tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=16
objective=lambdarank
feature_names=proteinsolver_core_score_mut protbert_core_score_wt protbert_core_score_mut proteinsolver_core_score_change protbert_core_features_protein_wt_0_pc protbert_core_features_protein_wt_5_pc protbert_core_features_protein_wt_8_pc protbert_core_features_protein_change_2_pc protbert_core_features_protein_change_4_pc protbert_core_features_protein_change_5_pc protbert_core_features_protein_change_6_pc protbert_core_features_protein_change_8_pc protbert_core_features_residue_wt_0_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_core_features_residue_change_5_pc protbert_core_features_residue_change_9_pc
feature_infos=[3.7197118274434615e-08:0.99949216842651367] [5.2037698594631365e-08:0.99989438056945801] [4.5156621553132936e-08:0.99989438056945801] [-0.99985537157644444:0.99948204119846196] [-1.7959686182029986:2.7829202172772858] [-0.79388238187706972:1.2232048054962041] [-0.65475722273530612:1.0358112483435975] [-0.81674100857967258:0.95284304731763103] [-1.0834499198064409:1.1912847947129126] [-0.49263848455597237:0.61342800956565424] [-0.71743985843780256:0.81059101959117241] [-0.42830531578572661:0.36786862812104704] [-2.7224665366440877:4.949044680007713] [-2.9324921815353999:2.3907547657243251] [-3.2610695962876393:3.2610695962876393] [-1.4465188228878352:1.323835099117453] [-1.2705435062311796:1.2501928907171962]
tree_sizes=5852 5841 5823 5873 5847 5844 5877 5848 5872 5881 5848 5889 5881 5875 5899 5883 5917 5929 5953 5887 5922 5906 5946 5922 5960 5941 5929 5925 5912 5926 5914 5935 5933 5895 5957 5940 5907 5925 5961 5935 5947 5949 5935 5951 5896 5948 5955 5956 5945 5919 5940 5950 5963 5911 5951 5970 5996 5920 5943 5902 5954 5962 5951 5957 5969 5975 5916 5939 5928 5957 5965 5930 5972 5947 5972 5945 5964 5963 5917 5923 5972 5947 5956 5970 5975 5996 5975 5969 5937 5921 5992 5929 5969 5938 5981 5974 5970 5975 5981 5938

Tree=0
num_leaves=53
num_cat=0
split_feature=1 3 1 3 1 1 3 3 3 1 3 13 13 3 1 5 13 1 7 3 14 14 13 13 14 8 9 7 16 3 8 7 6 6 5 5 5 7 8 3 3 13 6 3 14 7 13 6 6 1 1 1
split_gain=1183.26 185.343 183.45 113.29 58.419 37.9325 23.8057 17.1154 15.7614 13.7266 12.4925 11.6834 10.5289 10.2166 6.41315 6.3353 5.79874 4.94602 4.52952 4.42502 4.2048 3.62878 3.65257 3.54049 3.52041 3.41 3.38535 3.44914 3.36069 3.29137 3.13625 3.10401 2.87455 2.58198 2.21944 10.4826 3.3179 2.19122 2.1208 2.11138 2.0876 1.9527 1.85394 1.77474 1.75077 1.70535 1.70133 1.65894 1.6961 1.65831 1.61051 1.60433
threshold=0.062399063259363181 -0.001376503554638475 0.25070759654045111 0.0305105927400291 0.012513356748968365 0.013604327570647003 -0.069693333469331251 -0.12823188211768863 0.15186080150306228 0.53205433487892162 0.18767005857080224 -0.025516990474203839 -0.035521498151340675 0.22457558265887204 0.0039611896499991426 0.24017729874018065 -0.095480567791547358 0.0026420594658702616 -0.0013563099163686361 -0.2288004900619853 0.022673534192459398 -0.12098041915958065 -0.070652449394064995 0.019062433934417169 -0.11862821463149646 0.027222959862967463 -0.063640142605137881 0.0018833570032856823 -0.023709333360097905 0.00064671877771615993 0.0068440351657110274 -0.0028383439031413652 0.48910433473868087 0.24126380501896147 -0.038714610957641081 -0.037908233087746553 0.26614915205549211 0.0048094111392373113 0.055215482769123851 0.068243958055973067 -0.3017489574849605 0.065162081382577022 -0.27692785887494037 0.26204344624056836 0.065961384704978185 -0.098816667151112383 0.2199360921164695 -0.14689024381202917 0.24697294938055295 0.11221206933259965 0.032530630007386215 0.99751281738281261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 14 15 19 40 16 10 29 18 20 23 42 17 38 45 24 -2 28 -16 -23 -5 -8 39 -18 -28 -9 32 -17 46 -4 -10 -11 51 -37 -14 -7 -19 -6 -21 -1 47 -29 -3 -13 -32 -49 -25 -42 -36
right_child=2 5 9 13 7 8 11 12 33 34 -12 31 37 -15 21 30 26 25 -20 41 -22 22 -24 49 -26 -27 27 44 -30 -31 43 -33 -34 -35 35 36 -38 -39 -40 -41 50 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.039806851338328939 0.14384846951167957 -0.0098662457083268165 0.14083148745292903 -0.063182668143243248 0.13689645797070032 -0.097094818511321748 0.039196692372506975 -0.040431932277894725 -0.13644587988895812 0.17740394127743464 -0.058133531464678957 0.026028684122528286 0.026392798504235562 -0.12009665437687089 0.09446001908803775 -0.13496566308127173 -0.14697992525790737 -0.11849150444908003 0.043049181911753158 0.081793238378184308 -0.07360433834342596 -0.10950595594416551 -0.015977203502424785 -0.032119785553258839 -0.047461404504503632 -0.073819274582351088 -0.062637058417439342 0.0037310609983924217 0.031403364232210192 0.08365754457204598 -0.04875978978779192 0.08785054253332128 0.0087243435619426494 -0.080768680390588113 0.05140307655539126 0.18505266071496104 0.14996559291397338 0.068598300574160276 0.013511122157796616 -0.15191790137453093 0.035260208220354659 0.11966035969068561 -0.13635753626942371 -0.12640592024937283 -0.044138496378339311 -0.164647993003458 0.10359916610618221 -0.15809761887794821 -0.072577416252763191 0.022781834846983037 0.10410149893124797 0.1686668306077688
leaf_weight=2.1906802772427936 39.195537092302402 0.71783603174844657 64.676861820566046 27.379239326783136 12.663983251009997 46.130323844747181 6.6325102276759962 11.768493060259061 52.074900801466356 111.12515926910783 3.7574061499326481 15.362650575469162 24.563174703836921 22.477222985527987 1.5585873192103488 50.251427887724276 3.3210669340405721 29.792481130785745 20.468109172619734 28.966870176209341 11.313279574902479 8.6361228679597879 8.0822797522850998 13.522471172180305 15.882674133426915 8.6369136768953449 41.735428289983247 16.47081713428452 14.537783106461575 13.844779106155327 10.403681942829284 51.633663971526403 1.6925835928923323 10.027655987811157 9.8984670201316458 53.169561716098542 56.281045119081682 24.696203230327228 1.7970566709591356 53.970685208964369 5.0271282061075899 26.106517641492246 23.643478692993085 11.281873171887126 14.229088650306947 138.31192874227054 3.4538762700249199 3.8341413636226207 5.9845535147396731 9.2512060344015463 10.633367508487934 1.3117227028124023
leaf_count=260 5725 106 9911 4534 1781 7910 1151 1903 7581 16048 560 2834 4100 3084 215 4382 290 4770 3540 4648 1773 1273 1336 2167 2897 1236 7468 2937 2378 2349 1141 9198 327 1125 753 8235 6955 4466 220 7459 768 4422 3137 961 2316 16393 574 692 615 1504 1695 103
internal_value=0 -0.0922054 0.102279 0.0433981 0.00170037 -0.122187 0.0809887 0.0391713 -0.0863742 0.154548 0.119851 0.0501138 0.0171541 -0.0640942 -0.0961376 -0.143426 -0.0657189 -0.151896 0.00902088 0.118124 -0.0226757 -0.0507342 -0.0643551 -0.0389621 -0.021923 -0.13388 -0.0484772 -0.0439264 -0.000738739 0.128199 -0.119423 0.075177 0.137466 -0.127481 0.167109 0.157602 0.167037 0.0475695 -0.0929442 -0.140056 0.106651 0.0997759 -0.128203 -0.0945703 -0.0184686 -0.16385 0.0403507 -0.076715 -0.106196 -0.00981708 0.0820673 0.0653671
internal_weight=0 658.286 596.09 280.333 159.315 498.972 207.702 115.203 185.786 315.758 83.9716 113.433 86.8789 72.6301 44.1111 313.186 123.684 231.43 42.9833 94.2689 37.6196 18.277 16.7184 50.1529 22.5152 92.4001 75.7564 72.4353 26.3063 80.2142 81.7557 70.4502 66.3694 62.1026 231.786 120.661 109.451 49.2594 47.9274 83.7632 28.3245 55.0734 25.8342 31.5042 30.6999 139.03 18.8165 20.2224 9.81869 22.7737 15.6605 11.2102
internal_count=184206 92687 91519 46278 25085 67602 34989 18864 29847 45241 13147 20194 14620 11289 6221 37755 21141 29964 7588 14795 6054 2824 2609 8205 4048 13465 13011 12721 4281 12587 7791 12606 10238 8706 32094 16046 15190 8566 8130 12229 4244 9070 3397 3409 5253 16499 3408 2448 1307 3671 2463 856
shrinkage=0.1


Tree=1
num_leaves=53
num_cat=0
split_feature=1 3 1 0 0 4 3 1 4 0 4 4 3 0 1 4 1 3 4 5 4 3 16 7 1 1 0 5 4 1 3 3 5 3 0 8 0 0 14 1 5 4 7 4 7 16 0 5 4 5 5 7
split_gain=2413.64 559.456 305.859 145.458 144.409 136.974 89.7112 87.0616 75.0801 64.6809 51.5161 49.2099 48.8748 40.4527 39.9835 37.3285 31.994 26.8259 25.5441 25.34 22.9296 22.5001 21.3242 19.0778 17.0056 15.8756 15.0019 14.4778 14.8485 12.4264 12.2456 11.9547 11.5984 11.2037 11.0123 10.6363 10.5702 10.4826 10.4398 10.287 10.0447 10.0187 9.45037 9.17676 9.17156 9.15022 8.93876 8.81134 8.48427 8.36595 8.30214 8.27334
threshold=0.13332281261682513 -0.032103421981446438 0.6298462748527528 0.026304628700017933 0.011030515655875208 1.307106171016563 0.028135696426033977 0.86848273873329174 -0.37944437788068547 0.0024143621558323507 2.1246048965242164 -0.052910995205453427 0.048278707079589374 0.047099621966481216 0.027520012110471729 -0.13673031100787705 0.9724332094192506 -0.032103421981446438 -0.37133850589977735 -0.41267825887599424 -0.044218375167034994 -0.18940223380923268 0.03240580112162264 -0.00066854709955046024 0.37490531802177435 0.028202966786921028 0.00095060333842411648 -0.23962091907401842 -0.18250713842062577 0.029652743600308899 0.18122344902076296 0.18767005857080224 0.41347631309635474 -0.11237014085054396 0.0054407317657023677 -0.038388973390051352 0.00095060333842411648 0.00052909657824784528 -0.098570616407413894 0.99412146210670482 -0.4706779228295675 -0.29861105815100009 0.030329127456693365 0.55274575038740736 0.0048094111392373113 0.010250702656242028 0.00040873955003917223 -0.021853065160211571 0.6832233793041812 0.41522301714568172 -0.25448258350080905 0.098556387339825302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 18 7 14 11 21 33 38 31 15 32 -3 24 -12 26 36 -9 -21 47 44 -22 -5 -10 -2 35 -29 -8 43 -4 -13 -7 -34 -28 -1 -35 -11 -18 -26 -24 -37 51 -16 -23 -20 -6 -17 -25 -38 -15
right_child=2 6 5 12 8 9 29 19 25 10 16 13 -14 30 22 48 39 -19 46 20 23 45 41 49 40 -27 27 28 -30 -31 -32 -33 34 37 -36 42 50 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.13520650430016587 0.11883044067056586 -0.12006567122026975 0.11692675005041403 0.0073528482640057144 -0.006556346281963602 0.11659759593540638 -0.14363052870978407 0.046737501254012118 -0.12736530513569994 0.077046857417254561 -0.12254540138253495 0.0893103048717616 -0.086284199795396532 0.046591906070498325 -0.097778004893558368 -0.022593126305957344 -0.04062637215135511 0.0032598677506999528 0.11651997904441436 0.15968339626230144 0.098511373415759843 -0.045901068053712649 -0.013730216903425916 0.14217638199533966 -0.077362974014316882 -0.063715889997856337 -0.056941931085508393 0.10635471927402707 0.047207992167560525 -0.11782052409186934 -0.084960663951275828 -0.029637155768455655 0.089053166706511797 0.12441050124268574 -0.037119028150556059 0.06841113868017426 0.014869638506559694 -0.016560789106257634 0.015449250624988378 0.032016015356649968 0.077523051172805821 -0.071176299082544955 -0.016833130237137676 -0.020067771135445292 -0.054953304408918546 0.00090301267456407259 -0.0044525035968840986 0.057121354015628456 -0.071188697632532064 0.08952599505776461 0.087130436247125617 -0.11889122514135764
leaf_weight=38.199513690837193 67.910076530883089 194.08607890663552 200.08632630342618 158.42774126857694 31.683622911339626 82.76833401422482 575.94250210218888 37.021008922252804 55.906430492206709 68.165048001101241 34.913097490090877 161.781638558954 83.08145006178529 65.937284469022416 144.29434625917929 146.46555410895962 42.745742395054549 58.122023779491428 6.9567273112479588 208.87464930489659 226.69452034472488 84.26254728573258 91.839474761291058 282.59950767236296 4.4707071539014569 131.25174843665445 11.873895031865684 102.64838454837445 72.440297647437546 276.93398971735951 13.285058074165134 5.7178929820656768 12.532194565981628 8.4720686650834995 15.39808937627822 48.870584827032872 19.505368481390178 13.920250744326038 46.148007539857645 35.809066786663607 63.117431919788942 45.341344243730418 17.710609676549211 42.405853357166052 76.667585773160681 82.811342392422375 49.167922982596792 69.132229802431539 47.600079040625133 33.918314293026924 86.184063562919619 3.1496670898050061
leaf_count=776 1694 13885 2858 5743 678 1382 41378 481 3718 1592 692 3011 4153 1028 8980 5784 898 2289 392 3303 4238 3747 4599 6044 98 7040 252 2780 3094 20349 133 51 159 162 177 1688 606 270 1019 641 1413 2980 389 697 3901 3664 3104 1392 1802 417 2550 35
internal_value=0 -0.0793385 0.0665183 0.0190457 -0.00301712 0.0920338 -0.114919 0.106596 -0.0341454 0.0347599 0.00480949 0.0748361 -0.0162114 0.049953 -0.0835126 -0.00234977 -0.0429208 0.0657808 0.0677991 0.127535 0.131511 -0.000192848 -0.0636987 0.120673 0.0252715 -0.0827389 0.0770844 0.0658955 0.0818909 -0.135252 0.00572823 0.112853 0.0790374 0.0996216 0.0195143 0.0301882 0.0901161 0.0368311 0.0521862 -0.00751272 0.0672604 -0.0327241 0.0457377 0.0165461 -0.0829246 -0.0227046 0.010574 0.0371116 -0.0345179 0.13654 0.0737991 0.0390192
internal_weight=0 2060.17 2525.08 882.739 655.062 1642.34 1405.11 1309.4 455.048 332.942 227.781 520.294 503.163 314.49 552.229 420.082 113.468 379.576 200.014 789.108 752.087 267.89 358.143 543.212 226.016 187.158 321.454 253.544 175.089 852.876 124.778 205.804 189.712 105.161 27.9303 78.4551 143.889 22.3923 114.313 78.5548 67.5881 137.181 66.5812 111.493 220.962 167.074 56.1247 100.816 194.066 316.518 105.689 69.087
internal_count=184206 123739 60467 31179 27667 29288 96072 22632 20239 6656 4842 8149 18993 5240 34345 14840 2231 12186 7428 14483 14002 9481 20460 10699 7254 10758 9897 8203 5874 61727 1893 2909 3347 1814 336 2329 3932 432 2611 1539 1511 7579 2077 1760 12881 7411 3496 2070 7586 6461 3156 1063
shrinkage=0.1


Tree=2
num_leaves=53
num_cat=0
split_feature=2 2 1 3 3 4 1 2 3 3 1 6 3 1 4 6 3 5 13 4 13 1 2 6 2 8 1 9 6 16 4 9 4 2 3 6 1 1 1 4 6 3 3 6 4 1 2 6 2 11 5 9
split_gain=1653.98 260.359 241.37 161.583 78.8352 50.9561 41.8858 37.5126 22.5668 20.1694 18.4334 18.2559 12.2215 11.9902 12.1346 11.5676 11.4354 11.3906 12.8858 11.3595 11.0835 10.5462 8.18297 8.16346 7.86904 6.73205 6.43442 6.33304 8.48628 6.13148 6.10374 5.6692 6.28176 5.63434 5.66031 5.51118 5.49282 5.44714 5.43631 5.4137 5.31981 5.63299 5.27669 4.95851 4.95283 4.84218 4.82084 4.81606 5.58607 5.33684 4.73666 4.53956
threshold=0.04702903330326081 0.19779406487941745 0.13036482036113742 -0.06352149415761231 -0.014702966436743735 1.3937804095445263 0.10169452056288721 0.0043155145831406125 -0.26778427511453623 -0.16400423529557881 0.18485799431800845 0.24697294938055295 0.017464411444962028 0.53205433487892162 -1.3178952100476837 0.19835815622590122 0.066192711703479304 -0.41267825887599424 0.017093148654796882 1.3937804095445263 0.042829104352775989 0.9724332094192506 0.010091976262629034 -0.24580405555463994 0.0086797080002725142 -0.031787559880722911 0.031108070164918903 0.050323706859821772 0.27779682668614292 0.012661866262454734 0.38725462456845894 0.064866231819504433 -1.2410112220967833 0.51190060377120983 -0.23776659253053364 0.19835815622590122 0.50978776812553417 0.18485799431800845 0.196305125951767 0.65715595944613436 0.0020081212221931444 -0.089651135727763162 -0.069693333469331251 -0.033921160728518286 -0.23853028981332461 0.042174035683274276 0.094971965998411192 0.26535518777269457 9.922081153490582e-05 0.068294234062096032 -0.035753135808672724 0.018594514781345172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 7 12 11 51 27 19 17 29 31 -15 44 24 18 -4 33 -8 40 -11 30 -6 -23 -26 28 -1 -5 -19 32 36 34 -3 -34 -9 -22 46 -17 41 -7 -12 -20 -16 -24 -10 48 -13 -49 -21 -2
right_child=1 10 5 6 16 21 20 13 38 22 42 47 -14 14 15 39 -18 23 43 50 37 25 45 -25 26 -27 -28 -29 -30 -31 -32 -33 35 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 49 -50 -51 -52 -53
leaf_value=0.068057651064915778 0.0588979816931424 -0.013550669290818508 0.14214741064676262 -0.081110498041851234 0.026288147634209405 0.017100647120777215 -0.050996470401447183 0.0095894596639271509 0.0073287120245288289 0.049736118950147394 -0.020809108299686102 0.091729743868331229 -0.10010542679919483 -0.16498330599447589 0.12497851323830972 0.065912010316274694 -0.090950200181350055 0.11357150977600977 0.084224024105623491 -0.052982692600018172 -0.027712292692833585 -0.011755656167962043 -0.030747934691700781 0.13123218987129967 -0.071272578246150298 0.063539473777083008 -0.022415658320864729 0.12149450746963653 -0.047968928815924801 -0.039676800160477262 0.047193074766775818 0.11395967221813814 0.066918633456676813 -0.14460171988944923 -0.12555736524332006 0.023216909517950086 -0.19272130800916396 0.027514110484267086 0.038830358547976451 -0.014711834896389534 0.076849025230129209 -0.055023358335396448 -0.090386293922752256 -0.029461862001277341 0.091353483321920476 0.01367716395962759 -0.044192274941546428 0.11234323069085622 0.037323444922331479 -0.040591815157530631 -0.1100562431766644 0.11217735251651884
leaf_weight=79.946695281803841 71.769397808238864 4.6350135158572803 11.818610784597697 84.557662632483698 18.791139486304019 32.251753854332492 75.021088903056807 13.141792369307947 59.024525133660063 49.891654429491609 15.81093488881015 35.858833970502019 245.90505335076159 1.8408164903521527 66.887595507316291 42.45136186410673 47.413232728067669 44.278086181497201 5.6386815037112727 18.760721125872806 31.318356356154254 13.061572562437503 33.389668741030619 393.28108399856137 47.812256878729386 130.08253190899268 61.823475628480082 19.891608447884209 6.8310222176369271 61.929847509214596 20.211987607646734 15.956757137319071 130.83915688518027 339.64306801497878 176.21513549621159 37.0527197701158 1.4768882915377624 41.511630251879978 33.863278125805664 10.353151373332365 8.9194964448106457 16.280738671310246 35.16747045025113 11.908004816621538 128.25038638943806 92.364272926231934 26.213531167013571 43.160356158507057 39.902532785665244 2.4005884197540572 65.446209425310371 20.609034431166947
leaf_count=3942 3078 253 195 7098 1901 1109 5077 431 3643 4161 840 623 22466 6 1821 1188 4354 1098 170 1197 2333 449 2750 13986 4699 3525 5275 343 244 4569 410 403 8277 25919 14298 2057 7 2436 1896 328 455 872 2286 240 4835 6571 1643 1308 977 79 5027 508
internal_value=0 -0.0805535 0.0657114 -0.0403828 0.00357195 0.0883543 -0.0693895 0.0971257 0.0337169 0.0363087 -0.126606 0.113299 -0.086481 0.0751681 0.0897494 0.0916522 -0.048986 0.121946 0.0615164 -0.131475 -0.0240244 0.0421436 0.0154763 0.12582 -0.0334831 0.0566684 -0.0437302 0.070604 0.0589163 -0.0636006 0.0927862 0.0568105 0.0518034 -0.136992 -0.122688 0.0572774 -0.0110566 0.00376469 0.00494544 0.0501048 0.00594827 -0.00710529 -0.0688216 0.00711922 0.102889 0.00187894 -0.00852155 0.0785684 0.06309 0.104273 -0.0973544 0.0708034
internal_weight=0 1407.4 1715.46 751.723 458.155 1257.31 540.244 1056.71 211.48 282.315 655.679 608.459 392.393 448.251 249.783 247.942 175.84 487.136 29.3653 604.7 147.851 200.596 175.646 457.771 128.427 143.144 109.636 106.669 86.7777 146.488 64.4901 198.467 182.511 520.493 180.85 167.892 14.6187 72.83 119.101 52.8045 57.452 48.5325 50.9784 17.5467 195.138 125.754 85.2381 121.322 75.7614 45.5609 84.2069 92.3784
internal_count=183656 104567 79089 54747 34240 44849 43979 38439 10768 18011 49820 19086 34133 19353 8178 8172 16229 16099 605 46694 9846 6410 13482 15494 11875 3974 9974 4529 4186 11667 1508 11175 10772 40470 14551 10334 438 4769 7182 1516 2436 1981 3126 410 6656 9321 5286 2987 1600 1387 6224 3586
shrinkage=0.1


Tree=3
num_leaves=53
num_cat=0
split_feature=2 3 1 2 3 2 1 0 6 0 3 0 2 10 1 16 6 6 2 13 0 6 2 1 3 6 3 6 3 1 1 2 12 1 3 9 1 7 7 0 6 1 14 7 13 13 6 3 6 16 6 7
split_gain=1082.14 174.024 152.902 69.0804 53.1498 40.0619 29.5311 26.2278 19.3178 16.061 14.4703 13.5169 11.0676 7.45767 7.04522 6.76976 6.27409 6.04589 6.02848 5.29641 5.18825 5.09719 4.98475 4.87168 4.74639 4.70119 4.62976 4.51819 4.41471 4.33322 4.17902 4.02013 3.98174 3.91154 3.7969 3.77861 3.70987 3.4231 3.37309 3.37081 3.3649 2.96016 2.89096 3.65299 2.82714 2.76212 2.63319 2.55646 2.52327 2.5244 2.46048 2.45492
threshold=0.043145881965756423 -0.069693333469331251 0.17390509694814685 0.18079028278589251 0.0013405252248048785 0.27377231419086462 0.21041989326477054 0.0054407317657023677 -0.2017647532207226 0.017060395330190662 0.020451404154300693 0.00022535544849233705 0.0034071007976308469 -0.0069084861935652699 0.037793561816215522 0.013485556789043077 0.24697294938055295 -0.35299092965499163 7.73496722104028e-05 0.11150902094135647 0.00052909657824784528 0.20018402498989959 0.0057003225665539512 0.11221206933259965 0.084579426795244231 -0.23912238392041915 -0.035957403946667903 -0.20289109661721144 0.27208005078136926 0.042174035683274276 0.063456192612648024 0.0036785331321880226 2.195799797454983 0.10169452056288721 -0.14273745846003291 0.0019711760103450627 0.44576404988765722 0.0092152035080712326 -0.00085944893136874088 0.0029654807876795535 -0.33518805525249912 0.035456668585538871 -0.18750065750528699 0.060384842372327711 0.088698191476630703 -0.19275752707897889 -0.35299250635884799 0.38958857720717793 0.2604475303210681 -0.031561884957492785 0.15999168226244956 0.00019747715880512331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 6 7 9 10 20 11 39 15 -4 18 17 31 37 36 46 26 34 -1 -20 -16 40 30 -15 35 -19 41 -17 -6 -9 -28 -7 50 -10 -14 -3 -8 -2 -5 -12 -18 -44 -33 -31 -13 -38 49 -24 -11 -43
right_child=1 3 8 23 24 33 38 14 12 19 28 13 16 25 22 29 42 27 21 -21 -22 -23 48 -25 -26 -27 32 -29 -30 45 -32 44 -34 -35 -36 -37 47 -39 -40 -41 -42 51 43 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.10312703760388463 0.09768410573247932 -0.075389436302801302 0.099827269535383581 -0.087117445480435679 -0.054170474791549732 -0.11960593005183334 -0.017658169781183227 0.045174018298253654 0.073455425796083315 0.02077494377023998 -0.093821861917495197 0.08915878223176249 0.061883494925042595 0.045897673750581708 0.068659862216390852 -0.068683704172309346 0.072725716912451707 0.05794806450357342 0.10982672555579027 0.036374116155925132 0.054999823101821693 0.081101770164123663 -0.0060599701503957536 -0.083846408554549515 -0.087638398712480345 0.099728434281285208 0.063971763441322674 -0.0094691836198960849 -0.11521353302658888 -0.076288618940354214 0.0035653084921716902 -0.049821535541994866 -0.04809828360117769 -0.039024060206916039 -0.03426636526232809 0.12289444803583767 0.091236475880088666 -0.028455958187425634 0.036065339871940265 0.050028033904257474 -0.12123663418417077 -0.082186814520872578 0.036350783438564405 -0.068199718638116802 0.0045051864081009068 -0.0056863352704904988 -0.067736871631688997 -0.050060960018574435 -0.026546241279316287 0.026136434910006331 -0.035743101066673735 -0.04919388149346518
leaf_weight=35.279761893267278 24.6726470713038 79.18057324882102 51.272024890757166 31.290181445117923 51.658822310302639 21.564342355370176 20.436763061356032 7.6384479398839167 66.643564049620181 39.116074932433548 82.9426168903301 1.1713206386193622 70.240379840688547 87.525445654988289 18.761100970645202 18.526412663410156 20.027887236268725 22.670633766800162 308.53706506575691 39.814203535206616 61.583376030786894 77.582339523243718 32.311765205988195 43.834500817407388 30.494641265715472 19.925080078537576 8.4403901873156411 17.685292200185362 45.221514696793747 6.1825690695441144 16.549594975280343 31.29829472626443 5.0551067758351556 8.3877470732841157 33.018192701565567 20.197657929966226 142.30557543144096 19.370331341749988 27.25344524072716 37.426118777948432 416.42368125222129 51.51285742498294 30.290082544612233 3.7397509545553467 13.796347693387359 52.175540546304546 10.847515517845748 1.2817677578423161 13.926775541855021 98.772951069142437 9.5736479815095645 40.321721287502442
leaf_count=1058 821 8163 796 2501 5984 2103 1649 908 1506 2701 9632 52 5010 3175 1679 1788 819 856 12796 2894 4200 2689 2569 4391 3369 825 264 748 4261 534 1681 3084 109 736 2750 442 8025 1861 2370 2100 41188 5844 1584 202 1408 4689 628 48 1194 7782 659 4531
internal_value=0 -0.0713148 0.0601377 -0.0899239 0.00914125 0.0101257 -0.0612867 0.0292971 0.0819036 0.02762 -0.0702515 0.0551554 0.0893874 0.0408152 0.0099443 -0.0488214 0.0730529 0.00987054 0.0983796 0.00647532 0.0725444 0.104059 0.02018 -0.115737 -0.0548448 0.0558945 0.0765094 0.0284124 -0.0873354 -0.0265722 -0.0401646 -0.0218408 0.0219849 -0.097076 -0.0080983 0.0849766 0.0807491 -0.0661713 0.0130451 0.0689847 -0.118856 -0.0801114 0.0425939 0.0248318 -0.0332054 -0.0131868 -0.0523383 0.0899692 0.0139003 0.0182004 0.00965315 -0.0677128
internal_weight=0 1148.25 1377.51 934.673 412.072 213.573 443.124 313.369 965.439 183.621 395.434 211.097 754.342 159.825 216.506 175.435 267.885 52.3748 486.456 121.522 96.8631 386.119 163.773 491.548 98.7031 107.451 100.337 40.3559 219.999 76.8845 68.2084 52.7331 13.4955 29.9521 81.7079 86.8412 213.828 98.5509 47.6902 62.0988 447.714 174.777 54.0577 34.0298 45.0946 58.3581 12.0188 143.587 145.011 131.085 48.6897 91.8346
internal_count=183656 108166 75490 93402 34916 14764 45322 23882 40574 11925 41303 7080 33494 6284 18624 17035 15688 2284 17806 9004 5258 15485 13224 48080 11034 4000 2321 1604 24268 7011 7665 5400 373 2839 6110 1948 13083 10024 4019 2921 43689 20007 2605 1786 4492 5223 680 8073 11545 10351 3360 10375
shrinkage=0.1


Tree=4
num_leaves=53
num_cat=0
split_feature=2 1 2 0 0 1 4 1 2 0 1 4 8 6 0 4 14 1 2 1 1 4 0 7 2 2 5 7 5 13 6 6 0 13 0 4 5 2 6 0 13 0 6 16 1 4 1 5 6 1 4 0
split_gain=746.95 138.085 90.8307 55.4278 37.578 27.8783 23.6534 17.9578 16.3405 11.6716 11.2842 12.8869 10.4382 10.2801 9.75162 8.74527 7.58381 7.08702 6.77718 6.3359 5.98674 5.89683 5.82989 4.88348 4.74152 4.52054 4.47369 4.43775 4.12525 4.75328 3.77865 4.83003 4.52886 3.68185 3.67948 3.47191 4.0059 3.39932 3.32188 3.05329 3.41471 2.85154 2.79066 2.7428 2.69079 3.44651 2.6092 2.5535 2.54847 2.50548 2.48703 2.47708
threshold=0.050860427320003516 0.20320703834295276 0.15226456522941592 0.0035281032323837285 0.01657422631978989 0.091320138424634947 1.4526980589775988 0.02683601621538401 0.0096051609143614786 0.062739297747612013 0.14735427498817447 1.3937804095445263 -0.014661082856022351 0.2604475303210681 0.00214066228363663 -1.0509009019492899 -0.26280688668866531 0.3185978382825852 0.98093459010124218 0.037031311541795738 0.99597120285034191 -0.048446010049716673 0.16366192698478702 0.0030582859738146331 0.44844397902488714 0.0068822731263935575 -0.45103345331402117 -0.0018738362704468457 -0.23736468835312743 0.14283179029739615 -0.24580405555463994 -0.24580542260388555 0.00022535544849233705 -0.0098697635909916481 0.00052909657824784528 -0.052910995205453427 -0.525249290752418 0.0091412449255585688 -0.016381743120034927 9.8686759884003563e-05 -0.29102085952109341 0.25771588087081915 -0.019592294719348109 0.036165279137290181 0.99412146210670482 1.4527123158301227 0.071366131305694594 0.40492293670462259 0.43475695074413029 0.35998065769672399 -1.278170058374055 0.0050986700225621471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 16 15 19 8 25 12 28 11 24 35 30 39 -2 -1 27 38 -6 42 26 23 -21 -4 -5 51 -7 -9 37 31 -14 -33 50 -15 36 -3 -30 -13 40 -8 -11 -16 -39 45 -41 -17 -46 -35 -12 -18 -10
right_child=2 6 10 7 5 17 14 9 21 41 49 18 13 34 20 46 33 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 32 -34 48 -36 -37 -38 43 -40 44 -42 -43 -44 -45 47 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.11823006757083586 0.083277042172816687 -0.040810138460996959 -0.096411309968698206 -0.0048052069417345751 -0.086423032664777785 -0.049684536455887877 -0.10185740803307242 -0.020900704870325804 0.068075138664051724 -0.028083491473562761 -0.067216392579852235 -0.016491049067365742 0.099617679070847412 0.096528146584317631 -0.020467201905155812 -0.0286990421528492 0.13033069535597169 0.032578667378216304 -0.089816212610250371 -0.060874759656732072 0.063643020423938254 0.028923940135801015 -0.092827859001253288 -0.017230168507633314 -0.11986233355188909 -0.063968770784613702 0.07703318915579109 -0.0043811167327168846 0.047048916076582972 0.038772468990961963 0.10933919235764955 0.093199437208023345 -0.017182571035805071 0.040286890129230223 0.048605860981232311 0.046632309313861843 0.096431943135552867 -0.016149180661978169 -0.10660504727293006 -0.045939523657835907 0.093511369451725154 -0.088974157408406918 0.040609567005155278 0.017997062468082813 0.10094034783071178 0.043184836028063486 0.028868624628862801 0.024912942529517687 -0.10424110859100373 -0.017263435542655036 0.064299135949307626 -0.041299147082495463
leaf_weight=27.765569852956105 25.669028913471266 2.2756162798032156 138.667903437512 15.973288210821918 99.4399296832853 36.032485795512912 0.91074210964143532 32.898971059097676 3.3779940763488394 58.479663677120698 30.925294844084419 26.38781280932017 36.134510683186818 23.514711031224579 39.395703121437691 13.358031174546339 8.0403426934499311 31.506151217443403 50.287750556162791 59.469875523922383 14.845321731758302 59.731034489086596 28.876936993729032 45.086518312484259 230.65242894637049 67.492465690265817 79.684113780182088 54.035873418673873 16.516040279762819 66.734292049572105 293.39744008251 6.6950932070612899 8.3188457274809462 36.483926640270511 50.490581256628502 60.988543682266027 30.68907444056822 56.788282401335891 4.8258466596016651 5.4781573298387256 27.586988457245752 8.8457554177257389 9.2164705459726957 40.133091093186522 12.354334899457173 20.626224329113029 19.121775869076373 6.8937466323841354 1.2457727971486736 14.886755251907742 19.840610563551309 5.2892260984517634
leaf_count=790 1053 85 17242 2164 12738 4008 7 3257 112 6453 3532 2310 1186 421 2906 1344 203 3079 3505 7068 763 5642 3347 4878 27646 8779 4825 5803 1655 6049 15014 71 254 2358 1986 2591 1267 5573 609 158 376 996 632 3541 276 691 1555 140 51 1655 1120 314
internal_value=0 0.049518 -0.0695035 0.00570181 -0.0348249 -0.0470484 0.0746264 -0.0119367 0.0824764 0.000184924 -0.0983118 -0.103118 0.0909316 0.0976949 0.0368545 0.0396752 0.0744236 -0.00823199 -0.0671012 -0.0673108 0.00810133 0.0532062 -0.0530581 -0.0420605 -0.111062 -0.0526497 0.0696134 -0.0225112 0.0116537 0.0175996 0.10496 0.079814 0.032091 0.0558586 0.0638522 0.0607888 0.0869411 0.00513962 -0.0304755 0.0615535 0.0872087 -0.036105 -0.00887704 -0.00200924 0.0454052 0.0244632 0.00518994 0.0737586 0.0354684 -0.0509969 0.0834116 0.00138034
internal_weight=0 1255.13 909.23 457.238 412.597 354.448 797.894 363.862 660.587 280.396 496.634 450.822 512.504 418.551 137.308 58.1488 93.3762 121.575 81.5014 232.873 63.4575 148.082 133.433 104.556 369.32 83.4658 88.3513 90.0684 213.071 180.172 344.546 51.1484 15.0139 65.6107 74.0053 93.9532 32.9647 113.437 31.2137 73.8502 28.4977 67.3254 48.6122 96.9214 45.3525 26.1044 32.4798 19.2481 37.7297 45.8121 27.881 8.66722
internal_count=184078 82706 101372 42989 44873 40921 39717 38467 33768 27524 56499 51312 22875 18932 5949 3952 4522 12890 6424 28031 4301 10893 15293 11946 44888 10943 5251 9811 20075 16818 16525 1511 325 3732 2407 3943 1352 10769 2919 1648 383 7449 3538 9114 1265 849 2899 416 2409 5187 1323 426
shrinkage=0.1


