349 0.0012567840167321267 0.41381613027098346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 11 -1 10 21 18 19 -5 -2 -4 26 -10 -11 -17 28 -9 20 32 -7 30 -24 -15 -26 -6 -21 29 -16 -12 -32 -3 34 -20
right_child=2 3 12 6 13 7 -8 8 14 15 22 -13 -14 24 17 16 -18 -19 33 27 -22 -23 23 -25 25 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.10349246648023158 -0.013548842588775171 -0.052808176183549695 -0.10297407146545715 0.035681012280681344 -0.072133942559363826 0.076025806317487871 -0.042872050800610573 0.011212474017363812 0.13536592193320374 0.064497749686673086 -0.040558358649409362 -0.051647898260089378 -0.13773398725243508 0.076905845288258279 0.017508033384023208 -0.00070530390519044908 0.057976249510496847 -0.058731718172915719 0.046793565830382765 0.11433582091362211 0.05567134751261639 0.11531394226658492 0.014295412147859144 -0.073938728064886869 -0.12420202538960966 0.087244306126066179 -0.10751497106539787 0.06127659893413704 0.10275464766062284 0.091004946850447743 0.057254354595043813 -0.060317201473926045 0.033353891365895783 0.024998741419372882 0.088402322471820824
leaf_weight=221.91815253719687 162.30765605275519 11.328784811310472 142.46004749764688 96.599042781163007 79.020662826253101 92.871127808932215 119.04778760985937 77.845595476450399 28.14038243307732 30.243617051048204 65.251452502561733 148.92435108637437 209.10833990329411 5.6991617213934642 24.779800401069224 178.55105424602516 30.657968144398183 4.5258200634270898 91.043571025598794 27.5962875764817 64.451732370536774 73.459583972580731 108.96785262832418 9.8397175124846381 4.8383100512437522 2.0946952579542994 82.617353376699612 44.824150906992145 37.281161322258413 26.721435459330678 10.333646903280167 4.8150447399821124 12.830401687417178 55.637302886461839 36.149941969430074
leaf_count=3270 5799 276 7061 2877 3560 1956 4759 1262 468 828 2556 6138 10985 166 381 4405 532 61 1499 557 1637 1464 3288 262 202 30 4031 1087 708 434 369 219 473 1044 515
internal_value=0 0.0430139 -0.0811452 0.0119579 -0.0503669 0.0758826 -0.0076464 0.064711 0.0522331 0.0322656 0.00653021 -0.0317792 -0.123649 -0.0835631 0.0843145 0.0150433 0.00789403 0.0689182 0.0372864 0.0578752 0.0385709 0.0933773 -0.00760549 0.00698781 0.00159285 -0.0603169 -0.0902181 0.0814952 0.0754253 0.0556419 -0.02917 0.019884 -0.00704944 0.0483882 0.0586193
internal_weight=0 1585.71 837.071 815.339 485.502 770.374 414.855 548.456 382.125 400.484 295.807 311.232 351.568 174.27 121.449 239.453 209.209 93.3082 260.676 161.031 88.6109 166.331 199.208 118.808 12.6322 6.93301 161.638 72.4204 88.7824 51.5012 80.4001 15.1487 24.1592 182.831 127.194
internal_count=75159 37187 37972 24125 19926 13062 14330 9792 6372 9795 9571 11937 18046 7989 2052 5765 4937 1584 4320 4030 2386 3420 6694 3550 398 232 7591 1644 1523 815 3144 588 749 3058 2014
shrinkage=0.1


Tree=2
num_leaves=36
num_cat=0
split_feature=2 2 0 2 0 2 8 0 0 6 2 9 0 0 15 9 2 15 9 9 9 9 9 6 9 9 9 8 9 2 2 8 2 12 12
split_gain=756.656 176.803 64.6397 52.0514 19.9202 18.707 13.5144 13.0622 10.7885 9.36109 7.27878 6.96717 6.7168 5.38318 6.61625 5.20612 6.88879 5.04592 5.03787 9.2079 6.01899 5.80587 4.57274 4.55914 4.29593 4.14411 4.12083 4.08527 4.43206 3.91734 3.18353 3.1749 3.1393 3.06514 3.03159
threshold=0.077329758554697051 0.0016801329329609873 0.023681561462581161 0.1591865420341492 0.22136990725994113 5.9268295444780967e-05 -0.11807772097516998 0.10394998639822008 0.0055203642696142205 -0.28478332540394052 0.56337609887123119 -0.29065355802562692 0.011777138803154232 0.0019631758332252507 -0.60165903454051362 0.12530445398093593 0.00043352709326427435 0.12888563350756219 -0.42449237182921723 -0.42447059611136456 -0.53355871336626615 -0.38420737783299996 -0.16928122435274737 -0.71689277020613118 -0.53378237695904607 -0.16633446701082327 -0.10303716404179314 0.15645194921996644 -0.25503954222360936 0.020593926310539249 0.036754179745912559 -0.017595043194950331 0.035900330170989043 -0.004610712433751967 -0.0040228552744618722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 26 22 12 9 29 31 13 -2 14 -7 25 -17 23 20 -20 24 -21 34 -10 -8 -13 33 -23 -29 -3 -25 -5 -24 -1 -4
right_child=3 2 4 10 -6 11 18 -9 17 -11 -12 15 -14 -15 -16 16 -18 -19 19 21 -22 27 32 30 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.042869796086328002 0.03938070865462992 0.062738763577219775 -0.050120752211147715 -0.064409490912472944 -0.092304241437448573 -0.022834507278738043 -0.089259306687745135 -0.088738561209713351 0.069417116655326044 0.033611616001421089 -0.13447415140775451 0.075296943146310039 -0.039894019660696278 0.015410500727193497 0.072761881026557618 0.076210004655025115 0.030473545826363153 -0.012525647001017194 0.056672550157734126 -0.11412955814950432 -0.12014392044827792 -0.020258093951723365 0.05503434749767866 0.011619770205205646 0.027560114877714204 0.1127075463088517 0.11458638177540831 0.088233149998422467 -0.090398008290705836 0.11122211590549012 0.048868080183180229 -0.11090442466009905 -0.0024876702421466768 0.093306876615352363 0.014944150319558286
leaf_weight=13.343427137006072 12.527927412185816 34.253484481014311 11.614293946884574 17.105372736230493 37.895922795636579 8.2640757756307703 5.4701945763081312 61.399553054361604 24.660218205768615 68.049889436457306 237.12470185535494 99.072352047776803 72.769450991414487 42.614422867074609 58.415092793293297 89.283761553931981 52.177402393426746 34.064271845156327 13.837302844505755 7.4677152130752793 12.148412877228109 188.54297681991011 35.282227087300271 82.324380164500326 7.4151490773074347 42.232395800761878 106.92333714617416 1.5380151770077652 14.33223880268633 32.455128398258239 31.812031352659687 103.85810553841293 12.977619461016728 124.20321801211685 18.676354354247451
leaf_count=318 533 1039 634 1124 2483 135 296 3974 750 2533 14849 1931 4130 1880 920 1917 1643 1807 600 417 673 9518 1433 3306 628 1043 1562 41 671 776 1156 6856 565 1988 1030
internal_value=0 0.0403443 0.00468255 -0.103738 -0.0236452 0.0781511 -0.015744 -0.0535677 0.0384968 0.0597069 -0.124291 0.0646139 -0.0282507 0.0431717 0.0609139 0.0729016 0.0593403 0.0219619 -0.0270824 -0.022362 -0.0696444 -0.0275235 0.020451 0.030426 -0.022033 0.086478 0.0998609 -0.0243596 -0.0730865 0.0863269 0.0220016 -0.10433 0.039566 0.088414 -0.0100036
internal_weight=0 1311.35 674.818 504.785 367.198 636.529 329.303 146.697 307.619 134.759 358.088 392.06 85.2974 109.294 66.6792 282.766 141.461 172.861 250.752 225.718 25.0338 211.881 78.5505 138.797 12.8853 141.305 244.47 204.413 15.8703 66.7086 114.136 120.963 48.2598 137.547 30.2906
internal_count=75159 43693 30356 31466 18989 13337 16506 8637 11367 4348 22829 9469 4663 2935 1055 6534 3560 7019 12844 11247 1597 10647 3662 5212 924 2974 3868 10230 712 1815 4462 7980 1998 2306 1664
shrinkage=0.1


Tree=3
num_leaves=36
num_cat=0
split_feature=0 4 0 0 4 4 7 0 10 10 0 10 0 0 13 6 10 0 10 11 13 0 4 4 13 10 10 7 7 10 4 0 4 10 4
split_gain=496.821 145.496 64.4803 34.0194 13.4416 13.1761 9.347 8.25048 5.96062 5.58337 5.41608 5.35166 4.48956 4.24471 4.08175 4.27365 3.34886 3.3091 2.99257 2.77678 2.7373 2.69291 2.60284 2.59279 2.39195 2.36995 5.29707 2.3232 2.25472 2.59393 2.23916 2.13458 2.11968 2.05892 2.02893
threshold=0.012211920227855446 0.040492400992661721 0.11645673215389253 0.00077904440695419918 0.14663642644882205 0.055548619478940971 -0.018772578559064872 0.0055203642696142205 -0.093510271562057171 0.6861634150630862 0.37347362935543066 0.17244915450644427 1.6689489712007347e-05 0.06752402707934381 -0.0064723150604246273 -0.2356508642017402 -0.055813332344475781 0.030046771280467514 -0.06873155707901786 -0.0063200206325178783 0.0039340137663723676 0.034683935344219215 0.0044247508049011239 0.0044247508049011239 0.011594520346295765 0.68616721963547589 0.8334184764227669 -0.29269683203268532 0.072976223145541752 0.2173107833172355 -0.014936271123588083 0.00016193730698432776 -0.017333699390292164 -0.45134524409882903 0.010048105381429197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 7 8 14 21 17 22 -7 -1 28 -5 -16 20 -8 -10 -9 31 -2 32 27 -17 -11 -27 -20 -3 -30 -19 -14 -4 -23 -35
right_child=1 4 10 5 -6 11 9 19 18 25 -12 -13 16 -15 15 24 -18 30 23 -21 -22 33 -24 -25 -26 26 -28 -29 29 -31 -32 -33 -34 34 -36
leaf_value=0.10546699043131136 0.012127838980467497 0.040042501397380956 -0.073618182637573401 0.073387808075269997 0.068181289198424214 0.057850100168583968 -0.039484484954392218 0.027724412387957226 -0.093177166401797906 0.049726830152920579 -0.11750762749042648 0.11123644927993868 0.088899793523731285 -0.018976587979263979 0.054397684528073136 0.022497517461119252 0.1312275492764374 -0.047351041277224781 -0.074817550076168457 -0.011593889290372522 0.049060676435061942 -0.12858565633642238 -0.062098901626350511 -0.0080721541672250114 -0.053957150738743423 -0.095239770087735168 0.056640198104933426 -0.034959232291282977 -0.028559000534197812 0.059924079586981163 -0.076278291367836981 0.069031579791314149 -0.10173192691507771 -0.027421988543782617 0.02457386519888026
leaf_weight=88.314679394476116 38.945961750228889 39.0353760314174 34.045032686728518 33.099239517003298 74.322819599066861 59.874090973520651 51.807751879328862 28.008495757123455 10.547640638193114 6.110464177094399 130.1003352390253 27.356267100665718 133.82484828773886 31.585945376427844 57.579488117946312 68.173071899684146 11.938268705271183 35.746754346881062 20.58819079794921 50.075044699711725 30.754670503083616 1.7607171367853869 26.803576490376145 23.308558279299177 4.3533870331011704 5.3707309281453472 4.0115045530255884 50.474300122004934 11.946651889011266 4.5845510184299192 106.42898395156953 90.740428429096937 126.34364233596716 44.688634136575274 9.0192753768060339
leaf_count=892 2226 1815 2478 904 3278 2050 3326 1259 741 359 8849 573 1787 1997 1863 2772 295 2316 1075 2638 676 80 2064 1402 138 319 72 3077 616 174 7850 2293 9464 2918 523
internal_value=0 -0.0489172 -0.0680103 0.0644848 0.0369384 0.0412846 -0.041757 0.0292432 -0.0262562 -0.0565072 -0.101836 0.0745926 0.0859197 0.0102948 0.0420336 0.034057 0.0794603 -0.061121 -0.0426602 0.00250955 0.0770398 -0.00802721 -0.0909439 -0.037014 0.0179083 0.00126248 -0.0303014 -0.046507 0.0269337 -0.00402024 -0.0690052 0.0808716 -0.0957643 -0.0221786 -0.0186902
internal_weight=0 887.577 726.102 684.092 161.475 328.519 408.809 241.289 199.333 209.476 317.293 87.2304 355.573 87.1525 163.205 130.106 267.258 193.983 104.919 78.0835 255.32 94.4146 187.192 94.371 72.5265 15.4927 9.38224 71.0625 55.5666 16.5312 142.176 224.565 160.389 55.4686 53.7079
internal_count=75159 57019 49139 18140 7880 12197 26284 9574 12042 14242 22855 2623 5943 4602 5677 4773 5051 13492 6295 3897 4756 5747 14006 5554 2910 750 391 4152 2605 790 10166 4080 11942 3521 3441
shrinkage=0.1


Tree=4
num_leaves=36
num_cat=0
split_feature=3 4 3 3 2 4 2 3 10 6 9 10 9 10 3 9 9 2 3 10 4 9 12 4 4 4 4 9 10 2 10 4 9 9 3
split_gain=532.557 74.0028 73.1677 29.3605 21.8417 16.4421 13.1633 12.3213 9.93866 8.50815 8.01498 7.14085 7.13207 5.51797 4.56644 5.01488 5.01332 5.19903 4.30128 4.28511 4.08082 3.92652 3.61806 3.60934 3.43763 3.33187 3.17696 2.64879 3.96081 3.67032 2.42531 2.40125 2.39807 2.33694 2.16298
threshold=-0.012411603704094885 0.047391742467880256 -0.44378728792071337 0.064706593751907363 0.12576947361230853 0.068289646878838553 5.9268295444780967e-05 -0.098338425159454332 0.68616721963547589 -0.42170333555029926 -0.1942085329469812 0.8334184764227669 -0.30382081849109793 -0.10161480833990598 -0.98227028230394342 0.1193104912499692 0.13240163854974935 0.0008393474854528905 0.79068586614266689 1.0000000180025095e-35 0.0040774943772703418 -0.25503954222360936 0.00056041222860178164 -0.0068976329639554015 0.0044247508049011239 -0.12743541318923232 0.16844698786735537 -0.19426910690630034 0.6861634150630862 0.0015405099256895485 -0.075375445311157682 -0.021040517836809155 -0.35891373111171404 -0.16928122435274737 -0.056167266331613057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 9 7 21 13 10 -3 27 20 22 -4 -14 33 17 -17 -5 30 23 31 -8 -2 -12 -15 -11 28 29 -9 34 32 -1 -16 -7
right_child=1 4 5 18 -6 19 12 8 -10 26 24 -13 14 25 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.013665707194606018 -0.047166744777842939 0.078394827308045811 0.060997736799323479 -0.093565482382055754 -0.085779191306034397 0.068004298663313881 0.013052904829765198 0.040316489853351706 -0.11021186824675407 -0.035149582069503423 -0.04044468646393614 0.069824709959553657 0.10353082313124605 0.11685511486319565 0.070584877654018982 0.059948370171840785 0.1080653601645182 0.0012702773472630488 -0.11670227650470791 0.078446542630298044 -0.030242351017397071 0.10931259959764004 0.058846157806078894 -0.08005988672594333 0.0028054245361236927 0.0096844353123990978 0.037666822669389574 0.05206469206663699 0.051231129048885375 -0.032230340131802669 -0.0042376875215642176 0.090155694405932754 0.086057569084426064 0.10652732322757319 0.01630587484060882
leaf_weight=9.3867155630141497 58.014459142286796 35.553004389978014 40.966395063675009 165.24236913892673 15.540798585163428 20.999785472638901 34.029000870417804 9.8627668847329897 9.6089528631418926 11.968641868385022 55.45830206933897 4.4992187251336864 40.583351628854871 3.0372623361181459 51.206347444909625 36.882388823200017 11.390291375573723 25.566959758056328 156.40429741283879 42.799931280664168 41.410331234219484 120.35497515415773 34.997841022443026 78.495736448210664 27.485333218588494 64.623814494931139 11.998357822943943 18.914826895110309 14.703076327685265 23.807653487776406 11.962618143530561 62.155107695609331 8.9285667007789016 27.971221072715707 13.167064120527359
leaf_count=176 3858 1158 1964 13942 1159 896 1993 329 413 593 3407 86 1734 150 2075 1426 601 1990 10789 1269 2791 1870 1454 5850 1503 3938 476 1011 722 1647 591 1232 169 1282 498
internal_value=0 -0.0728463 0.0523884 -0.0866406 0.0197885 0.0183903 0.0786065 0.00604566 -0.011615 0.0473525 -0.00530867 -0.0545933 0.0638692 0.0320326 0.0737092 0.0657998 0.0470535 0.0359254 -0.104816 0.0556575 -0.0577396 0.0978791 0.0362709 -0.0660809 -0.0261127 0.0144953 0.00130376 0.0203357 0.00792911 -0.0109799 0.0345133 0.0807786 0.0489562 0.0832823 0.048081
internal_weight=0 579.127 820.851 504.066 75.0608 357.398 463.453 268.468 159.841 59.52 150.232 182.42 262.627 108.627 193.601 153.017 73.8396 62.4493 321.647 88.9294 177.921 200.825 69.0268 136.51 82.9436 67.6611 23.967 67.2883 48.3735 33.6704 46.1295 80.4704 18.3153 79.1776 34.1668
internal_count=75042 40702 34340 37316 3386 18338 16002 15084 9032 2227 8619 12585 12555 6052 9108 7374 4017 3416 24731 3254 12499 3447 3447 9708 4910 4088 1069 3709 2698 1976 1985 1577 345 3357 1394
shrinkage=0.1


Tree=5
num_leaves=36
num_cat=0
split_feature=2 2 4 2 4 2 2 10 2 10 4 4 6 10 14 10 5 2 4 4 5 14 4 5 5 5 10 5 4 7 5 5 5 5 5
split_gain=340.88 94.1539 44.4385 26.62 12.2547 11.8605 8.79395 5.87002 5.58108 5.10772 5.11266 5.44482 4.12911 3.87083 3.76904 2.64208 3.91388 2.69072 2.55231 2.14211 2.5571 3.50922 2.11305 2.10652 2.03546 1.85251 2.37231 1.77959 1.73952 1.97919 1.66106 1.60609 2.72738 4.79389 2.55065
threshold=0.070674613118171706 0.0010054484009742739 0.055548619478940971 0.1591865420341492 0.12201565317809583 0.011088514700531961 2.3806328499631494e-05 -0.19654991179956058 0.77786675095558178 -0.45134524409882903 0.00040768849430605775 -0.0024303042737301435 -0.28478332540394052 0.8334184764227669 0.19489158116225536 -0.21091400730072504 -0.0066993300201375261 0.00023709797096671539 0.0050151178147643813 -0.10581870935857295 -0.0045852625275091532 -0.062549719683939756 -0.023129640147089955 -0.10958662241655349 -0.011001367243160221 -0.026960453732614579 0.68616721963547589 -0.076986359521910491 0.13025752454996112 0.32732506997502248 -0.22032196508254401 -0.07683836389876296 -0.063997099069168645 -0.063918118103168664 -0.076986359521910491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 4 13 7 14 -3 -5 -7 11 19 28 18 -1 -8 17 -17 22 20 -11 -22 -2 -14 -10 26 -9 -19 29 -4 -6 34 -33 -34 -12
right_child=3 2 12 8 30 9 15 25 24 10 31 -13 23 -15 -16 16 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 32 33 -35 -36
leaf_value=0.079259388535251329 -0.028616670814571241 0.050944639752780754 0.035257681115963051 -0.078017119163222862 -0.044092025012051575 -0.12186910030300753 0.10129904065199453 0.029023020768523186 -0.11664648100299978 0.057586399290824576 -0.0038673934164175396 -0.067508171245084014 0.062093445143593197 0.092478116939570781 0.11335010871857013 0.076471277990038264 0.039971828916437746 0.081254794878209885 -0.027066195739416141 -0.02898874763242364 0.056837932214531074 -0.11080541204069988 -0.069739259188849351 0.020620215016175138 -0.092978031837581618 -0.011233689471681303 -0.11737053045041364 0.039584075942681429 0.080454500908739207 0.094125219072068111 0.060012401282399534 -0.10931140291933694 0.17342479028752333 -0.017120916919187445 0.057383674234821935
leaf_weight=92.30089668976143 15.570623083563985 29.977552968426608 22.916297004208904 118.68065612614737 1.7394512695027504 5.5128163127228609 14.776374868466517 23.047519673360515 89.300323927775025 6.5938494512811303 29.219509994611144 39.501144009525888 17.669853903935291 1.8801746009849001 49.998300745617598 103.16859577782452 81.972133576637134 13.402934245066715 29.335626121843234 90.921207316132495 2.2332893365528435 2.8320613746764121 63.266107421426568 39.905955648457166 61.260895406827331 54.684161409852095 1.1627946761436749 43.543796095764264 48.064505452523008 7.6072130538523188 12.892377014504744 3.0200770425144574 1.364789196755736 40.551528836193029 8.8602298572659475
leaf_count=1648 1261 1645 1016 11272 89 342 492 1436 6555 426 1939 3377 904 44 724 2744 3369 633 2360 6647 135 127 5730 2304 5017 4291 57 1940 1554 152 578 213 115 3267 639
internal_value=0 0.0354835 0.00542999 -0.0765434 -0.0383435 -0.013928 0.0712956 0.0132754 -0.0942335 -0.0267708 -0.0244418 -0.0359617 0.0536931 -0.0497748 0.0912375 0.060248 0.0577424 0.0668401 -0.0522473 -0.023814 0.0165401 -0.0368922 -0.0616174 0.0333482 -0.107016 -0.00103777 0.0219919 0.0493917 0.0685984 0.0499289 0.0476363 -0.00472548 -0.0175297 -0.0109168 0.0103842
internal_weight=0 874.809 475.646 393.926 124.684 339.483 399.163 108.872 269.242 230.611 225.098 142.082 136.164 110.053 142.299 256.864 242.087 160.115 108.172 102.58 11.6592 5.06535 78.8367 57.5758 150.561 78.8945 24.2103 56.9467 78.588 30.5235 14.6318 83.0161 44.9364 41.9163 38.0797
internal_count=75042 42136 30586 32906 10062 24656 11550 7429 22844 17227 16885 10712 5930 9395 2372 9178 8686 5317 9351 7335 688 262 6991 3208 11572 5784 1493 2573 2722 1168 667 6173 3595 3382 2578
shrinkage=0.1


Tree=6
num_leaves=36
num_cat=0
split_feature=1 2 1 2 2 1 2 1 5 1 9 2 5 9 5 9 15 9 9 10 10 10 1 10 10 2 5 2 5 1 2 1 13 10 10
split_gain=348.015 45.2236 30.3077 22.0262 16.3345 14.598 8.604 6.39491 4.8115 3.06785 3.06554 2.78561 2.54272 3.93005 3.27887 3.00787 2.48291 2.12303 2.10135 2.08405 2.44974 3.33708 1.91066 1.78597 1.9524 1.76918 2.28556 1.94032 2.02141 1.69957 1.61082 1.45266 1.41472 1.41317 1.40231
threshold=0.016509989276528362 0.085840065032243743 0.0017298166640102865 0.0033768047578632836 0.12576947361230853 0.14396054297685626 0.77786675095558178 4.4043501475243836e-05 -0.076986359521910491 0.14396054297685626 -0.29065355802562692 0.00023709797096671539 -0.019440749836901864 -0.10303716404179314 0.0048115984900521424 -0.42449237182921723 -0.95281070962347736 -0.27973308724929075 -0.53233372152113001 0.68616721963547589 0.6861634150630862 0.64947619358047581 0.011607393622398378 -0.45134524409882903 -0.4509362535116449 1.9249533579568382e-05 0.0038971111656865673 0.093727353960275664 0.27563680457139228 0.29086658358573919 0.00043352709326427435 0.0075793601572513589 0.0048662517672534477 -0.44048229246692833 -0.07464311770383765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 10 11 19 9 16 -9 -3 -2 32 13 15 -14 -13 -1 -8 -7 20 21 23 -17 -5 -25 -10 -27 28 -28 -20 -12 -16 -4 -26 -18
right_child=1 6 4 5 -6 18 17 8 25 -11 30 12 14 -15 31 22 34 -19 29 -21 -22 -23 -24 24 33 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.01718610371125916 -0.00015736497652729632 -0.049426213812724606 0.059676109121443423 -0.10082484187869425 -0.086503273900426711 0.0055450518642276951 -0.082777593981932684 0.092678429608532648 0.073247135548529685 -0.077097333576030408 0.076106995458042559 -0.1246827314956926 -0.0065665939829357284 0.070815339086390247 0.051456770045486072 0.036781579230329257 0.079369127515478935 -0.10883767355707026 -0.064825931798569464 -0.066924056604397139 0.030962761438486187 -0.10509009900204175 -0.012486910841798649 0.040360728516798332 -0.098865760211791651 0.044224464998596232 0.11220576847069129 -0.02842747183184971 0.061474986836343795 -0.09741354356109444 0.032220992567857508 0.011240791878980461 -0.00010249484460724201 -0.019789080910777003 0.10217216564019911
leaf_weight=4.329937486909329 17.041755215032026 69.872394515317865 41.543337170849554 2.7052050172351292 12.270834109047426 2.9031340788351363 49.077043321216479 46.339745752280578 49.637549366801977 93.925746979657561 15.132976086926645 1.3495593792758871 40.337672360474244 25.579292281880043 21.519633236224763 38.389874081709422 41.256458401214331 86.114417997567216 31.392050851951353 10.04366327729076 8.9199055014178139 4.7908280077390364 9.9014241595286858 5.3695774995721868 2.2971123240422449 111.20279671251774 11.559597040293736 1.8078676580917079 24.504078195430338 32.649435453873593 18.696953555103391 15.416414861916563 4.3759491769596925 139.66809244739125 77.871953700785525
leaf_count=67 1378 7409 1618 224 952 350 3996 1328 851 9248 891 75 3363 1542 1155 2059 725 7295 2711 544 659 298 637 556 193 4675 453 57 934 2834 1521 913 203 12047 1281
internal_value=0 -0.0533768 0.0557157 -0.0253572 0.0254624 -0.037991 -0.0807049 0.0730121 0.0636618 -0.0652935 0.0344293 0.0323869 0.0258849 0.0389728 0.0131447 0.0225648 0.0915714 -0.0993774 -0.0776675 -0.0227078 -0.0199958 -0.0229315 0.0266798 -0.0203082 -0.0188298 0.0568951 0.0514504 0.072668 0.0777359 -0.0814396 0.0518523 0.0346714 0.0539794 -0.0210686 0.094275
internal_weight=0 590.6 579.194 291.611 210.684 240.739 298.99 368.51 245.052 163.798 50.8717 198.413 152.494 75.2201 77.2737 49.6409 123.458 135.191 66.9446 173.794 163.751 154.831 48.2913 150.04 147.335 198.712 149.074 37.8715 36.0637 64.0415 33.8299 36.936 45.9193 141.965 119.128
internal_count=75042 52154 22888 24206 12517 20416 27948 10371 8298 16657 3790 11565 9744 4313 5431 2771 2073 11291 5895 14521 13977 13318 2696 13020 12796 6970 6119 1444 1387 5545 2412 2068 1821 12240 2006
shrinkage=0.1


Tree=7
num_leaves=36
num_cat=0
split_feature=3 4 3 0 3 0 0 2 5 10 4 3 9 3 3 9 9 2 9 10 10 0 4 10 7 3 9 2 10 5 2 4 9 4 9
split_gain=260.897 38.7789 36.9147 14.5662 12.5047 9.53084 9.26174 6.2221 5.53875 5.44463 5.13189 4.85733 4.67492 3.72641 3.29262 3.05493 3.02395 2.76336 2.7479 2.43529 2.55443 2.35466 2.33079 2.29722 2.08349 2.07251 2.40092 2.91076 2.00973 2.00474 1.94009 1.86763 1.86463 2.16654 1.81686
threshold=-0.012411603704094885 0.058639016002416618 -0.48988643242046231 0.00016193730698432776 0.11172695457935335 0.01043514395132661 0.009192627854645254 0.12576947361230853 -0.062000599356267512 0.72015633900758502 0.040492400992661721 -0.1101680565625429 -0.28597056610847099 -0.98227028230394342 0.96138286050700128 0.1193104912499692 0.095768070774203323 0.028137317858636383 0.13240163854974935 0.68616721963547589 0.6861634150630862 0.01043514395132661 -0.072029424598440514 0.54068869290815647 0.32732506997502248 -0.98881143951439288 -0.30398310229672548 1.5371959307231012e-05 -0.062190624309975115 -0.063997099069168645 0.020593926310539249 0.013329402514500545 -0.53355871336626615 0.0015044715255498888 -0.53378237695904607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 25 5 28 8 17 30 32 11 22 -5 -14 -6 31 -10 -3 -17 20 23 -19 -8 -13 -11 -1 27 -27 -2 -23 -4 -15 34 -34 -7
right_child=1 7 6 12 14 9 10 -9 16 24 -12 19 13 15 -16 18 -18 21 -20 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.10437353423128648 -0.0089897553820366804 -0.024450430674782558 0.043589669392392762 0.026758435729252551 -0.075611825766206661 -0.053573589808525848 0.088860598809246696 -0.055077349908714004 0.030365223181433039 -0.015784284783146429 0.025695476474038914 -0.023862401300757563 0.08004545395214617 0.049413710943406491 -0.10101357380583648 0.019793804201128529 -0.018249922534794374 0.084021338469306053 0.089822223425934253 -0.088084716101331451 0.039708495297480655 -0.0066722832326496645 0.0081819839242593066 -0.11202906262456332 0.12430181897369014 0.08131900384073662 0.087129761828581342 -0.0068160859736098138 0.05790755654186891 0.053891307567133284 0.08146606139362593 0.087757826880670853 -0.070496713634417521 -0.042304930406478536 0.043128860116597799
leaf_weight=52.103663390502334 10.491136118886063 5.7747935347724697 43.771234619896859 75.173660063941497 146.13373085833155 4.6335725986864418 4.0599296352011143 8.2725949818850477 33.375731493113562 2.1054410559590897 47.561333743622527 61.778315691888565 48.72879664239008 36.684730855224188 78.408294793392997 43.832536771893501 20.748929000226781 13.046920739812775 6.4247350444784379 6.1063839981798074 6.079707028809934 8.8034857705933955 30.346286469779443 3.1037244230974457 2.141668429132551 8.6317979674786312 65.185507714515552 6.6218814095482221 7.8517045136541119 14.414936193847099 19.569466430926695 19.430887175840326 99.27365832295618 37.578567739925347 3.3458060892298809
leaf_count=741 873 350 1730 4200 15610 518 282 959 1850 102 2996 5700 2207 1976 6284 3158 1454 320 558 379 470 561 3102 189 31 81 1194 150 455 768 776 1147 9743 3695 433
internal_value=0 -0.05845 0.041449 0.0624261 -0.0690589 -0.0483738 0.0139234 0.0241985 0.035219 -0.0567431 -0.00180574 -0.0135393 0.0472247 0.0571442 -0.0844819 0.0466532 0.0117284 0.0397983 0.028746 -0.0274867 -0.0222721 0.050029 0.0177021 -0.02808 0.0548562 0.0888364 0.0787724 0.0430581 0.0196458 0.030928 0.0552918 0.0626909 -0.0600156 -0.0627555 -0.0130256
internal_weight=0 442.276 639.319 362.818 391.964 167.422 276.501 50.3127 117.465 149.079 159.036 111.474 230.275 155.102 224.542 106.373 54.1247 42.0401 50.2573 77.0681 70.9617 36.2653 34.4062 64.882 4.24711 132.543 80.4392 15.2537 18.3428 23.2184 63.3407 56.1156 144.832 136.852 7.97938
internal_count=75042 40702 34340 15412 37744 15850 18928 2958 5810 14522 13118 10122 13246 9046 21894 6839 3304 1999 3716 6738 6359 1649 3384 5889 133 2166 1425 231 1328 1329 2506 3123 14389 13438 951
shrinkage=0.1


Tree=8
num_leaves=36
num_cat=0
split_feature=1 2 1 2 1 2 1 2 2 4 2 0 6 2 4 1 2 6 0 15 4 2 1 6 6 2 4 0 6 4 4 2 15 15 6
split_gain=227.227 32.5318 19.5342 17.9402 11.3525 8.90345 5.30569 3.52952 3.01664 2.69708 2.66121 3.64523 2.63872 2.35742 2.13453 1.63561 1.56449 1.37805 1.32644 1.20625 1.11343 1.1095 1.08833 1.05138 0.974365 0.966906 0.917207 0.913422 0.993882 0.911418 2.11264 0.848215 1.29034 0.848543 0.818336
threshold=0.014859296381473543 0.24767963588237765 0.0017298166640102865 0.0072721708565950402 0.11710002645850183 0.14980550855398181 1.7136442693299617e-05 0.98230648040771495 0.12576947361230853 0.070539351552724852 0.020593926310539249 0.00016193730698432776 -0.26942633581017911 9.1743680968647836e-05 0.0057368874549865731 0.034794971346855171 0.00047523764078505343 0.099607434429972039 0.038714103400707252 -0.15680648461110633 0.00035341731563676154 4.2762652810779407e-05 0.3059105128049851 -0.26942633581017911 -0.60523805373485284 1.9249533579568382e-05 -0.01369710313156247 0.043682390823960311 0.58046172419127473 -0.00011310288573440629 0.00017743522766977551 4.3078741782665028e-06 -0.50373609166822175 -0.036061444676853266 0.53646486481185129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 9 13 25 29 10 15 11 19 20 -4 26 18 -2 -12 -5 24 -6 -21 -14 -16 -8 -1 -15 28 -11 -3 -31 33 34 -13 -33
right_child=1 7 5 4 12 -7 8 -9 -10 27 17 31 22 14 23 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=0.10239008247866828 0.040135790903774282 -0.060141597469525382 0.05359026551021704 -0.019559439641810367 -0.086689917469440853 -0.082116994295795637 -0.0048595219542095051 -0.10108061612958064 -0.058174652727894495 -0.021765680233226694 0.087869949473668427 0.11401419041636662 -0.033500007275367533 0.023208492836051076 0.047780701319635299 -0.034072381283231847 0.0080234161927302192 0.032084717058613939 0.023748277266336233 0.089209931341215604 -0.05693066390024798 0.06110116220240587 -0.063113474834809877 0.022099106822932358 0.058430749173930034 0.078187481967181269 8.0452892299279598e-06 0.028918219987926631 0.073520301202942839 -0.094239123603739816 -0.06164367600436136 0.0071849593312666386 0.045291485722318711 0.043251640746425055 0.080480002725554056
leaf_weight=30.660857630427927 25.050017403089441 50.991825478209648 27.973971263389103 35.499072587699629 41.018453988130204 7.81174360733712 2.8119894564151791 53.469889671832789 2.232960626599378 9.6699004495749268 37.596738255349919 3.2783909821882844 28.408924435265362 29.136860063357744 31.824198435177095 98.207894645136548 38.472153910202906 5.0193899896694338 8.8317650724202377 34.944165559485555 18.12919624755159 23.476566060096957 22.036979712778702 31.940052823745646 18.023145561572164 35.756969007896259 41.0441921352176 12.11234354280168 1.2343887099996198 38.178602718166076 41.497026352531975 14.502760216593744 100.50874028430553 3.5077535668388 1.7020645583979774
leaf_count=364 1692 6541 1089 3581 3783 726 67 4414 157 694 1315 80 3539 2116 1877 10525 3712 313 896 531 1797 764 2581 2469 459 813 3300 988 108 3325 4995 604 4726 77 84
internal_value=0 -0.0456078 0.0494893 -0.0272142 -0.0382729 0.0221565 0.0642629 -0.0794377 0.0575308 -0.0217464 0.0585838 0.0538093 -0.0632384 0.0271871 0.0216729 -0.0268754 0.020687 0.0812995 -0.0109315 0.0705469 -0.0775685 0.0779143 -0.0464365 0.0349166 0.0498889 0.0893603 0.00964011 0.0100166 -0.0109791 -0.0705813 -0.0772626 0.0430679 0.0410696 0.0774371 0.0148835
internal_weight=0 522.808 483.754 338.671 275.149 169.731 314.022 184.137 247.605 165.555 245.372 202.756 109.594 161.919 133.945 142.539 63.5222 42.6161 44.3308 79.2559 59.1477 58.4207 50.4459 63.7643 20.8351 66.4178 70.1811 23.0166 10.9043 130.667 79.6756 123.5 116.714 6.78614 16.2048
internal_count=75102 53171 21931 33896 28492 11577 10354 19275 9177 16792 9020 7392 11700 10851 9762 15002 5404 1628 4477 1821 5580 1295 6120 4346 526 1177 5416 1790 802 14861 8320 5571 5414 157 688
shrinkage=0.1


Tree=9
num_leaves=36
num_cat=0
split_feature=1 3 1 3 3 1 3 3 4 9 4 4 6 3 13 6 3 9 3 14 9 3 9 9 1 3 6 3 9 9 14 14 4 9 9
split_gain=185.906 58.9789 13.3417 11.2104 8.05226 7.06891 3.90008 3.51814 3.22501 2.46564 2.5979 3.8388 2.16278 2.38797 2.14387 2.1486 3.10458 2.05514 2.04718 2.00404 1.87562 1.53703 2.40168 1.61988 1.52884 1.502 1.56358 1.41716 1.36788 1.79867 1.34064 1.28382 1.0568 1.03301 1.58663
threshold=0.0097089242190122622 -0.056167266331613057 0.00096871412824839364 0.79068586614266689 0.1054498963057995 0.14396054297685626 -0.96036831965102454 -0.11595835932530461 0.011724873445928099 -0.30614251271827392 -0.01369710313156247 0.0017936266958713534 -0.47753509096009994 -0.056167266331613057 -0.0068059039377880099 -0.2356508642017402 -0.99636400195595332 -0.51250310001937327 -0.011192061007022856 0.13302692907022937 -0.13234554651273386 -0.98227028230394342 -0.27973308724929075 0.13837888602357412 0.27749875187873846 0.073543495498597636 0.14470122552635381 -0.048740102647570886 0.12340051744959132 -0.17668341028151274 0.062108311237013845 -0.76572133140137566 0.13025752454996112 -0.53355871336626615 -0.53378237695904607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 5 14 8 9 21 18 10 -1 -12 17 -14 -4 -16 -17 -8 -3 30 -5 22 -2 28 -9 26 -15 31 29 -23 -11 -18 -10 34 -20
right_child=1 3 4 20 -6 -7 12 24 32 19 11 -13 13 25 15 16 27 -19 33 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.027268782514982583 -2.3840488385278435e-05 -0.020566084755576503 0.057510117196029366 -0.074107521039703791 -0.09487937266537845 -0.067003551752537596 -0.0051525619527278202 -0.006508764779078584 -0.021252842990736317 0.080799493072998149 0.10003043989877967 -0.0012267539363262116 0.053954080080418257 0.047239789261904822 0.040165246768322081 0.096262905387388756 -0.03027192255229751 0.080946714866044794 -0.054644425662797473 0.10751457976106522 -0.10066491215042331 0.014343558309460519 0.074045698653121675 0.067435184950583316 -0.091316473555395974 -0.086000186185182598 -0.012767636720640846 -0.019155224606789287 -0.0074147026441700199 0.055514697905514498 0.026553811139404578 0.02191569585617956 0.014140350161679235 -0.054282204535856651 0.039422838202579052
leaf_weight=3.6669886955060091 6.3377108341082957 28.788920597173274 26.797883133171126 56.964173796761315 5.1883405836415468 120.53728581716132 2.9971200041472903 24.973333363072019 35.02436515968293 40.898711121641099 11.037344464100899 5.666115202009677 96.356808977259789 10.810148212593054 61.733800553774927 4.3782996265217653 5.2288207251112899 36.961354923609179 4.2791851697256789 31.42791338916868 49.879423525970196 45.897452695004176 14.154223236429969 6.7979224158334537 2.3234105560695744 1.3556669461540867 7.2573051197687155 13.839179489063097 18.26009203796275 13.80225935281487 5.1271453457884482 47.854601445898879 11.113163174362851 84.170644860627363 3.0863189669325939
leaf_count=82 495 2880 1442 5792 455 14026 117 2506 3409 1155 181 137 3543 549 3601 179 295 1224 564 693 5262 4499 988 712 217 79 400 1190 2175 1478 130 3507 802 9919 419
internal_value=0 -0.0394359 0.0498559 -0.0588544 0.0277255 -0.0485605 0.0642585 0.0182637 -0.0352057 0.0799068 0.0489496 0.0656822 0.0544292 0.0475062 0.0317054 0.0265074 0.0146822 0.0744888 -0.0438247 0.0880486 -0.0865057 0.0265606 0.0511376 0.0206186 -0.0137273 0.0155188 0.0231361 0.00934494 0.0165363 0.0238621 0.0747567 0.0167751 -0.0127277 -0.0511397 -0.015228
internal_weight=0 526.39 418.584 393.843 165.021 287 253.563 132.546 166.463 97.8242 20.3704 16.7035 155.738 115.78 159.833 133.035 71.3009 39.9585 120.325 77.4538 106.844 105.25 20.4919 84.7577 27.2967 19.4231 18.0675 66.9226 77.9598 59.6997 46.0259 53.0834 46.1375 91.5361 7.3655
internal_count=75102 56143 18959 43073 10669 32019 8290 13070 17993 2378 400 318 5912 4571 10214 8772 5171 1341 13782 1978 11054 10347 1483 8864 2723 1028 949 4992 8152 5977 1285 3802 4211 10902 983
shrinkage=0.1


Tree=10
num_leaves=36
num_cat=0
split_feature=0 2 0 4 2 2 2 12 10 2 10 0 4 2 10 10 9 10 9 10 12 4 9 14 11 9 9 9 9 10 10 12 2 9 14
split_gain=119.577 38.8229 12.9846 12.07 8.98349 8.8265 5.06529 3.15791 3.40724 2.85923 4.3477 2.46385 2.15484 2.1437 1.96452 1.83022 1.75305 1.7271 1.66533 1.50978 1.49661 1.46871 1.37858 1.3632 1.32721 1.23917 2.82746 1.79343 3.05392 2.33202 1.42605 1.20145 1.19956 1.17804 1.11536
threshold=0.01043514395132661 0.12576947361230853 0.00016193730698432776 0.025637406855821613 0.0053927062544971713 0.33553382754325872 0.89797005057334911 -0.0071660408727545659 0.72015633900758502 7.9387562436750172e-05 0.33426467308496838 0.12668807804584506 0.55546936579048645 3.5731038224184892e-05 -0.45134524409882903 0.68616721963547589 -0.42449237182921723 -0.094577265992780282 -0.10303716404179314 -0.4509362535116449 0.0063124704206192544 0.14663642644882205 -0.29988697175836809 0.20020863119996909 -0.0040265376826654061 -0.1942085329469812 -0.19426910690630034 -0.42447059611136456 -0.42449237182921723 -0.093510271562057171 -0.093511454463786628 -0.00055894186980733605 0.12169737368822099 -0.53355871336626615 0.28120384617127819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 22 9 -3 -6 11 -4 17 14 15 23 -9 32 -15 -11 20 -16 -8 -19 -2 -1 -17 26 27 28 29 30 -21 34 -5 -13 -12
right_child=1 6 5 12 7 -7 18 8 -10 10 31 33 -14 16 19 24 -18 21 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.070882749473181642 -0.0048266312196938955 -0.051766302674661126 0.052624383706379965 0.01883456237453918 -0.057556517774120602 -0.093609527908714352 -0.079024737568132331 -0.096213417213910357 0.054225652342687759 0.032493839375263588 0.017510935982324241 0.014320016768320752 0.079153752038009756 0.015648356852540596 0.040618576151077945 -0.096856760112680587 0.064260131341985799 0.0052820016567702646 -0.099788605988116674 -0.054791384630517762 -0.028278157855069548 0.047990740067052742 0.030520695070650375 0.099959159329288672 0.023604861709802475 -0.029795546758336879 0.053326551542938611 -0.044771380566814518 0.062169143161948506 -0.074089967455206365 0.027226739598413097 0.076286800931080201 0.13413912359828073 -0.05514907731919582 0.10252218776220007
leaf_weight=37.878931294661015 17.437151251826435 116.31060102666379 60.372872542939149 84.354775231040549 36.484927658981178 5.557689824840053 37.312081360782031 3.2908401150489217 5.2688645260059266 61.84762437758036 8.0811455065850186 2.6308293187757945 5.9544184125261372 8.7689112499356252 4.2523506386205545 2.3687336393631999 48.168417795095593 70.059722360398155 37.41921229774016 2.8997903779381895 6.8837800389737813 9.0975690979976189 30.045062159071676 28.075017374940217 1.4899052965920407 57.945858143677469 6.5053310522343955 15.057177141425198 5.8195942039601531 5.6616841076174742 7.882176462560893 19.796992773888633 0.91200707794632663 33.839472862280672 1.9076803338248272
leaf_count=679 1701 15564 2180 7412 3731 544 3794 312 248 3831 381 393 370 246 575 132 1598 5587 4067 382 843 620 2693 424 75 6924 802 1744 578 531 992 716 51 4305 77
internal_value=0 -0.0301492 0.0446156 -0.00915288 -0.0213153 0.0309245 -0.065167 -0.0311529 -0.0247755 0.0339186 0.0273063 -0.0276307 0.0209106 0.0709883 -0.0201217 0.0170194 0.0567734 0.0199732 -0.0842644 -0.0177599 -0.0711206 0.0101905 0.0175399 0.0832599 -0.0503439 -0.0201992 -0.00751102 -0.0181156 -8.76949e-05 -0.0221211 0.00516811 0.0620207 0.0200679 -0.0501378 0.0337465
internal_weight=0 528.027 359.613 330.101 235.021 236.721 197.926 187.539 151.054 231.164 170.791 145.785 95.0798 122.891 109.315 89.1254 56.9373 141.005 81.6151 106.024 44.1959 79.1573 47.4822 65.9539 3.85864 101.772 43.8258 37.3204 22.2632 16.4437 10.782 29.7858 85.2668 36.4703 9.98883
internal_count=75102 58219 16883 33951 25911 13936 24268 21517 17786 13392 11212 17538 8040 2947 12840 7670 1844 10038 8704 12528 4637 6207 4394 1103 207 11953 5029 4227 2483 1905 1374 1174 7463 4698 458
shrinkage=0.1


Tree=11
num_leaves=36
num_cat=0
split_feature=3 3 4 3 0 0 5 5 0 12 5 3 5 3 3 5 5 5 4 0 3 5 13 5 2 5 2 7 5 4 3 12 4 7 12
split_gain=122.943 20.4858 19.1175 8.62358 8.11465 4.18015 3.76833 4.11519 3.19015 2.69863 2.36672 2.34391 2.28211 1.93872 1.91964 1.89945 1.96072 1.85193 1.77665 1.56613 1.55859 2.44782 1.49629 1.48906 1.47699 1.42394 1.56621 1.41083 1.38572 1.38322 1.91972 1.27232 1.25372 1.24567 1.06775
threshold=-0.012411603704094885 -0.48988643242046231 0.058639016002416618 0.47050909698009497 0.00016193730698432776 0.0052110350225120792 -0.07683836389876296 -0.10958662241655349 0.013997638598084452 0.016587584052325601 -0.06805074267123222 -0.99383065162692208 0.063173749000515686 -0.98881143951439288 0.98262678994797181 -0.063918118103168664 -0.00081876077156355076 0.15804801372296182 0.0033026917953975503 0.062616478651762023 -0.080322333378717289 -0.021302917855466286 -0.0039183055411208178 -0.077474514233903155 0.028907762840390209 -0.00081876077156355076 1.5371959307231012e-05 -0.12203805379887366 -1.0000000180025095e-35 -0.0003909730003215372 -0.11595835932530461 0.0017462730828202379 0.011724873445928099 0.54667928729837323 -0.0058816731572073387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 24 7 18 -4 11 -8 -6 -10 -1 17 -12 20 -5 27 -7 21 -17 -9 32 -2 -15 -27 -3 -28 30 -18 -19 -13 -24 -21
right_child=2 6 8 14 9 19 10 22 12 -11 15 23 -14 25 -16 16 29 31 -20 34 -22 -23 33 -25 -26 26 28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.090608096895221688 -0.027058817619452658 -0.056474899747735646 0.057354947598980854 -0.072135872604529527 0.058132496727396558 -0.031203600679689594 -0.090260100547133765 0.062084997049404012 -0.024439310394234037 0.081987092261250172 0.081530528555519538 0.033770175821079447 0.039370734073833236 0.072451720912006759 -0.091796758694540459 0.076233419351928011 0.021373194088997911 -0.063459673315701542 0.019047553490350724 -0.068009327655065357 -0.046696443938898109 -0.018473155084254383 0.023034345608953979 0.023966230892972687 0.049196540666625169 0.068434817021383307 -0.025456035831682669 -0.0015316404787364033 0.052893613143454477 0.019358286841383236 -0.029340770522984384 -0.0017692908128215347 0.083083042719830746 0.074981291154825741 -0.045389279190000825
leaf_weight=39.180672077811323 4.0992860269034264 8.3755066026351432 14.524517403682692 68.921577283210354 33.182342606713064 61.139388790848898 3.0724893481237805 17.706177791580558 15.797494997968899 12.746562721091321 2.7020821295445776 13.652063619927505 8.686762408615321 38.950374514330178 42.003064993856242 3.1767970888759001 12.442965668975377 6.4521202421456092 16.523942659259774 28.051492243423127 15.034741643175947 19.36506591283251 45.45886961708311 115.19910429487936 6.6776010870235041 8.8429570095613617 5.0735594648867846 10.573550724657251 4.0667792387539503 38.193828360002954 18.654507197119528 6.9383310954435728 8.2840495074633491 5.1379166317638001 81.491161593512516
leaf_count=737 332 799 579 9300 1784 7590 280 1027 1707 585 262 1157 684 974 4283 304 975 698 1480 3163 1722 2247 3263 8860 562 144 152 1180 136 3338 1774 904 864 201 11055
internal_value=0 0.0320582 -0.0457012 -0.0541117 0.0499589 -0.0402117 0.00896652 0.0227142 0.0202256 0.0376055 -0.00369905 0.0342839 -0.00180016 0.0734878 -0.0744012 -0.00127176 -0.00336536 -0.0655244 -0.00491811 -0.0440255 -0.0217589 -0.00512627 0.037065 0.0285134 0.0201907 0.0617059 0.0384312 -0.0258166 0.0094038 0.00660942 -0.0090487 -0.0314945 0.0523929 0.0283094 -0.0511818
internal_weight=0 495.597 344.783 305.774 279.178 181.459 216.418 103.776 39.0088 183.064 112.642 170.318 24.4843 96.1143 124.315 109.57 106.868 82.312 35.473 170.682 37.5766 22.5419 68.303 137.135 10.7769 56.9337 17.9833 18.9491 9.14034 69.2913 31.0975 13.3905 21.9361 50.5968 109.543
internal_count=75102 34245 40857 37887 15393 22702 18852 7950 2970 13250 10902 12665 2391 2143 15185 10622 10360 10902 3459 21808 4273 2551 4491 10881 894 1406 432 1979 288 6087 2749 1602 2021 3464 14218
shrinkage=0.1


Tree=12
num_leaves=36
num_cat=0
split_feature=1 3 3 3 1 1 3 1 3 5 5 3 5 4 3 3 5 12 3 4 12 3 7 5 3 5 8 4 7 3 8 1 12 5 5
split_gain=113.455 35.1598 9.01249 8.20924 6.9761 4.78454 2.23959 1.92258 1.76957 1.90236 1.49773 1.48382 1.45228 1.4065 1.37541 1.3237 1.30468 1.24212 1.22908 1.22879 1.17727 1.21998 1.02729 1.02555 1.03456 1.00871 0.971093 0.921858 0.992609 0.895731 0.830311 0.798735 0.75992 0.709121 0.708176
threshold=0.0097089242190122622 -0.066739764064550386 0.1054498963057995 0.79068586614266689 0.00064475106773898016 0.14396054297685626 -0.75165071140509088 1.7136442693299617e-05 -0.97977958553747146 -0.023325977468922676 0.018051339620971867 -0.98881143951439288 -0.076986359521910491 0.013329402514500545 -0.44378728792071337 -0.99383065162692208 -0.011001367243160221 0.0042284763931769173 -0.99284147000622613 0.055548619478940971 -0.0058816731572073387 -0.011192061007022856 -0.34492517832822733 -0.013145231172130586 -0.98500787093507813 -0.00055061017088665887 -0.16460288629789629 0.14663642644882205 0.043178628385073151 -0.0031730681657791133 -0.3097688309776841 0.39840555191040045 -0.0075091377140882702 -0.07683836389876296 -0.00081876077156355076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 5 7 19 23 11 26 30 14 -1 -9 22 -11 -14 -5 25 -17 20 -3 -22 -12 24 -2 -18 -6 -20 -29 -24 -10 -19 -7 -8 -16
right_child=1 3 -4 16 8 32 33 12 9 10 13 -13 15 -15 34 18 17 31 27 -21 21 -23 29 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.098725079403898006 0.07172371163379801 -0.050920437640553588 -0.083374762321813206 -0.087124171900080899 0.033726995643645195 -0.073338925054462295 0.016212832633450424 0.075086966974775515 0.080074133508984541 0.018407954347671448 -0.0692736884210957 0.061835622306755572 0.068749733495058626 0.055857515344476777 -0.037443631794128532 -0.025902856784638651 -0.03788821919845245 -0.0028312912910456282 0.039170524738206446 -0.0056606342220760966 -0.0096506049436055081 -0.034335667285783848 0.0044658108647629953 0.015287171818932011 0.030357358155015307 -0.082899002310596812 0.069924385532650929 0.040400244990522527 0.089607219822800344 0.073954180169045536 0.034009744425626966 -0.062858470691476973 -0.052452178576295222 -0.0054167632431908214 -0.00085003898000154943
leaf_weight=16.578345197369345 9.4233942955033871 27.15295447371318 5.6183072298299512 48.680706496699713 15.700527908920778 22.104442496405682 25.278721980692353 21.787352794897743 4.2280643873382351 24.83102160168346 1.4874588462989766 31.855291157553438 22.63706935045775 12.792150595458223 9.0319466347573325 2.6035094261169425 6.4642893534619388 4.9337192206294258 76.973602009908063 19.771587853349047 27.807884891866706 71.496977938048076 8.7303783824900147 20.358566376293311 16.86824204120785 21.667755572954775 14.038375223404726 8.1067875779699552 8.2931091130012629 2.355549186817373 52.511567352456041 4.0252086505061015 82.180007073344314 37.856382363825105 12.759638029732741
leaf_count=284 698 3212 552 6211 858 2537 2912 840 256 1877 113 906 625 846 1129 86 1057 811 3518 1854 3345 10200 705 1990 1946 2438 677 418 397 166 3811 509 11643 4825 967
internal_value=0 -0.0336155 0.0422673 -0.0496568 0.0442998 -0.0405145 0.0155209 0.0572829 0.0288285 0.0237494 0.0129569 0.0744625 0.0513566 0.0325121 0.00231761 0.0469977 -0.0763586 -0.0622292 0.0418673 -0.0288439 -0.0324685 -0.0274232 0.0087605 0.0321366 0.0451838 -0.0725563 0.0508141 0.0437569 0.0652833 0.0192308 0.0374423 -0.0298013 -0.0568794 0.00324353 -0.016017
internal_weight=0 446.071 352.92 336.286 347.302 250.514 109.785 188.835 158.467 128.728 71.9881 48.4336 140.401 25.3655 46.6226 118.614 85.7717 37.091 95.977 146.229 126.458 99.3049 12.5734 46.6502 26.2916 28.132 29.7389 93.3735 16.3999 11.0859 56.7396 8.95893 104.284 63.1351 21.7916
internal_count=75219 56188 19031 43817 18479 32791 12371 7074 11405 9870 5803 1190 5884 1830 3973 5044 11026 4815 4419 18611 16757 13545 984 4634 2644 3495 1535 4333 815 871 4067 1320 14180 7737 2096
shrinkage=0.1


Tree=13
num_leaves=36
num_cat=0
split_feature=3 0 3 3 0 3 10 10 3 10 15 10 3 0 5 15 10 3 5 15 3 3 15 10 10 3 13 15 15 7 3 10 13 0 5
split_gain=87.4317 15.0605 13.3245 6.36467 6.15541 2.85024 2.34155 3.9955 2.99855 2.61521 2.30728 2.1623 2.00669 1.64206 1.51698 1.77303 1.48681 1.47368 1.22086 1.3877 1.25449 1.10446 1.05855 1.04296 1.45148 1.30042 1.03018 0.992245 0.975838 0.928077 0.89654 1.25627 0.892959 0.886818 0.837465
threshold=-0.012411603704094885 0.00034585564571898436 0.11172695457935335 -0.75165071140509088 0.01043514395132661 0.96138286050700128 0.68616721963547589 0.6861634150630862 -0.12924623908475039 -0.092919246782695683 -1.0394642029331951 0.72015633900758502 -0.40462883110558318 0.12668807804584506 -0.010338507967495433 0.078379689945438993 0.14741711777814331 -0.98227028230394342 -0.00081876077156355076 -0.26611114297461808 -0.95587164515018219 -0.18933318776544181 -0.69248465649655355 0.54068869290815647 1.0000000180025095e-35 -0.066739764064550386 -0.010329279965524586 -0.060449457584172368 0.0057764109628156554 -0.56935040039511697 -0.99687453180376895 -0.22331037304519244 0.0033765009586962332 0.073827769607305541 -0.011001367243160221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 14 16 -4 7 9 -8 21 -1 13 18 -6 17 30 27 -3 20 -20 -12 -5 -14 24 -11 -26 -19 -2 -21 -27 -16 -32 -30 -23 -7
right_child=2 3 5 6 11 34 8 -9 -10 23 12 -13 22 -15 15 -17 -18 26 19 28 -22 33 -24 -25 25 29 -28 -29 32 -31 31 -33 -34 -35 -36
leaf_value=-0.022979602484282612 -0.030426727632708428 0.063078542269872959 -0.05232946468854021 0.025935332210362629 -0.023256796203488056 -0.0926582034865506 0.057538594631211505 0.047760413918114655 -0.081331812775732565 -0.021010196932007848 0.086719211111916106 0.051559645363209755 -0.048371289539866573 -0.04827344147436137 0.069025520876754912 -0.0098195395792348879 0.054967795056623338 0.064553005533137642 -0.0060304488676288202 0.073545301959014805 0.058670061698415835 0.010250911640231057 0.036930499572794637 -0.06990186638515096 0.034541921293404033 0.10381888709705099 0.025118693074049382 0.025009665046980711 0.049435483352075087 -0.015883738891167488 0.072341319849100083 0.018752312539232548 -0.01745920384895874 -0.021104019168531125 -0.066764292396427491
leaf_weight=3.4409877359867087 5.0687497827457255 26.617538680002326 105.9625761185016 40.782933566370048 84.974006149015622 28.169154269882711 2.0800350453937426 22.543453355785459 6.15831867844099 41.198695705737919 34.893317500478588 3.2578912560129529 1.5950860008597398 37.958694787797867 5.7716913184558498 13.053939253761198 10.300566067977341 8.2664041676325706 3.8078558770939699 17.993840724637266 29.363319890690036 51.907534103316721 16.537436409795191 2.9654647110728538 11.368379667866977 0.67875808500684698 33.356481862138025 8.8941138182417507 13.302568925893864 14.1571614802815 5.1154885615687773 30.201512336352611 2.3476476969663045 10.917565233074127 22.44037946939352
leaf_count=112 521 1674 16273 3915 10879 3463 97 1339 471 5433 884 154 77 5316 304 866 531 591 117 539 1008 5214 836 255 1182 52 3255 705 337 1555 272 2470 70 1456 2996
internal_value=0 0.0279684 -0.0412327 0.0167433 -0.0199811 -0.0616539 0.00595978 0.0081493 -0.0462696 0.00301658 0.0577554 -0.0288504 0.0600735 -0.0309813 0.0347851 0.0222859 0.0261469 0.0447021 0.0655373 0.0511864 0.0739016 0.0131207 0.0294267 -0.0118604 -0.00930682 0.00909335 0.0329504 0.00488534 0.0576623 -0.0104072 0.0324859 0.0265144 0.0394008 0.00480214 -0.0811768
internal_weight=0 450.423 307.026 327.141 150.454 156.572 204.758 196.52 8.23835 173.976 123.282 126.191 119.841 122.933 122.383 54.1426 24.2634 68.2404 101.709 37.4519 64.2566 103.608 18.1325 70.3685 67.403 26.2043 41.6229 13.9629 33.6441 14.8359 41.0887 35.317 15.6502 62.8251 50.6095
internal_count=75219 34381 40838 30401 18106 22732 20969 20401 568 19062 3980 16349 3868 16195 9432 3912 1757 5520 2955 1063 1892 10585 913 8477 8222 2789 3846 1226 946 1607 3046 2742 407 6670 6459
shrinkage=0.1


Tree=14
num_leaves=36
num_cat=0
split_feature=1 1 1 4 1 4 5 15 4 4 13 15 13 0 1 0 10 4 5 0 5 0 1 0 1 10 10 0 11 10 10 13 10 10 15
split_gain=82.7177 13.3282 8.39501 2.74037 2.36501 2.30504 1.94208 1.74087 1.71499 1.79441 1.48458 1.32852 1.27982 1.16701 1.12523 1.00445 0.936256 0.905526 0.878437 0.865526 0.833393 0.86646 0.718373 0.749796 0.703271 0.662072 0.656318 0.644753 0.644063 0.629537 1.21713 1.28844 0.934646 2.21184 0.626579
threshold=0.014859296381473543 0.22558073699474337 0.0018641487695276739 0.014067391864955427 3.3524884202051915e-05 -0.013107319362461565 -0.077918746945519243 0.7936606116092898 0.00052546057850122463 -9.4329530838876949e-05 -0.0061696617557288171 -0.37763413996563716 0.0066518069713640904 0.12209444120526315 0.090677477419376387 0.00016193730698432776 0.68616721963547589 0.031693331897258765 0.018051339620971867 0.002710377331823111 0.14256955565476573 0.10052588582038881 0.056078249588608749 0.020575325936079029 0.044732745736837394 0.68616721963547589 -0.070862630705042076 0.0023254997795447712 0.012806352498210731 -0.094685696451419457 -0.093238773608219069 -0.0057613621770446297 -0.19654991179956058 -0.19682937657470329 0.28551281683569946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 5 7 22 -6 11 9 13 27 -1 14 -3 29 28 24 19 -17 -12 -20 -22 -2 -24 34 -21 -11 -4 -8 32 -31 -32 33 -7 -5
right_child=1 8 10 16 6 12 15 -9 -10 26 17 -13 -14 -15 -16 18 -18 -19 20 25 21 -23 23 -25 -26 -27 -28 -29 -30 30 31 -33 -34 -35 -36
leaf_value=0.034950670186097411 0.0056974588617881329 -0.085556854603730609 0.084378614258889373 0.020649066065535196 0.063441410102617168 -0.039796684826804117 0.051473971168343728 -0.022195189399278944 -0.036142762542075595 -0.069446655992229739 0.027355292788554916 0.0741031167469383 -0.053530580950076269 -0.047469108169141627 -0.040205734340214308 0.023807577060888156 -0.059526341844283619 0.023761969570835796 0.090724827094684823 9.2967564430878819e-05 0.043327319001788142 -0.044750053751913328 -0.07932507844135632 -0.01361951392555664 -0.0081245391340152608 -0.054379371431110324 -0.094766866224837112 0.031479393094121809 -0.0041370440251510682 0.01069003827280628 0.015050503693423551 -0.032884762851069969 -0.054472549550742946 0.05161511948881603 -0.021237692023087128
leaf_weight=10.599167838168794 23.953327023569727 9.7374829413311073 2.6212139630224582 21.173874763975622 29.99595300538931 9.9984019034018257 38.216395648603793 2.2756543054711065 24.552490323520033 21.290545997122535 12.052678838255813 47.533409908239264 22.918329491803888 46.2727556553873 45.348345674254233 68.86962159833638 2.6789255256298921 29.493449480825802 3.5494933414738652 56.907853849465027 19.420228643808517 1.1850707589182992 1.8839829138596567 22.224460504978197 36.037014772620751 2.3223311865003771 19.718417746626073 19.042846423719311 2.2026375024579457 14.428865138906984 6.9417801426025099 29.168677657260559 11.342263585771432 3.6000457488698911 4.2958144492586134
leaf_count=331 3036 1418 149 2573 1431 1477 1364 64 4137 2690 900 1393 3039 7311 6953 4544 225 2619 250 5902 1184 59 218 3414 4950 120 2221 1611 80 1749 1008 4166 1686 501 446
internal_value=0 -0.0324888 0.0351833 -0.0195412 0.0466986 -0.0255263 0.0404496 0.0636058 -0.0597527 -0.0657277 0.0141307 0.0669645 -0.0318651 -0.0540907 -0.0277557 0.0352814 -0.00165556 0.00902524 0.0295626 0.00292789 0.0459711 0.0382617 -0.00656781 -0.0187542 0.000865002 -0.00204282 -0.0816214 0.0378799 0.0484434 -0.0202757 -0.0138602 -0.0236698 -0.0332761 -0.0155964 0.0135843
internal_weight=0 377.566 346.288 255.994 223.848 191.808 163.439 60.4082 121.572 97.0192 122.44 58.1326 143.747 56.0102 120.828 133.443 64.1856 100.776 93.0244 71.2829 24.1548 20.6053 48.0618 24.1084 61.5067 59.2302 41.009 21.6641 40.419 75.48 50.5393 36.1105 24.9407 13.5984 25.4697
internal_count=75219 53218 22001 35441 10700 27247 8912 1788 17777 13640 11301 1724 20579 8729 17540 7481 8194 9541 6037 6922 1493 1243 6668 3632 7969 6022 4911 1760 1444 10587 6923 5174 3664 1978 3019
shrinkage=0.1


Tree=15
num_leaves=36
num_cat=0
split_feature=1 3 3 3 1 1 3 3 3 6 13 15 15 15 15 3 6 15 12 1 0 3 15 6 13 12 3 13 6 0 15 7 6 3 6
split_gain=69.7522 26.148 7.47211 6.11354 3.54868 3.10509 2.12511 1.99107 1.22802 1.84348 1.85334 1.39667 1.22151 1.14064 1.04385 1.01811 0.947376 0.899227 0.882498 0.868619 1.07494 0.846139 0.797179 0.787626 1.20526 0.751441 0.733934 0.710748 0.77535 0.666348 0.658496 0.639272 0.627148 0.672408 1.01104
threshold=0.0072391419671475896 -0.064202032051980482 0.79068586614266689 0.13087703930796127 0.0001075808468158357 0.14396054297685626 -0.98881143951439288 -0.75165071140509088 -0.99383065162692208 -0.19963937178926042 -0.012688444722100093 -0.79327087042210631 -0.95281070962347736 0.30121154270021205 -0.071176428907647929 0.98262678994797181 -0.23032034149208874 0.52740953440796823 0.013800365395040346 0.034794971346855171 0.03724349848926068 -0.98227028230394342 -0.053304249712270532 -0.27742486485745338 0.0020200556011452354 0.012560869608630178 -0.42168843528088468 0.003683151985124805 -0.071799814258195579 0.012957096099853517 0.071203700901592018 0.26682625311748759 -0.59365579571422089 -0.053648997098207467 -0.032769645431239815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 5 4 6 16 -1 18 23 11 -11 -10 -8 21 -5 -4 19 31 -2 22 -21 -14 -3 24 -6 -15 -12 28 -7 -28 -25 -13 -23 -34 -35
right_child=1 2 15 14 8 27 12 -9 9 10 26 17 13 25 -16 -17 -18 -19 -20 20 -22 32 -24 30 -26 -27 29 -29 -30 -31 -32 -33 33 34 -36
leaf_value=0.077775229860289563 0.026862188281232064 0.014976941977671007 -0.060209744801304671 -0.12231018394432425 0.045937138266053466 -0.052006853952892042 -0.025747774689406894 0.0032064190905666205 -0.032058511503926058 0.064074437906579129 0.022436926651615549 0.041680206967483445 0.0052349245800128903 0.011625888683442538 -0.015298663720193199 -0.084380374307219952 -0.03297117774764903 0.014034429531170945 0.083685657188318274 -0.056945084618841679 -0.017243745648575188 0.083673468241272475 -0.019116254529869203 0.079387887573937971 -0.056484385617899285 0.080063884318313988 -0.0026634464510221873 -0.063062523518679567 -0.030248536587222704 0.033904868098556383 0.032585847207458801 0.067271151358460943 0.058246472313306402 0.056709688558223274 -0.025361760458715341
leaf_weight=28.445845220645424 43.548430248658406 13.743552860803904 40.167613899640855 2.6204722274560481 6.1729807825177003 38.023244324460393 2.3455446683801702 63.709146796085406 2.6279261172749093 8.1489255016786029 46.084257619397249 53.172404413897311 3.2723418024834237 11.241018995176999 1.3977617715427175 30.781647290597903 61.08168838210986 9.9028336310584546 2.9161344355961765 8.3685525053297152 36.850413341016974 7.8340571023873045 13.689992369618265 10.844544300867708 1.4116939218947662 1.871454456122591 30.09649175091181 22.863189326875727 28.768909960839665 5.9717279816977671 4.1592331038555121 11.956373106339013 34.088460043538355 3.5870307517470792 2.5810979382367867
leaf_count=703 4850 1553 6706 163 344 5698 101 8537 188 496 3338 3772 96 412 267 4358 9620 653 234 999 5310 258 1671 436 68 58 2836 3259 5181 639 178 630 1315 144 148
internal_value=0 -0.0268694 -0.0424244 0.0374033 0.0391253 -0.0334451 0.0548841 0.014687 0.0312466 0.0283026 0.0185871 0.0395996 0.0451393 0.0477181 -0.0850857 -0.0706963 -0.0237919 0.0421094 0.0304285 -0.0160745 -0.0245912 0.0544385 -0.00203637 0.0531372 0.026874 0.0213936 0.014075 -0.0478443 -0.042635 0.00339108 0.0664138 0.0463782 0.0577866 0.0527489 0.0223663
internal_weight=0 404.513 294.339 289.834 285.816 223.39 95.2669 110.174 190.549 167.961 90.3014 77.6595 66.821 64.4755 4.01823 70.9493 133.734 75.0316 46.4646 72.6525 45.219 51.363 27.4335 22.5885 7.58467 13.1125 82.1525 89.6553 66.7922 36.0682 15.0038 65.1288 48.0906 40.2566 6.16813
internal_count=75219 57976 44355 17243 16813 33291 3235 13621 13578 12552 7309 5243 2532 2431 430 11064 19153 5055 5084 9533 6309 1961 3224 1026 412 470 6813 14138 10879 3475 614 4402 1865 1607 292
shrinkage=0.1


Tree=16
num_leaves=36
num_cat=0
split_feature=3 4 3 3 4 5 5 13 9 9 3 12 9 9 12 5 5 9 3 3 9 3 3 5 13 12 4 13 4 3 4 4 3 3 15
split_gain=58.3327 10.2503 10.0808 4.38828 3.56161 2.30367 2.40241 2.26338 2.24741 2.14377 1.71811 2.07105 1.45696 1.41355 1.38765 1.37958 1.56334 1.41505 1.28298 1.45316 1.13992 2.40778 1.50513 1.22131 1.13308 0.990005 0.941768 0.927978 0.906819 0.893543 0.873519 0.914366 0.882197 0.90354 1.06882
threshold=-0.012411603704094885 0.0038156006485223774 -0.44378728792071337 0.79068586614266689 0.12201565317809583 -0.07683836389876296 -0.10958662241655349 0.0029010533304563136 -0.31644241907655846 -0.1942085329469812 -0.99383065162692208 0.012963153911046915 -0.13234554651273386 -0.1942085329469812 -0.0071660408727545659 -0.06568105694547885 -0.063918118103168664 0.07033595950073411 0.1054498963057995 -0.0031730681657791133 -0.51250310001937327 -0.95017896438366722 -0.95587164515018219 -0.020171674381025351 -0.0047593481618686947 0.0012971976968061633 0.0068138809874653825 0.0033765009586962332 -0.1155730504542589 0.25322027418769727 -0.010987783782184122 -0.028933141380548474 -0.99687453180376895 -0.99476946615322948 -0.064546787936431996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 14 29 6 8 10 -4 24 13 20 25 30 27 -7 -17 -18 19 -6 21 -12 -22 -24 -8 -5 -10 -2 -25 -3 31 -1 -32 34 -34
right_child=1 4 5 12 18 15 9 -9 26 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 22 -23 23 28 -26 -27 -28 -29 -30 -31 32 -33 33 -35 -36
leaf_value=0.045839824300784454 -0.045902104214890958 -0.0094652925771370328 -0.077403247849766169 -0.069580756898968796 -0.030933925666808339 -0.07360869703059239 0.062638188916552484 0.017478439314427177 -0.012777472527917137 -0.041181409389336628 -0.018422531326161284 0.071224983113634163 -0.088095056031322339 0.077177741521509996 -0.032822241545292223 0.088171053045855097 0.0042024257537802492 -0.023322377063935765 -0.04883859982332104 0.052865832274686123 0.053728459315591517 0.040381774342656933 0.04753690622693274 -0.04817424381176201 0.027260785126258791 -0.033691800022268868 0.027530532047504337 -0.085396705820007746 0.021098241566803566 -0.039836576629647298 0.07165574692297591 -0.033876265853430586 0.028464153570637463 0.070016907520948968 -0.089262383574193027
leaf_weight=3.0522799848113209 19.958678853698078 37.644402573307161 3.8269659223733496 21.360049173352309 2.3978392382268838 2.8750009890063657 11.835371483699417 43.849662239721511 12.962639151024634 3.921978991944342 12.098930157721044 15.979089059896067 26.436437327545718 22.889276285801316 107.0559506094578 1.8331701010465611 54.737666507455288 28.352137934620259 1.7320603097323317 15.104161907976959 37.860450429725461 16.403173325816169 20.956739987770561 1.9947851952165354 38.514369226642884 12.006856121151939 10.484929636091691 8.4756586820585635 35.881104579922976 13.043447235395432 10.092341120704081 2.7221582035417695 2.4290713994996627 2.4479936994030114 1.1299002910382112
leaf_count=147 2885 5220 381 3111 231 341 779 3463 1799 486 577 751 4494 1105 17663 210 5894 4100 332 1074 2666 1012 1821 195 3119 1988 1206 1023 3437 2719 375 112 133 101 76
internal_value=0 -0.0362334 0.0242723 -0.0479967 -0.00337796 0.00575969 0.0178619 0.0379154 -0.00635001 0.0300297 0.0427351 0.0373222 -0.0705596 0.0598061 -0.0380378 -0.00548077 -0.00317436 -0.00518967 0.0332602 0.041385 0.0329951 0.0154198 0.0381758 0.0281672 0.0355767 -0.0566664 0.00524685 -0.0576746 0.0174499 -0.0172807 0.0416279 0.00826044 0.053596 0.0232538 -0.0089116
internal_weight=0 265.216 399.131 195.294 69.9219 169.344 81.5463 229.787 27.2745 54.2717 185.937 141.174 59.8033 44.763 135.49 87.798 84.923 83.0898 19.2341 17.502 125.195 28.5021 96.6931 58.8326 50.3497 33.3669 23.4476 28.4343 37.8759 50.6878 21.8737 5.77444 16.0993 6.00697 3.55897
internal_count=75026 40740 34286 31164 9576 18315 7770 15971 3386 4384 12508 10459 9593 2049 21571 10545 10204 9994 1637 1305 9708 1589 8119 5453 3898 5099 3005 3908 3632 7939 944 259 685 310 209
shrinkage=0.1


Tree=17
num_leaves=36
num_cat=0
split_feature=1 3 3 1 1 3 3 2 2 3 2 5 5 5 4 4 4 3 5 2 3 13 3 5 5 0 1 0 4 13 0 1 13 4 0
split_gain=54.0424 18.447 5.70376 5.23617 2.85932 2.41903 1.46094 1.47517 2.01975 1.36355 1.14128 1.10467 1.09875 1.14392 2.11831 2.21432 1.06246 1.28381 1.00849 0.990246 0.962641 0.91005 0.908004 0.924959 0.834076 0.756547 1.29202 0.726414 0.671603 0.661858 0.586532 0.585298 0.530385 0.536654 0.521476
threshold=0.0097089242190122622 -0.07636589370667933 0.47050909698009497 0.00096871412824839364 0.093805968761444106 0.13087703930796127 -0.96036831965102454 0.017582755535840992 1.5371959307231012e-05 0.9875430219435658 6.9135967351030572e-05 -0.044593542069094959 -0.0084909189038815235 0.011804302095975546 -0.01369710313156247 -1.0000000180025095e-35 0.29535348340868955 -0.98881143951439288 -0.0091945980648662409 0.028907762840390209 0.080824600532650961 -0.0039183055411208178 -0.98227028230394342 -0.010675524633007078 -0.25790189189238882 0.016855994239449505 0.034161245450377471 3.4748027246678252e-06 -0.038426680490374558 0.00050000373948310968 0.0035525386920198803 0.37118503451347357 0.0029010533304563136 0.13025752454996112 0.31959323585033422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 4 6 25 10 12 8 28 18 -5 21 16 14 -14 -16 -1 -18 29 24 30 -10 23 -2 -12 -3 -27 -13 -8 -4 -9 -6 33 -29 -33
right_child=1 2 9 5 31 -7 7 20 11 -11 19 27 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 32 -30 -31 -32 34 -34 -35 -36
leaf_value=0.071961231155744973 0.057444780533208097 -0.03744868793025026 -0.046382038319207078 0.039255528678545148 -0.036468254538828772 -0.072427052820808163 0.018755324311227003 0.048408016348980731 0.063215786245047006 -0.080878724337801869 0.040974442832815983 0.07307279926285444 -0.06297432975778558 0.060822805818900587 0.079184350201003229 -0.011153507492391218 -0.07596032713547457 0.073993288658468923 -0.035167927775009364 0.031847692545187517 -0.03051098351836537 0.025350193762758145 0.00902698291636507 0.0087877990604223535 0.0041520121775497796 0.0049176364225855702 -0.02210143715340462 0.0083232021919765337 0.079404607321087853 -0.072828021566340093 0.079540313431365223 -0.071679426867052101 -0.01719972006112289 0.045789475202425461 -0.042953217385184893
leaf_weight=33.669028577045538 8.6568159681919479 14.771114179864524 15.951881738539667 21.884020724915899 63.648823445168091 2.9870638233551281 2.2553944610990575 14.334169816807849 9.3961697594786546 23.489665015484206 6.8323389376164405 1.8257380784489203 2.4990989333018652 14.156019352027213 6.1037019798532119 4.8847936952952322 1.1050443013664337 1.1812278836732719 21.612694277690025 22.878128282289254 1.190290355705655 19.559613694029395 72.912166514943237 7.1204045222839332 61.730710587929934 27.027987752546323 51.271192671672907 24.101600094945756 9.58647070545703 23.26544734914205 10.473140605492516 10.347713924187703 6.5890322586055836 4.5438354564830652 16.233120530319866
leaf_count=1238 773 1887 3378 1114 10765 418 71 786 423 3758 612 78 78 625 140 167 53 78 3942 2315 114 1023 10271 733 6200 3828 8110 1679 295 4207 547 1653 552 359 2756
internal_value=0 -0.0257913 -0.0388899 0.0326997 -0.0289883 0.0164007 0.0440208 0.0367115 0.0298246 -0.0604147 0.018742 0.0230031 0.0559568 0.0409666 0.0201263 0.0390258 0.0674818 0.00151487 -0.0525124 0.0138326 0.0573364 0.0376376 0.0137338 0.0354854 0.00782138 -0.0166907 -0.0127748 0.0115689 0.0678534 -0.062071 0.0615514 -0.041673 0.00838193 0.0142662 -0.0541361
internal_weight=0 356.309 267.62 283.767 183.3 116.312 167.454 103.855 77.8579 84.3197 113.325 66.016 63.5989 27.6436 13.4876 10.9885 35.9553 2.28627 60.83 91.4412 25.9976 28.9558 88.6894 15.7772 68.563 93.0703 78.2992 37.0602 11.8419 39.2173 24.8073 90.2297 35.2345 28.6454 26.5808
internal_count=75026 56061 44284 18965 28999 10659 8306 5927 4480 15285 10241 4114 2379 1010 385 307 1369 131 11527 9127 1447 1446 11777 1506 6812 13825 11938 2668 366 7585 1333 15174 2590 2038 4409
shrinkage=0.1


Tree=18
num_leaves=36
num_cat=0
split_feature=3 0 3 3 0 0 9 3 15 9 12 3 14 12 7 12 15 14 14 14 14 3 9 7 7 15 12 9 14 15 9 12 7 3 15
split_gain=44.2231 10.9204 5.22707 4.37835 2.92175 2.16809 1.37829 1.36388 1.64724 1.32363 1.51837 1.3051 1.8881 1.18776 1.04647 0.908724 0.852594 1.12086 1.28472 1.02769 1.45719 0.827332 0.810008 0.801619 0.719902 0.698868 0.677563 0.642344 0.63988 0.881548 0.63537 0.607691 0.594175 0.588747 0.633594
threshold=0.012618996202945711 0.00034585564571898436 0.47050909698009497 -0.1101680565625429 0.011777138803154232 0.065285298973321929 0.1175383724658096 -0.97977958553747146 0.85679833291563934 -0.12700737472605991 0.0016120848276880422 -0.98881143951439288 0.234070340496743 -0.0062904742662815262 0.72673902790327483 -0.0073352575148145074 0.61618320043616492 -0.83830225598296904 -0.3301928887952193 -0.056044937496462943 -0.034341445131997612 0.90658179702586505 -0.089940236980318153 -0.56935040039511697 -0.014577866469757722 -0.99580094954257525 0.019146961374489731 0.070334891574211425 0.4394880520215253 -0.063419389502826801 -0.27219167356889357 0.016587584052325601 0.17973023287770748 -0.99284147000622613 -0.019857919048510513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 7 32 6 13 8 16 10 -4 12 33 -5 27 -6 17 -3 -19 -20 30 -11 28 -17 -10 -9 -13 -15 29 -22 -21 -27 -2 34 -1
right_child=2 3 9 5 15 -7 -8 25 24 21 -12 26 -14 14 -16 23 -18 18 19 20 22 -23 -24 -25 -26 31 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.056054114820348035 -0.0012032933677774129 0.11822966251272093 -0.060471096086024995 -0.015816036384832886 -0.049329990983783482 -0.024967615900241338 -0.017856013284877219 -0.022516235023704999 0.00029334199171036381 -0.054923414342860383 -0.022452034991905956 0.036663805258492457 0.099909244224228699 0.0093385408014015625 0.081576460795274752 -0.083502885926891174 0.088464793791961857 -0.024318672484076383 0.06559556006054891 -0.054471441235712043 0.068828582469180569 -0.085940502597996293 0.057381308135524424 -0.024021853588794155 -0.097473264655172628 0.01420018455473496 0.074802917357732757 0.039930641380402747 -0.022114643748083803 0.0028874441625439929 0.025304424184339969 0.042959844755931266 0.047744460454752606 0.075748889070616554 0.016601939034202869
leaf_weight=8.9669166373205389 4.4333250079653208 1.5700703356415022 30.321071168757044 14.706639689073198 20.1391696628707 36.139592591294786 23.290397493983619 4.9077963971067211 2.1604914017952983 14.76895927065925 16.072743925702525 61.444584498531185 10.097445137449538 54.159105529251974 2.3231606851331881 2.3305031845229669 3.2638056727591893 3.6651795483339802 9.7235018147621251 2.7536537902196869 3.7390963917132458 20.586742911327747 10.861634843255175 81.537919356167549 1.1562484039459366 122.66451868020522 5.0401924758334635 7.8595933673204845 2.8282772009260961 4.4285876754729498 1.5661786635173438 7.8151913309120564 5.6286015319637954 5.577300822944383 7.4550733451033002
leaf_count=287 522 49 4990 1569 3022 5599 3428 489 128 3587 3037 2935 259 5859 119 296 194 256 821 196 298 4004 878 14350 72 14575 188 968 133 425 136 538 412 180 227
internal_value=0 0.0184318 -0.0391084 0.00950575 -0.0252772 -0.0039116 0.00352404 0.0196531 0.0341906 -0.0584078 -0.0472997 0.0475497 0.0641094 0.00982334 0.0156837 -0.0302551 0.0392688 0.0353655 0.0320773 0.0378349 0.0275233 -0.0729839 0.0380121 -0.0256747 -0.0337891 0.0145294 0.0395551 0.0132155 0.0188794 0.0330747 -0.0255483 0.0159228 0.0261779 0.0476777 0.0381441
internal_weight=0 420.164 195.819 321.583 114.07 138.478 102.339 183.104 47.7167 81.7495 46.3938 98.5815 32.0967 79.0485 64.3419 104.008 44.4 41.1362 39.5661 35.9009 26.1774 35.3557 21.8576 83.8684 3.31674 135.388 66.4848 62.0187 10.996 8.16768 4.31983 130.48 10.0619 21.9993 16.422
internal_count=75026 40806 34220 36730 18602 17542 11943 19188 3586 15618 8027 4076 953 8515 6946 17668 3386 3192 3143 2887 2066 7591 1734 14646 200 15602 3123 6827 856 723 332 15113 934 694 514
shrinkage=0.1


Tree=19
num_leaves=36
num_cat=0
split_feature=1 3 3 1 1 3 3 9 3 14 14 9 1 4 4 4 4 4 0 11 3 3 9 11 0 1 5 0 11 4 0 3 3 11 4
split_gain=42.2691 14.8585 3.99497 2.82368 2.14764 2.05741 1.84332 1.42477 1.98983 1.49067 1.90305 1.14446 1.10754 1.05595 1.03853 0.997129 0.922361 0.894447 1.032 0.787053 0.782581 0.728328 1.13264 0.76798 0.704064 0.655681 0.652874 0.731826 0.645599 0.60359 0.600343 0.577208 0.57677 0.735742 0.605664
threshold=0.0072391419671475896 -0.033396624028682702 0.75455738813616346 0.00096871412824839364 0.093805968761444106 -0.18933318776544181 0.13087703930796127 -0.53233372152113001 -0.95587164515018219 0.11898816773556577 0.062108311237013845 -0.13234554651273386 0.27749875187873846 0.0025265999138355259 -0.024396065622568127 0.00092854956164956104 0.13025752454996112 0.031693331897258765 5.6400902394671e-05 -0.002568012975037923 0.070481423521414413 -0.98227028230394342 -0.30505883180493043 0.018401406547568208 0.030604509636759761 0.030648089945316318 -0.044593542069094959 8.7218122644117119e-06 0.0063432761543105488 -0.0055898763239383689 0.00019988389249192553 0.98262678994797181 -0.16570989368483421 -0.0048497795607438023 0.19073410332202914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 4 7 13 21 -5 14 9 10 -9 31 19 29 -1 28 20 18 -17 25 24 22 -2 -23 26 -7 -10 -28 -16 -3 -11 -4 33 -18 -34
right_child=1 2 11 6 -6 12 -8 8 16 30 -12 -13 -14 -15 15 17 32 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 34 -35 -36
leaf_value=-0.029874727983671245 -0.022802589315850847 -0.013609129205885643 -0.036754492779320136 0.020199997980083945 -0.04000928627389868 -0.0017510802158204723 -0.071248370035177228 0.052490095257748962 0.037212538032892616 0.091204858735865188 -0.048043568531766258 -0.076132887503177898 -0.065784768256104437 -0.002768528051236183 0.035589322565874763 -0.093055967373452883 -0.011841631664552411 0.039771361117571409 0.002998958072931145 0.0062968277967155265 -0.061297260638437746 0.0084593129096420389 0.045903984847340977 0.063533788712749881 0.10107949013608145 -0.038559952180057352 0.058071783941601687 0.008151787298506458 0.099494931707332757 -0.036358886793796175 0.054176249988385598 -0.06362049653080451 0.09320199834316728 0.052067143223949175 0.049536687424951931
leaf_weight=3.744728981517258 2.8754367640940499 20.329456464736722 19.49285169277573 91.420345764316153 91.032557859070948 9.3009766596369463 2.2586484626517622 24.550832213222751 32.182070120354183 14.946555460337551 2.0392980981850988 24.99685169638542 3.3370813826913936 30.225522454216843 11.801922090817245 1.5470317900180797 2.7054557928931899 3.7030909664463252 4.0380453558173031 23.57086551951943 0.96203025855356727 53.185654085886199 14.492062675155465 2.658473932708147 1.3474481544690196 10.088419160398187 3.4323044063057777 20.337725209581549 1.8253240722697217 27.35539157371386 6.1925612669147077 13.55999837326817 4.7698304299265137 5.3906257516355272 9.5098970672115666
leaf_count=155 225 3307 3677 8538 16959 1149 343 1186 1685 441 95 5646 523 4550 423 54 218 125 211 3576 91 7738 1466 387 91 1461 180 1852 53 4819 355 2356 187 367 537
internal_value=0 -0.0223296 -0.0373551 0.0317023 -0.0295787 0.00620949 0.0179951 0.0399852 0.0443541 0.0605371 0.0447798 -0.059987 -0.0102901 -0.0173912 0.0189491 0.0269277 0.0347754 0.00166086 -0.0236077 -0.00597934 0.0281475 0.0166434 0.0345286 0.0110811 0.0296492 -0.020903 0.027929 0.0153601 0.0441493 -0.02666 0.0803576 -0.0477763 0.0520332 0.0307108 0.0641221
internal_weight=0 346.502 226.993 248.706 168.943 119.509 93.679 155.027 128.367 47.7292 26.5901 58.0497 46.2973 77.9104 26.6601 22.9154 80.6374 9.28817 5.58508 42.9603 58.2616 73.2116 17.3675 55.8441 57.2995 19.3894 55.9521 23.77 13.6272 47.6848 21.1391 33.0529 22.3758 8.09608 14.2797
internal_count=75026 57839 41314 17187 29635 16525 8881 8306 7285 2077 1281 11679 6709 12676 1021 866 5208 390 265 6186 3899 9816 1691 8125 3808 2610 3717 2032 476 8126 796 6033 1309 585 724
shrinkage=0.1


Tree=20
num_leaves=36
num_cat=0
split_feature=1 3 3 3 3 3 9 1 1 11 9 0 5 1 12 9 3 11 9 0 1 5 12 3 5 3 7 7 5 9 3 7 0 5 9
split_gain=34.4474 13.5316 3.63357 2.95042 2.28631 1.78516 1.64514 1.60482 1.35119 1.17107 0.974202 0.965043 0.925155 0.895885 0.883846 0.880844 0.786084 1.10635 0.775482 0.758354 0.748293 0.728155 0.711434 0.701824 0.966176 0.681079 0.77373 0.664209 0.640889 0.604231 0.601354 0.596681 0.831366 0.573757 0.547074
threshold=0.006859865505248309 -0.033396624028682702 0.89602293128700705 0.12390372750815005 -0.98742498354113184 -0.18933318776544181 0.025351552055569136 0.31408561766147619 0.00064475106773898016 0.012806352498210731 -0.13234554651273386 0.026280162855982784 -0.020171674381025351 0.27749875187873846 -0.0073352575148145074 0.070334891574211425 0.039356419350951917 -0.00097276939678319068 -0.52755830647046065 0.019370786845684055 0.00013145748380338776 -0.01436983011459903 0.0043327776138990803 -0.98500787093507813 -0.010675524633007078 -0.99687453180376895 -0.23322902932842535 -0.077276864619816907 -0.076986359521910491 -0.53277013666172368 -0.028623651713132855 -0.05347996840593431 0.00016193730698432776 0.063173749000515686 0.11045409924859366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 7 4 6 23 9 14 11 20 22 28 -10 -7 15 29 17 27 -9 -19 -1 -5 -4 24 -2 26 -22 30 -6 -3 -16 32 -30 -18 -14
right_child=1 2 10 21 8 13 -8 18 12 -11 -12 -13 34 -15 16 -17 33 19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 31 -31 -32 -33 -34 -35 -36
leaf_value=0.056274600490709072 0.056956379760494773 0.046436692237713316 -0.057888084010704534 0.029977015744247899 0.049653084153331903 -0.0052399159536604938 0.068716496529895393 0.007600843021079765 0.027896294808796747 -0.056937893349485527 -0.07889964267675359 0.083041568573328284 0.014176169330814697 -0.060439824882627863 -0.072233196198311436 0.0011858986407133625 -0.033100101093171116 -0.033105517722259344 -0.050222728552987761 0.0077896170507530107 0.097949466996766058 -0.093407857382614798 -0.017852169837677415 0.010987838016783288 0.0078888308942124917 0.0058756712064172816 0.025700213698674798 -0.040951361938107805 0.031073540018404233 -0.053233857876375662 0.00090875364980432709 0.033591152994514976 -0.0047431894103515384 -0.0059991180892350719 -0.0082585851462848858
leaf_weight=12.170279323705477 8.8013874003372639 0.62815869314363837 18.874336938897617 0.59538655623327974 15.372452657087704 41.689300175581593 22.8635628708289 2.4719029553234568 36.153250746443518 1.3774432617938135 18.346801559833693 3.7066142619587472 33.263626394269522 3.1632850043242788 1.2814531694457389 4.0358493595267637 46.880554534407565 5.4957731071626794 37.575506985987886 25.924348369633663 2.0946509304922074 2.4321447585534761 5.8031615196669 57.079464593931334 7.376123008580179 9.3802615155873301 5.0699362249870381 14.946594530265427 14.467461272608491 19.173605597112328 9.1530581846600416 51.062631228953251 11.739265467389485 9.3739481862867233 16.144914215255994
leaf_count=393 794 148 3493 140 785 6246 1065 544 3394 58 4110 265 2782 524 139 905 9770 820 7446 4480 68 269 1162 8450 783 596 258 2441 656 2698 1519 2968 992 1756 2197
internal_value=0 -0.0207236 -0.0353836 0.0289448 0.0302092 0.00657887 0.0484955 -0.0290459 0.0248858 0.0331322 -0.0614479 0.0330075 0.0157402 -0.00913296 -0.0238948 -0.0413938 -0.0202052 -0.0119069 -0.0466536 0.000636545 0.0374528 -0.0691433 -0.0484732 0.0161986 0.0345841 0.0236076 0.0468231 -0.0274349 0.0310056 -0.0500721 -0.00807375 0.0272958 0.0150295 -0.0285841 0.00684531
internal_weight=0 338.075 219.965 237.894 234.866 118.11 52.9561 176.941 181.91 30.0926 43.0243 96.3484 85.5618 44.8526 136.893 23.8376 113.056 56.8012 40.0474 31.4201 28.7151 3.02753 24.6775 73.257 16.1775 16.5448 7.16459 25.3811 92.6418 19.8018 10.4345 77.2694 26.2067 56.2545 49.4085
internal_count=75114 58228 41431 16886 16477 16797 2438 32666 14039 1373 8765 5666 8373 6770 24676 3751 20925 9399 7990 5300 1315 409 4655 10027 1577 922 326 4099 5401 2846 1658 4616 1648 11526 4979
shrinkage=0.1


Tree=21
num_leaves=36
num_cat=0
split_feature=1 1 2 2 2 2 1 2 2 6 4 1 4 6 1 4 6 4 4 12 12 0 8 2 7 0 8 7 8 2 6 0 4 4 2
split_gain=29.9721 6.79743 4.827 3.26319 3.10615 1.64298 1.39959 1.33607 1.04218 0.947525 0.944106 0.82775 0.79414 0.790481 0.792462 0.779514 0.86963 0.715276 1.00209 0.681563 0.663635 0.649157 0.64883 0.788887 0.63116 0.572333 0.554551 0.526555 0.520388 0.499966 0.483049 0.442182 0.433691 0.596041 0.431734
threshold=0.035673798993229873 0.0018641487695276739 0.42730522155761724 0.0033768047578632836 0.27983105182647711 0.00015313491894630718 0.31408561766147619 1.5371959307231012e-05 0.98230648040771495 -0.47753509096009994 0.13025752454996112 7.0378995587816475e-05 0.055548619478940971 -0.88285199610246834 0.14691833406686786 0.00074940657941624533 -0.2356508642017402 -0.0003167270624544471 0.0002548471093177796 0.020294427437837933 0.011454113598761171 0.31260730326175695 -0.5975204254417269 0.017582755535840992 0.63504259532204788 0.040216147899627692 0.20530988770581934 0.11779010141386619 -0.40341353799173235 0.1591865420341492 -0.31670373652206879 0.012211920227855446 0.01045438274741173 0.1150651089847088 6.4131947965506706e-06
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 27 12 28 17 10 -9 30 13 14 25 20 22 -4 -19 24 26 -8 -17 -24 29 -5 -7 34 -1 31 -11 -13 -30 -34 -3
right_child=2 4 8 6 -6 15 21 9 -10 11 -12 19 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 32 -31 -32 -33 33 -35 -36
leaf_value=-0.0050652972971381395 0.022146744188539368 0.056326906923029309 -0.024543382275075992 -0.088991042379177474 -0.052968572982198786 -0.0070145441871041284 -0.061213900242516828 0.030979056623408732 -0.069371478006712742 -0.0033010507656579488 0.065453857687872014 0.010818066075821614 0.0029128685670517344 -0.019050901950225935 -0.091825248119890027 0.12619554998420643 -0.0010448642102066493 -0.06572116613772519 -0.030260825491133642 0.059730941254854078 0.028883594801772494 -0.030842909337565561 0.00080904162123103063 0.033012425553884374 0.06440188180886236 -0.0092242875211657246 -0.065037661060086252 0.064796079382616542 0.059196900801076473 -0.062357145667740643 0.039999077046107778 0.039119030226085517 0.012534867696424982 0.074609427561923736 0.018140188431433155
leaf_weight=1.6086384109221388 17.620114238961833 3.5993556845933261 15.513112497952532 1.1654495797702091 8.9733635733136889 50.71480677962245 11.680390769863154 23.663889349802048 20.016035885724705 2.8124970371136433 11.957562363822943 53.261665137833916 15.094354880886383 92.403985142867896 3.0530476291314699 0.58761665446218003 32.776435785781359 18.72540994459996 13.873904162537654 3.5461073030310208 5.1012542169191866 17.705992183517083 12.667989402631067 19.040651692543179 2.4520668294280759 3.941941599274287 1.7024681895272795 3.9565936441067597 26.046952652744949 0.87584366591181506 30.691072187109967 6.1591811788675832 5.0420611883746451 2.2314319568686187 16.685375742759788
leaf_count=54 2357 194 4173 125 1905 7256 2184 1593 4151 151 609 4400 2333 17682 348 41 4707 3427 3316 208 606 3480 1487 2262 170 625 249 262 912 109 1503 635 224 87 1289
internal_value=0 0.019242 -0.0278495 -0.0184902 0.00414678 0.00763727 -0.0234268 0.0330484 -0.050196 0.0285507 0.0425517 0.0235532 -0.0184753 -0.0216856 -0.0515197 0.00293342 0.0104304 -0.0422185 -0.0506296 0.0170789 -0.00554818 -0.0429147 0.0220763 0.0201468 0.0146685 -0.0274262 -0.00889909 0.0314252 0.0504862 0.012646 0.0363642 0.0137516 0.0531681 0.0315787 0.0249161
internal_weight=0 326.155 230.794 162.665 155.806 146.833 145.045 170.349 68.1285 135.42 35.6215 99.7984 115.659 100.564 8.16044 122.591 65.0727 48.1124 32.5993 66.2949 57.5185 29.3864 32.2963 31.7086 62.7488 5.10739 52.4173 24.2413 34.9291 60.2967 33.5036 59.4208 33.3204 7.27349 20.2847
internal_count=75114 30913 44201 29134 20258 18353 26777 10655 15067 9378 2202 7176 21113 18780 1098 16608 8497 10916 6743 5522 8111 5664 3790 3749 5314 750 7505 1745 1277 5144 1654 5035 1223 311 1483
shrinkage=0.1


Tree=22
num_leaves=36
num_cat=0
split_feature=1 3 3 2 9 3 1 1 3 15 9 9 3 3 9 15 9 15 12 12 9 0 2 3 9 12 7 7 9 15 9 7 2 7 15
split_gain=26.1846 10.8409 3.64535 2.73349 2.37444 1.65082 1.33391 1.24977 1.12071 1.07765 0.861936 0.859545 0.856499 0.82692 0.860443 0.784485 0.764021 0.767404 0.744271 0.738731 0.827904 0.717226 0.69303 0.973467 0.72657 0.660463 0.652131 0.926857 0.89412 0.594861 0.58767 0.547735 0.543321 0.571528 0.517369
threshold=0.0097089242190122622 -0.07636589370667933 0.1917944362794515 5.9268295444780967e-05 -0.42449237182921723 0.1054498963057995 0.0011535951052792372 0.22558073699474337 0.98262678994797181 0.26800954662428983 -0.10303716404179314 -0.18585924542359863 -0.80698199828356099 -0.98500787093507813 -0.27973308724929075 -0.071176428907647929 -0.14196804712333627 -0.074635822418167477 -0.012137773073300205 -0.0030811187143070687 -0.1942085329469812 0.07506564632058145 0.017582755535840992 -0.95587164515018219 -0.0036802328274053056 -0.0034051037456059286 0.014698326486071401 0.010805412123232657 -0.53378237695904607 0.18562000443945964 -0.53277013666172368 -0.42121933715969678 0.04962985776364804 0.075390695568271451 1.0880485474814592
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 7 10 18 6 9 25 19 22 34 31 -11 14 15 -2 -7 -18 -5 -4 -21 -8 23 -6 -25 32 27 28 -27 -26 -20 -9 -3 -34 -1
right_child=1 2 8 4 5 16 21 11 -10 12 -12 -13 -14 -15 -16 -17 17 -19 30 20 -22 -23 -24 24 29 26 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.034842663522669612 0.049360792353987541 -0.040997448039101839 -0.055012003071876342 -0.11247298172539998 0.054629157039302767 0.054506679228764711 0.010767902779898727 -0.063888991838570386 -0.068015466492750948 0.040936726790456929 0.055340710019773358 -0.055743129068687662 -0.010105659342318971 0.0075666117597967299 0.052214591865383866 -0.038234288427675754 -0.13787714718863417 -0.010001758623791261 -0.0044755698269737807 -0.018689972600153124 -0.04679090177045344 0.062331030727936755 0.053335411895827071 0.034277827479522863 -0.0039462273825032678 -0.088108616458573152 -0.020367685132972237 0.095037420530317787 -0.0012071758469860239 0.079269464080676921 -0.086033350752513088 -0.012452700706621321 0.0009211901490182487 -0.035760036182012053 -0.017465904318871458
leaf_weight=43.209190392808523 1.7312782852677626 15.866931021751951 23.841708836371254 0.6930730893509488 12.370538422197564 0.47659466008190099 58.899786976893665 2.5143252774723797 19.946734753844794 5.1093154688132918 26.238507767324336 15.176435889487037 9.2197997547336836 64.644889071496436 9.1111761399515654 2.4970456531154914 1.1725854319229256 0.78246159691479866 24.356227316078733 20.634894295391859 21.313171543777571 2.8270800373575176 20.951039954728913 17.485083236839273 11.207280457310848 1.2243078316096205 35.646298318068148 0.96820916549768199 35.93817509013752 0.93033208261476907 0.91674541402608056 11.722928573566607 9.5793799951788987 7.6316767628013613 1.9773698328062881
leaf_count=1811 176 2428 4927 59 854 96 7139 352 4347 389 1365 3515 808 10440 921 283 100 186 1861 4293 6104 324 1298 1117 1277 172 6593 127 6351 97 120 2071 1782 1252 79
internal_value=0 -0.01983 -0.0310968 0.0245463 0.017558 0.0226611 0.0240901 -0.0209326 -0.0472517 0.0328455 0.0409246 -0.0391859 0.00809446 0.0122443 0.0349129 -0.00236867 -0.0590223 -0.086698 -0.0102376 -0.0409563 -0.0329676 0.0131295 0.03848 0.0310684 0.0212294 -0.0159081 -0.0106439 -0.0015536 -0.00407012 0.00243215 -0.00743398 -0.0215364 -0.0276495 -0.0153439 0.0325536
internal_weight=0 299.99 222.005 238.823 167.398 141.432 139 136.269 85.7365 77.2734 71.4251 29.4137 14.3291 77.9844 13.3395 4.22832 2.43164 1.95505 25.966 65.7898 41.9481 61.7269 62.9443 41.9932 29.6227 106.855 73.777 38.1307 37.1625 12.1376 25.273 14.2373 33.078 17.2111 45.1866
internal_count=75114 56134 44314 18980 15725 13685 13303 24643 19671 5840 3255 5938 1197 11820 1380 459 382 286 2040 15324 10397 7463 4643 3345 2491 18705 13243 6650 6523 1374 1981 2423 5462 3034 1890
shrinkage=0.1


Tree=23
num_leaves=36
num_cat=0
split_feature=2 2 4 9 2 2 4 4 2 4 4 6 14 2 4 14 9 9 9 11 14 6 11 6 13 9 9 6 13 4 13 4 4 4 6
split_gain=20.0025 9.83284 3.86916 1.65209 1.32406 1.24641 1.35543 1.16748 1.15246 1.18156 1.11334 0.952331 0.915191 1.0974 0.762408 0.760332 0.756458 0.85958 2.81861 0.75261 1.03229 0.721571 0.732418 0.662707 0.706453 0.657907 0.645853 0.918092 0.634952 1.08809 0.613466 0.679965 0.575709 0.773336 0.613784
threshold=0.1591865420341492 0.00047523764078505343 0.07471791468560697 -0.52999864799593366 0.97809800505638134 0.0020236037671566014 0.00074940657941624533 -0.013107319362461565 1.5371959307231012e-05 -0.024396065622568127 0.0060968155739828953 -0.20613425824576856 0.13302692907022937 1.9249533579568382e-05 0.13025752454996112 -0.61136542698956264 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 -0.0015245977425211107 -0.095771932541019913 -0.80485993948554446 0.026613317635109334 -0.14994919190465425 -0.0015947369704693356 -0.31644241907655846 0.12530445398093593 0.2681405270653755 -0.0036702298183437379 0.00045559777936432516 -0.0023755534817272053 0.0044247508049011239 -0.017333699390292164 -0.0091570480726659281 -0.40219238741805013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 -2 -3 7 19 9 -1 -11 14 30 -14 -4 -16 -9 -18 -19 20 -7 22 -21 -13 -25 -6 -15 -28 29 -10 -5 32 34 -34 -32
right_child=4 2 11 12 25 6 -8 16 28 10 -12 23 13 26 15 -17 17 18 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 31 -33 33 -35 -36
leaf_value=-0.034510314420771092 -0.034906952380385853 0.010733010438140591 0.01011060533779113 0.038818658558471615 -0.021965178301370649 0.010914143537666095 0.00034135533116129728 0.0017975054489862683 0.008868375455568886 0.06785615697365309 0.00019663133088926562 -0.048651425056869368 0.071268317470330605 0.016689545261372958 -0.060136615054375876 0.045551875074480719 -0.06045352892878713 0.072138944982953396 -0.029900988216244609 0.026603864124857598 -0.032004787298171036 0.0010339310693340327 0.1467475960255594 0.034858271202198289 -0.002701445647117065 -0.07022465079682097 0.063165772657443733 0.012289909106645923 0.0047476963636989165 -0.12460295503558577 0.076455883887141543 0.035098681725148066 -0.082402160780580963 -0.00021376651326726802 0.0063414833528277056
leaf_weight=2.0461339503526679 74.848218775878195 33.325116195264854 10.564301609148968 33.097333634825191 3.3325063454685759 8.4896439076692349 75.559938445090665 9.1954082013107818 1.4130932935513585 8.2316849073395115 3.4518925887532523 2.0090875968453501 14.486031270003876 9.8165223616961175 0.70147988246754067 22.964173091619159 7.5941439159796564 2.8572666156105688 51.485939979160321 2.1937245164299415 16.487747800230864 22.637728295871057 0.66008415579562996 8.0262179553392397 13.315444078965806 18.544766553357476 12.515830166754315 4.94979006142239 19.931950243946631 1.075764888897538 1.717219347017817 12.753286324412327 1.4050562030752187 6.181820484853235 4.5745424780470785
leaf_count=94 17785 3828 1074 2416 856 1267 11984 1427 84 248 134 206 593 563 67 2064 1127 352 9884 312 2365 3974 54 1135 1884 4267 978 482 1199 66 145 1157 109 528 406
internal_value=0 0.00914439 -0.00136113 0.0311302 -0.0412324 -0.00715377 -0.0101771 -0.0167129 0.0127731 0.0355897 0.0478663 0.0218259 0.0376684 0.0490238 0.0324478 0.0424191 -0.0249663 -0.0289398 -0.0245359 -0.00508028 -0.0174169 0.00700755 0.054393 0.00625522 0.0114241 -0.0628734 0.0372125 0.0487475 -0.00119892 -0.0488222 0.0297278 0.0184299 0.00311268 -0.0154347 0.0254779
internal_weight=0 425.715 288.067 137.648 96.7255 230.487 197.162 121.602 36.1505 13.7297 11.6836 57.5807 101.497 41.7682 34.23 23.6657 71.1328 61.9374 54.3432 50.4689 24.9774 25.4915 2.85381 23.3507 21.3417 21.8773 27.2821 17.4656 22.4208 2.48886 59.7293 26.6319 13.8786 7.58688 6.29176
internal_count=75114 52206 43004 9202 22908 36574 32746 20762 1825 476 382 6430 7377 2616 3205 2131 12790 11363 10236 7972 3632 4340 366 3225 3019 5123 2023 1460 1349 150 4761 2345 1188 637 551
shrinkage=0.1


Tree=24
num_leaves=36
num_cat=0
split_feature=1 3 1 3 1 3 14 10 10 10 10 3 15 10 14 2 3 10 10 9 9 3 7 10 10 7 9 9 3 14 3 9 9 9 10
split_gain=22.8442 6.4076 4.29645 2.34561 1.88295 1.27831 1.87156 1.26003 1.13389 1.10871 1.47689 1.1024 1.16176 1.13868 0.939607 0.901401 0.83807 0.938854 0.914214 0.802254 3.05154 0.842225 0.760473 0.752017 0.66388 0.613342 0.763298 0.611827 0.611659 0.607403 0.595634 0.591807 3.92259 0.702903 0.57239
threshold=0.030648089945316318 -0.10427655000239609 0.0028490878175944094 0.080824600532650961 0.39840555191040045 -0.98742498354113184 0.13302692907022937 -0.062190624309975115 0.68616721963547589 -0.45134524409882903 -0.4509362535116449 -0.40462883110558318 -0.99580094954257525 -0.09775376218751626 0.062108311237013845 7.9387562436750172e-05 -0.99383065162692208 0.6861634150630862 0.64947619358047581 -0.42447059611136456 -0.42449237182921723 0.90658179702586505 0.2502563943094705 0.094327740433720789 -0.19654991179956058 -0.32649317836747987 -0.39849033624995184 -0.30132574072219176 -0.022170793818077069 0.51631297274637455 0.99002213051426236 -0.19514591051766497 -0.1942085329469812 -0.19426910690630034 -0.16658528957008947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 6 14 11 16 -3 -11 12 -7 22 -1 29 -4 18 24 20 23 31 -13 -12 -18 -10 -27 -17 -22 -14 -6 -21 33 -33 -34
right_child=1 4 3 -5 30 7 -8 -9 25 10 19 13 15 -15 -16 27 17 -19 -20 21 28 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 32 34 -35 -36
leaf_value=0.033632936447044223 0.011765076075185024 -0.083349680132944026 0.041129461867762993 -0.044751187959716943 -0.044874672275291322 -0.032688585239470665 0.073112625374155929 0.044357142381697592 -0.12347250350352955 0.057478097440164945 -0.016085530748509821 0.0059113039501300507 0.036493110957790641 -0.015376405828050724 -0.036990601438300734 -0.003407018039261476 0.019816300189009487 0.041728712567056431 -0.092749017523632099 -0.040394830687467027 0.021439084675623478 -0.055610248445979206 0.042621787330044757 -0.057830775290816219 9.2984946527453261e-05 -0.088799147938369682 0.029080248034567907 0.026726290114594705 0.099085927672208751 0.076421301421270016 -0.074949929652354405 -0.024252144848808079 -0.041668348485741719 0.096276621471740487 -0.02118852385132584
leaf_weight=24.247871886502256 40.134471878249315 3.3562239237653548 7.7655643822072298 9.2381826124328636 36.115711638791254 3.1283474125666535 14.285460675309876 24.048861204792047 0.86439091584179584 2.1283904772717497 20.158359082415707 15.45016646460863 24.999946070194714 15.472085034241898 2.0425428914895738 9.135971607349342 23.094807423869497 7.1976645549293599 0.96244659554213186 25.100244526969618 1.7267536865547297 12.022259182493142 8.889748973757376 5.4907309514237559 65.374440956729813 1.0019013995770369 1.2160112974815989 25.671893405742598 2.4596385995391747 4.4949554896447799 8.0534874687291431 0.57235616305843029 21.145511169743259 3.1291337001603088 38.484552635112777
leaf_count=1263 6695 581 647 2060 8643 203 618 1819 57 456 4324 1472 1255 1742 136 663 3264 832 102 4589 241 3153 635 712 9521 110 127 2412 411 217 1728 102 4353 641 9411
internal_value=0 -0.024365 0.0184089 0.00360239 -0.0324234 0.028464 0.0439774 0.0236696 0.00775862 -0.0265889 -0.0251503 0.0190305 0.0268209 0.00583549 0.0281461 0.029716 0.00952354 0.00698355 0.00418718 -0.0265001 -0.0121015 -0.0307765 0.0193192 -0.025022 0.00524174 -0.0520178 -0.0241696 0.0188172 0.0670591 0.0425781 -0.0503584 -0.0274004 -0.0222503 0.0776394 -0.0284509
internal_weight=0 220.078 288.583 116.715 179.943 171.868 40.5759 131.292 107.477 135.774 132.418 107.243 67.4311 39.812 26.2904 64.3028 104.395 96.6294 89.4317 130.29 29.8355 100.454 24.3399 25.6491 88.4692 3.0823 2.21791 34.8079 4.18639 29.4949 44.1692 88.4318 63.3316 3.70149 59.6301
internal_count=75195 46040 29155 16720 39345 12435 2017 10418 14660 28974 28393 8599 4750 3849 1399 4547 14366 13719 12887 27937 5688 22249 2107 5036 12785 294 237 3075 652 1472 10371 19096 14507 743 13764
shrinkage=0.1


Tree=25
num_leaves=36
num_cat=0
split_feature=1 1 1 10 10 9 10 1 10 4 4 4 10 6 14 7 4 4 14 10 10 10 10 10 7 14 6 12 6 14 9 4 9 9 9
split_gain=19.8105 3.65374 3.10437 1.27653 1.15408 1.03717 1.02171 0.877396 0.8267 0.981706 0.794957 1.13986 0.725838 0.70122 0.78042 0.675793 0.673169 0.668 0.639614 0.639546 1.19072 0.847678 0.637104 0.621259 0.609452 0.596908 0.706846 0.916135 0.955913 0.952236 0.571207 0.566846 0.560391 0.560146 0.558086
threshold=0.030648089945316318 0.0028490878175944094 0.37118503451347357 -0.45134524409882903 -0.4509362535116449 -0.52340861051326559 0.68616721963547589 3.3524884202051915e-05 0.6861634150630862 0.014067391864955427 0.0044247508049011239 -0.00085899350233376015 -0.063758737991832751 -0.47753509096009994 0.016617982463191589 -0.063848274968550597 0.31606793031096464 -0.052533799782395356 0.58791958585426796 -0.19682937657470329 -0.19654991179956058 -0.17500381102212684 0.64947619358047581 -0.24799459023254286 -0.37461106030955477 -0.15561364996367891 -0.60523805373485284 0.0071935408766049562 0.17453622856716428 0.31157222719196659 -0.53378237695904607 0.0050151178147643813 -0.30398310229672548 -0.39849033624995184 0.1253045203236561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 8 -7 9 22 11 12 19 18 -15 32 -16 -1 -9 23 -21 -22 30 -6 -8 -19 -27 28 -28 -30 -3 -10 -12 -26 -13
right_child=2 6 -4 4 10 7 24 13 31 -11 15 34 -14 14 16 -17 -18 25 -20 20 21 -23 -24 -25 33 26 27 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.055118958076397134 -0.079844837221004994 -0.069630375887515014 -0.045450100484368386 0.045430456632463784 0.0010905710341040172 0.044810234179857661 -0.1282911981449425 0.043579468771221604 0.075232452203895656 0.017424837569111198 -0.023191822441898005 -0.028241941799799899 -0.02646626123869188 0.010366929127195064 0.035112241762666439 -0.015507849806640698 -0.018657614047080471 0.024439360117146751 -0.0049181331611004939 0.066018175105155202 -0.050925240419502485 0.0038022928502769201 -0.089953487014122119 -0.053729065250348568 -0.084717900616963646 -0.06560224175189551 0.019659417566522817 0.070555796268486765 -0.09529844993338743 0.016791396017192758 -0.0013212108750699798 0.016589194737327489 0.017215807244655112 0.0074899086882652399 -0.059799984369419648
leaf_weight=1.4730211052810762 3.1264762181090182 1.2462691858527239 47.924287726462353 3.0665424682665607 3.9178549406788079 32.977084609941812 0.76427284209057722 27.384796399368501 2.6226768519263706 32.431397558364552 4.4102254505269256 44.51824175308866 21.358924811618635 36.371022899824311 32.586496798467124 30.061653061398829 2.507505352550651 19.449685810366645 3.0192497606622046 2.7691825979854903 3.2271398550947223 23.010493879584835 0.84367340966127713 4.3766597438661794 1.062219596235082 1.6195447782520194 4.7331558056175727 1.7814455879852173 1.9286661241203549 1.2485299154650418 68.980343135917792 4.436438181437552 15.475570893817347 1.7347759383264916 6.4107332269923054
leaf_count=103 582 206 11578 595 981 1637 47 2080 347 4667 700 8981 4350 3609 2884 6248 272 1040 231 425 645 5306 100 998 123 88 234 74 122 61 10564 496 2895 170 1756
internal_value=0 0.0173601 -0.0230343 -0.0165524 -0.0153354 0.0267808 0.00356782 0.0306329 0.00526599 0.00300773 -0.0165034 -0.021269 -0.0117662 0.0260435 0.0206319 -0.00604732 0.0312703 0.010666 0.0387635 -0.00334881 0.00365315 -0.00292901 -0.00357121 -0.0278354 -0.0491525 0.0138162 -0.0044502 0.0057686 -0.00882176 -0.051251 -0.00253345 0.038377 0.0082543 -0.027528 -0.0322143
internal_weight=0 281.202 213.654 165.73 162.603 167.08 114.122 134.846 110.561 103.502 159.537 109.589 58.6603 101.869 71.465 49.9474 35.094 32.234 30.404 37.3013 29.0068 26.2376 71.0703 8.29451 3.56127 30.761 11.3113 9.6918 7.91035 3.1772 70.2266 7.05912 19.8858 2.797 50.929
internal_count=75195 29155 46040 34462 33880 12435 16720 10713 16380 15537 33285 23442 12705 9076 6765 9843 3156 1722 2311 8355 6376 5951 10870 1979 340 1619 579 491 417 183 10770 843 3595 293 10737
shrinkage=0.1