Tree=5
num_leaves=53
num_cat=0
split_feature=1 0 1 1 0 0 0 4 1 1 7 0 0 0 5 4 5 11 0 4 5 1 4 10 4 6 4 1 4 4 5 7 11 1 11 1 15 5 9 12 4 0 0 4 5 7 9 0 4 5 0 10
split_gain=523.188 130.823 57.4984 45.7021 28.0554 22.9794 18.5744 17.3004 13.7138 10.855 9.4621 9.32045 8.56338 6.38291 5.99214 5.17793 4.87161 4.55407 4.52388 4.20488 4.44767 3.86368 3.85359 3.68381 3.67222 3.11603 3.08944 4.44304 2.85522 2.79975 2.75341 3.36235 2.71472 3.09987 4.01715 2.65897 2.63138 2.59886 2.92757 2.32245 3.14998 2.26424 2.23746 2.16985 2.30021 2.0774 2.03603 1.95829 1.92445 1.847 1.77993 1.76482
threshold=0.12744797021150592 0.01657422631978989 0.40807914733886724 0.027520012110471729 0.0080418651923537272 0.00079395517241209756 0.13583160936832431 0.68618150553910418 0.026130279526114467 0.88155543804168712 0.00067850945643541918 0.18194914609193805 0.001122808607760817 0.00040873955003917223 0.26614915205549211 -0.93099286733859576 -0.45103345331402117 0.0021575876689426225 0.26490308344364172 1.2706892702714483 -0.033124816855144505 0.9968472719192506 -0.12268995628855987 -7.443762921672994e-05 -0.1566035914538938 0.089010170331786473 1.3937804095445263 0.0085356780327856558 -0.94915553926447316 -1.278170058374055 -0.30392573644577864 -0.0050541843939086685 -0.04931498055486077 0.9765773117542268 -0.011938209555601426 0.0060254947748035201 -0.23526170506968999 -0.18531152524866853 0.038053984788320276 0.091875557450612433 -0.052910995205453427 0.048415033146739013 0.011030515655875208 -0.2179151918971515 -0.15755046366314884 -0.0085410748823596273 0.045383648883924647 0.058884304016828544 1.4420365468726775 0.18112181617853471 0.34396284818649298 -0.0048428143917535228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 13 -1 10 9 35 17 28 22 23 46 19 37 -11 24 26 45 32 -16 30 48 29 -19 27 -3 -5 -4 -6 41 -21 34 -34 -7 -15 38 -10 40 -18 -32 -31 44 -12 -14 -2 -46 -9 -27 -8 -50
right_child=2 3 7 6 11 8 50 12 15 16 43 -13 14 36 21 -17 39 25 -20 20 -22 -23 -24 -25 -26 49 -28 -29 -30 42 31 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 47 -47 -48 -49 51 -51 -52 -53
leaf_value=0.093627975500751456 0.077849396650921943 -0.10003259397803416 -0.10987261319581459 -0.026066187547492022 -0.027957476988236953 -0.07999002468710717 -0.07057740016931846 0.078825007812793835 -0.052587661218742032 0.011123018206765901 -0.043139987629293997 -0.068052443200871074 0.01449920869576179 -0.021571353107348819 0.0037235614280693775 0.0061385915510593497 0.11258356566061552 0.058425300447092349 -0.10502257902905213 -0.18364174787106982 0.077005491210575039 0.076402797195717395 -0.016612498619620143 0.10292263882412307 0.059206612120280083 -0.038998634792257784 -0.056247938683498269 -0.07206410685490354 -0.058872717257619805 0.1174321092550531 0.02123518179837125 0.033446000481642223 0.11210004880446212 0.04710893102971727 -0.04512476148960623 -0.023899005976500517 0.050835292476687902 0.061282372214373354 0.066626683338077364 0.11366166150577306 0.076571924762914578 -0.039672754405740016 0.078444151621670621 -0.032191783770793632 0.010352038694396763 0.079435282133662244 0.12950149729162128 -0.018721906548615837 0.021052159805180656 0.058121203071401284 -0.098576589290982175 0.068437828554490363
leaf_weight=39.381032719276845 17.8731164385099 126.27317607445002 0.6716814145911475 36.363788695176481 13.038464653072877 14.437116926535962 66.057845439827361 30.387344271759503 4.6854888580273819 5.9292586566880336 14.85055427935731 20.963873570683063 5.5407244419911867 5.6115579298639195 55.644702268356923 62.703175684044254 42.976719755679369 12.817292233230548 146.12896734380774 0.72425997816026111 12.722535175154915 8.4041965921642241 63.205023926770082 31.46069169807015 83.842662381764967 7.9080240090552234 37.036945940431906 103.77592910568637 98.502770296676317 23.898068693873938 11.794692950934406 63.187579982826719 1.8767843248788274 12.06346551387105 11.432564082439061 20.403589414359885 46.83173413327313 38.042020462482469 3.6477046571671963 103.1597467957763 56.42715654624044 12.613272159862388 38.951352205011062 46.447902987449197 59.757500170031562 45.082015651947586 13.492917236872016 37.810389760299586 16.611280540004376 2.5838785750383977 34.90950134096056 14.940142930718137
leaf_count=1564 651 18559 16 3875 1134 1935 9546 965 342 230 1715 2808 502 336 3861 7265 1846 1093 17014 7 1266 409 8378 706 6832 534 3734 16002 14188 1256 969 6173 101 563 721 2697 3436 2148 205 4700 2465 1294 2752 6889 5862 4137 230 4417 465 224 4720 341
internal_value=0 -0.0503097 0.0551696 -0.0676139 0.0164656 0.0259594 -0.0432753 0.0717748 0.00743386 0.0851901 -0.0305536 -0.00529944 0.0511675 0.0644493 0.0366326 0.0248798 0.100503 0.0664752 -0.090859 0.0533503 0.0285712 0.0132786 0.00273651 0.0750425 0.0729719 0.0253783 -0.0831034 -0.0874224 -0.0500317 0.0911196 0.0148898 0.0212719 0.00492308 0.0104291 -0.0228354 -0.0471704 0.043083 0.0502075 -0.000373308 0.103118 0.0921585 -0.010246 0.0932978 -0.0140142 -0.00649996 0.0723355 0.100129 -0.000916303 0.060856 -0.0150233 -0.0802736 0.0435157
internal_weight=0 991.215 894.669 807.915 268.612 183.3 394.7 626.057 143.919 379.166 293.733 184.803 246.891 83.8093 153.491 109.078 208.493 170.673 413.215 89.4423 38.8196 64.0489 163.839 93.3995 147.364 23.3092 267.086 230.049 134.867 63.5211 100.634 87.5955 26.0971 25.3728 13.3093 34.8407 52.4433 46.3752 8.33319 202.564 99.4039 24.408 62.8494 158.866 112.418 50.6227 31.366 97.5679 61.9388 10.4919 100.967 31.5514
internal_count=184078 122677 61401 106521 25409 16156 51212 35992 14592 21948 36946 20756 14044 4653 11567 9960 9241 12707 55309 7297 2658 4270 17948 2477 10856 1851 38295 34561 18063 4024 9570 8436 1392 1385 822 4632 3772 2695 547 9011 4311 2263 4008 18883 11994 4639 881 10279 1771 758 14266 806
shrinkage=0.1


Tree=6
num_leaves=53
num_cat=0
split_feature=2 3 2 2 2 3 3 4 3 3 11 3 13 4 2 4 16 10 9 4 10 9 4 11 4 10 14 13 6 7 6 4 6 2 6 2 4 6 6 13 13 11 11 14 3 9 3 11 9 10 6 9
split_gain=449.268 110.864 35.7111 33.7538 19.2033 16.4116 12.8625 11.9908 11.8627 7.53994 6.86311 6.81105 6.23363 4.27638 3.59797 5.5872 3.5264 3.07395 3.06346 3.05087 3.0349 2.87385 2.83719 3.56052 2.83489 2.82484 2.75126 3.3714 2.82246 2.74431 2.62588 2.50666 3.77488 3.67367 3.24184 2.33511 2.22151 2.2109 2.52842 1.96743 1.86384 1.85146 1.79314 1.74939 1.8064 1.66192 1.63781 1.62879 1.60492 1.56716 1.52157 2.14079
threshold=0.031121804378926757 -0.057891141477739431 0.12544302642345431 0.0036785331321880226 0.29733644425868994 -0.23776659253053364 -0.246755214582663 1.1731789138043924 0.070263633271679296 0.03936410881578923 0.003308655760116136 -0.25686473399400706 0.090800926874037638 0.36986034899290637 0.33354526758193975 0.36182841368164104 -0.019303339892952166 -0.011143632046688844 0.016610710326789613 -1.2410112220967833 0.0064531591108893558 -0.016906004395553939 -0.048446010049716673 0.0023840159207050389 -0.044214014595598587 -0.0046100130508886011 -0.12335229538227123 -0.003844969580691276 0.19486883611316855 -0.0035263381636895996 -0.13632264048675821 0.40042143638539296 0.25807213373245852 0.00041160428372677421 0.26240638940203348 0.001536158088129014 -1.0949240173038122 0.02815495574928021 -0.02542755998363511 -0.12705436848982882 -0.097776609651262711 -0.0054042141894359965 -0.00026134411746666112 -0.42890147155098618 -0.40342378197237844 -0.044518002297975444 0.22457558265887204 0.083662401443468024 0.030716938550664506 -0.046250838310558297 0.0020081212221931444 0.030716938550664506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 7 6 22 18 10 12 26 13 25 16 21 -4 -16 48 -13 -2 -8 -17 -1 23 -5 -24 40 -7 -28 -29 -21 -22 -15 49 -34 -35 -23 -11 38 -19 -18 -9 -40 -38 -25 47 -14 -10 -45 -3 -33 -12 -52
right_child=1 2 14 5 -6 9 19 11 46 36 50 17 45 31 15 20 39 37 -20 29 30 35 24 43 -26 -27 27 28 -30 -31 -32 32 33 34 -36 -37 42 -39 41 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.048486541012907905 0.044613131153187172 -0.063225471014619297 -0.075790109198310335 0.092876559003362724 -0.076050618283783789 0.040888211440064576 0.036919653181807836 -0.05418514089462767 -0.063934088963687324 -0.10625180395109601 0.065044150572437454 -0.010431959016875318 -0.071461678796802944 0.029790113138013209 -0.11298280547050382 -0.094491746582483896 -0.053049490728379126 0.040811849496770712 0.088092272661889362 -0.033007768721968769 -0.033311233842906789 0.1049627596584562 -0.044357936068525443 0.10428180538637895 0.050955620522377482 0.082864772224177305 -0.00790870881191604 0.032276816884961729 -0.0086791913364694922 0.0072069104627086756 -0.080716687431400092 -0.045899387732737593 0.070652516867231493 -0.023636128861312028 0.085175775557302505 0.079489539130259315 0.00060609704311706894 0.085733262316479542 0.039241330053460449 -0.019127279042079101 0.047990069525124093 -0.054629512012647687 -0.05010355973977812 0.069534051133230496 -0.01057288523704328 -0.0022030164470051346 -0.092248900326991318 -0.07161370816052999 0.0061326981981368427 0.093197217146767597 -0.016306952985129339 0.068850570894762583
leaf_weight=12.911587716604116 53.153874184426968 63.956563780673605 122.50615105052566 44.184477428905666 20.068314128526254 60.403880886064144 20.952437082713004 1.9419638153631265 51.459901374742913 3.3289626776095238 6.7440987075970069 19.73476058099186 3.6471264580904963 13.648162066005169 115.00925666249532 85.861019794116146 23.977723948861239 30.209456402342767 23.35590297759336 25.373643899627496 18.34648148927954 123.20250766997924 3.5672744185430956 3.6881632150616523 24.24747009848943 43.532862109597772 43.459912011341657 92.753282267134637 20.546630009048386 51.146872717305087 32.348485448092106 0.81078882934525509 37.336480192432646 9.1283600488677603 3.8906105502974233 51.329855928139295 17.035271297689182 7.649992862599901 3.3343387416680343 59.612821260627243 20.391925400646869 5.6185639580944535 11.787746635643996 8.687720214424191 6.955892669851889 63.498637141106883 34.194718332379125 0.88810555823147375 3.5166826519998713 62.720436995339696 10.485993879206942 4.0888122284086412
leaf_count=787 4846 9702 19436 2711 3068 5856 1626 96 8239 377 592 1347 376 611 19026 11047 3488 1923 996 2995 1973 6542 234 88 2583 1283 5781 11163 2201 6514 4766 32 1082 504 259 3480 2337 702 237 8364 1131 330 1699 498 472 8512 4742 51 503 5695 699 305
internal_value=0 -0.0501126 -0.0691889 0.053313 0.0165326 0.0294003 0.0272184 0.0707356 -0.0437198 0.0160661 0.0807731 0.0452358 -0.0313364 0.0844897 -0.0898748 -0.0967279 -0.0426037 0.0226632 0.0579031 0.00312683 -0.0830251 0.09411 0.0654396 0.0769692 0.0387112 0.0680294 0.0227577 0.0157677 0.0248494 -0.00613251 -0.0635782 0.0703394 0.0751935 0.0547092 0.00895247 0.0974799 -0.0291186 0.0366138 0.0269846 -0.0288669 0.0390701 -0.0196607 -0.0201505 0.0421579 0.0282021 -0.00598264 -0.0752544 0.056336 -0.0596099 0.0914098 0.0258363 0.00763733
internal_weight=0 871.987 677.936 810.246 194.051 341.535 173.983 468.712 303.864 249.316 336.298 132.414 218.21 314.979 374.071 251.565 151.064 66.5471 76.5098 97.473 136.556 187.444 92.2191 64.4044 27.8147 65.8668 217.164 156.76 113.3 76.5205 50.695 127.535 113.887 50.3555 13.019 174.532 32.152 46.8124 39.1624 83.5905 22.3339 8.9529 28.823 20.2199 16.5317 67.1458 85.6546 9.57583 67.4732 63.5312 21.3189 14.5748
internal_count=183907 120219 100174 63688 20045 36051 16977 27637 43926 29414 20588 7049 30945 18992 56248 36812 22057 4539 5842 11135 17786 10809 6637 3820 2817 2510 25001 19145 13364 9509 6739 8183 7572 1845 763 10022 4413 3192 2490 11852 1227 567 4036 1109 1021 8888 12981 549 10205 5727 1596 1004
shrinkage=0.1


Tree=7
num_leaves=53
num_cat=0
split_feature=2 3 1 1 2 3 3 4 1 3 2 8 3 8 5 1 1 3 4 5 3 2 4 11 14 14 2 3 4 5 4 1 4 8 4 2 1 15 2 5 5 14 4 14 2 10 14 3 4 4 2 8
split_gain=348.438 86.2473 41.3229 26.6863 16.1743 15.1365 12.2742 10.6842 7.78696 7.75824 7.48793 6.96357 6.09506 5.66461 4.87366 4.52665 4.08549 3.87562 3.86391 2.7831 2.52264 2.4564 3.80873 2.55464 2.44893 2.38243 2.36202 2.35367 2.41394 2.31789 2.24129 2.18691 3.12159 2.17871 2.15482 2.07379 2.04864 1.97674 1.92016 1.91895 1.9013 1.81525 1.7161 1.69998 1.68732 1.58066 1.72283 1.83786 1.57756 1.85829 1.577 1.56649
threshold=0.031121804378926757 -0.041654948610812419 0.20320703834295276 0.041443115100264556 0.29733644425868994 -0.246755214582663 -0.27850547590060154 0.31914994416104109 0.95101985335350048 0.01375606842339039 0.11736959591507913 -0.0087286906914071649 0.13677667267620566 -0.013137991217134026 -0.48984302488244985 0.21041989326477054 0.98013922572135936 0.30686125345528131 1.4420365468726775 -0.17252145439483396 -0.092511830851435647 0.10388004034757616 1.3937804095445263 -0.067096424869057078 -0.1630035491216415 -0.21294829609905405 0.99528366327285778 -0.26778427511453623 1.4420365468726775 -0.36905268097773775 -0.11363680218914435 0.33149835467338568 -1.1705552675855773 -0.0046305875190675852 -0.25600152021815031 0.00024276888871099803 0.99412146210670482 -0.10955143233115168 0.010576660279184582 0.40492293670462259 -0.45103345331402117 0.01660191451438359 0.68618774321038345 -0.26280688668866531 0.0024537161225453023 -0.011431366529586788 0.055726433426855078 -0.96365980355767522 1.4527123158301227 2.1009991743352363 0.0013958109193481507 0.0046772493236039705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 6 25 24 8 13 33 12 27 15 19 -10 -5 18 21 38 35 41 -3 23 -23 -2 -1 51 -9 -29 -18 50 32 -8 -7 -26 -4 48 -27 42 40 -25 -20 -13 -35 -32 -31 -47 -48 -30 -50 -15 -24
right_child=1 3 7 10 -6 9 31 11 14 -11 -12 16 -14 30 -16 -17 29 -19 20 -21 -22 22 26 39 34 37 -28 28 36 45 44 -33 -34 43 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 47 -49 49 -51 -52 -53
leaf_value=0.09297527945633588 0.090142848223526556 -0.062192299592887468 0.089809165379933789 -0.027734684957357283 -0.072361267211133617 -0.004746738344066124 0.022865057559157242 0.048582974454341538 -0.062574551303146833 -0.04460970681320256 -0.064962348317241889 0.051668060269450256 -0.075791226012070154 0.11887447073784754 0.11166325663040044 0.022046732211846297 -0.0060212624270375185 -0.10107685907503415 0.04190145853439619 0.061662842291582691 -0.050969383862595766 0.043284248001365835 -0.070104590662463828 -0.041525395719538616 0.055789158233294639 0.0055199773824152754 -0.10076281402493317 0.033280943877113708 -0.10661115040665246 0.033957950709234831 0.081229741541762518 0.034936228837221986 -0.016433749990602802 0.064174661146582643 0.0081152692335016083 0.00026896048672928313 0.029226097530128337 0.061935716474589966 0.01428729797829522 -0.058986837636685802 -0.10024125695366247 -0.073342578266773081 0.088910069020897153 0.015559795615345432 0.045704132960039272 0.082506752174028197 -0.2529921411412534 0.031492890901189168 0.053507933601095549 -0.039748554830417587 0.083071850627347857 -0.019051104825157594
leaf_weight=17.013129086291883 14.667160460259764 73.298268353410094 2.9809003763366517 110.73517846564937 21.537014542263933 60.329015971568879 27.966933022980811 27.570274260011502 1.6323339915834356 32.402890747893252 82.696775964879635 40.429586265963735 22.510959548846586 15.801067509222774 70.242600201279856 21.859749320370611 3.4489855555584645 98.522228781293961 11.991580209578389 24.546889238001313 5.5867407614132381 1.3782137758680608 9.8061023095506261 5.8352009523659936 37.195341425409424 8.5793779442028626 8.1442602733150107 25.06797043356346 2.4550102985231232 7.7958939773379816 27.403230930154677 15.38653655091184 72.763436873603496 7.9663497900182838 12.731167941907186 18.830168554442935 7.9389224816113702 22.514036858119653 9.352271656971423 14.765831877855815 112.45538345526802 1.5261185771087173 17.913690349145327 72.898299125081394 26.28994750813581 91.89830412378069 0.28081941604614258 0.93756952264811733 2.7308046732214271 9.5988054504268785 57.70142505086551 15.531390404721604
leaf_count=583 714 13351 104 17039 3760 7453 2340 1755 70 5522 15173 2711 3498 887 4017 3019 159 14599 798 1924 545 268 1127 861 2680 580 761 2596 115 518 1499 2106 10255 740 1778 1261 481 2001 1509 1905 23006 95 2124 10353 3068 4222 1 65 374 938 4620 1979
internal_value=0 -0.0466794 0.0493284 -0.0663594 0.00951973 0.0132627 0.0192844 0.0649458 0.0800026 -0.000494168 -0.0406616 0.0510764 -0.0276995 0.0685257 0.107692 -0.0195258 0.0612254 -0.0843438 0.0451787 0.038578 0.00545614 -0.0775024 -0.0841784 -0.0916986 0.0542206 0.0628874 -0.053951 0.0253242 0.0118937 0.074562 0.0794336 -0.000155296 -0.00552068 0.00963432 0.0436395 0.0125689 -0.0117077 0.0463813 0.0563845 -0.0931023 -0.0973514 0.0288122 0.0631262 0.020362 0.0638559 0.0773168 0.0809398 -0.0367445 -0.0336966 -0.019047 0.0907951 -0.0388447
internal_weight=0 779.787 733.655 577.54 202.248 221.703 180.711 511.952 245.429 173.597 237.803 266.523 155.106 173.554 71.8749 132.595 191.162 339.737 86.8 46.358 19.1044 241.215 167.916 134.435 64.5937 48.1065 33.4818 75.3618 47.7915 104.362 127.196 116.117 100.73 141.194 49.9265 21.8111 22.7235 31.0934 67.6955 133.056 118.291 13.5177 58.3433 80.8646 53.6932 100.913 93.1167 1.21839 14.7846 12.3296 73.5025 25.3375
internal_count=183907 120219 63688 96586 23633 27232 19873 36456 17450 24068 38729 19006 23556 13363 4087 20058 12747 57857 7782 3289 1438 43258 29907 26040 5172 3164 3867 6259 4504 4965 10074 14701 12595 18546 4458 1365 1908 2581 6344 25772 23867 893 4835 11093 4567 4806 4288 66 1427 1312 5507 3106
shrinkage=0.1


Tree=8
num_leaves=53
num_cat=0
split_feature=2 3 1 1 2 3 3 4 1 3 3 3 13 2 1 2 1 4 4 10 2 1 4 8 11 11 4 2 15 6 4 2 14 6 1 12 4 1 10 2 6 4 1 2 13 2 2 1 4 6 6 6
split_gain=277.012 63.8461 42.0612 19.559 14.2886 12.3202 9.58705 8.26104 10.3778 7.98617 6.27458 4.90635 4.30675 3.53934 3.29284 3.14986 3.14087 3.06765 2.64696 2.92476 2.54647 2.45619 2.38234 2.35774 2.2804 2.25051 2.21924 2.06811 1.99414 2.14747 1.97206 1.99055 1.89662 2.06762 1.82413 2.2177 1.71252 1.69831 1.69517 1.67814 1.6147 1.60979 1.59989 1.59131 1.58533 1.51263 1.50722 1.42822 1.40675 1.70212 1.40466 2.16738
threshold=0.036321865394711501 -0.034627137240022414 0.096271857619285597 0.042924579232931144 0.15226456522941592 -0.013764325529336928 -0.26778427511453623 1.4420365468726775 0.50978776812553417 -0.20370897371321914 0.14676633942872289 -0.40342378197237844 0.10678557153389397 0.0016928264521993699 0.99022769927978527 0.1284965127706528 0.10169452056288721 -0.057665264963463414 1.4526980589775988 0.003033429285973264 0.078952822834253325 0.0085356780327856558 0.64486503350714452 -0.0074349849184609665 -0.0083606942874651247 0.050638775919924266 0.68618150553910418 0.0057003225665539512 -0.13717576037080834 0.19835815622590122 -0.084160746272939901 0.00066536068334244202 -0.17064062380302844 0.2259609803164897 0.99751281738281261 -0.19227832494408559 -0.2179151918971515 0.21041989326477054 -0.0065926840970337635 0.0040025992784649142 -0.019592294719348109 -0.45317048452730591 0.11462927982211114 0.97326689958572399 0.060971692649037325 0.00032206001924350863 0.0011398875503800812 0.95733875036239635 1.3937804095445263 0.23553204088130059 -0.20674160456888002 -0.21040728576693041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 9 11 13 8 25 32 12 -1 20 18 40 -3 -6 -10 -4 34 42 -7 24 47 -17 30 28 -23 29 -15 -8 -32 -2 41 35 -20 46 -14 -16 -25 -9 -34 -5 48 -11 -38 -13 -19 49 -24 51 -33
right_child=1 3 6 10 16 21 7 14 17 44 -12 36 37 26 38 22 -18 23 19 -21 -22 27 43 39 -26 -27 -28 -29 -30 -31 31 50 33 -35 -36 -37 45 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.077404549454457905 0.079408310886099898 -0.06368578544925875 0.090510221605727248 -0.034672017850037255 -0.074083277615490425 -0.072525433172055578 0.042639803969774105 -0.031321366528438054 0.089838955425104658 -0.01282068024270451 -0.075833670495201899 0.10188035116454351 -0.014112872941726176 0.057919617334272359 0.0032417064118769115 -0.049163198180476722 -0.013288134260404981 0.022961050942201883 -0.035697496042405623 0.10145457937694922 -0.054029896120314683 0.042124167614006086 -0.097062000341602672 0.077979879329756113 -0.099573358829918968 -0.055425641905724313 0.013183733692166742 -0.031443670961330557 0.069050025508028523 -0.037914595756067315 0.059413422021938514 -0.020589897009562198 0.059110075612051984 -0.015350048816971355 0.09335593920367298 0.047181486980588772 0.063222619946417299 0.033395662643588245 0.055726558187477765 0.040622878360997823 0.0488397447408985 0.017027424215437105 0.0060622100327230319 -0.086578865334488081 0.015431691606234327 -0.013903770889822926 0.019216630186203093 0.060965713868363525 -0.03546762675890746 -0.045044453989425588 0.011553644577544819 -0.21612653202209389
leaf_weight=13.371692770480875 13.731999601324786 81.121698717000982 106.26634861492494 34.596677295790869 22.309417347845738 14.049929966728085 52.65422578639118 19.127712966233961 47.665328998758923 47.570269242773065 37.757163372341893 2.2796920949185724 31.773890082113212 5.9281782255275157 11.129465329577217 9.7781570814549905 13.734410980287064 22.083705894183367 3.6724309764103955 14.090636008302679 61.973040948898415 4.1831349573913021 14.202986417600188 58.089718192932196 116.67860394855234 3.1834592615487045 10.676550015516112 42.520396383395564 59.572784935924574 3.8382780037354678 7.5897407252923577 4.5250967153697275 27.972316090410455 6.460694540408439 7.0957373355049631 26.02633501926903 2.7835443798685473 9.8400283696246316 13.753648539306594 15.244263232103547 2.8764427746646097 13.489269677476843 13.358548096090088 48.244097614908242 34.071283194542048 27.579072801425355 56.138174169092963 17.940746156207751 15.16570479130314 11.377865194372133 27.839136297669029 0.63131495181005348
leaf_count=1007 702 16281 5889 5856 4257 2688 6205 1965 3709 6702 7268 247 5205 473 848 1801 2317 2458 185 268 12269 755 3619 4342 25182 286 1167 7341 4981 247 742 540 2134 571 212 1174 324 1648 748 2405 424 2148 2130 6426 4755 4604 6201 1672 2166 1431 4767 19
internal_value=0 -0.0456625 0.0443189 -0.064484 0.00533018 -0.000232559 0.0577214 0.0459701 0.0530008 0.0194874 -0.0393651 0.0209745 -0.030271 0.0727962 0.00736057 -0.080514 -0.0509352 0.0685369 0.081519 0.0627173 -0.0406419 -0.0358864 -0.0868445 0.0595672 -0.0956828 0.0270482 0.0556504 -0.024841 0.0621842 0.0202557 0.029874 0.0133006 0.0466479 0.0372348 0.0478413 0.0369179 0.0124617 -0.00286964 0.0322705 0.0702259 -0.0208118 0.0454318 -0.0233269 -0.0742688 -0.0010294 -0.00680056 0.0224722 0.0400157 -0.0596626 -0.0739725 0.00266762 -0.0451836
internal_weight=0 665.208 704.407 485.868 179.34 162.906 541.501 304.334 257.447 143.296 189.299 102.152 151.542 237.167 46.8873 296.569 36.0438 161.024 157.151 50.8851 109.928 60.7535 215.447 113.358 126.457 96.423 80.0158 46.7035 69.3392 9.76646 93.2395 40.5853 61.6543 47.9223 36.7945 29.6988 88.7805 41.6139 24.8831 73.334 22.0042 41.4616 47.9552 88.9907 81.6416 30.3626 58.4179 40.0245 40.7466 25.5809 32.9955 5.15641
internal_count=183761 114868 68893 91282 23586 23167 45726 31130 27145 17012 34376 12383 27108 14596 3985 56906 6574 14586 7728 1839 20255 10784 40625 10877 26983 12559 6868 8096 5701 720 12273 6068 5555 4853 1571 1359 11376 6853 1596 6747 2389 4282 7986 13642 11457 4928 6448 4130 7216 5050 5326 559
shrinkage=0.1