Tree=26
num_leaves=36
num_cat=0
split_feature=0 8 4 0 4 4 0 10 9 13 6 9 12 13 12 8 9 9 4 13 9 9 6 8 13 6 4 4 4 9 6 6 4 4 8
split_gain=13.0744 5.855 2.06885 1.61187 1.22199 1.16622 1.13269 0.81319 0.791357 0.731134 0.709188 0.71091 0.69865 0.680893 0.642732 0.762547 0.724153 0.616142 0.585997 0.566079 0.550441 0.528347 0.526974 0.493414 0.492032 0.485037 0.468436 0.46491 0.631419 0.525145 0.446788 0.433615 0.428152 0.514817 0.451408
threshold=0.0058885337784886369 0.084565645391212016 0.10217609629034997 0.00028958491748198872 0.0025265999138355259 -0.00070522201713174571 0.11645673215389253 -0.45134524409882903 -0.42449237182921723 0.0022036043676089329 0.82172986931905423 0.12834025020444009 0.012963153911046915 0.0038527122318378149 -0.0064209403807409813 -0.11807772097516998 0.0067307462669978771 -0.31644241907655846 0.65463150758296262 -0.013994552337065569 -0.42447059611136456 -0.42447059611136456 -0.032769645431239815 0.071443788081426235 -0.0030846523966841285 -0.66149562354814417 -0.010049613192677496 0.00030921073630452161 -4.5656837755814188e-05 -0.53355871336626615 -0.21190467113108449 -0.2356508642017402 0.019068313762545589 -0.036767683923244469 -0.15895465730390176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 20 7 -2 13 12 -11 -12 25 -1 16 -16 21 -7 23 -8 -3 -9 30 -4 -19 -5 -21 28 29 -28 31 -10 33 -24 -34
right_child=1 4 18 9 -6 17 19 14 22 10 11 -13 -14 -15 15 -17 -18 24 -20 26 -22 -23 32 -25 -26 -27 27 -29 -30 -31 -32 -33 34 -35 -36
leaf_value=0.021701861684916772 -0.072675040726623646 0.0070562011621173489 0.014169642102832839 0.035703671195473866 -0.011615285245072871 -0.030345800174170146 0.038669192535369684 0.00078847749276311416 0.047599811383031231 0.0061285566971352031 -0.021255938847616351 -0.14237471339509875 0.046500868913236793 -0.040880307757557133 0.01257145436654292 -0.0046906552304899381 0.012939477333062109 -0.030145146218439969 0.072628172670707841 -0.0034041614160044129 -0.030232954633651155 -0.0370278401733979 0.0086391123063852288 0.088297449491383184 -0.063358535169897978 0.011725377235757067 0.045845369377978368 -0.014407156140428375 -0.061245604442585269 -0.030149650744651757 0.078550891316719218 -0.01264007463553728 0.035070391792756075 0.044815173386963135 -0.012820671357247154
leaf_weight=12.832298879977314 1.6493842350319017 4.7141154178534661 29.85630165957264 10.158439137128878 20.043114675325342 11.421316568419568 1.5654992172203481 5.1024758259300187 18.783419031984529 25.510417610159497 2.5939255598350424 0.59594663581810881 8.4532486902025976 2.0109555621165773 38.517943278035091 76.24826160480734 6.1829015323746708 5.4087889671791372 1.972164296923437 10.161622985717257 24.701617138642177 13.389331319616758 4.9601256224559647 0.92578644119202991 25.436131260306865 49.754489693543292 0.97407754621235376 15.566263791726668 7.2102062495541803 13.674320933059787 4.526063601311761 1.2760922682355147 3.8298091313336045 19.011192041594771 4.0489268063101909
leaf_count=540 293 997 4223 862 4408 2413 394 725 1033 2644 345 40 579 86 5466 14578 1406 1374 202 2400 6639 2145 290 115 5557 5031 212 3498 1502 3301 233 60 263 1059 282
internal_value=0 -0.0121762 -0.00342852 0.0223501 -0.0334432 -0.0395465 -0.00742517 -0.00287084 0.0337688 0.0139649 0.000569958 -0.0438839 0.0195882 0.0132233 -0.00204516 0.00110287 -0.0166872 -0.0501874 0.0197847 -0.0204983 -0.0242571 -0.0265931 0.0391726 0.0163991 -0.0575344 0.015791 -0.0224448 -0.0276147 -0.0370203 -0.0250962 0.050171 0.0437676 0.0306826 0.0373297 0.0104589
internal_weight=0 314.722 222.997 168.345 91.7251 71.682 190.242 141.09 71.2789 97.0665 28.7003 3.18987 68.3662 14.8433 139.441 114.766 24.6747 42.2662 32.7543 49.152 29.4157 18.4918 56.4356 30.7821 30.8449 59.9129 47.5865 37.4249 21.8586 14.6484 24.5856 20.0595 31.8501 23.9713 7.87874
internal_count=75195 61848 40460 13347 21388 16980 35920 24613 3846 9501 3029 385 6472 626 24320 20044 4276 9344 4540 11307 7636 2870 3220 4338 6931 5893 10913 8513 5015 3513 1326 1093 1894 1349 545
shrinkage=0.1


Tree=27
num_leaves=36
num_cat=0
split_feature=2 2 4 9 12 2 12 14 0 2 2 7 7 9 14 8 4 9 12 7 9 9 9 9 9 9 4 2 14 4 8 12 9 4 14
split_gain=13.5 6.92632 2.70761 1.33142 1.37798 1.08736 1.09404 1.07106 1.04813 0.847667 0.79969 0.767369 0.704721 0.677712 0.670387 0.621723 0.620196 0.616334 0.57044 0.594668 0.556817 1.85976 1.55117 1.31823 1.89854 1.13748 0.862842 0.576425 0.547466 0.563177 0.519253 0.511207 0.686563 0.496698 0.664643
threshold=0.0010054484009742739 0.37426203489303594 0.07471791468560697 0.0067307462669978771 0.019146961374489731 1.5371959307231012e-05 0.00028987257016984628 0.13302692907022937 0.10394998639822008 6.9135967351030572e-05 0.9851846992969514 0.72673902790327483 -0.59438708241268068 -0.53355871336626615 0.11359856294578707 -0.25513706794028945 -0.0087445033714175207 -0.53378237695904607 0.011454113598761171 -0.72551458887219644 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 -0.19426910690630034 -0.1942085329469812 -0.17109090179196204 0.0050151178147643813 0.028907762840390209 -0.42219231106413263 0.10752806067466737 0.20120165702286638 -0.0033271617125619269 -0.12700737472605991 -0.00019141357188345862 -0.095771932541019913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 4 5 15 -7 14 17 -9 31 12 -4 -10 -5 16 -1 -2 20 -20 27 -22 26 -24 -25 -26 -23 -19 29 -14 -15 -3 -33 -17 -35
right_child=1 10 11 7 -6 6 -8 9 13 -11 -12 -13 28 30 -16 33 -18 18 19 -21 21 22 23 24 25 -27 -28 -29 -30 -31 -32 32 -34 34 -36
leaf_value=-0.051645114648443936 -0.051507233464212869 -0.048779611471466026 0.071411161039265605 0.026654498730490445 0.058857608980996651 -0.007878548730435966 0.01902769229445779 0.067383592466840114 0.015834670323023336 0.032475610469725615 -0.060723756530041743 0.068438572348319612 0.039568977941102923 -0.020496677983197806 -0.046251388790326989 0.057143575376677413 0.025030025761969006 0.00022326155959614805 0.091878766170047074 0.0090618872263859996 -0.061222071069321163 0.070890808897616495 -0.031820876383371013 0.027975203826659696 -0.062517703940563801 -0.0072137924474003651 -0.00010575819365041076 0.042462702745515696 0.014767151860295242 -0.041256590989775001 -0.05105943390724485 -0.014378098506540999 -0.043841898473578056 -0.023326895407797785 0.041349001067461318
leaf_weight=1.4958488341653717 2.7958798191393717 16.60108106178086 2.0242381316784295 21.491719332494544 7.6935062182892571 25.92960874052369 36.224565200987854 15.330125743639657 4.5742001072503617 12.734897339702 15.307654226875455 2.6999733746633856 1.1427923603914667 43.83982715223101 1.3398777210968535 9.8329761770146469 3.5788203326519605 13.298471528571101 0.92083463299786572 14.840067613215068 6.356299474136903 3.9435770453419527 19.961331597849494 15.864327225834129 3.9294390085269688 69.463851215536124 3.024816203629598 4.2675475445576003 41.627320283034351 3.5095634481112938 6.3662155407218952 18.208588666835567 13.981205239600966 2.1923775400500745 5.7726544860342957
leaf_count=80 513 4121 221 2336 426 2542 2679 917 1006 1469 4226 134 134 10174 130 411 159 1621 102 2133 1007 514 3602 2025 693 13979 363 749 5412 385 1316 4367 4865 99 285
internal_value=0 -0.0112908 -0.00414254 0.0254637 0.0183301 0.014663 0.00780289 0.0384594 -0.00908881 0.0515436 -0.0407825 0.0165571 0.0136572 -0.0210148 0.022376 0.0333047 0.00242867 -0.00497132 -0.0041366 0.0139005 -0.00616559 -0.00855237 -0.00567095 -0.0085895 -0.0033941 -0.0101747 0.0400729 0.0104851 0.0111311 -0.0214028 -0.0243721 -0.0345262 -0.0271753 0.0421083 0.0235469
internal_weight=0 328.549 264.451 143.617 92.7204 85.0269 62.1542 50.8966 213.447 28.065 64.0985 51.0039 48.3039 54.7802 22.8316 22.8727 5.07467 158.666 155.871 15.7609 140.11 122.544 116.187 109.219 89.2576 73.3933 6.96839 17.566 46.2797 4.65236 50.206 48.7909 32.1898 17.798 7.96503
internal_count=75195 63662 46083 11533 6681 6255 5221 4852 39797 2386 17579 6286 6152 12496 2466 1034 239 27301 26788 2235 24553 22183 21176 20299 16697 14672 877 2370 5931 519 11490 13353 9232 795 384
shrinkage=0.1


Tree=28
num_leaves=36
num_cat=0
split_feature=1 1 1 8 8 15 15 15 1 1 8 6 12 15 6 8 5 12 12 8 0 8 15 15 8 5 12 6 0 15 4 4 8 15 5
split_gain=14.0606 3.33817 2.22899 1.05378 0.912528 0.908802 0.818358 0.810949 0.767118 0.654622 0.619991 0.599787 0.736829 0.556935 0.478447 0.736538 0.452729 0.46241 0.43834 0.457909 0.425976 0.421138 0.67016 0.42864 0.412619 0.491091 0.40499 0.448124 0.560423 0.492753 0.389579 0.490419 0.37904 0.468552 0.376272
threshold=0.016509989276528362 0.10208990797400476 0.00052008061902597557 0.077007135153267584 -0.1063476647641533 -1.0394642029331951 1.2991545835695379 1.1720649671890164 1.7136442693299617e-05 0.57421419024467479 0.30098918471184172 -0.2356508642017402 0.011821100619719332 0.96432239568941502 -0.14366649571060147 0.03404967477991077 -0.34217109732402717 -0.0097727932725676179 -0.0017415730346625714 0.23896144437066624 0.065285298973321929 -0.27519569207647093 -0.07294151712334758 0.12334644475552421 0.1067132746752279 0.34518551954570093 0.023086293620340325 0.14470122552635381 3.9206011933856651e-05 -0.83298035056933639 0.00030921073630452161 -0.027742934878915545 -0.058476063303254576 0.14941756020668182 -0.076986359521910491
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 9 16 -1 10 8 -7 20 11 21 14 26 15 -13 17 -2 -5 -20 -3 22 -4 30 -6 -26 27 29 -29 -10 31 -23 33 -14 -25
right_child=1 3 6 18 24 7 -8 -9 13 -11 -12 12 32 -15 -16 -17 -18 -19 19 -21 -22 23 -24 34 25 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.031092508307960648 0.16121725931340519 -0.038269168775304202 -0.0052061212014175746 -0.048769065905860887 -0.0066593357534509515 0.047693364538611054 -0.087638154566989493 -0.048975947225787207 -0.039130615002925098 -0.045861292283482173 -0.060736587165229408 -0.0058615748389695237 0.063438135375248964 0.0792789898659053 0.0041689933557969025 -0.0807111587450976 0.0068693878176675563 0.022673217660453323 -0.022676972433858418 -0.048911240316941995 -0.012005391437070821 0.029738418572006365 0.056254874640406363 -0.055222334369437354 -0.024805568173815996 0.092875089158615295 0.057074935037171565 0.044100580204500903 0.0053467577934758108 0.031536437641707625 0.027988752071039166 -0.0085392903994076213 -0.0079584488140543534 -0.0036366251011896705 0.0040981526997692615
leaf_weight=2.4347111291717729 0.3835637517622672 7.183153355785179 2.4941339463694021 25.328052669203316 63.084878050758562 23.053110021704924 0.86577686201780935 1.2580168938147824 1.0118866513948876 8.3660182787862123 1.2305177474336222 5.8714073411829295 4.236212219344452 1.9582604799652461 56.093396468902938 1.6939637798932379 31.519460717398033 0.64773872129444388 20.973170778641364 9.7446963310794654 44.021625579422107 5.5814278837642624 6.1453757125709654 1.1835967789520498 20.792018229549289 0.36076304511516255 3.767276407510507 4.5969670930644524 19.820945936226053 39.677267924693297 22.882161730987718 8.3615050353691895 1.6198669078730734 1.3809520746144697 11.071075504529288
leaf_count=150 70 1546 266 6386 12996 1139 74 72 90 2280 225 717 374 91 7641 226 4932 167 6003 2497 10293 713 611 167 4989 90 210 238 1765 2766 2506 1048 215 135 1356
internal_value=0 -0.0171418 0.0177998 -0.0291872 -0.00521723 0.0292362 0.00926227 0.03078 0.0318487 -0.019927 0.00990838 0.0105843 0.00442254 0.0266919 0.000985183 -0.0226212 0.00900264 0.0742008 -0.0390298 -0.0309993 -0.0156897 0.0181526 0.0385117 0.0145688 -0.010712 -0.0227985 0.0251967 0.0233522 0.0126426 0.029779 0.0199599 0.00678347 0.0346584 0.0469481 -0.00163122
internal_weight=0 232.405 228.29 115.617 116.788 97.5784 130.711 95.1437 93.8857 59.5708 129.846 128.615 70.8958 70.8326 63.6588 7.56537 32.5508 1.0313 56.0459 30.7179 51.2048 57.7193 8.63951 49.0798 84.2377 21.1528 68.8743 65.1071 24.4179 40.6892 36.8251 13.9429 7.23703 5.61716 12.2547
internal_count=75044 52249 22795 29005 23244 6521 16274 6371 6299 14119 16200 15975 9308 5160 8584 943 5169 237 14886 8500 11839 6667 877 5790 18075 5079 5069 4859 2003 2856 4267 1761 724 509 1523
shrinkage=0.1


Tree=29
num_leaves=36
num_cat=0
split_feature=1 2 2 2 2 1 13 10 10 11 10 0 10 10 6 6 10 10 2 10 10 1 0 6 10 2 6 6 10 11 10 12 1 10 2
split_gain=12.3536 2.80317 2.79786 2.16899 1.63142 1.30975 0.926551 0.910787 0.781034 0.722882 0.712597 0.694902 0.933913 0.668253 0.644392 0.66069 0.643013 0.635033 0.642705 0.598124 2.83893 0.563926 0.567255 0.552529 0.54574 0.536882 0.794692 1.22611 0.537651 0.525085 0.522994 0.515874 0.826088 0.510107 0.574443
threshold=0.030648089945316318 0.12576947361230853 0.015680215321481231 1.5371959307231012e-05 0.77786675095558178 0.0032260640291497116 -0.002563067233165009 -0.45134524409882903 -0.4509362535116449 -0.010882060557109127 -0.071249042959035225 0.031420873478055007 0.68616721963547589 0.69028921691837231 -0.38089271679954539 -0.3241192919459322 -0.11845079918893441 0.68616721963547589 0.89797005057334911 -0.19682937657470329 -0.19654991179956058 0.095484782010316863 0.016855994239449505 0.12500264630499106 0.52295549283151466 0.008458635304123165 -0.20613425824576856 -0.19336773038971758 -0.2549038877618795 0.011398385989185958 -0.2260805653022199 0.0030147417312553484 6.810554623370991e-06 -0.084175616929424532 0.00026504177367314702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 29 7 6 14 -4 -9 -10 -6 12 -7 23 -5 -16 -2 18 -3 -11 -21 22 -22 33 -12 30 -27 -28 -29 -1 -13 32 -17 -8 -35
right_child=2 17 4 5 10 11 13 8 9 19 24 25 -14 -15 15 31 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31 -32 -33 -34 34 -36
leaf_value=0.043257643755470532 0.035513479715651948 -0.012980878582774524 -0.071828251684491154 0.048086213799065698 -0.029785917182619727 0.00090036277048008363 0.0086507319559672672 0.041323443942659216 -0.035336626308486614 -0.031199294084305464 -0.060381892890840963 0.14481603910847649 -0.08704455685493967 0.098570607026082058 -0.040564582242585689 0.089413986053951358 0.00095190671952234912 -0.11662931508512182 -0.072246457907905612 0.072360967779219118 -0.062743254503222462 -0.02236412623658866 -0.0018604080300154296 0.00083301351720601572 0.096755825970241946 0.03230196483413484 -0.18212385461011796 -0.079160731757590766 0.013398067301186107 -0.020498623087892208 0.039930283139401779 0.040740227303000698 0.0077969730185195128 0.050711175361571575 0.018022273885773581
leaf_weight=31.482168983086012 6.9466847516450825 6.7606711792177485 3.1632692247076184 14.699011752556542 18.757691222483118 70.005398688692367 26.497797477437416 2.2176008967217049 21.21844581066398 18.648540697613498 16.326022725526858 0.55608283434412475 1.2286867927177798 0.90277519938535888 1.56668280460872 1.3487115843454436 23.9161539858178 0.90847986791050139 2.5088476215896662 3.8598793772980562 1.614187219383896 47.28558063066157 29.462512622776558 28.268562413562904 0.22404955353704181 7.4035467377689193 0.42715269164182235 0.77372488059336308 3.3224021043715757 1.3470377586781968 3.276787865892401 13.311772915374602 15.402926522598134 7.9745332813618033 16.496643174999917
leaf_count=1616 1174 1740 666 1126 5800 10742 2111 509 4242 4441 4799 79 166 60 154 74 4256 72 631 834 278 12223 6691 2925 76 1152 14 135 716 59 559 1020 1592 648 1664
internal_value=0 0.0145868 -0.0188743 0.0167121 -0.0241083 0.0130318 0.0195284 -0.0188395 -0.0174911 -0.0185594 -0.0431303 0.00358729 -0.000616562 0.0130205 0.0307859 0.0227461 0.00873111 -0.0368413 -0.0290214 -0.0150302 -0.011363 -0.0154869 -0.00502279 0.0120458 -0.0582546 0.0225888 0.0121256 -0.0208985 -0.00408553 0.0406416 0.0551474 0.0260454 0.0143681 0.0182646 0.0286748
internal_weight=0 256.47 193.641 246.292 162.778 213.463 126.469 127.47 124.307 122.089 35.3078 86.9938 71.2341 80.1403 46.3291 31.6301 30.8628 10.178 9.26952 100.871 82.2222 78.3623 31.0767 79.2375 16.5501 15.7597 11.9268 4.52328 4.09613 32.8292 3.83287 30.0634 16.7516 50.969 24.4712
internal_count=75044 29055 45989 26612 40559 24937 11374 29884 29218 28709 10675 13563 10908 7408 3966 2840 5430 2443 2371 24467 20026 19192 6969 7348 4875 2655 2017 865 851 1675 638 2686 1666 4423 2312
shrinkage=0.1


Tree=30
num_leaves=36
num_cat=0
split_feature=1 1 0 4 4 0 12 15 9 15 12 9 12 9 9 4 12 10 10 10 1 15 14 12 0 12 14 14 1 9 9 4 10 10 10
split_gain=11.4621 3.08011 1.05775 0.941945 1.31388 0.930977 0.803789 0.690781 0.689903 0.711848 0.539657 0.523181 0.5078 0.836334 0.466585 0.460276 0.441711 0.418726 0.54692 0.423203 0.410658 0.376909 0.47497 0.338567 0.390759 0.341019 0.328844 0.521893 0.326209 0.31584 0.571201 0.402007 0.342139 0.601009 0.30848
threshold=0.0083703729324042814 0.13806189596652987 0.00016193730698432776 0.00052546057850122463 -2.3961085389601063e-05 0.080486506223678603 0.013800365395040346 1.2991545835695379 -0.42449237182921723 -0.2100285380443446 0.0035033722993224954 -0.53233372152113001 -0.005747355012666858 0.070334891574211425 0.120758926544192 -0.0068976329639554015 -0.014766112777283727 -0.45134524409882903 -0.4509362535116449 -0.44048229246692833 3.3524884202051915e-05 -0.91408749125019562 0.66126849048607339 0.0095449849274921311 1.6689489712007347e-05 0.00072278617154078668 0.81553944527464706 1.0955309630343979 0.0032260640291497116 -0.42447059611136456 -0.42449237182921723 0.0068138809874653825 0.434768163754151 -0.039088435857005228 -0.093238773608219069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 4 5 -3 12 20 9 -1 -11 -7 13 29 -6 -13 -5 -14 -19 -20 -4 -10 23 24 -23 -26 -24 -28 -22 30 34 -32 33 -31 -2
right_child=1 3 7 16 14 11 -8 -9 21 10 -12 15 17 -15 -16 -17 -18 18 19 -21 28 22 26 -25 25 -27 27 -29 -30 32 31 -33 -34 -35 -36
leaf_value=-0.034473050692826371 0.0011656121373275433 -0.063654590800773445 0.045047692491094554 -0.065139465684745185 -0.045637074491771665 0.02363921506804104 0.022606405016285167 -0.079032424905333298 -0.020053474264871453 0.046819470623668258 -0.0087202215310897713 -0.0085842719610527418 -0.059316569216021409 0.010159152645493266 -0.078248712115853034 -0.031451147054295414 -0.0085860297572173099 0.031519610470211179 -0.066854820931695522 -0.0042297554540857889 0.016646951511953872 0.045123680390257458 0.08587911381753402 0.049277628719542395 0.033735285472226012 0.0053439988128667903 0.0030537661730821669 0.080098428628303658 0.0054501326306125491 -0.034403308584583174 0.099647345186804875 2.0219163648826143e-05 -0.067252368421758843 0.03423943395654571 -0.048004874992788528
leaf_weight=2.907491733552888 2.3850591044174507 5.5928349452879038 4.2968277868785654 1.4677388501877455 13.870919475841221 2.5585511713870792 9.5870697258796991 0.79210984939709206 1.1529413950629521 4.278365256264804 2.9597944188863039 13.88507702468632 1.3591650421876682 7.9220180266856906 6.4166993664402971 24.047268135553171 23.392487570541562 4.2961646001785985 1.0898817268316623 108.83977707681333 96.727916330928565 8.167352896009108 3.1432103286497286 9.5261327122861967 7.8905448813748107 9.1211384657653962 1.7679769935784864 1.7489941241219638 35.595143492464558 14.387539413859487 0.70480501139536744 0.95222806697711349 2.6334940976230419 1.3996164163399942 2.7436185207916424
leaf_count=145 443 1459 327 297 3221 645 1788 72 85 173 119 4219 329 1910 1680 6631 6414 788 268 22622 9697 416 170 517 552 592 107 87 5005 2878 123 149 309 349 458
internal_value=0 -0.0138928 0.0187013 -0.0285276 -0.0347463 -0.025411 -0.00545841 0.0140831 0.0307511 0.00732044 0.0241084 -0.0201286 -0.00726766 -0.0181826 -0.0559517 -0.0230808 -0.0119249 -0.00413927 -0.00348272 -0.00485064 0.0146229 0.0363421 0.037914 0.0332198 0.0271446 0.0185128 0.0623747 0.0413682 0.013635 -0.02709 -0.00864696 0.0423958 -0.033884 -0.0283178 -0.0251385
internal_weight=0 249.532 190.076 91.2316 66.3714 46.0837 158.3 137.412 52.6639 10.1457 7.23816 40.4909 148.713 33.1284 20.2876 37.9323 24.8602 115.585 114.226 109.93 136.62 42.5183 41.3654 34.7052 25.179 17.0117 6.66018 3.51697 132.323 25.2064 6.78571 1.65703 18.4206 15.7872 5.12868
internal_count=75044 56980 18064 24566 17855 12954 32414 15101 2963 437 292 11495 30626 6619 4901 10850 6711 24007 23678 22890 15029 2526 2441 2077 1560 1144 364 194 14702 4709 1173 272 3536 3227 901
shrinkage=0.1


Tree=31
num_leaves=36
num_cat=0
split_feature=3 3 3 1 6 3 14 14 6 5 12 3 5 14 3 14 2 12 2 2 3 6 14 1 2 3 6 3 5 5 5 5 12 12 1
split_gain=13.2192 2.93308 2.4251 1.82321 1.8943 1.00404 1.03887 1.14623 1.13037 0.997336 0.931027 0.704857 0.645072 0.628078 1.93046 1.00738 0.662929 0.650078 0.64481 0.607907 0.603221 0.767437 0.638591 0.591952 0.786276 0.765596 0.695579 0.583958 0.552506 0.535529 0.532478 0.655845 0.493568 0.486262 0.455026
threshold=-0.044639057352469529 0.1917944362794515 -0.44378728792071337 0.0043834147509187469 -0.30938811389264231 -0.99383065162692208 0.13838446520799239 -0.8147107852627814 -1.276101767212741 -0.069795830092512001 0.013800365395040346 0.9779121071114788 -0.07633561501518045 -0.340211837571959 -0.98500787093507813 -0.17283536194976054 2.3806328499631494e-05 -0.0031611732441922829 0.00011945443839067595 0.18483023345470431 -0.87592498236335803 -0.84146100144188885 -1.4467564503334238 0.090677477419376387 0.037529459223151214 0.015426201745867731 -0.21190467113108449 0.11744078155606986 -0.06805074267123222 -0.11805526221712748 -0.011001367243160221 0.00066278666464430352 -0.0065604786763417749 -0.0033271617125619269 5.6172104450524791e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 32 6 7 -1 -9 -8 13 33 29 14 18 -15 17 -17 -7 23 -16 -22 -23 24 25 -5 -26 -6 -14 -4 -13 -32 -2 -3 -12
right_child=1 11 12 19 27 10 9 8 -10 -11 34 30 28 15 20 16 -18 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.12041978809214959 -0.013072680691740911 -0.043544245607040941 -0.006272380740876167 -0.019554885517401178 -0.012746096106298253 -0.098155945229991923 0.0040983784047231644 -0.12021550706757207 0.023986735455719419 0.077434009747036736 0.081461814255319842 -0.072896941190411416 -0.085884479759785803 0.053916914200883431 -0.0081591695859645139 -0.0090507782662274088 0.012886662271572279 0.046776529179026832 -0.0057599778767195645 0.021651193428187547 -0.082478995298179369 0.13501707782085867 0.029987978921392294 -0.026339437816796363 0.00798889217658438 -0.080525257276818377 -0.020760800268181098 -0.11476277047218793 -0.004136990307973069 0.01956094541108111 0.025155412268736063 -0.049473893012504266 0.041363126472388594 -0.022788069347341188 0.035534643394401148
leaf_weight=1.2006352471653396 1.8863593600690389 17.274381187569816 11.315956996986641 19.812131181417502 11.070758758374719 2.2734883665107222 2.2969025698257601 0.56091089971596986 17.607525238243397 9.6265723034375679 2.8489288468554141 7.7645049503116743 0.84342112328158592 8.2865300150297099 6.8454623903380751 2.5404818531824285 63.68812312578666 11.654068237403404 1.1310875215131089 4.1281750823545726 0.57308015623130337 0.61748155811801808 9.2650747825100428 43.51423569709732 24.077963536736206 2.2984242605161844 12.93719822373532 0.59105527494102794 41.894545492119505 27.589049145986792 1.4325537008116933 6.6154854720734875 14.234154976205902 32.563843000607449 8.8851165047672094
leaf_count=37 199 4666 2134 3705 1412 149 136 54 1524 615 147 2538 149 983 604 179 8946 679 112 1268 52 38 1006 10679 4490 447 3099 52 7084 3050 568 1901 1210 10356 776
internal_value=0 -0.0184907 0.0165979 -0.0100358 0.012784 0.0241506 0.0400841 0.0257884 0.0195348 0.0633069 0.0199469 -0.0358188 0.00273062 0.0170112 0.00137255 0.0207691 0.0172422 0.0367848 -0.0674596 -0.0159738 0.0149176 0.0300263 0.0365504 -0.0174871 -0.0109721 -0.0258928 -0.00205944 -0.0179166 -0.00575025 0.012047 -0.0542143 -0.0361899 0.0349933 -0.0299823 0.0466854
internal_weight=0 200.201 231.544 134.55 27.7823 149.901 31.2925 19.3691 18.1684 11.9235 118.609 65.6508 81.643 106.875 20.7057 86.1692 77.8827 14.1946 3.40458 106.768 17.3011 10.4556 9.88256 102.64 59.1257 22.1106 37.0152 11.6618 42.738 38.905 15.8125 8.04804 16.1205 49.8382 11.734
internal_count=75044 46590 28454 26561 2873 16037 2366 1615 1578 751 13671 20029 12417 12748 1961 10787 9804 858 261 23688 1700 1096 1044 22420 11741 4152 7589 1464 7233 5184 5007 2469 1409 15022 923
shrinkage=0.1


Tree=32
num_leaves=36
num_cat=0
split_feature=3 1 3 3 4 0 3 10 3 10 12 4 11 10 10 10 10 4 10 4 4 8 3 8 10 10 3 10 3 10 12 12 4 3 4
split_gain=12.3707 3.39099 1.76053 1.40372 1.15914 0.84955 0.788549 0.713576 0.642633 0.808355 0.655103 0.551061 0.537223 0.769912 1.41826 0.729052 0.607451 0.531713 0.518124 0.517011 0.581714 0.481156 0.477902 0.750005 0.607351 1.52891 0.453592 0.438176 0.710811 0.634269 0.61167 0.609319 0.655218 0.442592 0.425541
threshold=-0.056167266331613057 0.0072391419671475896 -0.48988643242046231 0.54305325802124582 0.1150651089847088 0.00016193730698432776 0.13087703930796127 0.33426467308496838 -0.99687453180376895 -0.20245903940376075 0.016587584052325601 0.047391742467880256 -0.00070813034537293366 0.6861634150630862 0.68616721963547589 0.64947619358047581 0.72015633900758502 0.015202635899186136 -0.071665276327159258 -0.00028449308592826123 0.00030921073630452161 -0.23235988093403651 0.012618996202945711 -0.055235133940037269 -0.19682937657470329 -0.19654991179956058 0.03195627965033055 -0.064153204424954355 -0.89473218330749649 -0.010397492404113218 -0.015282205377079272 -0.0012265733846983115 -0.081680402639904046 -0.87592498236335803 -0.1605038736015558
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 12 6 11 7 -2 -7 -10 27 17 -3 15 -15 22 -16 21 -5 -20 -21 -1 23 -14 -24 -26 -6 31 30 33 -29 -11 -33 -30 -4
right_child=1 3 34 18 26 8 -8 -9 9 10 -12 -13 13 14 16 -17 -18 -19 19 20 -22 -23 24 -25 25 -27 -28 28 29 -31 -32 32 -34 -35 -36
leaf_value=0.014867836165459496 -0.010055162211726577 -0.025777761095444093 0.054880771116459129 -0.029366219664693584 0.024598839794934199 0.041161533646556718 -0.065178774153761984 0.027325545800693879 0.050528838005533865 -0.0078192861282325287 0.044741589304542924 0.063197624867373278 -0.032671167326608457 0.06095689145039887 -0.067827943376671293 -0.054148587455326053 0.032694952190365785 -0.0082842010935692215 -0.027756272787759557 -0.076331373690933485 -0.031927467951633468 0.042761344802994393 -0.040558846657131803 0.010252714297121598 0.1054289977135094 -0.016678787372089433 0.072332127180937761 0.10624977613841589 -0.076792709906810697 0.065015718311766044 0.028747018294476057 -0.044161500229950842 0.017982694143824939 -0.00082672881326277493 0.0029611821791148533
leaf_weight=8.7550883654475893 15.981068172521196 54.579384816024685 1.6129804213414889 24.965385731127753 10.163647121196844 10.876215901553222 1.894436559814493 7.5049704867415121 6.1323072564628083 21.450733165402195 6.0244217081490197 6.0674873069801825 5.4942617211490896 3.6823181430809191 1.8067604010575453 4.6115837558172634 0.90089388040360052 3.206611402827547 6.4915266238822396 9.1943357297568564 4.3443283518645321 21.059534633473962 10.135337918618456 15.71052677555417 1.0676322760409664 25.926484310082749 2.4757003268314284 1.0898854013066781 0.83518964552786101 1.3877086324137042 15.507546491695393 1.805116909847128 28.227316044401967 9.3861529077985306 74.118479365075473
leaf_count=484 2246 12516 217 7809 864 912 396 728 1046 2919 498 355 1221 664 269 699 99 190 2550 2489 1633 1116 2671 3634 272 7142 226 139 149 273 2271 205 2976 1899 11321
internal_value=0 -0.0177764 0.0163772 -0.0238498 0.00920559 0.0229513 -0.00311625 0.00188985 0.0181767 0.0154549 0.0129456 0.0354985 -0.0183565 -0.0125146 0.0205585 -0.0158721 -0.0343818 0.0304089 -0.038978 -0.0509581 -0.0620829 0.0345704 -0.0128461 -0.000869068 -0.0196863 -0.0118494 0.0339485 0.0105419 0.0205599 0.00157865 0.0338363 0.00505325 0.0142475 -0.00703394 0.004067
internal_weight=0 206.931 217.543 168.911 38.0198 141.811 25.3805 23.486 102.723 91.8464 85.7141 39.0887 123.915 69.3358 6.38997 62.9458 2.70765 33.0212 44.9956 20.0302 13.5387 29.8146 58.3342 21.2048 37.1295 26.9941 12.6393 79.6896 28.2065 11.6091 16.5974 51.4832 30.0324 10.2213 75.7315
internal_count=75098 48128 26970 43668 4460 15432 3370 2974 13287 12375 11329 2145 29187 16671 1032 15639 368 1790 14481 6672 4122 1600 14940 4855 10085 7414 1090 10831 4731 2321 2410 6100 3181 2048 11538
shrinkage=0.1


Tree=33
num_leaves=36
num_cat=0
split_feature=3 3 4 3 9 6 12 9 4 13 9 9 9 9 12 6 3 9 4 3 3 9 2 14 13 3 3 4 13 12 6 3 6 3 14
split_gain=10.6948 2.86429 1.73069 1.58502 1.83357 1.23431 0.875825 0.807442 0.689103 0.653611 0.577047 2.11498 0.998088 0.732482 0.555295 0.567502 0.685388 0.548293 0.622837 0.548878 0.547816 0.545584 0.539901 0.527816 0.508336 0.497625 0.496314 0.490416 0.483608 0.476793 0.650634 0.474185 0.630758 0.85712 0.577499
threshold=-0.056167266331613057 0.1917944362794515 0.13025752454996112 -0.78673037607222784 -0.19329089027464405 0.104265745993654 0.012160410320889865 0.1230869677104318 -0.07701546978205441 -0.0022583078531891497 -0.42447059611136456 -0.42449237182921723 -0.53355871336626615 -0.53378237695904607 -0.0062904742662815262 -1.2254669402349563 -0.9972915466150879 -0.38420737783299996 0.31606793031096464 -0.92873594909906376 0.9779121071114788 -0.38420737783299996 0.022067401558160785 0.36142305754485943 -0.00049847212633044797 -0.0031730681657791133 -0.012411603704094885 0.0090213897638022917 -0.0028867601832062721 -0.018104567957747109 0.41333455345525832 -0.98881143951439288 -0.27742486485745338 -0.99383065162692208 0.1285372531251843
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 6 25 8 -5 -1 -3 11 12 13 22 -10 -16 24 19 -19 23 -11 -12 -2 -18 -17 26 -4 -13 -9 -6 31 32 33 34 -31
right_child=1 9 5 7 29 -7 -8 28 14 20 21 27 -14 -15 15 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=-0.041532542472987932 -0.10430473207011931 -0.017264495311890511 0.023298019982330664 0.011476074256239994 0.088629263184545448 -0.044781701382673955 0.039677335376221867 0.011920292138456062 -0.014746593807184891 -0.034005589966392663 -0.044753006276045997 0.062103607122609088 -0.040004033225478991 0.024534428363697285 -0.059642778645685207 0.0851263990685725 -0.0047896485764760584 0.028463452960022645 -0.055056995442258096 0.027237319854606604 -0.058762637336830327 -0.0147528354464609 -0.011338894099512942 -0.075755195027441727 0.025816498024194667 0.047816206477578171 -0.04749483370263663 0.016000186003595689 -0.018719338474319534 -0.027687151323549226 0.017995967974177442 0.032953704831291314 0.078716780874769479 0.097611365711478076 0.040935377215496782
leaf_weight=2.656070761877344 0.79912494670134071 16.476379405146872 6.1622897599299904 79.835123150362051 1.9067442983505305 2.5107051945233243 10.507164950540753 7.4197065983607926 7.3638323283812488 34.347344335379603 6.5251522407343137 4.5863295765593666 10.636199700151336 6.3481953678419831 0.99844738957472046 2.2600675123976544 12.910367971053349 16.967848669490213 0.94246399326948349 5.2914276201627137 12.081919998534429 85.400801811600104 2.8619188962620683 1.1406611612765107 4.0075079601956451 8.1484101935348008 1.1799517665058381 4.6430969315115362 16.85054221743485 1.8555271071236346 12.140215606137643 14.965126269846225 7.4332724544656212 1.7764859459712168 3.6167529028025456
leaf_count=281 116 5402 625 10416 245 395 666 1550 1016 10681 1101 675 2012 1143 96 141 876 1765 89 426 3975 19716 685 72 205 870 184 548 3738 196 1879 2231 641 150 291
internal_value=0 -0.0166548 -0.00868106 0.0154398 0.0238834 0.0202607 0.0132406 0.00662029 0.00814738 -0.0343757 -0.0129585 -0.000884591 -0.0186746 0.00399089 0.0106907 0.0148983 0.0166084 0.0114609 0.0240685 -0.00021315 -0.0404479 -0.0168823 -0.0316313 -0.0105506 0.0472035 0.0308027 0.0119211 0.0389101 -0.00935244 0.0397269 0.0374955 0.0454804 0.0582485 0.0372593 0.017667
internal_weight=0 202.708 139.802 212.845 108.74 18.0014 65.0459 104.105 54.5387 62.9056 121.801 29.8749 20.6454 10.0092 51.8826 44.5188 43.5203 37.2528 17.9103 19.3425 46.4293 91.926 3.66104 14.051 6.26758 15.4907 7.34224 9.22943 24.2702 43.6941 41.7874 29.6472 14.682 7.24877 5.47228
internal_count=75098 48128 28070 26970 11266 2074 5633 15704 4967 20058 25996 5179 3956 1944 4686 3670 3574 3228 1854 1374 14656 20817 801 948 346 1679 809 1223 5288 5633 5388 3509 1278 637 487
shrinkage=0.1


Tree=34
num_leaves=36
num_cat=0
split_feature=0 8 9 5 5 5 9 9 13 5 7 4 9 8 12 4 5 7 4 4 8 5 5 5 5 5 5 4 4 5 8 5 12 4 7
split_gain=6.32997 2.42939 1.11691 1.02882 0.975043 0.974198 0.973813 0.851894 0.791192 0.793635 0.724087 0.945885 0.797876 0.684054 0.674836 0.711869 0.593516 0.683909 0.563072 0.55094 0.528789 0.486922 0.999287 1.2217 0.66048 0.849023 0.486345 0.478266 0.680494 0.477207 0.460677 0.639591 0.543832 0.456555 0.449488
threshold=0.0068675912916660318 0.084565645391212016 -0.42447059611136456 -0.3956616194351133 0.29191544671220454 0.29921107921902473 -0.42449237182921723 -0.24462880965688508 0.0029010533304563136 -0.01436983011459903 0.053735371133603139 0.078687675297260298 -0.53748176132767578 -0.42434158535139771 -0.012539529670912467 -0.010987783782184122 -0.17495006221503898 0.19158368082815833 0.049690229818224914 -0.0024303042737301435 -0.076675441649195417 -0.014428236688908068 -0.07683836389876296 -0.076986359521910491 -0.10928457849172868 -0.10958662241655349 0.0080696933366163365 0.0031338471453636889 -0.0001662430877331644 -0.53977398870929572 -0.037214429836922629 0.28912886105952978 0.017286650560107957 0.0050151178147643813 0.094583916404664528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -1 10 8 34 -6 9 -5 12 21 -2 -10 -11 26 17 -13 -9 -17 -18 22 23 24 25 29 -16 28 -4 -12 32 -32 -14 -27 -3
right_child=1 2 27 5 7 -7 -8 18 13 14 11 16 30 -15 15 19 20 -19 -20 -21 -22 -23 -24 -25 -26 33 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=-0.078000234364792476 -0.071633293541086884 -0.021854527228760356 -0.024930313886447966 0.027079800236626591 -0.13068464417420453 0.10439921485000446 0.066266068740402084 -0.049655141858106572 0.063544871305194137 -0.064244294829927912 0.11458332087388008 0.0087766325313486191 0.0078039493517610449 -0.0016182988943413059 -0.024449631629346755 0.04749318873254274 0.024691766908859547 0.12192146660977346 0.019411286010086504 0.013877414566496687 -0.021136780032287084 -0.0051561751445105648 -0.050186465545871264 0.047618408924382682 -0.046895030805802582 0.086107616288621666 0.015081923359279629 -0.014031385755056587 -0.049563375570458992 -0.024142421792494102 -0.0054340393517844652 0.05280789202163963 0.056103343826121303 -0.0041632466568046608 0.016885425228847832
leaf_weight=1.1474492899433233 1.4202175748941943 10.294332872668745 24.459602606402768 67.492814190831268 0.92773627959832072 1.2660617712244846 1.8601563251577324 3.5776310969231409 1.7059931510302728 1.1858414689777408 0.25474948844930878 1.1228018500842147 56.996115757865482 28.920350626271102 7.458817109349182 5.9004983434569978 5.7795935753092627 1.0191393273998981 1.7616352822224142 28.065768760861832 4.4611030325322636 24.16628014613525 9.9725225073343626 2.9736464818706727 6.5683572309790188 1.3056886005215358 5.3403253840660909 12.369349473403416 20.710370328866702 9.3126446295354963 48.877392732079898 1.9611732044722874 2.4306252504757131 0.98138268024194975 4.2239317074709115
leaf_count=184 258 2445 7942 6669 92 114 291 921 126 155 85 230 10659 3250 553 440 810 97 241 2288 714 6070 2430 578 1270 239 473 3382 5891 2256 11790 396 323 159 1277
internal_value=0 -0.00956086 -0.0248954 0.0163228 -0.00346257 0.0170574 -0.00185547 -0.042236 0.0163004 0.0200911 -0.00210962 -0.0102519 0.00284182 0.00201151 0.0102543 0.0121434 0.0147404 0.0626111 -0.0268674 0.019717 0.00472771 -0.0158244 -0.024043 -0.011858 -0.0214581 -0.00736395 -0.00795545 -0.0314536 -0.0362245 -0.0204486 0.00380106 -0.00318727 0.00977945 0.0473724 -0.0105836
internal_weight=0 259.788 73.9177 148.484 185.87 147.336 16.3784 6.267 146.07 115.444 179.603 67.9179 111.686 30.6263 47.9513 46.7654 12.3826 2.14194 5.33927 33.9663 10.2407 55.5353 31.369 21.3965 18.4228 11.8545 12.7991 57.5393 45.17 9.56739 110.265 50.8386 59.4267 2.28707 14.5183
internal_count=75098 60846 21228 14252 39618 14068 4013 1254 13954 10578 38364 14938 23426 3376 3909 3754 1851 327 1162 2728 1524 13087 7017 4587 4009 2739 1026 17215 13833 2341 23168 12186 10982 398 3722
shrinkage=0.1


Tree=35
num_leaves=36
num_cat=0
split_feature=1 1 13 0 12 10 5 5 5 10 5 5 5 10 6 10 5 1 5 5 10 13 0 0 7 6 6 7 5 12 7 13 6 5 0
split_gain=7.71483 1.51461 0.962029 0.860919 0.691522 0.583057 0.678287 0.495303 1.3369 0.603031 0.493637 0.480457 0.589441 0.458495 0.438896 0.699433 0.575568 0.426431 0.409518 0.704952 0.404366 0.401502 0.566109 0.396424 0.359887 0.400295 0.359842 0.357678 0.351605 0.349791 0.34506 0.340729 0.339176 0.335635 0.382046
threshold=0.016509989276528362 0.39840555191040045 -0.0040033118173217232 0.00034585564571898436 -0.0058816731572073387 -0.45134524409882903 -0.00081876077156355076 -0.07683836389876296 -0.076986359521910491 -0.063758888514185152 -0.10546537967990641 -0.00081780026348783608 0.005799737490657938 -0.063758737991832751 -0.38089271679954539 -0.4509362535116449 -0.10728686415854045 0.97452569007873546 -0.07683836389876296 -0.076986359521910491 -0.06873155707901786 0.0064894628916732488 0.02420740015804768 0.23009403049945834 -0.38585316011613019 -0.78349537487772236 -0.6802658151579799 0.064167700446320725 -0.088322510308520258 0.0018066834198225362 0.089319802502538487 0.004586154359343929 -1.1064658676895942 -0.11805526221712748 0.021237388253211979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 20 30 -6 7 8 10 -9 27 23 -13 -11 15 26 29 31 19 28 24 -17 -23 32 -1 -26 -5 -7 -2 33 -4 -3 -8 34 -16
right_child=1 17 4 14 5 6 11 9 -10 13 -12 12 -14 -15 16 21 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.055165008786421665 0.015475482991531765 -0.025756192615551593 -0.021627098438248692 0.10443621271050846 -0.067086230704941505 0.0015845835091986397 -0.082605921004732921 -0.035081803576712589 0.035715256675058003 0.0091786857870376909 -0.039969341969748197 -0.033515728277516081 0.0018067921396462787 -0.02836415966768149 -0.014201689432520689 0.017495493199522431 0.0015147500729087667 -0.095774981301358475 -0.0049035560613293616 0.084923534696747738 0.032246270325719965 -0.022375121209056145 0.060606556862834997 0.097018388359394137 -0.026370199326213796 0.016413362766050772 0.026368515490726292 -0.025573697738695306 -0.032398456725435634 0.039934585935480216 -0.047731282819333684 -0.050027510897762223 0.016994937342340245 0.079022693172140945 0.040187449150629814
leaf_weight=2.1645887631457326 12.634757488398462 24.349974972101339 16.368226823276931 1.3196180164813998 1.8099513145571098 12.631224374716114 0.35357889160513778 20.603544245590456 5.9564764007227486 7.2473894282011315 6.7794231445295763 6.178185096941891 20.075562103396805 5.9021316704602196 4.5458732301340206 43.98642615809149 72.919426927343011 1.0674151253624575 22.229090693901526 1.362488904269411 28.985431371154846 5.3104103286750606 0.97270774253411207 0.60331236338242966 2.3829103349126006 26.58403355505288 1.0685122541617591 7.8713810906338031 1.7461273843364313 6.8037832486807019 7.3320656251598839 7.5858111684938185 10.350775406346653 0.60803811642108296 1.8040169234154744
leaf_count=122 3041 7977 3920 70 424 3257 52 6041 1078 2112 1404 1495 4932 1868 844 5287 10221 261 5593 232 2373 692 144 128 138 1502 112 2192 390 882 1722 2433 1721 83 355
internal_value=0 -0.0140142 -0.0101675 0.0137445 -0.0142558 -0.0108139 -0.00983973 -0.0158709 -0.00720601 -0.0244036 -0.016577 0.000916937 -0.00650551 -0.00767233 0.00942908 0.0166298 0.00505473 -0.0335996 0.00383601 0.016176 0.0237467 0.0141178 -0.00952849 0.0181501 0.015833 0.0128939 0.0695067 -0.00884205 0.00966263 0.0238121 -0.0297028 -0.0315214 0.013705 0.00804673 0.00125038
internal_weight=0 201.039 168.036 199.456 130.063 106.363 104.553 66.9916 33.2385 33.7531 27.282 37.5614 26.2537 13.1495 139.339 52.6577 86.6811 33.0032 37.9725 15.7434 60.117 50.2695 6.28312 11.3077 31.1315 28.9669 2.38813 20.5026 14.3809 13.7617 23.7003 31.9358 10.7044 6.95793 6.34989
internal_count=75098 52273 41602 22825 32346 26704 26280 17952 7931 10021 6853 8328 6427 3980 18690 6305 12385 10671 9256 3663 4135 6123 836 1901 1762 1640 182 5449 3431 2164 5642 10410 1773 1282 1199
shrinkage=0.1


Tree=36
num_leaves=36
num_cat=0
split_feature=2 2 9 2 14 8 13 9 12 0 2 9 9 9 9 9 9 8 9 2 2 8 2 2 8 12 2 8 8 2 12 14 14 2 13
split_gain=6.42676 3.14055 0.815292 0.839615 0.729149 0.671183 0.652489 0.631714 0.62674 0.607897 0.625431 0.611198 0.89696 1.67279 0.849267 1.80048 0.918002 0.758462 0.607594 0.562354 0.529991 0.51337 0.500185 0.489406 0.459712 0.445893 0.444989 0.439199 0.435343 0.42677 0.420666 0.422646 0.410933 0.504143 0.394006
threshold=0.001840391487348825 0.44843374192714697 -0.30398310229672548 1.5371959307231012e-05 -1.0242212525305026 -0.5975204254417269 0.003683151985124805 -0.10303716404179314 0.0016120848276880422 0.0068675912916660318 0.039385503157973296 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 -0.19426910690630034 -0.1942085329469812 -0.17109090179196204 -0.37074433618333924 -0.53378237695904607 0.89797005057334911 0.0049855005927383908 -0.056930634164830345 0.023621456697583202 0.093727353960275664 -0.16460288629789629 -0.0064209403807409813 0.012316682375967504 0.33119805526435525 0.14176414046054156 1.165633057098603e-05 0.0014843221838951902 0.10396256652466897 0.13302692907022937 1.9249533579568382e-05 0.0064894628916732488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 -1 -5 -6 32 8 -3 10 -2 18 21 22 20 23 -17 -18 -11 27 -15 -13 -14 -16 -7 -22 -20 -9 -19 -8 31 -26 -4 -34 -31
right_child=1 7 6 4 5 24 29 19 -10 11 -12 12 13 14 15 16 17 28 26 -21 25 -23 -24 -25 30 -27 -28 -29 -30 34 -32 -33 33 -35 -36
leaf_value=0.029027179305813135 -0.00048479265874720409 -0.034562656179193955 0.020674398002140659 0.045205801781536568 -0.092976366430034665 -0.019478514557623242 0.052397285778922324 -0.018411079887159697 -0.0037859582827949895 -0.01829611809708882 0.026934880535560542 -0.071879841762107294 -0.0073567997954197065 0.022667349516731335 0.027030472492277038 -0.040077186915069951 0.053343746925668158 -0.0054065262146985142 -8.3163709183255445e-05 -0.063289680915036423 -0.047273676310132788 -0.023295315185111444 0.043281861506481029 0.093139055329178558 0.0054580499714174382 -0.019562321219110276 0.040199361527141361 -0.084770855829270769 -0.029824036563791408 -0.023496112129976682 0.033186915674586669 -0.062499490373265479 0.056220195274372532 0.027615580137478585 0.012871129692384825
leaf_weight=10.592956854990915 32.089445018758852 18.130084633179653 49.890803518181201 2.6564987701131022 0.93783328327117743 12.332517737027962 1.5270208297297347 7.019478453468766 10.419372556360029 4.7304824601160371 11.229841183696406 2.8320792835438615 2.5485367183573535 2.1845885771908824 8.3815520196221751 8.8566554436983989 2.0826134985254603 76.24427255478804 4.5317420691717416 9.876423472658642 8.6081410398910574 9.3722012228099612 8.3137187915854138 1.2925245707156126 4.4503709122654964 17.840713067096654 6.9448760513914749 1.1625382416386854 8.0751153110613796 5.4810045857011556 4.25633904337883 1.1520819837460292 8.4136169687553792 23.017518124404887 6.526308355780202
leaf_count=481 4038 5224 5983 191 75 1021 103 3325 3200 1157 1289 477 342 477 1557 1868 341 19436 669 4164 1815 2059 1271 327 403 4052 1411 411 2468 777 324 105 522 2587 1039
internal_value=0 -0.0090459 0.018052 0.0053245 -0.00441276 -0.0101117 0.0229331 -0.0325896 -0.0233304 -0.00396944 0.00662332 -0.00662433 -0.00853718 -0.00633742 -0.00940648 -0.0052411 -0.00941547 -0.00627248 0.0118623 -0.0472278 -0.0246713 -0.0345697 0.0314009 0.035863 -0.00660973 -0.0285814 0.0242931 -0.0278398 -0.00774495 0.00260304 0.00948804 -0.00851666 0.0263166 0.0352726 -0.00372951
internal_weight=0 262.767 131.235 36.3786 25.7856 23.1291 94.8563 46.6079 28.5495 216.159 43.3193 172.84 156.633 144.428 133.566 104.933 95.2587 86.402 16.2071 18.0584 28.6334 12.2043 10.8623 9.67408 22.1913 26.4489 11.4766 8.18202 84.3194 13.5343 9.85879 5.60245 81.3219 31.4311 12.0073
internal_count=74989 61378 13611 2600 2119 1928 11011 16324 8424 45054 5327 39727 36490 33954 32341 25997 24113 22245 3237 7900 6344 2536 1613 1884 1853 5867 2080 3736 21904 1919 832 508 9092 3109 1816
shrinkage=0.1


Tree=37
num_leaves=36
num_cat=0
split_feature=2 2 11 0 2 14 13 14 13 12 14 6 8 2 6 13 0 8 12 6 11 8 6 14 6 6 6 12 6 6 6 0 8 6 0
split_gain=5.61932 2.88782 0.695062 0.584024 0.63366 0.579324 0.578252 0.571011 0.543008 0.486634 0.52391 0.516167 0.521683 0.433146 0.429487 0.42258 0.415066 0.396691 0.388334 0.444902 0.404895 0.419479 0.410927 0.40537 0.386889 0.41222 0.589939 0.37673 0.376284 0.44379 0.375278 0.375632 0.375247 0.375015 0.459848
threshold=0.001840391487348825 0.44843374192714697 0.0091776780323538573 0.0068675912916660318 0.039385503157973296 -1.2245355080666931 0.0034520048467891347 0.13302692907022937 -0.00026747906168258655 0.0033402265032027021 0.11359856294578707 -0.98052781318491877 -0.24366846997265951 3.5731038224184892e-05 1.3112533728790137 -0.0021940428684058678 0.0072304049972444781 -0.22221669840677535 -0.0058816731572073387 -1.2254669402349563 0.011966986489956057 0.13654261706712315 -0.87009835733174135 0.0466251872851145 -0.39735421295190065 -0.13588615311947722 -0.039729231783037812 0.016587584052325601 -0.84146100144188885 0.13753636608636496 1.2278910820938553 8.7218122644117119e-06 -0.53299756653756813 0.60522045865057084 0.00013105887774145233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 14 -1 7 9 -3 10 24 -11 30 -9 32 -4 -10 -17 19 -5 23 22 -22 -20 -7 -26 -27 -24 -8 -30 31 -13 -2 -28 -35
right_child=1 8 15 18 -6 6 28 13 16 11 -12 12 -14 -15 -16 17 -18 -19 20 -21 21 -23 27 -25 25 26 33 -29 29 -31 -32 -33 -34 34 -36
leaf_value=0.091572144018310778 0.063104372578641599 -0.01836306762555753 0.017962568130733159 -0.10455776220514067 0.027188154736289046 0.027869947130840053 -0.043661503024905644 0.046568040025456531 -0.11215452559581081 0.083872953359059185 -0.055365419274517824 0.067713886034746359 0.034441393525851377 0.022933769294053254 -0.071796968070050107 -0.060963266964796842 -0.038440244233217319 -0.0070729782342891182 -0.0022904617017738753 -0.014307617861113807 0.060201874581934836 -0.022596348925909834 0.015581451256874965 -0.015216450267800836 -0.020107784920061683 0.057704660200727946 -0.004265653079741083 -0.033078905840266591 0.021666384740424528 -0.011191497950955554 -0.055121763773178095 0.0032650647080920575 -0.00054130534416591675 0.063333799536356247 0.0087715737945206172
leaf_weight=1.0949279400520016 0.95622610033024358 18.635437184610055 3.9190486145962495 0.55520457669626821 11.248244652262654 10.519363994382724 1.6353350254648855 12.962512526748467 0.78713510313537227 1.4965453091426777 1.2104710682178836 1.0336973692756162 15.79402101574669 19.300202032536617 0.82209047107607958 1.9775982822029616 25.833243137687532 4.4162965621217136 80.299750114521885 33.759230052353814 1.8203454304602971 3.5219181371794539 13.893964675393361 34.766176239339984 5.1712246442475545 2.4323129624244748 13.729466611526748 1.7967896829068202 8.9762704509339546 7.5830749592278144 0.94730088816140856 7.2266690472679329 29.658916027507079 2.0860305649694038 5.951790832572442
leaf_count=58 80 6726 398 84 1289 1165 189 789 162 144 138 49 1459 2283 143 191 9436 388 18610 7963 265 875 2941 8628 552 259 1549 361 1047 1111 111 708 3815 136 887
internal_value=0 -0.00851305 0.0170124 -0.00364087 0.00681925 0.019168 0.0184965 0.0214839 -0.031455 0.0162599 0.00944723 0.0268268 0.0234121 0.0324295 -0.000468746 -0.0078931 -0.0406199 -0.023741 -0.00626094 -0.0157679 -0.00386398 0.00889354 0.0152269 -0.00619594 0.011414 0.00552016 0.0109966 0.0100092 0.0021004 0.00661967 0.00449346 0.0113302 0.00144659 0.00577737 0.0229319
internal_weight=0 258.355 129.464 213.099 42.6855 119.151 118.056 99.8616 45.2558 67.5989 41.1007 26.4982 25.0017 32.2627 31.4372 10.3129 26.6204 6.39389 170.413 34.3144 136.099 21.033 17.5111 115.066 39.8902 29.3708 24.1996 15.6908 18.1947 16.5593 9.20767 8.26037 30.6151 21.7673 8.03782
internal_count=74989 61378 13611 45054 5327 12634 12576 10229 16324 7157 4686 2471 2327 3072 4038 977 9598 579 39727 8047 31680 4442 3567 27238 4548 3383 2831 3302 2347 2158 868 757 3895 2572 1023
shrinkage=0.1


Tree=38
num_leaves=36
num_cat=0
split_feature=3 3 1 2 6 6 3 11 3 2 2 13 11 3 8 8 13 6 8 11 6 8 6 3 13 3 11 6 6 6 6 2 3 3 6
split_gain=7.41074 2.53293 1.21655 1.24404 0.658525 0.602056 0.562203 0.561137 0.537353 0.523055 0.515449 0.544259 0.562828 0.800063 0.490746 0.484176 0.47327 0.4584 0.425898 0.389346 0.504543 0.368435 0.655501 0.546783 0.392761 0.363802 0.505246 0.381775 0.380896 0.440239 0.359196 0.480734 0.35031 0.427662 0.465682
threshold=-0.38534242194145912 0.067310451488083359 0.030648089945316318 0.037529459223151214 -1.276101767212741 -0.87009835733174135 0.9875430219435658 -0.0017995665552377751 -0.016610282124020156 0.11823886260390283 1.5371959307231012e-05 -0.002563067233165009 0.0091776780323538573 -0.92873594909906376 -0.21747208857173786 -0.3097688309776841 0.0050741606135762838 -1.2254669402349563 0.24456384825729605 0.001247655876720586 -1.0478169773025188 -0.074906206870212932 -0.80485993948554446 0.0078029297292232522 -0.0024998975570860904 -0.97049673472065467 -0.0095452329057427177 -0.77490445905154537 0.091554062830216262 0.19969421419580499 -0.85465896595949709 0.016832524910569194 -0.99687453180376895 -0.93541806263419847 -0.28478332540394052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -1 19 16 30 -7 21 14 25 17 -14 32 -5 -3 -13 -17 20 -2 22 -9 24 -23 28 -27 -28 -12 -30 31 -4 -6 34 -34
right_child=1 6 7 15 10 8 -8 9 -10 -11 11 12 13 -15 -16 18 -18 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 29 -31 -32 -33 33 -35 -36
leaf_value=-0.031591785181517278 -0.032540814524990302 -0.017862303489841868 -0.12899117922719627 0.080793020959172429 0.04530539680707299 -0.0026004147899591694 -0.047694511375046239 0.05517242621580179 -0.028243319979140397 0.039789997708361557 0.023230597501928837 0.09297882247212591 -0.053131151788405662 0.012852853922465041 0.040616607743005941 0.015690836414233047 -0.038656287816368679 0.01337194120959688 0.097127703034592672 0.076969632363915561 0.052265961018902157 0.033237116683837997 -0.035147069171049324 -0.018693101521810394 -0.00066061118710749776 -0.0001652148163267121 -0.041843904095460821 0.03235313972048566 0.12187834013271992 0.04586721244791947 -0.019875980125950092 -0.03474990734460269 0.027015441339419723 0.053987008567908362 -0.044483108241981206
leaf_weight=2.5610545250528949 1.352445443801116 52.324412183777895 0.69393944053445311 1.2549141835188482 1.9649507810827342 49.914195632314659 9.9613332625012827 0.89126558642601494 9.7717825028521457 2.3751220157137132 7.791334183799334 0.73218866577371855 3.1465880385658238 4.4171763636113601 18.937706625059946 30.146515821143115 13.840696499988551 59.859004850655765 0.65616785432211955 1.3391409249743444 1.4575479635386721 4.6105004395649329 8.164250700210685 13.288093118040704 13.21666306316911 9.2007439071312564 0.7254093624069381 15.755081262570455 0.87319666720577505 5.98156168746209 27.827175966755021 2.4605020208691712 1.4090375709347425 0.99810765008442404 2.5769936987198889
leaf_count=273 160 17185 53 120 116 7233 3829 161 1784 720 907 68 349 658 1158 4533 4649 8381 89 169 169 1136 1900 3698 3104 1222 135 2393 95 745 6982 481 105 57 172
internal_value=0 -0.0103949 -0.00358671 0.00383348 0.0186398 -0.00423813 -0.0255465 -0.0132639 -0.00679867 -0.00580919 0.0195972 0.0165717 0.0111232 -0.014597 0.0322762 0.0199062 -0.0222121 0.0143339 0.0174256 0.0325956 0.0114486 -0.00850527 -0.0262576 -0.00333878 0.00810609 0.0257798 0.0186071 0.0290873 0.0383569 0.0555499 -0.0235012 -0.0554819 0.00954669 -0.00455085 -0.0192088
internal_weight=0 245.547 169.42 95.8927 136.93 63.8351 76.1264 73.5275 59.686 42.5459 134.369 108.482 68.155 7.56376 25.8868 32.0576 66.1651 60.5912 30.8027 4.14913 2.80999 40.1708 9.05552 31.1153 17.8272 40.3273 25.6812 16.4805 14.6461 6.85476 30.9816 3.15444 6.94909 4.98414 3.98603
internal_count=74989 58155 32492 14257 16834 9515 25663 18235 9017 10719 16561 14953 9456 1007 1608 4742 21834 8449 4622 498 329 9999 2061 7938 4240 5497 3750 2528 1747 840 7516 534 450 334 277
shrinkage=0.1