Tree=9
num_leaves=53
num_cat=0
split_feature=3 0 3 11 14 0 3 3 15 4 6 12 14 14 6 5 5 14 5 11 0 16 16 3 4 16 14 14 6 4 4 11 3 0 3 5 16 15 12 12 6 3 5 12 16 12 12 8 15 14 6 3
split_gain=206.533 50.9204 19.1332 13.9099 10.2505 5.9042 5.83431 5.77078 3.99415 3.8712 3.70975 3.59539 3.29773 3.24634 3.0813 2.88182 3.11217 2.82512 2.20022 2.07769 2.02677 2.00703 1.93285 1.81752 1.59968 1.58209 1.56749 1.53912 1.50837 1.70146 1.50355 1.50131 1.33992 1.32147 1.30919 1.3032 1.20257 1.14945 2.56912 1.06301 1.04687 1.03221 1.01102 1.00057 1.12741 0.974665 0.95867 0.948255 1.00189 1.20097 1.03468 1.18618
threshold=-0.0021237675100564952 0.0032537278020754461 0.24199371226131919 -0.00086608070520911796 -0.04124520533819629 0.00031033725827001041 -0.3147177724167704 -0.14782290905714032 -0.13456482343528531 -0.2470014094902831 -0.22967669388340375 -0.30221473982519659 -0.10070691981628092 0.13585655965118074 0.1729754548828604 -0.42837343709768255 0.40492293670462259 0.01660191451438359 0.2452481326550757 -0.00086608070520911796 0.010119533631950619 -0.0079807854777221975 -0.01773922395772522 -0.25686473399400706 -0.067803630377856458 -0.027145985335816639 -0.01793666092759973 -0.024117564038764902 0.25932051138059398 1.2265429711238724 -0.052910995205453427 -0.0024161731748662501 0.5248782534399653 0.016069469973444942 0.058318922179751105 -0.64730757382397341 0.020896311735911749 -0.04858569722009129 1.5632236064243428 0.34036545486424702 0.15999168226244956 -0.92462930240435515 -0.24444196253454328 -0.44406583761002072 0.1527809313744764 -0.43072668066728964 3.6280312456611594 0.0026004159811829713 -0.095344615854386652 -0.28119008491823178 -0.24324975721071621 -0.42187399603426451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 11 26 28 10 40 14 24 21 18 22 20 -12 27 -11 45 32 -8 -2 -6 -10 -3 39 47 43 29 33 -25 -13 -4 -5 -24 -33 -22 38 -28 -14 -7 -31 -26 -17 -45 -9 -47 48 49 -1 51 -51
right_child=2 3 19 6 13 8 9 12 23 17 15 31 25 -15 -16 16 -18 -19 -20 -21 36 -23 34 30 42 -27 37 -29 -30 41 -32 35 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 46 -48 -49 -50 50 -52 -53
leaf_value=0.09397376629335126 -0.046840899828233681 0.040873409708810142 -0.043837843575871158 0.070800002898365813 -0.056715960470962529 0.025699420067017816 0.045529081933501914 0.027464847151899809 0.072204531553677828 -0.0084933100581156603 -0.0048583203752442907 0.022895976461000167 -0.021523297464063465 -0.068460124669605493 -0.034323202730783112 0.057398881883003898 0.01365691218729574 -0.044058557304670065 0.0051105494164004218 -0.091859647032067268 -0.0081848064269479364 -0.010658270384419511 -0.025011214928428244 0.070853081331264153 0.070737604503171472 0.015918530370058467 0.042673525562155992 0.041950468667345531 -0.020194863728698938 -0.21663389768515309 0.031921424810301073 0.16603928677203533 -0.087949204539951573 0.029099120376098814 -0.047985134949831199 -0.017769213865030772 0.016364036664702791 0.070146516898184297 -0.18962799697091837 0.014473018404482833 -0.029465905501752696 -0.017223608992150922 -0.028591733790887031 0.086469556689062727 -0.016911882262570017 0.058962793302671068 -0.039013823736038872 0.10431923221842763 0.088884721372452458 -0.07005914567738436 0.06006172392059337 0.069048498824928264
leaf_weight=5.0404392321943305 31.641501654892636 7.5428895884251714 17.564240658142811 13.004799635134988 63.868999290965803 12.729623190141867 13.849835631772292 19.712942988830036 70.08441946291714 48.152441914877272 7.8106473752413867 26.864829760204884 25.832069022668293 72.284508427670517 18.577102864117478 24.181983977206983 13.46233389386907 41.65657115909562 18.931906324287411 96.603780083547463 39.834561025916628 29.749384273447504 59.975193258673244 15.577500841231084 1.1229845414636663 61.048020057292888 2.4203674434102145 20.877378542209044 4.6541145741939536 0.28415810549631748 27.429340128757758 0.37648077867925422 11.393958151355035 18.355997432641743 42.387939365897182 18.419275690204813 39.951781272960943 7.7964119373355043 0.57401708152610798 12.003485560984698 4.695116091053932 1.885998106910846 10.1303038559854 36.969602616649354 1.0804025740362693 30.808651749335699 1.0206116454210121 32.78300561006472 60.956872360024136 1.6731587824178862 4.2383549974765611 0.94489438924938429
leaf_count=157 6448 743 3670 1359 14362 1041 1676 2768 4580 8687 583 3732 4297 14239 2444 2766 1049 8502 2034 17972 5915 5519 12553 1691 159 9662 145 2939 457 3 2833 11 2060 2454 9577 3674 5503 389 15 1872 349 209 910 4353 108 3626 101 1087 2210 42 198 28
internal_value=0 0.0324844 -0.0513754 0.0150843 -0.0392245 0.0700186 -0.0027477 0.0297259 0.0553997 -0.0095239 0.0461938 -0.0135135 0.0177447 -0.0507622 0.00286035 0.0535569 0.0582816 -0.0249951 0.0342712 -0.0848067 0.0102425 -0.0293153 -0.04306 0.0622656 0.0052918 0.00596238 0.0863957 0.0655056 0.0330904 0.0404931 0.0460461 0.00773504 -0.0612369 0.0464218 -0.0345312 -0.0139357 0.00410855 0.0499589 -0.00270578 -0.0101019 0.0108203 -0.0448665 -0.0185845 0.0733937 0.0835277 0.0449768 0.0558013 0.0901088 0.0836906 0.0569853 0.0296225 -0.0197273
internal_weight=0 779.687 471.13 532.744 345.568 246.944 240.207 292.536 130.516 202.022 123.179 107.051 169.358 238.517 112.213 104.382 96.5717 89.809 70.4741 125.562 93.6362 61.3909 166.232 113.091 18.7962 98.8836 116.428 83.1094 38.1851 33.531 43.0068 45.6606 28.9582 31.3608 102.363 18.7958 79.7863 10.7908 2.99438 37.8356 17.4247 2.17016 11.2533 62.232 38.05 51.5422 31.8293 105.637 72.8537 11.8968 6.85641 2.61805
internal_count=183761 89944 93817 75179 70115 14765 37209 37970 10494 32727 13610 19384 24360 50731 15538 11798 11215 17189 8529 23702 13094 11967 36492 9104 1812 15831 4271 10166 4482 4025 4524 7417 5730 3813 22130 3685 11418 549 160 6169 1390 212 1069 7227 4461 6495 3727 3722 2635 425 268 70
shrinkage=0.1


Tree=10
num_leaves=53
num_cat=0
split_feature=1 0 1 1 0 3 3 4 0 0 7 0 5 1 0 7 4 4 7 4 5 10 8 9 4 3 5 3 1 9 4 8 4 4 1 5 16 3 0 4 9 9 1 10 5 0 4 5 5 8 5 9
split_gain=188.345 49.1209 25.7422 19.6355 16.6467 10.3506 7.07728 6.99826 8.17413 6.56082 5.47605 3.67413 3.65453 3.25357 3.18562 2.91103 2.90469 2.8527 2.73342 2.73012 2.63216 2.50534 2.45602 2.263 2.09783 1.85073 1.84813 1.69131 1.68318 1.66512 1.65199 1.59623 2.9715 1.83385 1.52074 3.09492 2.4771 1.50052 1.48475 1.46521 1.64722 1.4609 1.45766 1.45249 1.34689 1.27924 1.2729 1.28524 1.24695 1.23035 1.19827 1.1485
threshold=0.096271857619285597 0.011030515655875208 0.48765388131141668 0.014148350339382889 0.00040873955003917223 -0.056163265369832509 0.053270771168172366 1.307106171016563 0.00214066228363663 0.043883757665753372 0.0017768017077263649 0.00079395517241209756 -0.48984302488244985 0.94358405470848095 0.0026866979897022252 0.00019747715880512331 -0.14924343101282012 0.38725462456845894 0.039073099703565393 -1.2610333098730926 -0.42837343709768255 -0.0027353175324633917 0.0084080099029811839 0.024442665541573382 -0.11363680218914435 -0.15336401222157289 -0.39937354130980779 1.0000000180025095e-35 0.96336841583251964 -0.055429752937989123 -0.084160746272939901 -0.01878076980670455 1.4527123158301227 1.3937804095445263 0.99297258257865917 -0.22524015370372527 0.020896311735911749 -0.37136246193404071 0.23249764740467074 0.38726677635161871 0.0043973437746025303 -0.018219626038907522 0.0018371290643699469 0.059029569975341707 0.41636233329028677 9.8686759884003563e-05 0.99280943769331198 -0.41267825887599424 -0.042512532672724181 0.00078662274891602854 -0.45103345331402117 0.028857771667648319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 41 11 10 12 21 18 -5 -1 14 16 -4 -11 19 -15 30 -14 50 -9 42 -20 -13 -12 -19 -7 49 -8 -6 32 37 -33 48 36 -36 -10 -22 40 -28 -2 -3 -27 -41 -46 47 -24 -35 -23 -17 -31
right_child=2 3 7 6 9 27 29 8 31 15 25 24 13 17 -16 20 -18 26 23 -21 38 28 46 -25 -26 43 39 -29 -30 51 -32 33 -34 34 35 -37 -38 -39 -40 44 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.094654900385641588 -0.01730288958505077 -0.095252164822292623 0.070716189629480217 -0.04236523981791137 0.03660220081570479 -0.005339070659220505 -0.10649324286791005 0.03138458124665694 -0.19134741125961441 -0.030909317407839226 0.022089858110351412 0.05249561846800041 -0.12103360136196835 0.095956605463902195 -0.03847043299419229 -0.046730934260366758 0.04654840315562489 -0.031230085229715095 -0.048384130757909483 0.082278181462637726 0.01507907112300752 -0.048763668703722202 -0.019979888612024876 0.027612752026271854 -0.007226897900594928 -0.013417023588990211 -0.012837158513596734 -0.068651016909216198 0.087423865205855281 -0.059230146905845271 0.011242315760656501 0.10028964909329655 -0.0040097197259232817 0.073212778561462924 0.05910616346369299 0.049653755397476323 -0.20353003958702554 0.013452248248576208 -0.041780252867749938 0.086792712238792299 0.10574985809270171 0.088266424836325769 -0.073552492285411178 -0.099830004902472624 0.087037915915107053 0.033541807892859543 -0.041163892471701276 -0.076682613363209945 -0.015855682711973434 0.087791732676241116 -0.18240174641214829 -0.0072739832657453853
leaf_weight=18.283204135252163 1.3646994485752681 70.602158852401772 4.7265652052592468 103.85826501843985 68.776759594780742 22.260791510831044 7.2102417916466939 15.891720706131307 1.4492260251427067 47.011464980045275 15.515788323449668 25.714767251847661 0.65650412917602707 59.584401963889832 6.1011254767072387 3.2214233599370345 83.014893285100698 1.9329117614543054 9.452421728899937 40.737357115198392 45.21162086132972 1.654822731623429 4.4429212508548508 6.6685905600606921 7.6191658677416845 83.595667795423651 4.180917812511324 5.1896827569653388 28.417216107132845 73.780780678223891 41.027153574745171 2.3219689371180712 8.339379469980484 1.6960064558079455 0.57615854789037324 12.858492919767738 0.90816428326070309 0.47022861405275662 5.0945218030174138 30.189382234821096 1.607945844531059 30.225464112125337 55.974451189158572 1.974480651639168 7.0086235562339452 12.39984366414137 20.604683052937617 41.215909669685061 19.003050150480707 1.0721805333159862 0.80546116927871381 4.5204915034555588
leaf_count=932 80 13913 155 20948 8822 3746 895 886 11 9163 2194 2480 25 4940 448 485 11269 148 1061 4705 8367 102 741 615 1372 15559 162 1076 729 18817 7360 373 884 201 22 1069 23 80 1138 4222 33 1145 14491 214 110 513 3435 10379 2427 52 40 1030
internal_value=0 -0.0408008 0.0395654 -0.0527547 0.0157013 0.0322624 -0.0363273 0.0573764 0.0341819 0.00624405 -0.0262405 0.0586409 0.0660811 0.0686311 0.00922973 -0.0126941 0.0573567 0.0806189 0.0214851 0.0790036 0.00307153 0.0637425 -0.0774921 -0.0169516 0.0388482 -0.0096691 0.0646506 -0.0173449 0.0802264 -0.0604919 0.02713 0.00497285 -0.0299344 0.0145668 0.00883907 0.0338445 -0.102086 -0.141509 0.00930831 0.0680055 0.0203228 0.0836987 -0.0856677 -0.0154311 0.0735617 0.0529212 -0.0618563 -0.0711749 -0.00850175 0.00514467 -0.0745434 -0.0562329
internal_weight=0 562.363 605.659 483.296 258.86 79.0676 290.456 346.799 94.6586 227.269 204.944 51.6171 252.14 241.313 10.8277 101.344 124.409 116.904 125.925 41.3939 54.333 47.0359 192.84 16.121 33.3339 101.086 57.3196 27.4505 31.1442 85.5115 109.804 47.6227 10.2588 37.3638 35.0419 14.3428 1.48432 1.91945 50.3061 55.3867 5.78886 31.5902 126.577 85.5701 49.5978 19.4085 66.2635 45.6588 20.6991 2.727 4.02688 78.3013
internal_count=184087 112222 71865 102616 38276 9606 59657 33589 6859 37051 38915 4784 26730 26127 603 19193 15999 10128 17858 4730 10030 1769 42959 1676 3852 17967 5188 4822 883 20742 16182 5090 975 4115 3742 1114 45 91 9505 5040 195 1225 28404 15773 4845 623 14555 11120 2628 154 525 19847
shrinkage=0.1


Tree=11
num_leaves=53
num_cat=0
split_feature=2 1 0 1 0 6 5 0 0 0 1 5 2 7 1 2 16 0 5 6 6 8 0 1 0 5 11 1 5 15 1 8 2 15 11 9 1 9 9 2 9 2 2 2 5 5 5 15 0 12 8 15
split_gain=168.938 44.5295 21.8926 18.4981 6.90811 6.85768 7.1309 5.07123 4.39464 4.05604 3.6951 3.44572 3.42558 3.16485 2.69208 2.66675 3.17372 2.65155 1.97192 2.97541 3.41125 1.88669 1.87752 1.86298 1.67999 1.65053 1.43893 1.43621 1.3912 1.36146 1.3395 1.27876 1.26271 1.25718 2.22442 1.25529 1.20779 1.20441 1.19482 1.18659 1.14517 1.06236 1.03949 1.03669 1.24083 1.03155 1.29383 1.00334 0.990688 0.98077 0.96221 0.981583
threshold=0.067615494132041945 0.20320703834295276 0.0054407317657023677 0.048254471272230155 0.00079395517241209756 -0.2017647532207226 -0.48984302488244985 0.02106235641986132 0.20167271047830584 0.00040873955003917223 0.016987079754471782 0.41063039007622643 0.19779406487941745 0.0012729834214718855 0.65366470813751232 0.0057003225665539512 0.011054232246828857 0.0041402194183319816 0.1946199671678929 -0.25522251666872059 -0.23912238392041915 0.0084080099029811839 0.046430911868810661 0.99022769927978527 1.8220578567706983e-05 -0.025070599517739812 0.050638775919924266 0.30583702027797705 0.41855727840945234 -0.09168123020727055 0.25070759654045111 -0.0039570165293741346 0.00074793724343180667 -0.19591727708846654 -0.031816480519949217 0.017230296826758425 0.096271857619285597 0.050323706859821772 -0.030124603392919443 0.0016928264521993699 0.024442665541573382 0.11029495298862459 0.00059602572582662116 3.7948511817376136e-05 -0.33078343134898619 -0.45103345331402117 0.24017729874018065 -0.040257623299095692 0.15173389762640002 0.40475189463852151 -0.0067883681002881219 0.027740598858714768
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 12 24 18 -7 35 10 38 39 14 17 30 -8 48 22 29 19 -6 42 -14 36 -20 -3 37 -18 41 32 -2 -9 43 -13 34 -24 -5 -17 -11 -1 -4 -19 -15 -21 44 -16 -23 -47 -26 -12 -25 -46 -52
right_child=3 4 8 7 5 6 11 13 -10 25 15 28 21 27 31 16 26 40 23 20 -22 45 33 49 47 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 50 46 -48 -49 -50 -51 51 -53
leaf_value=-0.050715863238808646 -0.085469368795056233 0.1016284705594493 0.040383988345033484 0.0068046216514332826 0.077258312332896928 -0.020908161909336569 0.043254480413139611 -0.054744029016030975 -0.058594141526196276 0.001999590727206779 0.031629977038067213 0.02776121206059326 -0.087200299973395373 -0.0082568073282315059 -0.14690544651920795 -0.016384936859229138 0.0090158012138503892 -0.060042671134222993 -0.032485824967579999 0.022997232046003777 0.077058351340751743 -0.0093509745904281471 -0.20333555850573931 -0.030492943947981122 0.051808892332035589 0.052194500575331794 -0.060203480172080964 0.018372643622142758 0.05863890256020448 0.083881629298141899 -0.018922246968681899 0.079708726662442497 -0.030552817057608175 -0.028131472855553091 -0.04759045857166129 0.066455716452316863 0.017199235770021346 0.062921317136628144 0.084986095565327782 -0.045235565309313636 -0.0095931842318052254 -0.037104268497692279 -0.040506484896713921 0.062893757535443212 0.065102641071366277 -0.079905696958434413 -0.047214447809826476 0.075703707228916881 0.15624091826174927 0.03029595265904644 0.059558075183647141 -0.12848777394013877
leaf_weight=0.65395260974765079 0.59954445611219886 19.227130517014302 1.7041720229608497 16.834701690968362 9.7553992803732417 12.398481370124498 56.651114077052625 55.887107326037949 18.104312461189693 17.739122991886692 15.001469920593077 8.5933988179313037 102.99850301512924 24.258946789353104 0.43016390549019012 36.883007523996639 92.801247001036245 58.866170515379054 13.000179516733626 3.7191823446191874 5.0297261687228447 3.2329842373728743 1.1291956554632632 3.3059907668503028 24.818485579249682 21.620884444273543 3.0862175393849602 9.7653124283388006 6.2576632560812859 2.0631247329583848 12.865680679416981 62.670650400948944 6.5110489891376337 34.449021787811944 4.6727851637697304 4.4472134229145004 15.070085212399134 3.954438953776843 26.910713535791729 28.13964958172437 4.879669461894081 26.958872743634856 8.3119269847520609 63.652731325797504 2.4057540779467681 32.351831910666078 19.51465628000733 61.814941922086291 0.6504032011143871 13.197091081179677 0.47659066377673143 0.62145429034717381
leaf_count=47 52 566 431 2881 1412 1034 10231 13323 4143 2656 2853 517 26692 4616 19 6455 16059 14568 1517 209 779 562 26 295 1379 2341 340 2018 811 190 2545 8407 594 7363 792 318 2422 291 1144 7154 1118 5975 799 8941 175 9352 3303 3327 50 919 51 25
internal_value=0 0.030043 0.00267084 -0.0529831 0.0531042 0.0447945 0.0527432 -0.0259177 -0.0111547 0.0517558 -0.00747371 0.0571291 -0.0711855 -0.0333392 0.0614775 -0.00265859 -0.00596004 -0.052099 0.0136434 0.033261 0.00804958 -0.0791961 -0.019205 -0.00419661 0.074836 0.0326512 0.00677728 -0.0167482 0.0190628 0.0454387 -0.0480473 0.0693961 0.00261758 -0.0354121 -0.0784251 0.0193143 -0.00664062 0.0131468 0.0817364 -0.0403255 -0.0561845 -0.0234484 -0.0208706 0.0598154 0.00994821 -0.0642106 -0.0676259 0.0688703 0.0369777 0.0180989 0.0298431 -0.0472171
internal_weight=0 705.42 322.571 375.524 382.849 276.989 220.669 151.018 251.692 70.8791 233.587 208.271 224.506 129.736 186.908 203.743 188.092 66.4085 56.3195 26.8162 17.0608 158.098 92.2041 29.5033 105.861 43.3144 95.8875 60.9831 21.3621 2.66267 68.7528 130.257 15.1044 40.251 5.80198 21.2819 51.9531 21.6936 27.5647 29.8438 63.7458 51.2178 12.0311 67.5867 3.93396 55.0995 51.8665 86.6334 15.6519 16.5031 3.5038 1.09804
internal_count=184087 96574 54567 87513 42007 36735 30805 31676 48088 6479 43945 29771 55837 28477 27849 36360 33457 15928 5930 3199 1787 39909 17058 2731 5272 5288 16399 12609 1922 242 15868 17618 1111 8181 818 3199 8877 2947 1191 7585 15686 10591 1008 9211 270 13217 12655 4706 2903 1214 251 76
shrinkage=0.1


Tree=12
num_leaves=53
num_cat=0
split_feature=2 1 2 0 3 0 4 3 1 1 4 1 4 3 6 6 5 4 2 2 6 4 2 11 16 6 0 5 0 6 4 3 6 2 3 0 10 3 16 11 5 3 10 6 2 0 5 16 1 5 5 3
split_gain=126.343 37.6144 16.3634 15.5231 8.91354 6.2324 7.23944 6.09527 5.81736 4.58966 3.2488 3.00797 2.54574 2.41814 2.04217 2.37615 2.11534 1.96166 2.12344 1.98539 1.80499 2.09938 1.68508 1.79692 1.67286 1.66652 1.93424 1.37155 1.35967 1.51824 1.34651 1.28829 1.28455 1.33975 1.26831 1.25908 1.2365 1.22456 1.23527 1.21419 1.19183 1.17756 1.16576 1.14583 1.13112 1.10265 1.09656 1.08795 1.06458 1.04611 1.01917 1.01624
threshold=0.065737672150135054 0.21041989326477054 0.25241838395595556 0.0024143621558323507 -0.13283872557803986 9.8686759884003563e-05 1.4420365468726775 -0.0043934723362326613 0.81989970803260814 0.99507576227188121 -0.052910995205453427 0.065454669296741499 1.4527123158301227 0.18767005857080224 -0.22232009304382533 0.20018402498989959 -0.48984302488244985 1.1731789138043924 0.98093459010124218 0.53292444348335277 0.19835815622590122 -0.17679121812530726 0.010091976262629034 0.058148585934557614 -0.012776981319677425 -0.195566419359503 0.0047547847498208293 0.40492293670462259 0.022570261731743816 0.21234593367844584 -0.47938564353706692 -0.92462930240435515 -0.23413093289938638 0.00059602572582662116 -0.011922426521778105 0.0061463874299079188 -0.008926005034582931 0.10491197626106442 0.0078557758548877775 -0.04931498055486077 -0.38747185212339413 0.29546036431565886 0.0018681842103043607 -0.25242070548046508 0.0060839660000056037 9.8686759884003563e-05 -0.26365441146214169 0.0070462758924832872 0.083826534450054183 -0.525249290752418 -0.23472244410992935 -0.06352149415761231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 22 35 46 8 28 20 12 -10 41 -8 24 42 16 -16 19 -19 39 21 -7 23 45 44 26 -14 -21 29 30 51 -11 33 -23 -24 -2 -33 38 -13 -4 -38 -6 43 -12 -9 -1 -3 -30 -41 -22 -20 -5
right_child=2 5 17 7 11 6 9 13 10 31 14 37 25 -15 15 -17 -18 18 50 27 49 32 34 -25 -26 -27 -28 -29 47 -31 -32 36 -34 -35 -36 -37 40 -39 -40 48 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.072223094465992579 0.057530620099892529 0.11745301542829895 0.039666007402597458 0.042765837994195414 -0.045893330218418037 0.059688661043691062 -0.051658021066181808 0.02721295474293961 0.093902458473641717 -0.054467112839213155 0.076733402598374453 -0.030728699243195559 0.02243256782542663 -0.069874492763188287 -0.023897555940210785 0.039132542713130637 0.07807949334283959 -0.027467898747745606 0.043024358226231074 -0.094206126961215941 -0.036202375975115025 0.068703807856167601 0.075475623661963379 -0.12189481348465846 -0.010553792617231311 0.054976455704342619 -0.033159570955571753 -0.055850327071217079 -0.019345888480580886 -0.018277182211890144 -0.00020045943390173491 0.020332264582288085 0.035680269173060164 -0.029567042382887484 -0.020109490630600031 0.0094081355948767986 -0.13002545337488758 -0.052210577764776556 -0.0020768113193458688 -0.074494044171641377 0.080636591356391937 -0.078409552912200628 0.065654348713864455 -0.026594003948082614 -0.04437208876849158 0.022568101894090822 0.075344578259580991 0.0036214342894954083 -0.03924985262778246 0.020884040108794577 -0.075483608748534839 0.0098098712741685381
leaf_weight=6.366292466525926 7.0258530760766034 7.3953174903290337 1.1421187787200313 23.255322980723577 73.912197703884885 37.467234807976638 9.7859219330712204 2.3508954668504876 30.567135499237338 1.0626200775150234 1.2938916928251272 32.384247171379684 12.962463287520224 13.234444914527556 2.1095163944992228 30.490503608802101 51.904191117930168 17.98293018014374 0.73626807029359298 63.898411680078425 3.5800856352434485 1.7508604991598966 23.921185996456192 0.71562487131450225 43.62963101335481 5.8149524024920565 12.069383233436382 11.026141966387511 38.567843470198568 14.179822727091958 25.078558130473539 5.8919566045515284 34.342053259701061 6.4220392639981583 1.4666506981302507 23.880982629132632 0.25943249510601596 12.144382219914403 28.098655925979983 29.863614271915139 12.127320738800327 13.154796484894176 3.063963652937673 5.8929208965855633 33.625593573724473 15.027712823997716 39.863740539323771 44.299083424397395 12.115065562451489 29.877549315715441 25.463198251702124 15.669935147925569
leaf_count=281 602 279 258 2543 20285 5390 650 508 3654 37 182 7215 854 3203 146 2425 8883 4008 128 22473 390 100 1558 57 10121 1246 1583 1879 7282 1962 5657 493 7740 823 242 3971 11 3052 6123 8795 732 3071 200 376 8474 1664 1432 7989 3239 3222 3982 2255
internal_value=0 0.0257336 -0.0486454 -9.33276e-05 -0.0287732 0.0482297 0.0428868 -0.00991029 0.0506885 0.011822 0.0655403 -0.0382862 -0.00726687 -0.0303149 0.0563752 0.0614877 0.0740903 -0.0719875 -0.053968 -0.0787229 0.0342734 0.0424311 0.0523661 0.0321429 -0.0237242 0.00683732 -0.00437626 -0.088576 0.00185437 0.0113126 0.0178713 0.0518945 0.0272041 -0.00841235 0.0699436 0.020374 0.0581242 -0.0232507 -0.0174223 -0.0615734 0.0760462 -0.050821 0.0141959 -0.00784928 -0.0396833 0.0373913 0.0819752 -0.00706983 -0.0643433 0.0147598 -0.0721266 0.0295094
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internal_count=183725 94644 89081 53796 44319 40848 39137 49994 33531 5606 15866 39746 4333 22306 12212 11454 9029 44762 8118 36644 17665 14053 3802 2002 19103 3683 2437 24352 27688 12417 10455 1273 8663 923 1800 4573 1236 16390 13338 12292 743 23356 758 558 8982 1945 1711 15271 12034 3612 4110 4798
shrinkage=0.1


Tree=13
num_leaves=53
num_cat=0
split_feature=2 1 1 3 3 8 13 1 2 15 2 2 3 3 3 16 15 3 13 5 5 8 3 14 7 3 6 14 7 6 5 13 16 5 5 6 6 1 6 16 5 14 1 3 1 6 15 7 12 6 7 14
split_gain=103.875 31.662 14.2472 12.2058 6.25768 5.18391 3.50906 3.24491 2.7566 2.551 2.29826 2.27607 2.25489 2.03873 2.03514 1.89421 1.76832 1.43967 1.53597 1.43409 1.43209 1.41501 1.34694 1.20882 1.16985 1.16199 1.15172 1.12094 1.09753 1.06688 1.00568 0.998376 0.924183 0.92086 0.897337 0.988228 3.20896 3.80441 1.54633 1.4942 1.13589 1.07547 1.0381 1.20041 0.873757 0.870038 0.869904 0.867939 0.888323 0.864579 0.825647 0.805078
threshold=0.065737672150135054 0.20320703834295276 0.037793561816215522 -0.059594387188553803 -0.14782290905714032 -0.0081393796794229142 -0.32111629995001967 0.0085356780327856558 0.013774838298559191 -0.099339609693796155 0.27377231419086462 0.0016928264521993699 -0.88539656996726979 0.30686125345528131 0.18767005857080224 0.0039065985193397742 -0.20752663088554024 0.27208005078136926 -0.060064789273769667 0.41636233329028677 -0.22938790340069778 0.011936731945522734 0.042127283290028579 -0.10070691981628092 0.051121744799855942 -0.52307337778620411 -0.24580405555463994 -0.42890147155098618 -0.054931091816334744 0.012580274514623745 -0.011023141426916485 0.27895362572246779 0.0015682001301780663 -0.51489195722640246 0.41347631309635474 -0.018034922190491177 -0.020145175129254646 0.99814778566360485 -0.23912238392041915 -0.14126773977779444 -0.22266580858954413 -0.34277443538136876 0.9968472719192506 -0.57471228291979048 0.99814778566360485 0.22056190525538538 -0.041356259561188512 -0.00019217391525557065 0.90627083033902645 -0.34924945630199383 0.0060939744800778588 -0.23903087075538401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 6 30 16 -1 -5 33 20 17 34 -13 21 15 -10 27 18 -6 22 -8 28 24 45 26 -18 -14 -3 -2 -24 -4 -27 -20 -9 35 36 38 39 47 -38 44 -41 43 -43 -37 -11 -39 48 51 50 -49 -7
right_child=2 5 4 7 10 11 9 8 14 23 -12 12 19 -15 -16 -17 25 -19 32 -21 -22 -23 29 -25 -26 31 -28 -29 -30 -31 -32 -33 -34 -35 -36 40 37 46 -40 41 -42 42 -44 -45 -46 -47 -48 49 -50 -51 -52 -53
leaf_value=0.069115464045926264 -0.0025352110892304007 0.066730601365270106 0.0021038544060864319 -0.060333533737559931 -0.040221676562565228 0.0016371647264915919 -0.043754804110943138 -0.07786660653282064 -0.030306921191326709 0.056319527973849572 -0.062274910285757025 0.10677862241206743 0.013498324333193899 -0.081852935374631342 -0.066809383370613068 -0.0040984768274820553 0.052660190101155607 -0.065974248400929539 -0.026750959548073151 -0.0097603632640199597 0.0061094949083385129 -0.040473463307959666 -0.036084530318574608 0.018923194754730397 -0.009862470411954866 0.018609506073533118 0.053540985957586565 -0.038603307367449685 -0.066709802684668223 0.044200383605190276 0.040305915553830216 0.043496482916333498 -0.0021543995930105725 0.018389987707573451 0.046695564065008049 0.06198061016563855 -0.13766898052852983 0.029219139338315783 0.090064820481361108 0.13390391804920521 0.092401989884455207 0.060550537938679587 -0.094428039181918777 -0.03373714460074223 -0.035997043313961662 0.0071198940127335485 0.12826839200240403 0.03376543327765421 0.090083364395736859 0.06561540109052641 -0.041612701448004788 0.072418663862190272
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leaf_count=1050 797 97 2792 4630 8664 199 1022 126 12082 2210 7334 460 1203 13684 2230 12107 1879 2330 7123 692 2937 9406 667 8663 435 7935 11913 666 27507 575 1812 3253 7632 5878 1231 719 37 33 3685 28 3564 117 35 252 76 415 61 364 401 338 163 216
internal_value=0 0.0242279 -0.0456611 -0.000286406 -0.0234608 0.0455663 0.024257 -0.0179396 -0.0132663 0.0176157 -0.0329397 0.0544553 0.0422024 -0.0652391 -0.0199011 -0.0162658 0.0275355 -0.0267087 -0.0231721 0.0382826 -0.00753046 -0.0581661 0.0418227 0.027494 0.0458227 0.0309667 0.0487464 -0.0206489 -0.0647296 -0.00107176 0.0194925 0.0255881 -0.0137142 0.0148751 0.0630439 0.0673795 0.0602197 0.0147702 0.0708612 -0.0227012 0.0812135 -0.00760505 -0.0175171 0.00134684 0.0513731 0.046649 0.0951593 0.055805 0.071233 0.0370743 0.0148781 0.0425226
internal_weight=0 605.263 327.839 281.679 153.649 323.584 117.839 163.84 147.593 102.664 125.875 216.712 89.3479 174.19 119.438 110.87 106.872 103.85 95.2951 84.2612 28.9567 122.231 78.4806 73.7073 71.7853 99.7739 68.2063 7.09849 89.1225 6.69534 27.774 79.982 61.3141 28.1544 127.364 100.624 66.3691 12.5994 53.7697 8.60229 34.2546 7.62043 7.136 5.74437 9.36795 22.7608 3.99711 30.178 16.5209 13.6571 7.69755 6.57062
internal_count=183725 94644 89081 53350 37687 41294 16297 37053 32423 15247 33083 27464 15945 51394 26419 24189 13830 25749 23419 15485 3959 37710 14793 11288 13551 13067 13116 763 28304 1242 4604 11188 14755 6004 11519 10288 5929 563 5366 469 4359 432 404 369 795 2625 94 1681 816 865 527 415
shrinkage=0.1


Tree=14
num_leaves=53
num_cat=0
split_feature=2 3 2 0 1 4 0 1 13 2 1 4 0 3 4 2 1 14 8 1 6 6 6 16 8 3 8 7 3 6 7 13 4 1 2 7 2 3 16 3 12 6 13 3 1 16 6 7 7 0 6 16
split_gain=88.8069 29.6474 13.1133 8.14439 8.20515 8.35033 5.83372 4.67807 2.59248 2.28116 2.19549 2.16207 1.84293 1.81737 1.75963 2.3547 1.70786 1.64651 1.54829 1.52661 1.3821 1.92588 1.29832 1.23418 1.19479 1.60148 1.12906 1.09667 1.08105 1.06465 1.05672 1.04062 1.03153 1.13254 1.20557 1.0357 1.02793 1.00763 0.947845 1.25503 0.943211 0.935702 0.909439 0.894983 1.41752 0.867215 1.09669 0.88961 0.848871 0.844114 0.808762 0.798943
threshold=0.023464919999241832 -0.074340387014672146 0.18603847920894626 0.00052909657824784528 0.53205433487892162 1.3517444133702383 0.0061463874299079188 0.063456192612648024 -0.088471952638870616 0.1080269366502762 0.99507576227188121 -0.067803630377856458 1.8220578567706983e-05 0.33196734434750402 0.64486503350714452 0.53292444348335277 0.0028668220620602374 0.28412603776905931 -0.020954253263853178 0.00058921347954310488 0.2604475303210681 -0.24580405555463994 0.21747320042371837 -0.022760434784213572 -0.01763067187371193 -0.16400423529557881 -0.0081393796794229142 0.07491193016125311 0.25179233029484754 0.0330501180870117 -0.066782209864064704 0.0077451804513289334 0.67709045053299077 0.037793561816215522 0.0024537161225453023 0.010879696003495205 1.1280690159765074e-05 -0.50020676525309671 0.013485556789043077 0.082029022742062821 -0.2396163268966203 -0.25242070548046508 0.038749992067213572 -0.021712558344006535 0.99876272678375255 -0.01773922395772522 0.48910433473868087 -0.014523682787083098 -0.0020831291884319306 0.00022535544849233705 0.19835815622590122 0.20797519921250671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 7 12 16 11 40 17 -9 22 29 36 -1 23 15 -4 -5 30 50 28 21 41 37 -10 25 -12 -23 32 -16 -7 -3 -11 33 34 -20 -35 -6 -8 -32 -40 49 -13 -39 -26 -45 47 -47 -14 -36 -2 -18 -42
right_child=1 2 14 4 5 10 9 8 13 31 24 20 45 -15 19 -17 18 -19 27 -21 -22 26 -24 -25 43 -27 -28 -29 -30 -31 38 -33 -34 35 48 -37 -38 42 39 -41 51 -43 -44 44 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.090257657091468393 0.09497301837334586 0.0086307885678973528 -0.056792755654301974 -0.055374754344370995 -0.19895261523948438 -0.014352097612878185 0.053958857454964815 -0.038844270189601959 -0.017054972440477833 -0.042397129022527874 -0.081726184026320592 0.06715327735000709 0.08766659554028311 -0.071780147508087838 -0.047227983184266444 -0.089837615387065417 0.0014241833667275067 -0.0797303934211092 0.06440629954027699 -0.031656035465065353 0.025296935257771293 0.040169740087042265 -0.01795919925129516 0.0093220522891583682 0.065595444125599076 0.05139353015042343 0.071881104364185128 -0.035565194465055759 -0.08151708672544096 0.055099179116939359 -0.045742179271879173 0.0021647391156426328 -0.0047633791089156663 0.038487207285722913 -0.034423814584756213 0.01233335796609639 0.080520007916556946 0.00038314638291658972 -0.016978474604043149 -0.053649919848019437 0.029451597645412664 -0.016110678688208764 0.028063278997243781 0.03933656046654202 -0.14503484804326944 0.069667941613978421 -0.048429514390643642 0.038565997764702598 0.010198925739493022 0.052838681008718372 -0.039851523136442218 -0.10720597514229764
leaf_weight=19.675391341865179 6.7279863707954126 5.0805161259122533 43.528458493190556 3.8283744447107884 0.1159589639864852 26.936998094606682 7.478635396459139 25.515348058635936 26.391624244122795 12.563311572957902 1.7340684983646499 1.830895705061266 4.1897650910541406 3.6012741575141254 19.071103358495748 43.040347464870138 14.221083296433791 9.2677151591924467 2.7521491822990383 24.471240004866559 18.444472675662837 15.866486010287188 10.843937954050487 54.013445865766698 9.8689287218439841 1.8500504664261814 39.095584544964368 3.7936276610998894 17.95031889450911 2.3868156303651622 65.458200432225567 8.9787666376359976 15.45506516372552 44.32989275878208 6.7702793190546862 23.024995834610309 33.925700418069027 23.282711606407247 33.921609206205176 12.872679605210577 4.1377448401763095 4.9851357332663602 24.197551240969915 1.7717015254893334 0.52613934688270081 33.33891306364967 0.79363402724265952 30.971400862719747 11.446649828802032 16.584798480849713 7.1073309790372141 0.45958950102794904
leaf_count=673 271 1372 15163 1172 3 3408 1247 6235 6164 3192 118 336 201 814 4093 17420 2358 1825 723 8022 1941 3422 1707 12360 767 171 7564 514 3160 529 19843 2154 3318 8923 1746 4337 4809 4315 8263 3770 629 423 4675 230 44 2230 47 1990 2895 1616 1118 31
internal_value=0 -0.0273639 -0.0407083 0.0367347 0.0286626 0.043959 0.0171169 -0.0260753 -0.0109395 0.00439534 0.00750659 0.0583353 0.0632229 -0.00245753 -0.0640385 -0.0732369 0.0102961 -0.0391659 0.0122538 -0.0510717 0.0493534 0.0565265 0.0136418 0.000662396 0.037598 -0.0130971 0.0627424 0.0171335 -0.0638843 -0.00866945 -0.0359504 -0.0238371 0.0190656 0.0232354 0.00293746 0.0295522 0.0794657 0.0198807 -0.0379692 -0.0270828 0.0569012 0.00637068 0.0144951 0.0525292 -0.0036605 0.0555257 0.0668985 0.0444577 -0.00640223 0.065061 -0.0123518 0.0154335
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internal_count=184351 128341 108504 56010 50869 23765 19837 60646 25573 17290 5267 18498 5141 19338 47858 32583 27104 35073 25932 15275 13686 11745 11944 18524 1330 289 10986 22456 7253 3937 33248 5346 21942 18624 5364 13260 4812 10237 31876 12033 2547 759 8990 1041 274 4468 2277 2191 4641 1887 3476 660
shrinkage=0.1


Tree=15
num_leaves=53
num_cat=0
split_feature=2 3 2 3 1 3 4 1 2 3 5 9 4 2 13 9 9 13 5 1 2 4 2 2 1 13 4 9 4 4 1 1 3 2 2 4 13 12 13 9 16 13 4 5 1 5 3 2 5 4 3 5
split_gain=74.5229 24.9247 10.2464 8.56068 4.64262 4.48991 4.45757 3.89573 2.18798 2.17224 1.96559 1.79936 1.63409 1.63997 1.50567 1.4677 1.44544 1.52086 1.39307 1.61614 1.35939 1.34666 1.47253 1.36187 1.61483 1.29624 1.28811 1.13503 1.1292 1.57475 1.11773 1.3278 1.4212 1.11415 1.043 1.24975 1.03321 1.012 0.976313 1.28167 0.937508 0.920817 0.910586 0.943152 0.894818 0.891475 1.02269 0.926425 0.886081 0.872278 1.38158 0.892738
threshold=0.026150474324822429 -0.061557651963084929 0.22656545042991641 -0.23776659253053364 0.46670718491077429 -0.34178045438602561 1.136308963139798 0.10998402163386346 0.18603847920894626 0.22457558265887204 -0.48984302488244985 0.076419378223717957 0.42992163090397206 0.53292444348335277 -0.3297765680311357 -0.014270469321304635 0.02217624907473718 -0.058006582993725089 -0.51489195722640246 0.037793561816215522 0.98093459010124218 0.30690221047819249 0.0022328734630718832 0.00059602572582662116 0.99751281738281261 0.0095786563469014256 0.6709472766131529 -0.075544567233527302 -1.0949240173038122 -0.093616626523592664 0.99507576227188121 0.99876272678375255 -0.034627137240022414 0.0026765336515381937 0.0029025207040831451 -0.18974273406198727 -0.10473415517775563 3.4855280271794675 0.16061239139175479 0.045383648883924647 0.031444319521115531 0.19924901310307744 1.3937804095445263 -0.035753135808672724 0.0056445214431732902 -0.01920498937613474 -0.70024702834598418 0.026838894933462146 0.26614915205549211 0.45485004194802808 0.77476613316684972 0.35917668320417362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 11 14 10 9 26 16 36 18 13 -4 -2 -1 17 -3 -5 33 42 22 -17 -23 48 -9 38 -19 -21 -30 37 -32 -33 -20 35 -12 -6 -8 39 -7 -29 -11 49 -44 -42 -16 -47 -48 -25 50 -14 -51
right_child=1 2 12 4 6 8 30 25 -10 41 34 -13 20 -15 45 21 -18 27 19 28 -22 23 -24 24 -26 -27 -28 40 29 -31 31 32 -34 -35 -36 -37 -38 -39 -40 -41 44 -43 43 -45 -46 46 47 -49 -50 51 -52 -53
leaf_value=0.0073868475346373476 0.092530009136307476 -0.045995445774176309 -0.056927439222158642 -0.053378974509130074 0.082410503940788943 -0.0015048428110815077 0.0013471095375319267 -0.021815213075824496 -0.040616898577185666 -0.052390114450180214 0.10303935377161258 0.074291451328934527 -0.051905121765384192 -0.089749990346309316 0.018236707046994708 0.079500064701636064 0.0039422795452371141 -0.086360379077130039 0.030667232848774678 -0.014052153911014748 -0.068044207390866307 0.052527550694915548 0.050042164309940795 0.042486335056828001 -0.15686253629280711 0.01057612321728028 -0.044370057787751799 -0.03095888812939443 0.034631824468165498 0.0035053998911900052 0.049005077180852868 0.054454465896171672 -0.12728325522581052 -0.021162276206732257 0.037868958875596034 0.055969644096046225 -0.061848506252558867 -0.063594616294680231 0.032746281795974004 0.05335989072370341 -0.074068310858768957 -0.10115640036454841 0.025292961940676539 -0.03468061756432414 -0.0041518475373972189 0.09641238902907151 -0.13431971603308732 0.041491330707774755 -0.0021928354384632229 -0.07130419091116523 0.1771406356136257 -0.029902336484641051
leaf_weight=7.1446645163669009 5.3143377745291209 53.352897760738415 28.568829694646411 3.9613444790884378 0.61906188959255848 43.075130603276193 20.072971922621949 21.00125657287208 11.048717703102737 16.390307099574787 6.7334428546746485 3.8292722542828406 0.66717628356127778 32.963351304861135 15.618053499783857 32.581871081492864 11.561563691357149 2.8183926806159425 4.9431510039285085 11.65727291360963 28.075760304302094 59.019859317209921 35.738440117223945 12.590497915502061 0.47370562027208407 29.954493218498101 4.4813482660829314 46.234696313629684 33.925211237801705 31.197033540462144 8.6794128828041686 0.75895053904969245 0.95330867622396975 25.322080103411281 25.571284695688519 35.501994650665438 2.2535314606502643 2.7076563226873978 15.562134804611558 4.7071801886195308 1.9352040728554154 5.1024088207341256 3.725303339655512 8.7550836697446321 29.284078607022821 3.8995749470341243 0.29205347149399941 10.121551977041234 6.8480116366408756 13.038944175859799 0.41150854772422463 8.7320603812113387
leaf_count=962 318 16843 10686 552 38 8258 3323 5412 3378 5352 1001 382 316 14806 2787 3315 2943 458 1328 1320 6599 4184 4746 2661 18 7369 1024 13682 7136 7510 962 74 84 6928 5379 5732 190 351 3036 461 474 1007 693 2061 7221 444 23 1457 677 7036 15 1339
internal_value=0 -0.0265999 -0.040083 0.0336423 0.0209116 0.0138746 0.0362314 -0.0269758 0.000612815 -0.0343726 0.0504218 0.00705379 -0.062908 -0.0745314 0.0435374 0.0516694 -0.0299735 -0.0329081 0.00472295 0.00688152 -0.0516105 0.0538169 0.0641075 0.0448975 0.0222556 -0.00277679 0.00733786 -0.0242014 0.0145951 0.0197256 0.00598547 0.0331343 -0.0469944 -0.0126842 0.0538548 0.0635136 -0.0304473 -0.00641485 0.0110073 0.0039177 -0.0219205 -0.0640406 -0.0385238 -0.0167685 -0.00852507 0.0347894 0.0528065 0.0363424 0.0267585 -0.0503843 0.0369144 -0.054736
internal_weight=0 456.693 342.573 373.084 218.687 114.12 103.852 217.635 78.8745 166.68 70.6793 114.835 124.938 61.5322 35.2456 154.397 145.187 133.625 111.006 107.045 63.4058 147.252 68.3203 78.9321 19.9122 50.9557 67.8258 80.2724 76.7795 65.1222 33.1723 10.3917 1.71226 30.2652 67.8067 42.2354 2.87259 22.7806 63.3444 47.7823 77.454 21.4927 35.3301 12.4804 31.2193 29.9312 14.3132 10.4136 19.4385 22.8497 1.07868 21.771
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shrinkage=0.1


Tree=16
num_leaves=53
num_cat=0
split_feature=2 0 1 1 3 4 1 0 3 11 7 3 4 7 4 3 7 1 1 3 8 6 8 6 12 4 11 8 11 2 7 3 0 14 1 1 10 4 10 10 11 0 10 0 6 4 3 4 8 8 1 6
split_gain=60.847 23.7146 13.877 6.66378 4.86191 3.30057 5.20617 2.60273 2.59261 1.80725 1.79936 1.64684 1.61194 1.51597 1.42936 1.386 1.33857 1.32296 1.28078 1.14568 1.09247 1.05581 1.02499 1.01531 1.14044 0.975366 0.972269 0.933166 0.929869 1.1755 0.929204 1.12998 0.914067 0.904493 0.868081 0.865756 0.853666 0.837029 0.833427 0.905168 0.842234 0.825077 0.81547 0.810009 0.763848 0.745018 0.849487 0.735434 0.725236 0.700235 0.687191 0.724321
threshold=0.09003563225269319 0.0024143621558323507 0.10559603571891786 0.043675521388649947 -0.003622869728133082 1.3937804095445263 0.78340271115303051 0.00031033725827001041 -0.16400423529557881 -0.056822278031609018 0.067056517028233537 0.13677667267620566 0.64486503350714452 0.0025046995049232451 -0.17679121812530726 0.060184948146343238 -0.0021904341672680031 0.0060254947748035201 0.0012419348931871357 -0.10184640949591993 0.0020093154170489707 -0.20674160456888002 0.00078662274891602854 -0.019592294719348109 0.15091402020983549 -0.17679121812530726 0.022435335325992182 0.0086013423326834811 -0.01083933781028844 4.2918286453641494e-06 0.0035315714836652258 -0.003622869728133082 0.038948401808738715 0.33162684151123051 0.99163594841957103 0.39174830913543707 -1.0000000180025095e-35 -0.062508466923359651 -0.0021914146839409252 -0.0021062988571714874 0.0015517058892043272 0.0032537278020754461 -0.038442147546810482 0.0061463874299079188 0.2604475303210681 -0.048446010049716673 -0.35616391547955567 1.0986147853183457 -0.0039570165293741346 -0.00726911398891585 0.99876272678375255 -0.195566419359503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 9 19 6 10 22 43 33 14 20 17 -10 15 26 37 -11 27 25 -6 -16 28 24 -7 32 35 -14 -1 -30 31 45 -3 -2 -26 -4 38 -8 47 -40 -41 -19 -18 -5 -23 -9 -47 -31 -21 -48 51 -36
right_child=3 2 5 8 11 23 16 30 13 12 -12 -13 18 -15 21 -17 42 41 -20 48 -22 44 -24 -25 34 -27 -28 -29 29 36 -32 -33 -34 -35 50 -37 -38 -39 39 40 -42 -43 -44 -45 -46 46 49 -49 -50 -51 -52 -53
leaf_value=0.075168470709889496 0.059505772557723415 0.035486631288363907 0.028450772926308161 0.074148337669342645 -0.035013220990886072 -0.051967630639850618 0.063495422248941322 0.070888079638700127 -0.042172951780289437 -0.084433267839411033 -0.037168879313873825 -0.058360569906180042 -0.069043355473172738 -0.011852169441966768 -0.031238325110192162 -0.027863968888448738 -0.020702558740871731 0.056105515504604478 -0.024259822142639009 -0.01875427348819507 -0.0098358416322383083 0.018910066439905192 0.080465575052857119 0.037849751544789 -0.02164412042523518 -0.015156180102326715 -0.011462530305171852 -0.037205087062355278 0.087505649355272039 0.044927382063238291 0.022819837813078694 -0.050914398251334286 -0.0026505768217992384 -0.087905718121714688 0.01067551317719838 0.057255374972759038 0.061206737651952205 0.01898702019304075 -0.19367103852922629 0.012757084195241301 -0.15459138239091497 -0.059331710881401517 0.061124621450838128 0.0074147275774167831 -0.010249924322837662 0.05957631181900757 -0.0043786756188632292 -0.019764474022396793 0.0013185798918750932 0.0410888097767282 -0.077527638524389056 0.077455770111051384
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internal_value=0 0.0176831 0.00596436 -0.0447691 -0.0132444 0.0228094 0.0277284 0.0531553 -0.0222891 -0.058579 0.015439 -0.0309118 -0.0601585 -0.0300375 0.0181763 0.0280819 0.0493801 -0.0698627 -0.0473944 0.000489018 -0.0240556 0.00601805 0.0657 -0.00655403 -0.0135193 0.0147639 0.0318652 -0.0572179 0.0565359 0.0458858 0.038485 0.0475812 0.0234471 0.0273132 -0.00305938 0.0355247 0.036444 0.0296597 0.0223498 -0.0232895 -0.00661031 -0.0575401 0.0589821 0.0186294 0.0113302 0.0503464 0.0412629 0.0339918 -0.00662757 0.0245978 0.0178542 0.0246755
internal_weight=0 570.484 428.834 214.707 200.362 228.472 195.691 141.65 81.7231 132.984 124.855 87.6199 130.588 68.7156 118.691 65.3915 70.8364 74.1413 56.4467 112.742 70.1344 53.2991 76.3238 32.7812 28.3469 37.501 61.2567 39.6039 47.1474 30.0386 65.3265 41.3058 29.0687 2.39611 22.2993 56.4888 24.5111 23.2199 15.6418 3.17549 2.909 40.2163 47.6165 13.0075 46.6586 40.1862 27.9012 12.4663 75.2406 14.6296 10.4926 9.80447
internal_count=184099 109719 97081 74380 50879 46202 41352 12638 25278 49102 27570 27054 48484 22588 26581 12407 13782 33049 15435 23825 21304 14174 4360 4850 3775 6756 11455 9351 2824 1904 8278 4916 4497 618 2888 10814 1767 4107 1205 232 223 17721 9675 2690 12859 4728 3250 973 17069 1928 1068 1010
shrinkage=0.1


Tree=17
num_leaves=53
num_cat=0
split_feature=1 1 1 9 9 8 9 14 7 9 7 5 15 8 8 7 1 5 5 9 5 10 1 6 6 7 9 8 14 15 8 10 16 10 11 9 16 12 12 15 15 10 10 11 9 12 5 6 6 1 6 6
split_gain=50.3236 11.8047 10.4116 6.15297 2.64383 2.30171 2.18906 1.82147 1.71469 1.69304 1.42712 1.70827 1.25025 1.19179 1.12478 1.1622 1.04939 1.29058 0.989914 0.976975 1.23845 1.08673 0.948458 1.0713 0.993809 0.944638 0.871384 0.837952 0.805056 0.766426 0.752187 0.692281 0.732537 0.654288 0.649203 0.649075 0.641323 0.630629 0.625749 0.810849 0.704982 0.817157 0.67232 0.626801 0.918287 0.689682 0.625639 0.630787 1.06675 0.619623 0.612946 0.712592
threshold=0.065454669296741499 0.44576404988765722 0.0085356780327856558 0.056245623658889236 0.041331651438087487 -0.0036255231668856883 -0.040613123087886997 -0.23903087075538401 -0.00085944893136874088 -0.075544567233527302 -0.0026148938967907372 -0.23962091907401842 -0.10741124190428337 0.012556248303558627 0.045227146257874863 -0.034797583425450369 0.89494547247886669 -0.42837343709768255 0.63900249906876427 0.0072905700828843865 -0.48984302488244985 -0.013441307254528282 0.98849672079086315 -0.24580405555463994 -0.05729751163318695 -0.031421672071368582 -0.0076534507208195516 0.0014310824815063656 0.1085984242793112 -0.44810409776103838 0.010828752741955812 -0.11179805544145777 0.060838893176431326 -0.0058533935535988952 -0.0066020830372711505 0.010563185262630883 0.040100623776590655 0.074199995167945607 0.40475189463852151 -0.099339609693796155 0.062773251584180567 0.00030291158744921173 -0.0067545065789214103 -0.0066020830372711505 -0.004733252775327536 4.0405267549920918 0.38686332537437157 -0.24324975721071621 -0.24580542260388555 0.13332281261682513 -0.018034922190491177 0.24126380501896147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 8 19 -2 29 25 -10 35 12 -12 26 15 -5 -7 30 -19 20 -3 -21 23 -22 -25 -4 -1 -20 -11 -8 -18 -13 49 -29 -23 -9 -36 -16 39 -24 -40 43 -41 45 -45 -42 47 48 -27 -33 -26 -52
right_child=1 5 4 14 -6 16 7 10 9 28 11 31 -14 -15 37 -17 17 18 27 21 22 34 38 24 50 46 -28 33 -30 -31 -32 32 -34 -35 36 -37 -38 -39 40 42 41 -43 -44 44 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.086087373781832469 -0.044415143866965975 -0.041531075967175902 -0.0090332239871776156 0.072898411627030896 0.0308361571510915 0.035988493400067573 -0.098622405168900973 -0.016741994696296718 -0.089561473447919662 -0.0038574809306568449 -0.059179610684420472 -0.1602632007985012 -0.0050312605252560679 -0.039176231990881327 0.094156504896858062 0.0098716649771391843 -0.0077484355547382047 0.062491577494796016 -0.048693821559286893 0.017212697144744406 -0.0093130161912335623 0.077192928365680147 -0.055501692240920081 0.055007953422769797 -0.0090201150484674579 -0.029787952444701751 -0.058838918417715491 -0.0049420559319233205 -0.025649847272857768 0.034629418306680836 -0.21070595794630143 -0.0017374449716781098 0.025068609829971202 0.085146733452499263 0.020483651883110948 0.0092418437548892739 0.094981120311478318 -0.038756228532659941 0.059306623805631876 -0.013701863971940231 0.036626028117824429 0.085449579159360037 0.056287130321851619 -0.13757463637300979 0.045038868302796249 -0.1418284530857615 -0.013453667331469167 -0.045155492634278288 0.069302851344935634 0.01677724644644292 0.03960587643221862 0.007815452635366241
leaf_weight=14.690660082502289 9.8713772872652026 2.8113887471845365 15.510255315864923 5.5382841120881494 10.460131475636443 37.193976023016148 0.42443727632053452 50.336274125234922 2.6863142333168062 68.411253253192626 5.4505985047580934 0.2147276671603312 19.382509973143897 25.685015602983185 7.7871299691614677 6.1937408717349189 0.94753298233263084 59.093725650498527 1.4336502149235446 8.6997050032950956 11.304218098244744 9.8902735152951227 1.3108423075173048 8.8990513749595248 6.9303269374067851 8.5265616960677999 60.533089710221248 1.5187610266730189 22.52226641791458 20.35511431453051 0.20904151583090425 38.336470467729669 32.441903318729601 1.6962201581336558 5.2977077511968664 11.870165312124298 1.4659938563563626 0.36497956636594597 16.265923348924847 2.1433366820419906 2.2895604085642849 1.2408683322719296 3.7701345554960453 0.70940964910550974 0.43207952324883014 0.22167479473864649 10.129266897587511 47.867045959628747 1.2277843490301084 34.179314954366419 14.490766315080696 13.738478760293217
leaf_count=4775 1592 245 4640 403 1890 8159 41 13977 489 19346 968 7 4795 8523 416 745 104 7731 92 1122 1602 1124 156 2818 1211 2849 23585 122 6917 3332 12 9381 7680 59 979 2553 269 36 2141 406 334 117 498 44 85 16 2189 19275 183 8681 3962 1423
internal_value=0 0.0214319 -0.0319297 0.00633639 -0.0179785 0.0385529 0.00157879 0.00371394 -0.020868 -0.0115795 0.000672122 0.00663237 -0.0169497 -0.057823 0.0596114 0.039689 0.049413 0.0570948 0.0589967 0.0286394 0.0235739 0.0459045 0.0257678 0.0181382 0.0251823 -0.0313075 -0.0641792 0.0145013 -0.0092589 0.0318265 -0.0470391 0.0122024 0.0125821 0.0427934 0.0608585 -0.0117826 0.0368351 0.0881352 0.0406289 0.0151702 0.0493012 0.0159508 0.0309542 -0.00795514 -0.0688169 0.0199961 -0.0364031 -0.040432 -0.017213 0.00699115 0.0176096 0.0241488
internal_weight=0 456.752 288.25 242.747 187.341 214.005 222.863 212.992 176.881 93.6198 192.212 130.006 24.8331 100.909 19.8841 11.732 102.093 64.8989 63.7424 111.912 86.5581 25.3537 83.7467 55.3628 44.0586 83.2609 75.2237 4.64863 90.9335 20.7796 1.15657 105.172 104.958 3.21498 16.654 62.2064 6.7637 8.15211 28.3838 7.22431 21.1595 4.89359 5.91347 3.65272 1.14149 2.51124 67.7507 57.6214 9.75435 72.5158 35.1596 28.2292
internal_count=184099 89438 94661 54607 57778 34831 53007 51415 55888 26752 48042 31512 5763 36883 1600 1148 16279 8120 8004 18552 15058 3494 14813 11016 9414 29136 28360 273 26263 3373 116 25749 25742 181 2372 16530 1248 452 3797 1060 2737 596 904 479 129 350 24496 22307 3032 18062 6596 5385
shrinkage=0.1


Tree=18
num_leaves=53
num_cat=0
split_feature=2 0 1 1 0 1 0 6 2 15 0 11 8 2 8 9 10 9 1 13 11 8 13 9 9 9 13 1 8 6 15 0 13 6 11 0 8 0 6 6 12 11 1 8 8 0 6 8 6 15 10 2
split_gain=44.7878 15.4759 10.0496 6.40235 3.23441 2.23665 2.16823 2.0806 2.04633 1.93223 1.64414 1.40037 1.22268 1.12563 1.09591 1.02059 0.980928 1.1722 0.928525 0.912791 1.00874 0.898999 1.14808 0.869681 0.852294 0.776356 0.722633 0.70944 0.681365 0.715817 1.03194 0.676814 0.66847 0.936737 0.715668 0.671077 0.667004 0.815974 0.665238 0.843908 0.646124 0.636301 0.628027 0.58728 0.568967 0.568088 0.668321 0.791334 0.559535 0.551699 0.539581 0.535404
threshold=0.073034230619668974 0.0032537278020754461 0.35998065769672399 0.02683601621538401 5.0045073294313631e-05 0.0085356780327856558 0.015575668308883907 -0.2017647532207226 0.0040025992784649142 -0.099339609693796155 0.15173389762640002 -0.08270850234044537 0.0063894790210381894 0.13151694089174273 -0.0053770668640630301 0.0042836891755525189 -0.0069084861935652699 0.0032868888835430724 0.059640290215611465 0.48339001251991476 0.0062909354914934311 -0.0060624873710353961 -0.021625522003443712 -0.019013567838856802 0.018594514781345172 0.0064790520408069515 0.084321748188286236 0.99751281738281261 -0.011854430256510172 -0.33518805525249912 -0.20752663088554024 0.72333812713623058 0.082121933356564134 0.24697294938055295 0.035713335939265671 0.015119478572160007 0.0025009955727740836 0.0072770621627569207 -0.35299250635884799 -0.34924945630199383 3.6280312456611594 0.011814257603298366 0.19044238328933719 -0.024643951538769394 0.07177043005885754 0.46229827404022222 -0.12890003826828572 0.055215482769123851 0.25629957469381931 -0.28929411244241138 0.020464810794191383 0.00032206001924350863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 11 -1 -3 24 27 -7 15 18 -2 41 23 -11 16 -6 -18 36 20 21 25 40 -8 -5 -9 -25 38 29 30 -20 -12 35 34 -34 -30 49 -38 -4 -40 -23 -13 -15 -41 -16 46 47 -14 50 -10 -31 -22
right_child=3 2 7 6 9 8 13 19 10 14 31 12 45 42 44 -17 17 -19 28 -21 51 22 -24 26 -26 -27 -28 -29 32 48 -32 -33 33 -35 -36 -37 37 -39 39 43 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.075297313477115324 0.059386669108858509 -0.044893155057087575 0.079474825738128529 0.0072216978895830028 -0.04950508093399527 0.032238635251539548 -0.05131358572297328 0.01430676575067847 -0.066493506626763746 0.029644670882232334 -0.029474423953663561 -0.060123662898962982 -0.027898600829686655 -0.042404482190005477 0.050781712491612091 0.037077589723236638 0.0244664624380364 -0.11338091923732163 -0.14824312609881049 0.067760252163983709 -0.12140028460815103 0.021998499891497662 0.052502103438241222 -0.019356931446436219 0.076691697924469962 0.050097517155468424 0.006514125404315574 -0.061930322423104783 0.021459887993138756 -0.0089100452336052828 -0.00043467956495264336 -0.099803235771022306 0.024842968689631609 -0.029874714844874681 -0.072403469091487468 -0.0072270221501103959 0.060825706607103097 -0.0051874532494857843 -0.025174457390620526 -0.017656331752921552 -0.10647969697567045 -0.086263563207084837 -0.016883709990696133 0.026925552914472985 0.10125887336059447 -0.065996947275034981 -0.048439790183026472 0.058217131712230058 -0.038744794865966624 -0.01741616070005066 0.031939738572221592 -0.0042927679882669078
leaf_weight=29.448176700272597 1.0527578747860378 14.076313711320834 1.2264694211480733 9.3275282062677416 4.0432858615240557 14.685007854081048 6.0053464366428662 26.227959229581757 2.4110687883367055 32.31119765942276 16.297463013195742 47.464695019010833 12.79811853632418 38.364880891274879 50.622916999091103 7.6726447055989402 6.6590182464351537 0.66224665931076732 0.89111698849592358 8.2393177792109764 0.42722052117460352 12.683294589980502 37.550259875642951 33.647268814229392 2.1622260473959605 7.8746618417499112 15.883426668991886 1.5138127272366535 10.353008965008483 14.216922827727108 0.98384078306844702 1.4813634917336447 31.232347528093673 3.8078250499675041 0.75894518988206883 38.14641220226622 1.9899169641284995 27.819038770299812 6.8083607540465954 3.832713541400163 0.38665480134659524 11.737047823335159 12.922521887245237 12.732008256512914 2.3397271943395017 9.1331363955760008 23.406735820422909 1.1476103042077728 4.5477744475647333 41.199099257026319 4.1663715521281111 3.2035475219017826
leaf_count=1404 313 5333 239 2267 473 3916 1391 6142 403 4357 5479 21382 3978 16061 6044 935 895 60 29 1995 23 2824 8893 10640 239 1427 4512 142 1917 2940 148 384 7697 757 77 9301 377 7667 1182 539 34 4613 4173 2182 137 3222 10649 263 924 11473 663 684
internal_value=0 0.0170798 0.00606986 -0.0368865 0.0460301 -0.00630115 -0.0208613 0.0291612 -0.00377088 0.0377563 -0.00641348 -0.0546428 -0.0557883 -0.0253011 0.044186 0.00894123 -0.0100827 0.0117555 -0.00358424 0.0359307 0.0329495 0.0351617 0.0436185 -0.0154288 0.0203923 0.0225928 -0.0110613 0.00411387 0.00226671 -0.0122958 -0.0714092 -0.0354272 0.00655359 0.0169148 0.0224974 -0.00109776 -0.0122775 -0.000747418 0.00821947 0.00442347 0.0180596 -0.0653301 -0.0359822 0.0166025 0.0530445 -0.0436163 -0.0381154 -0.0207476 -0.00741131 -0.0201552 0.000369797 -0.0185914
internal_weight=0 485.529 351.77 225.053 133.759 229.064 118.313 122.706 214.988 104.311 200.303 106.74 105.687 106.823 85.2738 19.0372 11.3646 7.32126 182.524 96.5929 88.3536 84.7228 50.6202 55.536 11.4898 34.1026 49.5307 26.1134 109.105 24.806 1.87496 17.7788 84.2985 35.7991 31.9913 48.4994 73.4191 29.809 24.5996 23.3731 13.0699 59.2017 51.2874 16.5647 52.9626 46.4856 37.3525 13.9457 22.9311 43.6102 18.3833 3.63077
internal_count=183799 100096 85791 83703 14305 59485 39283 26306 54152 12901 50236 44420 44107 36777 10538 2363 1428 955 44373 22022 20027 19320 11751 16543 2506 7569 15152 4284 24453 4704 177 5863 19749 8531 7774 11218 19920 8044 4142 3903 2858 25995 20234 2721 6181 18112 14890 4241 4527 11876 3603 707
shrinkage=0.1


Tree=19
num_leaves=53
num_cat=0
split_feature=3 2 1 3 3 2 2 14 8 1 8 16 5 5 7 2 5 7 3 13 16 14 14 13 8 7 5 12 5 7 7 5 11 8 13 5 5 16 2 13 7 5 1 1 16 7 2 5 12 11 5 12
split_gain=39.9906 10.2228 8.52548 5.68473 4.27218 3.52682 2.34025 1.87973 1.70612 1.54389 1.40406 1.22637 1.22601 1.19308 1.16338 1.12603 1.12438 1.73493 1.1212 0.9762 0.908246 0.978063 0.907666 0.895088 0.806428 0.767255 0.749114 0.744942 0.911367 0.84023 0.728112 1.00301 0.7122 0.704913 0.697211 0.652582 1.3213 2.03403 1.19552 1.07977 1.05452 1.02354 0.930344 0.646258 0.634821 0.608086 0.602604 0.594241 0.642009 0.588707 0.585242 0.581446
threshold=-0.009251076262444256 0.0024537161225453023 0.15544582903385165 -0.25686473399400706 0.34472431580070412 0.13451188802719119 0.1284965127706528 -0.35937732206301382 -0.0067883681002881219 0.33149835467338568 0.049495404520422524 -0.0072010517774632925 -0.41267825887599424 0.40492293670462259 -0.022643356758894815 0.093187842518091216 -0.011023141426916485 0.035077157799836646 -0.6667063875356688 0.27895362572246779 0.10317791495486615 -0.26280688668866531 0.20466758559011458 -0.14340003310592686 -0.0034067301450645153 -0.085602060938463301 -0.23962091907401842 2.921088899626096 -0.2085688799059674 -0.0021904341672680031 -0.017810392553934334 -0.41267825887599424 0.044475842650009499 -0.054555965881644915 0.063078445228549954 -0.04476025259868039 -0.037908233087746553 -0.052660803784038993 9.922081153490582e-05 0.0095786563469014256 0.098556387339825302 0.26614915205549211 0.88155543804168712 0.0052781717386096725 0.16157764171196529 0.0049424095122574604 0.99528366327285778 0.25575591241953971 0.25038217037553973 0.0023840159207050389 0.26697168147603462 2.0136427463448663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 9 11 -3 30 19 16 -2 14 -14 -8 27 17 -9 -18 20 21 -5 -6 -13 -23 44 -27 28 49 -30 33 -32 -25 -1 -7 40 37 39 -39 42 -10 -38 -37 -22 -21 -43 -15 -33 -49 -4 -47 -52
right_child=2 3 15 5 22 34 12 10 35 -11 -12 23 13 46 -16 -17 18 -19 -20 25 43 24 -24 32 -26 26 -28 -29 29 -31 31 47 -34 -35 -36 36 41 38 -40 -41 -42 45 -44 -45 -46 50 -48 48 -50 -51 51 -53
leaf_value=-0.026129586810029855 -0.033261012244929299 0.077126650420407422 0.0027880798314880752 0.03327046424427537 -0.057310330957992608 -0.047591445273384825 0.098826659497680963 0.018511068913774808 0.061542533153596306 0.024437105008218451 0.077438078264489077 -0.036846517595520205 -0.054817636597876529 -0.011718811136648771 -0.021875932552552255 -0.020285379940846691 0.07632703694310311 -0.048653845618400748 0.02665030828446302 0.032661230635321559 -0.11200530664752183 -0.022160433670056587 -0.089819320428288663 -0.0031341242736424948 -0.0028694210670507365 -0.0234574306719086 0.029996108619313212 -0.028952076419605861 0.0082350695078289415 0.044043491113587102 -0.038539946758804865 0.036178502933014244 -0.07510940206084131 0.074662818942219517 -0.0066751367255792927 0.0082222732232385513 0.077344998634390427 0.067575507167690979 -0.024472789287440441 0.0097345387689316172 -0.13229803880260213 0.048511458828671486 -0.15500769136117573 0.017698071440899514 -0.19980865469458936 -0.042246935991427002 -0.075481525627574125 -0.02161180626014806 0.022674431986899668 -0.070708293891909996 0.051298989325699144 -0.013858678123441
leaf_weight=0.79743982618674625 50.459391051583225 8.0166053946522862 6.1427399213862328 5.3520398615219156 28.67226185812433 17.409382937796185 1.0043137252214362 31.663887922259164 35.830463172816962 30.332209474028787 4.8974360263091503 11.342542724425583 55.859067123978093 10.742350428528878 3.6358725290920111 10.75925786853986 5.7881112456234431 4.3602186415519091 21.090173794589646 0.1909579554921973 0.37442867251957324 36.351871625927743 12.393967072024678 43.398096377793991 53.630348174512619 3.0642384410894037 17.680620150837058 3.2956323928519842 11.18417034158483 15.839829048098187 2.4943562394182655 26.210557130150846 1.4022556990530564 4.9532570789597221 5.4806753141601794 0.48028850561240721 10.44672135991277 4.6968560965615307 2.0028462194168242 1.3238220508792435 0.26698381081223388 27.49968112532224 1.245022013550624 19.730561410273367 0.27059272129554302 1.3750266598071892 1.7038126050465496 4.1782603386091095 14.903580210608196 1.3070129183470269 4.0850069086009171 2.0464047082932666
leaf_count=103 18622 738 1680 858 12495 7120 360 7185 5988 8305 377 4098 29519 2628 1131 3868 903 618 3636 35 58 8606 3960 13688 13829 758 3928 681 2619 4370 271 5431 280 399 1928 34 2667 214 188 102 33 1966 44 4036 8 149 306 583 1591 265 388 152
internal_value=0 0.0198839 -0.0297131 0.0082315 -0.0380599 -0.00101249 -0.0313991 0.0313762 0.041255 0.00403496 0.0259481 -0.0219491 -0.0452008 -0.048579 0.00452336 0.00823217 0.0219187 0.0103619 0.0373909 -0.00049641 -0.00411977 -0.00819335 -0.067156 -0.0117751 -0.0106656 0.0192148 0.0220873 0.0163615 0.020706 0.0292388 0.027067 0.0230049 -0.00541556 0.060649 -0.0378073 0.049568 0.0426999 0.00927381 0.0400661 -0.0582261 0.0600451 0.0498629 -0.109944 0.0151867 -0.105961 0.0416268 -0.0205418 0.026408 0.0129663 -0.0102426 0.0163504 0.0295747
internal_weight=0 410.521 269.143 265.684 220.614 189.868 179.548 75.8164 144.837 166.978 67.7998 106.602 72.9454 68.3052 4.64019 48.5286 62.9024 36.0241 26.8783 136.646 115.439 95.3343 41.0662 56.1429 89.9822 21.2064 20.7449 37.7694 34.4738 27.024 53.5375 47.7868 44.8004 5.7507 22.8901 91.2991 55.2017 9.74883 6.6997 3.04913 36.0974 45.4528 1.72531 20.105 0.461551 35.0061 12.4462 45.2924 19.0818 7.44975 7.50644 6.13141
internal_count=183799 83229 100570 62926 87087 49469 70632 13457 20303 40421 12719 36688 33944 32453 1491 13483 12342 7803 4539 32116 27387 23293 16455 18066 22435 4729 4686 9615 8934 6989 8378 7876 13968 502 9048 11925 5904 582 402 180 6021 5322 78 4094 43 2655 2934 7605 2174 1945 689 540
shrinkage=0.1