Tree=39
num_leaves=36
num_cat=0
split_feature=3 3 1 2 2 1 3 2 1 13 10 3 3 10 10 10 8 14 14 3 3 14 8 2 13 1 2 10 10 8 8 8 8 1 10
split_gain=6.48542 2.40275 1.19002 0.858493 0.581277 0.659737 0.600338 0.57354 0.549603 0.508549 0.504651 0.520702 0.433465 0.38794 0.37507 0.411755 0.3241 0.486087 0.569755 0.7508 1.18832 0.429543 0.762479 0.427323 0.311493 0.309409 0.356436 0.305563 0.299737 0.286129 0.273787 0.271661 0.271288 0.284087 0.265683
threshold=-0.38534242194145912 0.080824600532650961 0.0032260640291497116 0.019099340774118904 0.10223354399204256 0.090677477419376387 0.056718397885560996 0.040199447423219688 1.7136442693299617e-05 -0.0020728166538286591 -0.19654991179956058 0.015426201745867731 0.9779121071114788 -0.19739648284283182 -0.19682937657470329 -0.20142373958836646 -0.078622087294513004 -1.2245355080666931 -0.340211837571959 -0.9972915466150879 -0.98742498354113184 -0.49621990865401971 -0.20050892167599935 0.0016801329329609873 -0.012688444722100093 0.0064897306729108104 0.022780468687415126 -0.07464311770383765 0.68616721963547589 -0.12531814391085247 0.11122183173939316 0.20120165702286638 0.075194486793541473 0.044732745736837394 -0.18970348698184381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 7 10 27 -3 11 14 -11 24 15 25 17 -10 19 -19 21 22 -21 -18 -9 -4 -27 29 -15 -1 -26 -5 33 -28 -12
right_child=1 9 4 31 -6 -7 -8 13 16 12 34 -13 -14 28 -16 -17 23 18 -20 20 -22 -23 -24 -25 30 26 32 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0017363712139087972 -0.0027158360461466071 -0.012304991533784027 -0.044604742643000982 0.021738450408969275 0.014853730254428422 -0.022363003033256855 -0.05340035192073285 0.057846397181822488 0.070284863682837512 -0.026240046279528681 -0.083157042921104027 -0.089733151920000087 -0.049683899371066723 0.015908184608553335 0.03453798978887939 -0.098797529588389887 0.034667001767415974 0.081877703830769893 0.015494085398571961 0.028385883557681055 0.0041057801873038849 -0.10305854677766216 -0.10012023084282824 0.0068343347207447946 -0.030265972020128096 0.033411507732791404 -0.0033929519850901127 0.046866437810007835 -0.022909808819878232 0.052354213509841499 0.036608798538256861 0.082601202037503318 0.058069085551890165 -0.075868920388022301 -0.016326774161741185
leaf_weight=3.7438390832976438 26.116623185982462 20.824363168423588 1.1598645836347703 22.398542055045258 9.6630402383016172 33.9330821723197 2.5524739624524946 0.530560056795366 1.444362886250018 39.219366585253738 0.60580680053681035 0.54430808115284968 9.8718783162621531 21.842128223986951 4.1645864902529839 0.42082678343285795 16.765132709631875 0.94533969392068939 76.847567822915153 1.0011375574395058 12.728918985623746 1.4822681095101913 0.85693889681715552 8.2213938613713236 5.0851549667131648 3.4242462830879958 1.6412227686523699 9.2831567803805211 2.1884862908045752 1.59146634035278 0.69598069618223224 0.75819542934186657 0.43929552222834889 0.80664911435451347 32.93061478875461
leaf_count=188 3202 7204 204 2254 2556 9210 595 123 88 13373 120 119 3909 4771 769 91 1822 41 10552 76 1356 133 68 1843 1079 658 334 597 296 70 157 67 74 165 6825
internal_value=0 -0.00976954 -0.00341247 0.00971334 -0.00868656 -0.0107002 -0.00569268 -0.00410046 0.0175967 -0.0253997 -0.0111232 0.0059386 -0.0309544 0.00657806 0.0102578 -0.00255465 0.0153717 0.012714 0.0118281 -0.00472975 -0.00982478 -0.0629094 -0.0308807 0.0255091 -0.0154851 0.00286632 0.0115902 0.0359059 0.012373 0.0168352 -0.022215 0.0237312 -0.0142904 -0.027276 -0.017534
internal_weight=0 241.817 171.902 49.2734 122.628 112.965 79.0322 76.4797 134.912 69.9156 46.1374 12.601 49.0912 30.3423 12.0567 7.89211 120.293 95.3065 93.8622 17.0146 16.0693 3.34034 1.85808 24.9865 6.3117 7.47128 6.31141 14.6185 24.0306 5.33531 5.78114 23.1567 2.88717 2.44787 33.5364
internal_count=74989 58155 33669 5523 28146 25590 16380 15785 16834 24486 9359 2414 17282 6426 2295 1526 15979 12314 12226 1674 1633 277 144 3665 1359 1435 1231 855 5067 258 1236 2321 573 499 6945
shrinkage=0.1


Tree=40
num_leaves=36
num_cat=0
split_feature=3 3 9 3 9 3 9 10 10 15 10 15 9 14 3 6 14 6 10 3 9 10 14 15 3 14 15 14 6 15 6 9 11 6 13
split_gain=6.1182 1.77335 0.92404 0.925595 0.798257 0.945444 0.594837 0.664939 0.56433 0.784398 0.618266 0.583708 0.488624 0.4733 0.462529 0.674659 0.436601 0.429328 0.406815 0.623035 0.961795 0.524445 0.404687 0.589872 0.47782 0.894521 0.526809 0.489502 0.408581 0.574108 0.405955 0.397797 0.390849 0.445725 0.388866
threshold=0.012618996202945711 -0.48988643242046231 -0.17888370891211655 -0.90506467130035151 -0.42447059611136456 0.96138286050700128 0.07033595950073411 0.68616721963547589 0.6861634150630862 -0.12871115181958107 0.64947619358047581 -0.085316940692435797 -0.42449237182921723 0.058534695512737552 0.013997417467180641 -0.74918596932558856 -1.2245355080666931 0.28784386604012074 -0.063889328362408515 0.070481423521414413 -0.30273068740108 -0.063758737991832751 0.13302692907022937 0.40319014605019438 -0.99284147000622613 0.21505672222328878 -0.99580094954257525 0.64364073914613085 -0.70348502352739162 0.061204419893307563 0.019354243615494312 0.10476696188689756 -0.0064532543857497389 1.4255277048404273 -0.0073673709789889132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 12 14 7 8 10 -10 -3 -11 -2 -5 15 -6 -1 -15 -16 20 -20 -21 23 28 -24 -26 -27 30 -4 32 -28 -7 -30 -34 -18
right_child=4 6 3 13 5 31 -8 -9 9 11 -12 -13 -14 17 18 -17 34 -19 19 21 -22 -23 24 -25 25 26 27 -29 29 -31 -32 -33 33 -35 -36
leaf_value=0.064160637723299191 -0.0096885583419077277 0.0034881687708557506 0.059709658378195057 0.025074930650838229 -0.15800714633424565 -0.03334756701915341 -0.011429037639799597 -0.032571861901214416 0.0080712258570106703 0.13593824000168594 -0.066175248620449309 0.041382308424298943 0.031509384254585958 0.0072520908028830119 -0.024219314630355981 -0.015394457115850069 0.024145544872401243 -0.041496047332648452 -0.044915868716834215 0.065243399443098912 0.021980240300452269 -0.03082150698362638 0.069021857772010461 0.086018918500171598 0.10243238908226354 -0.084736317380094572 0.036183032517380087 0.062476187836085412 0.00043795647775337129 -0.033298634982313557 -0.019190985826918829 -0.067836878770975481 0.032973712797862362 0.14194186428688402 0.0053611631380335078
leaf_weight=1.4493719276506443 20.815955313824819 83.872439213599137 2.0777331416538809 8.4678335547214392 0.59212334660696797 7.4420451518963073 33.326750947846449 4.7733105204242738 10.699095345102249 0.77857407880946983 1.2936392752453674 4.043205057969316 3.3409420500975093 5.5570778576839057 48.037611264277075 0.75427250002394319 13.442365769151364 2.6769381179328775 2.7612296985462299 0.60131637711310659 9.6967016373237147 10.346939268536515 6.6672085907412137 1.4550555431633245 1.6224360910637177 0.44363484508357931 2.7729113900131761 2.6343237972469069 4.169183067038829 2.2854627239794363 2.5336108170740772 6.073357961147849 4.3943054681585627 0.41043798588361813 61.171999863348901
leaf_count=89 5606 14056 244 1900 44 3007 8675 748 1195 101 223 450 437 1053 15418 207 1432 641 525 284 2434 3873 558 199 182 73 341 320 727 390 362 2480 798 44 6072
internal_value=0 0.0079855 0.0166643 0.0275021 -0.0200588 -0.0245563 0.00021685 0.0038971 0.005626 0.023163 0.00243001 0.0566503 -0.00399081 0.00847501 -0.0200463 -0.0781132 0.00980124 -0.00859628 -0.018952 -0.00814159 0.0071531 -0.0255453 0.0376013 0.0255609 0.0482828 0.0344652 0.0213132 0.027238 0.018965 0.0114463 0.00974458 -0.0488459 0.0228418 0.0422822 0.00874532
internal_weight=0 263.019 124.232 48.1682 110.462 86.3056 138.787 105.46 100.687 15.5209 85.1661 4.82178 24.1569 16.7018 72.7902 1.3464 76.0637 8.23402 71.4438 23.4062 12.4579 10.9483 31.4663 14.7922 16.6741 10.0069 8.38448 7.94085 13.3371 11.2594 5.30652 13.5154 8.97393 4.80474 74.6144
internal_count=75188 40873 15425 7832 34315 28272 25448 16773 16025 1746 14279 551 6043 3594 22785 251 7593 1694 22534 7116 2959 4157 4238 2402 1836 1278 1096 1023 2203 1959 703 5487 1569 842 7504
shrinkage=0.1


Tree=41
num_leaves=36
num_cat=0
split_feature=1 2 2 2 1 0 13 0 1 6 11 13 1 13 10 10 7 7 2 7 6 2 6 7 0 6 11 10 10 1 10 11 6 10 2
split_gain=4.34176 1.30931 1.2422 0.805357 0.793107 0.691374 0.517789 0.465832 0.454294 0.532435 0.439562 0.437227 0.412503 0.406993 0.371949 0.350246 0.359084 0.502283 0.349117 0.33237 0.322877 0.314792 0.41072 0.311738 0.309919 0.302561 0.301242 0.29262 0.324834 0.292164 0.538059 0.288625 0.287617 0.27506 0.27482
threshold=0.028881826438009742 0.0033768047578632836 0.12576947361230853 1.9249533579568382e-05 0.39840555191040045 0.039415633305907256 0.0041079169010561469 0.11149774491786958 8.7392654677387341e-05 -1.1064658676895942 0.012238365471128674 0.0082032248862633824 0.074075959622859969 0.0075678066100654997 0.68616721963547589 -0.090655642029944111 -0.19455859004681392 -0.11959709878014681 0.56337609887123119 0.54667928729837323 -0.91706160951773241 0.11150824651122095 -0.38574381386031087 0.30097801204528579 0.04243037477135659 -0.30938811389264231 -0.017797861515800019 -0.078430450233906948 0.72015633900758502 0.10208990797400476 -0.010397492404113218 -0.013979756332880877 -0.89772972330959699 -0.45134524409882903 0.13819427043199542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 10 5 12 25 8 9 -5 23 15 20 29 18 16 -11 -18 34 -19 -3 -10 -23 26 -15 -2 -1 -6 -29 30 -7 -9 -20 -22 -4
right_child=1 4 14 7 27 13 -8 31 21 11 -12 -13 -14 24 -16 -17 17 19 32 -21 33 22 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.01277845969761548 0.045280954991450538 -0.079317518138174711 -0.062999016263396906 0.089396075260303534 -0.018968772884484671 -0.0066696883199140918 -0.026931044118869596 0.12592990933865103 0.0047574518730580878 0.040345626348612836 -0.036599370362209963 0.075788586803245003 -0.053675476831173741 0.070430790535901663 -0.10404737441064771 0.025109308760893831 -0.07626885041970824 -0.0083511993707222256 0.056488809727144276 0.038674510996895811 -0.1098687410083654 0.10510192663777394 -0.015456101111930612 0.082779289860703639 -0.028468552954749166 0.012466902226786532 0.029235049408638615 -0.04103299714743977 0.072669240285432007 -0.011339835988763756 0.020176566943280298 0.035609028438205438 -0.054996675830834854 -0.014564599865294332 0.010218052867407582
leaf_weight=1.8298534282948882 4.289983796683372 0.87684214478940781 0.61744889558758531 1.0400015299674148 12.588046319287971 27.982808627348277 2.401617893112415 0.43100471363868598 140.51577526831534 2.0057499883696428 1.0788670247420657 1.1867262010200637 5.0429843422825789 0.32579582322796241 0.62810923409415398 13.056576522336398 0.92343825285206449 7.5496020005957742 0.24978484460734796 1.8765594181604681 0.30984791327500794 0.70399943355005234 0.47208380233496317 1.0176687165221654 11.546277385226857 8.1445582531523524 25.341253987047825 16.080497393082627 0.25524820701684703 46.043076232595922 10.182038248196475 1.9751379041845201 3.1453841191250831 13.37687264280248 3.0205381428677356
leaf_count=121 726 161 127 57 4384 8043 482 47 21443 134 64 114 1443 86 69 1216 53 519 95 123 56 81 104 59 3518 1568 1697 6167 37 14446 2204 356 1077 3370 941
internal_value=0 -0.0127136 0.00920391 0.0107102 -0.0156161 -0.0119131 0.0155777 0.00809714 0.00747631 0.0192041 0.0260433 0.0164596 -0.0290263 -0.00842089 -0.0303166 0.0136889 0.00162039 -0.00588456 -0.0237319 0.00101068 -0.0204909 0.00518867 0.0567095 0.0284408 -0.0257545 0.0237879 0.0264056 -0.0304269 -0.0392564 -0.0059771 0.000492651 0.0517879 -0.0467946 -0.0167222 -0.00220855
internal_weight=0 159.446 208.666 201.004 144.61 115.687 14.8362 171.737 169.331 27.6387 29.2676 26.5987 19.6065 96.08 7.66127 25.4119 12.3553 10.3496 7.03316 9.42616 14.5636 141.692 1.17608 28.1888 11.8721 12.4345 27.1711 28.9238 16.3357 84.2079 38.1648 2.40614 3.39517 13.6867 3.63799
internal_count=75188 46691 28497 26188 43915 33327 2776 24247 23844 2216 1941 2159 5030 28297 2309 2045 829 695 2240 642 3587 21628 185 1877 3604 2294 1818 10588 6204 24693 10247 403 1172 3426 1068
shrinkage=0.1


Tree=42
num_leaves=36
num_cat=0
split_feature=3 4 3 4 5 13 5 5 2 6 6 5 3 15 4 6 0 6 5 5 6 6 15 4 15 6 4 15 5 6 3 15 6 6 6
split_gain=5.00698 1.37218 0.946069 0.831949 0.687747 0.722035 0.655901 0.581714 0.624637 0.605743 0.605681 0.516331 0.516052 0.515325 0.569582 0.499485 0.583808 0.495903 0.431471 0.478191 0.425907 0.679979 0.420733 0.396914 0.374055 0.561993 0.373778 0.451647 0.367762 0.364623 0.727594 0.770392 0.433208 0.576357 0.452801
threshold=-0.042588242329657071 0.0025265999138355259 -0.96036831965102454 -0.0047578321537002912 -0.013145231172130586 0.0020200556011452354 -0.040804173848031873 -0.018420420683799097 1.5371959307231012e-05 0.36537781655371609 -0.87009835733174135 -0.090687653762888135 0.79068586614266689 0.078379689945438993 -0.0050749108195304862 -0.16757889456616723 0.00016193730698432776 -0.93330376466965925 -0.011001367243160221 0.27416839812637767 -0.85465896595949709 -0.7676575643032526 0.64568426026013082 -0.067914705141447471 -0.14828557629047814 -0.38089271679954539 0.13025752454996112 0.20414384098045024 -0.019440749836901864 0.42296898082421813 -0.98500787093507813 -0.097867809113637558 -0.26942633581017911 0.019354243615494312 -0.38089271679954539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -2 6 13 11 9 -9 10 17 -1 -5 -6 -15 -16 -17 -4 28 -20 -10 -22 -13 -12 -23 -26 -3 -28 -14 32 31 -31 34 -34 -8
right_child=1 26 7 12 5 -7 29 8 20 -11 23 22 18 14 15 16 -18 -19 19 -21 21 24 -24 -25 25 -27 27 -29 -30 30 -32 -33 33 -35 -36
leaf_value=0.03506784300484838 -0.0083036995152656872 -0.0052914231104561 0.023477305029365125 -0.020837579182532585 0.026868465209342142 -0.017847957247763762 0.047301872968511634 0.029897839716876908 -0.035880794193644545 0.030461898791114318 0.0410818454132671 -0.023719507722000495 -0.029564231342335753 -0.059648385878677351 0.057777554181437624 0.045790493065722214 -0.06139299756384517 0.10155855741135299 -0.011430181201126476 -0.060327189337062881 0.056041358653748846 -0.014094665983611303 0.041360167958581814 0.00092827345073409325 0.023876584285365481 -0.0034994661599570143 0.018296887160792995 -0.048645197632500935 -0.069118678620591179 0.082306680714953478 0.055793769781339812 -0.048622596421226502 0.09805152681032521 0.04105610696464141 -0.0082229493908513203
leaf_weight=4.8822277568324353 40.267183311123517 42.769582451277529 3.3181137075298466 48.424544171939488 17.553575873378584 7.086446731533214 5.981050617934673 6.4134785969508803 3.6681801597005679 15.187884522190869 2.6328037212369955 4.4498857719736424 3.729649181215791 1.5565056593040933 1.4614157701726074 0.85041131358593647 1.262752109498251 1.0775452802772623 7.1427642382168397 2.7778537988197058 2.0345527640893115 19.818718219794391 1.2788750223699024 37.896070439193863 9.5781535256028274 34.541006840401678 13.435650376603006 1.089595113066024 6.3571364263043524 0.5812301279511306 2.6514804147882378 1.9814818232553078 3.3250940565485498 3.804037138572312 1.9467396383406592
leaf_count=826 11824 10984 438 14309 1837 711 641 414 591 2538 406 365 1543 143 102 43 139 155 2397 919 277 3383 95 5639 1610 6728 1900 180 2414 63 366 262 278 453 215
internal_value=0 -0.0131076 0.0104727 -0.0197085 0.0208607 0.0100154 0.0313159 0.00584546 3.45982e-05 0.0131973 0.00736063 0.0111728 -0.0264195 0.0187196 -0.00915779 0.0128277 -0.0182586 0.042618 -0.0399294 -0.0251217 -0.00271563 -0.000871585 -0.00919127 0.0035367 -0.0026826 0.0024438 -0.000584432 0.0132753 -0.0544932 0.0418599 0.0190692 -0.0189275 0.0497523 0.0676393 0.0336673
internal_weight=0 165.994 196.82 108.699 60.6532 29.7711 30.8821 136.167 76.0541 60.1124 44.9245 10.611 68.4319 22.6847 5.13108 3.57458 2.11316 4.39566 20.0074 9.92062 69.6406 65.9724 5.72876 40.5289 63.9379 44.1192 57.2948 14.5252 10.0868 20.2711 5.21419 2.56271 15.0569 7.12913 7.92779
internal_count=75188 46470 28718 33406 6539 2975 3564 22179 13003 9176 6638 1286 21582 2264 427 284 182 593 7273 3316 12589 11998 460 6045 11721 8338 13064 2080 3957 2278 691 325 1587 731 856
shrinkage=0.1


Tree=43
num_leaves=36
num_cat=0
split_feature=3 3 9 1 9 3 1 9 9 6 9 3 8 8 9 9 11 7 8 10 7 6 1 1 10 7 7 3 6 6 9 11 3 1 11
split_gain=4.61036 1.51445 0.826352 0.778464 0.728458 0.680485 0.679989 0.801007 0.714495 0.632213 0.639108 0.576267 0.573728 0.489087 0.439252 0.433646 0.483354 0.390133 0.38421 0.500157 0.437551 0.412593 0.404988 0.460512 0.517652 0.399551 0.406475 0.392151 0.382594 0.422437 0.483706 0.37628 0.371413 0.354132 0.352358
threshold=0.012618996202945711 -0.48988643242046231 -0.16928122435274737 0.22558073699474337 -0.19142688548899991 -0.90506467130035151 0.0075793601572513589 -0.42447059611136456 -0.42449237182921723 -0.38574381386031087 0.16288713761387344 0.98262678994797181 -0.043554829254929595 0.33119805526435525 -0.26665860142004316 0.1175383724658096 -0.015899348173238719 0.67467836174507545 0.0031469569515747346 0.68616721963547589 -0.20251805937639833 -0.71689277020613118 0.14691833406686786 0.0017298166640102865 -0.081772439989993742 -0.12203805379887366 0.27971612243768901 -0.32168747484683985 -1.276101767212741 -1.0741822939478132 -0.39849033624995184 -0.0010636238274811265 0.039356419350951917 0.0034258880186825995 -0.03274118989008195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 -5 12 9 8 -8 14 33 13 -4 -9 -2 17 34 18 21 25 -21 31 23 24 -23 -20 -27 -25 -1 30 -30 -3 -12 -11 -17
right_child=6 3 5 4 -6 -7 7 11 -10 10 32 -13 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 27 -26 26 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.03628715150713762 -0.002463323597387762 0.00019705243887544848 0.029853089661835405 0.0082972726221797917 -0.053641123573831051 0.0090178663875706468 -0.0073638489863351092 -0.019597753267957308 0.075303838857815122 -0.062379375287932741 -0.018060804434060902 -0.050416793841836199 0.073135630952465253 -0.051022952996587503 0.053812269999941764 -0.044773538149055693 -0.012809827378825099 0.034064149277928495 0.028083804703416954 -0.073449483171091706 0.026413492126308797 -0.00027692691696851646 0.044141653247296048 0.014763108030046327 0.044254707424716759 -0.0015305314979479055 0.0633081453510108 -0.016226755046856934 -0.0065991155340584182 0.0086350892141036483 0.090564302602835212 0.03939527598316394 0.10124104681894275 0.012431924188176641 0.080003211540431121
leaf_weight=1.8322587324655604 2.4680012507596985 5.361721382039832 25.996051860172884 3.050402489679982 5.0297708933503582 15.407523589583432 19.543745942035461 61.312850218559106 1.1046004802919913 2.4578163501282675 0.48295884043909587 8.077758688679749 3.4715006986480175 5.3877609905175623 3.1665647462650668 0.29578559360379586 24.755731505298172 4.3457266338518812 14.188565254298741 1.1934950384311376 0.69381227705161919 15.74407657743359 1.6910698576539278 4.6964214809267935 3.1291768505398059 11.841362256061982 1.0528296859702102 31.278942157456193 0.82921305391937528 69.743253654938599 1.3408673583762709 4.5078959449310769 0.56768636284687091 0.85211896065447934 0.96361310148495494
leaf_count=220 247 727 3676 799 1631 3568 5431 21555 269 426 62 3704 533 1866 434 65 6619 357 2405 148 132 1473 406 805 385 2445 147 6053 74 7242 112 638 82 239 213
internal_value=0 0.00712142 0.0153482 -0.00017092 -0.0302583 0.0260478 -0.0177775 -0.0203767 -0.00294147 0.00703817 -0.0215506 -0.0251911 0.0349521 -0.0221361 0.0291629 0.00176252 -0.00973541 0.00476197 0.00342689 0.0130363 -0.0367378 -0.000765075 -0.00405829 -0.00554437 0.0071064 0.0165049 0.00376364 -0.0121812 0.00883733 0.00998705 0.053437 0.0181006 0.0464006 -0.0431197 0.0506978
internal_weight=0 252.441 118.621 133.82 8.08017 44.8751 105.422 95.4267 20.6483 9.99515 4.36058 74.7784 29.4676 66.7006 5.63457 125.74 26.0151 99.7251 95.3794 28.9701 1.88731 66.4093 56.5397 54.8486 18.8733 27.0828 12.8942 35.9754 73.7456 71.9133 2.17008 9.86962 1.05065 3.30994 1.2594
internal_count=75188 40873 15425 25448 2430 7777 34315 32825 5700 1490 809 27125 4209 23421 681 23018 6897 16121 15764 5277 280 10487 9122 8716 1858 4997 2592 6858 7648 7428 186 1365 144 665 278
shrinkage=0.1


Tree=44
num_leaves=36
num_cat=0
split_feature=3 1 9 3 9 3 9 3 3 10 3 7 15 15 12 15 13 15 10 10 7 3 1 1 15 3 12 10 3 10 10 15 7 15 15
split_gain=4.15535 1.82512 0.81515 0.810922 0.721533 0.811151 0.677225 0.623957 0.991302 0.605643 0.537682 0.529699 0.501243 0.444802 0.490299 0.44458 0.441579 0.407198 0.409268 0.466166 0.648868 0.429588 0.398971 0.389601 0.667491 0.42355 0.373577 0.358431 0.35829 0.356909 0.32844 0.32511 0.319539 0.313291 0.474744
threshold=-0.20313246920704839 0.034794971346855171 -0.42447059611136456 0.1054498963057995 -0.51250310001937327 -0.96036831965102454 -0.42449237182921723 -0.9173320007539586 -0.99687453180376895 -0.17078133799790254 0.96138286050700128 -0.19091309886684552 0.14941756020668182 0.30121154270021205 0.0029331885861340235 0.41381613027098346 -0.00055016786966294599 -0.95281070962347736 -0.069676496901097854 -0.010397492404113218 -0.079490440760291062 -0.38534242194145912 0.039795940741896636 0.0017298166640102865 -0.60165903454051362 -0.042588242329657071 0.016587584052325601 -0.16193507325727141 -0.63005258098928596 0.35895064225708823 0.094327740433720789 -0.79327087042210631 0.67467836174507545 -0.10964274197463111 -0.095807741599379284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 6 12 7 9 30 8 11 26 -4 -1 23 14 33 -13 22 28 31 20 -20 -21 -9 24 25 -2 -6 -12 -7 32 -3 -19 -14 -11 -35
right_child=1 2 10 -5 5 17 -8 16 -10 13 27 15 29 -15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.08160210202587552 -0.071260596752744196 -0.0011305583639716669 -0.018656578450786075 -0.031846199403740345 -0.0042923600755596127 -0.082171285994322149 0.044455927395452455 -0.023049340807266318 -0.023899926059963897 0.03865153863978802 0.011247699840203275 0.038931508273904424 -0.011467779210473652 0.062015945603800526 0.044401186374745986 -0.040862711587345397 0.024693572905007708 0.076700285936666654 -0.024023830058467248 0.065265841486938855 0.0097971110254859439 -0.0042836002611568967 0.050717142905286908 0.0022387549705710874 0.022866146547604646 0.016537641410788933 0.065714562328426818 -0.048635437322315629 0.0092471214455113731 -0.082261671358101418 -0.031345581382279712 0.01747207028353415 0.049729710644555281 -0.077226857134787608 0.014607214344200634
leaf_weight=1.3876192197203634 1.2986668126541192 18.396752112748807 83.456649052812281 6.6386288822832276 7.2851340755005349 0.88968237902736291 2.8749349142890415 4.2102241890970644 14.636351822409777 5.6484410296179712 1.1152706054526778 1.7151046069338947 15.128435816222922 4.6736395430925759 12.445491702710568 1.1777018583379684 12.559104777930768 0.95683579650358552 8.8274403036630282 2.1121242558292583 15.872571351734219 1.5324833313534352 0.88781125750392664 40.580769854350365 23.710491307530901 0.95241530705243604 0.85132684624113597 9.6315256388552353 0.82743137341458239 0.67471815273165603 4.4721175095764911 29.495692335822241 0.90420529781840819 0.58871504530543539 12.85071414193226
leaf_count=63 139 5284 27560 2288 823 155 660 397 1191 754 829 80 2903 590 1283 80 1293 79 2135 495 3336 291 144 7806 2418 86 91 4206 166 95 873 4448 90 97 1849
internal_value=0 -0.00898462 -0.0170581 0.00178869 0.0131927 0.0174111 -0.00128854 0.00109876 -0.0115203 0.0276857 -0.0213676 0.0308101 0.00447086 0.0332257 0.0289587 0.00644617 0.0146181 0.00988208 0.0112839 0.00263618 -0.00229002 0.0360217 -0.0102031 0.00835896 0.0179255 -0.0341138 0.00303254 -0.0424209 -0.0381192 -0.0110147 -0.00703925 0.0193331 -0.00801638 0.01889 0.0105844
internal_weight=0 209.836 119.947 89.8883 141.432 104.858 25.7438 36.5739 18.9168 44.3435 94.2034 4.28043 83.2497 36.207 31.5334 2.89281 17.6571 60.5143 58.7971 28.3446 24.7 3.64461 5.09804 66.5423 25.9616 2.25108 8.13646 10.7468 1.71711 16.7074 22.8689 30.4525 16.0326 19.0879 13.4394
internal_count=75077 55237 39412 15825 19840 16592 6817 3248 1414 5487 32595 223 13537 4573 3983 160 1834 11105 10784 6257 5471 786 541 10449 2643 225 914 5035 321 3088 6157 4527 2993 2700 1946
shrinkage=0.1


Tree=45
num_leaves=36
num_cat=0
split_feature=3 4 3 4 10 3 6 15 15 15 15 4 3 6 3 4 4 12 10 3 4 0 10 6 3 11 0 12 6 10 10 11 12 6 10
split_gain=3.88671 1.33018 0.744473 0.746752 0.749096 0.724703 0.541669 0.499475 0.490089 0.474049 0.703029 0.642836 0.508015 0.526626 0.492601 0.469094 1.02815 0.448343 0.401394 0.398549 0.560168 0.375459 0.361963 0.446303 0.346937 0.461121 0.328838 0.321519 0.320513 0.291175 0.442408 0.374387 0.387893 0.308188 0.349686
threshold=-0.056167266331613057 0.13025752454996112 -0.98742498354113184 0.29535348340868955 -0.092099871895368335 0.1917944362794515 0.38126886069981486 -0.99580094954257525 0.5126371597134235 0.77368426305624383 0.64568426026013082 -0.011484445498354033 -0.99687453180376895 0.51603150807241305 -0.99383065162692208 -7.5570074841380106e-05 0.00017743522766977551 0.009788062734151658 -0.071249042959035225 1.0000000180025095e-35 0.17960244789719584 0.00054014887427911173 0.54068869290815647 -0.6326027460976249 -0.99156857885827765 -0.0057459305922370725 0.00054014887427911173 -0.0090692669210906546 -0.27742486485745338 -0.45134524409882903 -0.4509362535116449 -0.00062135905289859288 -0.0097727932725676179 -0.87009835733174135 -0.19794325978495397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 9 29 -6 -4 19 10 11 14 -13 -14 -1 -7 18 24 -17 -3 -21 -11 23 -22 25 -8 -9 -25 -5 -2 -31 33 -33 -32 -35
right_child=1 8 7 28 6 15 17 26 -10 21 -12 12 13 -15 -16 16 -18 -19 -20 20 22 -23 -24 27 -26 -27 -28 -29 -30 30 31 32 -34 34 -36
leaf_value=-0.055995150602975677 -0.047431628642748795 0.0030096849000477207 -0.02479408939420695 -0.093018487333321034 0.047103151728460524 -0.012029901056764138 -0.036462109576229911 0.016348215771040401 -0.084491933755643928 0.015899911251867502 0.093123077270924337 0.04944005520473721 -0.019828486497576302 0.079073536489020768 0.010572502181528278 -0.038005252476646115 -0.014373281020584253 0.068159331504268325 -0.073157210064820469 0.073493383765253134 0.084390135610375588 -0.060916032837563965 -0.030751394467230259 0.094399026368988573 -0.070533019468534658 0.045738044385538364 0.0051374603601065851 -0.0015359963725162155 0.0048420380705479537 0.030741211046979494 -0.042751178824095647 -0.027130336413802188 -0.00056745284483517 -0.036348633512703829 -0.0098660643441740858
leaf_weight=2.0656278075184673 1.9415926115980244 7.5678061623766562 4.8005690058344035 0.76228630225523375 15.64962559011474 19.877517304394132 1.2881961167513512 35.231414447873249 0.46707147700362917 1.0792835061438375 1.1137260273681011 4.4941995086701345 2.8665024465444762 0.66288651444483537 2.4070415758906156 8.0874606159268279 15.472900010588999 0.9545905967534053 5.4290648298847399 2.5695063183666189 1.1353595228283659 1.5502582725603131 1.2352591567905618 0.40193065957282659 0.7291430662189663 1.4513057643926002 101.66770236632146 2.6700277280979217 0.59662969102646346 2.8164426701841867 3.960766598902409 6.2361839597142525 46.408582766423933 5.7937318974363725 35.767485222451796
leaf_count=192 557 1030 643 88 1736 8978 179 3137 88 59 63 297 294 88 216 2498 6242 75 2119 346 170 142 117 61 108 186 19309 494 127 723 718 1618 11901 1543 8935
internal_value=0 -0.0109396 0.0102326 0.0227273 0.025451 -0.0138341 0.0383698 0.0069108 0.0164407 0.00948265 0.0169926 0.0102075 0.0271415 -0.0012528 -0.0201707 -0.023862 -0.031975 0.00747081 -0.0521244 0.0194665 0.0350108 -0.0293873 0.0168427 0.0308163 -0.00923102 0.00708506 0.00802258 0.011016 -0.050053 -0.00907306 -0.00833554 -0.00945667 -0.00371403 -0.0160978 -0.0135578
internal_weight=0 167.839 179.371 37.6713 36.3124 151.792 20.0729 141.7 16.047 16.2395 13.61 12.4963 8.02359 3.52939 4.47267 48.8669 28.9894 4.42324 13.5165 15.5799 8.01208 2.62954 5.44258 4.20732 3.46864 2.7395 136.899 3.07196 1.35892 102.925 100.983 98.1668 52.6448 45.522 41.5612
internal_count=75077 48138 26939 3850 3635 45832 2284 23089 2306 1351 1150 1087 679 382 408 19837 10859 548 4617 2218 1188 201 842 725 473 365 22446 555 215 25995 25438 24715 13519 11196 10478
shrinkage=0.1


Tree=46
num_leaves=36
num_cat=0
split_feature=1 1 1 10 10 10 12 8 10 4 10 10 10 8 5 4 8 8 10 12 6 8 10 10 8 4 10 8 10 4 6 6 4 4 11
split_gain=3.37394 0.67222 0.555175 0.395744 0.350969 0.347279 0.65639 0.550621 0.333457 0.296904 0.293063 1.23038 0.454979 0.399436 0.292505 0.280004 0.274234 0.356871 0.271899 0.492169 0.379674 0.359927 0.420365 0.408591 0.379932 0.35584 0.342635 0.309942 0.57648 0.361804 0.290031 0.35497 0.316067 0.588086 0.312721
threshold=0.030648089945316318 0.39840555191040045 1.7136442693299617e-05 -0.07464311770383765 -0.45134524409882903 0.68616721963547589 -0.0035774502234562377 -0.010339412715406178 -0.4509362535116449 0.00052546057850122463 -0.19682937657470329 -0.19654991179956058 -0.16658528957008947 -0.33043507589000892 0.0015614187983871779 -5.60755336209695e-06 -0.13854891341914136 -0.31952871423963575 -0.063758888514185152 -0.013775281020221497 0.019354243615494312 0.1047001209191412 0.68336621466343694 0.52295549283151466 0.042254407320953306 0.031693331897258765 -0.067002841363683674 -0.33043507589000892 -0.27738658404790917 0.047391742467880256 -0.10092050000568452 -0.16244513577583722 -0.016529627435375002 -0.0065671936608850947 -0.014366185545788798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 16 -2 18 -7 -8 -6 15 -10 13 14 -12 -13 -3 17 -1 19 25 21 23 -23 30 -25 -4 27 28 -21 -30 31 32 -20 -34 -35
right_child=1 9 5 -5 8 6 7 -9 10 -11 11 12 -14 -15 -16 -17 -18 -19 20 26 -22 22 -24 24 -26 -27 -28 -29 29 -31 -32 -33 33 34 -36
leaf_value=0.028728295615023491 -0.0507561864997692 -0.023193804167191828 -0.047037442253313487 0.040119473070476169 0.029610618225983626 -0.086602334670014686 0.051970285301542345 -0.048752249893505475 -0.020967325448278382 -0.0016862500959161635 -0.061186224734065632 -0.039023435901558066 -0.0069486760650959633 0.047971357974539899 0.031522404892961035 -0.047666404780470684 0.036383267423954709 -0.029186274312540963 0.041158415328513713 0.070278645144803559 0.0015127800358165824 0.013106318211574448 0.076120297408070206 0.0086509891901366612 -0.036234962300336696 0.035820463331603811 -0.055946893126972687 0.0042917940281639493 0.0038967605415353088 0.047346344425720714 0.055340138214732486 -0.039424443549813407 -0.041567383144834449 0.074371692385981333 0.016839469108336259
leaf_weight=1.7592329354956744 1.9145492755415023 15.74868830214837 2.8835812628967683 9.1053077490068954 2.3607326361816368 1.1381983212486377 1.2148614135803657 0.98103481181897123 15.880188879757041 4.2701243970732312 0.35965029825456429 6.7165776334659304 86.222722555099608 4.9364495586924013 0.64411206264048804 6.6491556124892677 2.2745052503887555 2.6922794309211895 6.1046212531946411 1.9692852592052066 20.105527544361394 2.0395059817528809 2.2012673278804868 11.6150119662052 2.2512551821419029 0.63188377099868365 0.8897017608396699 95.477206057985313 10.176450381171888 2.3611284880607846 2.4635117482648665 0.98750173245207307 1.6802643238916104 1.0201078609243293 12.796010270882098
leaf_count=120 602 6392 586 756 609 155 163 144 4984 1855 40 1860 25933 1061 194 2479 131 166 1000 197 4693 473 238 1231 258 140 365 13352 1076 281 503 216 299 231 2294
internal_value=0 -0.0115014 0.00857315 0.0265307 -0.00828638 0.00700237 -0.0249728 0.00697166 -0.00759213 -0.0258518 -0.00835743 -0.00633226 -0.00898593 0.0405586 -0.0328502 -0.0304589 0.00813499 -0.0062985 0.00760246 0.00469306 0.012863 0.0181504 0.0458151 0.0151359 0.00136354 -0.0321442 0.00586105 0.00636104 0.0199798 0.0120794 0.0227589 0.0192056 0.0218859 0.0142937 0.0210873
internal_weight=0 145.703 196.819 15.8313 119.035 180.988 3.33409 2.1959 117.12 26.668 114.76 98.8795 93.5834 5.2961 7.36069 22.3978 6.72602 4.45151 177.654 114.389 63.2646 43.1591 4.24077 38.9183 13.8663 3.51547 110.874 109.984 14.5069 12.5376 25.052 22.5885 21.601 15.4964 13.8161
internal_count=75077 46009 29068 1173 35283 27895 462 307 34681 10726 34072 29088 27987 1101 2054 8871 417 286 27433 15997 11436 6743 711 6032 1489 726 15271 14906 1554 1357 4543 4040 3824 2824 2525
shrinkage=0.1


Tree=47
num_leaves=36
num_cat=0
split_feature=3 1 3 15 3 14 10 13 14 14 15 14 10 10 15 15 8 13 13 14 0 0 10 10 3 10 8 1 13 15 15 15 0 8 3
split_gain=3.41135 1.42786 0.815874 0.42236 0.414529 0.660386 0.434702 0.405033 0.396096 0.375843 0.371829 0.46805 0.337077 0.745325 0.703699 0.42572 0.332824 0.328996 0.397513 0.362591 0.417632 0.407477 0.349852 0.327987 0.320526 0.313662 0.335098 0.31942 0.309701 0.298606 0.296724 0.348906 0.295364 0.293147 0.274476
threshold=-0.20313246920704839 0.0017298166640102865 0.1917944362794515 -0.60165903454051362 -0.98742498354113184 0.13302692907022937 -0.093511454463786628 -0.0075484283769614103 -0.34747003349262545 -0.20096925885988617 -0.99580094954257525 0.84865794665131455 0.68616721963547589 0.6861634150630862 -0.13650882592917246 -0.24950265194087004 0.102610110952253 -0.0012820643920371144 0.00050000373948310968 -0.046660295642125878 0.009192627854645254 0.0033318590139970188 -0.14246275237305908 0.72015633900758502 -0.022170793818077069 0.64947619358047581 -0.13032635830960571 0.1650388985872269 -0.0041894061622600861 1.0880485474814592 -0.35495486566913897 0.33239642965762695 0.011777138803154232 -0.37074433618333924 0.99730008184178598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 12 9 5 7 -7 -1 34 -2 11 -6 13 25 15 24 -16 19 -19 20 22 -21 -5 28 -15 27 -27 -3 -10 -9 -29 -32 -14 -20 -4
right_child=1 2 8 17 10 6 -8 29 23 -11 -12 -13 32 14 16 -17 -18 18 33 21 -22 -23 -24 -25 -26 26 -28 30 -30 -31 31 -33 -34 -35 -36
leaf_value=0.038280257839605897 0.027190118955918524 -0.0046153324977508204 0.00099436327321404108 -0.024745911034087326 -0.0085643600162089734 0.0023714165827641155 0.051176749021038054 0.008934460859122615 -0.0075820580615463019 -0.061889759910499144 0.010145032860667647 -0.1152921770226773 -0.12042604977983916 -0.00049688276481765802 0.044713915003331911 -0.036035431861096819 0.1302397888866309 -0.02424261077844202 0.075797486787382684 0.024102811276570407 -0.051801264786996142 0.07375776781932504 0.039841488515702884 0.10795455458622083 0.05730970290790232 -0.090717910454531023 -0.021172229960608968 0.013321501172702511 -0.03167741879314228 -0.044184515146216567 -0.030091870182848708 0.0071956432482700207 -0.023186643402916839 0.0097316704757533356 -0.086862927303135384
leaf_weight=4.8086595544955371 0.71420479100197587 80.920910588407423 7.8293621504053572 1.1998525642993629 3.5321783466497432 2.2843924011685877 9.074470822568399 18.793935434339804 6.3678792107166364 1.4061654303222919 96.470245913467807 0.46499426162336011 0.3250370814348561 2.7309843816328794 2.5074382480233894 2.0205313214100897 0.55588073609396804 3.5886175701598395 0.70851126918569818 4.927532108704332 1.0026953847263937 2.4866282071743626 2.7860196694091428 0.17887020144553289 1.4784827337134627 0.85478624794632185 3.6568662308854973 2.5090588712628259 32.863708302460509 1.1214247373864044 14.169190872482433 3.0495675778947762 8.0169240643735957 12.903705885051741 0.37250824070360966
leaf_count=547 71 20643 2798 119 484 193 871 2141 2760 157 15435 71 59 429 452 353 91 442 51 497 129 244 298 40 305 143 755 824 14316 98 5113 1011 1487 1556 94
internal_value=0 -0.0082509 -0.0118773 0.0112286 0.0122086 0.0214024 0.0413615 0.0122327 -0.0229894 -0.031885 0.0089067 -0.0209801 -0.00756871 -0.00615424 0.0209913 0.00169562 0.0602338 0.0143166 0.00536489 0.0267314 0.00588682 0.0407565 0.020399 -0.0271504 0.0198064 -0.00855317 -0.0343485 -0.00739688 -0.0277664 0.00594336 -0.0188064 -0.023488 -0.0269755 0.0131704 -0.00299589
internal_weight=0 202.132 170.408 31.7239 136.55 36.0829 11.3589 24.724 47.6123 2.12037 100.467 3.99717 122.796 114.454 9.29332 6.23 3.06332 29.6036 17.2008 12.4027 4.98857 7.41416 3.98587 39.4105 4.20947 105.16 4.51165 100.649 39.2316 19.9154 19.7278 17.2188 8.34196 13.6122 8.20187
internal_count=75077 55237 51673 3564 19840 3850 1064 2786 20008 228 15990 555 31665 30119 1630 1087 543 3336 2049 1287 546 741 417 17116 734 28489 898 27591 17076 2239 6948 6124 1546 1607 2892
shrinkage=0.1


Tree=48
num_leaves=36
num_cat=0
split_feature=3 4 2 4 3 1 3 13 4 7 12 2 7 4 7 12 13 4 4 2 2 4 7 12 8 2 8 7 7 3 2 4 4 4 3
split_gain=3.01547 1.00315 0.721118 0.567449 0.684553 0.522426 0.446735 0.437221 0.432124 0.389435 0.388858 0.38442 0.346168 0.362636 0.308547 0.298855 0.284071 0.419318 0.314224 0.346286 0.28276 0.296771 0.27898 0.287944 0.357665 0.273305 0.462891 0.269928 0.269323 0.267089 0.261879 0.366302 0.261682 0.594256 0.479508
threshold=-0.042588242329657071 0.0025265999138355259 0.00023709797096671539 -0.00059049815172329534 0.0010320702567696574 0.049504343420267112 -0.99284147000622613 -0.0028867601832062721 -0.0003909730003215372 -0.12463910009779917 0.0010660058489249541 0.037529459223151214 0.54667928729837323 0.1150651089847088 -0.59438708241268068 -0.0025551322542495219 0.0038527122318378149 0.049690229818224914 -0.00019141357188345862 1.5371959307231012e-05 0.022067401558160785 0.033310692757368095 0.11237529690133302 0.0032545036897751209 -0.24366846997265951 0.0072721708565950402 -0.056930634164830345 -0.67343732699301218 -0.12992322783925433 -0.99784887033342773 0.0020236037671566014 0.0044247508049011239 -0.015355356037616728 -0.0096936188638210279 -0.98881143951439288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 11 8 20 -4 -6 -5 -7 -9 25 14 15 -8 -14 22 18 19 -18 21 30 23 29 -25 -2 -27 -22 -12 -1 -3 -32 -31 34 -34
right_child=1 5 6 4 7 9 12 10 -10 -11 28 -13 13 -15 -16 -17 17 -19 -20 -21 27 -23 -24 24 -26 26 -28 -29 -30 32 31 -33 33 -35 -36
leaf_value=0.037888461968444927 0.0052286050588457008 0.047640976936829268 0.035652192689330571 -0.099935439282329175 -0.0090559897881246458 0.016337521301951152 0.024024799474033076 -0.043523796588733191 0.019950977558434394 -0.016487888380894246 -0.048377018858555297 -0.0046856459336623198 0.0666677022071748 0.074063464380631785 0.00055620724880286966 -0.0028011834314528258 0.065607487378669255 0.041321709307541692 -0.036984495013388373 -0.011703073565729447 0.097470168583115968 -0.034029549097771679 0.033047739374796319 0.0059568852114506238 0.035592997413728476 -0.06530737219703478 -0.017957235632742111 0.013613022375411064 -0.011919161575753212 0.022391615003336376 0.092642503753977409 -0.026641599941824547 -0.1102862742236605 0.0058713017200184778 0.0044740144299984736
leaf_weight=3.137600760703207 2.4355708914081324 1.215917151828765 4.371744267664325 0.32289342544390809 8.7218187880425813 4.4940099293162374 5.9331426801509215 18.416617048953416 4.3653577355144071 18.461573506596324 2.6167643202934405 43.125203627922019 0.79577637673355672 1.3109989212825892 100.3906935853156 2.7919760772201689 0.79528400626441031 1.795918979871203 2.9414106003750922 2.1340466489345999 0.39032954833238065 2.685096884611994 12.120984993227465 6.0299874275515348 12.5428418158408 2.9523017123137825 6.8664253500537589 23.144979231554313 8.9788200850816775 7.9961612445295058 0.29831771604949642 1.8786894941586068 0.83111887890845537 18.404323009621294 0.64793986687437299
leaf_count=324 567 176 692 77 3259 1418 1003 6285 1140 6242 783 15241 99 99 19681 328 53 234 342 279 43 521 1056 559 1085 633 1793 4251 3499 839 61 390 77 1916 74
internal_value=0 -0.00989946 0.00913299 -0.0158375 -0.0243961 0.00126097 0.00429581 -0.0287643 0.011694 -0.0100617 -0.0344917 -0.00912691 0.00306331 0.0290541 0.00186581 0.0126073 0.0171925 -0.000961886 -0.0138969 0.00928597 0.010038 -0.00919041 0.0194479 0.0161238 0.0259711 -0.0247566 -0.0321945 0.0150038 -0.0201466 0.0102273 0.0104668 -0.010296 0.00711425 0.000970419 -0.0600126
internal_weight=0 151.371 184.972 98.8018 43.4223 52.5689 115.594 38.734 4.68825 22.9556 30.0122 55.3795 111.223 4.89875 106.324 3.58775 69.3776 7.66666 5.87074 2.92933 29.6133 6.07802 61.711 49.59 18.5728 12.2543 9.81873 23.5353 11.5956 31.0171 3.39292 2.17701 27.8795 19.8834 1.47906
internal_count=75119 46379 28740 33277 15043 13102 21902 13826 1217 7660 10567 18234 21210 526 20684 427 6838 908 674 332 5442 1148 5930 4874 1644 2993 2426 4294 4282 3230 627 451 2906 2067 151
shrinkage=0.1


Tree=49
num_leaves=36
num_cat=0
split_feature=3 1 2 9 9 9 3 9 9 9 9 1 9 13 9 1 15 1 14 13 11 1 15 2 11 9 3 3 3 14 15 11 1 2 9
split_gain=2.93472 0.833311 0.787639 0.729154 0.762521 0.648718 0.513687 0.538366 1.59681 0.474342 0.447671 0.421918 0.494548 0.418253 0.374786 0.343369 0.342338 0.432499 0.318526 0.305119 0.472751 0.377238 0.501788 0.305025 0.299988 0.295041 0.288262 0.280965 0.278841 0.278005 0.374975 0.330254 0.277628 0.276338 0.467446
threshold=-0.012411603704094885 0.0032260640291497116 0.00023709797096671539 -0.42447059611136456 -0.42449237182921723 0.082773637747363252 0.70615180116146814 -0.19514591051766497 -0.1942085329469812 -0.13234554651273386 -0.51250310001937327 0.29961585998535162 -0.19329089027464405 0.0038527122318378149 -0.19426910690630034 0.20470535755157473 -0.045585573386810109 0.050390454009175308 1.0955309630343979 -0.0036702298183437379 -0.0021747170270727373 0.00087474050815217208 0.48689475263150422 0.92085412144660961 -0.0057459305922370725 -0.42449237182921723 -0.0053934715688228599 -0.78673037607222784 0.99785522502497781 0.13302692907022937 0.18562000443945964 0.0038267906467817476 0.87851557135581981 0.12973225861787799 -0.14196804712333627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 5 4 10 -1 7 -5 14 -8 13 18 -13 15 -9 23 17 24 19 20 21 22 -4 -3 -10 -23 -2 29 -25 30 31 -7 -17 -28 -35
right_child=1 3 11 6 -6 27 9 8 16 -11 -12 12 -14 -15 -16 32 -18 -19 -20 -21 -22 25 -24 28 -26 -27 33 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.0099706352524310642 -0.026123726172854318 -0.021123778871280849 0.035181847541546123 -0.029449104014274453 0.052351664273348676 -0.00087788278672435165 -0.018037683852361156 -0.0082949531844422816 0.059216731632533597 -0.048127427479942329 -0.034577032944641817 0.012561552097290974 -0.056405885469806107 0.050292283669998862 0.093279140258510682 0.023284503344325757 -0.020937787828472436 -0.014021889153564308 0.040494149318518143 0.00081451977983444256 0.024886844434889567 -0.056733607682573489 -0.066362250098892211 0.046213409240588463 0.0066329213721312676 -0.0027259117174013581 0.024688890480219269 0.0041979524000423617 -0.080390591769652034 0.045512236386120473 0.06170278343948269 0.08741232911880964 -0.048881761450220565 0.056895892145540555 -0.081473930428743915
leaf_weight=48.789593981317012 1.6157938771066263 8.8946394217782778 4.6622414131998111 17.493218548996083 2.5558271955233058 4.7861307724852002 10.920040131593852 0.45418565662112098 1.3443317402707178 10.070641768224958 4.2340090276557012 1.7863504622655453 2.4876380345303906 1.6049090015003447 1.8145240763551547 5.3049204514536532 24.700625553305148 13.188623688089136 2.3926019100472322 97.944880996692518 15.294319773849564 1.093567031493875 0.5433589844033121 1.2399971683626052 5.6224765600563833 13.480750582319159 9.3897108905221049 3.3385747828579033 0.20235439855605353 11.179750754177801 1.6409377794625468 0.46480935835279513 0.59263491054298345 0.39058356295572594 0.65119135745044399
leaf_count=4255 255 2358 559 4818 589 676 4332 126 352 6112 881 460 810 510 574 1819 9249 5098 409 19138 2847 183 61 515 1509 2866 1179 650 39 1176 207 55 206 112 134
internal_value=0 -0.0117915 0.00769736 -0.0145204 0.000642283 0.0163387 -0.0188827 -0.0144677 -0.00890648 -0.0324738 -0.00534501 0.00335462 -0.0275803 0.00159291 0.0729445 -0.0032214 -0.0130463 -0.00337522 0.00433101 0.00368055 0.011684 0.00147515 0.0245827 -0.0142064 0.0167796 -0.00677832 0.0131796 0.0308502 0.0284515 0.035774 0.019977 0.0069375 0.0160326 0.0192675 -0.0295961
internal_weight=0 122.285 209.886 110.238 24.6293 70.1998 85.6087 64.618 47.1248 20.9907 22.0735 139.686 4.27399 17.8395 2.26871 16.2345 44.8561 20.1554 135.412 133.019 35.0742 19.7799 5.2056 10.337 6.96681 14.5743 12.0473 21.4102 1.44235 18.0716 6.89188 5.25094 5.89756 10.4315 1.04177
internal_count=75119 40767 34352 39087 6917 7019 32170 21726 16908 10444 6328 27333 1270 5447 700 4937 16208 6959 26063 25654 6516 3669 620 2912 1861 3049 1680 2764 554 2114 938 731 2025 1425 246
shrinkage=0.1


Tree=50
num_leaves=36
num_cat=0
split_feature=3 3 9 3 9 10 10 5 9 9 10 10 3 0 10 5 6 9 5 5 5 5 3 5 6 0 13 5 3 0 9 6 5 5 0
split_gain=2.63202 1.20787 0.580697 0.537919 0.53653 0.49 0.559942 0.473117 0.429863 0.932884 1.2124 0.651579 0.592937 0.555395 0.484042 0.553263 0.473368 0.367058 0.455776 3.47969 0.695928 0.668209 0.717844 0.664329 0.532105 0.422786 0.358088 0.356948 0.356443 0.344082 0.337044 0.330031 0.329392 0.327713 0.32091
threshold=-0.44378728792071337 0.1917944362794515 -0.15093437884433972 -0.90506467130035151 -0.44893832072519474 -0.45134524409882903 -0.4509362535116449 -0.00055061017088665887 -0.1942085329469812 -0.19426910690630034 -0.094685696451419457 0.68616721963547589 0.0067661181092262277 0.040765872225165374 0.6861634150630862 -0.0010594114037486624 -0.7323331032488698 -0.17888370891211655 -0.063918118103168664 -0.063997099069168645 -0.090687653762888135 -0.050337044125870957 -0.051254657097160809 -0.094021561740462348 -0.55083812278666544 0.034080334007740028 -0.0023238068933248489 0.0080696933366163365 0.94457840931136172 0.036015722900629051 -0.16314435463752519 -1.276101767212741 -0.020171674381025351 -0.019440749836901864 0.0058885337784886369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 31 -4 7 -2 -7 28 9 10 13 14 -11 27 15 -12 26 -10 19 20 23 22 -20 34 -22 -23 -16 -8 -3 -27 -31 -1 -32 -34 -19
right_child=1 4 3 -5 -6 6 8 -9 17 12 11 -13 -14 -15 16 -17 -18 18 21 -21 24 25 -24 -25 -26 29 -28 -29 -30 30 32 -33 33 -35 -36
leaf_value=-0.036309777692830225 -0.049096087708718955 0.0036160040027637254 0.03110472391085178 0.0071866170938233824 -0.02611884952510677 0.025756339276083687 -0.081434366197866093 -0.024348334703953277 -0.035146600441806973 0.016224353837916015 -0.020398174918306144 -0.028657549294971354 0.082941301573899173 -0.018532499287939055 0.059530703211148228 0.0075753750389331636 0.004313931039303844 0.032133652018292921 0.051202699982702327 0.12811948880338195 -0.1025519566475265 -0.021844861073162219 -0.11056432421165126 0.092559066038934767 -0.022051364732336348 0.077440804197061661 0.017075012444435867 0.0016167253106280661 0.059558574056201768 0.061726013367666824 -0.05032487396033658 0.0085645628460152452 0.10740047117889057 -0.0035328234735749631 -0.0074127090457924184
leaf_weight=1.677885233046253 2.1848928916442665 4.1667562156217173 25.997244382891949 14.730957207095342 35.668641923897667 7.2477256072452283 2.8910752419469632 4.5232136606064142 4.7751364976575124 18.611930150305856 10.163817579377787 6.044931662734597 1.4347879100823764 7.6057370733324206 3.844662238843739 23.229384952319382 9.2372120955260453 2.3238827745226542 0.34923604581854295 2.0734352589352048 1.1371957897208629 17.911687041596451 1.2786957551434159 0.75870762934210034 2.9540818744280832 0.54423356217739893 4.1107765694614526 0.63033474868279871 1.5673813280300235 0.77272878830263181 1.5207523471908668 70.581212622455496 0.27019193931483343 18.483053603980803 17.536534863298584
leaf_count=223 637 1285 4106 3853 16742 1414 695 1327 1228 2544 2424 1252 417 2161 478 4450 1156 401 116 585 383 4707 379 173 731 142 554 124 692 136 478 7858 49 6464 4755
internal_value=0 -0.00593358 0.0129048 0.0224538 -0.0203227 -0.00204465 -0.00143179 -0.000167168 -0.00265958 0.00204925 -0.00355732 0.00237204 0.0209994 -0.0337344 0.00608003 -0.000938874 0.0197128 -0.00834756 -0.00646329 0.00368846 -0.00675247 -0.013074 -0.0758609 0.000722965 -0.044427 -0.0104865 0.0375928 -0.0665682 0.0189075 -0.00106373 -0.00309373 0.00752256 -0.00556428 -0.00193452 -0.00278536
internal_weight=0 215.853 112.987 40.7282 45.926 169.927 167.742 10.2574 160.494 87.8047 67.7579 56.6308 20.0467 11.1271 50.5859 33.3932 17.1927 72.6896 67.9144 26.7838 24.7104 41.1306 1.62793 20.6191 4.09128 39.5026 7.95544 3.52141 5.73414 21.591 21.0467 72.2591 20.274 18.7532 19.8604
internal_count=75119 59079 16040 7959 20046 39033 38396 3304 36982 16255 13294 10314 2961 2980 9062 6874 2188 20727 19499 7028 6443 12471 495 5329 1114 11976 1032 819 1977 7269 7127 8081 6991 6513 5156
shrinkage=0.1