Tree=20
num_leaves=53
num_cat=0
split_feature=2 1 3 0 1 4 3 13 0 4 4 1 16 14 7 2 4 4 4 4 1 4 4 9 11 9 4 9 2 2 9 9 9 11 4 0 1 1 4 4 2 4 16 1 16 13 0 3 13 1 1 3
split_gain=34.4933 13.9807 7.56201 4.40187 3.81259 3.94206 2.25931 2.25341 1.86806 1.61048 1.55667 1.68916 1.53317 1.39724 1.18235 1.15327 1.35609 1.04213 1.03119 1.01518 2.07123 0.967008 0.90134 0.880777 0.868645 0.827097 0.850171 0.824997 0.800197 0.794241 0.776268 0.768216 0.753688 0.7471 0.744192 1.436 0.800364 0.781429 0.68575 0.685175 0.68261 0.667293 0.64715 0.637841 0.615362 0.606377 0.605997 0.603948 0.594403 0.589461 0.558188 0.556875
threshold=0.01835722662508488 0.017612173222005371 -0.098690805956721292 0.00015596879529766741 0.55497109889984142 0.38725462456845894 0.3193980406504125 -0.090679987324508451 0.0024143621558323507 -1.2030856900351179 0.3534637874008727 0.0020260571036487822 -0.045179781062413146 -0.050868633143454391 -0.034797583425450369 0.97326689958572399 1.3937804095445263 -0.048446010049716673 -0.062508466923359651 1.4526980589775988 0.99412146210670482 0.38726677635161871 1.4527123158301227 -0.022893616131316331 0.058148585934557614 -0.025319592322410305 -1.2902806519549486 -0.044518002297975444 0.30880472064018255 0.00027975301782134926 0.095208073798154227 -0.063640142605137881 0.0069547613531554262 -0.0046359217996663413 -1.0949240173038122 0.028440865688025955 0.50978776812553417 0.0018371290643699469 2.1246048965242164 1.2265429711238724 0.0018553071422502401 -0.052910995205453427 0.12528526199242784 0.93619707226753246 0.084939544617324877 0.059013629826715604 0.012360993772745134 -0.57471228291979048 -0.36585320462388987 0.80151367187500011 0.10998402163386346 -0.92462930240435515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 8 13 24 18 7 14 25 31 11 -11 -9 32 -4 16 -12 23 43 21 22 -7 44 -10 29 -3 -27 -14 45 39 34 -2 -1 -13 35 -31 -37 -36 42 -5 -23 -39 49 -6 -21 -29 -40 -25 -16 -24 -47 -22
right_child=1 2 6 4 5 19 -8 12 17 10 15 33 27 -15 48 -17 -18 -19 -20 20 51 40 38 47 -26 26 -28 28 -30 30 -32 -33 -34 -35 37 36 -38 41 46 -41 -42 -43 -44 -45 -46 50 -48 -49 -50 -51 -52 -53
leaf_value=0.052005851498783652 -0.070379576195153934 -0.026635584124071257 0.0095082155398653473 0.058030173120915164 0.057477105339814719 -0.023905717836761473 -0.057699378292535568 -0.027035704326125273 -0.020630764925011789 -0.094108566590763582 -0.043357712408807189 -0.017042504172972605 -0.047392407672199655 0.012069103761001485 -0.062400013601891374 -0.058042645656562676 0.0036525272458720658 -0.012675470661278991 0.04208666702943091 -0.05406706088888355 -0.066179192893843719 0.042876938095928685 -0.052161861867236828 0.050822214928417736 -0.048747034743144874 0.0926092228574079 0.039240894523317901 -0.0079721146552009774 -0.034828629353800919 0.0001000449977121457 0.065500251560382611 0.029631213984809363 0.081227039180306798 -0.060453950752657831 -0.060907972962322601 -0.067695061528119688 -0.2590998850577409 0.018114348952993211 0.0055902837758965681 -0.036083777923597425 0.0089914522279749224 -0.0014871839862074479 -0.11149033325596513 0.092601651573968574 0.09166012325381262 2.0998651333594194e-05 -0.037368574132669287 0.016898057322585876 -0.03300107087284751 0.074558299064116332 0.020925810769916203 0.03891206123499702
leaf_weight=21.458953982364619 0.9672656896727857 1.3246096096700064 5.8505182912631417 4.9762869739788576 13.401133875449888 2.9839227590709916 13.649310873306602 35.509838682333793 5.6065733694122164 15.717405243844039 19.474700401726299 4.7742938179144394 4.0218890979012931 6.000293160279397 8.3152950916628452 24.979779785211576 8.9516749115828116 15.545988020094226 27.272714745668054 5.342500100843611 0.50602574832737346 26.699918353842804 0.41905812948244037 6.0099892721118442 2.7601398608530863 4.3208915299619539 9.7498533853940863 42.299457677567261 6.6490044432175628 7.7489780556497845 2.0875931825721628 3.4733941046579266 15.214003000350202 23.853141717783732 1.6096385978962633 2.2640075078597879 0.22841849923133839 38.14812339764466 9.3270322839671262 0.90300764582934778 7.66033974635502 31.865494162462717 0.23565800877986465 8.5859497455676301 0.29071080777794112 33.429186517150811 5.0472313457576083 40.966421783770791 40.338235574899954 2.4261965466430411 20.653369801671943 15.220886662340488
leaf_count=1404 238 127 2002 1064 2847 275 6136 11530 807 8445 9229 2176 890 402 3249 8169 2445 5171 5634 440 32 5746 106 1124 420 286 1011 13309 3404 1039 222 1115 810 13727 671 327 2 9802 1074 166 2855 9649 34 1951 34 9785 1009 8177 15184 806 5977 1564
internal_value=0 -0.0193532 -0.00828482 0.0274778 0.0217255 0.0330868 -0.0183776 -0.0156491 0.0171758 -0.0512156 -0.0538909 -0.0677498 -0.00903516 0.0568448 -0.0329404 -0.042365 -0.0285607 0.0100604 0.0551273 0.0188216 0.00749183 0.0305887 -0.0115718 0.0167841 0.00633265 0.0486161 0.0557246 -0.00306085 -0.00132254 0.00803423 0.00554118 0.00765505 0.0641616 -0.053229 0.00399844 -0.0211929 -0.0869297 0.00760487 -0.000333845 0.0435106 0.0353309 0.00919492 0.0423407 0.0712563 -0.0462846 0.000994845 -0.00952109 0.0212556 -0.0380463 0.0556887 0.00800846 0.0354605
internal_weight=0 396.432 294.24 260.684 218.011 125.419 210.716 197.067 83.5243 102.192 97.751 44.3448 142.563 42.6733 54.504 53.4062 28.4264 68.129 49.2598 76.1595 38.8153 37.3442 23.0884 52.583 92.5917 15.3954 14.0707 107.053 103.031 89.8315 83.9523 4.44066 36.673 28.6274 81.8647 10.2414 2.49243 71.6233 17.4552 5.87929 34.3603 70.0136 3.08091 21.9871 5.63321 96.382 14.3743 46.9764 48.6535 2.84525 54.0826 15.7269
internal_count=184098 133713 88169 50385 47769 24407 71466 65330 16703 45544 44191 24348 44895 2616 20435 19843 11674 15279 10432 13975 5099 8876 3503 10108 23362 1424 1297 33365 32475 22942 21712 1353 2214 15903 21490 1368 329 20122 3029 1230 8601 19451 946 4798 474 29071 2083 9301 18433 912 15762 1596
shrinkage=0.1


Tree=21
num_leaves=53
num_cat=0
split_feature=2 1 0 1 0 4 1 15 3 3 3 4 4 7 12 2 2 10 4 2 7 16 1 4 2 6 2 1 3 7 3 2 4 4 4 10 3 6 0 4 14 3 4 3 10 12 10 14 0 1 4 1
split_gain=30.1568 11.7822 4.79129 4.21343 2.30283 2.3885 2.02732 1.85851 1.79033 1.78872 1.24465 1.18183 1.03999 1.00909 1.00833 0.995934 0.983903 0.980353 1.06524 1.62395 0.977617 0.964282 0.941526 0.911609 1.09542 1.22106 0.995563 0.849686 0.828414 0.819515 0.781045 0.76341 1.00314 0.76005 1.25562 0.81849 0.738579 0.737197 0.733285 0.728809 0.698838 0.693634 0.679078 0.672966 0.652769 0.63115 0.629281 0.606167 0.604531 0.595679 0.59351 0.853311
threshold=0.084225106984376921 0.21041989326477054 0.0092746415175497549 0.042924579232931144 0.0012969530653208496 0.68618150553910418 0.65366470813751232 0.10979913569042392 -0.11580514209344982 0.054893374443054206 0.46161058102734392 -0.052910995205453427 -0.052910995205453427 0.021963704207906744 0.61016763921170936 0.00066536068334244202 0.0012641131179407241 0.046257404294351413 0.3534637874008727 0.42987379431724554 0.0050824836641032104 -0.021888258725237596 0.9724332094192506 1.0986147853183457 0.00036510407517198479 0.2259609803164897 0.0091412449255585688 0.0026420594658702616 0.54976712446659814 -0.0060656637270051017 -0.70024702834598418 0.97326689958572399 1.3937804095445263 0.30690221047819249 0.329224942953176 -7.443762921672994e-05 0.26204344624056836 -0.22555957497181051 0.0026866979897022252 1.1731789138043924 0.28412603776905931 0.00064671877771615993 0.016054856212774405 -0.17630825215019283 -0.11179805544145777 -0.39163716694426859 -0.0058533935535988952 0.19032368757048843 0.0012969530653208496 0.93619707226753246 -1.2610333098730926 0.50978776812553417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 10 11 6 13 23 -5 16 17 -3 49 36 -14 33 -4 18 19 38 -10 43 -7 24 -1 41 29 -23 -11 -27 -25 32 -20 -13 -35 39 50 -16 -2 -36 -19 -26 -17 -18 -29 -44 -47 -34 -31 -8 51 -6
right_child=3 4 9 8 5 22 12 -9 20 28 -12 15 14 -15 37 42 21 40 31 -21 -22 27 -24 30 25 26 -28 44 -30 48 -32 -33 47 34 35 -37 -38 -39 -40 -41 -42 -43 45 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.074825279994762087 0.090344840741102439 0.07579843665881715 0.057802310015398983 0.012177288685254787 -0.00082203010224895276 -0.0088425731714059062 0.050500830619854088 0.055151206942682496 -0.035004057040159971 -0.027356051790372194 -0.070938773669701846 0.071799648895779222 0.019990871143384194 -0.015958201326995516 -0.0070474087388581186 -0.039036048708875663 0.010387843205228897 0.034423385741754381 -0.036609177929247914 -0.084815803823101929 -0.0076939783517203505 -0.074681498308126024 0.018083884737371523 0.11583816678295743 0.021799705686131016 0.0094518669854398284 0.0057807735119491293 -0.097052759269932537 -0.083862432835092995 -0.15631044064362587 -0.08717352243847834 -0.051473037789670266 0.030968264820751198 -0.16194451217666384 0.045169391981407618 0.059646664158458276 -0.09921348403506397 0.065167501094737595 -0.044313080477013211 0.011141720089762009 -0.046217273775755241 -0.067981385582654735 0.078309420655286219 -0.02295265605625248 0.00069141727509462389 -0.034794744745041954 0.040844112339153693 -0.029289245923461979 -0.052936633105384184 0.086628554678165506 0.027935487215010608 -0.20381844205928765
leaf_weight=2.8803672548965542 0.39565707252768589 10.624080081877763 2.3554694032500256 15.781017369597974 1.0508170913672028 24.027040244349337 13.299340150035279 13.177573017099347 38.725721447353862 27.455805188199523 20.663273961948107 8.6387339392313134 19.702754508260114 8.0425518471165542 1.6141311103128817 2.273003755399257 7.0248399264382888 2.6735794268461168 16.298837029364226 14.159806473631759 19.827694097593849 1.5317283210788435 28.221206437359797 0.20291729588643637 33.712679897871567 1.029878154222388 4.8354695455709589 0.67066679362323967 2.8546589292855051 0.98779460132936803 1.4133229665458191 15.733979695221931 4.4403688153070098 0.29152425698703055 13.900716635296698 14.398251161706872 0.46692277965485018 11.18044123497384 23.480089283923007 11.518227148008007 1.771518373127037 0.86632810822629736 1.6021386078791691 43.391325805154338 93.756419195429771 2.0624841419921722 2.3169409188631107 2.6521786048833746 1.3598123035189926 7.0506634077828485 31.812441693815348 0.24034754605963815
leaf_count=532 93 1562 807 3888 109 6573 3129 1692 16518 11123 9236 686 4572 1776 283 219 1436 978 8490 10464 7015 549 5303 12 6455 121 633 72 1054 89 245 5685 1423 24 1210 861 116 3105 12471 939 490 285 292 13735 25215 361 423 689 270 1780 9005 5
internal_value=0 0.0128725 -0.00236989 -0.0358294 0.0299038 0.0228616 0.0323498 0.0219643 -0.017706 -0.0105894 -0.0489971 0.0451713 0.0453477 0.0158306 0.0342143 0.0394413 -0.00607532 -0.0434272 -0.0460574 -0.0579817 -0.0257613 -0.00711007 0.00570259 0.0126993 0.0153195 0.011285 -0.0233415 -0.00122599 -0.0327234 -0.064849 -0.0607126 -0.0344443 -0.0229601 0.044879 0.0390519 0.0405944 0.0234507 0.0560599 -0.0420167 0.0297686 0.00222991 0.0195169 0.00730168 -0.0183051 -2.07607e-05 0.0249729 0.00522541 0.00841892 -0.0972721 0.063082 0.0252327 -0.0408415
internal_weight=0 453.842 239.507 176.604 214.335 146.709 94.4604 60.4661 74.3344 179.041 102.269 67.6261 52.8473 41.6131 32.4973 57.002 148.73 81.606 77.1609 38.0356 58.5534 146.375 52.2482 47.2886 45.6723 42.792 8.21295 95.9588 30.3105 3.37749 1.61624 39.1254 23.3914 48.7475 40.1087 39.8172 33.5705 12.7946 23.8757 25.4189 4.4451 34.579 8.25457 50.4162 94.4271 5.98156 4.37943 7.09255 2.34761 20.35 33.1036 1.29116
internal_count=184098 106658 64325 77440 42333 35756 23880 10334 27421 53991 50019 6577 12869 11011 7960 5015 41814 40783 39315 23028 23533 41007 11876 8642 8385 7853 1113 25836 12177 480 257 16287 10602 3720 3034 3010 9235 3388 12564 2149 1468 6740 1295 15171 25287 1076 784 2112 359 4909 9119 114
shrinkage=0.1


Tree=22
num_leaves=53
num_cat=0
split_feature=2 0 2 2 0 0 4 4 15 13 0 2 0 4 8 4 11 7 7 13 7 7 2 8 2 2 7 13 4 9 10 10 0 11 16 11 13 13 8 9 8 7 13 15 11 9 11 7 4 0 12 8
split_gain=25.034 9.87682 4.63413 3.18542 2.71435 2.6409 1.93132 1.61115 1.4099 1.37253 1.2165 1.12093 1.01164 0.927718 0.89801 0.883811 1.2307 0.881703 0.992451 0.822789 0.780513 0.753425 0.743118 0.692077 0.664514 0.664494 0.648427 0.635855 0.618581 0.610345 0.577968 0.577826 0.561671 0.54798 0.58748 0.536534 0.532015 0.527154 0.52562 0.522776 0.512425 0.500244 0.487584 0.484996 0.473391 0.469903 0.46968 0.465813 0.465728 0.465393 0.46122 0.458763
threshold=0.065737672150135054 0.0032537278020754461 0.33354526758193975 0.010091976262629034 0.0035281032323837285 5.0045073294313631e-05 1.4526980589775988 0.3534637874008727 -0.14022219501610064 0.034586285325247518 0.22646997123956683 0.0034071007976308469 0.32382959127426153 0.31914994416104109 -0.0029883173725147819 -0.17679121812530726 0.030027167948231872 0.0023910368245965365 -0.074896659626991061 -0.45866811379969669 0.0050824836641032104 0.0049424095122574604 0.99528366327285778 0.027222959862967463 1.1280690159765074e-05 0.67737889289855968 -0.03878073223614701 -0.14897213591885883 -0.052910995205453427 -0.025319592322410305 -0.032862565345921614 0.0023045117495436897 0.011030515655875208 -0.001332214026425281 0.1374643665912412 -0.011938209555601426 0.063078445228549954 -0.42731625886164948 -0.00035037168476552682 -0.025319592322410305 -0.0037353215082725636 0.055262995755457824 -0.31303558774930201 -0.10318988348804033 0.0066117171190806 0.0035719415905877913 -0.0051321760260494816 -0.054931091816334744 2.1246048965242164 0.019543461501598362 -0.20779458747845667 -0.031787559880722911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 31 11 25 19 17 15 28 20 29 33 16 43 18 -5 -7 21 26 23 -9 -8 35 -6 -28 49 -10 -13 46 -20 34 37 -4 44 -15 -29 -14 42 -22 -30 -11 -26 50 -1 -41 -47 51 -39 -3
right_child=2 3 7 9 12 8 24 22 13 10 -12 30 39 14 -16 -17 -18 -19 32 -21 41 -23 -24 -25 36 -27 27 38 40 -31 -32 -33 -34 -35 -36 -37 -38 45 -40 47 -42 -43 -44 -45 -46 48 -48 -49 -50 -51 -52 -53
leaf_value=0.070843079101073667 0.057451578663823347 -0.014116946164455078 0.017140771143126825 0.041570332334275789 0.0033982988308663975 0.082678617471841798 0.03299005754116998 -0.033645657190494657 -0.010562712593646176 0.0031401499241532726 -0.044397792562401728 -0.032664404694172144 -0.084492271625913246 -0.14394113374509807 0.041555773268890234 -0.0068873666373641803 -0.035270603190645781 0.00028976060968793617 0.0074478846846766636 -0.0095521050955684438 -0.00083482652240528818 -0.12205785871490676 -0.062763888022041123 0.022559555893523538 -0.031997559125934695 -0.081782703353846825 -0.041678827638509164 -0.028306523438302852 0.11794294597723948 0.051262866962189894 0.015206161156692691 0.095623855968030802 -0.027105529524952737 -0.046473978086849041 -0.068692149029940225 -0.056685861707948149 -0.0027195239704434944 -0.035459662321733317 -0.0065077258030113664 0.037719016373597328 0.04116341912493332 -0.03435146791482252 0.015338601253799293 0.024498738354898734 -0.15700390912108034 0.089624366275134121 0.034125205995986556 -0.042038672524192335 0.013193695221723837 0.072321461615950156 0.020429651761476302 0.047703403459155899
leaf_weight=12.16816509549972 4.7385200260541742 1.4765835088837773 1.0557111829366483 2.4519284160633097 9.0269981477977108 1.0510396520985512 3.3935565746505771 34.144253209586168 1.6661668803571945 14.329479796426311 4.6189855254579006 2.7388399543851838 2.8162349415106283 0.17681685456774232 19.825641874987923 26.903361075395878 4.5031990512361508 34.647713926005963 5.2596000104458644 10.177431875010369 34.24298145855937 0.73849086124391661 8.5893646409022022 2.3290610032963732 6.092905900412009 14.462531219862283 17.128068305753906 26.038569043748787 0.45679089080658997 35.510010403908382 29.785916736262152 6.4402945140755028 44.01576216025569 1.4911026150512032 0.76369422278366883 13.228266097865344 12.131904889269206 1.6556061751471229 19.243970348361486 0.78579617099603538 16.723465795847005 5.1013206664065356 20.502929938949819 41.241769196582027 0.30297394812805567 1.8033838860501412 4.95420035274583 8.7167764452587999 1.4306200611754318 6.507873200076574 12.625398487652992 6.2437670622530259
leaf_count=690 809 294 467 605 3289 94 376 15517 230 3287 1667 554 849 16 2262 9825 727 9729 1204 1504 11938 133 3273 797 1096 11688 8177 10256 71 5914 9568 309 15259 298 67 8118 2359 323 7807 308 4463 1289 5734 10275 24 304 361 4419 127 1686 1690 1734
internal_value=0 0.0150693 -0.0281611 0.00516886 -0.0166925 0.040257 0.0188592 -0.0481308 0.0322983 -0.00301369 0.00551371 0.0257243 -0.0195373 0.0371276 0.0264918 0.00817272 0.0149172 -0.0120559 -0.0203225 -0.000803012 -0.0165281 -0.0227038 -0.0363056 -0.0300474 -0.0075828 -0.0666344 -0.0216469 -0.0252693 0.0348428 0.0484883 0.0111596 0.0699937 -0.023416 0.0114958 0.0162192 -0.0512151 -0.0150384 0.0199492 -0.0190487 -0.0467166 0.0281115 -0.00519395 0.0176718 0.018994 -0.0383336 0.0217465 0.060265 -0.0353857 0.0560682 0.0526138 0.0139147 0.0358745
internal_weight=0 396.069 202.387 284.329 128.578 111.74 106.358 73.8092 88.1769 177.972 91.5968 84.4362 123.839 76.9484 39.7723 86.9778 60.0744 86.375 51.7273 11.2285 111.52 72.1761 45.0627 36.4733 21.9213 28.7465 71.4376 62.4106 51.9114 37.1762 32.5248 23.5627 49.2754 19.9466 18.4555 14.284 18.5278 17.6918 45.2825 12.3188 37.6832 39.3443 20.9597 55.5712 6.39588 17.515 17.1224 9.50257 3.234 14.2282 14.281 7.72035
internal_count=183860 94726 89134 80537 49274 14189 27959 39860 12829 52578 25781 24104 48465 11231 5087 24114 14289 26797 17068 1598 42889 29662 19587 16314 3855 20273 29529 26240 13982 6144 10122 1360 16463 2825 2527 8585 3479 2460 18063 5576 10268 13227 5805 13562 1120 2444 1051 4727 431 3714 2013 2028
shrinkage=0.1


Tree=23
num_leaves=53
num_cat=0
split_feature=1 2 2 9 1 4 15 1 2 9 16 15 4 1 4 2 1 14 4 1 2 6 2 2 6 5 6 13 5 7 7 7 6 4 6 15 13 2 4 4 1 13 1 5 13 9 14 9 4 16 4 13
split_gain=22.4415 8.68252 4.09051 2.40277 1.75072 1.4942 1.69172 1.68414 1.47449 1.36619 1.27419 0.965848 1.28419 1.00225 0.935563 0.92808 0.8728 0.833196 0.827779 0.792792 0.787075 0.724886 0.818589 0.707453 0.68725 0.685592 0.649047 0.702835 0.617814 0.585006 0.576136 0.757735 0.665828 0.576238 0.555541 0.536527 0.80225 0.556888 0.540002 0.598529 0.536035 0.53323 0.48118 0.480078 0.47951 0.467565 0.941045 0.466703 0.447625 0.566614 0.444461 0.444411
threshold=0.11462927982211114 0.13451188802719119 0.022163445129990581 0.056245623658889236 0.0018371290643699469 0.68618150553910418 -0.079495908520485339 0.78340271115303051 0.00059602572582662116 -0.095037081749210883 0.03240580112162264 0.11427337688098049 0.64486503350714452 2.0802865947189279e-05 -0.17679121812530726 0.0016928264521993699 0.010943744331598284 -0.34277443538136876 -0.093616626523592664 0.46670718491077429 0.0018553071422502401 0.20018402498989959 5.6117642088793225e-05 0.00015001876454334709 0.1729754548828604 -0.4706779228295675 0.26066202452910742 -0.037547264627091674 -0.20269567319298443 -0.026512996137702288 -0.0014588876951992218 -0.066782209864064704 0.24697294938055295 -1.5978163435150556 -0.16799370720322593 0.019558182565498482 0.14283179029739615 0.00015001876454334709 0.13654997150394585 0.4801471372501307 0.30583702027797705 -0.54822324553061896 0.98641988635063182 -0.48984302488244985 0.30692655904180505 -0.00650100598895865 -0.12874213368664059 -0.019874940410063543 -1.2991067296705119 0.057242843255570539 0.68618774321038345 0.36974023564646802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 23 6 7 17 45 -6 20 12 16 -14 19 35 -3 -2 48 51 41 22 -19 -1 -13 -9 27 43 -29 -21 31 -22 44 -32 42 38 37 -37 40 -40 -8 -11 -20 -12 -33 46 -7 -10 49 -17 -28 -4
right_child=2 11 14 -5 9 8 15 25 47 10 26 24 13 -15 -16 18 -18 21 34 29 30 -23 -24 -25 -26 -27 50 28 -30 -31 33 32 -34 -35 -36 36 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.15622824469139796 0.049003036595580036 -0.073596175293682037 0.0043355321955512501 0.039629384250473826 -0.07288049524743416 0.033399778275702709 -0.014012889517577426 -0.069442275951592233 0.087098259823690516 -0.1433418422878075 0.070678850673729393 -0.03334659688261836 -0.063713942189748157 -0.023705473227619345 -0.0091056683821476962 0.040424722514698211 -0.045776042987964408 -0.16949710854707953 -0.0039769612511550709 -0.062808533850194234 0.021455405382931114 -0.052054145786299015 0.0052177899367058488 -0.0688628881075357 0.015134940845789899 0.063914689252528897 -0.018132612028046571 -0.015360260523344355 0.017603277884959259 0.052035540976283372 0.057117071957335341 -0.031306583408610082 0.007155124397367027 -0.0092715094968288357 0.028476692766128599 0.1141588671689958 0.044753213765112432 0.067870470229741381 0.0060232859225812776 0.074880170897106163 0.065412223662914132 0.034019896081901875 -0.15159810174044988 -0.011198086690890018 0.026353621920636606 0.032107083170404296 -0.028342468592619453 -0.004146513763465998 0.049539025534508008 -0.13111970568514461 -0.10168094443442366 0.041144672794257819
leaf_weight=0.1270427189883766 2.4423340094508612 20.60232341012852 41.252919469934568 10.61745506095758 3.1305031863448667 6.126861629774794 0.93266858096467586 0.39686602939036664 0.5574841718334963 0.15905421995557834 0.72346401846152986 9.5674104454774334 8.1271720777440333 27.284846903672587 34.952890074571769 0.47614220695686782 25.250592940390561 0.2585413993219835 4.310193526849619 0.46255664111231443 3.7033670251548676 3.6664205015840716 9.2747628163633618 5.6261762019184971 4.1950824916057163 6.2036165505051022 4.8217932472034581 6.5799947699779286 41.268090189632858 6.2782640176956184 1.3215300042356819 43.337835970243759 5.6009076396949231 55.632220151146619 14.679259445649221 4.0853882497249305 9.3174354454749828 7.524733595935686 5.5385562234441741 1.6188626264629418 8.9324901809450221 4.4479079807206281 0.2152010811259969 21.433375946155138 1.4791910210042249 49.354343377199257 4.1097143219958507 22.200562737460132 22.895071633145562 0.29920718813082203 0.71846233803080384 3.5463998966733916
leaf_count=23 332 15676 10395 1629 681 957 229 45 196 19 91 5216 1549 12729 13802 44 15574 12 1049 98 1031 650 2249 2501 1807 1637 1416 2185 11050 1738 292 18029 1611 17319 5017 447 1816 1449 1228 595 1681 1169 21 6702 474 5905 659 6305 5535 26 109 861
internal_value=0 -0.0180067 0.02148 -0.00668925 -0.00915009 0.0298564 0.0378813 0.0134457 0.0198065 -0.00753771 -0.0064614 -0.043098 -0.0472473 -0.0329146 0.00352084 0.0446014 -0.0582994 -0.00444091 0.0344932 0.0120839 -0.0130571 -0.0143817 0.000176029 -0.0634312 -0.018568 0.0557331 0.00363931 0.00624928 0.0130662 0.0440119 -0.0147381 -0.0221251 -0.0253326 -0.00771389 0.0190412 0.0560002 0.0667489 0.0843066 0.0427304 0.0217427 0.0578917 0.0273745 -0.0115569 -0.00847068 -0.0293939 0.0280737 0.0086058 -0.00184581 0.0470065 -0.0272148 -0.0292548 0.00726442
internal_weight=0 305.756 271.91 210.728 200.111 185.417 103.068 22.2425 82.349 194.358 191.227 95.0274 81.2649 35.412 86.493 80.8252 45.8529 15.6421 42.8751 51.5401 115.682 13.1997 9.5333 5.75322 13.7625 6.60048 75.5452 70.0049 47.8481 6.74082 111.075 54.1213 50.4179 56.9538 19.2047 37.9501 20.9276 11.6101 17.0226 7.15742 9.86516 4.60696 4.52539 22.1568 44.817 59.5909 10.2366 22.758 23.6704 0.775349 5.54026 44.7993
internal_count=183860 118882 64978 66331 64702 38084 24062 4925 14022 62178 61497 52551 45528 14278 26894 19137 31250 3243 11692 13092 39944 2911 2261 2524 7023 1682 21553 20028 13235 1836 38756 21145 20114 17611 6087 7445 3712 1896 3733 1823 1910 1188 1070 6793 18503 7521 1616 6501 5605 70 1525 11256
shrinkage=0.1