Tree=51
num_leaves=36
num_cat=0
split_feature=3 1 9 3 9 4 4 11 9 9 1 4 8 4 9 3 8 11 3 4 4 3 3 3 15 8 14 14 9 9 15 11 11 4 4
split_gain=2.43414 1.19985 0.601127 0.608791 0.432123 0.409872 0.563006 0.424517 0.395494 1.45586 0.511966 0.479826 0.392069 0.467976 0.380512 0.517729 0.433843 0.374731 0.340109 0.325615 0.569564 0.738635 0.508661 0.423675 0.36431 0.322661 0.311384 0.460635 0.306434 0.484135 0.306269 0.29439 0.291315 0.331127 0.502874
threshold=-0.20313246920704839 0.0072391419671475896 -0.42447059611136456 0.49530148462508811 -0.12700737472605991 0.13025752454996112 0.19073410332202914 -0.0058721623490670454 -0.19514591051766497 -0.1942085329469812 0.017375187017023567 0.0050151178147643813 -0.022052312576026859 -0.0068976329639554015 -0.43455680629513921 -0.76967736257938657 -0.45317902796789988 0.035017590264164074 0.093816209584474577 0.0035190135240554814 -0.010641478002071379 -0.75165071140509088 -0.99687453180376895 -0.99156857885827765 -0.36553339039383331 0.12330117439526067 0.66126849048607339 0.60852823013467605 0.070334891574211425 0.07033595950073411 -0.074635822418167477 -0.014744223388000488 -0.011116842197127108 -0.0072452314198017112 -0.0045056589879095546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 12 8 -5 18 -7 -8 10 -10 -4 28 -3 -14 16 26 -1 -13 25 20 21 24 -22 -21 -18 -2 27 -16 -11 -30 -20 -28 -24 -34 -35
right_child=1 2 3 4 -6 6 7 -9 9 11 -12 17 13 -15 15 -17 19 -19 30 23 22 -23 32 -25 -26 -27 31 -29 29 -31 -32 -33 33 34 -36
leaf_value=-0.035239335867613818 0.00092496090734897575 -0.015674710243989629 -0.073711984356104474 -0.016323918247252798 -0.042445011747984637 0.050865126575629263 -0.029484653269860103 0.020953437064364294 0.044518311538567681 -0.027443232211250786 -0.018013316404593308 0.0021345091121548593 0.039374516141200661 0.0013106943023283811 0.01813737285041471 0.0042421415295394995 0.0089314977485873154 -0.098776368685075222 -0.082833162842701466 -0.066780358255469616 0.059971533044303152 0.031901392806391586 0.045809218665281697 -0.0023570616935747967 -0.050419634362667914 0.039576003034038021 -0.015512817314851419 -0.067291800014127004 0.040671884729523655 -0.014357564491513966 0.0056688140398545722 0.048187886497107785 0.075918126696498944 -0.084199518939717596 0.0080952235206626644
leaf_weight=2.8622363040922201 32.022069563725381 10.494371503329601 1.8159050618123753 13.736544357394452 11.751015311394438 4.4792176047558305 2.3155515000398728 5.9734529894049038 5.0614762220066032 18.291095116546785 18.090692410682095 21.695295048411939 3.8659678302938145 19.633668076392496 55.455989339643565 33.918813086020236 1.4577893710229544 0.3743460990517623 0.88722084901382914 1.164865601051132 2.9657155757304272 2.6735658280085763 2.3371291724033627 8.2548796705668774 3.5594686970580369 2.3160679870634331 0.83019169588806097 0.63843344905762833 1.7526970757171536 18.19955169898094 0.69914917014830169 5.7528774646198135 0.64742611674591621 0.63182557036634079 8.9919568725163206
leaf_count=273 4722 2260 413 5334 7305 395 314 724 1361 5260 4952 6135 1022 5499 8732 6951 134 69 174 106 154 259 203 781 354 381 67 101 546 8096 283 754 59 70 876
internal_value=0 -0.00666882 -0.0112363 -0.0148061 -0.028367 0.00691025 0.0222997 0.00686345 -0.0107533 -0.00699542 -0.0230942 -0.0113185 0.000395897 0.00757264 0.0109388 0.0141941 0.00209294 0.000422854 0.00144057 0.00536217 0.0117133 -0.0105524 0.0227086 -0.0103238 -0.0331749 0.00353193 0.0195797 0.0171651 -0.0180942 -0.00952352 -0.0438283 0.0401546 0.0139436 0.00669287 0.00203584
internal_weight=0 193.455 144.763 110.769 25.4876 48.6927 12.7682 8.289 85.2811 65.3745 19.9066 60.313 33.994 23.4996 132.143 96.5963 35.5469 22.0696 35.9245 32.6846 23.2649 7.69082 15.5741 9.41975 5.01726 34.3381 62.6775 56.0944 38.2433 19.9522 1.58637 6.58307 12.6083 10.2712 9.62378
internal_count=75119 55245 48252 39471 12639 6993 1433 1038 26832 21467 5365 20106 8781 6521 19874 16605 3269 6204 5560 2996 2109 747 1362 887 488 5103 9654 8833 13902 8642 457 821 1208 1005 946
shrinkage=0.1


Tree=52
num_leaves=36
num_cat=0
split_feature=1 3 9 9 3 9 8 9 8 3 15 3 3 8 9 12 9 9 8 11 3 3 7 7 11 12 7 1 9 12 15 8 12 9 9
split_gain=2.34326 0.89205 0.613476 1.12677 0.44547 0.421772 0.459481 0.454255 0.401034 0.366803 0.35855 0.349284 0.325634 0.328355 0.327275 0.31398 0.335921 0.585087 0.516779 0.305986 0.39504 0.354775 0.303489 0.318975 0.301691 0.292578 0.289256 0.286145 0.270667 0.281082 0.390832 0.340268 0.33981 0.443796 0.281466
threshold=0.016509989276528362 -0.10427655000239609 -0.53355871336626615 -0.53378237695904607 0.54305325802124582 -0.42449237182921723 -0.48709461547269173 -0.53355871336626615 0.16532108238291657 -0.96036831965102454 0.27604471881204617 -0.48988643242046231 0.9875430219435658 0.18567067955103525 -0.12700737472605991 -0.0039312319775906312 -0.1942085329469812 -0.19426910690630034 -0.1107940892426099 0.0091776780323538573 -0.76967736257938657 -0.99687453180376895 -0.28546658359422439 -0.079490440760291062 -0.0012418916309672567 -0.0014776560915645352 -0.56935040039511697 0.18739924579858783 0.1154023229194138 0.0043327776138990803 -0.07294151712334758 -0.25513706794028945 0.0063124704206192544 -0.23161029333491948 -0.22495791406350094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 7 -7 19 -3 28 -11 24 13 15 -14 -4 17 18 -17 21 -21 -1 -18 27 -12 -25 -13 -24 29 30 31 -8 -31 -34 -33
right_child=1 2 12 -5 -6 6 9 -9 -10 10 11 26 14 -15 -16 16 22 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 32 -32 34 33 -35 -36
leaf_value=0.0367633813802608 0.0047464760725688584 -0.027749604730746193 -0.020481953038669756 0.057747263814946305 -0.053117228910304216 0.041166958985639712 0.10725049474488091 -0.078004602045358154 0.022168461943194315 0.0100939157805768 -0.0088291539213502159 0.044700910998999949 -0.017966795126440893 -0.025367529622350306 -0.063648888258140635 -0.052446119397325464 -0.044460264172763379 0.049914723067611931 0.0021053512664622794 -0.049863884238428351 0.011819108291095108 0.00086514357557047916 0.018307531635978053 0.0064337616658587827 0.03360089937083522 -0.020542843098068229 -0.025026294217444414 -0.021224016172870397 0.02993779407070354 0.075257989394362179 -0.015845261321834888 0.038835591114366422 0.032880250973046511 -0.026340388856843328 -0.050458211801902381
leaf_weight=3.0575238696183069 38.026773306450195 5.0524431274679955 24.847684158477932 3.3899564659222943 1.1675669288670167 5.0564101720738099 0.48927978510619174 0.74416685744654287 2.3617029874294531 73.417665157801821 3.6977331750385929 0.64228240039665152 3.8203950867173262 19.455447313455807 2.6603400834392223 1.9139378000691127 2.816743202158249 2.3297376994742072 18.738893397821812 2.4886312144808471 1.7815364028792817 27.641157832229514 6.0442858328606182 4.9024440840876187 3.0646215312590348 22.344892922272273 8.072538494714534 2.6267935897121788 14.276431322636199 1.1348079904710173 5.7753661672904855 1.2028195705497637 4.3611938888498107 1.7826846973330255 0.49964413330599167
leaf_count=171 8947 1421 7735 934 486 605 79 157 806 12121 537 109 1705 7562 1723 433 882 643 5497 215 207 2514 1895 1846 529 9089 1560 1209 1794 111 747 150 361 196 111
internal_value=0 -0.00864352 -0.0127729 0.00998813 0.00842616 0.00887755 0.0116458 -0.00069349 -0.0118487 0.0103853 0.00717795 -0.00665425 -0.0149588 -0.0136286 -0.0367193 -0.0109903 -0.00716898 0.00240885 -0.00295004 0.000951757 -0.0241294 0.00444053 -0.0128518 -0.010373 0.0103997 -0.0156891 -0.0198874 0.00633195 0.020043 0.0107773 -0.002201 0.0337524 0.0249831 0.015697 0.0126294
internal_weight=0 161.332 123.306 10.8041 160.354 159.186 123.473 35.713 7.41415 118.417 88.8948 15.4772 112.502 106.021 6.48074 86.5654 61.7177 22.9826 20.6528 34.9688 4.27017 30.6987 38.7352 35.9184 6.76235 27.2473 8.71482 8.67108 29.5222 15.2458 7.96711 2.19174 7.27869 6.14388 1.70246
internal_count=75087 52327 43380 3161 22760 22274 19010 3264 2227 18405 14856 2735 40219 36791 3428 29229 21494 6573 5930 3107 422 2685 14921 14039 1066 10935 1669 3104 3549 1755 1087 340 668 557 261
shrinkage=0.1


Tree=53
num_leaves=36
num_cat=0
split_feature=3 3 2 2 10 10 10 8 14 2 3 3 11 0 14 2 3 11 8 6 14 10 8 6 2 14 6 3 6 10 6 8 6 2 11
split_gain=2.15001 0.666159 0.455184 0.428916 0.447311 0.351581 0.453711 0.34164 0.31625 0.315137 0.329545 0.291328 0.368655 0.28624 0.627391 0.278156 0.513716 0.594401 0.443053 0.273946 0.278799 0.269134 0.314121 0.267979 0.259407 0.258218 0.27798 0.257102 0.244155 0.243109 0.26702 0.245133 0.232138 0.226489 0.226033
threshold=-0.042588242329657071 0.1917944362794515 0.037529459223151214 0.00015313491894630718 -0.063758888514185152 0.68616721963547589 0.6861634150630862 0.12330117439526067 1.0955309630343979 0.19143979251384738 0.02409590128809214 -0.98500787093507813 0.017848449658927283 0.051758147776126869 0.16919532319657551 0.11823886260390283 0.093816209584474577 0.00016469996302360818 0.27609300184808816 -1.1556044661941309 -0.18416570193329343 0.52295549283151466 -0.1063476647641533 0.65813076229281153 0.00047523764078505343 -0.34747003349262545 -1.5623133730693419 0.9875430219435658 1.7005057551187399 -0.20245903940376075 -0.5732308365498463 -0.20050892167599935 0.36537781655371609 0.97487950325012218 -0.012775579951422806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 4 -1 6 9 -8 11 10 21 -5 19 14 -7 18 17 -17 29 20 -13 -4 -23 -10 34 -3 33 -28 -21 30 -12 -31 -14 -27 -2
right_child=1 25 5 8 -6 13 7 -9 23 -11 15 12 32 -15 -16 16 -18 -19 -20 28 -22 22 -24 -25 -26 26 27 -29 -30 31 -32 -33 -34 -35 -36
leaf_value=0.0086273900285296946 0.082434994750566676 -0.0029841537782771851 0.0091485241217485937 0.018825093829912074 0.02790406834933673 0.062749557252672714 0.0181360786237501 0.087663768842976539 0.021912427033886954 0.033967584755744407 0.033011954143213736 -0.12214733268791106 0.013804042134874404 -0.036712329412030432 -0.061139351102542518 -0.013220860999155615 -0.011399060985797063 0.076477166245350447 -0.068234249069506162 0.0013825619801958423 -0.020236234670664738 -0.12324779636311534 -0.0091399181775295227 0.10353906030565714 -0.017580247247055307 -0.013422595596810669 -0.019875277497932373 -0.042237901657110631 -0.036738433815851582 -0.07933705210273867 -0.043260552037561149 -0.0038547646636448545 0.057279497937157947 0.15174231089389478 0.0023186401095417644
leaf_weight=40.102744369731226 0.43139818368945304 7.9645094705920192 21.589017791688097 10.748670488974311 17.200998383021215 0.99386037149815709 6.2622133690165347 0.79663366731256235 1.7084553157328621 2.4728486696258178 0.52695840415253759 0.32487487513571989 5.2893985506379968 4.3537183596927207 0.69433940132148564 1.2734225115418651 6.2043871509522432 1.7596303185273425 1.4927924710354989 94.381686140837701 1.545327302344957 0.32370756531599909 0.94707726618798804 0.52602997887879599 27.694804293925699 0.16794846439734001 30.27857995114573 6.1926226048599338 1.7105605712858949 0.44287411341793159 3.5588335121356094 15.081965545676214 1.5995870735205242 0.16419579420471564 1.9170095232839255
leaf_count=3439 58 2899 5834 1723 2231 176 906 115 257 1025 130 39 853 835 135 458 2254 496 369 19004 308 51 228 116 7032 58 13727 3299 425 127 1079 4688 295 85 333
internal_value=0 -0.00919024 -0.00460566 0.00731727 0.0144137 -0.000119891 0.00209903 0.0259827 0.00386623 -0.000929186 -0.00255124 0.00314597 0.00153865 -0.0231586 0.0117953 -0.00938282 0.00508925 0.0388176 -0.0157176 -3.37784e-05 -0.0379393 0.00651603 -0.0382067 0.0411285 -0.0148744 -0.0193099 -0.022843 -0.0236723 0.000703961 -0.0117199 -0.0334234 -0.00600803 0.0238988 0.0682268 0.0170359
internal_weight=0 143.585 98.8175 175.138 57.3037 68.7743 62.7324 7.05885 117.835 55.6735 53.2007 115.6 104.851 6.04192 1.6882 30.3409 9.23744 3.03305 21.1034 97.9624 1.8702 22.8598 1.27078 2.23449 30.0432 44.7679 36.8033 36.4712 96.0922 19.6106 4.08579 15.5248 6.88899 0.332144 2.34841
internal_count=75087 46397 26329 28690 5670 18906 17760 1021 23020 16739 15714 22647 20924 1146 311 9601 3208 954 6393 19776 347 6113 279 373 7423 20068 17169 17026 19429 6024 1209 4815 1148 143 391
shrinkage=0.1


Tree=54
num_leaves=36
num_cat=0
split_feature=1 2 2 13 4 1 13 8 15 1 2 15 14 4 13 13 1 8 15 8 13 14 4 14 14 2 15 15 15 8 13 14 14 14 15
split_gain=1.96457 0.579409 0.577532 0.4969 0.325334 0.311262 0.290503 0.256951 0.253066 0.266736 0.272704 0.290224 0.467954 0.297058 0.271194 0.330923 0.243862 0.23288 0.224629 0.241302 0.358145 0.327447 0.270263 0.23682 0.255177 0.36975 0.313578 0.221188 0.220033 0.217157 0.297087 0.300038 0.247429 0.258242 0.215072
threshold=0.019745610654354099 0.12576947361230853 0.0033768047578632836 0.0069958680105876225 -0.027742934878915545 0.97452569007873546 -0.0024384939807032217 -0.12268962439213869 1.2991545835695379 3.3524884202051915e-05 4.3078741782665028e-06 -0.10712300772515618 0.091376974921357171 -0.00019141357188345862 0.0071959905691601862 0.0022036043676089329 0.090677477419376387 -0.45317902796789988 1.1720649671890164 -0.27519569207647093 0.010717523734796808 -1.2245355080666931 -0.0031676692888140674 -0.74566412228310763 0.054855187296318032 0.00013520924403565007 -0.39460527082096336 0.28551281683569946 -0.60165903454051362 -0.16460288629789629 4.4163892780565754e-05 0.45123115245303519 -0.96416794508636117 -0.2583383195233791 0.3900647284407241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 5 -2 16 -6 -3 9 14 11 -11 13 -13 15 -1 -4 -18 19 20 21 -12 -23 -24 26 -26 28 -17 -25 30 31 -21 -32 -34 -9
right_child=2 7 3 -5 6 -7 -8 34 -10 10 18 12 -14 -15 -16 27 17 -19 -20 29 -22 22 23 24 25 -27 -28 -29 -30 -31 32 -33 33 -35 -36
leaf_value=0.022239207773304664 0.036767518533203009 0.082143522169922656 -0.0025749027801074669 -0.02616363378319303 0.020760972899575739 -0.081600119289046411 -0.0092443726728178004 -0.040727762569430719 -0.04059665792315844 0.063406318082207411 0.086930202550627445 0.021802970248990305 0.060931208461258948 -0.051211264552344406 0.073148416385533155 0.0041191478837599603 -0.099200810950303531 -0.011473100648368659 0.053947745378088274 0.00011787374796116523 0.074600212547775838 -0.0051762828439498804 -0.031225727364534862 0.034324954803746241 0.04489439418750571 -0.01787791238329469 0.038074162970759842 -0.055341178025899954 -0.038064995142532032 0.006385814884613321 0.033872011541814621 0.043959469326428573 -0.048006022296274237 -0.011568292166185962 0.031472817018322559
leaf_weight=16.862131124173182 3.358809201919942 0.20276069315150369 49.389330475743918 17.878668114221 5.1745052730038887 0.57562234857323247 8.5717560062148515 3.8711715749523128 1.049060872523113 1.702937902882695 0.57509199879132822 1.1161160785704853 1.2952295656577915 1.112763328244909 0.8938726647029388 2.0421663239103505 0.30400255249696684 65.232416884548002 0.97912247144267794 12.81954385854988 0.96406624728115176 7.4027625884045927 0.91651762905531242 0.70796743500977743 1.3482530857872923 3.0865874413575511 8.3188757837196832 0.90191564802080382 1.0318808251177003 82.075214614549623 0.91896214825101097 1.7774385048542161 2.5474415635835603 8.2248747788835299 0.46179006702732284
leaf_count=1413 617 50 14835 6553 1199 237 1670 1289 109 107 37 91 95 94 82 184 54 25330 96 1831 147 982 94 70 123 477 1172 73 90 13618 77 256 335 1393 207
internal_value=0 0.00736301 -0.00843145 -0.0106499 0.00886768 -0.00824855 0.00205054 -0.0278842 0.00835804 0.00867977 0.00710182 0.0295091 0.0131291 -0.0146492 0.0192697 0.0168381 -0.00788116 -0.01188 0.00622576 0.00587368 0.0148685 0.0124064 0.0105277 0.0180716 0.021189 0.00120574 0.0299995 -0.0140964 -0.00860856 0.00385232 -0.00405758 0.00545636 -0.0159361 -0.0201851 -0.0330329
internal_weight=0 165.207 150.485 133.38 17.1051 115.501 13.7463 4.53572 160.671 159.622 138.922 5.22705 3.52411 2.22888 20.7001 19.8062 114.926 65.5364 133.695 132.715 24.352 23.3879 22.8128 15.4101 14.4936 4.43484 10.0587 2.94408 1.73985 108.363 26.2883 14.597 11.6913 10.7723 4.33296
internal_count=75087 24592 50495 47009 3486 40456 2869 1546 23046 22937 21185 387 280 185 1752 1670 40219 25384 20798 20702 3192 3045 3008 2026 1932 600 1332 257 160 17510 3892 2087 1805 1728 1496
shrinkage=0.1


Tree=55
num_leaves=36
num_cat=0
split_feature=3 3 5 2 3 5 5 12 2 1 2 5 5 10 1 3 13 5 12 12 3 5 12 10 1 2 3 1 5 14 10 2 10 13 12
split_gain=1.91913 0.692136 0.503479 0.368403 0.355395 0.345636 0.380215 0.391629 0.34179 0.339644 0.483028 0.369637 0.329779 0.321366 0.36544 0.275441 0.277711 0.399288 0.271367 0.269239 0.26739 0.311529 0.32042 0.259423 0.257263 0.256352 0.343825 0.339865 0.383501 0.300065 0.289487 0.327607 0.263549 0.262007 0.247404
threshold=0.01682344940491021 -0.42168843528088468 -0.013522383233342398 0.026662554591894153 0.1917944362794515 -0.011001367243160221 -0.00055061017088665887 0.0068678248630182582 0.94618722796440136 0.0017298166640102865 0.016832524910569194 -0.21245611184624288 -0.10728686415854045 0.68616721963547589 0.021686764433979992 -0.98881143951439288 0.00022502822600054489 -0.11333062640081627 -0.0031611732441922829 -0.0033271617125619269 -0.56478998846432649 -0.46857393797537766 -0.0097727932725676179 0.52295549283151466 0.79662889242172252 0.099692177027463927 0.093816209584474577 0.060650642961263664 0.063173749000515686 0.37300444862700705 0.72015633900758502 0.13819427043199542 0.8334184764227669 -0.0087023329992285976 0.0068678248630182582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -2 25 -6 8 23 -7 10 11 -3 34 24 -15 -1 -17 20 19 -4 21 -18 -23 -8 -11 29 27 28 -27 32 31 -28 33 -5 -13
right_child=3 9 18 4 5 6 7 -9 -10 13 -12 12 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 26 30 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.028882572695562315 -0.075131407396812233 -0.089115655624721235 -0.006697277501253783 0.023396113330206469 -0.026285691488797804 -0.0024186068713492482 -0.029237212763645021 0.016659846478658435 0.049626555972167141 -0.0019862491477279794 0.023063983395065119 0.062361463982043147 -0.0048936657015790693 -0.079378262359260585 -0.013322604858982089 0.018948956591103381 0.13795309285039301 -0.0054670437581896868 0.0074336068022593975 -0.086212311773581587 -0.029418410510536376 -0.035276855068404604 0.051612477376390201 0.081937928337489974 -0.07590766727641049 0.024890056963983064 -0.034731144810444987 0.002140939665493934 0.10578120157662595 -0.045323260987896213 -0.088073938520342676 0.0071271841663828207 0.060967886896384674 -0.013523349366405497 -0.0056049832356828899
leaf_weight=14.260570011567323 0.93480403152352565 0.47541566840664273 12.293516153629751 2.1246521956563909 24.308851322541159 4.7498038453486542 10.160648772322016 2.570538426807615 1.7183018907307994 80.231876872727298 13.006081304323741 1.3800467348774028 15.793780724150563 1.1232503237551998 3.2924583917483687 28.147226590586797 0.32126755808712992 12.975268695197881 37.681777917196086 0.44111246522515912 0.57750315277371811 0.53606177668552968 2.0376932700892203 0.21431808920169793 0.47357865733647386 2.3153610031004095 2.6123623431485576 4.4017599299113499 0.78472919866908331 2.4270691411365979 0.43700791092123914 6.5776956451081787 0.5357729087700126 20.174170667080034 0.87523689508088853
leaf_count=1765 297 84 1989 606 12208 1653 4208 1129 773 20549 1346 146 2144 165 685 5055 116 2398 4198 55 154 144 430 97 185 587 916 1557 137 677 62 2571 62 5856 83
internal_value=0 0.00478384 0.0105027 -0.0126923 -0.0120144 -0.0183401 -0.00839092 -0.0182831 0.0114076 -0.000573184 0.00829264 -0.00207835 0.000214225 -0.00385726 -0.0301256 0.0167851 0.0129166 0.0025933 0.00316859 -0.00945159 0.0327112 0.0451049 0.0335152 -0.0269406 -0.00242002 -0.00549007 0.00395379 0.0200035 0.0453661 -0.0118936 -0.00855286 -0.00477145 -0.00834036 -0.0100056 0.0359849
internal_weight=0 225.924 109.272 87.0478 86.113 43.7225 19.4136 12.9455 6.46811 116.652 31.5306 18.5245 18.0491 85.1212 4.41571 58.8556 44.595 16.4478 50.4164 12.7346 3.47253 2.89502 2.57376 10.375 80.7055 42.3906 17.1289 7.50185 3.10009 25.2617 9.62707 9.19006 22.8346 22.2988 2.25528
internal_count=75087 41691 16304 33396 33099 20068 7860 5434 2426 25387 3803 2457 2373 21584 850 10062 8297 3242 6242 2044 844 690 574 4305 20734 13031 5830 2281 724 7201 3549 3487 6524 6462 229
shrinkage=0.1


Tree=56
num_leaves=36
num_cat=0
split_feature=1 2 2 9 9 5 2 2 9 9 8 1 8 1 1 9 9 9 9 5 5 6 11 8 5 5 5 6 1 8 6 8 11 6 6
split_gain=1.57723 0.717445 0.490471 0.466259 0.321973 0.439365 0.519116 0.403347 0.386478 0.647161 0.495153 0.392078 0.364066 0.352607 0.332521 0.361597 0.3964 0.52512 0.370885 0.322838 0.316617 0.312929 0.302589 0.299131 0.296984 0.27918 0.320363 0.270168 0.281156 0.2697 0.25363 0.253546 0.429265 0.252503 0.251985
threshold=0.003034768509678543 0.00047523764078505343 0.46735753118991857 -0.11982193027285598 -0.53355871336626615 1.0000000180025095e-35 0.028137317858636383 0.023621456697583202 -0.42449237182921723 -0.42447059611136456 0.102610110952253 0.039795940741896636 -0.12765653516906048 0.14907027781009677 0.22197739034891131 -0.19514591051766497 -0.1942085329469812 -0.18062227901303712 -0.21771518486489991 0.098457828221255012 -0.014118930125201637 -1.0024341152313216 0.0075825105721978097 -0.0015958170465113386 -0.0013615035867621387 -0.11333062640081627 0.27416839812637767 0.1825498194011331 0.025249249301850799 -0.043554829254929595 -0.71689277020613118 0.14176414046054156 -0.02094707394704835 -0.34330565927479484 -0.28478332540394052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 4 25 5 6 21 -7 11 10 13 -6 -13 30 15 18 23 -18 27 -16 -2 -3 -22 -17 -8 -4 29 28 -11 -27 -10 32 34 -24 -19
right_child=1 2 3 -5 8 7 24 -9 9 14 -12 12 -14 -15 19 16 17 31 -20 -21 22 -23 33 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0097635004842227865 0.0250816835307212 -0.08623540882379245 -0.035388607010286274 -0.034736622876066964 -0.064402566707075379 -0.10552420050603598 -0.018796179386274599 -0.011093724575732346 0.02466158964325129 -0.042925054315891019 0.083270592997645776 -0.077192960736718219 -0.0086741542940337972 0.10069348068152924 -0.012338294659808567 0.0049507603922664513 -0.045789129996033691 0.077480534622821604 -0.050073405054347424 -0.044310124596802447 0.0073549107380600975 0.0038858501229861275 0.013920319549193112 0.040681226086599916 0.046751858836481516 -0.096015738791498689 -0.037326847016089848 0.0073662185044641535 -0.0095367592069124651 0.0025618159350290519 -0.016119979992138236 -0.024722846567355045 -0.0023017015818544984 -0.066208881751978796 0.012688822436253237
leaf_weight=105.75002111490357 9.8523593663667288 0.39922470669262367 3.5447074723051655 11.401447573909534 2.0450441786670117 0.54990141402231474 0.80362460855394591 2.549251388409175 3.3679652113933112 3.5572173807595453 1.1542331122327594 0.86311360716354002 7.6360364655847652 0.42193288123235095 14.641133946377524 7.2524308328283951 2.9136728046141718 1.0534375298302623 2.8057394432980791 4.0269308033311964 10.533283194987233 11.04059184540529 0.60837409703526635 3.4613229174865392 4.9415292997146016 0.28271386257256637 2.5773136327334205 5.5412801469792603 8.6670040661410876 15.163293175082798 2.7869311844697218 4.6330888479933483 50.929706515078593 1.1122274441586331 1.3953142984828364
leaf_count=12722 1656 67 1352 7700 448 98 239 719 623 806 209 174 1969 133 5806 1303 809 270 802 1476 1526 1781 60 815 1127 57 1079 1579 2449 5667 555 1829 16610 129 393
internal_value=0 -0.00527873 -0.00734064 -0.0183804 -0.00490501 0.00680763 0.0130577 -0.0278491 -0.00674453 -0.00511352 0.0228602 -0.0250914 -0.0156324 0.0122582 -0.00706401 -0.00459997 -0.00124431 -0.00436366 -0.016286 -0.019235 0.0117349 0.000740813 0.00100383 0.0164943 0.0375831 -0.00973407 -0.0046885 -0.0109499 -0.0192527 0.000757514 0.00619573 -0.00228303 -0.000335326 -0.0378766 0.0405618
internal_weight=0 204.513 182.407 32.9695 149.438 20.2841 17.185 3.09915 129.154 118.609 7.73106 10.5442 8.49915 6.57683 110.878 92.2102 71.639 60.9252 20.5712 18.6681 22.1062 11.4398 12.2539 10.7138 5.74515 21.568 18.0233 17.7655 12.2242 15.446 6.1549 58.0115 53.3785 1.7206 2.44875
internal_count=75037 62315 58944 15855 43089 4031 3214 817 39058 36467 1520 2591 2143 1311 34947 27665 22029 19911 5636 7282 3371 1848 1715 2118 1366 8155 6803 4834 3255 5724 1178 19102 17273 189 663
shrinkage=0.1


Tree=57
num_leaves=36
num_cat=0
split_feature=1 1 10 8 6 4 13 1 14 14 4 14 8 13 14 4 8 4 8 4 11 4 8 1 4 6 13 4 6 6 1 13 10 4 11
split_gain=1.38276 0.355465 0.274657 0.277559 0.477176 0.437646 0.441609 0.264326 0.268375 0.318826 0.342347 0.317675 0.26282 0.254711 0.243082 0.238563 0.228806 0.297018 0.249208 0.248311 0.242007 0.226224 0.330086 0.258013 0.223961 0.222595 0.21165 0.277309 0.208251 0.24794 0.205054 0.220532 0.203632 0.203595 0.518232
threshold=0.019745610654354099 0.57421419024467479 -0.063758888514185152 -0.3097688309776841 1.1966815897438117 0.025637406855821613 0.0099881471337294175 1.7136442693299617e-05 -0.40950525424349887 -0.24962569395190573 0.10752806067466737 -0.4494503334622903 0.18567067955103525 -0.0021335942679758767 -0.18416570193329343 0.0057368874549865731 -0.42434158535139771 0.0060968155739828953 -0.48709461547269173 -0.0031676692888140674 -0.01631105161144383 -0.07701546978205441 -0.18125047563374011 0.0032260640291497116 0.00021381134865805509 -1.0000000180025095e-35 -0.0045735373185202682 0.09734749794006349 0.78991508368758967 0.21484965195438674 0.00013145748380338776 -0.0048487834999716628 -0.11845079918893441 0.38802520651370292 -0.00097276939678319068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 5 16 26 28 11 10 15 13 -2 -9 -11 -10 17 18 30 25 -21 22 -5 33 -3 -18 -7 -28 29 -4 -1 -32 -24 -23 -35
right_child=1 24 7 21 -6 6 -8 8 9 14 -12 -13 -14 -15 -16 -17 19 -19 -20 20 -22 23 32 -25 -26 -27 27 -29 -30 -31 31 -33 -34 34 -36
leaf_value=0.051354923124059641 -0.0038498503228087512 -0.028742122122492039 0.036090979825510038 -0.066066463323644492 -0.061605144188093597 0.059931666472708395 0.11824397074666469 0.024592169843719838 0.047768301007536013 -0.023958372435041373 0.10216176105437057 -0.085782255181859335 -0.01655407459567183 -0.022952280157235411 0.01158454786041953 -0.0321103964597294 -0.032786556209702257 -0.064063268508154164 -0.030866711313370133 -0.0025474633305904663 0.049550482689818182 0.0073591166186831765 0.02262604809202504 -0.0056285166706056258 0.0066879446274278696 0.024649508212801888 0.039222101687477584 -0.026242731628807348 0.077314196001378732 -0.019686301761647512 -0.052855114562780248 0.021955417133681213 -0.027991770368388513 -0.082288217696045829 0.025214308160229182
leaf_weight=1.1749681916262491 115.21439488774013 10.900679473725175 3.7120873136300352 1.1999590978666672 0.79051120406074815 1.6038698558040776 0.67105439919396292 1.8909670918947084 1.1523973991716041 2.0152857532630142 0.77058197109727178 0.52489103144034643 18.964448448805342 2.7883374612138141 42.564110913399418 0.55344952891755372 1.3585820649313975 0.80170668236678455 1.5238361916272003 1.2573558310978148 3.0654477301868557 49.99618243920122 1.4799522514949783 28.856905284737877 2.1332964880784848 1.3405628879845641 1.6924031274393194 1.0476009089215947 0.87153777189087112 1.0148230397608129 0.58400667295791175 1.2114335118676536 1.7166421642759808 0.87058322359371232 0.92473793993121833
leaf_count=80 36373 5225 379 143 120 202 56 325 252 414 125 98 7746 500 8395 136 167 77 170 136 291 5084 258 5829 1115 137 139 129 88 124 80 154 229 156 105
internal_value=0 -0.00717695 0.00623204 0.0031392 0.0143751 0.0178404 0.0427441 0.0117469 0.00953466 0.0119178 0.0468419 -0.0120138 -0.00564543 -0.00373896 0.00997777 0.0218522 0.00770154 -0.00799206 0.00201021 0.0195376 0.034397 0.000744789 -0.0213448 0.001949 -0.0229432 -0.00426024 0.0310806 0.0141926 0.0323977 0.0241161 0.0188763 -0.00237837 -0.00455684 0.006171 -0.0269156
internal_weight=0 147.213 161.027 103.168 18.1233 17.3328 5.01493 57.8585 52.26 47.0558 2.47643 5.2042 134.179 4.6793 44.5794 1.70585 12.3179 5.29595 4.49424 7.02195 4.3228 85.045 4.39655 80.6484 13.034 2.69914 4.34387 2.74 5.59845 4.72691 2.97041 1.79544 3.19659 51.7915 1.79532
internal_count=75037 50459 24578 13742 1938 1818 526 10836 10245 9322 513 923 44119 825 8809 388 1292 561 484 731 427 11804 630 11174 6340 304 470 268 591 503 314 234 487 5345 261
shrinkage=0.1


Tree=58
num_leaves=36
num_cat=0
split_feature=3 3 9 10 5 9 3 14 8 8 11 5 15 11 11 3 14 3 5 5 10 10 10 14 8 11 14 14 5 5 3 3 15 15 15
split_gain=1.8118 0.510595 0.362857 0.448965 0.285076 0.259641 0.364435 0.696028 0.301483 0.281152 0.296368 0.429381 0.278697 0.320034 0.25489 0.281492 0.494954 0.248839 0.31779 0.306703 0.247605 0.40174 0.322779 0.302368 0.35158 0.288541 0.629339 0.463231 0.249812 0.290932 0.241254 0.236523 0.464408 0.433406 0.392716
threshold=-0.20313246920704839 0.20646271295845511 -0.44893832072519474 -0.089111381016265798 -0.0045852625275091532 -0.51250310001937327 -0.9173320007539586 -1.4467564503334238 -0.45317902796789988 -0.45317902796789988 -0.0095452329057427177 0.28002484066071193 -1.0394642029331951 0.0021833391876115685 0.0091776780323538573 -0.99687453180376895 -0.29593864975625644 -0.97977958553747146 -0.084866830607379914 -0.17495006221503898 -0.45134524409882903 -0.4509362535116449 -0.40936822083879881 0.014414387855610803 -0.19629431905328712 -0.00062135905289859288 -0.20096925885988617 -0.61136542698956264 -0.12104476464567955 0.00033536877220591987 -0.13880510628223416 0.05930018890649081 -0.13650882592917246 -0.11649061665864295 -0.487881145942691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 3 4 -3 6 8 -8 -1 -7 11 17 13 -12 15 16 -10 -11 19 -19 -2 23 -23 -22 -25 26 28 -27 -24 -30 -29 32 -32 -34 -33
right_child=1 2 -4 -5 -6 9 7 -9 14 10 12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 25 24 -26 27 -28 30 29 -31 31 34 33 -35 -36
leaf_value=-0.054863721926757925 -0.040592957095996057 0.033147499308940509 -0.021536567810448656 0.072221241049658838 -0.013726012597458027 0.032386385361830791 0.11537444151363606 0.0078495989140999322 0.070801394934510944 0.019633299049446287 -0.10239410757262156 -0.046642562342300575 0.015155350231712248 0.011766117277995182 -0.03605495175478992 -0.007698940096585111 -0.010998028661788083 0.0098321974565744406 -0.012770013416180767 0.096145447015656416 -0.00062472479231713627 -0.046474744551602686 -0.037365262402817338 0.095232231208921284 0.021982927970261565 -0.023146353623382548 -0.01521623336832623 -0.023985906577945193 0.013792071805483053 -0.030092717913614932 -0.0067373151759708748 0.058773757820205302 0.066759935330509265 0.012312369527562622 -0.01427529928397691
leaf_weight=1.3210171652026499 1.7958584556181438 1.554871092957909 31.81934897721294 0.79667860391782497 7.8384835325705344 6.2081528377748318 0.62469035771210002 16.587168919562828 1.3933302598306911 7.7117207515366379 0.43632019645883602 1.7370259668969072 57.755647657428199 0.561689226917224 2.2585864746943107 9.9673570236191136 1.5768735655001354 5.4161807525088079 10.306877207487554 0.4455487861414501 3.1692118326900518 1.7992447171200172 1.2082889582379746 0.91749183123465661 2.2926752092316747 7.2233169256069223 44.096911424603604 2.9940645616734392 15.955837997404162 1.6686289958161058 14.336437909267252 0.79805719837895495 1.5363137510721525 30.211222286568969 9.4569833051064034
leaf_count=116 642 569 16456 337 2359 891 42 1810 75 1071 92 229 11249 108 252 834 115 1070 1724 135 615 684 347 109 607 1559 11396 614 3261 433 3255 285 336 8013 3347
internal_value=0 -0.00661246 -0.0162772 0.000145838 -0.00596709 0.00905889 0.00156945 0.0117521 -0.0090415 0.0118477 0.0103365 0.00136074 0.01425 -0.0381436 -0.00505813 0.000353169 0.0273743 0.00485245 -0.00219738 0.0163929 -0.00370118 -0.00321992 -0.00441073 0.0212865 0.0429182 -0.00382624 -0.0086809 0.000763887 0.00662157 0.0096372 0.00367476 0.00514475 0.00820126 0.0149472 -0.00859055
internal_weight=0 181.47 42.0094 10.19 9.39335 124.308 33.729 17.2119 16.5172 90.5792 84.371 25.6174 58.7537 0.998009 15.1961 12.9376 2.9702 23.8803 16.1686 5.86173 139.461 137.665 131.285 6.37938 3.21017 129.486 62.9297 66.5564 18.8328 17.6245 59.3331 56.339 46.084 31.7475 10.255
internal_count=75037 55224 19721 3265 2928 19813 3244 1852 1392 16569 15678 4229 11449 200 1276 1024 190 4000 2929 1205 35503 34861 33530 1331 716 32846 15437 17409 4041 3694 15850 15236 11604 8349 3632
shrinkage=0.1


Tree=59
num_leaves=36
num_cat=0
split_feature=2 4 4 10 7 10 4 14 10 12 14 14 4 13 4 13 15 14 10 12 12 10 12 14 4 12 15 14 14 4 2 15 15 15 14
split_gain=1.31529 0.829013 0.740264 0.62084 0.429424 0.320539 0.301242 0.444314 0.294343 0.473404 0.379697 0.424296 0.381344 0.338029 0.372466 0.284745 0.260993 0.243758 0.329982 0.283663 0.241578 0.368797 0.250697 0.239068 0.238546 0.235014 0.230504 0.280446 0.229408 0.315987 0.302901 0.30703 0.278464 0.225004 0.217205
threshold=0.0020236037671566014 0.00040768849430605775 -2.3961085389601063e-05 -0.077246564646637469 -0.50188988569401971 -0.089111381016265798 0.55546936579048645 0.16919532319657551 -0.063758888514185152 -0.012137773073300205 0.13302692907022937 0.062108311237013845 -0.016529627435375002 4.4163892780565754e-05 0.13916751742362979 0.0082032248862633824 -0.36553339039383331 -0.034341445131997612 0.19158301856230506 -0.00077182017606684079 0.010038232120033373 0.64947619358047581 -0.0018006715942867609 -0.12219871847095252 -0.088614702224731431 0.027747199713063889 -0.76305048800136088 0.18255285135182339 0.51631297274637455 0.061150712077505893 1.165633057098603e-05 0.26800954662428983 0.73015934531863935 0.27604471881204617 0.20663415984917269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 20 -4 25 -8 9 16 11 13 24 17 15 -15 -1 18 19 -10 21 22 -3 -23 34 -6 -14 -28 29 32 -31 -32 -29 -13 -12
right_child=1 4 3 -5 6 -7 7 -9 10 -11 12 33 26 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 30 31 -33 -34 -35 -36
leaf_value=-0.10323202398154084 -0.0070299697106207095 0.066807421105671436 -0.02012619308102373 -0.054465398055934824 -0.0001264369860636084 0.046608417193839298 0.068063882427613839 -0.021318303505272314 0.043068122991097663 0.0071725354697059016 0.079816432995616818 -0.059609285733454691 -0.033674380367503726 -0.041240533059160256 0.046818369187302498 0.062699198012916277 -0.021259838248510351 0.056523618169258619 -0.086572699969158673 -0.0046465978252729591 0.060260040802361609 0.015277424148898926 0.0091228444545318269 -0.082842414640941775 0.060382036923612083 -0.041630184574062742 0.070968916694388567 -0.032692181650409664 0.034611234321844576 0.10680230866299667 0.057023538367217685 -0.025897166588362552 0.052917834834390734 0.020253216479375051 -0.00041512279421147315
leaf_weight=0.47267898623249527 87.928735341065476 1.2514950231707187 12.428625723106961 6.277861031714564 85.005830231142681 0.76398860095650967 1.5119153051855385 0.87975434647523787 2.5903904475962904 70.143654615130799 0.43707144722065994 1.4025398070152721 0.86433788767317565 2.4927002621516303 0.80911954528710328 0.29473193903686468 2.1788249901437657 1.7990193081604982 0.30776905849052116 2.4005959599599014 1.6754581210843751 0.46032896905671805 1.8930194963395472 0.53916116891195986 4.2412254841328858 1.3865851164446201 0.97874916841100912 2.546327994772581 3.4188334291684441 0.41604398144409094 0.82459659160667775 0.97394157404778525 0.44657881266903121 0.47133548778947432 1.4800530870488726
leaf_count=61 29206 317 3768 3007 23158 309 262 118 508 7822 52 285 206 627 174 60 484 375 70 514 214 68 405 71 633 255 160 493 592 33 150 195 55 89 241
internal_value=0 -0.00492422 -0.0109367 -0.0285796 0.00190151 -0.0162616 0.000176611 0.0351854 0.00900681 0.00560464 0.0174895 0.00437245 0.0274042 0.0120636 -0.0129121 -0.0302504 -0.0358729 0.0247192 0.013921 0.020118 0.0282173 0.0152621 0.0320809 -0.037652 0.0471498 -0.000792566 0.0157894 0.0202405 0.0144848 0.00127135 0.0299079 0.0121204 -0.0199181 -0.0395215 0.0178763
internal_weight=0 202.003 107.399 19.4705 94.6035 13.1926 88.7841 2.39167 101.991 72.7952 29.196 12.5682 16.6278 10.6943 3.59655 2.78743 2.6515 7.09777 5.29876 4.99099 5.81946 4.144 3.14451 0.99949 6.15835 86.3924 10.4694 9.60507 8.62632 5.20749 2.21458 1.79854 2.99291 1.87388 1.91712
internal_count=75037 61158 36290 7084 24868 4077 23793 380 13879 8367 5512 2702 2810 2328 861 687 545 1467 1092 1022 1075 861 722 139 926 23413 1884 1678 1518 926 378 345 548 374 293
shrinkage=0.1


Tree=60
num_leaves=36
num_cat=0
split_feature=3 3 9 12 9 3 12 12 8 13 12 8 6 8 0 6 0 8 9 13 12 0 3 12 12 12 7 3 9 3 9 13 3 9 13
split_gain=1.46837 0.429606 0.59171 0.305205 0.252639 0.626389 0.33304 0.33167 0.32692 0.310781 0.321955 0.312388 0.275417 0.258493 0.246924 0.245769 0.307038 0.260909 0.242354 0.241216 0.2844 0.239752 0.240342 0.305064 0.227668 0.22082 0.220737 0.219209 0.214813 0.317848 0.214334 0.210741 0.203252 0.202455 0.217938
threshold=-0.20313246920704839 0.56924234796315443 -0.11982193027285598 -0.012947395966015506 -0.18427980558967585 -0.78673037607222784 -0.019099942555068639 -0.00050500247149313962 0.04707760495437769 0.0038527122318378149 0.0032545036897751209 -0.25513706794028945 0.8916764445260017 -0.0160141091435709 0.040216147899627692 -0.65216586391114706 0.0025148536078631882 -0.40341353799173235 -0.21349545480045815 -0.00094344761437337003 0.0029331885861340235 0.002710377331823111 -0.80698199828356099 -0.0037439848378297389 -0.0066967547835703198 0.023086293620340325 -0.59438708241268068 -0.98881143951439288 -0.25503116938073683 -0.9972915466150879 -0.12700737472605991 0.0033765009586962332 -0.21626102901063857 0.26378260006108473 0.003098828011652315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 3 18 8 6 -6 32 9 10 19 12 -12 -8 -4 16 -11 -17 -3 28 21 22 23 -21 31 -13 -19 -15 29 -1 -9 33 -7 34 -2
right_child=1 2 14 -5 5 7 13 30 -10 15 11 25 -14 27 -16 17 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.04797057640888433 -0.006001359278352875 -0.063029939242853661 -0.077389051954995292 -0.0022154261234790941 0.07392259937369848 0.010270128733110307 0.018648481131216192 0.065606204327922843 0.062365453126179332 -0.088113046342226609 0.0058376758065083658 0.01885791097670253 -0.052862920512788819 0.091826860470491031 -0.030701109271069272 0.046079544852788777 -0.011512278250276337 0.062372947302286735 0.018850431682433111 -0.040814229746768543 -0.058234426519621643 0.00041048213932400968 0.046492146268639102 0.021610479260550354 -0.0018501397273776384 0.054011386951625551 -0.012022825374120742 0.0029425369789737236 0.011469197429315334 -0.017360218654747517 -0.019990883147835078 -0.027632286503072236 0.097993749046645984 -0.051832190350892884 0.078268602827815198
leaf_weight=0.79062747617717732 18.100312165501247 1.5217617095477178 1.3076378642217594 16.785984388086945 1.232071314050702 6.3194758993195137 26.430915168841242 0.30456198942192703 0.98442553280619804 0.8354266643582372 8.9678986990766134 16.942688468494456 0.87750152597436759 0.89727309645968489 8.4724989444512158 0.96037223978782904 1.4004345535067839 0.41762025956995685 0.47410680098256008 0.9392907925939652 0.61167873832164232 9.8225733425351773 2.9366754124057568 4.7003054301603697 124.80589899250117 1.9975851240596956 8.8603340891713724 0.40167435425246256 4.5810626221355042 12.820792767524834 7.4056669420169765 6.5643004621306309 0.27564047477790143 0.9533955102233439 0.31218639238795631
leaf_count=78 5023 573 848 6625 214 2092 5104 93 140 78 819 1720 100 142 6146 124 252 51 217 102 64 1577 236 343 33716 155 1398 155 577 1920 2283 1778 64 281 70
internal_value=0 -0.00575234 -0.0169974 -0.00661104 0.00844458 0.014593 0.0230492 -0.00252715 0.00509615 0.00437762 0.00711394 0.0150547 0.000605804 0.0207889 -0.0369434 -0.0100975 -0.0401341 -0.00353813 -0.0435797 0.000969793 0.00884684 0.011077 0.0232935 0.0112135 -0.00362159 0.0225655 -0.00867411 0.0643411 -0.00726145 -0.0135654 -0.0166097 -0.0121478 0.0139365 -0.00689917 -0.00457255
internal_weight=0 179.298 28.562 18.7819 122.715 43.2673 28.9619 14.3053 79.4473 78.4629 65.9887 28.7857 9.8454 27.7299 9.78014 12.4742 2.23586 10.2383 1.99587 37.203 19.0105 18.3988 8.57627 5.6396 150.736 18.9403 9.27795 1.29895 18.1925 13.6114 7.71023 25.9302 6.59512 19.3659 18.4125
internal_count=75158 55277 14409 7415 19881 10147 5615 4532 9734 9594 7691 2794 919 5401 6994 1903 330 1573 790 4897 2322 2258 681 445 40868 1875 1449 297 2575 1998 2376 7152 2156 5374 5093
shrinkage=0.1


Tree=61
num_leaves=36
num_cat=0
split_feature=3 4 5 4 5 5 5 1 5 1 3 12 14 14 4 4 14 14 4 4 4 4 7 3 4 3 3 14 1 14 14 1 4 7 4
split_gain=1.37769 0.410152 0.311216 0.290367 0.320018 0.665578 0.599354 0.306423 0.290751 0.313817 0.278167 0.301854 0.268259 0.464828 0.499248 0.38167 0.321321 0.320257 0.424639 0.550273 0.301825 0.438633 0.390079 0.505564 0.295292 0.292214 0.266481 0.263623 0.263267 0.239858 0.41448 0.335971 0.253338 0.229244 0.229062
threshold=-0.042588242329657071 0.011724873445928099 0.11067317911548376 -0.0047578321537002912 -0.07683836389876296 -0.076986359521910491 -0.014428236688908068 0.0001075808468158357 -0.20172782069668435 0.069478817284107222 -0.98742498354113184 0.023086293620340325 -0.025635363595841201 -0.059823093841548367 -0.10581870935857295 0.047391742467880256 -0.022407149986415516 -0.13640865587846104 -0.010987783782184122 9.6620235126465573e-05 -0.036767683923244469 -0.0001662430877331644 0.045010120504201646 -0.99636400195595332 0.014732360839843752 -0.99156857885827765 -0.99156857885827765 -0.035746477479162313 0.0075793601572513589 0.018808394462213125 -0.019448077197773528 0.057125331833958633 0.13916751742362979 0.15693778696108091 -0.015355356037616728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 29 7 5 28 -6 -2 9 -9 11 12 13 14 -1 27 -14 18 -16 -20 -18 22 23 -22 -19 -23 -21 -15 -5 30 -3 -32 -31 -8 -25
right_child=1 2 -4 4 6 -7 33 8 -10 -11 -12 -13 16 15 17 -17 20 24 19 26 21 25 -24 34 -26 -27 -28 -29 -30 32 31 -33 -34 -35 -36
leaf_value=-0.05932732644581834 -0.062043430969994678 -0.0027419826500688603 0.018048039866135315 0.034214204426513239 -0.036481717463203646 0.043429728416488331 -0.016454271283211041 -0.062886374739172204 0.0017975524302025602 -0.0015368461909136767 0.0040991866749059041 0.072002206731569221 0.10280604566545636 -0.0508099373326256 -0.039582026085148173 0.043794687316042739 0.045701021770782523 0.064445807150267778 0.056764053358420413 -0.025894958543550464 0.0058543689238777959 0.035772352893959199 0.048567006448752635 -0.034092008631689125 -0.00037031308057572653 -0.021448149235980346 0.034620108024101898 0.0081240019282716441 -0.014386356147548124 -0.0076652386789580421 0.073111245852554255 -0.0084066191500816422 -0.047576145187284001 0.0025429169151288795 -0.11090958453811134
leaf_weight=0.84601800098608038 0.85711056191939761 14.294232697517147 8.8826827937809849 1.1999848038467522 13.776073080971399 2.5999030553502953 25.831830719213031 1.5214254864913521 28.744597442435406 1.8447777579240208 132.24739090894218 0.88610285785398346 0.47980175669363312 2.879784504591953 1.4622445851236996 0.72336947467556445 3.4292380208280511 2.4295972854306433 2.4410525600833353 2.2026506025176795 2.011463145056041 6.0345496862137207 0.83715667820069928 0.83014132746757241 0.98900919219158812 1.0473790467949617 1.0866786039623542 1.0306680766771017 15.662088688859511 6.9294531567793438 1.4107006812701031 0.78800215545197705 2.0642148516635643 8.4234701569948793 0.7291172763343623
leaf_count=128 113 3842 1908 230 5714 666 9710 526 10224 987 24878 80 45 333 175 123 446 262 151 301 228 685 79 119 178 199 121 127 5683 2072 236 290 440 3768 91
internal_value=0 -0.00750022 0.00192936 -0.0107262 -0.0144836 -0.00366616 -0.0188668 -0.00303387 -0.00145877 -0.029265 0.00613306 0.0144409 0.0128212 0.00379211 0.0146011 -0.0229333 0.0222561 0.0204953 0.00851828 0.0207922 0.0196656 0.0118951 -0.0128709 -0.027275 0.0456944 0.0273097 -0.00590291 -0.0352769 -0.0109277 -0.00368838 0.00347537 0.0438957 -0.0168255 -0.0117828 -0.0700123
internal_weight=0 134.831 34.3693 100.461 67.4934 19.462 48.0314 32.9679 32.1108 3.3662 164.623 32.376 31.4899 16.0911 11.4573 4.63382 15.3988 10.6112 7.19263 5.73038 14.919 11.4898 4.40788 3.57072 3.41861 7.08193 3.28933 3.91045 16.8621 25.4866 16.4929 2.1987 8.99367 34.2553 1.55926
internal_count=75158 46409 8788 37621 25771 6579 19192 11850 11737 1513 28749 3871 3791 1899 1316 583 1892 1188 748 573 1847 1401 517 438 440 884 422 460 5913 6880 4368 526 2512 13478 210
shrinkage=0.1


Tree=62
num_leaves=36
num_cat=0
split_feature=1 2 9 2 10 10 1 9 8 2 7 10 9 2 9 9 1 1 6 6 1 7 9 8 6 2 7 8 10 2 6 1 14 6 6
split_gain=1.03432 0.468118 0.585537 0.381215 0.363334 0.541438 0.435619 0.42938 0.553561 0.406574 0.393805 0.360496 0.323608 0.544101 0.309854 0.825148 0.460215 0.356533 0.339762 0.306539 0.305078 0.490854 0.395527 0.37895 0.303299 0.288397 0.272222 0.266151 0.247359 0.24341 0.330364 0.2399 0.25007 0.24672 0.232622
threshold=0.0055050777737051257 0.0053927062544971713 -0.42447059611136456 0.90740811824798595 -0.093511454463786628 -0.093510271562057171 0.046746753156185157 -0.42449237182921723 -0.031051851113373073 0.043727099895477302 -0.19091309886684552 -0.17500381102212684 -0.42449237182921723 1.5371959307231012e-05 -0.19426910690630034 -0.1942085329469812 0.016912720166146759 0.11951557546854021 -0.84146100144188885 -0.74151987401636343 0.1650388985872269 0.075390695568271451 -0.17109090179196204 -0.40341353799173235 0.45333264152783587 0.021371020004153255 0.053735371133603139 0.088323974181486256 0.52295549283151466 0.27983105182647711 -0.26942633581017911 0.00018325958808418366 -0.72461300630660086 -0.045796784446003776 -0.74918596932558856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 34 4 14 6 9 -3 8 25 -6 -10 -5 13 -1 16 17 -4 -16 -18 -9 21 22 -17 -23 -12 -7 -8 -24 -25 30 -22 32 -15 -34 -2
right_child=1 2 3 11 5 7 26 19 10 -11 24 -13 -14 31 15 20 18 -19 -20 -21 29 23 27 28 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.022756127285626277 0.026512377800061729 -0.058255005432900998 -0.067149966462955665 0.017997049297657438 0.014686516242096471 -0.1378128886249258 -0.019345633590103304 0.041959058354758827 -0.034618669442073466 0.060030981420156664 0.022198874724223955 -0.033985851721062339 0.010227559843683598 0.010785059595575301 0.017962885208426944 -0.039579202232486788 -0.046486211076238029 0.084474710791014512 -0.0098283761038200496 -0.002084859507554257 -0.044055006880884012 0.091576758412288406 0.0099294689021298156 -0.025018879010562201 -0.028669988941131659 -0.039393655139696136 0.019106237862424765 -0.013789608974880628 0.035676948395219281 -0.0042529430235396888 -0.012044051399308479 -0.0054827681255429726 -0.083953877098184707 -0.0221143684093143 0.0025646069077013625
leaf_weight=6.497238076291981 4.7035204608364429 1.7479262142442147 1.8034140589297774 1.5252842300142209 5.8682832265039924 0.34505403129151391 4.2865280782280024 3.3187098978087306 2.4714969599153847 2.9823033786378801 5.6720049226714746 10.64186263223746 90.537978402389854 0.91223929310217533 6.4283553503337307 2.1040335214638572 2.908981045700787 0.92146508744917799 19.324167985192616 3.0165242896182454 6.2378238709206935 0.29964306075998948 24.099570030448383 13.700925104822087 1.4774091210274489 2.1711250853259116 3.2273654390737647 5.8862544593939665 0.70604682232078708 6.9078645528024927 6.672868461049803 16.340952550643124 1.1768694065976895 1.4280093647539636 29.4734170173233
leaf_count=383 864 452 509 1178 1096 44 1239 679 610 714 1770 5903 13454 58 1388 640 743 300 6409 662 2517 75 7818 5455 400 518 1100 2381 153 4185 3234 1650 91 109 6377
internal_value=0 -0.00467985 -0.00713453 -0.0107746 0.00382677 0.0096289 -0.0132899 -0.000115074 -0.0111301 0.0299658 -0.000208413 -0.0274692 0.00738877 -0.0023633 -0.00870187 -0.00549644 -0.0185655 0.0263016 -0.0146247 0.0209875 -0.00900481 -0.0046008 0.00233254 -0.0197293 0.0116869 -0.0528903 -0.0028298 0.00527338 -0.0220443 -0.0194038 -0.0275102 -0.010582 -0.0342734 -0.0500531 0.00586036
internal_weight=0 180.93 146.753 110.169 36.5847 27.3229 9.26182 18.4723 12.1371 8.85059 9.62091 12.1671 116.893 26.3553 98.0014 73.9649 24.0366 7.34982 22.2331 6.33523 66.615 46.7965 32.0899 14.7066 7.14941 2.51618 7.51389 29.9858 14.407 19.8186 12.9107 19.8581 3.51712 2.60488 34.1769
internal_count=75158 59413 52172 42888 9284 6493 2791 4683 3342 1810 2780 7081 15745 2291 35807 28146 7661 1688 7152 1341 26458 16522 10839 5683 2170 562 2339 10199 5608 9936 5751 1908 258 200 7241
shrinkage=0.1


Tree=63
num_leaves=36
num_cat=0
split_feature=1 15 13 15 1 13 10 12 13 1 0 15 15 15 10 12 12 1 13 10 15 13 12 1 12 15 1 15 12 11 15 13 0 12 0
split_gain=0.946045 0.389522 0.318824 0.263424 0.243628 0.232812 0.219434 0.236921 0.225124 0.21005 0.361079 0.208087 0.510101 0.335132 0.249722 0.272439 0.197451 0.47098 0.302556 0.217051 0.354543 0.193957 0.177464 0.274079 0.31189 0.345965 0.192657 0.267612 0.19895 0.176563 0.175293 0.224439 0.193414 0.173583 0.171645
threshold=0.0055050777737051257 -1.0394642029331951 0.0075678066100654997 1.2991545835695379 0.97452569007873546 0.000134215999754509 -0.067733739042985394 0.036713413548611996 -0.002563067233165009 0.095484782010316863 0.036645537242293365 -0.060449457584172368 -0.07294151712334758 -0.011710561593788315 -0.070033095912700974 -0.0071660408727545659 0.0033402265032027021 0.00025211978936567908 -0.0032923315411893237 -0.35416483790932513 -0.03173483808864485 0.0037710612030174254 0.0044267800688627392 0.00018325958808418366 0.012160410320889865 0.28551281683569946 0.00025211978936567908 0.033109454670237598 -0.0029215531272549313 -0.058563254863217881 0.33239642965762695 -0.00064261362281691924 0.00028958491748198872 -0.01143490771250971 0.011309493798762562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 9 -1 7 11 34 -2 -11 12 14 16 15 -3 17 -13 -19 -20 -21 -12 26 24 25 -24 27 -15 -29 -4 32 -32 -28 -31 -8
right_child=2 3 29 -5 -6 -7 8 -9 -10 10 21 13 -14 22 -16 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 30 28 -30 33 31 -33 -34 -35 -36
leaf_value=-0.057923031010367582 1.6842509791381891e-05 -0.042628892184316619 0.063909656867658204 -0.050908190731969651 -0.076432818656571491 -0.0023868094058685911 0.027766939228016919 0.060709885534809598 0.0082787704455904235 -0.042183610853962134 -0.0035023107059810737 -0.044455333106951107 -0.048352110941242102 -0.021114221230583846 0.027599650758782169 0.00077415889007832327 0.039725026131434318 -0.011864814172600413 0.1182691523163788 0.06613626880300276 -0.023049122444393156 -0.0197860239598713 -0.0073611252237186621 0.0051803888362655821 0.010018187903457128 -0.075841446707670901 -0.067374427677315427 0.057826129079006576 0.018598637615427373 -0.038360503221784185 -0.011070139004136755 0.029258374611137533 -0.0030185595711360014 -0.013415758716463604 -0.0013210010509619337
leaf_weight=1.4226438672631041 95.477869652353547 1.5621019986429114 0.26859560378943825 0.75738730805460264 0.45251495094271277 1.6080447990316313 13.479837475249949 0.7517894503325796 26.039182066875583 2.8495454187759597 52.615034795351676 1.164319422277911 2.242264416825491 1.1186824158721744 3.1846672171959645 19.492017533913895 4.6961424643377541 1.2164934583415745 0.38416318065719712 1.3277892679034267 0.67099337329273079 8.4958799496926058 1.3743308551784132 9.1159351410751679 1.6591025286616057 1.5926824303460305 0.50053902482613732 1.9950704440998377 3.6734666715492494 3.3719653770022004 2.0960634600633057 4.0394022834661882 6.9680294085410424 16.153697917010504 2.388019726946367
leaf_count=174 26005 223 70 83 229 161 2088 80 4713 1161 21250 133 333 92 450 2087 483 190 38 243 150 3520 115 1044 154 110 36 161 282 1297 251 420 1028 5881 423
internal_value=0 0.00692498 -0.00464399 0.00786981 -0.00316189 -0.0284562 0.0082647 0.004871 0.0140003 -0.00295393 -0.0073886 0.00427194 -0.0027198 0.00851913 0.00150152 -0.00244611 0.0251741 0.0108297 0.0287129 0.0494279 0.0361966 -0.00576614 0.00390327 -0.00488011 -0.0247047 -0.0441211 0.00982256 0.0235838 0.032405 -0.0166159 0.00295689 0.0154809 -0.00733165 -0.0177236 0.0233894
internal_weight=0 116.521 179.685 113.49 159.891 3.03069 112.733 70.826 41.907 159.438 63.9605 70.0743 26.4811 43.5932 24.2388 21.0541 9.4599 4.76376 3.59944 2.38295 1.99878 61.1109 34.1333 13.7421 4.62612 2.96701 20.3913 6.78722 5.66854 19.7943 13.604 6.13547 7.46857 19.5257 15.8679
internal_count=75158 15745 59413 15410 52165 335 15327 8103 7224 51936 25931 8023 3093 4930 2760 2310 1237 754 621 431 393 24770 3693 1423 379 225 2270 535 443 7248 1735 671 1064 7178 2511
shrinkage=0.1


Tree=64
num_leaves=36
num_cat=0
split_feature=3 9 4 3 10 1 8 10 1 9 8 4 3 10 12 11 4 10 11 8 12 10 3 9 1 8 11 11 4 4 4 4 4 12 11
split_gain=1.38607 0.503292 0.638038 0.382596 0.362353 0.564838 0.38575 0.322367 0.563923 0.522533 0.4244 0.373998 0.302932 0.515483 0.377786 0.345641 0.328313 0.305671 0.34561 0.298435 0.291337 0.288263 0.28352 0.282714 0.279326 0.275608 0.274105 0.371729 0.253103 0.241346 0.261073 0.243537 0.229046 0.235192 0.288197
threshold=-0.064202032051980482 -0.42447059611136456 0.14663642644882205 0.96138286050700128 -0.093511454463786628 0.046746753156185157 0.32038533081720971 -0.093510271562057171 0.0075793601572513589 -0.42449237182921723 0.12827705442467144 0.0050151178147643813 -0.98227028230394342 -0.092099871895368335 0.010827866015446374 0.010921131769683295 0.0035190135240554814 0.078321161110187082 -0.007712532126748997 -0.056930634164830345 0.00082901786599162968 -0.13801046533691805 0.13087703930796127 -0.19426910690630034 0.016509989276528362 -0.042058271125649437 -0.007712532126748997 -0.012210004631350796 0.027218362316489223 -0.036767683923244469 -0.031640047207474702 -0.058654398715589189 0.15673864632844928 -0.010552338897108242 -0.00208802020738351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 3 -3 5 22 7 8 -6 19 11 24 13 15 17 16 26 25 -19 -9 -10 -5 -2 -4 -11 29 27 -1 -13 31 -31 -15 -25 -34 -35
right_child=1 2 23 21 6 -7 -8 9 20 10 -12 28 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 32 -26 -27 -28 -29 -30 30 -32 -33 33 34 -36
leaf_value=0.016233801168535397 -0.094168220991821636 -0.011040154934341793 -0.04697413576994261 0.012264212209070138 -0.0086843797158857369 -0.001674061490183105 0.05886500610014031 -0.053338414775722577 0.085143017736397875 0.012691438888690147 0.069809757637764272 -0.050761463796886987 0.0040914906789217779 0.027387913018803903 0.067862981818698667 -0.039989088863488398 -0.015576845879377589 -0.12426558410995724 0.030114349109439626 -0.0085063255344542659 0.026005947776618306 -0.039670666701164869 -0.018148523485115843 0.088316214878334465 0.072261783300297269 0.057181131493792003 0.029138486184662356 -0.052795143895912444 0.002823431002888975 -0.052157305497570097 0.015203985863618022 0.091212729904714962 0.074135130590192763 -0.026029799576326281 0.02171033745235822
leaf_weight=2.5207690162496879 1.1479777256026849 87.82679798614663 0.68249458739592128 1.237238482248358 2.6236638964619514 7.2119523283326998 1.4181609517836467 1.7758198386291084 1.5427322729956361 2.0485348633956151 1.2485167002305395 1.0377971796551717 114.51067672967838 2.6111925029763374 1.9288821324444132 1.7725952146429325 4.5419672587413507 0.30193793023499893 0.27901551789363921 9.0608591099153255 1.8109540578443555 7.8471829795871582 0.85674954112619151 0.46316882579412588 1.2783299208385868 2.1371515126375042 6.473726545104002 1.1297625377483198 5.8521931688301265 0.60939260484884172 10.302892899650024 0.77536453309949749 0.6373916111770076 1.6418486888069299 5.5020380253045023
leaf_count=242 248 32772 165 977 344 2293 460 392 411 261 177 196 21601 363 192 183 641 90 106 2524 468 4410 269 94 340 276 525 113 701 76 1506 123 135 406 1011
internal_value=0 -0.00712899 -0.0107044 -0.0130609 0.00259544 -0.014726 0.00797118 0.00541895 0.0260422 -0.000108463 0.0147728 0.00804714 0.00659047 0.0146776 0.0259205 0.00172009 0.00676116 0.0211663 -0.0501213 -0.015853 0.0532096 -0.0325975 -0.0616801 0.0148778 0.035581 0.023686 0.0167825 -0.0051292 -0.00524773 0.0186798 0.0114422 0.0420008 0.019998 0.0159315 0.0107384
internal_weight=0 144.752 105.838 96.9112 38.9142 9.21668 29.6976 28.2794 5.97735 22.3021 11.4654 10.2169 149.895 35.3847 18.9458 16.4388 14.6662 17.0169 0.580953 10.8367 3.35369 9.08442 2.00473 8.92694 3.32686 16.436 10.1243 3.65053 6.88999 14.2988 10.9123 3.38656 8.24445 7.78128 7.14389
internal_count=75091 49054 39970 38159 9084 2810 6274 5814 1223 4591 1675 1498 26037 4436 2732 1704 1521 2540 196 2916 879 5387 517 1811 601 2344 880 355 897 2068 1582 486 1646 1552 1417
shrinkage=0.1


Tree=65
num_leaves=36
num_cat=0
split_feature=3 4 9 9 9 9 12 2 4 12 4 6 12 4 8 12 8 6 9 4 4 9 7 4 4 4 9 4 3 9 2 6 3 8 9
split_gain=1.15996 0.556606 0.633353 0.684391 0.661101 0.50257 0.470971 0.440684 0.406718 0.351261 0.340974 0.322861 0.322409 0.312223 0.367995 0.512618 0.452507 0.330929 0.375849 0.304072 0.35931 0.387594 0.346317 0.301006 0.412075 0.404924 0.29409 0.318915 0.332339 0.362208 0.487309 0.308942 0.293238 0.328867 0.282946
threshold=-0.53902299288893107 0.070539351552724852 -0.1942085329469812 -0.19426910690630034 -0.42447059611136456 -0.13234554651273386 -0.015875555621358037 0.088246773928403868 0.040492400992661721 -0.0039312319775906312 -0.081680402639904046 0.41333455345525832 -0.014766112777283727 0.55546936579048645 -0.19228289600099563 0.011821100619719332 0.04550373723236667 -0.36933654200121119 -0.0084353748309820373 -0.01369710313156247 -0.018640045600477603 -0.42449237182921723 0.094583916404664528 -0.0010990698356181381 0.0013631946640089156 -0.027742934878915545 -0.53748176132767578 0.049690229818224914 -0.40462883110558318 -0.53355871336626615 0.0057904503773897895 -0.79409734141019861 0.98892478319612576 0.33119805526435525 0.16288713761387344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 19 10 -7 8 23 -6 -1 -8 -12 14 15 -3 34 18 -18 20 -2 -22 26 25 -25 -5 -21 28 -28 -30 -31 -32 33 -4 -16
right_child=1 13 32 7 9 6 11 -9 -10 -11 12 -13 -14 -15 16 -17 17 -19 -20 22 21 -23 -24 24 -26 -27 27 -29 29 30 31 -33 -34 -35 -36
leaf_value=-0.029280445912790377 0.0082399962034141027 0.049330215886517828 -0.011143080652892138 0.035538025017862636 -0.031150904443303786 0.068683234231358456 0.022819574550645382 0.072924447686209412 -0.042759225434346161 -0.0087182476802335034 -0.04038383494583804 0.00078847256789325621 0.0066022705075702015 0.042915055131644904 -0.013808887713273953 -0.025630192970104188 0.019671521775777651 -0.0078830741652431702 0.08589830696699613 -0.040976426364919938 0.017733015903627424 0.11046004073834725 0.010874998996604058 0.074986205409427395 0.018477243275876652 -0.015769738371301183 -0.057002233289325847 -0.071172260962567291 0.012603456503292082 -0.14105471568461056 0.021125463795476584 -0.019514325732003391 -0.048120739846369893 -0.04614340405255616 0.020790497212927236
leaf_weight=2.9836491768764963 6.3556546857435023 3.5884333108770141 67.080744676770337 2.3020009406609461 11.063744750150365 1.8026604911137827 21.888946244200273 1.2819557659095142 1.2508528613252554 18.911819700511842 1.4992172111560638 9.5557895031743083 56.384651793887315 2.3581993191255597 14.73224322370516 1.2232774367876116 2.7412620424875063 2.2077529717425923 1.2466338406738939 2.5286158145463551 1.0245059365988707 0.80496011278591861 14.171910325545467 1.6057568895630554 6.5718562288675457 4.6357510040979859 1.0840261577395747 0.70745125797111441 10.833319515339104 0.29087243089452641 2.4579587288317297 7.827528358175182 2.3962175758188087 2.7964927470529792 2.8152216185844727
leaf_count=438 1172 601 27447 282 3675 384 4366 378 151 6611 389 2447 6778 332 2816 131 412 744 275 657 189 140 3219 347 926 708 119 138 2118 40 557 2108 1870 1479 647
internal_value=0 -0.00438792 -0.00665725 -0.00132146 -0.00534216 0.0090868 0.0189742 0.0164631 0.0120405 -0.016998 0.00368604 0.0161245 0.00538531 0.00794378 0.00505568 0.0302731 -5.48101e-05 0.0231783 0.0403743 0.00192365 0.019481 0.0585327 -0.00167793 0.0165754 0.0295733 0.00125458 -0.00859205 -0.00506259 -0.00298337 -0.000248256 -0.0134122 -0.00980249 -0.0137233 -0.0125438 -0.00825795
internal_weight=0 198.897 167.984 95.7105 78.0624 94.1149 33.2474 17.6482 16.3662 29.9756 60.8675 31.4447 57.8839 30.913 28.5548 4.81171 23.7431 6.19565 3.9879 48.0868 8.18512 1.82947 39.9017 15.1154 8.17761 6.93775 25.7298 23.2012 22.4937 21.4097 10.5764 10.2855 72.2735 69.8772 17.5475
internal_count=75091 60289 54331 23535 20743 14802 7197 2792 2414 10286 7605 6813 7167 5958 5626 732 4894 1431 687 10457 1501 329 8956 2263 1273 990 5737 5080 4942 4823 2705 2665 30796 28926 3463
shrinkage=0.1


Tree=66
num_leaves=36
num_cat=0
split_feature=2 2 9 9 13 9 2 14 12 14 15 14 14 15 7 7 12 2 14 9 15 7 2 11 2 12 12 15 12 11 7 14 14 14 2
split_gain=0.919296 0.504943 0.439741 0.344162 0.276518 0.227984 0.235704 0.216004 0.204276 0.220888 0.305694 0.430586 0.233001 0.213958 0.196018 0.309588 0.226805 0.18139 0.186192 0.177873 0.177323 0.350248 0.324188 0.26498 0.239665 0.249203 0.254173 0.19352 0.288318 0.217969 0.446595 0.190227 0.32325 0.34171 0.278523
threshold=0.00029311348043847835 0.1591865420341492 0.082773637747363252 -0.42178438539077562 0.0037710612030174254 -0.52510170554882929 0.94618722796440136 -0.40950525424349887 -0.015282205377079272 0.13302692907022937 0.173980845524356 0.037068196144285311 -0.034341445131997612 0.0042324409956563573 0.086773989829792689 -0.020834531631873956 0.0017462730828202379 0.99676597118377697 -0.39675337021753837 -0.53748176132767578 -0.26611114297461808 0.1303795747359888 4.3078741782665028e-06 0.017352005700307125 6.9135967351030572e-05 0.001174568591184526 -0.0012265733846983115 0.6753410221747379 -0.0016069151944660481 0.0009762196344540086 -0.099311028878860938 -1.0000000180025095e-35 -0.04398160865596213 -0.38286536990558867 1.165633057098603e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 20 4 5 6 14 -5 -4 10 11 12 -10 -13 15 19 -17 -8 -19 -3 21 22 -1 27 25 26 -24 28 31 30 -29 32 33 -22 -35
right_child=1 3 8 7 -6 -7 17 -9 9 -11 -12 13 -14 -15 -16 16 -18 18 -20 -21 23 -23 24 -25 -26 -27 -28 29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.034170674357401787 -0.00067827080602058905 -0.047264175391366625 0.062923958419441969 0.015254649486111511 0.055403127838927785 0.044320225508639843 0.033795814031283448 -0.019229680874853352 -0.004791581644429499 0.029258664382024586 0.043213928759594157 -0.10555129403998836 0.04943714416991677 -0.019551625430478923 0.010206919006887839 -0.07117382810961663 0.010225156361949447 -0.088420804038952402 0.025554332768483713 0.0075043319612091812 -0.044756654113470407 0.028294317164105104 -0.033516915523609456 -0.041111459919159633 7.739789002484811e-05 -0.012389625715950228 -0.099697824048780193 0.031981972304564975 0.019154699106960982 0.019449919287742937 -0.04744553518098632 0.023062194335453031 -0.04776075296574326 0.10432539500325494 0.010363202486594707
leaf_weight=1.2178249196149398 178.03137015936954 0.78632785269291883 1.2087516763131159 1.9219487650771032 0.90713793862960379 0.96776467651943399 2.0019183224649173 33.08425352181257 2.9348518295446406 10.966920254453724 1.6992327108309835 0.53691553797398206 1.0853204361301352 0.62725682181189768 2.1248872998985462 1.7248531989171172 0.4270580326556227 0.27955227417987771 0.29414216347504396 2.4118005810305481 0.92594796005869273 2.459305185260745 1.6552277819719146 1.0338750606460951 3.2629138727861573 2.5237442385114264 0.89360931763076257 1.024589041102445 21.604250577318457 1.9194546655635347 2.2902794147375962 1.7917706486914529 1.8589102490586813 0.39167536236345801 1.6213577957460072
leaf_count=72 44538 207 175 1027 315 375 824 17961 579 1568 303 92 178 112 681 345 136 84 134 739 82 169 140 93 326 191 64 79 2248 171 206 232 322 34 289
internal_value=0 -0.00311076 0.0103481 -0.0123382 0.00233361 -0.00203561 -0.0064992 -0.0173364 0.0231396 0.0204456 0.00640467 -0.00566002 0.00984847 -0.0592146 -0.0154885 -0.025694 -0.0550198 0.0195894 -0.029984 -0.00596167 0.00510237 -0.0053599 -0.0140235 0.00874926 -0.0210647 -0.0346643 -0.0567196 0.0102914 0.0135697 -0.00736712 -0.0228954 -0.0047406 -0.0151235 0.00551954 0.0286454
internal_weight=0 224.963 65.534 46.9316 11.9254 11.0183 10.0505 35.0062 19.0592 17.8505 6.88358 5.18434 4.02017 1.16417 7.47493 5.35004 2.15191 2.57561 0.573694 3.19813 46.4747 12.0126 9.55332 34.4621 8.3355 5.07258 2.54884 33.4282 28.1939 5.23432 3.31487 6.58966 4.79789 2.93898 2.01303
internal_count=75091 67366 7725 22828 3840 3525 3150 18988 3007 2832 1264 961 757 204 2108 1427 481 1042 218 946 4718 962 793 3756 721 395 204 3663 3207 456 285 959 727 405 323
shrinkage=0.1


Tree=67
num_leaves=36
num_cat=0
split_feature=3 1 6 8 4 4 3 6 6 1 6 0 5 5 5 1 5 3 4 4 6 13 6 4 6 4 3 0 4 4 4 8 5 3 13
split_gain=1.14098 0.433515 0.238828 0.318414 0.23295 0.501592 0.344147 0.269617 0.337322 0.341636 0.311243 0.26151 0.343028 0.236895 0.249044 0.230951 0.230242 0.345364 0.563078 0.508635 0.45347 0.323578 0.320875 0.544542 0.315897 0.77646 0.373611 0.393173 0.36543 0.343698 0.355256 0.323656 0.292751 0.292971 0.288703
threshold=-0.072886074427515254 0.0017298166640102865 -0.30938811389264231 -0.12268962439213869 0.0002548471093177796 -5.60755336209695e-06 0.064706593751907363 -0.23032034149208874 -0.50361348347607082 0.11505779623985292 -0.59365579571422089 0.013997638598084452 -0.20172782069668435 -0.07683836389876296 -0.06568105694547885 0.023799544200301174 -0.01436983011459903 -0.98881143951439288 0.27041577920317655 0.061150712077505893 0.38126886069981486 -0.0023755534817272053 -1.276101767212741 0.00066390447318553935 -0.38574381386031087 -0.0031676692888140674 -0.1101680565625429 0.011777138803154232 0.0033026917953975503 0.031693331897258765 0.027218362316489223 -0.33043507589000892 0.0032189707435572594 -0.95017896438366722 0.0087261467155731708
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 5 11 -7 8 10 -10 15 12 -3 -14 -15 -6 17 18 19 20 -1 -19 23 -18 25 26 27 -24 -26 30 32 -27 -30 -34 -31
right_child=1 4 -4 -5 7 6 -8 -9 9 -11 -12 -13 13 14 -16 -17 22 21 -20 -21 -22 -23 24 -25 28 31 -28 -29 29 34 -32 -33 33 -35 -36
leaf_value=0.03340201116128956 -0.012329372425942934 -0.10045314232036145 -0.0053887251858997353 0.027654658672055188 0.017697599592535813 -0.00093022293835181994 -0.038639420822024068 -0.011079021457100671 0.028645382943855258 -0.010313463589371026 -0.032563264490362717 -0.0058837050654149689 0.0069849950708089428 -0.1377084287269574 -0.028564188207925979 -0.0081440365198168826 -0.1101901790564063 0.01544313310289197 -0.067636194321855803 0.079273740904946252 -0.013391714623705739 0.0011954978978770822 -0.023904054552510021 0.030051729121531919 0.0051681782186593994 0.058021538265545618 -0.096070269508169617 0.036824458940487616 -0.041193957059567798 -0.0050364662671304131 -0.10776454366845503 0.019574493677310942 0.031817103682536506 -0.031306635788875686 0.067988990394000789
leaf_weight=7.9416019603377155 2.6469039497314943 0.58221361982577935 7.645897963018796 8.0457510505220871 5.3738794780947527 3.1847407173481761 10.08131235892324 24.406367980802315 7.6373629726076597 3.1914571976303705 3.3664438288105911 54.480640028043126 2.0905674363020808 0.2224001279973894 3.4857179223836274 9.7028302530634374 0.65483321395004057 26.741961725991132 0.62870648183525268 1.7544117426368764 2.801539115171181 39.463116275070206 3.8080635701917345 0.47968575046979822 29.451052302583776 3.0690236505324728 0.51572066318476828 1.4806113031954735 3.9191500195302096 8.4677032586587266 0.53690726216882456 7.6408270385436454 1.4842285305639962 1.4570526059505937 0.57835748766956463
leaf_count=934 275 155 1270 886 1088 1049 4181 9394 2054 1263 1018 22662 444 52 1082 3081 100 5229 129 258 428 8891 395 73 4041 401 99 311 489 1272 79 1268 200 417 123
internal_value=0 -0.00627141 0.00810676 0.0177568 -0.0083345 -0.0119675 -0.0295867 -0.00331747 0.00315395 0.0171635 -0.00507168 -0.00812703 -0.0272807 -0.0199339 -0.0351103 0.00106685 0.00629567 0.00988842 0.0247065 0.0293519 0.0211994 0.00695049 0.00181026 -0.0508945 0.00276837 0.0146288 -0.0148251 -0.00690257 -0.00149939 -0.0134414 -0.029429 0.0305919 -0.0232984 0.000546848 -0.000367602
internal_weight=0 146.144 18.3386 10.6927 127.806 74.1276 13.2661 53.6783 29.272 10.8288 18.4432 60.8615 6.3809 5.79869 3.70812 15.0767 142.875 79.3313 13.1263 12.4976 10.7431 66.2051 63.5432 1.13452 62.4087 16.5142 5.8044 5.28867 45.8945 16.4434 7.39734 10.7099 6.86043 2.94128 9.04606
internal_count=75091 49954 2431 1161 47523 29625 5230 17898 8504 3317 5187 24395 1733 1578 1134 4169 25137 15869 1749 1620 1362 14120 9268 173 9095 2474 805 706 6621 2580 1185 1669 1106 617 1395
shrinkage=0.1


Tree=68
num_leaves=36
num_cat=0
split_feature=1 10 10 7 4 10 10 12 4 12 10 0 4 1 13 0 7 4 1 7 13 4 13 4 4 4 10 1 10 10 10 10 0 11 1
split_gain=0.756501 0.273147 0.332555 0.271101 0.258039 0.244844 0.241308 0.300121 0.269317 0.501355 0.297647 0.298756 0.237877 0.232926 0.231628 0.207861 0.198024 0.186299 0.171464 0.268958 0.199058 0.271668 0.17339 0.167102 0.322634 0.395954 0.627324 0.208437 0.195647 0.431718 0.266865 0.420946 0.265548 0.249046 0.210781
threshold=0.003034768509678543 -0.45134524409882903 -0.4509362535116449 -0.59438708241268068 0.17960244789719584 -0.4471134998909076 -0.06873155707901786 0.027747199713063889 0.34355534054338938 0.011454113598761171 -0.24799459023254286 0.0061995703727006921 0.13916751742362979 0.85634541511535656 -0.00078688385889945681 0.044528897851705558 0.72673902790327483 0.48328822478652006 0.00015677969349781054 -0.19455859004681392 -0.0077422426591574837 0.17960244789719584 0.00099800863634919783 -0.017333699390292164 0.00030921073630452161 -0.00019141357188345862 -0.070455206516092606 0.046746753156185157 0.68616721963547589 0.6861634150630862 -0.061335474688276791 -0.094013299975537923 0.035263931378722198 -0.0056168436497441463 0.2399045675992966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 12 -3 -4 8 -8 15 10 -10 -12 -1 17 -13 16 18 23 19 22 -21 -22 -5 -7 25 28 27 -27 29 30 31 34 33 -32 -25
right_child=1 2 5 6 -6 13 7 -9 9 -11 11 14 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31 32 -33 -34 -35 -36
leaf_value=0.021406438365297639 -0.040149959633335196 0.027873089867660673 -0.056197723540492295 0.053692900248208587 -0.063391604186671821 0.0033558680656719485 0.01320857942184174 -0.041655088912318727 -0.085746448701804118 -0.13188709430856332 -0.058408603699885236 0.096082928471275975 0.085450123745134832 -0.029462997977319823 -0.0021150578479198858 0.05759252882609113 0.034193450585743843 0.039550635116153608 0.0052290753539096851 0.025282172503690477 -0.012766381919911023 -0.072503892777412718 -0.010972760206865733 -0.018234052343553273 -0.00038918914103226016 -0.031653566624866382 -0.050227123857820223 -0.0044793142141447842 -0.032782905115471432 0.048552839002939469 0.0091597080255837373 0.0091912978728690767 -0.010666716445049929 -0.072390399507757011 0.0090012919397220725
leaf_weight=2.9789958631154145 2.0155714648863059 4.7960266984882756 0.8889634009974533 1.0791866797080718 0.33119130588602264 30.816701716248645 41.071319138995023 1.0218802135786962 0.39877740518568328 0.41297955982736301 0.41750337299890727 0.44266284348850604 0.72016661483212363 3.4139796365816428 0.52520594524685293 0.69237200559291423 1.8834276220295567 1.018573554145404 31.775454428941885 1.2317341826928885 10.716444433623106 0.81949409247317895 0.67336816192255344 13.727460571230035 78.816310202808381 3.7016749036629362 5.4948422022535004 11.886694194556183 2.35244135816174 1.5560340842930589 0.49268040255265111 18.181114091556083 5.4829334715195728 1.5609356522436417 3.58339288908246
leaf_count=377 911 1214 369 92 80 9401 6773 111 75 50 71 57 70 1904 89 118 147 339 3613 119 813 79 62 4343 23711 938 2957 4244 562 358 148 6577 2272 503 1559
internal_value=0 -0.00353279 -0.00314042 0.00732507 0.0219779 -0.00384427 0.00627087 0.0118767 0.00165029 -0.0325992 -0.00961693 0.0122968 0.0338747 -0.00358868 0.0427966 0.00319006 0.00240825 -0.00309428 0.00111514 -0.00788761 -0.01293 -0.01701 0.028847 -0.00333879 -0.0047438 -0.00978957 -0.0211735 -0.0109322 -0.00467612 -0.0031931 -0.00506438 -0.00143537 -0.0221545 -0.0528258 -0.0125963
internal_weight=0 190.118 188.102 96.861 5.12722 182.975 93.1618 42.0932 51.0686 2.19713 1.78415 1.38537 3.69916 182.086 0.967869 48.8715 48.1791 178.672 46.2957 14.5202 12.7677 11.5359 1.75255 177.653 146.837 68.0202 21.0832 15.5884 46.937 44.5846 43.0285 35.492 7.53655 2.05362 17.3109
internal_count=75106 62390 61479 12716 1294 60185 12269 6884 5385 342 292 217 447 59816 146 5043 4925 57912 4778 1165 1011 892 154 57573 48172 24461 8139 5182 16322 15760 15402 12479 2923 651 5902
shrinkage=0.1


Tree=69
num_leaves=36
num_cat=0
split_feature=1 9 8 5 5 8 8 5 12 9 12 14 5 13 9 8 1 8 12 9 14 12 13 8 12 8 12 13 11 8 12 9 13 5 5
split_gain=0.753293 0.251852 0.326366 0.477819 0.299029 0.330292 0.249743 0.246102 0.208918 0.202601 0.205779 0.200819 0.233113 0.200418 0.215136 0.201681 0.199497 0.18955 0.324094 0.244057 0.378429 0.304042 0.218408 0.306053 0.208062 0.190672 0.274902 0.217593 0.188417 0.231977 0.251792 0.208026 0.172964 0.170888 0.168445
threshold=0.019745610654354099 -0.42447059611136456 0.17823632797412883 0.34518551954570093 1.0000000180025095e-35 -0.1359486258217518 0.016098951457744159 -0.00081876077156355076 0.0057681761314779204 -0.53378237695904607 0.00066671427214022659 -0.46671633457855427 0.0080696933366163365 0.011122454785235861 -0.52852683969293024 0.11340803385679078 0.31408561766147619 -0.33043507589000892 0.021595171964235823 -0.25503954222360936 0.11898816773556577 -0.0024863190495164086 0.0030315465204710026 -0.5975204254417269 0.004629255669942438 0.20120165702286638 0.0010660058489249541 -0.012688444722100093 0.00071105868332515404 -0.16804197281902197 0.0040392944199779861 -0.39849033624995184 -0.0045735373185202682 0.39449618295946604 0.2671574119678824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 16 34 5 -2 -6 13 -9 10 -1 -8 -13 14 15 32 28 18 19 20 22 -21 23 -11 -24 27 -27 -19 29 30 -3 -30 -7 -31 -4
right_child=1 2 3 -5 6 7 11 8 -10 17 -12 12 -14 -15 -16 -17 -18 25 -20 21 -22 -23 24 -25 -26 26 -28 -29 31 33 -32 -33 -34 -35 -36
leaf_value=-0.087631238608568168 -0.013423124134645177 -0.0039542494674431735 -0.018174400083959721 0.090980856466118587 -0.051792283325075121 0.039935841154519952 -0.027505194884136216 0.033903941526596613 -0.013718869373092616 -0.05775742146258115 0.015513161900431303 0.0017151240588360061 0.093710380555151754 -0.056768581438225607 0.018479483727414748 0.012172860030052015 -0.015328801165844404 0.020545112323238045 -0.035888114532325772 0.062372584720525148 -0.055044372198170044 0.019471064234592488 0.073865049049039982 0.012743798053320019 0.0027290180901264754 -0.0033789452450802594 0.059978010036283037 0.0024548013905806333 -0.037786099458239346 -0.011991628561139091 0.034245052808661948 0.0046739925770794485 -0.034665299764929984 0.072660572962674391 -0.043797514490563884
leaf_weight=0.46940407797228445 6.1532338049146373 5.7509964904493192 12.260745667324949 0.37312111043866103 1.5377181204530632 0.35339077009120989 2.4452338905830397 6.5763997084286521 1.0712336944416163 0.71533619062392961 0.32898783340351656 2.7251313545275488 0.3064169056888203 0.50912292022258121 7.3387008476420297 2.7100372706481721 15.978793858015704 7.0402952413933226 1.1796529590792477 2.1183799126447447 0.92243547941325221 7.5020151636090269 0.99057280051056273 4.4229056639087547 0.70293110888451338 1.2965883015640423 1.45150810132327 119.61226547736078 1.2014630146295555 31.43453392039374 2.4652520810923306 29.126636123142816 2.5779624455899475 0.24029288414749217 3.2445673816473581
leaf_count=105 1051 1730 6625 197 436 118 689 1471 235 79 82 927 128 122 2014 921 8291 1198 150 326 99 1113 119 509 66 399 316 20056 283 11253 507 11283 723 87 1398
internal_value=0 -0.00517948 -0.00767068 -0.0208452 0.00223332 0.00696676 -0.0161822 0.0129025 0.0272332 0.00511008 -0.0451292 -0.00618397 0.0110136 0.00477783 0.00719189 -0.00749176 -0.00524382 0.00538118 0.0148336 0.0182774 0.00507607 0.0289178 0.0131937 0.00292875 0.0443383 0.00402583 0.0300854 0.0034604 -0.00294892 -0.00746557 0.0075073 0.00299191 -0.0256717 -0.0113494 -0.0235362
internal_weight=0 136.381 102.076 15.8784 34.3046 27.2901 7.0145 21.1368 7.64763 148.753 0.798392 5.47678 3.03155 13.4892 12.9801 5.64139 86.198 147.955 18.5542 17.3746 7.75418 9.6204 6.83175 5.13824 1.6935 129.401 2.7481 126.653 70.2192 39.8911 8.21625 30.3281 2.93135 31.6748 15.5053
internal_count=75106 50489 41654 8220 8835 6655 2180 5604 1706 24617 187 1744 1055 3898 3776 1762 33434 24430 2461 2311 872 1439 773 588 185 21969 715 21254 25143 13577 2237 11566 841 11340 8023
shrinkage=0.1


Tree=70
num_leaves=36
num_cat=0
split_feature=2 9 2 9 12 5 5 4 2 10 10 5 5 5 5 0 10 13 10 10 9 0 9 0 13 5 5 12 0 2 4 9 2 5 0
split_gain=0.853288 0.360548 0.354352 0.318906 0.284628 0.330989 0.332785 0.284388 0.281941 0.270631 0.238468 0.311469 0.759767 2.31451 0.62038 0.370362 0.355919 0.340993 0.377123 0.339383 0.324891 0.29077 0.262452 0.319272 0.406449 0.30487 0.301986 0.281534 0.257486 0.259938 0.253155 0.252431 0.261794 0.343057 0.245466
threshold=0.00047523764078505343 0.052495840324566938 0.44843374192714697 -0.12700737472605991 0.014792930457777619 -0.11333062640081627 -0.00081780026348783608 -0.072029424598440514 0.94618722796440136 -0.45134524409882903 -0.4509362535116449 -0.07683836389876296 -0.063997099069168645 -0.063918118103168664 -0.050337044125870957 0.0061995703727006921 -0.093752339472072135 0.0075678066100654997 -0.1007628033608336 0.25373488999427662 0.0067307462669978771 3.4748027246678252e-06 0.04767084076799822 0.21504680067300799 0.0020200556011452354 -0.026960453732614579 -0.036609856312376753 -0.0024863190495164086 0.0058885337784886369 0.042104277759790427 -0.0072452314198017112 -0.11982193027285598 0.057117337360978133 0.0010610189099515106 0.0016459362814202907
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 4 5 -4 8 -1 -7 -2 -11 17 -13 -14 20 16 30 21 -19 -18 -15 -12 23 24 26 -24 -17 -26 29 -23 -16 32 -29 -34 -20
right_child=2 -3 3 -5 -6 6 -8 -9 -10 10 11 12 13 14 15 22 19 18 34 -21 -22 28 25 -25 27 -27 -28 31 -30 -31 -32 -33 33 -35 -36
leaf_value=-0.02634188699640589 -0.041312953512380179 0.020190313246826151 -0.040554886515094618 -0.027707665205730571 0.050227994185890149 -0.00097318995246913813 -0.017363828317323471 0.0066817890177888464 0.039081227303117458 0.016399201018048083 -0.096258112501429127 -0.035202068626617733 0.11816149271758623 -0.026635254260865545 -0.0032214539245962758 0.058763519347804487 -0.0088995698623368907 0.010006165826203665 -0.11506618885417219 -0.087731032928190414 -0.10694235603350902 0.0094287627668641696 -0.07676339318484339 0.028955812119185183 0.040821814408511729 -0.0072149624464224044 -0.0083018971495974116 0.0096329100027789522 0.0019414861718325825 0.037598324696192564 -0.082600653175364927 0.035018405986041605 0.0056600781174412796 -0.073419315222841938 -0.025409964345789252
leaf_weight=2.7628693931055741 1.6812767095179868 22.154948484958368 2.7430677298834842 9.9723511254414898 0.86598974483786051 5.9243574258289389 8.2330354912082786 46.436809135593649 2.4984633461936028 7.5428637090371913 0.28065633960068126 7.9690118148646425 1.5501263188780274 1.2552617244800779 0.58457670870120648 0.69077069174090411 15.51156571062711 3.807739198426134 0.32274965649412291 0.56605196491727916 0.84146991099987634 15.038342819798347 0.65032692431123251 4.6659889945876776 3.2397360999384555 20.455802631768165 23.958033571241693 5.7762065688293651 49.831151567224879 4.1879870825796379 1.2847335483675146 2.4702898148825598 1.1880229758098724 1.0192043540300799 5.6718547643977217
leaf_count=322 700 3742 1185 8028 409 2019 3590 5090 1094 1585 21 2327 574 449 121 232 3169 1034 40 98 310 1882 263 1682 843 9982 6153 1051 13739 478 313 521 314 276 1470
internal_value=0 0.00959738 -0.00304306 -0.0130679 -0.0058637 -0.0083677 -0.00306676 0.0048273 0.0109082 -0.00137793 -0.00100566 -0.00176532 -0.00566739 -0.00292131 -0.00515156 -0.00377915 -0.0164769 0.00285349 -0.0146045 -0.011675 -0.0588645 0.00532153 -0.000224793 0.00425725 0.0012516 -0.00935791 -0.00642242 0.0150652 0.00573436 0.0155648 -0.0577769 0.00708286 -0.00156115 -0.0308554 -0.0302371
internal_weight=0 71.3546 212.279 30.2373 20.2649 19.3989 16.6559 49.1997 8.42282 182.042 180.361 172.818 93.6772 85.7082 84.158 82.0613 17.9469 79.1405 9.80234 16.0776 2.09673 69.3381 64.1144 43.0083 38.3423 21.1061 24.6488 13.6935 69.0575 19.2263 1.86931 10.4537 7.98343 2.20723 5.9946
internal_count=75106 9154 65952 16325 8297 7888 6703 5412 3113 49627 48927 47342 28678 26351 25777 25018 3701 18664 2544 3267 759 16120 21317 11072 9390 10245 6385 3005 16099 2360 434 2162 1641 590 1510
shrinkage=0.1


Tree=71
num_leaves=36
num_cat=0
split_feature=3 1 15 15 0 15 15 3 15 15 5 15 15 3 1 11 15 11 11 15 1 14 0 0 15 3 15 11 11 3 7 3 7 14 3
split_gain=0.954176 0.403784 0.277121 0.318173 0.233859 0.223768 0.211688 0.209416 0.199723 0.19891 0.195841 0.32192 0.42338 0.449573 0.321136 0.283463 0.245247 0.263345 0.281614 0.258462 0.232509 0.219426 0.215105 0.199564 0.22304 0.187267 0.185105 0.194439 0.184558 0.277795 0.179899 0.179206 0.211281 0.201937 0.345216
threshold=-0.32168747484683985 0.0017298166640102865 0.24584391036809891 -0.64297308184190516 0.17887917906045916 0.40319014605019438 1.2991545835695379 0.99388514558086183 -0.1983959758652461 1.1720649671890164 -0.011971578444082748 0.058353710551418518 0.11434015713071111 -0.98227028230394342 0.0004183737473795191 0.010921131769683295 -1.0394642029331951 -0.016782247411719856 -0.013979756332880877 0.69249758904014114 0.00033352835453115409 -0.3707683999018398 7.7260963735170676e-05 1.6689489712007347e-05 0.33239642965762695 -0.21626102901063857 0.039487255683883941 0.0097916209649938617 -0.0082398651420257044 -0.63005258098928596 0.032707363547575009 -0.98881143951439288 0.2073887625591716 0.22233864579441001 -0.96740596242489107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 6 30 9 -3 -6 10 16 15 13 -13 22 26 20 19 -19 -18 -1 28 -14 24 -23 -2 27 -12 -20 -30 -4 -25 33 34 -33
right_child=1 7 5 -5 8 -7 -8 -9 -10 -11 11 12 14 -15 -16 -17 17 18 21 -21 -22 23 -24 31 -26 -27 -28 -29 29 -31 -32 32 -34 -35 -36
leaf_value=-0.095183072649249176 0.017631859454198245 -0.0058851418168715626 -0.087723150986708368 0.01417144261166 0.0755067285833943 0.0011331181565554618 -0.038242243002417277 -0.030087379249147356 0.018699436263166652 0.048151729135761268 0.0066915455197057152 -0.10626651145463764 -0.0058332650840649215 -0.006770064223303539 -0.014499602020963731 -0.035820741557888135 -0.00075743299962726252 0.04953183369759892 -0.06685953794426823 -0.078622085556161403 -0.0026466531994186826 0.04794682679591377 0.047116226859207348 0.025566011724886789 -0.01443519525481308 -0.050269448568267754 0.046008554767861219 0.070456207746379604 0.019959208191529416 -0.039952808788258569 -0.021384925103438226 -0.01724106731805862 0.031220537580801962 -0.0052868902373398759 0.02220428544754726
leaf_weight=0.40554870461346471 0.59504108875989903 143.21384631867113 0.5852589560981859 22.381640226356467 0.87245516740222262 3.4155195911844203 1.0287576149567019 3.6667182629244044 2.1295423950978138 1.1808524203224795 29.692672409584709 0.89954035749542527 1.3914048708975308 0.91717325602075905 8.0632460137458093 1.455354600213467 6.8774897828116073 2.2256366204528595 0.4923379323590783 0.45447042223531742 0.82164938322966918 3.1991030230419777 1.7103163417486937 8.5033189223686261 0.69824048154987384 1.2796154764364533 1.3176661706056609 0.48604210407938708 2.1785190259106466 1.2003457273240115 1.3557680775120386 2.8388873963558501 3.6589955057861507 10.055069882633687 10.156132291929699
leaf_count=56 77 50966 142 2988 192 502 136 2327 636 123 4357 108 99 142 1004 177 1181 359 86 58 146 308 122 1223 70 170 146 43 387 270 170 615 720 2151 2849
internal_value=0 -0.00434165 0.00631086 0.0108568 0.00770053 -0.0142748 0.00689019 -0.00648933 0.0352091 0.00735045 0.00686719 0.00207212 -0.0112656 -0.0560354 -0.0039809 0.00732667 0.0109637 0.0119959 0.0148472 -0.00558386 -0.0332269 0.0130511 0.0233635 0.0152991 0.0367706 -0.0287167 0.00932039 0.00771851 -0.00965931 -0.00132461 -0.0413873 0.0129226 0.00889735 0.00535374 0.0135871
internal_weight=0 176.493 29.6128 24.2563 104.911 5.35655 101.909 146.881 3.002 100.88 99.6992 45.9334 12.9817 1.81671 11.165 32.9517 53.7657 52.5385 45.2066 7.33196 1.2272 42.981 3.10172 39.1097 3.89734 1.87466 31.4964 30.1787 3.8712 3.37886 1.94103 35.2124 26.7091 23.0501 12.995
internal_count=75106 57342 4049 3235 17764 814 16936 53293 828 16800 16677 6198 1475 250 1225 4723 10479 10277 9038 1239 202 8679 221 7936 378 247 4546 4400 743 657 312 7558 6335 5615 3464
shrinkage=0.1


Tree=72
num_leaves=36
num_cat=0
split_feature=1 13 0 9 4 13 13 9 1 13 11 15 0 13 4 11 6 1 6 4 9 15 13 9 6 1 9 4 13 13 4 4 9 6 15
split_gain=0.641774 0.356468 0.257565 0.292138 0.22315 0.302426 0.398269 0.256261 0.21359 0.196783 0.192832 0.26898 0.308802 0.21513 0.186118 0.169691 0.262041 0.334223 0.281375 0.201751 0.221471 0.201575 0.182924 0.203735 0.182699 0.29772 0.224256 0.17758 0.307704 0.297742 0.234816 0.247414 0.208296 0.162846 0.162384
threshold=0.057125331833958633 0.004586154359343929 0.033322032541036613 -0.32605714645639011 0.14663642644882205 0.011594520346295765 -0.0024384939807032217 0.23701905635491485 0.00018325958808418366 -0.00059688002673585793 -0.0060232834450798132 0.096039969288677488 0.00077904440695419918 -0.00045263953864770951 0.19073410332202914 -0.010407865968967403 0.17453622856716428 1.7136442693299617e-05 0.32059992025559919 0.022117216140031818 -0.53378237695904607 0.35323764552907505 0.0021413572666370297 -0.14196804712333627 -0.68729353250158154 0.00071482884231954824 -0.41905975236296417 0.01252605300396681 -0.0034428181395954279 -0.0061696617557288171 -0.016529627435375002 -0.011484445498354033 -0.26665860142004316 -0.75772013549176742 -0.487881145942691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 6 7 -6 -7 -5 14 -12 -13 -14 -8 16 17 -1 21 20 -17 -18 27 24 26 -26 -24 29 -29 33 -31 -32 -33 -19 -27
right_child=1 -3 -4 9 5 8 10 -9 -10 -11 11 12 13 -15 -16 19 18 22 -20 -21 -22 -23 23 -25 25 34 -28 28 -30 30 31 32 -34 -35 -36
leaf_value=0.053799961093270378 0.035924849533945216 -0.019493357281571356 -0.002449508183189127 -0.061289354129727719 0.032439623098797873 0.1102090661579249 0.028322723798255584 -0.046405020718520984 0.02631891188352032 -0.010545959523679213 0.018822764235527645 0.060667920573464963 0.01349850068356654 -0.057433943671511084 -0.029896228264545518 -0.037624455900323095 -0.047868516450578984 0.022590670983517459 0.0027910060261059294 -0.007460978176121312 0.0028700658465946978 0.031679100611447124 -0.005822433731765774 0.031174269929385569 -0.034450814284312563 -0.037914878997514244 -0.068320920970689578 0.059536096016895669 0.006285191528656248 0.049656177173475272 -0.056372485468492543 0.032973437528285882 -0.0072527960748710379 -0.020145376111391052 0.023627323916192367
leaf_weight=1.8640651210735111 0.58138245480950024 18.117842812096569 69.571707141833031 1.9252196245943203 7.1713741635285304 0.51279119972605147 0.66410279078264034 0.4373693293891846 0.74362019841646543 1.2673134574215494 5.8984420113010803 0.39153708686353672 0.60930076299700964 1.4335794061043992 3.1712445311677584 1.3695129685511336 2.0143298366965605 1.1868691963900344 10.265765423846458 26.852580587392367 97.762445318532627 0.37839389132568602 1.4507654275512325 1.6468211965839135 1.5926304314052675 0.4856370624620453 0.95012633132864621 2.2366335863916902 2.1076823343173592 2.2226186258194529 0.49175862470292742 3.3863380157272354 2.0766485287931515 3.5845379277889178 3.6596391666098511
leaf_count=146 158 8087 28146 790 1186 53 140 134 178 546 1320 37 115 283 604 393 350 145 1905 5277 20891 58 223 399 160 50 146 341 331 334 81 469 409 634 715
internal_value=0 -0.00693248 -0.00382969 -0.0292732 0.00327498 0.0129839 0.00996153 0.0279074 0.0605578 -0.0411462 -0.00125999 0.00728049 -0.0206857 -0.0362779 -0.0198154 0.00205644 0.00759396 0.0128427 -0.00440684 0.000227893 0.00231063 -0.0352886 0.0100232 -0.000902842 -0.00739339 0.00229826 -0.0305555 0.0162059 0.033701 0.0103364 0.0219194 0.0115666 0.0176822 -0.00951495 0.0164174
internal_weight=0 91.4635 73.3456 3.77392 188.619 21.0334 19.777 7.60874 1.25641 3.19253 12.1682 8.33286 2.43442 2.04288 3.83535 167.586 41.6013 28.9428 12.6585 125.985 99.132 2.39272 27.0787 9.78562 8.1388 5.73791 2.40089 17.2931 4.34432 12.9488 8.17736 5.95475 5.46299 4.77141 4.14528
internal_count=75234 37727 29640 1494 37507 4050 3819 1320 231 1336 2499 1755 435 398 744 33457 6896 4583 2313 26561 21284 408 4437 1693 1294 925 369 2744 672 2072 1293 959 878 779 765
shrinkage=0.1


Tree=73
num_leaves=36
num_cat=0
split_feature=3 5 5 5 5 5 1 13 5 5 8 3 3 7 3 3 6 1 6 6 3 5 5 13 3 6 6 8 3 6 6 6 6 8 13
split_gain=0.871857 0.225471 0.616852 1.67319 0.346296 0.355114 0.517731 0.315049 0.263101 0.328535 0.370168 0.30302 0.281925 0.275849 0.249794 0.246839 0.238548 0.273565 0.229586 0.21747 0.213411 0.255237 0.203157 0.282266 0.298125 0.275776 0.311371 0.279326 0.225135 0.235609 0.226665 0.276343 0.20975 0.216063 0.347251
threshold=-0.042588242329657071 -0.011001367243160221 -0.063918118103168664 -0.063997099069168645 -0.07683836389876296 -0.076986359521910491 7.0378995587816475e-05 -0.0069749355922044095 -0.00081780026348783608 -0.00081876077156355076 0.11122183173939316 0.0078029297292232522 -0.030119653994916003 -0.33568262489253825 0.42548966739559552 0.070481423521414413 0.032802616612465224 0.023799544200301174 -0.52837584214037658 0.48754681097851332 0.95635191361270711 -0.050337044125870957 -0.014240373970978279 -0.002563067233165009 -0.88668142072492617 -1.276101767212741 -0.37576659709774229 -0.48709461547269173 -0.87592498236335803 0.051030598493433672 -0.31670373652206879 -0.87009835733174135 -0.3635011869728908 -0.097506440956145246 -0.0010408596329575888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 4 5 7 -7 16 9 10 11 -3 -11 -10 -6 -8 -2 -18 -5 -15 21 -4 23 -1 -25 -24 27 -27 -26 30 31 -30 -28 -34 -35
right_child=1 8 20 18 14 6 15 -9 13 12 -12 -13 -14 19 -16 -17 17 -19 -20 -21 -22 -23 25 24 28 26 32 -29 29 -31 -32 -33 33 34 -36
leaf_value=0.015652610264147621 0.021975503080975112 -0.069485745137377777 -0.058485870892709436 0.13460315731047681 -0.033851813355263875 -0.070773326691961472 0.023712039684986731 -0.01073910594490483 -0.038561852848194418 -0.018513722758704464 0.019822877175870862 -0.0070239719746137677 0.043370133345721006 -8.6563489844115253e-05 0.0036939656235208344 0.099940863041084127 -0.10656769953346296 0.00087372905026518802 0.026781154199975704 -0.023419889870337725 -0.048753915096149972 -0.015872829855496845 -0.04941191665894757 0.014587602232119157 -0.078638162603488992 0.052474224220303914 -0.058043242521410576 0.0089028357625381398 0.026719444391496733 -0.010181993591643483 0.018725459499867782 -0.0099138559552542482 -0.0062790274394874147 -0.012976979732175832 0.01956842624359717
leaf_weight=32.528388695858666 5.4735424705977485 0.99208269058726539 1.5875571175783996 0.95024762058164924 7.151690647355279 0.55562506942078371 4.3317943987203762 33.604574843089722 2.3571156702382714 0.90628974116407324 4.4992785339272814 3.5771857938052563 3.9218933661468318 29.901179890413914 2.3556501979874156 0.47097733058035363 0.31778073621535419 0.93206146161537617 0.24929179527680279 4.6101947492006721 3.3889068292628499 12.262877131041023 1.068552915327017 17.475809158746415 0.37260141635488153 1.6055739555158677 0.67117860214784641 17.59667661461026 2.5971418248373057 14.806656659817234 8.6384795161902748 9.9414949903439265 32.474168930551969 4.9937779645551936 9.5441727733341359
leaf_count=6352 1319 263 621 416 2076 59 1012 11215 720 159 1703 1477 877 10582 905 189 93 544 88 1869 2367 7900 180 3067 117 169 129 2721 497 4211 1901 2145 4699 1046 1546
internal_value=0 -0.00617159 -0.00970657 -0.00464597 -0.00718531 -0.00357192 0.0206148 -0.00678562 -0.00104426 0.0106817 -0.000537354 -0.0205857 0.031754 -0.00546411 -0.024549 0.0311873 0.0129746 -0.026444 0.112195 -0.00320354 -0.0262608 -0.0207572 0.0050794 0.00829797 0.00385389 0.000989035 0.00179423 0.012546 -0.0013056 -0.000504843 0.00626125 -0.00232596 -0.00253555 -0.00174308 0.0083891
internal_weight=0 124.398 73.6326 56.3932 55.1937 45.6864 5.3584 40.328 50.7652 13.8967 9.06855 4.56927 4.82818 36.8685 9.50734 4.80277 6.72338 1.24984 1.19954 34.5114 17.2393 13.8504 154.315 86.3606 53.8322 67.9541 66.8855 19.2023 36.3564 35.9838 21.1771 12.5386 47.6833 47.0121 14.538
internal_count=75234 46454 28804 17916 17412 14431 1260 13171 17650 4479 3443 1740 1036 13171 2981 1201 1956 637 504 12451 10888 8521 28780 18290 11938 10490 10310 2890 8871 8754 4543 2642 7420 7291 2592
shrinkage=0.1


Tree=74
num_leaves=36
num_cat=0
split_feature=2 2 13 0 13 13 4 4 2 12 6 4 1 0 0 2 6 4 4 13 6 12 6 4 4 6 11 4 4 2 12 12 6 6 2
split_gain=0.694534 0.268584 0.217525 0.203912 0.219528 0.217091 0.186836 0.198471 0.286054 0.191274 0.179103 0.259286 0.182243 0.238838 0.203729 0.195658 0.190457 0.226552 0.183695 0.20459 0.190617 0.174248 0.16698 0.169151 0.166423 0.296782 0.294466 0.23245 0.28228 0.326037 0.233091 0.265332 0.196039 0.385125 0.225941
threshold=0.00047523764078505343 0.24767963588237765 -0.00073955125450452907 0.039415633305907256 -0.0040033118173217232 -0.019074731987696495 0.31606793031096464 0.14663642644882205 2.9303435439942408e-05 0.023086293620340325 1.6456649339960043 -0.017333699390292164 0.0058227356057614097 0.010859657078981401 0.0035525386920198803 0.078794267028570189 0.74417450671393703 0.022117216140031818 0.13025752454996112 -0.0052958695943469292 0.063350277183683648 0.0017462730828202379 0.48754681097851332 -0.0022702007554471488 0.0096020071068778651 0.11904341384440047 0.00034349212965571855 -0.0010990698356181381 -0.020244522020220753 0.053359249606728561 5.3906749343010984e-05 0.010573014507629203 -0.44893955466369156 -0.67478698192700337 0.028137317858636383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 6 5 -5 7 9 -9 -1 12 -12 14 15 16 -14 18 -18 22 -20 -21 -4 24 -24 27 32 -27 28 29 -2 -29 -32 33 -26 -34
right_child=1 2 21 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 23 -25 25 26 -28 30 -30 -31 31 -33 34 -35 -36
leaf_value=0.0054889514045360242 -0.00074454072993541021 -0.0013913999274035038 -0.024322131187387085 -0.0095832594782142531 0.01247036624389221 0.073958654063992088 -0.033380215994078886 0.082393210064415398 0.013797143604894327 0.034385600779742606 0.039548726608133203 -0.054064453535163676 -0.013248229886692935 -0.0016205456491082118 0.011403609305950708 -0.061872479459494367 -0.0083327472100627221 -0.074685403358808883 0.055128381313699959 0.019206520376261031 -0.043977505510325587 -0.0062787667493020456 -0.010574322366754053 0.047698027428597189 0.013901317454874915 -0.088211781291273467 -0.0085750192177314055 0.043012236444610323 -0.024724351189965701 0.077791229503104006 -0.018086470722595737 0.040555725203598764 -0.0065016205943892683 -0.058900269231918004 0.056455225044254931
leaf_weight=58.49638400364347 4.0158977841310923 15.423848642249139 12.957659143179628 0.39787388239346899 3.2900814328095285 1.4254239688816595 1.1175312442792336 0.8414653994259419 2.1904040039516985 2.3840234948293064 0.38015833479585115 1.3344996971936769 9.5912548104897688 104.583202011494 21.929195237455133 0.90568671454093497 1.7627107282169157 0.72672636410788971 1.2133683631400343 2.3425200747733466 0.59970777398848429 9.1187185210837907 0.81864924328692756 1.2723420829861414 1.4349959666124052 1.0059082206207675 0.86235892621334631 2.1783613269508377 4.9758935153731736 0.60873146640369658 2.3323088588367686 1.1529800916323436 1.6605197786411734 1.47204389469698 0.86803408880950872
leaf_count=7264 645 7634 7131 90 645 261 258 92 386 212 109 534 2337 33952 4289 208 341 158 119 292 128 5140 126 233 173 160 105 330 736 89 320 129 304 194 110
internal_value=0 -0.00284293 -0.0105032 0.00866723 0.0278951 0.0557284 0.00715532 0.0078641 0.0328353 0.00662052 -0.00115343 -0.0333094 -0.000825844 -0.00306383 0.00401226 -0.0174436 -0.00116555 -0.0277027 0.00112712 0.0205768 0.00632786 -0.0168693 -0.00215059 0.0248837 -0.00465539 -0.0170696 -0.0514529 0.00128478 -0.00819349 0.00959298 0.0173515 0.00131315 -0.00525176 -0.0229634 0.015111
internal_weight=0 207.528 37.5002 70.1432 5.11338 1.8233 65.0298 63.9123 3.03187 60.8804 170.028 1.71466 168.313 115.08 53.2333 10.4969 31.3041 2.48944 28.8146 4.1556 2.94223 22.0764 24.659 2.09099 22.568 7.30386 1.86827 15.2642 9.60052 4.62463 5.66365 3.48529 5.43559 2.90704 2.52855
internal_count=75234 66026 19905 9208 996 351 8212 7954 478 7476 46121 643 45478 36497 8981 2545 4692 499 4193 539 420 12271 3654 359 3295 1046 265 2249 1470 734 779 449 781 367 414
shrinkage=0.1


Tree=75
num_leaves=36
num_cat=0
split_feature=2 9 9 2 8 9 5 2 5 5 5 8 8 7 0 13 7 9 13 9 0 0 2 13 0 2 8 15 2 7 9 13 7 13 0
split_gain=0.600021 0.265475 0.261155 0.446202 0.314012 0.306639 0.269233 0.242402 0.235861 1.24437 0.591698 0.233459 0.245077 0.209836 0.20058 0.208118 0.194111 0.313218 0.266365 0.310335 0.302647 0.24774 0.255269 0.243708 0.21364 0.45019 0.200991 0.233263 0.191021 0.187557 0.183578 0.180045 0.178509 0.171232 0.150409
threshold=0.00047523764078505343 0.087930940323905318 0.07033595950073411 0.89797005057334911 0.16222082146919023 0.070334891574211425 0.27565963431870255 0.026011299341917041 -0.063918118103168664 -0.063997099069168645 -0.026960453732614579 -0.28375164330582964 0.0031469569515747346 -0.59438708241268068 0.039415633305907256 -0.0020102654635330178 0.032707363547575009 0.26378260006108473 0.0018543718467356511 0.26378260006108473 0.07506564632058145 0.065285298973321929 0.018331345170736316 0.00045458616352960906 0.0033318590139970188 0.014835020527243616 0.052132907245585357 -0.053304249712270532 0.062420571222901351 0.0035148567983475276 0.091594975940069961 -0.019074731987696495 -0.17920654594003774 -0.0081838757721911723 0.087928988039493575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 4 8 6 -2 -8 9 13 -10 33 -13 -4 -1 31 18 -18 19 20 21 22 -15 -21 -20 -26 -19 -28 -22 -27 -24 -16 -17 -7 -12
right_child=2 -3 3 -5 -6 11 7 -9 10 -11 34 12 -14 16 15 32 17 26 24 23 28 -23 30 -25 25 29 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0024392355406867954 -0.00073321515207491847 0.017981683133202347 0.1057237317732872 -0.038564378548313669 -0.031569634882740137 0.0032760434250162862 -0.072922582532345806 -0.014306986651178539 -0.076300347838218693 0.10309470573755569 -0.010617536445518484 -0.0052116937942763364 0.043998745467055338 0.063387712563673856 -0.01207906238761902 0.0418800034074353 -0.008990098122511064 0.052032794037581521 -0.070200376845052967 -0.041302231336482642 -0.089329103852641978 0.099738312436675872 -0.10748751844290759 -0.13292715645403602 0.11009555428724907 0.019046801555952213 -0.12278940925924012 0.050419517231054971 -0.0029322591372679839 -0.064049612315636981 -0.0064473826000240944 0.065454104717050654 -0.021461153015831326 0.066615020774087555 0.0064198843763919435
leaf_weight=46.478957280845862 143.40495953393656 19.504659290440031 0.17853544195531768 4.6283353491007793 4.3166924247234411 0.60458822071086649 0.8078790632498557 5.5683487414316915 1.2395090446152597 1.2342941507522436 17.223617744821251 3.7393204963300368 1.3875438392860813 0.48236727106268462 0.37401045334991057 0.72360483853117319 3.2163952753726335 1.9054919543923463 0.25964014783676281 1.4927853928420516 0.60559811735583913 0.28199888208473556 0.20719621655007348 0.36037857176052046 0.48365192725759687 1.1260293341911163 0.15280885585525539 0.1582908714772201 0.44318748924706597 0.35797541707870539 1.3608323380212821 1.5035089561424686 1.155272790831076 1.4515909355832262 7.4112619796505887
leaf_count=4953 37275 3561 73 3619 2824 76 254 2405 538 575 7445 906 399 220 85 115 1298 573 68 580 257 80 47 94 181 459 54 78 279 90 441 260 234 164 4674
internal_value=0 0.00808007 -0.00265078 -0.00901375 -0.00594017 -0.000659292 -0.00162721 -0.0217337 -0.00318682 0.00711627 -0.00888399 0.0195238 0.00810671 -0.00194548 0.00423561 0.0264627 -0.00343624 0.0109424 -0.0139057 -0.0262304 -0.00820413 0.011858 -0.000228572 -0.0591202 0.0150587 0.026309 0.0398656 -0.0346589 -0.0528202 -0.00099793 -0.0197986 0.0500091 0.00293318 0.0479912 -0.00549193
internal_weight=0 69.74 206.091 49.1269 44.4985 156.964 149.781 6.37623 40.1818 14.3075 25.8744 7.18304 5.12686 13.0732 50.2354 3.7564 12.8946 5.43299 7.46164 5.23434 3.38118 2.33239 2.0504 1.85316 2.2273 1.96766 2.21659 0.3111 1.04879 1.484 1.56803 1.87752 1.87888 2.05618 24.6349
internal_count=75234 9208 66026 24547 20928 41479 39934 2659 18104 5447 12657 1545 1305 4872 5647 694 4799 2003 2796 1998 1324 788 708 674 798 730 705 132 536 549 488 345 349 240 12119
shrinkage=0.1