Tree=24
num_leaves=53
num_cat=0
split_feature=3 0 1 2 1 5 8 2 15 3 13 16 8 3 13 1 2 1 5 13 6 7 3 6 5 13 13 11 6 0 6 3 5 1 8 6 5 5 0 8 2 11 11 6 2 1 13 8 16 6 6 3
split_gain=21.459 6.70533 4.81105 2.42157 2.32663 1.80356 1.50603 1.47032 1.3987 1.38525 1.18869 1.01457 0.993392 0.992109 0.920416 0.838405 0.793364 0.784815 0.769633 0.761903 0.74768 0.683207 0.678182 0.632727 0.629724 0.707352 0.574701 0.571279 0.60971 0.552023 0.487755 0.47779 0.476711 0.474643 0.491332 0.523563 0.559235 0.949393 0.774729 0.771665 0.562157 0.63259 0.457942 0.928873 0.46625 0.710965 0.457903 0.43449 0.544554 0.422449 0.416576 0.41632
threshold=-0.020669484511017796 0.0035281032323837285 0.011441867332905533 0.0096051609143614786 0.27077260613441473 -0.45103345331402117 -0.0012384161476854322 0.11736959591507913 -0.17626843234346615 0.40553123179415712 -0.14064460745501475 0.031444319521115531 0.0036551466264540164 -0.35616391547955567 0.43149987952901064 0.29389062523841863 0.0036785331321880226 0.00052406726172193896 0.40492293670462259 0.40481132718610063 0.19154820391201072 0.010110844672382093 0.082029022742062821 0.25209238193960565 -0.011023141426916485 -0.42731625886164948 0.12414044263923325 -0.08270850234044537 -0.24324975721071621 0.018529223278164867 0.084886380628475852 -0.45949081273283804 -0.05456698307401435 0.99876272678375255 -0.035855694641120199 -0.22967669388340375 -0.031225203909595892 0.41636233329028677 0.00022535544849233705 -0.0033013192027806916 0.0020407233387231831 -0.11292359675929789 -0.009589721331239651 -0.34924945630199383 0.0091412449255585688 0.011984106153249742 -0.52284081793727777 -0.0020893607901691525 -0.17812426569239781 0.21747320042371837 -0.24580405555463994 -0.70024702834598418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 33 7 -6 14 13 16 10 20 15 21 -3 50 -12 24 -2 27 29 46 51 32 -8 25 -1 49 -19 -29 30 -15 -9 -13 34 -4 -36 38 40 -37 -40 -38 -42 43 -31 -44 -46 -5 -47 -49 -11 -7 -10
right_child=2 4 3 9 5 6 23 31 12 26 11 22 -14 19 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 42 -32 -33 -34 -35 35 36 37 -39 39 -41 41 -43 44 -45 45 47 -48 48 -50 -51 -52 -53
leaf_value=0.095347012536905917 -0.057050527464899928 0.029030328685151787 -0.029981055739976961 -0.076670522350031967 -0.038441253096524519 -0.015372513040571424 0.047692571422627471 0.033980231779139988 0.051056692103220641 -0.050372821878948031 -0.02317633526416462 -0.011076582322598956 0.058138527145858321 0.017735980991349373 0.048707997567748601 0.0094037185917858271 0.02517039666987422 0.061574604286351975 -0.00014189828757872467 0.027877623355047509 0.00083467614821288729 0.0087241868270710489 -0.023248447080825886 -2.3002860631120021e-05 0.020109574353707679 -0.083582271383620066 -0.091658759440892981 -0.013398674150900264 -0.049127785206466351 -0.14289521076451214 -0.008685072990603138 -0.032573755011501282 0.015111067496013065 -0.075301381516250626 -0.013177396166467365 0.11810362493633181 0.095056413252143812 0.00072802664599087841 -0.022204931401765021 0.035549751022632574 -0.14699183677347646 0.046237570910352882 0.027223743724711959 -0.020941550477058455 -0.085223500010874281 -0.018207329209334218 -0.035789160526670617 0.065319535957947469 -0.0016400770064966673 0.011979542259228622 0.012033892334674678 0.033327932028075512
leaf_weight=0.23071755876299072 29.928719384066426 12.414781197287082 2.2151976085733684 3.1396719144140723 5.0295463073125566 6.463749906004522 24.157987948303347 1.1380961653849251 18.525213154589437 5.9768899565297016 60.066239970214156 9.8559461731056199 24.251253797287063 18.1155838075174 6.353361787616449 9.0843655933495011 4.7873442821291974 0.51870437042089079 5.3294841535644073 8.3627946443957608 5.1569559790295889 8.8576795960325381 9.2213416247832338 3.139982262349803 1.2876905756856993 2.2011137475710711 2.9252893962584494 5.8316745353477009 26.782069190723632 0.66604316298617039 11.353494076749483 16.917161411694906 23.484333475542371 0.57700832424597948 4.2177407121198582 0.58702047951374936 3.0142737197202063 3.8583555697696283 5.6499681709574432 3.8914612740190844 0.15989210963016365 4.0781370779805002 3.9538039276667396 7.3665818250665307 1.1585791696852528 18.924100889817048 21.760685459092201 1.254499261194719 26.835022889186817 1.3198801082726275 38.492512482986058 47.370965083973715
leaf_count=19 12218 2598 466 1586 802 1392 7506 377 2030 3907 25922 3976 2746 4608 1814 3272 678 193 1751 2149 2095 1811 4067 735 177 300 983 2772 20390 45 2611 7637 7018 153 856 71 1219 572 1722 1467 17 1412 1375 1864 401 5143 10885 340 7914 552 10953 6390
internal_value=0 0.0168561 -0.0223153 -0.0137441 0.00654256 0.0195209 0.0232372 -0.00190879 0.0371982 -0.018741 -0.016173 -0.0114199 0.040541 0.00241907 0.0131335 -0.018895 -0.00171012 -0.0448947 -0.0354141 -0.000957015 -0.0338214 0.0348198 0.00072766 0.0422075 -0.0362633 -0.0660436 -0.0542673 -0.0410847 -0.0427497 -0.0036524 0.00755768 -0.0283496 0.0073678 0.0131359 0.0150266 0.0189611 0.0253489 0.0408247 0.00833087 0.00137233 0.0621035 0.0383698 -0.00914433 -0.0313438 -0.00571397 -0.00842633 -0.0409944 -0.00650261 0.00138941 -0.0390925 0.00808896 0.0383243
internal_weight=0 319.61 248.631 180.241 212.098 83.6371 78.6076 128.461 107.512 151.992 141.77 111.712 99.0051 110.405 51.3096 69.1506 8.50687 68.3907 38.4619 97.9905 30.0573 74.7539 42.5616 27.298 3.71952 2.43183 10.2221 33.1324 32.6137 89.6277 29.4691 18.0553 33.3403 28.2491 27.672 25.4568 21.2391 11.1107 10.1284 9.54143 7.2523 4.23803 60.1586 8.03262 52.126 48.1722 24.9004 47.0136 28.0895 7.29677 44.9563 65.8962
internal_count=183957 74415 109542 72218 60264 23202 22400 37062 14151 64263 58821 44255 12977 29048 14159 29194 1174 37324 25106 26450 14566 10231 15061 8241 496 319 5442 23355 23162 24301 7219 8014 10994 7955 7802 7336 6480 3220 3260 3189 2648 1429 17082 1909 15173 13798 12471 13397 8254 4459 12345 8420
shrinkage=0.1


Tree=25
num_leaves=53
num_cat=0
split_feature=3 0 1 2 1 0 5 3 13 6 8 5 15 2 8 2 10 16 13 10 10 1 5 6 8 10 8 14 6 8 6 14 13 1 10 5 14 10 8 5 16 14 16 3 3 1 14 16 14 2 8 10
split_gain=18.6142 6.09791 4.3472 2.47681 1.94198 1.34996 1.29814 1.17601 1.10117 1.74271 1.08207 1.0568 0.8917 0.844967 0.809521 0.865735 0.799603 0.824416 0.723302 0.717385 0.66928 0.62219 0.614184 0.590218 0.583878 0.536663 0.522709 0.576498 0.51391 0.546089 0.512114 0.508148 0.505061 0.503598 0.474331 0.471803 0.464574 0.688753 0.464334 0.445392 0.532559 0.445207 0.440379 0.665888 0.87416 0.440196 0.439701 0.437385 0.43118 0.427544 0.42335 0.410693
threshold=-0.020669484511017796 0.0024143621558323507 0.0045881744008511314 0.0096051609143614786 0.28267468512058264 0.018529223278164867 -0.48984302488244985 0.25179233029484754 -0.041725807912007869 0.25807213373245852 0.0036551466264540164 0.25987527082693612 -0.13717576037080834 0.11736959591507913 -0.0015181826599786001 2.2826218810223512e-05 -0.11179805544145777 0.031444319521115531 0.34124310831561899 -0.00069131482458484447 0.0052242799993131054 0.48765388131141668 -0.07423042567242806 0.23553204088130059 0.0035461055145065254 -0.0016946211286266557 -0.015552036528556646 -0.12599455732874856 0.27092136782564669 0.049495404520422524 -0.28186912993693286 -0.71820458063899328 -0.055921975992867197 0.91673123836517345 0.00068675291306804392 -0.038714610957641081 0.13862446216595833 0.059029569975341707 -0.0010619640889404248 0.020742623809715671 0.11239829116064405 0.14453589914327367 -0.14909380803806691 -0.63523146376246575 -0.70024702834598418 0.9968472719192506 -0.50687749982667263 -0.17812426569239781 0.023848662836335955 0.0029025207040831451 -0.01878076980670455 -0.0072272572768541325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 34 51 5 23 32 8 9 -5 12 14 49 47 15 35 -10 21 -9 25 26 -18 -19 39 -21 42 27 31 -12 -30 50 -17 -6 -22 41 -8 -24 -38 -36 -3 -41 -2 43 44 -14 -29 -13 -7 -44 -1 -15 -4
right_child=2 4 3 7 6 13 11 18 16 -11 28 46 19 30 -16 20 17 22 -20 24 33 -23 36 -25 -26 -27 -28 45 29 -31 -32 -33 -34 -35 38 -37 37 -39 -40 40 -42 -43 48 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.022703424100287237 -0.047416168487238348 0.005745507569821515 -0.002042331091004075 -0.032237013618539555 0.023028720444090392 0.030854844663005521 0.029786299556936582 -0.034840569171482282 -0.13690695056879851 0.024288937980660973 0.063688638591525043 0.058467163293474733 0.00022603062830706149 0.15737444208675924 0.043538816222595471 -0.097711669220423167 -0.019161687152220042 -0.015992013446200767 -0.097065557449669493 0.050173080320769052 0.035331644171355529 0.020852504562662501 0.01900600262058361 -0.011839501599860199 -0.099886498135630844 -0.011089535466943329 0.023726514655893552 -0.030125622444286779 -0.010171291526164359 0.059535975198636883 -0.034910547976225136 0.026712222341593872 -0.051780024097442735 0.10115676787626438 -0.063322760636911335 -0.096257847881433128 -0.0048558876429433259 -0.14700257072827252 -0.03449241710196211 0.019020072057936162 0.056451508232788661 -0.081940738527360238 0.036699114484605867 0.031167474828502996 -0.15866451870325318 -0.16574073511334184 -0.00077769523154024912 -0.0053550554113942885 -0.036943823185411041 0.024228292144477959 0.0045355191959353522 0.022714072785176655
leaf_weight=4.090844504076812 9.4097916221744509 17.268596335001348 10.802972443761975 50.979165541113616 1.2087371138040905 3.4986404590308657 0.41761862986459164 17.948543399317717 0.46233206341275845 6.0944995144818668 18.699113712536931 1.318271666328658 1.067865724173316 0.20829714857973158 22.871626954409294 0.34271182038355608 45.087068523553171 10.236047537713601 2.0769188962694889 24.576110327274368 4.4894087497814317 4.2379311855693222 20.446158289070812 8.0448488378679013 0.24634840257931401 3.4143938388006054 21.129036204736625 2.4886063347876184 2.1699863637040826 2.3037991269084159 13.925181982576758 3.7056694247075939 3.4473475545237298 1.5689486389164811 7.0334079720887521 0.95481036540877429 3.1135707395878849 0.36537424924244977 27.694682334231402 17.692706701309366 4.8370101358595994 6.3222525936980665 28.98370530276225 2.5581628748259382 0.49476773577043776 0.24922051455359895 20.121592597424751 65.079505759142194 0.80399409090750751 3.6619853385855095 0.92232410052383673 17.61879017240426
leaf_count=524 5501 5679 2940 25905 176 923 84 11295 46 2709 2189 209 107 15 7621 31 19419 4438 651 2886 1403 1605 6555 1645 16 452 7905 819 216 145 6558 896 504 458 4093 72 1126 33 14872 3829 797 2827 4116 311 34 20 3853 18850 192 552 328 5527
internal_value=0 0.0162766 -0.0208502 -0.0139011 0.00704752 -0.000549675 0.0188921 -0.0187041 -0.0154802 -0.0261954 0.0376694 0.0218935 0.0314463 -0.00821315 0.0288815 0.0193802 -0.00819132 -0.00744981 -0.0413737 0.0354346 0.022535 -0.0157175 0.0044898 0.0128448 0.0486141 0.0266505 0.0159763 -0.00815318 0.0564023 0.0258174 -0.0296507 0.015802 -0.0323458 0.0526221 -0.0469287 -0.0580121 0.013258 -0.0204494 -0.0403605 0.0178376 0.0270942 -0.0613666 0.0304545 -0.000185719 -0.0512891 -0.04345 0.00291005 -0.0035003 0.0346908 -0.000530949 0.0346735 0.0133088
internal_weight=0 308.862 239.93 189.469 215.791 131.477 84.3136 161.048 141.022 57.0737 93.0711 79.6575 69.8982 83.6339 58.2177 35.346 83.9485 83.4862 20.0255 62.1453 33.9736 49.325 34.1612 47.8432 24.8225 37.3229 27.9152 6.78621 23.1729 4.47379 15.0558 4.04838 4.65608 6.05836 50.4601 1.37243 23.9251 3.47894 34.7281 39.7983 22.5297 15.732 33.9085 4.1208 1.56263 2.73783 21.4399 68.5781 29.7877 7.75283 1.13062 28.4218
internal_count=183957 74415 109542 82249 62675 38624 24051 73782 61836 28614 11740 23371 9190 26674 19309 11688 33222 33176 11946 8114 11532 21024 12152 11950 2902 5212 9671 1766 2550 361 6901 927 680 1861 27293 156 7714 1159 18965 10305 4626 8328 4760 452 141 839 4062 19773 4308 1076 343 8467
shrinkage=0.1


Tree=26
num_leaves=53
num_cat=0
split_feature=3 2 2 1 9 7 3 10 3 3 2 13 16 6 1 14 2 14 10 5 1 10 9 14 9 16 7 5 1 2 14 9 6 6 5 2 7 5 5 16 16 13 1 11 11 11 3 14 13 13 6 5
split_gain=16.6017 5.90683 3.30294 2.76774 2.27378 1.47969 1.39103 1.35333 1.18145 0.991039 0.909789 0.90189 0.876671 0.780286 0.83921 0.770736 0.748434 0.747209 0.70755 0.698083 0.773989 0.840152 0.687831 0.610705 0.579024 0.569095 0.558066 0.566623 0.520245 0.504332 0.502346 0.502242 0.498405 0.631037 0.523346 0.495972 0.493734 0.513381 0.47925 0.514675 0.567848 0.491578 1.11305 0.490098 0.466305 1.09251 0.461168 0.45474 0.424885 0.503865 0.437155 0.781871
threshold=-0.056163265369832509 0.1284965127706528 0.001536158088129014 0.28267468512058264 0.050323706859821772 0.055262995755457824 0.10170684009790422 0.0028424433807839491 -0.81289954809471954 0.33196734434750402 0.55678939819335949 -0.20928910397333647 0.064644049393214914 0.17963076547112969 0.18485799431800845 0.26503318291418626 0.0018553071422502401 -0.46061980340527142 0.035414932009582012 -0.41267825887599424 0.9765773117542268 -0.0070657740571278488 0.015504640726327576 0.025056652829268621 0.00058396028672493645 -0.033431592852187705 -0.0029471576023946499 -0.051437154511271808 0.077107936143875136 0.44844397902488714 0.21532879093788829 -0.049486783771778793 -0.24324975721071621 -0.25242070548046508 0.25103049019468143 7.73496722104028e-05 -0.060151735319990275 -0.3629311150972942 -0.062070170980822403 -0.18428210903745759 -0.20003049014067065 -0.18155012942500268 0.9968472719192506 0.001681819463794521 0.0020841875449420923 0.0019434064605167601 -0.14782290905714032 -0.083110699401141533 0.0057368260041863201 0.0038275110054898499 0.063342868237293834 -0.11640173124915154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 5 8 12 24 -4 29 13 -6 16 14 17 -8 -2 -10 -7 35 22 -22 25 46 48 -21 27 -23 -18 36 -15 -14 33 34 -16 -5 37 -3 43 40 -40 42 -41 -26 45 -30 -9 -33 49 50 51 -1
right_child=1 9 4 19 11 18 15 23 10 -11 -12 -13 31 30 32 -17 28 -19 -20 20 21 26 -24 -25 38 -27 -28 -29 44 -31 -32 47 -34 -35 -36 -37 -38 -39 39 41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.057717143189499678 0.032404680564076645 0.12332237613380698 0.048038982128092829 -0.14782758209354496 0.066305430830377959 -0.047851957436246942 -0.029990309857185926 0.072956494934044144 0.075214793720749393 -0.055458537324665616 -0.0435212328284856 0.019246280352935807 -0.054723417549951331 -0.006432341710035934 0.054282292844967821 -0.090130125265828753 -0.021396626572550155 0.0020703312256463331 0.032366564122164064 -0.014028271111694763 0.0042946354948900168 -0.064910158948742983 0.050110863441607159 -0.0027386198394525234 0.059339826631585026 0.01555465160220834 0.070135283704129456 0.044455207103274816 -0.0089361540399009107 -0.040444569169942657 -0.089107418058778087 -0.013119876524591727 0.028662647609748994 -0.03255378788840213 -0.02979216978851594 -0.01853589165047519 -0.025612026583305005 -0.0056397691549213563 0.014959661536615675 0.017689274444366933 -0.10367850110965143 0.038753968658179275 -0.17787351634156859 -0.0072156550655415198 0.014919294830825304 -0.13681627199222107 0.026367038135331894 0.013017112925098703 0.025253662849895969 -0.14552780496677109 0.028277494474698513 -0.038603320449968129
leaf_weight=1.0794468321910233 3.2601933762416584 0.42887977720238268 6.9977783780341261 0.32239856530213673 8.9229683720623161 7.0214430776832142 20.430120201767753 12.799103633922641 1.4142854084348062 23.518746886720692 3.6065631215569729 7.5159826829985823 1.3918943123207999 22.280483037560774 2.3872695274549192 2.3693054016948727 62.499786619719089 56.783133949493276 1.2902774357353335 11.399811289382344 5.0401458244232336 0.65467467066264395 3.4628812051014384 1.4468082039602439 11.402029215612854 15.090486239892927 6.576160412230819 1.589068093253444 20.516596792793287 32.985544909268356 0.7426287562266215 8.9996529332420305 30.085877774279652 3.3020047746831542 1.0563304743263868 2.3925612699677004 33.082308276516414 0.99559042514010687 1.2978386899194445 2.1162258512849834 0.5655354598275143 18.008937443053586 0.31945013067161188 1.2211329484052829 8.2267505839008646 0.67313429470232122 2.5788168823783062 25.423648157495336 30.585608348992537 0.21258837202913206 4.0717578300318564 3.6275419644807672
leaf_count=297 1046 170 1509 24 721 1288 10503 1392 179 14272 2093 1080 321 5184 908 766 25702 15485 219 3829 1273 191 822 306 1928 5506 1785 291 7129 21839 136 2643 11590 587 214 410 18711 550 185 310 62 2332 9 237 2702 91 442 7995 5864 21 485 449
internal_value=0 -0.0166512 0.0186775 -0.00705214 0.00971184 0.00549134 -0.0135173 0.0337318 0.00813478 -0.0377738 0.00583289 0.0448333 -0.00954674 0.00734695 0.0113484 -0.0363047 -0.0145644 0.00387005 -0.0353571 0.0143144 0.0173669 0.0368912 0.00831624 0.0593452 0.0279353 0.0028231 0.055473 0.012288 -0.0162362 -0.0315984 -0.0091651 0.00378799 0.0231573 -0.0014074 0.028472 -0.0347422 -0.023126 0.0342191 0.0373208 0.0284702 -0.0216801 0.0330558 -0.00905145 0.0529003 -0.005266 -0.0131087 0.0651827 0.00618063 0.0196387 0.000526399 0.00434731 -0.0163816
internal_weight=0 291.33 244.74 200.319 153.407 136.968 153.791 91.3328 128.656 91.0111 121.659 16.439 130.992 118.052 95.0289 22.7994 95.1765 58.1974 8.31172 46.5282 43.8132 13.86 29.9532 16.8247 74.5081 26.4903 8.8199 2.24374 91.9163 67.4923 23.0231 35.8152 36.8315 6.7456 3.4436 2.71496 34.5068 1.42447 34.9311 22.308 1.86337 20.4446 2.43568 12.6232 29.4165 21.1897 15.3779 34.4233 39.5769 8.99133 8.77875 4.70699
internal_count=184083 128571 55512 73029 41193 39392 58898 14319 37885 55542 36376 1801 47629 34283 28963 11269 36670 15664 1507 14131 13697 3540 10157 2140 12179 9335 2267 482 35624 41270 5320 10959 13299 1709 1122 434 19431 720 5063 2898 247 2651 319 2165 9922 7220 1834 10638 7116 1252 1231 746
shrinkage=0.1


Tree=27
num_leaves=53
num_cat=0
split_feature=1 0 1 0 1 4 4 14 6 0 5 10 13 6 1 1 10 1 11 4 1 4 5 3 3 15 15 6 1 13 10 4 6 10 3 3 4 13 3 13 13 4 5 11 0 13 11 5 12 15 13 3
split_gain=14.5707 5.0804 3.40948 3.27414 1.60279 2.03927 1.30153 1.16157 1.03664 1.00004 0.937211 0.893062 0.889854 1.22863 0.855246 0.854458 0.788358 0.784015 0.766308 0.765282 0.935039 0.782707 0.775674 0.76143 0.748318 0.693674 0.684329 0.670583 0.653836 0.632104 0.691987 0.804653 0.903764 0.948351 0.631281 0.599681 0.587219 0.570972 0.564856 0.555022 0.542365 0.540826 0.533204 0.591647 0.648521 0.520403 0.519988 0.518723 0.59944 0.501627 0.500984 0.64461
threshold=0.12465873733162881 0.0072770621627569207 0.0018371290643699469 0.00031033725827001041 0.48765388131141668 -0.044218375167034994 0.30690221047819249 0.25640338214424224 -0.22967669388340375 0.00095060333842411648 -0.48984302488244985 0.059029569975341707 -0.053958975318905665 0.24697294938055295 0.93619707226753246 0.9724332094192506 0.0066019875341470913 0.10559603571891786 0.068294234062096032 0.62986213721594753 0.98013922572135936 1.4526980589775988 -0.42837343709768255 0.23296671360731128 0.028135696426033977 -0.093466835316243294 0.0037597755876023855 -0.04260035276200351 0.94358405470848095 -0.32111629995001967 -1.0000000180025095e-35 1.4526980589775988 -0.090467394295057124 -0.0085018553222787219 -0.014702966436743735 0.14676633942872289 1.0125521196961074 -0.023575812099583409 -0.48026174361075386 -0.029585887159662438 0.44676410361142166 -1.340101578679125 0.63900249906876427 -0.011938209555601426 0.021541224792599682 0.38091349980363726 -0.029226544592865982 -0.22663222502143479 2.4912358669663743 -0.051085274903636298 -0.037547264627091674 -0.19643890648148951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 18 23 10 -3 12 15 17 -6 24 13 -4 41 -7 27 -1 29 22 21 -21 50 25 -9 -5 35 -8 -24 -2 31 -31 -33 -34 36 45 -11 39 -19 -16 -13 -12 43 44 -27 -14 -15 -22 -49 -23 -10 -52
right_child=3 2 7 4 5 8 16 11 19 34 14 40 26 46 37 -17 -18 38 -20 20 47 49 28 -25 -26 42 -28 -29 -30 30 -32 32 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 51 -53
leaf_value=0.051140226672239456 0.087079464289456551 -0.078605833612442583 -0.027397088362015373 -0.012994370916127155 -0.037298985868244448 -0.034463819838019806 -0.069034878708841632 -0.0055810307361445315 0.044068094323206318 0.017610391731555274 -0.1264614328896374 -0.049475814893298747 -0.014620257515559731 0.067030086572425332 0.044891012011499629 0.011042687823712415 -0.016951840715454521 -0.078814587370156092 -0.072967217143281457 0.0079478687474011187 -0.015884985974731414 0.015144342153860568 0.022838218611255109 -0.053133130663464347 -0.056472851035297617 0.062359670542875216 1.1279307932775068e-05 -0.029864677331726815 0.055668261563959626 0.042085626131849761 0.059014711051811809 0.037074813108979483 0.06538804018234981 -0.065535127503900004 -0.027925089535380167 -0.042233456795622799 -0.081213610723807284 0.09543560596896096 0.037052515830669278 -0.16192995864833543 -0.1500411268648349 0.041036845312545346 -0.091782307166330623 0.005746018479657335 0.007013643628299396 0.021134512265406684 0.00097874188411448473 0.018633266808028709 0.057502396191267395 -0.049866048942213609 0.020276153453356122 -0.088865595763040151
leaf_weight=11.087057451470171 3.2564083757752078 10.223454023112934 64.904766719660984 19.11952946313977 1.2711795790819476 7.4379559089575222 9.2483250485311164 5.4256748241314181 0.96508468985848628 18.89967495666497 0.17836540215649321 1.0542866817122551 52.480650402596439 1.3585230143944489 0.61543165433613467 9.2257200619860651 11.682315291363919 0.84600378773757257 0.54461961833294381 13.680593882963878 2.7982272108056376 1.5544544790900543 13.853188573404625 2.4058294809947247 6.1733562377849012 4.132215150537375 53.188750727511433 8.3603671072633023 10.835848918439295 17.412079666639332 13.775935308593033 3.3670699246285949 0.69337260851170901 2.5053461251663967 4.2634225187121073 7.3214690037930259 0.60382389454753038 5.1102575574732318 0.80538847224670351 0.14561631614924397 1.130523812753381 17.00392136735536 0.50652223764336568 55.529624038201291 4.3325742414672277 4.3975745571879079 8.9061200313190039 13.4578762640449 5.6270713241974581 4.909067021435475 0.94242876302450951 1.2362384248408511
leaf_count=1544 228 8059 35623 5598 174 1598 3926 2216 84 4437 10 397 20038 542 211 1286 5380 82 58 4877 558 379 5596 1241 3327 878 20326 4252 3327 1870 1040 242 56 151 1624 4786 175 1865 113 20 148 5283 104 18931 1309 1324 3444 2952 1128 966 126 174
internal_value=0 -0.0158169 -0.0209856 0.0177549 0.0123689 0.0203166 -0.0478907 -0.0158296 0.0131197 0.0189867 0.0458881 -0.0438575 -0.0138195 -0.0223138 0.0505 -0.00928441 -0.0371294 0.0415743 0.0432563 0.0184648 0.00994058 -0.00560439 0.0313218 0.00212593 -0.0327117 0.00372662 -0.00837759 -0.0504858 0.0372765 0.0448304 0.0411474 0.0308463 0.00100759 -0.036953 0.00685846 -0.0153258 0.0144804 0.0834397 -0.022511 0.00255367 -0.102296 0.0391705 0.00868529 0.00950551 0.034105 -0.0118502 0.00982036 0.0242432 0.030136 -0.0342326 -0.0153897 -0.0418698
internal_weight=0 282.362 245.856 238.43 196.875 110.849 39.5145 206.342 86.5238 36.5054 24.3248 13.7838 192.558 75.1694 23.0536 16.6637 29.291 12.7384 41.5548 69.8601 42.0273 20.1441 27.8328 86.0263 11.599 83.6205 117.388 17.6087 24.689 41.0102 37.7538 23.9779 6.56579 3.19872 23.7669 64.1997 19.5035 5.87131 1.65139 0.761048 2.18481 17.1823 64.5009 63.9944 8.46479 56.8782 10.2646 21.8832 19.0849 6.46352 3.14375 2.17867
internal_count=184083 121763 113788 62320 58675 30614 21617 92171 23051 7975 7563 6088 86083 39609 7389 2884 13558 1739 3645 20167 10860 6222 9307 28061 5543 26820 46474 8178 8923 3587 3359 2319 449 207 6236 26148 4612 2096 195 231 545 5293 21222 21118 2187 21362 3986 4638 4080 1345 384 300
shrinkage=0.1


Tree=28
num_leaves=53
num_cat=0
split_feature=3 3 0 1 3 1 4 10 0 1 16 11 0 4 1 1 4 10 12 15 0 10 6 0 15 4 6 16 4 15 13 4 7 15 11 3 6 11 4 0 16 7 3 3 15 4 1 12 13 7 6 11
split_gain=14.449 5.21525 2.78703 2.43268 1.35351 1.05495 0.958833 0.819283 0.770279 0.71739 0.679669 0.653319 0.622252 0.622692 0.811435 0.647037 0.618083 0.595007 0.747275 0.591113 0.573187 0.572474 0.858963 0.559256 0.568954 0.551945 0.550325 0.549538 0.542425 0.53541 0.533537 0.567558 0.525052 0.525047 0.496801 0.493219 0.485143 0.622655 0.460975 0.602678 0.543735 0.458844 0.451661 0.479472 0.444997 0.433477 0.430842 0.458997 0.423359 0.635373 0.512933 0.405433
threshold=-0.1199342164909467 0.053270771168172366 0.00052909657824784528 0.15544582903385165 0.26204344624056836 0.44576404988765722 0.38725462456845894 0.0029355032470880131 0.17833017557859424 0.0056445214431732902 -0.023709333360097905 0.011814257603298366 1.8220578567706983e-05 0.68618150553910418 0.95101985335350048 0.99507576227188121 1.3517444133702383 -0.011143632046688844 -1.2707629750290332 -0.067082510475430637 1.8220578567706983e-05 0.059029569975341707 -0.34423155913279718 0.04018033109605313 -0.10130151664313304 1.4273210464593211 0.21747320042371837 0.10768013694785064 -1.340101578679125 0.1759899372403993 0.34124310831561899 -0.12949855018228196 0.012017480563588428 -0.14642182704748133 -0.0083606942874651247 -0.01965860370546579 0.20305163664270304 -0.015467100649125516 -0.52160097119001103 0.024167262949049476 0.28650387156990181 -0.025417921247053572 -0.3147177724167704 -0.92462930240435515 -0.25334058460777059 0.073415622863483895 0.95101985335350048 2.384006616742075 0.12414044263923325 0.055262995755457824 0.23553204088130059 -0.002128725488288085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 23 17 44 46 16 21 26 -5 14 30 -15 -2 18 -7 -9 -12 48 -23 24 32 -17 -6 41 -26 -10 -14 -32 -4 -20 -33 -27 37 -16 39 40 -22 -8 43 -34 -1 -39 -3 -48 50 -50 -11 -41
right_child=1 4 5 12 11 6 27 19 29 10 20 -13 13 15 36 25 -18 -19 33 -21 38 22 -24 -25 28 35 -28 -29 -30 -31 31 34 42 -35 -36 -37 -38 45 -40 51 -42 -43 -44 -45 -46 -47 47 -49 49 -51 -52 -53
leaf_value=-0.035476370244067149 -0.045576724459170964 -0.032891561150422501 0.010996089831360176 0.10853643710835217 -0.045947708963521676 -0.07520262268295666 0.093361206624876555 0.021806728376025306 -0.013003013044582533 -0.026469590707480242 -0.1855431165490064 -0.070660531224012543 0.0066554478293649666 -0.01243687593070161 -0.023453805664946873 -0.022108194128540037 -0.0013087632112202428 0.050563556434499661 -0.061843802103519467 0.08022355589903897 0.013979388713146435 -0.18191389171111277 -0.01089493634966919 -0.0074540095669329703 0.051063750280146737 0.072999614073948782 -0.010462274963558954 0.072418635304258586 0.014835655277078658 0.036961949608681773 0.064812158333945644 -0.03527837301646624 -0.13980937812563768 0.038049197287349401 0.042534866440076889 -0.0056701484190084146 0.099897153614950926 0.0896729458643825 -0.010899537826578329 -0.021367252077249516 0.09175711411153753 0.0098716894206252841 -0.054360725590227803 0.019618237323125336 0.038871693062327475 0.025092084700596734 0.059047167112414083 -0.062753840701345764 0.0084065994574685429 -0.081116035475104958 0.0072576082571700375 0.0027010257287048804
leaf_weight=0.81043704398325545 10.151978579877321 37.66209108284238 8.5614636572317959 0.63029993548116081 22.275575017046325 0.78752813287428569 0.65589986875421047 2.1838186464883611 21.384366118214533 31.366866160955396 0.15538065410510071 8.5533592244464653 38.369836631551152 18.106354306262805 1.3916010394423208 1.5709894542014797 4.57357768210204 17.715436640359258 0.57090396429703094 8.6699735799338651 16.407861849729674 0.51073769864160568 0.66669156888019532 18.186778716823028 4.7505572378868228 2.53180310735479 5.4513466437747402 1.552082679067097 31.293498790488229 2.366450552144669 3.5186080267449142 1.4948961217742183 0.19017484690994058 5.074350516821144 1.7764205030980509 1.155851273389999 1.4091916737597783 1.8404529702420394 43.175467437995394 10.154481453260813 0.93434940759107021 29.787152364231588 3.0018971945792137 2.0333552281808807 36.049646032683086 2.403688351787423 1.0123429439627205 0.42587384078069579 9.702810628805306 0.84560970569145943 5.2580405805747423 22.425506548876001
leaf_count=97 8198 20374 1967 56 16032 200 71 229 12621 14342 10 4267 13621 5901 344 483 1776 5835 120 669 3805 14 183 6011 694 296 2083 319 8669 1203 1154 393 21 1258 738 217 503 572 20927 2773 110 7137 623 392 3764 900 367 82 3607 188 1857 6373
internal_value=0 -0.0118984 0.0238258 -0.00370996 -0.0311016 0.0159279 0.0260719 0.0443643 -0.0222134 -0.0108506 -0.00866366 -0.0464811 0.0109387 0.0100996 0.0161708 -0.0034673 -0.0318456 0.0411096 0.0150072 0.0685242 -0.00367365 -0.0182829 -0.0866646 0.0075503 0.0130271 0.0273549 -0.038982 0.0147059 0.0196331 -0.008001 0.0112363 0.0370383 -0.00424629 0.0277863 0.00697799 0.0484317 0.0476957 0.0343727 -0.0033351 0.00320858 0.0182586 0.0117234 -0.0291729 0.00499207 0.0372209 0.0533519 -0.030839 0.0226578 -0.0165445 0.00110693 -0.0216264 -0.00480802
internal_weight=0 331.661 171.875 232.529 99.1314 124.161 56.1434 47.7139 62.8511 156.329 141.604 36.2803 76.2 75.5697 52.2047 23.365 14.7256 24.1482 6.43278 10.8538 93.253 48.3508 1.17743 68.0177 49.8309 5.25864 27.7269 31.9951 36.0441 23.7508 45.1598 6.78992 13.7869 5.64525 3.27132 3.68765 7.04493 5.63574 93.0977 49.9222 17.3422 30.4431 5.22543 2.22353 36.8601 4.24414 39.1003 1.43822 47.1733 10.5484 36.6249 32.58
internal_count=184446 146370 38076 89341 57029 33317 14940 4759 34647 64163 54189 22382 25178 25122 18225 6897 9974 7413 1578 898 33998 20191 197 18377 12366 996 18115 7527 9363 13824 15906 2285 3003 1378 1131 513 2319 1816 33988 13061 3915 7208 1036 413 3861 1472 20823 449 19994 3795 16199 9146
shrinkage=0.1