Tree=76
num_leaves=36
num_cat=0
split_feature=1 0 14 0 15 10 6 0 15 10 10 10 11 0 6 6 14 14 15 11 7 1 15 15 11 15 7 0 14 10 6 15 10 14 6
split_gain=0.530981 0.192992 0.200757 0.177054 0.300122 0.298273 0.201519 0.18742 0.215726 0.162587 0.158532 0.168772 0.162179 0.154988 0.286087 0.199193 0.153052 0.234329 0.235376 0.150455 0.144961 0.142868 0.141383 0.313309 0.351798 0.276442 0.270031 0.251936 0.247887 0.247577 0.338294 0.226142 0.218773 0.208885 0.208216
threshold=0.057125331833958633 0.039415633305907256 -0.13934096838320603 0.056181406602263458 0.071203700901592018 0.72015633900758502 -0.98052781318491877 0.05897368676960469 -0.024913643540878959 -0.19794325978495397 -0.15367910130665377 0.8334184764227669 0.00071105868332515404 8.7218122644117119e-06 1.1535866789816525 1.6456649339960043 0.31157222719196659 -0.18416570193329343 0.047680347229447785 -0.015899348173238719 0.097160105425704371 0.97452569007873546 -0.060449457584172368 -0.063419389502826801 -0.0072072537023714954 -0.036061444676853266 0.86830598846113782 0.013480213470757009 0.049469202077248399 -0.20063242322762731 -0.3635011869728908 -0.034608345152838706 -0.45134524409882903 -0.020900097511908289 -0.5206224048625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 5 6 -5 8 -8 20 12 -12 -4 14 16 22 17 -1 -19 -11 -6 -3 23 24 -15 28 29 -25 33 30 34 -27 -33 -24 -26
right_child=1 21 10 4 9 -7 7 -9 -10 19 11 -13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 25 27 26 31 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.039223856678542987 0.0098993024075128243 -0.0045343614694547847 -0.029310210655158153 0.10322183722486696 -0.0080549659285347117 -0.03668678621873208 0.035578448940684855 0.020230243172542017 0.14178317905361817 0.042334631632608026 -0.049850797054309899 0.049013329215238904 0.046476357474521161 0.0093938815374476486 0.073746302104337219 -0.023033512652925789 0.033696878032052485 -8.5189641373874678e-05 -0.067679739757005697 -0.028941732571762052 0.101882822381059 -0.064428477046667945 0.01660059794824581 -0.10087185162238917 -0.019462460182011247 -0.075167114410364375 -0.079321105501514777 -0.00049040735450173341 -0.013574005408905764 -0.0028520941159624778 -0.055923217258955431 -0.072041521522590218 0.0037189495997441073 0.050555701292673227 0.09256277706050231
leaf_weight=1.0231821960769591 1.3961885176286157 83.187998187655467 0.80619893420953281 0.34205379865670416 0.26305792850325849 0.77468822646187696 0.61787113816535566 8.1109089788860711 0.27699870518699654 0.33533380387234579 3.212127054623124 0.18248143934761163 0.43456793070072308 24.294755205468391 0.79767919518053521 3.1548252547290749 1.8059314265847204 2.0861887745559216 0.68407921859761689 2.5345955197117278 0.22044778738927562 0.40017630890724731 5.3354000681429161 0.56296707232831866 0.41233043240208644 0.36833289977221184 0.49140294574317422 0.44978196092415601 1.7305088028151647 40.701428681557445 1.9383634846017219 0.38295201167056703 81.476687360905999 2.743291379789297 0.27762504426937118
leaf_count=73 618 34999 285 91 105 99 194 2370 48 83 1282 21 221 4087 73 857 179 185 78 770 52 263 1302 106 147 108 61 140 334 8122 624 144 16409 557 81
internal_value=0 -0.00606766 -0.0233429 0.0033172 0.0143523 0.0229418 0.0278834 0.025022 0.0684532 -0.0115757 -0.0333556 -0.0445362 -0.00276661 0.00244613 0.0177171 0.00185162 0.00973525 -0.00167206 -0.0167767 -0.0206135 0.0420697 -0.0048211 0.00233875 -0.0010788 -0.000257908 0.00490566 -0.00560893 -0.0562905 0.0207733 -0.00477296 -0.0345189 0.00301275 0.00336453 0.0281308 0.0256144
internal_weight=0 89.6197 6.03156 184.194 13.476 10.1225 9.34783 9.00578 0.89487 3.35344 4.63538 3.39461 1.24077 170.718 6.39706 164.321 5.59938 3.79345 2.77027 2.86993 0.483506 83.5882 161.166 69.1287 68.1159 92.0372 43.8212 1.01275 9.8092 43.3297 2.62832 82.228 81.8596 8.07869 0.689955
internal_count=75168 37689 2427 37479 3812 2802 2703 2612 242 1010 1809 1303 506 33667 588 33079 515 336 263 853 157 35262 32222 13368 13122 18854 9035 246 2193 8974 852 16661 16553 1859 228
shrinkage=0.1


Tree=77
num_leaves=36
num_cat=0
split_feature=2 4 4 9 9 9 2 14 13 8 14 14 7 2 14 7 8 13 8 7 4 13 8 9 8 2 4 8 14 14 9 13 8 5 14
split_gain=0.501917 0.347131 0.351807 0.554647 0.301663 0.252086 0.251703 0.239834 0.351767 0.264507 0.23082 0.257321 0.391098 0.381089 0.274228 0.221601 0.313192 0.345292 0.215971 0.216302 0.20648 0.197636 0.188665 0.182003 0.24283 0.237371 0.207201 0.194923 0.181239 0.178008 0.175499 0.172467 0.169092 0.185119 0.166387
threshold=0.001840391487348825 0.00040768849430605775 -5.60755336209695e-06 0.07033595950073411 -0.30398310229672548 -0.19329089027464405 0.0031126730609685187 -0.15561364996367891 -0.0014923085584539299 -0.18854765321455857 -0.2779027311644468 -0.50851292708790663 -0.27869402151595557 0.00015313491894630718 -0.76572133140137566 -0.11712836137818664 -0.19228289600099563 0.012710553126785038 -0.20050892167599935 -0.044784396824140545 -0.00028449308592826123 0.017791684461202339 -0.032518111571004281 -0.19514591051766497 0.18916057063096459 0.010520301759243013 0.55546936579048645 -0.29126661498671452 -0.96416794508636117 -0.0332565237567733 -0.42447059611136456 -0.0010889252243990956 -0.48709461547269173 0.21417769603542336 0.39415688814606198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -4 7 6 -2 10 29 34 11 14 -13 -14 18 23 17 -17 20 -20 -1 32 -5 24 26 -25 -3 -27 -21 -9 -26 -12 33 -6 -10
right_child=1 15 3 22 21 -7 -8 8 9 -11 31 12 13 -15 -16 16 -18 -19 19 28 -22 -23 -24 25 30 27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.035513784200875309 -0.03141551584836736 -0.010692605252086021 -0.010873678529401305 0.019948581655503464 0.017449013281403931 -0.010172245090794145 0.0027266103755852061 -0.10483653193811947 -0.040232272100685446 0.0086455133592043976 0.075718494200168185 -0.079488408706852892 0.015285764960307922 -0.048798939556617911 0.027877294484716215 0.011826176427792118 -0.0042930222583887293 0.099655477331216824 -0.053295205082233316 0.036981637487745085 -0.019678578808783841 -0.034987774568311251 -0.065282197176800796 -0.0032321686343961191 0.05856178213963599 -0.035489409169283413 0.054799799808777805 0.026254814469501727 -0.025021834610839497 -0.034636217464255041 -0.024152387670650838 0.015342258050688756 0.0097597404626958862 0.06842544695999192 0.015335119384975081
leaf_weight=1.8590463651344182 2.2774089159938731 8.4493446894484805 11.933268567890989 0.28504009866446756 2.3762121642066627 37.961469950330866 41.62434552385821 0.52220730754197586 2.5266832487832285 4.8320251406985326 0.71191246953094411 0.86091305315494526 2.8546461517398702 1.3748457095935007 4.5547279118327424 7.3373499963090572 51.796222832679632 0.47669974554446515 1.3196202006656697 0.76803409866988825 1.0667911067139373 0.94735568594478436 2.9231882992753517 4.6260527736922112 1.0383428859058765 0.53543975035427394 0.51236374041764143 11.338223629747512 1.220744160236787 1.1716222881223062 0.34067779743054316 1.4105460788123334 57.439957211679939 1.0173909167060626 0.68494158796966065
leaf_count=161 371 1823 4231 173 364 18311 11525 70 253 438 68 95 230 160 395 1428 16539 108 131 68 105 262 1839 1237 210 97 42 3498 121 132 131 121 10233 138 60
internal_value=0 -0.00268815 -0.00679462 -0.0207975 0.00644567 -0.00420465 0.000955483 -0.00221756 -0.0148603 -0.00613841 0.00462112 0.000481292 -0.0180513 -0.00554572 0.00922524 0.00191965 -0.00147766 0.0171842 -0.00440193 -0.0219053 0.0153901 0.0103354 -0.0577097 0.00946479 -0.000936978 0.0159838 -0.00694824 0.0234705 -0.00107709 -0.056279 0.0381278 0.0355936 0.0110412 0.0327316 -0.0283814
internal_weight=0 183.455 97.0047 15.1415 89.5202 81.8632 43.9018 27.7393 9.73748 8.04365 18.0018 15.8794 5.0904 4.22949 10.789 86.4507 59.6103 7.81405 6.23424 3.3084 2.92584 61.7809 3.20823 26.8404 10.3407 16.4997 8.96171 11.8737 1.98878 1.69383 1.37902 2.12246 60.8336 3.3936 3.21162
internal_count=75168 61563 36450 6243 13605 30207 11896 2608 953 751 1655 1466 485 390 981 25113 18075 1536 586 320 266 10997 2012 7038 2206 4832 1865 3595 189 202 341 189 10735 502 313
shrinkage=0.1


Tree=78
num_leaves=36
num_cat=0
split_feature=3 1 3 10 10 2 2 7 2 2 5 2 14 1 2 5 14 3 2 3 3 3 7 12 1 3 7 14 10 7 14 3 3 12 3
split_gain=0.650949 0.299079 0.225157 0.296586 0.290752 0.416647 0.339245 0.277372 0.26561 0.217004 0.221298 0.255616 0.186398 0.209718 0.180228 0.182968 0.296476 0.310741 0.317083 0.244043 0.281068 0.22593 0.270268 0.23132 0.330467 0.294135 0.217695 0.211561 0.374228 0.293669 0.208229 0.215063 0.1894 0.176497 0.172306
threshold=-0.20313246920704839 0.034794971346855171 -0.13880510628223416 0.39383429511423668 0.68616721963547589 0.023621456697583202 0.1591865420341492 -0.19455859004681392 0.56337609887123119 0.075937394052743926 -0.001882190913886819 0.022067401558160785 -0.67158015162418494 0.82249030470848095 2.3524614789494085e-06 0.005799737490657938 -0.50851292708790663 -0.73865130633748766 0.00017429360013920817 -0.58810046673897876 -0.88668142072492617 -0.99687453180376895 -0.15954338753920319 0.0040392944199779861 0.00028780115826521074 -0.97366982331732277 0.18781327355395136 0.023882242078098491 -0.40936822083879881 -1.0000000180025095e-35 -0.072755642555190306 -0.93541806263419847 -0.99383065162692208 0.01589580637996877 -0.82590370641719335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 33 8 -6 7 -7 -4 10 -1 14 13 -3 -12 16 19 -18 26 20 21 -16 -23 24 -24 -26 -19 30 29 -29 31 32 -17 -2 -30
right_child=1 12 4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 15 27 17 18 -20 -21 -22 22 23 -25 25 -27 -28 28 34 -31 -32 -33 -34 -35 -36
leaf_value=0.011067294878004267 -0.020179518656961732 0.010746203838524053 0.0057382533175736683 0.037488372689149202 -0.12641146432069864 -0.058790165366944785 -0.10055972888696647 0.035956859846626811 -0.026452755989154239 -0.024552636798690075 0.031402998194065355 0.031959316138382342 -0.0088813492913870831 -0.071663738457688433 0.043968178741653263 0.0040448712265928142 -0.024097478698658654 0.0083117232877518554 -0.012493539968687377 -0.02358101654591635 0.036509450542366748 -0.048964838604766567 0.066197289082693775 -0.037412688466787511 -0.04908694027775732 0.029708271357594858 0.077441755025263168 -0.056209704869058165 0.091820777611937091 0.040115733055190728 -0.0039823474369802461 -0.010082508746429653 0.064450720785816623 -0.090722857919962513 0.015322584850018597
leaf_weight=57.855798007552949 5.2554135396931079 7.4332315167412153 58.125665264706186 0.87979787337826554 0.38928119940101114 0.43649474054109294 0.35429328749887634 1.0576763801800551 2.6813943144807117 2.2462450199527657 1.7928001233376551 2.6946892212072262 83.874952595842842 0.32218385053783993 0.99866998242214222 0.81817658745058031 11.116027086463875 1.0347890818957228 3.4846970114158466 2.2192788494285223 3.355929776094853 1.2259878742042918 0.98256991989910769 0.9684273195452987 0.84867112897336405 1.0723644935060297 0.81375000160187472 0.61105668969685212 0.97516592453757767 0.65658545412588887 11.557911244484787 1.2014550046260399 1.4198219394711489 0.38033790164627124 0.42179869544997817
leaf_count=12012 1046 2420 12888 108 89 72 60 213 1391 741 140 525 36857 123 62 120 1149 92 443 281 294 135 58 96 99 125 52 72 268 64 2314 296 275 48 140
internal_value=0 -0.00375683 0.00118698 -0.0165105 0.00301597 -0.0323844 -0.0125826 0.00827825 0.00431873 0.00621117 0.00685027 0.00199695 -0.00750988 0.00732264 0.000299888 -0.000918064 -0.00592807 -0.0145773 0.00526564 0.00626129 0.0132676 0.000474162 -0.00804604 0.00490993 0.0190256 -0.00510171 0.0387436 0.0070588 0.0330239 -0.00631717 0.00244554 0.0240458 0.0423673 -0.0249403 0.068723
internal_weight=0 161.191 69.5604 6.51555 63.0448 2.23775 1.84846 1.49417 60.8071 110.373 108.126 50.2706 91.6304 7.75542 47.5759 45.7831 28.1212 16.4493 5.33324 11.6719 9.45262 6.09669 5.09802 3.87203 2.90361 1.92104 1.84854 17.662 2.66461 1.26764 14.9974 3.43945 2.238 5.63575 1.39696
internal_count=75168 55315 15915 1202 14713 434 345 285 14279 19853 19112 7100 39400 2543 6575 6435 2886 1736 587 1150 869 575 513 378 282 224 144 3549 544 136 3005 691 395 1094 408
shrinkage=0.1


Tree=79
num_leaves=36
num_cat=0
split_feature=9 5 5 5 9 6 9 7 8 5 5 14 7 7 6 5 9 10 6 6 7 6 9 6 5 5 5 10 8 8 14 8 14 8 11
split_gain=0.251974 0.493644 0.716943 0.532741 0.380435 0.346814 0.30146 0.276274 0.259658 0.248749 0.248097 0.293189 0.284726 0.221694 0.218973 0.218553 0.210484 0.269466 0.209091 0.208834 0.20604 0.242572 0.181094 0.462624 0.255015 0.180507 0.174476 0.343683 0.197042 0.199279 0.191555 0.175376 0.211558 0.17316 0.168794
threshold=0.1253045203236561 -0.063918118103168664 -0.063997099069168645 -0.011001367243160221 0.12530445398093593 1.7005057551187399 0.07033595950073411 -0.67343732699301218 -0.013162291238811045 -0.053389643957718322 -0.063918118103168664 -0.67158015162418494 -0.099311028878860938 -0.061608105461857007 -0.55732428271765533 -0.063997099069168645 0.26378260006108473 0.34582104212711046 0.28784386604012074 0.25235963790977017 -0.13553282466861691 0.78991508368758967 0.070334891574211425 -0.74918596932558856 0.27565963431870255 -0.044593542069094959 -0.16050564882475424 -0.18463143087986925 -0.14402882669699096 -0.25513706794028945 0.13302692907022937 0.0075527018555319328 0.034402771352404202 -0.067789938526551588 0.0018074459067765143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 9 6 7 22 -2 -5 -3 12 -12 -8 14 -9 -14 17 -16 19 -6 -20 33 24 -24 -1 -13 28 34 29 -15 -29 -30 -33 -22 -28
right_child=1 3 -4 8 18 -7 10 13 -10 -11 11 25 15 26 16 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 27 30 31 -31 -32 32 -34 -35 -36
leaf_value=0.00076847041435113776 0.138276443025898 -0.12358192545127292 0.093436228976891397 0.022428801765769391 0.016214926717600907 0.14615349287869095 0.068123141568526696 -0.067004405091831323 -0.021436156369573908 -0.036128775471129616 0.12486002785129198 -0.096026774509661975 -0.020770975932448033 0.056362621727089883 0.034706936181283142 0.095885434533677816 -0.040129418938520123 -0.052246314603949143 -0.020311631815978948 0.072314244218930943 -0.019700790222835229 0.027848608863088903 0.09319473101971304 0.0080432198444473028 -0.019296540948010192 -0.022988973810117871 0.10596203540938148 -0.069080574028513794 0.038571069741537477 -0.065378948088461716 0.04186787888579814 0.012884573963048996 -0.079726298870375287 0.027270895283445357 -0.039456469341984879
leaf_weight=189.16011956474722 0.13569365932198429 0.34073480730876315 0.85689148018718952 2.7740625387996261 18.187919738469652 0.15696425596979757 0.66513912260415997 0.90588540574390197 2.6278168130083923 7.1544955783538171 0.13089219354151183 0.35248076178686361 1.563184900147462 0.17990540277969558 1.321559259522471 0.17898660548962531 1.4246534078229158 0.48799861237057474 3.2281817494658753 0.68869572639232401 2.9812384230899625 3.7994389162049629 0.69516932521946717 7.7629868983058241 6.5535828441898039 8.456154473606146 0.25177027557583631 0.96174665076796706 2.6603562576710837 0.53224643932480464 0.18565402527019614 1.6476707053079733 0.29009105642762723 1.0652671967400218 0.11687513886863599
leaf_count=42670 46 164 415 777 5027 64 349 304 1050 5006 44 131 799 74 579 114 584 220 1189 217 865 1119 53 1614 2730 5632 112 419 972 184 73 883 185 395 109
internal_value=0 -0.00923413 0.00525995 -0.0228503 0.00130161 -0.00145086 -0.000165971 -0.00353773 0.0010901 -0.0401044 -0.0160307 -0.023704 0.012464 -0.00529248 -0.0235496 -0.00878596 -0.0113782 0.0112575 0.011862 0.0182617 0.000953347 0.00970274 0.000715711 0.0150418 9.65823e-05 -0.0259116 0.00578031 -0.0241407 0.0143226 -0.0346243 -0.0511287 0.0219034 -0.000979665 -0.00733521 0.0598586
internal_weight=0 25.0131 12.116 12.8971 245.469 11.2591 215.519 11.1021 5.40188 7.49523 11.3468 8.93953 2.40731 10.9664 4.1401 1.74217 3.23421 1.80956 29.9507 18.8766 11.0741 7.84594 204.172 8.45816 195.714 8.80864 6.82632 1.51605 5.31027 0.712152 1.1474 4.59812 1.93776 4.04651 0.368645
internal_count=75168 12220 5223 6997 62948 4808 54136 4744 1827 5170 7069 5807 1262 4698 1687 913 1383 799 8812 5244 3568 2379 47067 1667 45400 5763 3011 713 2298 258 492 2040 1068 1260 221
shrinkage=0.1


Tree=80
num_leaves=36
num_cat=0
split_feature=3 1 8 9 6 7 9 8 9 3 8 8 8 3 1 3 6 6 1 9 9 8 7 6 11 12 12 1 12 6 12 1 6 7 9
split_gain=0.759096 0.50525 0.364472 0.340684 0.33327 0.335946 0.217801 0.305538 0.221319 0.355767 0.476103 0.229029 0.214766 0.213203 0.221045 0.20613 0.2977 0.203224 0.198624 0.205132 0.368304 0.36498 0.334831 0.193938 0.191011 0.188699 0.20653 0.188648 0.185441 0.195299 0.184096 0.182089 0.179748 0.178246 0.186236
threshold=-0.1101680565625429 0.0016105895629152658 -0.26882300433199358 -0.42447059611136456 -0.59365579571422089 0.46928974901055182 -0.18062227901303712 0.026445889019508801 0.03830869910441153 -0.90506467130035151 -0.071137605180952551 -0.34267298394527163 -0.71123693861987058 -0.26678022695705289 0.0064897306729108104 0.96138286050700128 -1.5623133730693419 1.4255277048404273 0.0026639628922566776 -0.42449237182921723 -0.51250310001937327 0.13085435698840078 0.19932624280729425 -0.7323331032488698 0.021751375902572982 0.016587584052325601 0.0022202259594891688 0.026708117686212066 0.0045223530868567759 -0.16757889456616723 0.0019428530643680873 0.00046609425044152891 1.8552398973730932 0.15693778696108091 -0.53378237695904607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 31 18 5 25 7 -1 13 10 17 28 -5 -8 -15 -14 -17 -10 -3 20 24 22 23 -21 33 26 -4 -22 29 -11 -13 -2 -19 34 -20
right_child=1 3 4 12 -6 -7 8 -9 9 11 -12 30 15 14 -16 16 -18 32 19 21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0019898267995606326 0.029045940223522977 -0.035111260237258309 0.027296164153498278 -0.11718500965418162 -0.0044798527938686907 -0.015844717736679802 0.017499629736990326 0.036216705136380006 0.0081036576522267954 0.09495493396290676 0.0487395214861501 0.0029334127330919962 -0.0083228676548310464 0.10478009587572504 0.028106637127801287 0.1313645808664001 -0.027461967585326659 0.11175888634929694 -0.017926489905132442 0.014754989123156072 -0.080520569100411568 0.075386681901003033 0.053545981400098613 -0.026975311905505107 0.059094898754039983 -0.013224936672118699 0.075963384469542691 -0.019245157674477043 -0.010423185418343856 0.014282608342039066 -0.020107824216888733 0.089774131328129128 0.0073746828356199296 0.020345273087406752 0.0051071701822239949
leaf_weight=79.236622263269965 1.5917142024845845 1.4072928219684389 1.9827242184692342 0.18654361196968139 11.160531941070072 1.4533955053193492 3.0020973541468265 2.6969129699573378 14.622696658869245 0.61354449045029458 4.1546700361823232 9.9916651763851387 84.443381102631974 0.69904325699644576 0.81365237401041668 0.11980134541227005 7.9076335858453586 0.36503896984504614 5.0589686484600032 2.5176387995015825 0.58082433667732658 0.97364756057504553 1.3203269604127852 1.99709993682336 0.62260370151488942 0.57155387569218863 1.5565477797354104 3.7227800795517396 0.66196274018147949 0.58738661873940223 5.3107456481884592 0.71577881206758309 0.30098684698168654 4.5826309650292378 11.466385851002997
leaf_count=10783 171 215 275 41 1797 130 1370 437 2707 142 759 3744 34953 135 264 61 5407 65 1560 525 131 168 298 457 212 64 178 921 154 204 1940 86 91 1514 3083
internal_value=0 -0.00456612 0.0106276 -0.00684471 0.00548746 0.0254796 0.00609694 0.00311643 0.0120352 0.00945898 0.0187215 -0.00103285 -0.00999481 0.0329252 0.0635388 -0.00977857 -0.0250916 0.0105642 0.00167727 0.00325363 -0.000788001 0.0187074 0.00924986 -0.00370446 0.00450512 0.0400899 0.0486997 -0.027515 0.0320731 0.0554974 -0.00506311 0.0478837 0.0645861 0.00289493 -0.00194421
internal_weight=0 145.94 19.0322 126.908 16.7248 5.56422 123.057 81.9335 41.1235 36.6087 19.4434 17.1653 92.6574 4.51479 1.5127 92.4708 8.02743 15.2887 34.2502 32.8429 26.0342 6.80871 5.83507 4.51474 21.7306 4.11083 3.53927 4.3036 1.86289 1.20093 15.3024 2.30749 0.666026 21.108 16.5254
internal_count=75042 52247 2701 49546 2444 647 22795 11220 11575 9806 3622 6184 40462 1769 399 40421 5468 2863 9084 8869 7421 1448 1280 982 6369 517 453 1052 500 346 5684 257 156 6157 4643
shrinkage=0.1


Tree=81
num_leaves=36
num_cat=0
split_feature=2 4 4 11 15 8 1 2 1 14 14 14 7 1 11 2 2 8 1 7 15 14 14 2 11 14 2 7 15 15 11 4 15 4 11
split_gain=0.488283 0.317412 0.335399 0.268421 0.24863 0.240541 0.185648 0.250707 0.204658 0.181117 0.348358 0.282543 0.297714 0.27285 0.255835 0.236584 0.225074 0.201482 0.214625 0.193366 0.183903 0.180074 0.21021 0.284894 0.179242 0.213405 0.425701 0.261727 0.224381 0.293664 0.222396 0.195088 0.189936 0.311714 0.231697
threshold=0.0020236037671566014 0.00030921073630452161 -5.60755336209695e-06 0.012806352498210731 1.2991545835695379 -0.53299756653756813 0.0075793601572513589 0.095822010189294829 0.0041210895869880923 -0.20772285662612708 -0.83830225598296904 -0.095771932541019913 0.37560410013536255 0.037216782569885261 0.012238365471128674 0.98767396807670604 0.099692177027463927 0.18567067955103525 0.076920859515666976 0.72673902790327483 0.40319014605019438 0.49969875965781824 0.042213176560118262 7.9387562436750172e-05 -0.004612117107595892 0.13302692907022937 3.5731038224184892e-05 -0.56935040039511697 0.2943551173484163 -0.56199092174715892 -0.01631105161144383 -9.4329530838876949e-05 -0.7388850700380023 -0.030114855326246467 -0.0021747170270727373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 -3 8 -8 -4 10 13 12 16 -7 -13 17 -11 -12 -19 -16 -18 22 -5 -24 25 -1 30 -28 29 -29 -27 -31 33 -26 -35
right_child=1 5 6 21 -6 9 7 -9 -10 11 15 14 -14 -15 19 -17 20 18 -20 -21 -22 -23 23 -25 32 26 27 28 -30 31 -32 -33 -34 34 -36
leaf_value=-0.00013987235509183683 -0.0043136342875174771 0.042124815574701942 -0.019084851592015915 -0.0073485797882936674 -0.047186699661045002 -0.047600888169184112 0.0025667504900766191 -0.028016182661831937 -0.13269261266080959 -0.034364194815398694 0.015635663157546217 -0.0023119031405944594 0.034943242293930067 0.0078369433972319529 0.018933255009457365 0.10717511656047805 0.017375074502894935 0.026454666001394997 -0.048060093568425742 -0.06330378897950964 -0.096022011613930855 0.021417955142956718 -0.1163775322188686 -0.024872427165645139 0.041182468316455986 -0.011553780936012052 0.081139271491259005 -0.030417254927936423 -0.025252304445462621 0.04867922970658288 0.049731565208745436 0.0014905630131387525 0.015717408457907225 -0.083254492416097559 -0.010603381597580876
leaf_weight=33.595854069870256 79.556264178901984 1.4449381715385232 0.32678602980740734 2.3808530889182289 0.81882646237499912 1.8009700097027264 3.8363650259998385 8.8961693914134212 0.30803613824537024 5.9464316215417039 17.542412429476833 43.306055675056996 0.9227703162068791 1.7509062917088156 8.691923587728521 0.26750878507664211 1.5446276498769291 0.6100092889755605 1.0551554783451136 0.29564551920339077 0.15760847835917946 1.0055917082936501 0.50458108074963082 1.0447019159255431 0.97777605033479664 0.7036269885720684 0.39133374280936539 1.2885897832165936 2.7933408786484506 1.7767566845068357 3.7366058735788084 1.7283265428486632 33.728239914429651 0.53916510696581177 2.3622123216118767
leaf_count=5594 29949 212 79 320 98 349 1321 4245 57 1959 4392 13794 250 530 2319 181 835 173 346 55 59 119 46 158 134 58 54 194 479 284 373 338 5307 76 305
internal_value=0 -0.00273249 -0.00677629 0.00632421 0.00764915 0.00167081 -0.0214328 -0.0188014 -0.074211 0.000974039 0.00852819 -0.00188391 -0.0187128 -0.0202727 0.000874514 0.0137809 -0.0251861 0.0124802 -0.0207627 0.0162281 0.00687573 -0.016343 -0.0260047 -0.0546744 0.00818611 0.00400059 0.0152017 0.00138954 -0.00272391 0.0104037 0.0400199 0.0254109 0.0133073 -0.00764809 -0.0241042
internal_weight=0 178.261 92.9236 89.3764 84.4407 85.337 13.3674 12.7325 0.634822 83.892 23.027 60.8651 8.57144 3.55188 52.2936 19.4751 7.64867 19.2076 1.66516 8.98757 1.70224 4.93573 3.93014 1.54928 83.6218 46.0144 12.4186 7.97835 7.58701 4.79367 4.44023 3.50508 37.6074 3.87915 2.90138
internal_count=75042 61105 35651 13937 13294 25454 5702 5566 136 25242 5971 19271 3103 879 16168 5092 2853 4911 519 2374 894 643 524 204 13196 7374 1780 1349 1295 816 431 622 5822 515 381
shrinkage=0.1


Tree=82
num_leaves=36
num_cat=0
split_feature=3 3 2 3 10 7 3 10 10 10 10 3 2 12 3 15 15 11 3 12 15 10 10 10 3 10 13 7 12 15 7 3 10 11 15
split_gain=0.673264 0.217648 0.304025 0.251423 0.234452 0.255908 0.214929 0.197932 0.191999 0.222659 0.211248 0.206433 0.192852 0.202101 0.26434 0.537902 0.279078 0.207648 0.191644 0.191617 0.346292 0.406567 0.297846 0.240652 0.199055 0.1897 0.41943 0.215479 0.220228 0.187086 0.195032 0.174102 0.172861 0.172256 0.169052
threshold=-0.20313246920704839 0.11172695457935335 0.10540112107992174 0.056718397885560996 -0.079920008285892838 0.059970638598993563 0.96138286050700128 0.69028921691837231 -0.45134524409882903 -0.4509362535116449 -0.40936822083879881 -0.092702763504348681 0.045296331867575652 0.0073641818388589771 -0.1101680565625429 -0.57925538022170742 -0.2578639152302053 0.0023740184290594259 0.95121045323594455 -0.00023263447463757806 0.085139213920239251 0.434768163754151 0.68336621466343694 0.39383429511423668 -0.058705139905214303 0.27584345461350179 -0.0096266523519778994 0.78488341017786667 0.00056041222860178164 -0.15680648461110633 0.13900715668292321 0.996388973971989 0.68616721963547589 -0.0019931822090136328 -0.05609010704643707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 -6 7 -7 -2 11 -11 -10 13 14 15 -12 -17 -18 -3 20 21 23 -23 24 -14 26 -21 28 -27 -30 -31 -20 -24 -16 -15
right_child=1 4 -4 -5 5 6 -8 -9 9 10 12 -13 19 34 33 16 17 -19 31 25 -22 22 32 -25 -26 27 -28 -29 29 30 -32 -33 -34 -35 -36
leaf_value=0.0063861851213114999 -0.044217634601790935 -0.0081122580980696156 0.015331991062876298 -0.023254007755044236 -0.030184425734732925 0.012719347785337133 -0.02587898215959572 -0.071872872648489197 -0.022989344195467904 -0.048639661998999641 -0.066759484404118385 0.028916893193233751 -0.01186413208661149 -0.0052336325196992144 -0.019565381498331556 0.061305864122460252 0.018556015183432011 -0.023785903874641398 0.023060757097367879 -0.084837205590425249 -0.015600665567616865 -0.045803803300822434 0.036116840924569273 0.14232197691973683 0.036470437888670042 -0.057602726772029149 -0.0062598678314228651 -0.055930724606411797 0.0013751696044168986 0.015461374638552836 0.065769132993365231 -0.024142507568445652 -0.0097436598482364065 -0.005953025872105464 0.018513494341183902
leaf_weight=108.2961642282844 1.0639366722607508 20.379134376828009 9.718436498224035 5.8756225110555524 9.318501925115017 4.5191463372539129 3.2057057055590121 0.29463472146017 0.94539404846727837 0.98643188990536046 0.87025080760940898 4.0421809456311157 0.97378970588033631 6.418709897188819 17.355097939958785 1.1639886069606289 4.6065274643260548 1.5472258403169687 3.9866061617976802 0.72647907544160339 3.5992954859029842 1.2511003961189997 1.5300378326792272 0.1970700591627973 6.8144644237327165 0.40656240470707317 10.461433673724969 0.47373755881562818 3.2594844323175494 1.9491951451782372 1.2744788422423878 0.97186149646040565 1.7758345158072186 20.019892477030243 5.6247187189946981
leaf_count=19841 420 8400 3533 2095 6035 3294 2147 69 212 438 163 960 316 1196 4586 201 1084 341 2255 202 1104 327 313 45 2336 111 3464 54 621 485 276 566 445 5868 1239
internal_value=0 -0.00385524 -0.0015908 -0.00315394 -0.00995369 -0.0189139 -0.00581784 0.00754175 -0.00196506 -0.00150762 -0.00260825 0.0190781 -0.00211629 -0.0056636 -0.00870882 0.00756455 0.0164034 0.00791007 -0.00382237 0.00377387 0.0117412 0.0195875 -0.00424583 0.0331885 0.030427 -0.00315849 -0.0113622 0.00930614 0.0137918 0.018269 0.0353505 0.0138089 0.0114817 -0.0122739 0.00585714
internal_weight=0 157.607 114.931 105.213 42.6756 17.338 8.01949 4.81378 99.3373 98.2734 93.2858 4.98757 92.2994 57.6064 45.563 8.18799 7.31774 6.15375 25.3376 34.693 16.1416 12.5423 4.55697 7.98532 7.78825 18.5514 11.1879 7.36346 6.88972 6.48316 3.22367 4.95847 3.30587 37.375 12.0434
internal_count=75042 55201 32435 28902 22766 11545 5510 3363 26807 26387 25215 1172 24777 14678 12243 1789 1626 1425 11221 10099 4886 3782 1085 2697 2652 5213 3666 1547 1493 1382 761 2821 758 10454 2435
shrinkage=0.1


Tree=83
num_leaves=36
num_cat=0
split_feature=3 5 5 5 1 10 1 5 5 1 14 4 4 10 3 12 10 12 12 14 14 14 10 1 5 5 5 1 5 11 14 14 11 11 4
split_gain=0.622966 0.233445 0.477888 0.328165 0.329224 0.3246 0.375539 0.277418 0.291509 0.243821 0.23608 0.230905 0.223875 0.211777 0.349853 0.204248 0.191939 0.17803 0.175901 0.202164 0.163583 0.210515 0.158799 0.286015 0.18584 0.374208 0.265058 0.252 0.19749 0.158757 0.156773 0.239074 0.174686 0.278866 0.153302
threshold=-0.033396624028682702 -0.011001367243160221 -0.07683836389876296 -0.076986359521910491 0.0072391419671475896 -0.063889328362408515 0.030648089945316318 -0.00081780026348783608 -0.00081876077156355076 0.0043834147509187469 -1.2245355080666931 0.1150651089847088 0.13025752454996112 -0.24321990263531321 0.0078029297292232522 -0.010802010221145486 -0.19923990589520732 1.0000000180025095e-35 0.001419767089230975 -0.07603160452027416 -0.15156298171826302 -0.42219231106413263 -0.063758737991832751 0.011123856995254757 -0.044593542069094959 -0.063997099069168645 -0.063918118103168664 0.0026639628922566776 -0.050337044125870957 0.0079240588068642277 0.026331776102530059 -0.023767677515103624 0.0042669851540058871 0.0093778309876056554 0.55546936579048645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 20 6 16 8 13 30 -9 -11 -12 -3 -15 -14 -4 -10 29 -20 21 -5 23 -7 25 -24 27 -27 -28 34 31 32 -2 -34 -17
right_child=1 7 5 4 -6 22 -8 10 17 11 12 -13 15 14 -16 18 -18 -19 19 -21 -22 -23 24 -25 -26 26 28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.0044375934193876965 0.030827595079989646 0.089314330721462137 -0.11269744189932325 -0.015791268489578451 0.051382880407976075 -0.023605776580930979 -0.022451108867826794 -0.066703861157859784 0.059192801577865266 -0.0070740396847290389 -0.0066556218092214299 -0.04329511010170542 0.093879335630508765 -0.060872857414742867 0.0061557068390691028 -0.033924032660762805 -0.046804187189501009 0.017252404523442628 -0.029005309827153804 0.063946849262708064 -0.021630749487418808 0.082846979582647806 -0.046241938912972333 0.060520184554861571 -0.023422435756665239 -0.030349739904702262 -0.034567106090998376 0.13006951300187372 0.056446536443989774 0.036292047372776436 -0.012016097619591064 0.075809774886734196 -0.0770857928261484 0.018356112824944992 0.045463127955427951
leaf_weight=152.19975555719247 2.0503594864348997 0.26970867541967791 0.66042610228032561 0.44195829587988555 2.1343595593934879 0.71046933031175263 15.095065535679167 0.60368323134025459 1.6912708561867464 28.771713562044173 29.152723227176466 1.8746701608215506 0.32997568280552503 0.86733338204794375 7.6193307996909425 1.4282645220228003 1.3369633114780359 2.5203971298178658 0.30772606161190197 0.97639348630764267 1.5718265284085635 0.42388963908888433 0.73527951729556695 0.93730743281776085 4.0541098851754205 0.12567837376263935 0.50439320555597089 0.44341168832033873 0.45211966148053717 0.69260792835848395 1.7597262229937767 0.72403771994868238 0.47564580119797006 0.85903941494325409 0.29317810296925007
leaf_count=30129 312 49 195 66 732 406 8014 151 347 11262 11790 503 50 258 3114 329 684 564 85 171 255 71 328 855 2914 57 252 279 121 117 223 109 77 118 55
internal_value=0 -0.00536607 -0.00918919 -0.00255147 0.0227051 -0.0200742 -0.027843 4.26205e-05 0.0124759 -0.00571383 -0.00472984 -0.00928972 -0.0036023 0.00207782 -0.000694584 0.0184954 -0.0685914 0.0340943 0.0117691 0.0416718 -0.00240429 0.0324987 -0.00339804 0.0242477 -0.0106117 0.01236 0.0406038 0.0946424 0.00845276 -0.00413725 0.0129592 0.0236549 0.0124993 -0.0156568 -0.0204036
internal_weight=0 112.895 66.1425 41.0872 4.57203 25.0552 17.0925 46.7526 12.968 36.5152 33.7846 30.6464 33.1809 8.75637 8.48666 4.02815 1.99739 4.21167 3.69817 1.28412 2.43767 0.865848 7.96277 1.64778 6.31499 2.26088 1.5256 0.56909 0.956513 2.41405 5.86881 4.10908 3.38504 1.33469 1.72144
internal_count=75042 44913 27833 13728 1124 14105 8893 17080 4332 12604 12748 11765 12597 3421 3372 807 879 911 757 256 392 137 5212 1261 3951 1037 709 336 373 501 839 616 507 195 384
shrinkage=0.1


Tree=84
num_leaves=36
num_cat=0
split_feature=3 9 4 0 0 2 3 9 4 3 4 14 14 8 14 4 8 4 4 0 9 0 14 9 9 4 0 2 3 0 4 8 14 14 11
split_gain=0.551253 0.272102 0.262906 0.264927 0.221396 0.199178 0.184264 0.310317 0.330966 0.326411 0.459064 0.252079 0.371694 0.211487 0.199912 0.190718 0.203879 0.189001 0.210131 0.183793 0.173704 0.173412 0.183111 0.168068 0.166737 0.194149 0.157023 0.161674 0.257439 0.242789 0.214936 0.158094 0.185684 0.22459 0.228156
threshold=0.03195627965033055 -0.51250310001937327 1.0000000180025095e-35 0.28602901101112371 0.90174946188926708 0.93161830306053173 -0.56478998846432649 0.079715873714038391 -0.081680402639904046 -0.63005258098928596 0.045048169791698463 -0.04398160865596213 -0.040497604601711895 -0.010339412715406178 -0.038044971936718318 0.10217609629034997 -0.5975204254417269 -0.012417534831911324 -0.002135911636287346 0.41815994679927831 0.10071510623525833 0.012596817687153818 0.099816001950485136 0.22324662305494181 -0.52510170554882929 0.0025265999138355259 8.7218122644117119e-06 0.020593926310539249 0.0010320702567696574 5.6400902394671e-05 -0.0065671936608850947 0.026445889019508801 -0.053258694630742967 -0.038044971936718318 -0.010193961720255091
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 24 -5 -2 7 8 21 11 17 -10 -13 -9 -14 16 -16 -11 -19 20 26 -1 -23 -3 25 -4 -8 28 31 -29 -30 32 -28 34 -34
right_child=1 23 3 4 -6 -7 19 13 9 10 -12 12 14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 29 30 -31 -32 -33 33 -35 -36
leaf_value=-0.041835934167262896 0.012870714410190491 -0.012887913545961877 -0.033270711370258867 0.034581746179191457 -0.042057947554197644 0.063380380483626167 0.038543885899578106 0.01364701056982459 0.0086786983938593777 0.0094183035577793742 -0.06114371932796156 -0.079477644510245332 0.050972224213346219 0.05967607769099699 -0.066634793329284361 0.023350525342743147 -0.0059609637659559303 0.11448875067491403 0.043862639319083269 -0.031407031691841003 -0.0078597381633935797 -0.022959012057637299 0.07210312961881192 0.013813897994341816 0.038896239785636277 0.0055625952376098789 -0.011316782556787348 0.073236176116372162 0.033728254161291528 0.0048511816268219064 -0.055922923316940848 0.014677059121862219 -0.0068757751041473502 0.00057784058179236085 0.087316703081825153
leaf_weight=2.4792348225164456 3.7210224144509985 47.62752059507784 4.1118850906495927 2.1614113313262355 0.45654857139743388 0.98801117853145104 1.1786252022720862 23.280802950626825 28.214396588526142 0.74286349366593696 0.41701333936362051 0.65520046403981069 0.66391500266036274 1.0429218868703163 0.56916844019725132 2.1987433545909871 20.538225774707826 0.65730712536606062 1.1731318086021914 1.8379775451539888 20.594695879924984 0.59630245366133738 0.30692297138739377 2.479986992879275 0.50184919370803882 1.8742741228197699 16.48707783716236 0.52446253120433439 0.32636709150392551 51.425708941613266 1.4806550340726961 5.4554878050766993 0.44091380736790597 17.044023866183124 0.61703860020498058
leaf_count=343 1201 24386 1178 854 175 416 90 5595 3782 91 86 124 109 278 82 468 3017 78 223 806 9128 168 52 1457 177 620 2871 43 110 12499 449 1065 92 2787 163
internal_value=0 -0.00814054 0.00428499 -0.00563538 0.0212165 0.0234682 0.00252108 0.00611111 0.00220473 0.00404495 0.0361867 0.00222597 -0.00516725 0.0156206 -0.00313604 -0.0046774 -0.00759706 0.0519595 0.0692243 -3.31349e-05 0.000465801 -0.0281693 0.00934384 -0.0115664 -0.0164703 -0.021112 0.00227104 0.00181527 -0.00281017 0.00554156 -0.039731 -0.00114411 -0.00363947 0.00335294 0.0480609
internal_weight=0 63.9225 13.815 9.10597 2.61796 4.70903 200.949 83.5362 59.2124 55.83 2.99032 52.8396 24.6253 24.3237 23.9701 23.3061 21.1074 2.5733 1.83044 117.413 115.575 3.38246 0.903225 50.1075 6.48801 5.98616 94.9804 93.8017 41.8516 51.9502 1.80702 40.0445 34.5891 18.102 1.05795
internal_count=75063 30464 4621 3004 1029 1617 44599 14496 8623 8060 478 7582 3800 5873 3676 3567 3099 392 301 30103 29297 563 220 25843 1975 1798 20169 20079 7537 12542 559 6978 5913 3042 255
shrinkage=0.1


Tree=85
num_leaves=36
num_cat=0
split_feature=3 9 13 9 0 3 0 15 3 3 0 6 6 13 9 6 7 15 13 3 9 6 6 6 3 3 6 12 15 15 6 15 13 6 6
split_gain=0.480533 0.235103 0.202101 0.251328 0.26295 0.20441 0.194639 0.302094 0.193731 0.239792 0.179297 0.186682 0.294527 0.253066 0.196069 0.237838 0.238847 0.181287 0.172725 0.172382 0.261514 0.278318 0.365834 0.267262 0.24873 0.217424 0.422112 0.274736 0.200362 0.27494 0.290121 0.210084 0.198219 0.19717 0.244795
threshold=0.03195627965033055 -0.51250310001937327 -0.0040879590191516208 -0.42668914562397059 0.076327387243509306 -0.9972915466150879 0.2958607971668244 -0.64297308184190516 -0.98742498354113184 -0.88668142072492617 0.0087602501735091227 -0.50361348347607082 -0.55732428271765533 -0.020822913450792707 -0.27219167356889357 0.1825498194011331 -0.30796176733365582 1.0000000180025095e-35 -0.0044820741957012867 -0.56478998846432649 -0.16314435463752519 0.040031243555262448 -0.26942633581017911 -0.70348502352739162 -0.90506467130035151 -0.9173320007539586 -0.81370662853666043 0.019146961374489731 0.173980845524356 0.067278641976605491 -0.38089271679954539 -0.14001293596020767 0.009646272371541904 1.5295907155008737 0.1825498194011331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 8 10 -6 -2 -8 -1 -10 -5 12 13 -12 -13 16 17 -16 -7 20 25 22 23 -22 -24 27 -27 -4 29 30 31 -25 -23 34 -28
right_child=1 -3 19 4 5 18 7 -9 9 -11 11 14 -14 -15 15 -17 -18 -19 -20 -21 21 32 24 28 -26 26 33 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.048313045120612359 -0.0028607954019111651 -0.010770927464336262 -0.007934575637974969 0.012220539618634159 0.11451578665536762 0.020325494702107396 0.10368186158317774 0.013487464725483237 -0.092871961871418884 -0.014840614830682672 -0.067106244345169749 -0.041982842725139642 0.076653548935485094 0.011935873742371095 -0.095613457699523785 0.016587684133373734 -0.0071055248079044345 -0.0035258142801263708 0.086005442095244675 -0.0021911322887933743 0.033199058123833287 -0.0014968129139494289 0.068013998515157964 -0.01911266746847359 0.0042172939461722157 -0.06661187461332628 0.0040553386265881879 0.056561162917304508 0.025285916779542936 -0.099652841970491332 -0.055967176649083322 0.06070621721026679 0.071833437195187491 -0.0393886207659013 0.03007657889206369
leaf_weight=0.38583102962002191 10.3528871932358 49.857278837835111 22.922252494699936 24.33413743996789 0.26592538323893666 5.6809942540239717 0.42358826904092017 3.0111226896260623 0.46626228094100985 2.534707272599916 0.44451472611399356 1.5749455042387079 0.64622996546131162 4.5631679557118332 0.60372980832470968 3.4762405920773745 4.1940035046391237 0.33097468278720044 0.43075454118661483 90.264229294236429 3.3625473136726214 8.9632160182509288 2.5298949307052685 0.66124904312891952 0.80577287852065804 0.70756834003259683 8.7589977271709305 0.68006673947092977 1.3769335279066579 0.3874796662130392 0.78903325676219571 0.65774990503268782 0.38443062609440026 0.70323637960245911 6.1563877445005355
leaf_count=24 3286 25843 2833 3604 24 1998 197 1138 65 507 98 369 142 1140 143 1163 1330 118 135 23475 680 2602 438 155 317 136 1179 56 304 80 212 174 150 109 839
internal_value=0 -0.00757478 0.00240137 0.00791245 0.0098262 0.028689 0.00398281 0.0246108 -0.0183886 -0.0269644 0.00683126 -0.00145124 0.0131186 0.00491958 -0.00954334 -0.003606 -0.0172933 -0.0630056 0.0249546 0.000568189 0.00472995 0.0140892 0.0252051 0.0125734 0.0526031 6.108e-05 0.00893361 -0.00607622 -0.00533645 -0.0222328 -0.0080021 0.0206909 0.00151896 0.012356 0.0147957
internal_weight=0 63.6449 200.043 49.9324 46.5456 6.37767 13.7876 3.43471 3.3868 3.00097 40.1679 15.8338 5.65391 5.00768 10.1799 8.60495 5.12871 0.934704 6.11175 150.111 59.8468 19.9183 10.5707 7.23499 3.33567 39.9285 16.3262 23.6023 3.87245 2.49551 2.10803 1.319 9.34765 15.6186 14.9154
internal_count=75063 30464 44599 10860 10264 2157 4621 1335 596 572 8107 4503 1380 1238 3123 2754 1591 261 2133 33739 10264 5112 2360 1605 755 5152 2263 2889 925 621 541 329 2752 2127 2018
shrinkage=0.1


Tree=86
num_leaves=36
num_cat=0
split_feature=13 8 14 5 13 6 6 5 9 14 13 8 6 14 8 14 6 14 14 14 14 14 8 7 8 12 14 9 6 6 13 6 12 14 14
split_gain=0.282252 0.456737 0.263924 0.17513 0.302028 0.255009 0.32016 0.250193 0.228889 0.228227 0.294179 0.209556 0.206773 0.204055 0.271095 0.191597 0.180126 0.238545 0.208817 0.200301 0.197056 0.176988 0.264391 0.189684 0.173029 0.17104 0.186536 0.184518 0.182038 0.191483 0.174663 0.174868 0.168276 0.162665 0.338976
threshold=0.003683151985124805 -0.42434158535139771 -0.05465317047181311 -0.00081780026348783608 -0.0069749355922044095 0.1825498194011331 -0.74151987401636343 -0.00081876077156355076 -0.19618699444139312 -0.125250882942295 0.0027624787051871301 0.095910289968214227 -0.30938811389264231 -1.4467564503334238 -0.13032635830960571 -0.046660295642125878 0.8916764445260017 -0.13934096838320603 -0.18416570193329343 -0.0332565237567733 0.062108311237013845 -0.069197208964644805 -0.062183902846568634 0.0016583188476121081 -0.022052312576026859 -0.020281644242307589 -0.1133598679983384 -0.24100382705121109 -0.65216586391114706 0.13753636608636496 0.014019132031135327 -0.019931277448084744 0.016587584052325601 -0.063820493499539027 -0.04398160865596213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 15 -8 -7 -5 21 12 -12 14 -6 -1 19 18 -18 -10 -21 22 -11 -23 -24 27 28 -3 -27 30 31 -30 -25 -28 -35
right_child=1 25 -4 9 13 8 7 -9 16 10 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 23 24 32 -26 26 33 -29 29 -31 -32 -33 -34 34 -36
leaf_value=0.059518994794379602 -0.0058392452145687368 -0.050075031036758755 0.070042880460243637 -0.017670729414707726 0.096373176564620647 0.0093644439090687873 0.00033028796118515758 -0.10071661060007471 0.030854789361367027 0.031409296998455877 0.094378818938742018 -0.018531802379202642 0.01464984299439044 0.0010242811248687899 0.0039135041730301535 0.013376312878582883 -0.0016291159868976623 -0.018414164837176589 0.14000792303387352 0.13820519302871351 0.059525601417170927 -0.012492019052850157 -0.04825127597217492 0.0068826143166492966 0.0049686681215343155 -0.018822545658201521 -0.028689476147455973 0.03192065971465944 0.012611100334150336 -0.0085090326040725573 -0.025398749074801549 0.048900359452619217 -0.038616574083951645 0.025505148431736166 -0.011938452274454473
leaf_weight=1.4927802142774456 0.73938211482891336 1.6852148070174737 1.2059102491912188 9.3834121075342392 0.52411676943302155 3.5009441541187698 11.529881082908103 0.25035656965337771 1.5169177231946378 3.5144730940373847 0.74630756814440236 0.46310990148776898 0.57659520773449813 134.32211357321466 0.80291820049751439 2.2656758897646805 0.1953706504573347 0.85045043980062451 0.22279007511679083 0.44427426728361674 1.1228243742843913 16.902323525628169 0.80600713311287142 11.709844933538985 2.5236574305890782 3.5482203091851288 4.650878797518085 0.32783550633393943 6.0366508328115742 5.2548899924731804 0.92433846320272994 1.7023179831376163 0.87349299168272487 2.6568866055677054 26.863884319662255
leaf_count=305 125 551 148 3067 43 666 3126 35 531 674 159 214 216 36559 127 474 112 374 51 196 391 4680 188 3743 952 840 1776 241 1496 1760 344 431 183 986 9299
internal_value=0 -0.00639897 0.041201 0.0016281 0.00321945 0.0137134 0.00629064 -0.00181719 0.0283998 -0.00370021 -0.000260921 0.0393616 0.0596285 0.00140979 0.0404308 0.0317032 0.0437106 0.0119925 0.0738331 0.0567578 0.0818314 -0.00220881 0.0122785 -0.00557156 -0.00791421 -0.00812485 -0.00701004 -0.0367216 0.00139669 0.00655126 0.0156864 0.0205935 0.00372421 -0.011307 -0.00856851
internal_weight=0 55.5964 1.94529 206.541 159.041 23.3923 15.5387 11.7802 7.85357 47.4992 38.1158 1.78601 1.3229 135.649 1.32703 3.75846 4.35263 1.26861 0.418161 3.08402 1.5671 36.3298 6.84414 29.4857 3.32966 53.6511 51.6381 2.01305 17.4664 13.9182 8.66331 7.73897 12.5833 34.1716 29.5208
internal_count=75063 17997 273 57066 42990 6261 3940 3161 2321 14076 11009 589 375 36729 170 779 1655 537 163 1118 587 10420 1814 8606 1140 17724 16932 792 4871 4031 2271 1927 3926 12061 10285
shrinkage=0.1


Tree=87
num_leaves=36
num_cat=0
split_feature=1 9 0 4 9 4 7 8 5 5 7 1 0 9 14 7 0 14 1 0 7 1 0 8 9 7 14 9 8 4 4 9 7 1 1
split_gain=0.331126 0.239217 0.235265 0.252985 0.212052 0.403925 0.186065 0.178384 0.200286 0.339274 0.2556 0.224392 0.182596 0.180075 0.179941 0.186489 0.178098 0.19161 0.160535 0.315156 0.161306 0.160259 0.155635 0.151981 0.146243 0.159164 0.153551 0.143367 0.242176 0.142051 0.136538 0.133031 0.132638 0.13133 0.130988
threshold=0.019745610654354099 -0.42447059611136456 0.015861982479691509 0.005374966189265252 -0.42449237182921723 0.0025265999138355259 -1.0000000180025095e-35 -0.1359486258217518 -1.0000000180025095e-35 -0.00081876077156355076 0.094583916404664528 0.068035837262868895 0.38386078178882604 -0.52123165724766651 -0.22780016102670606 -0.15616205420754906 0.18350107222795489 -1.2245355080666931 0.095484782010316863 0.072397883981466307 0.57025483390191078 0.089018944650888457 0.035263931378722198 0.37163678069283507 -0.11415207412895338 -0.72551458887219644 1.23255325454163 -0.13234554651273386 -0.062183902846568634 -0.058654398715589189 0.047391742467880256 -0.30398310229672548 -0.78348986943703292 0.57421419024467479 0.14396054297685626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 4 3 29 7 -6 21 13 9 12 11 -10 16 -2 -13 -16 17 -9 20 -20 31 -5 -11 -21 25 -1 32 -27 -29 -3 -24 -4 -26 -14 -7
right_child=1 2 18 6 5 34 -8 8 10 22 -12 14 33 -15 15 -17 -18 -19 19 23 -22 -23 30 -25 26 27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.023860188173045319 -0.0091744903480719658 -0.016388258848220101 -0.022475963518706073 0.0031608011388417076 0.067489639407823529 -0.012736399486650252 -0.045549558865304075 -0.073408104078079725 -0.063571849541061876 0.0026805326314644625 0.017317015523469318 -0.030517100893098177 0.057852596175472053 -0.067190098557017824 -0.031073230497026618 0.048188967005336411 -0.027170081009354287 0.0067303991399081291 -0.031412180742792582 -0.0049729044414886167 -0.047342210385002192 0.10295735914689751 0.038733589199417745 -0.032377251907522622 -0.051354003055207188 0.00054389085438014768 0.050511120188857228 0.03061509499903714 -0.092877183103241973 -0.075755431455173439 -0.022195774980374415 0.0013848980446855624 0.0076393410326051087 -0.004337304657677391 0.067800006765954088
leaf_weight=2.9354948737309305 4.9928149492479861 0.58808303550176777 2.4891883894306366 0.9291928989550795 1.4287661539856338 1.6621739865513516 0.68928987024992228 0.31444434751756922 1.1094422454480071 2.1341210308019063 2.1620610781974392 1.9352694336848797 0.80937026237370335 0.5992230615811448 0.47899581276578829 0.78055906842928402 2.9767474619438872 5.8316946905688392 5.743135445904044 38.866372774023148 0.73515121629316027 0.19461573789885733 5.1974829592509195 2.1348844953427024 0.38445305038840061 86.638696815722142 0.83113780667917936 0.2566795655493479 0.41643746358749822 1.2809173382447618 0.39579728106036771 38.113270392004779 43.969278888550434 0.58500071725575253 0.22988124715629954
leaf_count=351 844 200 809 309 368 423 290 71 278 380 798 601 321 143 146 293 804 1759 2740 20510 319 98 1239 1249 144 11914 158 79 106 504 72 14608 11843 208 84
internal_value=0 -0.00384953 -0.00649349 -0.0312585 0.00336621 0.0273555 -0.00464548 0.000737295 0.00438714 0.00974685 -0.0107352 -0.024826 -0.00194202 -0.0153912 -0.011371 0.0180464 -0.00709333 0.00263041 -0.00545824 -0.0094729 -0.000918476 0.0204431 0.0256558 -0.00639981 0.00328193 0.000956751 0.00792599 0.000186718 -0.0457859 -0.0570755 0.034422 -7.79242e-05 0.00712799 0.0317612 -0.00295137
internal_weight=0 125.388 91.7641 3.6821 33.6238 3.32082 1.8131 30.303 24.711 18.2447 6.46633 4.30427 10.5173 5.59204 3.19482 1.25955 9.12289 6.14614 88.082 46.7444 41.3376 1.12381 7.7274 41.0013 135.432 90.2473 45.1849 87.3118 0.673117 1.869 5.59328 40.6025 44.3537 1.39437 1.89206
internal_count=75063 50468 41636 1401 8832 875 697 7957 6970 4854 2116 1318 3163 987 1040 439 2634 1830 40235 24499 15736 407 1691 21759 24595 12450 12145 12099 185 704 1311 15417 11987 529 507
shrinkage=0.1