Tree=29
num_leaves=53
num_cat=0
split_feature=2 3 0 3 14 9 2 4 1 1 16 9 14 7 4 0 3 5 1 0 9 4 5 5 4 1 7 14 4 2 2 5 14 8 4 1 9 13 5 5 16 13 8 7 14 5 16 13 3 7 1 1
split_gain=12.6193 5.37761 2.3139 2.22107 1.40424 1.29232 1.13588 0.919552 1.54478 1.33758 0.905969 0.864667 0.810236 0.759515 0.746911 0.739806 0.682623 0.668699 0.632995 0.594871 0.57709 0.575997 0.62892 0.572626 0.718859 0.588392 0.565112 0.555385 0.547772 0.963821 0.663553 0.566649 0.519578 0.509417 0.505004 0.60443 0.493209 0.590536 0.492256 0.491069 0.504901 0.486449 0.476457 0.47159 0.46445 0.455583 0.451234 0.43635 0.432309 0.422034 0.421581 0.503957
threshold=0.014844927005469801 0.015558852173853667 0.00031033725827001041 -0.20370897371321914 0.19960137472867981 -0.025319592322410305 0.41075012087821966 1.3937804095445263 0.99412146210670482 0.85371616482734691 -0.027145985335816639 0.0069547613531554262 -0.50687749982667263 0.013740543365820012 -1.2610333098730926 0.031887806951999671 0.26204344624056836 -0.22524015370372527 0.0018371290643699469 1.8220578567706983e-05 -0.010061457042674195 -0.21059171816019948 -0.48984302488244985 -0.037908233087746553 2.1246048965242164 0.74287080764770519 0.029035965941809242 -0.053842473645608568 1.3517444133702383 0.65396708250045787 0.99528366327285778 -0.031225203909595892 -0.19691544512496992 -0.0017082541535212467 -0.17679121812530726 0.0042592764366418132 0.041331651438087487 0.19554355510632554 0.40492293670462259 -0.038714610957641081 -0.021888258725237596 0.26073092214535909 0.011361754967354363 0.025621366797128724 -0.1630035491216415 0.40492293670462259 0.0023596295861052284 0.94562670188540443 -0.81289954809471954 -0.060151735319990275 0.99751281738281261 0.9968472719192506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 11 15 47 10 9 12 13 36 26 -9 18 -13 43 28 46 -7 -1 38 22 -11 25 -25 -14 41 -21 29 42 31 -30 -20 -34 35 -12 37 -5 -6 40 -27 -2 49 -3 -26 -31 -10 -4 -19 -17 51 -29
right_child=1 4 5 6 20 7 -8 8 17 21 34 14 23 -15 -16 16 -18 48 32 27 -22 -23 -24 24 44 39 -28 50 30 45 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.064416281413816556 0.0055590215439521107 -0.055256451404877893 -0.031078039361479955 -0.024892704820834676 -0.081956318891079197 -0.063696623573883296 -0.039530134388251592 0.067382610319645486 0.032500480278497994 -0.1400524003299306 -0.10067376995337754 0.064331492736549103 0.001971321862671994 -0.0043738709284731952 0.020832677782466856 0.029396700569238335 -0.036335435239458216 0.089205932334531501 0.038237045640132229 0.042276189325986022 -0.037544385657321766 0.032771646706638055 0.077508363249254475 0.047695047749049486 0.00030354721341238345 0.06521972668458155 -0.032363632268857662 0.0033317584125960339 0.078523111533502568 -0.070219167929830281 -0.070130636643953262 0.0017818228976834542 0.0052122368482556023 0.029681272121440855 -0.010634009092097297 0.0070805415709129923 0.026517643215832654 0.005657730293823781 -0.022985716788960383 -0.076651904749514443 -0.087890711405885821 0.042380508624244376 0.0010151817047300781 -0.16806348172923144 -0.045530778725615478 -0.0010847128986511648 -0.14772645111100613 0.11529363360715217 0.028454737764782252 -0.021606106712597307 0.076407354229485913 -0.13076176015630039
leaf_weight=9.7983807041164237 18.874799739613088 1.9772017495524772 6.6989236535955561 33.15976013927866 7.1109799253627006 0.87084039726687379 10.046299269424706 1.106529969372789 0.22356645087711591 0.12143967137671996 0.50752443658347957 6.0136882861261283 2.0627633889380439 17.198811883830786 11.507781042335408 1.6628025039026386 23.660334912730832 1.3079445035982633 13.456014446404877 23.636281740997219 14.069965627942109 32.612481324656983 4.3470415459014466 2.0142291536685653 5.5292751260567501 0.53876741116982885 3.1646748637140254 4.1016834292531739 1.5704629869724156 4.9449429652668178 0.73802735221397586 2.4434940571518373 20.991585855881564 14.300431378589566 25.271576181148703 60.803942564380122 2.5042399247686253 7.81106161786738 1.7875560689226402 3.9650291081052274 0.33388905430911098 4.4144760873568876 13.786950022347808 0.44996201920730516 3.6659201603906633 1.1804911030885703 0.32741055748192593 0.19306186260655511 10.507861090743969 49.359147575140014 0.70900377471843956 0.28317500261618977
leaf_count=607 5889 1082 1722 13272 3406 480 7596 206 23 11 189 691 339 5410 2444 773 16515 93 3616 2528 8534 10508 1759 1078 1074 124 644 495 518 5738 294 1252 7608 5472 12022 17692 537 2474 623 354 76 1379 7173 44 785 406 31 44 1463 27269 65 19
internal_value=0 -0.0118721 0.0213861 -0.00100873 -0.0279007 0.0154992 -0.00716288 0.0176488 0.00270437 0.0221904 -0.00465767 0.0185932 -0.0150336 0.013732 0.0358118 -0.0228531 -0.0215112 0.0302491 0.0200071 0.0431228 -0.0502318 0.0374183 0.0710696 -0.0201298 -0.00615672 -0.042755 0.00717249 0.0358257 -0.0168697 -0.019072 0.0159537 0.0320186 0.0215249 0.015137 0.00125702 0.00615995 -0.0164329 -0.0190684 -0.0701789 -0.0617641 0.00605853 0.0125653 -0.0154787 -0.0772283 -0.0180216 -0.0569369 -0.0758542 -0.0266946 0.0353022 -0.0199344 0.00585209 -0.00581603
internal_weight=0 308.822 180.902 184.08 124.742 142.374 140.104 135.482 31.5832 103.899 130.058 43.9754 19.2164 66.8177 17.5215 101.774 99.3467 12.3668 49.6189 38.5285 22.9685 37.081 4.46848 18.1099 11.2094 6.90045 26.454 28.7301 75.6863 70.9343 4.75198 4.01396 48.748 35.292 86.583 61.3115 43.4751 40.9708 8.89854 4.83769 0.872656 23.2893 64.8089 2.42716 9.1952 6.12543 0.550977 6.89199 11.8158 51.022 5.09386 4.38486
internal_count=184446 138456 45990 64829 73627 42276 53782 40510 5646 34864 46186 11047 4036 22586 3135 61064 59938 1610 17176 3714 12563 12278 1770 3830 2937 893 7912 3107 43423 41359 2064 1770 16696 13080 29903 17881 16283 15746 4029 554 200 7268 35215 1126 1859 6144 54 1766 1556 28042 579 514
shrinkage=0.1


Tree=30
num_leaves=53
num_cat=0
split_feature=0 1 2 3 13 9 1 4 1 5 4 9 2 3 16 0 6 3 3 5 11 9 6 2 9 6 13 4 11 12 4 13 4 1 5 4 13 4 6 12 13 2 13 12 16 1 5 16 4 3 9 6
split_gain=11.2322 6.24377 2.49384 1.67484 1.29472 1.14655 1.08258 1.04578 0.895751 0.839133 0.828589 0.797027 0.746218 0.724943 0.719633 0.70083 0.665556 0.683818 0.633458 0.574589 0.564461 0.61536 0.56341 0.593178 0.59021 0.587882 0.550574 0.550281 0.547934 0.527021 0.858482 0.522791 0.480485 0.471476 0.586185 0.585319 0.452727 0.451613 0.507153 0.441982 0.678815 0.542834 0.531575 0.498962 0.464347 0.478179 0.605084 0.485465 0.45742 0.441056 0.432139 0.461533
threshold=0.0069002367090433845 0.029652743600308899 0.013774838298559191 -0.34178045438602561 0.12677496464456842 -0.040613123087886997 0.0011183915194123986 1.2265429711238724 0.95101985335350048 -0.41267825887599424 1.3517444133702383 0.095208073798154227 0.65396708250045787 -0.52307337778620411 -0.032501558693181727 9.8686759884003563e-05 0.48910433473868087 -0.00069091469049453725 0.029294977430254224 -0.15140650166977035 -0.08270850234044537 -0.095037081749210883 -0.21403563777909321 0.015976962633430961 0.010020557102583828 0.24697294938055295 -0.49844363642552453 0.36182841368164104 -0.012774410561332017 3.4855280271794675 1.136308963139798 0.35054480235785163 0.69450260123354601 0.9765773117542268 0.49590471907115324 1.4420365468726775 -0.079510473464058054 0.30690221047819249 -0.4294492311398288 2.195799797454983 -0.079510473464058054 0.00074793724343180667 -0.074987588116916346 0.72487265932670308 0.12806187525920842 0.99597120285034191 -0.38747185212339413 -0.094069694362860237 1.2265429711238724 -0.18940223380923268 -0.044518002297975444 -0.23413093289938638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 7 15 11 18 37 8 50 36 12 14 20 -9 49 -1 17 28 19 -6 -8 -22 23 24 -7 31 -16 -11 -5 33 -31 -24 -29 35 -35 -30 -10 38 -2 40 43 -41 -42 -17 45 48 -47 -48 -44 -4 -3 -52
right_child=1 2 4 16 5 22 10 13 9 27 -12 -13 -14 -15 26 39 -18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 32 29 30 -32 -33 -34 34 -36 -37 -38 -39 -40 41 42 -43 44 -45 -46 46 47 -49 -50 -51 51 -53
leaf_value=0.054868533852407031 0.14808056381352019 -0.041366957219571621 0.0017476152334341888 0.036184212036486578 -0.068639878676614821 -0.015806426917707641 0.057573252226373765 -0.062242557000479627 0.1151516839497206 0.069918437119674756 0.022733535454328949 0.05341007219983171 -0.052340470071582074 0.0016864552783988835 -0.060276297955011583 0.060760433041925889 -0.072322437622793403 -0.037656444272166752 -0.081747648074711549 0.028544838527891154 -0.090145714273543606 -0.020341007681009875 0.01401606812290947 -0.0036331979461570944 -0.20404106483751658 -0.013401243762263138 -0.0059530947198781076 0.0090872782873018376 0.014518273619155558 0.037213022507049755 -0.098263457592976514 0.042203829996056125 0.064028447729060786 0.046944622481512842 -0.097666760898167157 -0.039083753796383722 -0.065475383144309854 -0.039278039550741044 -0.072485127712452344 0.072669104744125024 -0.11657613031924224 -0.00071051827767014918 0.027076487810721847 -0.0031959932179747019 -0.019305075507416756 -0.10117415379066173 -0.044735768258980034 0.08902175546345141 -0.011352922342658386 -0.02671370332335949 -0.014014500502741731 0.020570394078277862
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leaf_count=1596 20 323 1767 2332 219 111 338 354 10 2712 1931 379 10332 3825 905 1129 196 915 623 415 398 29352 10534 2855 15 1728 35710 1134 9006 115 145 3386 1586 1079 32 436 167 11784 6009 619 36 356 3692 242 498 19 59 404 475 17917 1239 12726
internal_value=0 -0.00806824 -0.000187067 0.0273407 -0.00611305 0.00664055 -0.0303108 0.0158122 0.0225701 0.0434894 -0.0226294 -0.0114016 -0.0255781 -0.00595026 -0.0123066 0.039349 0.0156803 0.0169211 -0.040856 -0.00757157 -0.0207667 -0.0222231 0.0109274 -0.0100324 -0.100304 0.0161313 -0.00711563 0.0502121 0.0190081 0.0134735 -0.0383163 0.0209395 0.0297946 0.015798 0.0405226 0.0112309 -0.0401184 -0.0454599 -0.0690197 0.0316557 0.0271751 0.0568096 0.0184871 0.0505377 0.0200834 0.0249471 0.0622898 0.0745145 0.0189772 -0.0226695 0.0146673 0.0166191
internal_weight=0 356.165 262.995 119.673 191.921 56.255 93.1691 71.0747 54.233 14.8486 61.8511 135.666 58.0833 16.8416 133.812 58.9361 60.7368 59.9063 4.64458 2.57195 49.2587 48.3721 51.6104 10.262 0.66221 41.3483 89.1726 13.75 57.711 43.6704 1.86423 35.5634 6.77484 41.8061 6.49677 35.3094 1.09858 31.318 6.47235 39.4389 33.5069 5.93197 24.4472 9.05972 24.1765 21.525 2.94401 2.74807 18.581 44.639 39.3845 38.0707
internal_count=184185 160804 100640 23381 76564 19886 60164 24076 19897 5609 42351 56678 40420 4179 56299 9125 14256 14060 1257 634 30088 29750 18629 2981 126 15648 36615 5432 13145 10813 260 13920 2720 10553 1111 9442 177 17813 6029 7529 6554 975 5183 1371 5147 4649 482 463 4167 19684 14288 13965
shrinkage=0.1


Tree=31
num_leaves=53
num_cat=0
split_feature=3 2 3 1 14 14 9 14 1 2 4 12 4 4 1 1 6 10 9 15 2 10 10 15 8 6 2 1 4 1 2 6 12 10 1 4 1 4 6 1 1 15 14 10 15 6 14 10 13 12 6 1
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 5 4 10 20 43 8 9 24 12 14 -13 -14 40 -16 22 31 -19 -20 21 -22 -23 -24 35 -26 -27 42 -29 29 -31 -32 -33 -34 -35 -36 39 37 38 -40 -41 -42 -43 -44 -45 -46 46 -48 50 -50 -51 51 -53
leaf_value=0.044141444167865508 -0.0050848188819731755 -0.030162586338158565 0.027958934674610327 -0.12988257069719131 -0.053407957582701962 -0.075965296998958098 -0.080791927354959242 -0.0055558035927278406 -0.097153177956495473 0.015631580127740546 0.050592739109765396 0.094384618208171803 -0.027463407146439169 0.021118110204605522 -0.096302967072807721 -0.0082218912120650533 0.079434111526265005 0.047066959569857104 0.052751394290643211 -0.01031744320526647 -0.02011738039374953 0.070988713526971212 0.046741400169012827 0.0077927232301865969 0.0024838736069622367 -0.069749202570773411 -0.027082258303488822 0.00064957710175677914 -0.056244369913962117 -0.0085903975676448474 -0.056961960508556952 0.041895109913917088 -0.099197004438039069 -0.027536708233665094 -0.0027300862024073422 -0.081073466514644268 -0.18857505829899915 -0.011613991701791187 -0.0003207952778141473 0.0014110600727800819 0.057197889875957364 0.068226849801490963 -0.0097567245876208075 -0.039531867452356415 0.03146789571853658 0.018112662929465766 -0.059263485204159153 -0.042795583079514157 0.0052336732548903054 0.064289643727964543 0.0072199122427809952 -0.11450018073197901
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leaf_count=458 696 15356 5300 17 419 2602 716 329 98 4357 650 186 666 7009 157 920 1347 2055 405 6331 4411 475 1152 11548 17599 1037 9379 2789 817 9807 14469 1269 139 2015 1704 298 3 320 489 6916 1848 200 19472 7659 4182 250 299 499 7527 2507 3000 32
internal_value=0 -0.0122852 0.0177452 -0.00366232 0.0093171 -0.0294848 -0.00904812 0.0299446 -0.007511 0.0210651 0.0155081 0.045144 0.0144372 0.0264179 -0.000903527 0.00328675 0.0398938 0.0293164 0.030869 -0.0246761 0.00436187 -0.0032045 0.023053 0.00683238 -0.00675523 -0.0457708 -0.0112631 -0.028601 -0.031584 -0.017269 -0.0395026 0.0543247 -0.0184697 -0.00957576 0.010028 0.0104954 0.0158405 0.0400811 0.0427898 -0.00165756 0.0281903 0.00970874 -0.0154823 -0.0492646 0.0190002 0.00814796 -0.0257151 -0.0105022 0.0030882 0.0562538 -0.00400592 0.00401675
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shrinkage=0.1


Tree=32
num_leaves=53
num_cat=0
split_feature=2 3 11 2 0 3 4 2 2 3 13 15 11 4 4 13 11 12 12 4 6 4 7 11 3 4 6 12 16 3 15 6 13 6 4 0 11 7 3 3 12 6 0 4 3 6 8 16 7 4 2 7
split_gain=9.15727 3.45079 2.32261 1.51354 1.27104 1.01104 0.827446 1.20835 0.952247 0.752829 0.688847 0.817442 0.850595 0.655198 0.736388 0.722145 0.803872 0.641817 0.719389 0.640359 0.634866 0.626114 0.676386 0.582322 0.544431 0.514145 0.485452 0.464069 0.745775 0.579393 0.57655 0.459806 0.451362 0.465099 0.449275 0.443233 0.50366 0.44027 0.433551 0.420308 0.810461 0.407847 0.394411 0.477407 0.388276 0.37976 0.371272 0.370959 0.370776 0.366646 0.500444 0.361787
threshold=0.021495586261153225 0.062180815264582641 0.008324574302323395 0.2047497555613518 0.00040873955003917223 -0.63523146376246575 1.4420365468726775 0.0018553071422502401 1.1280690159765074e-05 0.44290908338734886 0.086553020225674029 0.033367173236731364 -0.038608630547853857 1.4527123158301227 2.1246048965242164 0.32330962979489836 -0.0029098161238930841 0.75094392849502023 0.77437024762862994 -1.4153890054780531 0.23553204088130059 -0.2179151918971515 0.067056517028233537 -0.019524175234972962 -0.2288004900619853 0.37873666620186269 -0.085278688349885598 3.4855280271794675 -0.067379996231312217 -0.20370897371321914 -0.038013726167099679 0.43475695074413029 -0.035521498151340675 -0.22967669388340375 -0.052910995205453427 1.8220578567706983e-05 -0.0027316073724800096 -0.021130591883495309 -0.15336401222157289 -0.63523146376246575 -0.68061842724793853 0.1273983558317269 0.0088358810171484965 1.3517444133702383 0.019435186637565497 -0.4294492311398288 -0.025795418548360444 -0.023709333360097905 0.004018145612832375 0.62986213721594753 0.96904009580612194 -0.00058036562993621875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 -2 7 25 51 23 11 -7 -13 15 -15 27 -17 26 -19 -9 32 22 -12 41 -14 -6 39 28 30 -29 -10 44 42 34 38 36 -20 -22 -34 40 -1 -3 -21 -44 -4 -5 -37 -48 -47 -25 -51 -8
right_child=1 9 31 45 6 10 8 19 13 -11 21 12 24 14 -16 16 -18 18 35 20 37 -23 -24 49 -26 -27 -28 29 -30 -31 -32 -33 33 -35 -36 46 -38 -39 -40 -41 -42 -43 43 -45 -46 48 47 -49 -50 50 -52 -53
leaf_value=-0.098568786641100928 0.033578382479490222 -0.025847702211268003 -0.0094520075763954627 0.11124203419905723 0.044136843243249978 -0.015770124888898392 0.065392938777349544 -0.044973053234813175 -0.13106801485723285 -0.048169438511566548 0.015964920651548004 0.061706926680313447 0.026263846801247222 0.041216259996394868 -0.010814686083028347 -0.13798502563055248 0.042456004091244171 -0.11420420644566474 0.068193641578318351 0.027601021178039621 0.036988621306660897 -0.010854932064229659 -0.039686660758783236 -0.033040635071865741 -0.0057435054821849425 0.021841049377607905 0.065049080720772576 0.049707589240246201 0.023681406187333567 -0.13277798053088663 -0.0016335150270753371 -0.068910011955306591 0.069999776011853559 0.027863085566142899 -0.031591672389467682 0.086169888706672651 -0.025989589448224062 -0.015177321072146338 -0.0034861342230852904 0.045767423023142365 0.032545149261744739 0.040202807553297658 -0.012427949977666193 0.12976007951431698 -0.07143110673336632 -0.036651140669994323 -0.0025623495725337793 0.030949083424614589 -0.011922482715210205 -0.001383059779334737 -0.037301191639866886 0.015318201846930384
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leaf_count=108 1725 656 2675 38 6918 23238 268 381 46 12577 11052 439 1568 1771 2287 78 45 26 243 1365 399 7604 496 27225 14208 6869 1277 30 385 47 100 505 413 15262 877 51 51 2907 842 683 231 1087 4368 39 377 14040 794 797 5929 5379 2843 434
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shrinkage=0.1


Tree=33
num_leaves=53
num_cat=0
split_feature=2 2 9 2 4 8 3 16 13 8 5 12 5 11 14 5 10 4 2 4 8 5 5 4 8 5 2 4 3 5 13 14 5 4 14 5 12 10 16 9 12 12 9 16 14 2 11 3 9 9 12 8
split_gain=8.19072 2.91823 1.58694 1.52639 1.27508 1.0554 0.980148 0.802599 1.25224 0.796873 0.73073 0.734445 0.71683 0.692625 0.684144 0.639862 0.703232 0.638368 0.76487 0.757713 0.608706 0.6069 0.685553 0.527978 0.519386 0.504099 0.530936 0.50378 0.503361 0.617642 0.50048 0.487657 0.483158 0.47005 0.469509 0.468849 0.459775 0.454025 0.452516 0.443616 0.439496 0.506912 0.451731 0.400342 0.444869 0.46686 0.3965 0.385135 0.379544 0.365864 0.36565 0.355685
threshold=0.026838894933462146 0.22656545042991641 0.016610710326789613 0.0018553071422502401 1.1731789138043924 -0.02172908662169332 0.062180815264582641 -0.016026532356150414 0.16380029122233583 0.0020093154170489707 -0.035753135808672724 -0.31821846299116574 -0.23472244410992935 0.039618790956026752 0.28412603776905931 -0.48984302488244985 -0.0027353175324633917 1.3937804095445263 0.99434775114059459 1.4527123158301227 -0.0022820151058727217 0.39569248932253215 0.47826886154817955 -1.5076065107746826 0.07177043005885754 0.46131120397471409 0.015440152958035471 0.56664511979852972 -0.054392418125644319 0.065031431094197664 -0.021625522003443712 0.22737930514668819 -0.14817008382324773 0.38725462456845894 -0.25456600851383854 -0.25149699263839381 3.7906408859075724 0.004856815941058623 -0.012004024656816862 -0.011537141673796308 0.40475189463852151 0.44885256373272292 -0.0086331045989523625 -0.06603672020664543 0.22125946828273113 0.0060839660000056037 0.025556160491980603 -0.42187399603426451 0.019385843435656979 0.010847520979351476 2.9946123750811124 -0.0041703725104588318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 13 12 7 8 47 10 11 -6 48 20 27 -3 31 -18 19 -19 33 23 25 -7 46 -23 -27 -8 29 30 -4 -17 -30 -1 -13 -11 49 -21 -37 -22 -12 -42 -43 44 45 -14 -25 -2 -5 -36 51 -35
right_child=1 15 28 5 9 21 14 -9 -10 35 40 34 43 -15 -16 16 17 18 -20 37 39 22 -24 24 -26 26 -28 -29 32 -31 -32 -33 -34 50 36 38 -38 -39 -40 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.03722475625167937 0.01240695009679718 0.020721221575643201 0.028210198115380308 -0.06629026360947407 0.053435994500686083 -0.070599934869781597 -0.026847683069178608 0.00047004783640049652 0.015599471304786157 -0.14291817923399963 -0.013712450771507276 0.017669492889848825 -0.063502729196399585 -0.08856314515855751 -0.075603310199488807 -0.044760271394302102 -0.035354015781113968 0.058554457401472852 -0.045428574905194301 -0.039789581223693346 -0.0066119221034388331 -0.019917864821259883 0.034255667735245902 0.014682924752368027 0.061150636779560723 0.036539273185728742 -0.17292567133111286 0.011760711256502238 0.0352448051135884 0.057017485012015028 -0.029873323045850914 -0.09510496630406684 -0.007582220130384754 0.017201896359813989 -0.049252152083492658 0.021094737222050738 0.051106451606908493 0.012091545310991204 0.076382616073306292 0.050554874219764234 0.10864163146377877 0.056952948325691012 0.010560131382888922 0.011086170901508603 -0.12279509770372006 0.018377718096249881 -0.02526496920210888 -0.026580892664495859 -0.013391734684446682 0.11133843870284349 0.05865200411253068 -0.019780061838574507
leaf_weight=18.319156074219791 2.7112515911794608 2.2497945094874003 5.3875519308057847 3.405430199767582 1.2368435796015553 0.71427689738629752 23.946644155386828 76.45611162712521 10.062651563486723 0.11672774195903901 4.462296156409141 1.7915745092213899 1.1775350145326244 0.44699843693524499 2.5287263745494775 9.4735051866182385 32.488564178051092 2.1462237385057943 4.0169969645867232 2.8424624638246314 1.445093578913659 6.6683616025111387 2.3353197259129956 71.968746945147359 2.3243788472282167 0.1597406553919426 0.42055598129809368 3.9243241862168352 3.5223816342950167 5.2872730939125177 2.0285396368126403 2.4288823868628233 10.279518791266124 12.583581402441268 6.7881798957314468 3.2318195825937437 0.51032898278208438 4.0975594041337899 2.7440327377553322 21.426870810928449 0.62703515490284445 2.4882673918546105 13.005576000716239 7.6236139566171888 0.4347514664987101 1.6546901508554581 2.557916139587177 36.748767946389307 2.264414775352634 0.12879309937125061 1.6631514261462133 3.2612611697295515
leaf_count=5159 750 1100 1009 787 218 144 15649 28824 3739 14 1102 271 286 91 1216 7931 31053 791 1528 1193 454 1465 617 30070 318 52 45 1843 1554 844 457 1593 4024 3230 1026 406 80 1887 349 5524 71 464 2439 2352 57 520 559 17264 467 14 460 693
internal_value=0 -0.0122797 -0.00601008 0.0150532 0.0241195 0.0066339 -0.00984531 -0.0059544 -0.0158695 0.00958877 0.00308873 -0.0184202 -0.0164959 0.0332361 -0.0259568 -0.0314644 -0.0335122 -0.0278418 -0.0091935 0.00688273 0.0341899 0.0110315 -0.0126914 0.013965 0.0147669 -0.0278628 -0.115887 -0.0214075 0.0166089 0.0309588 0.0122894 -0.0551592 0.00337862 0.0260308 -0.0281442 0.0425992 -0.0392108 -0.00920458 0.0466319 0.0469407 0.0140211 0.0217044 0.0180668 -0.00146637 -0.0306607 -0.015847 0.0133062 -0.0238977 -0.0452705 -0.0459871 0.0142927 0.0095766
internal_weight=0 242.628 182.884 199.987 96.2776 103.71 156.378 125.979 49.5227 37.1315 31.0389 10.4557 16.5604 59.1461 30.3997 59.744 57.4942 45.5918 13.1032 9.08625 58.6991 87.1493 9.58398 77.5653 76.851 7.24866 0.580297 27.871 26.5053 12.7034 7.41609 11.9024 13.8019 35.8272 9.21888 6.09258 7.4273 6.94002 5.97585 22.872 20.5832 16.1209 15.4938 10.8906 3.26698 2.83223 74.5267 39.46 5.66984 6.91697 17.508 15.8448
internal_count=184053 124249 77173 59804 22065 37739 69285 50577 21753 6454 5685 1609 4469 15611 18708 47076 45976 36452 5399 3871 15520 33270 2179 31091 30947 1562 97 17492 7888 2310 1466 9524 5578 9542 1391 769 1120 3080 755 5978 4076 2974 2903 3215 863 806 30629 18014 1254 1040 4383 3923
shrinkage=0.1


Tree=34
num_leaves=53
num_cat=0
split_feature=1 1 1 9 9 11 6 5 10 13 6 6 9 5 1 7 13 6 10 8 9 6 14 7 8 15 14 7 5 5 6 7 8 5 11 9 6 14 5 10 5 5 10 7 8 15 13 7 7 13 7 7
split_gain=8.24682 2.2774 1.53438 1.19785 1.02904 0.92668 0.903199 0.800653 0.764326 0.71984 0.905391 0.701843 0.81616 0.69554 0.712819 0.593447 0.557638 0.760928 0.606285 0.537879 0.526724 0.525807 0.523473 0.506743 0.477978 0.594804 0.587083 0.523391 0.450558 0.445232 0.437513 0.4591 0.432432 0.425116 0.547433 0.51877 0.408024 0.406831 0.400371 0.395536 0.383818 0.389683 0.376118 0.360358 0.356986 0.352383 0.407953 0.358925 0.442923 0.51342 0.349617 0.341132
threshold=0.096271857619285597 0.0018371290643699469 0.48765388131141668 0.028857771667648319 -0.075544567233527302 -0.0056796906653834465 -0.4294492311398288 -0.42837343709768255 -0.0044943470276868616 0.067213975201200996 -0.2017647532207226 -0.2017647532207226 0.010563185262630883 -0.41267825887599424 0.99022769927978527 -0.041177682155672669 -0.20928910397333647 -0.23912238392041915 -0.038442147546810482 0.00026399839709074228 0.076419378223717957 -0.25875983546679221 -0.71820458063899328 0.067056517028233537 0.00026399839709074228 0.084537674647018848 0.12270593398635136 0.00039543079595759362 -0.42837343709768255 -0.4706779228295675 -0.081498293645561076 -0.012692888093773931 -0.0014232373879477769 -0.035753135808672724 -0.0010958692484341604 -0.0068185754122233218 -0.13887888371515653 -0.19691544512496992 -0.11378339855476648 0.042016092345792615 0.31153286544754738 0.10816609418924313 -0.003926286467453805 -0.0083421282457876028 0.038542761030743958 0.032205663318310977 0.40481132718610063 -0.026512996137702288 -0.0028383439031413652 0.39301002922731892 -0.00039326585993009795 -0.0081470597121799191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 20 -1 9 11 36 -11 22 29 14 -10 -5 17 18 -6 -8 -2 -20 -4 45 25 27 42 33 -19 -13 -31 -32 -9 34 35 -15 -7 -24 -36 -12 41 -25 -26 -33 -14 46 47 -18 49 -49 51 -40
right_child=2 3 8 15 16 7 19 32 13 10 39 12 44 24 -16 -17 23 28 21 -21 -22 -23 37 40 26 -27 -28 -29 -30 30 31 43 -34 -35 38 -37 -38 -39 50 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.12981577373993414 0.016011651942455407 -0.061292271829981954 0.11642921168970091 0.045277298695859759 0.14274893460678861 0.11547538095773896 -0.062573426478867156 -0.0053906464585425284 0.0088816334518129671 -0.18320993871582214 -0.054271122832469799 -0.043927226222090027 0.054507679288456949 -0.049373103927167428 -0.112253868121025 0.0038496636706438023 0.0080157684920256402 0.022958074795907758 -0.025291612142411341 -0.032398665501759794 0.059428513816683452 0.045540272745063705 0.0044578249276143551 -0.034424508137281699 -0.026635933100562604 0.052394329284759136 -0.10258147929191946 0.034085126704715751 -0.037576128823721362 0.053048748538945104 0.052133311400928112 -0.03399102659776853 0.010328532921168417 0.023150243607848984 0.0043825761738163927 0.02192032671824853 -0.010133359025828119 -0.030938885056626914 -0.13307914667207857 0.061849919837050384 0.023579809285346011 -0.11039801806904964 0.051886259189489685 0.010502928082723852 -0.032426043764269948 -0.00044311712967506938 0.016194953548902578 -0.024842343732322088 -0.00952729577438792 -0.17154119947999627 -0.17059759586311915 -0.011791169392727764
leaf_weight=0.29977355455776233 24.896075692311573 4.0952902975586758 0.32350055413553391 4.9677757511744884 0.30893741187173862 0.26169195037800852 7.9012656164186437 32.842354417394745 1.9583552442491048 0.52104735298780758 2.7831676599307689 1.3161888228496526 7.3115645273919645 1.2504016936582045 0.62746792571851973 11.297320562063758 7.4174965983438588 1.3081416742206844 2.7501140347667388 23.724732331316773 3.1348183578957096 1.6691317061631732 8.5427718262362742 2.1626514842428151 0.62493530665961294 7.2230143288834361 0.24447423717356187 16.35417776018221 18.011631796664911 2.7397320073432665 2.4344944810327496 1.980745964141543 37.427231323645174 10.642343851583062 0.8512797458606659 5.220467970792015 3.47568171241437 5.2167123604813233 0.33269542030757282 0.31294855661690224 0.6818970509993959 0.98239349782306806 15.385120392664248 20.456113359106887 0.49367079723742779 49.578225557856058 5.1244459880854256 23.047445852549121 47.26220397621455 0.22405078916926768 0.32703425612999293 0.69769420176453412
leaf_count=29 8171 1530 43 1343 65 67 5700 12993 443 30 684 212 1805 418 82 3498 3850 469 1666 16065 325 686 1551 704 222 2079 76 5863 13478 2003 719 571 15070 2435 463 1758 857 1149 55 63 183 227 4439 6796 92 23347 1908 15073 22368 17 35 144
internal_value=0 -0.0136863 0.0139792 -0.0093383 -0.0118964 0.00532283 -0.0383031 -0.000306217 0.0221028 -0.0316583 -0.0633443 0.0130127 0.0202869 0.0295787 -0.0210727 0.016538 -0.0106297 -0.0246662 0.0112577 -0.039968 0.0209014 0.00153582 -0.00596213 -0.00815358 0.0317984 0.0262453 0.0464101 0.0209279 -0.0334602 0.0125282 0.0152456 0.0110468 0.00298225 0.00977066 -0.00664818 0.00804738 -0.000838317 -0.00898471 -0.0494253 -0.0422507 -0.0439472 -0.0586379 0.0487954 0.0065514 0.0489487 -0.00711528 -0.0110962 -0.0128935 -0.0150938 -0.0263832 -0.0827941 -0.0525298
internal_weight=0 212.815 218.21 180.889 164.624 105.655 31.9258 77.6241 112.555 7.35454 3.61716 50.8155 36.7325 61.7395 2.58582 16.2651 160.529 24.048 4.72818 31.626 28.0309 4.41925 14.083 136.481 59.1536 42.8991 16.2545 35.6761 19.3198 28.9273 27.6111 24.8714 70.2696 19.3219 8.67957 6.47087 3.73737 13.7595 2.2087 3.09612 3.82694 3.14504 16.0101 22.4369 7.80524 132.654 83.0756 77.9512 70.5337 23.2715 1.35742 1.03039
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shrinkage=0.1