Tree=88
num_leaves=36
num_cat=0
split_feature=13 0 4 15 13 4 4 9 0 14 9 0 14 0 4 13 4 9 9 4 14 12 12 0 13 4 14 12 4 4 7 4 4 4 4
split_gain=0.221696 0.226083 0.17288 0.308761 0.215907 0.192576 0.177041 0.173978 0.292794 0.221615 0.191303 0.388067 0.264739 0.181987 0.221273 0.177335 0.169868 0.189206 0.291192 0.166283 0.155589 0.214732 0.2055 0.196283 0.164755 0.159476 0.158926 0.152531 0.146452 0.14625 0.272601 0.17157 0.167361 0.142653 0.21382
threshold=-0.0040879590191516208 0.002710377331823111 0.058639016002416618 0.41381613027098346 0.016682141166799735 0.078687675297260298 0.1150651089847088 -0.53355871336626615 0.0076093869283795365 -1.4467564503334238 -0.53378237695904607 0.22570700198411944 -1.2245355080666931 0.016855994239449505 0.01252605300396681 0.0039340137663723676 -0.013107319362461565 -0.13234554651273386 0.064520924895806089 0.31606793031096464 0.30220971192363172 0.012560869608630178 0.010038232120033373 5.6400902394671e-05 0.0059173959459331345 -0.017333699390292164 0.28120384617127819 0.0059022889874215034 -0.0030109349172562356 0.00074940657941624533 -0.11712836137818664 0.049690229818224914 0.00066390447318553935 0.17960244789719584 0.23669566586613658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 7 4 -4 -5 -6 8 -3 -9 13 12 28 -10 15 -15 17 -11 -19 20 21 26 23 -22 25 -24 33 -14 -12 32 31 -31 -18 -2 -35
right_child=1 2 3 5 6 -7 -8 9 10 16 11 -13 27 14 -16 -17 29 18 -20 -21 22 -23 24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 34 -36
leaf_value=0.0053489693616348786 0.0010988066631824416 -0.018569172743084856 0.0063789287754117121 0.045240898219687638 -0.011123951776896143 -0.035671686488806136 0.089126633457448243 -0.088609863094980271 -0.090118667880061815 0.011359285243135743 0.011833155061263166 0.079744557214856474 0.010165040996633 -0.013896029353832082 0.067864617073430084 0.07514989030184982 -0.012256644097661695 -0.029765113121256292 0.0029058684531843315 -0.041858566477996989 0.042103792245406793 0.024725469355912785 -0.062211379195243999 0.011895292552138457 0.032281102313622405 -0.0048118144761524666 -0.054637208420994503 -0.020726574656502017 0.086655561026121153 0.012353782465257701 -0.010378428017918856 -0.047548994741914208 -0.073065270217434836 -0.10142568453004785 -0.00067430878160157099
leaf_weight=62.569163743237368 32.87851509453867 5.3551599381316946 20.435267437012961 0.33226004710013457 0.25389766611624409 2.5646116117422935 0.5753172884506057 0.33143881059368041 0.25729009404313252 9.7769210207025044 0.43374926096294075 0.83814152376726347 11.06670506077352 4.7781957268889528 0.39660099521279324 0.23463012994034205 41.23734489778235 3.9332307317745281 8.9034939114653735 0.77271031347481667 3.0961027530356642 3.636130719605716 0.67581324419006783 7.0457356159786286 0.7635421155791845 1.7057173558860075 0.5403041128301983 1.8681885807309289 0.65910485968925303 9.8139840502408333 21.238810504664798 0.50261855208373241 0.4576315866142967 0.34264146121858985 0.54678298121143598
leaf_count=16664 4471 682 5504 120 128 568 147 66 68 2836 69 200 1851 1560 121 89 19115 1608 4183 189 332 400 70 1089 94 178 65 331 95 3139 8636 147 170 65 108
internal_value=0 -0.00147854 -0.0034923 0.00423629 0.00840871 -0.0263913 0.0584309 -0.00502185 0.0022551 -0.0069802 0.00768633 0.0136458 0.0096965 -0.00794763 -0.0040393 -0.00972815 -0.00669798 0.000878149 -0.00710467 0.00418451 0.00487897 0.0016179 0.0141919 0.0211174 -0.00814064 -0.0211002 -0.00083114 0.00570336 0.0569589 -0.00903685 -0.00390059 0.00943535 -0.0129241 2.97846e-05 -0.0394877
internal_weight=0 198.249 146.245 24.1614 21.2645 2.89687 0.829215 122.083 25.8878 96.1955 20.5326 14.8659 14.0277 5.66672 5.40943 5.01283 95.864 22.6136 12.8367 52.004 51.2313 37.9444 13.2869 10.1418 3.14507 2.38153 34.3082 12.9349 1.09285 73.2504 31.5554 10.3166 41.695 33.7679 0.889424
internal_count=75158 58494 51433 6467 5779 688 275 44966 5066 39900 4384 2546 2346 1838 1770 1649 39834 8627 5791 7061 6872 5109 1763 1421 342 248 4709 2182 164 31207 11922 3286 19285 4644 173
shrinkage=0.1


Tree=89
num_leaves=36
num_cat=0
split_feature=3 3 11 7 2 15 15 1 15 14 14 14 3 15 15 14 15 7 3 15 3 14 11 15 14 14 15 1 15 15 15 14 2 14 1
split_gain=0.402689 0.191967 0.374701 0.27452 0.211834 0.178635 0.379066 0.290104 0.275691 0.267195 0.419707 0.386889 0.287695 0.214442 0.359488 0.30119 0.28927 0.274753 0.254904 0.252568 0.206899 0.180618 0.170508 0.181136 0.24404 0.179179 0.176677 0.269537 0.165986 0.179826 0.165628 0.189672 0.303147 0.220689 0.177423
threshold=0.037253426387906081 -0.98227028230394342 0.012806352498210731 -0.09140110562110014 2.3524614789494085e-06 0.85679833291563934 0.61618320043616492 0.00057799764908850204 0.69249758904014114 -0.3301928887952193 -0.082349709642939944 -0.55042018927797198 -0.99383065162692208 -0.068689147015830052 -0.041759036242284851 -0.020900097511908289 -0.013464966621516508 -0.036566366409322461 -0.99383065162692208 -0.16086688486323966 -0.99383065162692208 0.34843455275842056 0.014774675680294195 -0.99580094954257525 0.52772453971853539 -0.016717501024269003 0.27604471881204617 0.0017298166640102865 0.075055448346025358 0.16746457926468952 0.36664459053440807 -0.74566412228310763 0.0057904503773897895 -0.67158015162418494 0.0087803015485405939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 9 -7 -8 11 12 -1 -11 17 20 18 -17 19 -16 -12 -15 28 23 24 25 -6 27 -25 -18 -30 -28 32 -32 -33 -34
right_child=-2 4 3 -5 22 7 8 -9 -10 10 13 -13 -14 14 15 16 21 -19 -20 -21 -22 -23 -24 26 -26 -27 30 -29 29 -31 31 33 34 -35 -36
leaf_value=0.020601723772306759 -0.0069898626971667405 0.055286682192331321 -0.0040933698066064079 -0.094839745264158781 -0.030847027619334146 0.026712864644814777 0.091413800794688471 -0.048827128512567416 0.018600483622783558 0.0117931898716653 0.01752243377812121 -0.05668745477976337 0.064935142459329118 -0.015638116790333313 -0.058296789181221109 0.064829897828203045 -0.00041629597448763334 -0.0064902966913564543 0.013065415973601391 0.064800331403523315 -0.077804156760807999 -0.016502020889731153 0.01019787896405918 0.0090569245769043984 -0.080182582734351693 0.0177228432846709 -0.023788339177887707 -0.0012222153120003947 0.070374599555905762 0.0094894719190382771 -0.047602969086905852 0.051997608381234565 -0.048157793422954259 -0.0016034662990717298 0.029064917803299246
leaf_weight=1.2441614132403631 59.875131418327328 0.71670159185305138 0.81160957673273515 0.56573143582863739 1.8390855756879325 0.8927892511710519 1.0448294581728981 1.1807833683269562 1.0352058706921523 1.7453352173033634 3.0921356293401914 1.3508766960367307 2.4470085379289364 1.9136748664677727 1.0669383553249647 1.1559883374575424 1.6997549378283383 2.4080607593387109 0.94288487618179218 1.7806671452162843 0.7433190217707456 1.7684794345186672 17.339433021508739 36.971619331710826 0.60454863135237236 1.2939437539607741 4.7833195331495544 82.284260990436451 1.0529041479676378 0.8995357982967106 2.2248001765692673 0.80068564476096682 0.39735881949309249 18.891181641796713 1.1841790419712195
leaf_count=121 29533 68 104 67 296 65 88 155 153 270 395 199 389 264 178 176 303 360 192 340 130 230 3756 5522 136 229 1265 24737 158 117 275 106 59 4457 265
internal_value=0 0.00235742 0.00961351 -0.0413667 0.00103577 0.0119965 0.0141388 -0.0163029 0.0551756 0.0107666 0.0142392 -0.019632 0.0428114 0.00777282 -0.000885325 0.00906139 0.0194149 0.0211432 -0.0248181 0.0347992 -0.0330297 0.00972992 0.000805171 -0.000271439 -0.0220122 -0.0107876 0.000279321 0.00196452 0.0224321 0.0423234 -0.00682671 -0.00337398 -0.023809 0.000575993 0.00966283
internal_weight=0 200.174 30.8427 1.37734 169.331 29.4653 27.3918 2.07357 2.08004 25.3117 22.7167 2.59504 4.19234 18.5243 11.2435 8.58649 6.57666 7.28086 2.00982 4.8728 2.65699 5.42067 168.614 151.275 3.73758 3.13303 147.537 119.256 3.65219 1.95244 28.2815 23.4982 3.80634 19.6919 1.58154
internal_count=75158 45625 4454 171 41171 4283 4063 220 241 3822 3502 320 659 2843 1748 1354 984 1095 370 735 394 808 41103 37347 661 525 36686 30259 578 275 6427 5162 599 4563 324
shrinkage=0.1


Tree=90
num_leaves=36
num_cat=0
split_feature=3 9 4 2 3 14 9 14 3 5 5 4 5 9 5 2 2 2 5 5 8 5 9 4 5 3 4 14 14 2 14 14 8 3 0
split_gain=0.372028 0.229242 0.274626 0.34937 0.336978 0.24966 0.233733 0.229527 0.226845 0.254746 0.308002 0.331255 0.237665 0.214874 0.268994 0.206931 0.198576 0.214189 0.188035 0.213134 0.262085 0.26821 0.217642 0.206207 0.183912 0.1985 0.183822 0.175385 0.259022 0.256125 0.276001 0.489822 0.199992 0.164381 0.163659
threshold=-0.042588242329657071 -0.42449237182921723 -0.010641478002071379 4.3078741782665028e-06 -0.92873594909906376 -0.0056490107797001815 -0.53355871336626615 -1.0916804174266899 -0.98227028230394342 -0.098661019659755808 -0.026960453732614579 -0.027742934878915545 0.29186714072294234 -0.42447059611136456 0.28912886105952978 0.029819003306329254 0.00015313491894630718 0.00026504177367314702 -0.11104996965083715 1.0000000180025095e-35 0.12330117439526067 -0.00081876077156355076 -0.52999864799593366 0.033310692757368095 -0.0041176500933743461 0.041066684119869031 0.0025265999138355259 -0.74566412228310763 -0.49621990865401971 6.9135967351030572e-05 -0.24962569395190573 -0.20096925885988617 -0.1107940892426099 -0.98500787093507813 0.0058885337784886369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 7 -6 9 -3 11 -11 -12 18 -15 27 -5 -18 -2 20 21 24 -22 -23 -20 -26 -13 -9 34 -30 32 -32 -31 -7 -29
right_child=13 8 3 4 6 33 -8 15 -10 10 12 26 -14 14 -16 -17 17 -19 19 -21 22 23 -24 -25 25 -27 -28 28 29 30 31 -33 -34 -35 -36
leaf_value=-0.018179221880098028 -0.037822226903893925 0.055560143734546923 0.041903787301543517 0.0061657472687461435 0.052273384093524757 -0.017352814874088154 -0.051274472551269261 -0.02360763353916898 0.0036451237794983093 0.043796420666379635 0.021043849595163533 -0.065198215346996893 -0.018007834933016751 -0.0084159996768960986 0.011063763443157295 0.032885162387752645 -0.074364194452456608 -0.011867564803227235 0.00088973185254506758 -0.011107612878824363 0.008689536632890963 0.027631254450736244 0.045722148149074042 -0.041158402096148149 -0.070909693361597012 -0.010908553707270853 -0.010648303120466883 0.0091439950510679522 0.031376216014459155 -0.071492112668318994 0.063212502811670596 -0.017291811664898387 0.007596490393851978 -0.074181509444703059 0.050230278183768788
leaf_weight=9.020505099440923 1.0910098922322493 1.4461806421422831 2.0197495529428151 4.0476875642780215 1.1322776845190734 0.94948549591936204 0.67430223402334277 2.3802969820099031 80.861808899966491 0.72257005524443263 16.320559369471088 1.0426619360005163 1.7229413237801043 76.297489274476902 7.8149315260507128 2.4037165099289259 0.74574699462391469 2.07210088649299 10.012852835119705 6.895891500345896 3.3474961690080818 4.8502871624368735 3.0175756552198427 0.47878592240158457 0.78574836603365961 1.8484304280718786 1.5158233773981917 2.2200119579210962 1.6063463701866414 1.1449996181763706 0.94406837597490056 3.7896497173933161 0.44360226485879017 1.0971601230558023 1.7211250558029858
leaf_count=1096 287 419 127 347 118 92 181 329 20429 77 2708 106 261 35062 2946 382 72 255 2067 2233 1064 1077 841 87 188 578 187 205 118 154 91 520 70 145 239
internal_value=0 0.00368206 -0.00291641 0.00176774 -0.00119379 -0.0171626 0.0065155 0.00870642 0.00612788 0.0149445 0.01219 -0.0159932 0.0173149 -0.00394295 -0.00660612 0.00574435 -0.00802423 -0.0284074 0.0029862 0.00441151 0.0088081 0.00263357 0.0262461 0.0214509 -0.00529548 -0.0288063 -0.0328791 0.00116621 0.00613421 -0.00428074 -0.0133403 -0.00123644 -0.0494074 -0.0478174 0.0270867
internal_weight=0 142.045 38.4128 29.3923 27.3726 8.91218 18.4604 17.7861 103.633 22.7707 21.3246 3.28106 18.0435 116.44 84.1124 16.6538 6.86554 2.81785 32.3281 31.2371 24.3412 17.9761 6.36507 5.32907 12.647 2.63418 2.55849 14.2501 11.8698 7.92867 6.32232 4.73372 1.5886 2.04665 3.94114
internal_count=75158 28728 4541 3445 3318 911 2407 2226 24187 3758 3339 370 2969 46430 38008 2108 674 327 8422 8135 5902 3997 1905 1164 2833 766 293 1726 1397 953 835 611 224 237 444
shrinkage=0.1


Tree=91
num_leaves=36
num_cat=0
split_feature=1 0 9 9 6 9 10 11 1 0 10 0 7 6 1 6 0 6 1 1 6 8 7 11 0 11 7 7 6 11 6 11 11 0 1
split_gain=0.353649 0.300108 0.210419 0.303897 0.242278 0.248279 0.217224 0.181869 0.171305 0.16302 0.213438 0.159447 0.14095 0.132893 0.130997 0.12699 0.237403 0.195637 0.177287 0.320301 0.165209 0.155399 0.230475 0.182559 0.219228 0.166399 0.177499 0.154098 0.200362 0.197828 0.270133 0.1618 0.143941 0.22824 0.143747
threshold=0.023799544200301174 0.02420740015804768 -0.42449237182921723 -0.52852683969293024 -0.74918596932558856 0.16961996476878613 -0.44911509433227553 -0.002760223574778477 0.010144724976271393 0.00016193730698432776 -0.14246275237305908 0.00047231868666131055 0.46928974901055182 -1.0278476805502941 0.85634541511535656 0.13111380513015444 7.7260963735170676e-05 0.077583520966543362 0.00013145748380338776 0.00025211978936567908 0.1825498194011331 -0.076675441649195417 -0.016910760859607125 0.0008007873559960592 0.0012343146372586491 -0.004612117107595892 -0.094186411944034293 -0.25481512161080594 -0.49083988407977774 -0.010640309951476317 -0.55732428271765533 -0.01631105161144383 0.001156880613922008 0.00077904440695419918 0.00079159685992635797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 6 -4 9 15 13 -11 -12 -9 -8 -3 16 -1 27 -17 -20 -21 23 -23 25 -25 26 -22 28 -18 31 32 -29 33 -31 -32
right_child=1 14 4 -5 -6 -7 7 12 -10 10 11 -13 -14 -15 -16 18 17 -19 19 20 21 22 -24 24 -26 -27 -28 29 -30 30 34 -33 -34 -35 -36
leaf_value=-0.031938218822016376 -0.022487894293292725 -0.0018232571589426199 0.083186965531027821 -0.059865805600043502 0.003957933782405082 -0.050820914685138698 0.074118509318138973 0.037085311431876787 0.014380564528612888 -0.051488524752027622 -0.055415141180576714 0.012012839933324105 -0.016934663464425067 0.013437072239751447 -0.022651906386058827 0.015471007619964911 0.018474007641189508 0.052595885613022954 -0.086245694223618705 -0.061370440282737554 -0.044959111911876751 0.058528877359184585 -0.015577639925610044 1.2042438033688105e-05 -0.060133759843180437 0.030848331352809639 0.011156715265693947 0.0017679613726866387 -0.051474835885289928 -0.090801229518621976 0.032766818207054793 0.054586439586609393 -0.0047293763411585662 -0.0080513676228539718 0.00072814719498683707
leaf_weight=1.9619034652132601 7.978369345462851 107.70590793984502 0.53048634040169318 0.92222888657124613 91.264577407217985 0.50690107081754909 0.60215699058608152 4.980939992463389 5.5271284897462456 0.68759718420915028 0.37571842334000649 5.2669235690609639 0.53487664333078999 0.90078671124137855 3.1066244079465823 1.7741037122905243 0.65313398791477073 0.81983104278333563 0.65878299856558342 0.67057464265962874 1.1375679059419761 0.74909601313993335 0.95431683768402098 0.97747411904856596 1.5947202943498267 1.0624218212906269 1.1172932020854203 1.0072384643717671 1.0977861592546094 0.67129918211139494 2.0927836992777893 1.3672299967147381 1.5247274758294223 0.66203435289207846 4.2327894880436361
leaf_count=163 2830 43907 40 234 20089 145 54 995 907 130 60 867 62 110 1973 143 73 88 57 78 118 79 129 87 189 109 131 113 139 62 160 116 166 69 486
internal_value=0 -0.00375587 0.00367607 -0.00326363 0.00585921 0.0179205 0.0204311 0.0179372 -0.00164824 0.00814251 0.0011132 0.00752311 0.0318469 0.0377492 -0.00240719 -0.00495555 0.000658174 0.00518444 -0.0134004 -0.0191412 -0.0137915 -0.00958947 0.0170116 -0.0172833 -0.0372774 -0.00178 -0.0171535 0.00226391 -0.0253823 0.006452 -0.000200371 0.0321811 -0.0257154 -0.0497138 0.011328
internal_weight=0 118.791 138.887 33.2365 105.651 14.3864 13.8795 13.349 32.3142 7.83318 6.33024 5.64264 5.51582 1.50294 110.813 26.7871 16.0908 14.1289 10.6964 8.92225 8.26346 7.59289 1.70341 5.88948 2.57219 3.31728 2.25486 13.309 1.75092 11.5581 9.18363 2.37447 2.85806 1.33333 6.32557
internal_count=75158 48710 26448 3896 22552 2463 2318 2278 3662 1221 1057 927 1057 164 45880 2755 1635 1472 1120 977 920 842 208 634 276 358 249 1384 212 1172 943 229 297 131 646
shrinkage=0.1


Tree=92
num_leaves=36
num_cat=0
split_feature=3 9 3 9 14 3 2 9 8 2 14 3 14 6 11 8 11 11 9 6 5 5 8 9 2 6 3 5 5 5 2 8 9 5 11
split_gain=0.451367 0.211949 0.309273 0.296277 0.309151 0.220147 0.209971 0.197749 0.222173 0.200508 0.255106 0.20083 0.199161 0.26184 0.277178 0.188362 0.184848 0.1874 0.200879 0.182803 0.186169 0.203127 0.286703 0.250188 0.349995 0.227142 0.265292 0.195562 0.409166 0.263207 0.242135 0.195006 0.191702 0.20275 0.190102
threshold=-0.38534242194145912 0.07033595950073411 0.79068586614266689 0.070334891574211425 0.014414387855610803 -0.10427655000239609 0.075937394052743926 -0.44893832072519474 -0.5975204254417269 2.3524614789494085e-06 -0.46671633457855427 -0.73865130633748766 -0.79027713307207115 0.58046172419127473 0.0009762196344540086 -0.18516997753825312 0.0043967953270793595 0.0040452454559335481 0.13605501602018569 -1.5623133730693419 0.26558572995494795 -0.10958662241655349 0.0045911677745239868 -0.25503954222360936 0.028137317858636383 -0.74151987401636343 -0.12924623908475039 -0.075871446397242207 -0.062000599356267512 -0.076986359521910491 0.033654451370239265 -0.029511666647710232 -0.068800163969414116 -0.094021561740462348 -0.040600129644447543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 16 19 -5 -6 7 8 -1 -10 12 -12 13 -11 -15 -7 17 -3 -19 -2 21 23 25 24 -21 26 -23 29 30 -24 -29 -27 -33 -34 -26
right_child=1 2 -4 4 5 15 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 27 -25 34 31 -28 28 -30 -31 -32 32 33 -35 -36
leaf_value=-0.054467292291842766 0.06872170134262405 -0.0030869416993207365 -0.032447608570307075 -0.004833268798873358 -0.013885685192724456 0.088755852464640461 -0.03724970468224334 0.0091263570284149508 0.039486956488093437 0.0094922514731826009 -0.017867318802304737 0.009820894272085318 0.024730190554691101 0.019005478235352369 -0.07476892790903468 0.033235831354676476 -0.019526587250020013 -0.006804973764335487 0.11599879904348789 -0.083200440371333062 -0.015865475333097203 0.059263574096748699 0.0061576059318330378 -0.0027392184245840674 0.046222094978103805 -0.0045845578188384506 0.0036676913826819962 -0.085717798006285484 0.006425314562300906 0.032825910828433537 -0.01641724391063756 -0.016161038543729789 -0.15095924504217315 -0.039461718159202117 -0.024362600447024572
leaf_weight=0.76057038991712289 0.36093230190453951 22.773540066578796 5.231767258814215 2.590813764720223 0.58273234649095718 0.97917007678188439 1.1308372141065763 63.446431356732319 1.2468993198126579 4.1997648417018354 10.074743327917535 3.5401245763059608 4.9245868489379117 0.49336098157800712 0.87286821671295911 1.6255213720723982 7.7679673114143943 0.25689970128223549 0.27663982652302366 0.99580026368494046 9.6780278706155496 0.98364601650973771 12.453070766907333 9.6890986922389839 0.42345947591820721 34.674743678970117 6.7354498295244403 0.55829230629023641 25.040184291472556 5.2658393894307585 5.2016017757487134 7.3343337056430755 0.20847289258381352 0.74920430088604728 3.8565392448581406
leaf_count=103 169 12076 4578 630 159 110 422 13775 86 409 1063 371 474 66 113 505 4375 192 74 267 4260 159 3125 4071 120 6812 1280 147 8635 1260 1750 1805 21 287 1400
internal_value=0 -0.0031989 -0.00995403 -0.00131211 0.0208228 0.0416766 0.0055711 0.00611179 -0.0012127 0.00038494 -0.00163768 -0.0106679 0.0100818 -0.00287849 -0.0409059 0.0541072 -0.00616703 -0.00171445 0.0568687 -0.00234184 -0.00254894 -0.00142011 0.000218133 -0.0122803 -0.0298027 -0.00504158 0.0107523 0.00571274 0.000897384 0.0140831 -0.0231344 -0.00787899 -0.0216553 -0.0637332 -0.017379
internal_weight=0 166.294 36.3068 129.987 5.77824 3.18742 90.6902 89.5593 26.1129 25.3523 24.1054 13.6149 10.4906 5.56599 1.36623 2.60469 31.075 23.3071 0.53354 124.209 123.848 114.17 99.2048 14.9649 5.2758 50.6859 7.7191 48.519 30.8001 17.7189 5.75989 42.9668 8.29201 0.957677 4.28
internal_count=75149 58267 21295 36972 1404 774 16882 16460 2685 2582 2496 1434 1062 588 179 615 16717 12342 266 35568 35399 31139 25281 5858 1787 10364 1439 14917 10532 4385 1897 8925 2113 308 1520
shrinkage=0.1


Tree=93
num_leaves=36
num_cat=0
split_feature=3 4 9 9 9 9 1 4 7 4 8 4 0 0 4 4 1 1 7 3 8 4 9 0 3 13 4 3 0 4 4 9 9 8 13
split_gain=0.401394 0.203569 0.209986 0.271113 0.169079 0.155233 0.1525 0.161451 0.166879 0.155699 0.220172 0.174653 0.148083 0.146931 0.140954 0.216607 0.13816 0.135966 0.131306 0.131154 0.177276 0.172912 0.141931 0.139813 0.24267 0.13313 0.132455 0.130961 0.130473 0.13045 0.129183 0.295807 0.17048 0.128668 0.239837
threshold=-0.033396624028682702 0.55546936579048645 -0.53355871336626615 -0.53378237695904607 -0.42449237182921723 -0.53355871336626615 0.00096871412824839364 0.033310692757368095 0.097160105425704371 0.00021381134865805509 0.011709463732376512 -0.0002536016254452988 0.22136990725994113 0.44462241232395178 0.013329402514500545 9.3190337793203088e-06 0.57421419024467479 0.044732745736837394 0.1072844402157693 -0.98227028230394342 -0.37074433618333924 0.29535348340868955 -0.20201471061616383 0.057003954425454147 -0.46530303551116953 -0.0049501596353140756 0.092705408111214652 -0.99636400195595332 0.11409285292029382 -0.081680402639904046 0.31606793031096464 -0.19329089027464405 0.043415384989108657 -0.051975199064454622 0.004586154359343929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 5 12 -5 8 9 10 11 -8 29 14 15 -2 -15 -10 -3 21 22 -6 26 -24 -25 28 -21 -23 -22 -1 -4 -32 -33 -31 -35
right_child=1 18 30 6 19 -7 7 -9 17 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 20 25 27 23 24 -26 -27 -28 -29 -30 33 31 32 -34 34 -36
leaf_value=-0.035801170870237001 0.0075238898797809622 0.063471021629474753 -0.0061196342965406875 -0.024876231065739478 0.014001937921618217 -0.041019118191149936 0.0085689469599869415 -0.034105125946505103 0.047447610931526565 0.056275311595259885 0.043790202568062875 -0.079423658386683652 0.039135455916987381 0.071100585256176352 0.038195258786096205 -0.033711874436283276 -0.0013588722631423106 0.13389741825055101 -0.0073239729114616577 -0.019569365809906612 0.007368593796673097 -0.09420378625054561 0.032455801052511425 0.036574609350342763 -0.10159382772897418 -0.00021873846964275058 0.047865209937735874 -0.0071527067506664283 0.044303969644812688 -0.003798309769274004 -0.12094863569479655 0.028956141226772238 -0.041998175628739726 0.020261356391045159 -0.043392951327671007
leaf_weight=1.1236852321308095 2.1908442342828494 0.71641741580242413 95.435307621396532 0.5266811406472679 21.327700903902045 1.0093613040517073 0.62184569600503892 0.33835718140471716 0.49553169996943314 1.1787473564036188 0.97787749109556898 0.35397437145002253 0.88525230472441663 0.44855267865932524 0.51876355288550247 3.0435289823217317 0.63661417098774109 0.28747243236284703 0.41302779229590669 1.4093907572532769 19.284247465369848 0.24235979498189408 4.7419079061437506 0.29903068400017219 0.22110553292441171 57.61120598216803 0.36715355660999183 0.60231449183629493 1.0063000174268371 30.028476421575757 0.31717935905908223 0.55760081797779892 0.86225793479388813 4.9629067745409001 0.6720740484597626
leaf_count=165 732 137 41073 56 3516 270 129 70 96 251 235 70 166 194 162 933 251 81 62 333 4288 74 842 95 59 15634 57 174 402 3337 67 124 274 630 110
internal_value=0 -0.00465388 -0.00509236 0.00761308 0.00334913 -0.00231771 0.0258828 0.0321675 0.0378945 0.0275729 0.0102555 -0.02335 -0.00128078 -0.00515885 -0.011525 -0.0164527 0.0285922 0.0791868 0.0375819 0.00539561 0.00360781 0.0122445 0.0188062 0.0270572 -0.0221596 0.0022346 -0.00563284 -0.03213 0.00920039 -0.00225336 -0.00661154 -0.0336376 -0.0141333 -0.00119634 0.0126694
internal_weight=0 109.921 108.791 11.6188 145.794 38.6818 4.78049 4.25381 3.91545 3.13244 1.9537 0.97582 37.6724 6.8383 5.75314 5.23437 1.08517 0.783004 1.12945 107.113 84.9403 22.1724 7.03859 5.26204 0.520136 77.9018 1.77654 0.844674 20.2905 36.7871 97.1723 1.73704 1.41986 35.6635 5.63498
internal_count=75149 44997 44798 3260 30152 4678 988 932 862 685 434 199 4408 2272 1827 1665 445 177 199 25474 21710 3764 1386 996 154 20324 390 248 4690 4242 41538 465 398 4077 740
shrinkage=0.1


Tree=94
num_leaves=36
num_cat=0
split_feature=2 8 9 9 9 9 12 1 10 8 9 2 0 12 10 8 11 9 10 0 10 10 8 2 1 2 9 11 2 0 11 12 2 2 2
split_gain=0.318126 0.215559 0.192345 0.186266 0.349904 0.387721 0.336313 0.335352 0.31256 0.290237 0.303 0.228619 0.220436 0.190505 0.189591 0.214406 0.187283 0.232158 0.184517 0.191059 0.274911 0.203658 0.272485 0.250409 0.183794 0.178114 0.174518 0.17442 0.172338 0.163331 0.161791 0.43997 0.164509 0.171006 0.250075
threshold=0.012993987184017898 -0.71123693861987058 -0.52510170554882929 -0.42447059611136456 -0.20549636115985401 -0.1942085329469812 0.0068678248630182582 7.0378995587816475e-05 0.48892610130897635 -0.0031076091200064274 -0.19426910690630034 0.016832524910569194 0.0029108691960573201 -0.0044110628755930342 -0.039088435857005228 -0.043554829254929595 -0.0064532543857497389 0.12684217389482449 0.68616721963547589 0.23545944690704348 -0.089111381016265798 -0.093511454463786628 0.12330117439526067 0.88161453604698192 0.0016105895629152658 4.3078741782665028e-06 -0.19426910690630034 0.018979646360901822 0.56337609887123119 0.19481510668992999 -0.0067345938269195915 -0.011124312126137745 0.019099340774118904 0.083266358822584166 0.23224369436502459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 18 13 9 7 -7 12 26 -11 16 -8 -5 -13 27 -9 -18 19 21 28 23 -23 -3 -14 -1 -6 -16 -21 -25 31 -17 -32 -34 -35
right_child=1 3 -4 4 5 6 8 11 -10 10 -12 14 24 -15 15 30 17 -19 -20 20 -22 22 -24 29 -26 -27 -28 -29 -30 -31 32 -33 33 34 -36
leaf_value=0.023172788528218195 -0.089280544629554273 -0.024829851627012275 0.0065279691512646473 -0.030184691625573419 -0.035747321275633535 0.058719283475490373 -0.095325415140770697 -0.075814717623085462 0.079338486833804622 0.0027627303702897816 0.045507684761932822 -0.0066776851297119634 0.04507871121772767 -0.010001156437149035 0.018197517351007209 0.073713497541776238 0.0091041126767057827 -0.075022906070784434 -0.025468080779423915 0.030515023019329953 0.068999576815649485 0.00035724672705031392 0.02717713046193676 0.045873364120782828 -0.028385616475929798 -0.0045613476583590083 0.0057743764853652492 0.10061526140508351 -0.0065869142193179971 -0.055367116487036419 -0.085822100181588978 -0.045885857489939674 0.014915979390154552 -0.027642619596790558 0.034620873414772074
leaf_weight=2.5027764476835719 0.29037226097716384 4.9400139342760658 80.787030554635749 7.0829941303491095 1.213039573834976 0.86885077659098797 0.47036528437456482 0.74636132490559282 0.27582525905017963 2.8567315660911845 3.9531424094457162 37.040882022398357 0.35911286194459524 13.763520769538443 5.2573090934456586 0.36913618641483514 1.1379614070247033 0.46088324884476595 2.1900695059448472 2.4119645095634041 0.9867396196059407 21.081836809054955 4.6179671831196165 0.9027150244801303 6.5875739075872843 30.966636837634724 6.1155948314117268 0.26996089642489085 2.6031373723089928 0.19351350038778037 0.20073795053759091 1.8446581462012552 6.7185438465021416 2.6315186313950112 0.85453535574470141
leaf_count=180 70 1518 18232 2795 379 115 106 223 75 1028 887 19991 100 5656 1630 137 485 236 565 723 385 3887 1113 387 3715 3529 1160 71 968 39 81 587 2218 996 882
internal_value=0 -0.00320926 0.00388706 -0.00303202 -0.00531632 -0.00231726 -0.00553243 -0.00294349 -0.0251867 0.0127129 0.0275762 -0.00387471 -0.0290738 -0.0168589 -0.00257523 0.0057988 -0.0344541 -0.0151464 0.00275079 0.00438843 0.0207502 0.00129414 0.00517648 -0.0152352 -0.0245878 -0.00248744 -0.00109832 0.0222229 0.0112569 0.0280017 -0.00139509 -0.0259434 0.00382771 0.00559124 -0.01238
internal_weight=0 141.298 114.256 141.007 101.079 80.2327 66.0942 58.4013 7.69288 14.1385 6.80987 57.5325 7.41705 20.8465 55.1873 18.1464 2.34521 1.59884 39.928 37.7379 6.00184 31.736 25.6998 6.03624 6.94669 33.4694 7.32863 5.52727 5.0151 1.09623 12.6191 2.21379 10.4053 10.2046 3.48605
internal_count=75149 53208 21941 53138 43553 35102 31648 27652 3996 3454 1915 27537 3921 8451 26593 6602 944 721 9585 9020 2076 6944 5000 1944 3815 3709 1539 1701 1691 426 4901 724 4177 4096 1878
shrinkage=0.1


Tree=95
num_leaves=36
num_cat=0
split_feature=1 2 9 0 2 7 0 9 0 7 2 8 7 8 8 7 11 2 1 12 1 12 11 12 9 9 9 9 7 8 9 9 0 2 9
split_gain=0.291561 0.176058 0.175472 0.170555 0.161764 0.182936 0.139147 0.179467 0.144493 0.15819 0.138304 0.127939 0.166167 0.229343 0.226943 0.165268 0.163508 0.14363 0.1797 0.141331 0.12975 0.128275 0.160761 0.190457 0.174585 0.183822 0.140937 0.140553 0.120425 0.117171 0.113417 0.106836 0.105033 0.104634 0.104467
threshold=0.057125331833958633 0.0028512938879430298 -0.51250310001937327 0.039415633305907256 0.74812540411949169 0.52447144504427101 0.22570700198411944 -0.52852683969293024 0.21504680067300799 0.03080865073987556 0.97996041178703319 0.18567067955103525 0.26118585034760228 -0.0045509031301176469 -0.014605309870419284 0.023153008928190017 0.012238365471128674 0.06360128149390222 0.43294303119182592 0.012160410320889865 0.062650162726640715 -0.0009432449783322481 0.013685102765911389 -0.00082643406462267301 0.2399279939446865 0.30455446430301264 0.12660901663534688 -0.44042834262485592 0.30897080658807002 0.19684261620265511 0.44484836910635656 -0.27973308724929075 0.063538026064634337 0.054299863055348403 -0.30398310229672548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 7 8 9 -3 11 12 17 14 19 -13 -17 18 20 -14 -5 -19 23 -23 26 -26 27 -25 31 -12 -22 -4 -28 -20 -31
right_child=1 2 3 10 -6 -7 -8 -9 -10 -11 29 15 13 -15 -16 16 -18 21 33 -21 30 22 -24 24 25 -27 32 -29 -30 34 -32 -33 -34 -35 -36
leaf_value=0.0023330137179222174 0.012287791823250613 -0.018185539817332709 0.02538661341332505 -0.039720741662613274 -0.079678009956052495 -0.11195663753889161 0.01501713232570976 0.030083692574678668 -0.075058374142436046 0.0092963057903926241 -0.038224628511732694 -0.028351371875115324 -0.01805227055455548 0.0019565900050274388 -0.10702418444476797 0.018215850740402963 -0.02586346154417099 -0.0041760260013787289 -0.026019187797890749 -0.076487460496024437 -0.0034561343745692142 0.093487971307230619 0.041113557300804758 -0.091134264591199304 0.11896576544405515 0.011788039279485511 -0.094244583734315768 0.0086095096782273055 0.065331159090656135 -0.040839081589790348 0.054107991684732903 -0.02582498651270973 -0.01568682840357034 -0.08651238367307193 0.010466378228652748
leaf_weight=170.57535128360905 5.5890882989951924 5.0025456075672974 0.46664621701347675 0.97344746688031492 0.51870480908473826 0.20696292226784851 6.1448545196908517 1.3423006151570014 0.320538983447478 3.6031552922795527 2.5110182681110009 5.0686924613401043 3.2183326465092255 3.4422397381931651 0.37693456091801625 2.0336737272009491 1.4355611977298393 10.10963383041962 1.205595923194777 0.47497892518003926 11.483490462320329 0.24731070022971025 1.5491777541028557 0.14374339359345611 0.26484651430655581 0.40432546693773475 0.19068855991645328 8.2288058470512819 0.17611665891308792 0.57093071734561807 0.3527883620081419 3.2064778337226012 1.5835967481980331 0.37482672989426635 1.3018129631527697
leaf_count=37461 1494 1298 160 380 435 61 2063 482 73 1057 1942 2624 1340 1872 107 1392 787 4927 654 118 4582 95 733 31 94 311 71 4093 81 290 148 1379 1206 163 1145
internal_value=0 -0.00486082 -0.00608124 -0.00851094 -0.0270945 -0.0203702 0.00311467 -0.00400794 -0.00913454 -0.00667906 -0.00703355 -0.00562579 -0.00348 -0.0170429 -0.0331108 -0.0168411 -2.40637e-05 -0.000734529 -0.0085518 -0.0255673 -0.00462663 0.00421623 0.0109431 0.00671837 0.00473436 0.0542071 0.00147169 0.00689707 -0.0154458 -0.0241057 -0.0017404 -0.0193189 -0.0241297 -0.0403663 -0.00517477
internal_weight=0 84.1238 78.5348 62.1214 4.57491 4.0562 16.4134 10.2685 8.92624 8.6057 57.5465 53.1627 44.6248 7.51249 4.07025 8.53793 3.46923 37.1123 14.3901 3.69331 12.8097 22.7221 12.6125 11.0633 10.816 0.669172 10.1468 8.37255 3.84924 4.38376 11.8363 3.67312 1.77429 1.58042 1.87274
internal_count=75149 37688 36194 31221 2116 1681 4973 2910 2428 2355 29105 25728 20925 3437 1565 4803 2179 17488 5927 1458 5110 11561 6634 5901 5806 405 5401 4124 1620 3377 4730 1539 1277 817 1435
shrinkage=0.1


Tree=96
num_leaves=36
num_cat=0
split_feature=3 1 6 11 14 14 11 11 2 8 3 11 11 6 13 1 3 8 8 6 14 6 13 13 1 2 6 1 6 6 3 6 11 8 6
split_gain=0.371709 0.179985 0.196232 0.362875 0.214656 0.210386 0.185665 0.21643 0.179866 0.27336 0.205906 0.173036 0.167675 0.16626 0.146736 0.146469 0.146448 0.146091 0.230855 0.144363 0.151895 0.16745 0.140467 0.185568 0.139186 0.134836 0.227415 0.208867 0.203278 0.165129 0.241108 0.206617 0.20126 0.199701 0.191205
threshold=-0.38534242194145912 0.0083703729324042814 -0.013717663506778664 -0.018354688194700201 1.0289766250843462 -0.83830225598296904 0.0010660367984936033 -8.0423948382104483e-05 0.026011299341917041 -0.031051851113373073 -0.03894377872347831 -0.00052834593008279653 0.040692558055056567 -0.071799814258195579 -0.003516213860270062 0.002471358398906887 -0.06970649771392344 -0.20868235723693138 0.017712448087328928 -1.5623133730693419 1.0955309630343979 0.67058361622106488 -0.00055016786966294599 0.00064493124276779963 0.0010613020858727398 0.12973225861787799 -0.88285199610246834 0.00079159685992635797 -0.62381851658173926 -0.59365579571422089 -0.028623651713132855 -0.62381851658173926 0.013073395139997236 0.12579461566465291 -0.35804415119242816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -4 5 11 7 22 9 15 -11 16 19 25 -12 -7 -2 24 -19 -1 -21 -22 -5 -24 -8 26 27 -10 -27 31 32 -28 -31 34 -32
right_child=1 -3 3 6 -6 8 17 -9 13 10 14 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 28 29 -29 -30 30 33 -33 -34 -35 -36
leaf_value=-0.037486751896669383 -0.042300716946464048 -0.0048182141452227682 0.036410774944129941 -0.0011195063440382611 -0.055034670249915055 0.019654971574129904 0.053743162724315299 -0.07808079454013378 -0.073763015791798545 -0.0028772972962621398 -0.098721405221347494 -0.076105190120026797 -0.056143531467339594 0.063910353616848867 -0.028902878546924912 -0.0080430664592163244 0.033755981767269461 -0.019268543338546128 0.031191853164773482 0.0054136145983424153 0.017636453841807492 0.094330106013830489 -0.074998953668221346 -0.019447476656348134 -0.015403396885532626 0.04693744468698649 0.030187585214343501 0.0067688827552958826 -0.055066849503628883 0.021942558675659043 0.0073894302881954872 0.10058111356940116 0.087021959922633466 0.059909914675255277 -0.038852405718398451
leaf_weight=0.77185431215912004 0.50769295578356821 116.99796051928206 1.7392466607379891 3.0210382621480663 0.54744688104255956 6.9207232846201787 0.86641990541829705 0.64135732076829199 0.47533540849690392 3.3999278273549862 0.40088158458820533 0.50349658192135649 0.44236060581169923 0.74049347835534263 1.208390349172993 2.6365030771921738 0.50498830998549227 3.7594130640791263 1.1947876153608374 87.6258920056016 1.0787821327903646 0.38674815581180144 0.7372509547130911 3.2616034496822977 0.4384100138413487 0.28800848037644755 4.112218694324838 0.99874790236935951 0.60737304951908377 2.2914681563997878 2.4828341680986346 0.46401527579291713 0.59951824729796488 0.46763496342464339 1.3974939307881848
leaf_count=129 59 49349 311 640 64 1020 115 168 56 582 74 74 63 126 256 538 76 848 381 16435 189 74 170 834 81 109 580 143 189 371 391 95 63 84 316
internal_value=0 -0.00271509 0.00249644 -0.00665506 0.00703794 0.00813385 -0.0120359 -0.0224745 0.0100015 0.00209639 -0.0168259 -0.0281947 0.00527221 0.0177166 -0.0462952 0.0120141 -0.00437393 0.000741388 -0.00709918 0.00557454 0.00594761 0.0378756 -0.0173942 -0.0296893 0.0305106 0.0153052 0.0178359 -0.0191996 -0.0222561 0.0224565 0.013057 0.0373253 0.0354384 -0.0018246 -0.00926449
internal_weight=0 164.213 47.2147 15.6595 31.5552 31.0077 13.9203 7.66125 29.4916 14.5664 5.0092 1.51618 90.3056 14.9251 1.60927 9.55723 1.01268 6.25903 4.9542 89.8633 89.0914 1.46553 7.01989 3.99885 1.30483 14.1846 13.2893 1.47408 0.895382 11.8152 7.23895 4.57623 2.89099 4.34796 3.88033
internal_count=75053 58163 8814 3548 5266 5202 3237 1812 4993 2470 912 209 16890 2523 330 1558 135 1425 1229 16827 16698 263 1644 1004 196 2397 2099 199 298 1900 1225 675 434 791 707
shrinkage=0.1


Tree=97
num_leaves=36
num_cat=0
split_feature=1 9 2 0 8 15 8 8 8 10 2 9 1 8 13 13 8 10 9 10 0 8 2 13 8 1 9 15 13 0 13 0 10 10 8
split_gain=0.27242 0.249417 0.26493 0.24992 0.210349 0.204759 0.18927 0.227065 0.195265 0.166172 0.161225 0.28179 0.18144 0.161509 0.162984 0.160466 0.306657 0.19366 0.161161 0.212642 0.198534 0.181055 0.166818 0.158298 0.153792 0.153491 0.165141 0.405025 0.140097 0.14006 0.134401 0.133375 0.189038 0.190727 0.196868
threshold=0.0055050777737051257 -0.53355871336626615 0.0014218182768672707 0.015861982479691509 -0.38609739543079941 -0.76305048800136088 -0.14134372388875879 -0.087998625483410878 -0.0160141091435709 -0.19555055395472135 0.0079782549291849154 -0.53378237695904607 0.32575681805610662 0.16532108238291657 -0.0041894061622600861 -0.0023755534817272053 0.11606056695918328 0.34575163637657574 0.12684217389482449 0.18261938363929436 0.044528897851705558 0.073203563393735752 0.06360128149390222 0.0075678066100654997 -0.28375164330582964 0.049504343420267112 -0.52651688960518139 0.33239642965762695 -0.00064261362281691924 0.014496675692498686 -4.4038153093776894e-05 0.040216147899627692 0.68336621466343694 -0.16027569215642432 -0.05012456645778985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 23 4 -4 6 -1 -8 -9 -6 -2 13 30 14 -12 16 18 -18 20 22 21 -7 -20 -3 28 26 27 -5 -17 -30 -13 32 33 34 -27
right_child=1 2 3 25 9 15 7 8 -10 -11 11 12 -14 -15 -16 24 17 -19 19 -21 -22 -23 -24 -25 -26 31 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.031102943877390966 -0.0033812866948312553 0.012371443691061303 0.059357529011972825 0.034640767830549077 -0.0057064943466133217 0.010055935291658194 0.035827422471794969 -0.041433903278414473 0.028130302324907038 -0.029921782418627016 0.027768924704244038 0.043428634533667805 0.094229959133623975 0.019076845961045735 -0.022340311606298732 -0.0082597304761954076 0.014983689809834054 0.094436208236638342 -0.023876821841554974 -0.0821037706792037 0.058701937601465838 -0.047961964781664278 0.10127036314701494 -0.02294145930780675 5.0296178342198161e-05 -0.060395160841253404 0.0029853165293395089 -0.10335361423131201 0.016419818536345523 0.064632538506142839 0.014426863169410312 -0.005603032395210374 0.027028947122628828 -0.047099208458867829 0.023230275906935403
leaf_weight=3.0439765469018312 10.397280274133665 12.46640050679798 0.33263868114590778 0.38564096216578292 4.4204261159575244 30.043950309820509 1.302620771690272 1.2378524035739245 0.59865460460423392 7.8955991533002807 0.78346347884508105 2.0652140266029155 0.35125903371954414 2.2313952603581129 3.7846791071060579 2.1356776816464844 0.54583802231354528 0.70045458446838893 0.36935009834269195 0.44312644567980897 0.82596133617334899 0.54768593645712726 0.14967540043289773 1.4133433841561771 48.849897402944407 0.39646613347576931 29.646084855226036 0.47427761560538784 6.3602613990660739 0.66560129838035198 7.0619441607268501 67.369941616630058 0.64606272077071469 2.6170298339857245 0.97092177428930904
leaf_count=413 1458 3160 93 148 1169 4419 170 187 94 3013 283 389 75 815 1219 340 158 55 200 80 156 86 37 425 8364 159 10885 91 837 128 1271 32784 164 1255 473
internal_value=0 -0.00245624 -0.00427596 -0.00584908 -0.0191112 0.00427758 -0.0133357 0.00389306 -0.0187577 -0.0212305 0.00634623 0.0125595 0.0237034 -0.00297476 -0.0137463 0.00546601 0.0109624 0.0596384 0.00908883 -0.0312254 0.0103234 0.00901723 0.0122129 0.00877561 0.00228008 -0.00421261 0.00173223 -0.0414684 0.0141694 0.0209873 0.0209891 -0.0067314 -0.0231482 -0.0312843 -0.00101643
internal_weight=0 155.71 129.035 115.155 12.6487 97.8206 6.1831 3.13913 1.83651 12.316 26.6752 16.278 9.47842 6.79954 4.56814 91.6375 33.626 1.24629 32.3797 0.962152 31.4176 30.5916 0.519025 13.8797 58.0114 102.506 30.506 0.859919 9.16154 7.02586 9.12716 72.0004 4.63048 3.98442 1.36739
internal_count=75053 59329 53819 50234 4275 15724 864 451 281 4182 5510 4052 1735 2317 1502 14860 5191 213 4978 317 4661 4505 237 3585 9669 45959 11124 239 1305 965 1660 34835 2051 1887 632
shrinkage=0.1


Tree=98
num_leaves=36
num_cat=0
split_feature=3 10 6 6 10 14 10 3 7 1 11 1 1 1 3 10 14 6 7 1 1 0 10 14 1 7 7 10 3 3 14 14 6 14 11
split_gain=0.323652 0.189311 0.223192 0.147889 0.139903 0.182533 0.17081 0.163006 0.202655 0.235105 0.225444 0.135059 0.178082 0.143264 0.130234 0.140168 0.26269 0.202744 0.199541 0.186648 0.175861 0.156153 0.145187 0.135827 0.126214 0.123431 0.186955 0.118372 0.189026 0.323968 0.205962 0.260524 0.275704 0.276898 0.311572
threshold=0.067310451488083359 -0.45134524409882903 -0.77490445905154537 -1.5623133730693419 -0.079920008285892838 1.0289766250843462 -0.089111381016265798 0.96138286050700128 0.059970638598993563 0.034794971346855171 -0.0015245977425211107 0.0023099710233509545 0.021065773442387584 0.038989640772342689 -0.38534242194145912 -0.4509362535116449 0.012170756935543632 -0.6326027460976249 0.48488418875494355 0.0064897306729108104 7.0378995587816475e-05 0.091318212449550643 -0.40936822083879881 0.042213176560118262 0.016912720166146759 0.061924809256993334 0.33658307236113094 -0.063758888514185152 -0.96036831965102454 -0.96740596242489107 0.13838446520799239 -0.16331617894719944 -0.70348502352739162 0.037068196144285311 -0.0078910877268879593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 7 11 8 10 -10 -6 -5 25 -14 27 16 17 -16 19 -19 -18 23 -17 -22 -9 -13 -27 -3 29 30 31 -29 -33 34 -34
right_child=3 14 -4 4 5 -7 -8 24 9 -11 -12 12 13 -15 15 22 20 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 -32 32 33 -35 -36
leaf_value=-0.1511569098497611 0.058034907186124175 0.0026797617946968566 -0.021371262397683385 0.062005939988676165 0.0067796352472350198 -0.080425863633407979 0.02662594065074746 -0.10942964254663123 -0.033602375254049452 0.016426064479227852 -0.030693128883104687 -0.0029716208164131501 0.027054308790268579 -0.0058567143759706338 0.067097734996347913 -0.037951816592504725 0.10520647567207358 -0.072870742689469137 0.050879603359329867 -0.0063913679683043111 0.052409000514285986 0.098379266947192234 -0.00060202200760486348 0.0027372795631552087 -0.025069166944909856 -0.086401020000703876 0.0067484439895532187 0.035315327571837148 0.0014976099586766472 0.071881317150554333 0.025883072319819095 0.035327290032715224 -0.068354124101097827 -0.09054288177601616 0.010518653133106319
leaf_weight=0.15309201850323007 0.3437292781600253 65.149968020341475 0.98524467893730505 0.29420597337594401 2.3961033919040373 0.41068899793026403 1.7799259854546097 0.18388998911541321 1.1696581797150427 4.7707192904563271 4.8657302758847463 0.63449621738255046 1.4025724226230547 23.219088851585184 0.29980694456025991 1.0509427317228972 0.31628618855029378 0.73039836960378979 0.32574572879821051 1.0012898142449556 0.81240689288824874 0.27293643751181651 107.42314867930691 1.7077298653312025 4.9859382537233614 0.73161077849363187 0.3054097612912301 1.469101032031175 11.583148046744098 1.0654614326831531 6.7826256907246716 0.86636258612270367 0.7214702386700077 0.58337386239873001 1.6378346042583887
leaf_count=23 148 10108 469 84 1750 268 780 113 524 3510 2945 301 728 10453 17 519 19 151 42 378 175 97 30160 475 3687 259 112 363 4115 228 1099 179 241 142 391
internal_value=0 0.00184127 -0.0388258 -0.00732055 -0.007797 -0.0144913 -0.00336456 -0.0130174 -0.00712297 0.00657548 -0.0183287 -0.00537231 -0.00612624 -0.00398194 0.00206842 -0.000176511 0.0154474 -0.00972921 -0.0209244 -0.0344313 0.034534 0.0265311 -0.000963883 0.0187498 -0.0280699 -0.0377121 -0.0589679 0.00491496 0.0108084 0.0190247 0.0143552 -0.000458491 -0.014256 -0.028854 -0.0136005
internal_weight=0 204.938 1.13834 47.4938 47.15 18.7827 28.3673 18.372 13.2022 5.94038 7.26183 26.5874 26.2932 24.6217 203.8 113.941 5.4666 2.35724 2.05743 1.73169 3.10936 2.79307 108.474 2.52014 5.16983 1.67152 1.03702 89.8593 24.7094 13.1262 12.0608 5.27814 3.80904 2.94268 2.3593
internal_count=75053 49391 492 25662 25514 12797 12717 12529 8729 4034 4695 11937 11853 11181 48899 32033 1354 588 571 529 766 747 30679 650 3800 672 371 16866 6758 2643 2415 1316 953 774 632
shrinkage=0.1


Tree=99
num_leaves=36
num_cat=0
split_feature=4 5 14 14 0 0 14 11 14 15 15 0 8 4 7 7 7 7 14 8 15 0 7 11 11 15 8 15 5 5 5 11 14 0 4
split_gain=0.184213 0.216475 0.380298 0.179276 0.147832 0.142394 0.255008 0.218798 0.211709 0.158233 0.25518 0.147463 0.142332 0.130741 0.129918 0.14992 0.183704 0.173489 0.128747 0.124443 0.155149 0.162588 0.165773 0.144436 0.201565 0.203608 0.13377 0.132352 0.125559 0.396843 0.290199 0.276187 0.502059 0.225232 0.19829
threshold=0.10217609629034997 0.27563680457139228 -0.1080264015118917 -0.83830225598296904 0.0025148536078631882 0.00010113037205883303 0.18255285135182339 0.0081020673615607754 0.32918959160652067 0.46225209841472276 0.23303299577319028 0.0009880108409561219 -0.10847723882785069 0.55546936579048645 0.46928974901055182 -0.12992322783925433 0.040945225238730711 -0.19836925251745546 0.58791958585426796 -0.37074433618333924 0.75212845549234819 0.019865141250193123 -0.42121933715969678 -0.023471775074846029 -0.0034858370262102006 0.18079646025369797 -0.35616030667980936 0.025207501429217263 -0.07683836389876296 -0.014428236688908068 -0.076986359521910491 0.00053034356409237379 0.22974124821984579 0.12668807804584506 0.036185141652822501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 -3 -2 -1 -5 7 9 -8 10 11 -7 -11 -13 15 17 18 -10 -17 20 21 22 -6 -23 27 -26 -21 -25 30 -30 -28 32 -32 34 -33
right_child=1 2 -4 5 19 6 8 -9 14 12 -12 13 -14 -15 -16 16 -18 -19 -20 26 -22 23 -24 24 25 -27 28 -29 29 -31 31 33 -34 -35 -36
leaf_value=0.0034227283806914917 -0.053109751282030132 -0.033996751497185923 0.041548750849143418 0.037015644747471446 -0.02164373473382044 -0.036243281810844664 -0.036286253928093641 0.033319289911061728 -0.0055117437186640965 -0.10385109111156901 0.061500257272347383 0.0021081218104112135 0.0057505410030699953 0.039293727810286602 0.059976536310208196 -0.028701152580989171 0.0047213237476725189 0.06803190423107984 -0.10608623536765747 -0.045851911520677829 -0.0398329016017685 -0.059174859895583146 0.041019663718482646 0.051995595873207581 -0.062171882053961541 0.037806850608040801 -0.0026792965998752583 -0.0091625338399921232 -0.017934951176730284 -0.0018310534978643639 0.025854140419435935 0.028135479887572715 -0.039127510944550456 0.079250608389288421 -0.025073137207398417
leaf_weight=59.838391426024828 0.53846604262071807 0.81379576475592319 3.6779832713655187 1.331010282345235 0.50066220638109404 0.90011832400341418 2.4731985640464691 3.2666255246222127 0.86830044203816215 0.25216668617940741 0.78656728781061325 9.0377087183296663 0.22350515306607199 1.0559706770582113 0.33991376671474416 0.73345045014502852 1.3336870641869607 0.50866773921006847 0.30414571892470121 0.72355938367763784 0.54830586747266341 0.37900946664740365 2.692723653788561 0.96377710917295212 0.6251609857281436 0.30214021922438405 44.766235184351899 0.55914551933528855 18.903123346817665 80.331467385859469 2.6249835271155444 5.4891193911316805 2.1734152212738991 0.75204080971889187 0.80282312002964307
leaf_count=8370 119 159 668 154 91 212 531 724 183 57 225 2844 78 250 32 153 303 85 68 164 94 96 469 250 157 77 16044 128 9914 29950 514 1144 355 259 132
internal_value=0 0.00771653 0.0278618 0.00393887 -0.000828769 0.00525079 0.00333632 0.0103227 -0.0131918 0.00419336 0.00647658 0.00253983 -0.0523523 0.00599837 0.000779531 -0.00458881 -0.0198288 0.0216561 -0.0513847 -0.0023882 0.0110935 0.0157299 0.0311952 -0.00172602 0.00716037 -0.0295961 -0.00295402 0.0295412 -0.00275485 -0.00489867 0.00100327 0.014924 -0.00357903 0.0275284 0.0213463
internal_weight=0 28.4453 4.49178 23.9535 222.976 23.415 22.084 15.5227 6.56136 12.256 11.7804 10.9938 0.475672 10.0937 4.08817 3.74825 2.37128 1.37697 1.0376 163.138 6.57093 6.02262 3.19339 2.82923 2.45022 0.927301 156.567 1.52292 155.843 99.2346 56.6086 11.8424 4.7984 7.04398 6.29194
internal_count=75053 6845 827 6018 68208 5899 5745 4390 1355 3666 3531 3306 135 3094 824 792 524 268 221 59838 1362 1268 560 708 612 234 58476 378 58312 39864 18448 2404 869 1535 1276
shrinkage=0.1


end of trees

feature_importances:
protbert_core_score_change=359
protbert_interface_features_protein_wt_2_pc=329
proteinsolver_core2interface_score_wt=309
protbert_interface_features_protein_wt_3_pc=279
protbert_core_score_mut=242
proteinsolver_interface_score_mut=241
protbert_core_features_residue_wt_4_pc=225
protbert_core_features_protein_wt_7_pc=218
protbert_core2interface_features_residue_wt_7_pc=201
protbert_core_features_residue_change_1_pc=191
proteinsolver_core_score_mut=177
protbert_core2interface_features_residue_wt_9_pc=170
protbert_interface_features_protein_change_6_pc=161
protbert_interface_features_protein_change_7_pc=144
protbert_core_features_residue_change_0_pc=137
protbert_interface_features_protein_change_1_pc=117

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 36]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 64]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.937444]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 3]
[feature_fraction: 0.471773]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3.37002e-08]
[lambda_l2: 1.4147e-07]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
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[eval_at: 1000000]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]

end of parameters

pandas_categorical:[]