Tree=35
num_leaves=53
num_cat=0
split_feature=2 3 2 3 7 8 9 7 4 12 6 4 14 4 2 8 10 13 2 8 8 13 0 13 2 8 14 6 0 2 4 14 3 0 6 6 8 8 6 6 9 7 2 4 6 6 10 6 4 13 13 14
split_gain=7.78629 2.83789 1.86585 1.09974 0.921169 0.847694 0.836403 0.815106 0.718788 0.654413 0.640073 0.701804 0.593179 0.5843 0.666728 0.551718 0.539521 0.534518 0.526699 0.525561 0.497955 0.51313 0.614824 0.494327 0.492663 0.811435 0.757272 0.468295 0.816407 0.457256 0.677958 0.439509 0.43331 0.431552 0.427541 0.424308 0.41565 0.439429 1.17545 0.632446 0.382069 0.381692 0.417319 0.379821 0.36314 0.38554 0.81033 0.361957 0.352113 0.351973 0.342724 0.69305
threshold=0.013774838298559191 -0.14273745846003291 0.29733644425868994 -0.25686473399400706 -0.021130591883495309 -0.0039570165293741346 -0.024028799789315661 -0.074896659626991061 0.3534637874008727 1.8823186182099743 0.2259609803164897 -0.82501773084887464 0.19032368757048843 0.38725462456845894 4.2918286453641494e-06 -0.061770429867159179 0.0054723250117133275 0.55267924412856828 0.67737889289855968 0.0032254707783640284 0.085906999784987476 -0.1647480696784622 0.00052909657824784528 -0.52284081793727777 0.00021217850007815289 -0.012790840374381959 -0.001194633775911141 -0.24953117746834694 9.8686759884003563e-05 0.97326689958572399 1.3937804095445263 0.4329572807943492 0.46161058102734392 0.061938019469380386 -0.0090537966431198675 -0.02542755998363511 0.0030116079112630116 0.0026996665420497591 -0.20674160456888002 -0.21040728576693041 -0.016906004395553939 0.0064230264037873378 0.00066536068334244202 0.72264838140897514 0.25932051138059398 -0.24324975721071621 -0.046250838310558297 0.19835815622590122 -1.3912857579213851 -0.15512587865521307 -0.16146432462830967 0.080835889305728284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 4 -1 15 12 -8 18 13 11 33 -3 24 49 47 40 20 -4 -16 21 22 -9 -12 26 -26 -6 28 -27 30 43 36 41 -2 35 -32 37 50 39 -39 -11 42 -7 -10 45 46 -24 -5 -25 -15 51 -23
right_child=1 2 8 5 9 32 7 17 29 16 23 -13 -14 14 19 -17 -18 -19 -20 -21 -22 31 44 48 25 27 -28 -29 -30 -31 34 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.075931425959918961 0.036299473250572846 -0.020819290101485283 -0.033099913707696459 -0.0055753623876816476 0.076110409357355358 0.04598765976202028 0.037420544997045273 0.11247707365375265 -0.014228524629611022 -0.095595992254550816 0.065919969429329803 0.0039927295995258946 -0.066141450503102009 -0.050610595064249857 -0.0055311595139867541 0.005554632750765314 0.090401898253936921 0.030633011245730563 -0.06814851726984153 0.04340180235437701 0.049646651272038475 -0.025196816083644016 0.16975769029537591 -0.17771354630038128 -0.014783506133335279 -0.10271651869647574 -0.085589116474297927 0.046630420710994852 0.031268367832220798 -0.035975179250453813 0.003622553959722611 -0.080690424250785209 -0.10044591916357226 -0.0040617411686519308 -0.068733072727797315 0.06470152314162296 0.00071820134731932447 0.011224353728793667 0.0060217777307343314 -0.1907893400063663 0.038484310115268316 0.0092194616377727842 0.020027051571288632 -0.057802899360723352 0.012715745390633186 -0.033658581780302094 -0.011696257025530486 -0.072455793360586052 -0.015664058146521422 0.056597460206926881 -0.010700163761388277 0.17807754151075925
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leaf_count=454 2844 4857 9606 428 689 2799 1382 57 5242 54 83 9641 1530 20 3754 15649 293 1319 11404 452 339 189 29 5 1092 63 50 3378 520 7921 1388 385 116 664 489 548 20208 104 642 7 2431 4975 6717 3688 1031 12771 2193 335 1992 234 36847 11
internal_value=0 -0.00968692 -0.0144956 0.0187598 0.0290742 0.0115472 -0.0098263 -0.00768671 -0.0322693 0.0258316 0.0117444 0.0171842 -0.0317832 0.019668 0.00864069 0.0026763 0.0445216 -0.00879906 -0.0482352 0.00100583 -0.00965376 -0.0101942 -0.0225903 -0.0115576 0.0320433 0.0242586 0.0635681 0.0370596 -0.00296863 -0.0226201 -0.0108737 -0.00749961 0.0225235 0.0301883 0.0183151 0.0275613 -0.00702304 -0.0113015 -0.056153 -0.144888 0.0360973 0.0234204 0.0303841 -0.0257858 -0.0242364 -0.0278536 -0.000970807 -0.0370872 -0.0182014 0.0471421 -0.0100866 0.0606364
internal_weight=0 275.327 224.876 147.889 60.8365 87.0526 178.112 162.319 46.7639 56.9245 50.4509 40.9061 15.7934 42.8347 22.6667 48.1558 14.0898 158.426 17.5896 18.9308 155.078 153.692 27.4201 9.54473 20.168 16.199 3.96902 12.1998 2.35646 29.1743 15.539 126.272 38.8968 20.5879 5.25295 4.75943 125.474 80.8057 2.11017 0.859745 11.9306 38.6293 25.9058 10.2861 27.1042 24.6915 4.3886 3.23641 8.8033 3.73593 78.6955 0.662099
internal_count=183919 139416 124187 44503 13484 31019 83901 77514 40286 13030 15229 13149 6387 10252 4460 16412 2778 76132 21010 4206 74813 74474 16081 2080 5792 5053 739 3961 583 19276 11355 58393 14607 3508 2425 1936 58008 37800 753 111 2485 14491 9516 8930 16024 14993 2222 763 1997 254 37047 200
shrinkage=0.1


Tree=36
num_leaves=53
num_cat=0
split_feature=3 14 3 1 4 4 5 9 9 5 14 6 9 13 1 4 5 1 6 12 6 15 13 6 5 12 13 7 4 13 6 5 15 5 7 13 4 15 13 1 1 5 1 5 8 13 7 13 12 6 4 6
split_gain=5.74858 2.06061 1.54259 0.93492 1.0176 0.982605 0.945158 0.857612 0.834172 0.706105 0.681484 0.606931 0.733937 0.544348 0.518992 0.745546 0.939152 0.663191 0.564574 0.548373 0.518404 0.511737 0.511702 0.518342 0.507507 0.461924 0.45947 0.639934 0.581607 0.865128 0.478436 0.451431 0.440632 0.438108 0.425873 0.411434 0.410752 0.556812 0.707424 0.404919 0.400493 1.09009 0.566998 0.763632 0.398007 0.386836 0.384644 0.384219 0.373747 0.372904 0.396667 0.369295
threshold=0.00064671877771615993 -0.13432417358919266 0.33196734434750402 0.20320703834295276 1.1731789138043924 -1.369188813020384 -0.0139077865779898 0.005098188790123569 -0.095037081749210883 -0.51489195722640246 0.1813144365624422 -0.4294492311398288 0.0056116863342086298 0.4642405983661268 0.28267468512058264 1.3937804095445263 -0.031225203909595892 0.0011183915194123986 0.24697294938055295 -1.3360532960042188 0.46470522414568399 0.012499825811229796 0.34124310831561899 -0.27692785887494037 0.77594700942056927 3.7906408859075724 0.028765604548455417 0.0064230264037873378 1.4526980589775988 -0.29102085952109341 -0.24580405555463994 -0.20269567319298443 -0.07317361038174755 -0.035753135808672724 0.025621366797128724 -0.20928910397333647 -1.2991067296705119 -0.077812220802204859 0.32330962979489836 0.74287080764770519 0.99814778566360485 -0.38747185212339413 0.99297258257865917 -0.038714610957641081 0.062051498292756739 0.62033738264443483 -0.0057711839355261809 -0.1647480696784622 1.677143046531308 0.27779682668614292 -1.4274211952120399 0.34396637983815553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 9 11 25 26 -2 35 14 12 -3 32 15 17 -17 -10 47 -16 22 -20 23 -7 33 40 28 45 30 -30 -1 -24 -11 -21 -9 -5 37 -25 -39 -15 42 -42 -6 -44 49 -28 -37 -19 -49 50 -36 -12
right_child=2 3 -4 4 6 20 -8 34 10 13 51 -13 -14 39 19 16 -18 18 21 24 -22 -23 31 36 -26 -27 27 -29 29 -31 -32 -33 -34 -35 44 46 -38 38 -40 -41 41 -43 43 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.0453784838777396 -0.081104779612473754 -0.14415913846296272 -0.040510166419402818 0.08981124551042223 -0.03766919798445293 0.019354794902413666 0.01476263072142539 0.036298747222329883 -0.048198895745603133 -0.0035870078416538297 -0.032725903831919666 0.023983286407654389 0.057582403666615434 0.025244579857352529 0.08322728131096703 0.082639123307791773 -0.0090687515967431877 -0.028477781387606052 -0.011194941070310695 -0.012362375157555089 -0.061005679028141017 0.031158773639749993 -0.022714489161117804 -0.10290795861755833 -0.14125985030477725 0.047691122375873425 0.024039496910967545 -0.0074976766687956517 -0.17832185981153789 -0.019970601717991657 -0.0012808986564792832 0.025515668067981084 0.022147546904756579 0.022306503802445667 -0.089365964954642482 0.011947074369991727 -0.008740005723040116 0.003826734414646352 -0.2273527411073212 0.085372494498496557 -0.17436243082048034 0.052778248721502309 0.093361559933513763 -0.14483869323432971 0.056765517966090563 0.083429903947890766 -0.072275022900670879 -0.0076771545349124427 -0.041856105850338714 -0.039190240393701781 0.022326304563484861 0.047819426617955178
leaf_weight=2.6719921212570634 1.6934671983071883 0.45567315153312193 22.180403790348464 0.2360936299664903 4.6997261383221485 6.4219198069986296 7.2744190800876805 33.783670013446681 5.0142854700366106 8.0466127682557254 15.591017618234218 15.787283438039593 0.27887883706716821 2.3693760376700075 0.91719950451806731 1.8651409991580292 2.7368600325498837 14.778734656807492 5.7393838957750614 6.6530819208528547 1.6940324834940828 5.6410571808628447 2.4866298011875179 1.0862852293212202 0.21830545613193031 0.60335052479058493 22.92199790098676 6.9627299078729257 0.3800534164765853 2.6564459076471385 12.008554208277928 8.6385812171811249 38.285575199286541 8.0217345664932456 0.32501477406185486 0.80629380134632889 81.137080115564459 1.7702536987926567 0.12542468588799227 2.1432521910646756 0.24596244492568065 1.0482796142387085 0.14207294736115716 1.034937751595862 1.5024835074873406 1.1381676362434507 1.6108300188207052 45.549218605914582 3.4251054045016636 1.7583137332476324 4.4601076708095198 0.57577954058797409
leaf_count=574 684 40 17815 39 982 2243 1847 7106 4723 3198 10017 3219 49 1080 378 664 1563 12374 2788 3185 1037 2523 931 133 10 81 6286 2199 35 494 4211 2975 15247 3320 45 149 34960 332 2 814 21 120 102 48 187 291 328 27606 2728 400 1013 608
internal_value=0 0.00847905 -0.0163169 0.00252021 0.011834 -0.00280621 -0.0111291 0.0208734 -0.0117801 0.0182949 -0.0107622 0.0198253 -0.068011 0.0209217 -0.00769557 -0.0107983 0.0282726 -0.0130474 -0.0106907 0.00892986 -0.00642655 0.00981464 -0.00550671 -0.00799405 0.00426141 -0.0353346 0.0118521 0.0191861 -0.000996159 -0.0407033 0.00725569 0.0147168 0.0176785 0.00659279 0.0313757 -0.0318507 -0.0100856 -0.046431 -0.013419 0.0540227 -0.0424198 0.00785194 -0.0534816 -0.115135 0.0106706 0.0269079 -0.0442973 -0.0143528 -0.0100817 -3.74021e-05 0.0144403 -0.0298084
internal_weight=0 278.998 140.601 188.429 68.5468 119.882 15.0487 90.5695 118.42 53.498 116.727 16.5218 0.734552 50.8448 100.56 84.7498 4.602 80.1478 75.1335 15.8103 103.36 11.3804 101.666 90.541 14.8931 7.77433 48.7399 31.0229 17.717 3.0365 14.6805 11.1252 46.3322 14.6748 41.8296 2.65322 84.119 2.98196 1.89568 4.51263 7.17098 1.29424 5.87674 1.17701 8.04592 24.0602 2.41712 63.7531 48.9743 6.54344 4.78512 16.1668
internal_count=183804 92818 90986 69977 24056 45921 3201 22841 73171 20855 72487 3308 89 20339 61862 54969 2227 52742 48019 6893 42613 5311 41576 37670 6515 1354 14090 8776 5314 529 4785 3906 18445 6505 8751 516 35427 467 334 1894 1273 141 1132 150 1645 6577 477 42708 30334 1458 1058 10625
shrinkage=0.1


Tree=37
num_leaves=53
num_cat=0
split_feature=0 1 2 4 7 13 0 15 11 7 0 14 14 14 4 2 12 16 13 7 4 1 16 8 1 2 4 14 0 16 12 12 12 8 12 12 2 13 16 14 1 4 4 4 1 14 13 8 14 4 0 4
split_gain=5.87822 3.16937 1.56576 0.93921 0.874479 0.726367 0.600644 0.717324 0.584308 0.576761 0.51916 0.661914 0.536521 0.49511 0.491817 0.545129 0.512624 0.68329 0.63383 0.472156 0.465581 1.1488 0.573068 0.532246 0.457872 0.45493 0.506293 0.497229 0.416957 0.400973 0.383934 0.37767 0.57575 0.36135 0.367464 0.451432 0.353625 0.346461 0.437139 0.376505 0.341329 0.518924 0.838455 0.719707 0.337076 0.334155 0.402587 0.327907 0.353199 0.32447 0.377362 0.363584
threshold=0.0026866979897022252 0.10361928865313531 0.19187641888856891 0.62986213721594753 -0.0096163281455778522 0.50460092606511442 0.015119478572160007 0.015486019724148533 -0.056822278031609018 0.051121744799855942 9.8686759884003563e-05 -0.016681437776321379 -0.01052575726503475 0.4329572807943492 0.414855093989489 0.00021217850007815289 0.85203561586642962 -0.17812426569239781 -0.29102085952109341 -0.015375625426131969 0.65715595944613436 0.3448310792446137 -0.016026532356150414 0.012556248303558627 0.9833490550518037 4.2918286453641494e-06 1.4273210464593211 0.026338581594118265 0.00022535544849233705 0.038097256520830063 2.8528219247224045 0.40475189463852151 0.42789085700246526 -0.0041703725104588318 -1.3066811792843109 -1.4803539234795315 0.0057003225665539512 0.29951990807264822 0.14061509478254483 -0.01177711259835435 1.0282086805091241e-05 1.307106171016563 0.69450260123354601 1.4794927976349441 0.0011183915194123986 -0.20212144803986767 0.40481132718610063 0.025947290485229813 -0.092498724652899447 1.4273210464593211 0.0088358810171484965 1.4794927976349441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 8 28 20 19 9 -4 -8 11 14 -13 40 15 -6 17 -16 -19 -2 21 22 23 36 -7 30 -27 -28 -1 -20 -12 49 -33 -17 35 -35 -3 38 -9 -40 -5 42 44 -43 -42 46 -34 48 -11 -22 51 -51
right_child=1 5 3 13 10 24 7 37 -10 47 25 12 -14 -15 16 33 -18 18 29 -21 31 -23 -24 -25 -26 26 27 -29 -30 -31 -32 32 45 34 -36 -37 -38 -39 39 -41 41 43 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.066781717957598671 0.036572904500985236 0.028812717152323575 0.048121552090541288 -0.038285163313677845 0.090351469671827389 0.025040533317585378 -0.016402847443584265 -0.0042953237890406473 -0.046083751089975179 -0.1412644717854819 0.066247097677348585 -0.18371377380482831 -0.0056839694088694761 -0.058660763337877987 -0.18987346124213964 -0.01456159732635226 0.041452513749994084 -0.16998222649990735 0.039443799623474468 -0.00059119192174392394 -0.0055828663358514427 0.020314316959029372 0.0057742837318205953 0.021523030967757845 0.094184865827442371 0.017201247814787764 -0.0043695442364558544 -0.10750977339930275 0.032506174020911376 -0.053727927157100133 -0.016774655993216765 0.14562517929659322 0.023187571236087987 0.054118808983058181 0.068697136822005705 -0.14085341633266119 -0.026441470311978826 -0.030125900408107822 -0.0025276180770467203 0.048536555634461007 -0.021032985282844498 0.048777599087286551 -0.059887216878856342 -0.0085944808721325049 0.030589233795813072 -0.0085083715469891335 -0.067176626689322463 -0.013452973070460592 -0.054715499899738722 -0.12419059666973571 -0.021833354512567169 -0.02397708175994967
leaf_weight=6.3654728937945029 4.0675808632004218 1.236733907899185 0.66390074300579982 3.7813669795650702 3.2472834881555199 7.5509597843847569 60.688346945722515 46.613456966169906 23.296807800967599 0.63072495405867868 2.694551995300571 0.17707131209317606 1.3076454254987753 2.3975065376180273 0.17965703988738857 1.0710327404358397 5.8694613080951967 0.17863695611595254 1.8683470296746216 20.944963572683264 6.9190361277105676 41.0427511836333 37.015492707734666 3.2907854328768726 1.08438475109142 30.189173051927355 8.0585536944708984 0.4787302828626715 8.1503876176993781 0.59511142533301598 0.69318577213562083 0.25705371424556034 7.1586976061735212 0.26750444273056928 2.4150018724212714 0.18699290092627086 15.61457937461091 4.4367586989228576 2.6944284458113543 3.0893576431772081 2.6859924048694683 3.2407474232095392 3.6107770773487573 6.6346891728262563 2.3596171904791845 15.409101429977452 0.51251466552639602 1.2016610385362581 1.9131460253047399 0.83078602726163786 3.9122645043389639 0.64936185907572508
leaf_count=628 1045 571 371 1145 312 3212 30774 22988 28786 132 218 14 169 940 10 169 500 15 210 7523 3822 18039 14563 1092 355 8469 1107 84 1441 56 60 73 1923 34 316 23 7000 1726 1043 1055 1015 1797 5887 3566 1071 5914 123 364 565 72 1221 196
internal_value=0 -0.00551898 -0.0138038 -0.0293375 0.0256006 0.0058169 -0.00863242 -0.0115424 -0.0434401 -0.0187642 0.0202192 0.0347647 -0.0288193 -0.0156418 0.0407352 0.0600742 0.0246525 -0.0103332 0.00305047 0.00547395 0.00400107 0.00755424 -0.00161173 -0.0151783 0.0338972 0.01421 0.0111229 -0.0103624 0.0475993 0.0167144 0.0492606 -0.0057856 0.00169255 0.0348328 0.0532455 -0.0283581 -0.0223605 -0.00335155 -0.00107507 0.0248123 -0.0109769 -0.00537372 -0.0232235 0.0102861 0.00313094 -2.01859e-05 0.0170104 -0.0567689 -0.0769973 -0.0199432 -0.038291 -0.0810237
internal_weight=0 337.436 194.952 48.6714 73.9938 142.485 146.28 121.268 23.9607 64.4339 59.4779 17.3637 1.48472 24.7107 15.879 7.18782 8.69121 2.82175 2.6421 25.0125 133.849 98.2003 57.1576 20.1421 8.63534 42.1142 38.7265 8.53728 14.5159 2.46346 3.38774 35.6488 23.3374 3.94053 2.8695 0.454497 16.8513 56.834 52.3972 5.78379 22.3132 18.5318 8.65639 9.87544 5.04561 23.0803 7.67121 3.74553 2.54387 12.3114 5.39241 1.48015
internal_count=183804 169969 111793 44578 13835 58176 67215 58647 29157 31835 11766 1828 183 15421 1645 854 791 291 281 8568 54609 41265 23226 8663 3567 9938 9660 1191 2069 266 278 13344 8033 542 373 57 7571 26812 25086 2098 14481 13336 7973 5363 2086 7960 2046 1061 697 5311 1489 268
shrinkage=0.1


Tree=38
num_leaves=53
num_cat=0
split_feature=2 2 9 11 4 9 7 7 2 2 15 15 6 10 13 7 11 15 9 4 2 7 15 6 14 12 12 13 6 13 12 11 2 2 9 14 14 13 16 2 13 4 16 15 11 11 13 12 12 4 4 13
split_gain=4.46489 1.74301 1.15988 1.09304 0.94129 0.923881 0.893923 1.06543 0.554879 0.529656 0.481747 0.481719 0.644728 0.796708 0.665589 0.470843 0.611651 0.469584 0.440301 0.572369 0.729228 0.945111 0.437521 0.424613 0.413696 0.545329 0.409486 0.396443 0.387185 0.377528 0.569582 0.361571 0.365601 0.355991 0.352281 0.533268 0.346684 0.338822 0.335232 0.334358 0.333527 0.327726 0.36445 0.349735 0.342851 0.326483 0.315837 0.526986 0.474818 0.431378 0.499101 0.367283
threshold=0.021495586261153225 0.41075012087821966 0.025764562750709524 -0.00058503212106301419 0.62986213721594753 0.064866231819504433 0.055262995755457824 0.0018833570032856823 4.2918286453641494e-06 0.98674073815345775 -0.08806623348260148 0.09156349051394648 -0.34423155913279718 0.06839686208514574 0.35054480235785163 -0.054931091816334744 0.11227661632789095 0.089821941456771762 -0.026757683979872333 0.329224942953176 0.00024276888871099803 0.013373768251805862 -0.32512466466497825 -0.24705511786333947 0.36390556715777728 -1.1324415613303749 -0.89582164513550755 -0.1024027871559627 0.53532250024736228 0.18402415094727684 -0.018237377898968451 -0.0062750229591755288 0.48973698914051061 0.00012462772428989413 -0.0088383121694615464 0.25640338214424224 -0.31504236421855575 -0.17136176882255341 -0.051524482207743243 0.0040025992784649142 -0.062215926312858751 -0.20376017685400433 0.011873170653181981 -0.32512466466497825 -0.012350934381829274 -0.11292359675929789 -0.039680722019854599 -0.15815651034393499 -0.31821846299116574 1.307106171016563 1.4527123158301227 -0.003844969580691276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 31 8 7 11 37 -6 -8 12 13 17 -14 -5 -17 -2 -10 20 21 29 -4 26 25 -21 -22 -12 39 -20 -31 32 -3 -32 35 -9 -28 -1 -23 -25 -36 42 44 -44 -42 -13 -27 48 -48 -50 -51 -49
right_child=1 4 22 15 9 -7 10 34 18 -11 27 45 14 -15 -16 16 -18 -19 19 24 23 38 -24 28 -26 46 36 -29 -30 30 33 -33 -34 -35 40 -37 -38 -39 -40 -41 41 -43 43 -45 -46 -47 47 51 49 50 -52 -53
leaf_value=-0.08018915822644708 -0.024988244085948581 0.090337845289682084 -0.066362751767799821 0.056291999952131848 -0.0020342364091060165 0.064088838406749782 -0.076906174304225916 -0.0032759894347097838 -0.019842089470584315 -0.033120818204731443 0.036066888298709465 0.12502274894424414 -0.016902163406359329 -0.17165135317947974 0.031341316756726377 -0.0014746713439225156 -0.085552858764412626 -0.18143979887296585 0.081130436398547973 0.059518745719494184 -0.041354385700043537 -0.13303602331871345 0.020317697928884812 0.035224782383395471 -0.13873470253677839 0.021768869579869302 0.067112860610244712 -0.036019438116637582 -0.047457570529328787 -0.081945391584854144 0.013338612601202596 -0.051338438363607589 -0.032541148911995998 0.11288907411822574 -0.0068658921937128636 -0.057079352868392053 -0.0015569416594801654 0.043854217721007956 0.0046480328514186958 0.015437066128708913 -0.049998869209672094 -0.001025700404238939 -0.068570034229931909 0.027908983946722418 0.0085727986422878041 -0.00070885376501608928 -0.0050759287633176872 -0.02548564437663985 -0.013241376093837116 -0.17299725019591794 -0.038060490973276573 0.01083103506888144
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leaf_count=13 1162 217 130 270 9080 636 591 5637 1290 5473 302 73 38968 10 1217 14518 179 8 1019 940 609 39 5635 6224 29 2779 188 1540 270 142 189 20923 757 166 7507 947 1250 668 123 8325 375 9155 58 6360 4260 10338 2235 766 386 46 163 10429
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internal_weight=0 236.48 198.458 167.821 38.022 125.304 178.434 170.664 121.255 22.3991 7.76974 95.1934 75.1018 3.09288 72.0089 42.5167 41.1634 2.56749 112.95 109.199 49.5556 6.93663 20.0243 42.619 59.6431 59.47 6.87726 5.28051 35.7417 6.24026 1.84029 15.623 1.04363 1.47298 75.4709 16.1883 4.77449 8.30536 0.696371 34.98 59.2826 44.7996 29.0383 17.7041 11.3342 20.0917 57.44 45.9005 7.43391 2.11389 1.10521 38.4665
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shrinkage=0.1


Tree=39
num_leaves=53
num_cat=0
split_feature=3 0 2 14 3 5 8 7 8 9 6 9 11 4 2 7 8 2 0 4 0 3 14 8 10 7 8 14 0 3 2 0 4 2 4 2 4 2 5 4 9 2 4 5 2 6 11 0 10 8 0 11
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 10 36 -3 7 -1 45 11 20 15 -12 18 -15 -10 -17 39 50 -20 -2 30 -16 24 25 26 -9 -25 29 -29 31 32 -22 -33 35 -32 44 38 -36 -13 -30 46 -23 -44 -4 -6 47 -27 -48 -49 -7 -52
right_child=3 2 4 -5 8 13 -8 23 9 -11 12 17 -14 14 22 16 -18 -19 19 -21 21 42 -24 27 -26 41 -28 28 40 -31 34 33 -34 -35 37 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 48 49 -50 -51 51 -53
leaf_value=0.056942600800873301 -0.064937871210035941 -0.037134313550357435 -0.070664724892293154 -0.039308719137862179 -0.0082315286276318077 0.019580976498557796 0.045356720686786693 0.019564760801007375 -0.011737575969017106 0.06704472043551786 0.032788787132184964 0.0066989090571646761 -0.0070972283170901533 0.056937497095933903 0.0037279931735965562 -0.14385511965899703 -0.033067724578696944 -0.010985186225593878 0.061734994916682898 0.024216492053888993 -0.085736188985929412 -0.049239112734132541 -0.047598844118246005 0.028742233220370807 0.025643958690918702 0.042376277026430986 -0.087478231975037263 0.0067321805401505778 0.032127848961687126 -0.20550423669567761 -0.01520363876015104 0.027923795221787975 0.0031212457043787432 0.18000736354226451 0.069738565404737385 -0.048154373968609276 0.017117166211137597 -0.050421038074794047 -0.0029731588311947502 -0.016177999823905383 -0.11474865819502655 0.040607856058763596 0.029286520994274319 -0.057176434961986433 0.079980081393459981 -0.026753486783241232 -0.05067806635838934 -0.054567338461471861 -0.16930075166252248 0.070530343400458745 0.022703312671039561 -0.065084325573523449
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leaf_count=434 1114 488 18 13777 22664 9413 1883 778 1916 322 2138 30714 5452 229 3164 75 446 15988 2240 4079 174 6939 420 2713 1148 95 50 42 357 22 25404 273 5349 10 473 8654 3498 348 1192 3256 57 164 613 276 253 3647 607 345 39 50 389 425
internal_value=0 0.00598265 0.00204761 -0.0176827 -0.00209398 0.015604 0.0241354 0.0176455 -0.00373168 0.000657161 -0.0126356 -0.000354265 0.0041751 0.0180793 0.00440385 -0.027411 -0.0692545 0.001369 0.0241585 0.0387883 -0.0168749 -0.0155373 -0.00209517 0.0138155 0.00295992 -0.0105702 0.0117822 0.0234995 -0.0161216 -0.106399 -0.0123859 0.00410284 -0.00157042 0.0832702 -0.0164918 -0.0194262 0.0252155 0.0121554 0.0258915 0.00472006 0.0175142 -0.0310056 -0.037627 -0.00201854 0.067167 -0.0113115 -0.0390289 -0.0160717 -0.0650279 -0.0401157 0.016397 -0.0222546
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shrinkage=0.1


Tree=40
num_leaves=53
num_cat=0
split_feature=0 1 1 4 0 2 14 10 8 8 13 4 10 1 9 10 8 0 9 2 10 9 13 13 11 12 11 14 8 13 13 0 1 9 10 9 13 14 10 12 12 12 12 1 4 4 2 15 8 12 12 9
split_gain=3.46902 2.04846 1.0525 1.0819 0.956871 0.749293 0.575635 0.505848 0.500726 0.495216 0.626407 0.641181 0.480974 0.466088 0.456648 0.435966 0.435859 0.421452 0.402853 0.379431 0.377343 0.365781 0.36787 0.364998 0.357061 0.354906 0.354567 0.348371 0.376199 0.393345 0.343504 0.333294 0.331634 0.326802 0.739604 0.324683 0.458737 0.410373 0.463719 0.606506 0.352413 0.335591 0.333283 0.315265 0.312909 0.661113 0.311576 0.307422 0.48926 0.464257 0.445489 0.344968
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 9 7 5 6 31 47 26 -3 19 12 -12 27 20 -15 -8 -14 24 -11 -10 22 -21 -18 -6 -26 44 -5 30 -30 -29 -1 -28 34 -33 36 37 38 40 42 -35 -38 -40 -9 -2 -46 -37 48 49 -4 51 -51
right_child=1 2 3 13 18 -7 16 43 14 10 11 -13 17 15 -16 -17 23 -19 -20 21 -22 -23 -24 -25 25 -27 32 28 29 -31 -32 33 -34 35 -36 46 41 -39 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 50 -52 -53
leaf_value=0.061370435838292797 -0.026223644417318788 -0.016952171202525214 0.078590631438915384 0.032768979336938696 0.0085785257203452505 0.078785643475049044 0.0011975349185149742 0.039398785978387696 -0.038234406531666446 0.015760057079584847 -0.01287767909938589 -0.0091903314162986374 0.026196143684747531 -0.00010314612240437034 0.052133815943256258 -0.14669733979110697 0.043883003584355193 -0.028639069695304182 0.02243886213324852 -0.071126401692442942 -0.0078468044398432579 0.051291432740185286 -0.0084342631631862033 -0.065011618137535476 -0.0073745466488810045 -0.1106904604719695 -0.052884258708985589 0.13460329594580359 0.0075552540405221793 0.11572698189331386 -0.019723511909903159 -0.029151332079060122 -0.010677692180059114 0.067788024351540035 0.067374815309660246 0.056484744236567512 0.075213774275874445 0.043048026610063433 -0.047167116175909511 -0.00018302117954182282 -0.051459137383491574 -0.0060742986159941052 -0.16652675289495988 0.10894105939372323 0.039582524801204617 -0.042768846855876869 -0.0016920192037756057 0.054528922013139747 0.020694307006764057 -0.088564602721630817 0.027858259359690399 0.05425286515820095
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leaf_count=376 25440 11077 132 655 13275 388 2244 4919 3580 3111 1438 8082 7997 173 566 53 612 859 3567 608 18283 210 45882 67 4959 65 7792 11 2364 156 3960 165 1831 128 600 437 175 130 74 101 77 114 61 406 1142 731 162 462 3336 468 248 54
internal_value=0 -0.00628497 -0.00130938 0.0130908 0.0148201 0.0272121 0.0235155 0.0286283 -0.0209159 -0.00478938 -0.0023819 0.00783715 0.0167767 -0.0039401 -0.0107749 -0.0779811 0.0106252 0.0226436 0.00764676 -0.00672193 -0.0132716 -0.0084234 -0.00908652 0.036466 0.00365373 -0.00983029 -0.0278378 -0.000714042 -0.0062662 0.014396 -0.0175812 0.0356449 -0.0435013 0.0287563 0.0491583 0.0180311 0.0020097 -0.0199118 -0.0382877 -0.068987 0.0166886 0.0395228 -0.11911 0.0440713 -0.0224768 0.00389682 0.0385858 0.013275 0.00632632 -0.0305375 -0.0467232 -0.0728478
internal_weight=0 281.38 209.988 40.8601 107.668 39.4567 36.8416 21.3606 71.3917 169.128 141.2 42.0872 27.5982 19.4995 28.9794 0.797119 17.8766 23.0434 68.2114 99.1127 27.8866 92.1497 91.1524 4.76514 53.7294 14.3692 42.4123 18.7023 16.0545 5.67913 10.3754 18.9651 10.7826 14.9887 5.14281 9.8459 5.54397 3.50438 2.71798 1.7412 0.976788 2.03959 0.999912 10.6328 31.6297 3.93446 4.30193 10.7278 9.19868 2.57422 2.25049 1.66699
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shrinkage=0.1


Tree=41
num_leaves=53
num_cat=0
split_feature=3 0 1 7 16 12 0 4 1 1 9 13 12 3 4 5 16 1 5 13 5 15 5 5 13 13 7 16 4 11 12 13 11 5 9 5 4 1 15 4 1 12 0 7 4 16 15 3 12 16 3 3
split_gain=4.28998 1.36315 1.04342 0.746777 0.643575 0.636162 0.593714 0.617025 0.692606 0.571622 0.570688 0.541686 0.516472 0.505323 0.58665 0.635576 0.487309 0.485649 0.472675 0.797132 0.440365 0.438139 0.429746 0.477987 0.426741 0.425159 0.413472 0.41289 0.397684 0.382877 0.478271 0.41921 0.377111 0.371287 0.360696 0.358765 0.35599 0.401222 0.388509 0.351781 0.351743 0.348917 0.346296 0.344664 0.342863 0.337887 0.331826 0.320624 0.316747 0.320348 0.309777 0.30839
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 -5 7 8 18 13 43 33 -9 16 15 24 25 29 19 45 -10 28 -19 48 46 -4 -21 -14 -12 30 -8 39 -6 -11 -22 -33 37 38 -35 -31 -20 -7 -25 -2 51 -3 -15 -29 -24 -50 -17 -42
right_child=2 6 9 4 32 41 17 12 20 11 21 -13 27 14 -16 50 -18 22 40 26 34 -23 23 42 -26 -27 -28 47 -30 31 -32 35 -34 36 -36 -37 -38 -39 -40 -41 44 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.047729614546384816 -0.015025625718623229 0.057473036882978036 -0.031331386489033955 0.014023022367195832 0.02598945448004409 -0.12092435850751125 -0.022045980126418958 -0.0051349219714964299 -0.017932408388188735 -0.038965780724238223 -0.054164672444364841 0.083718132165044964 0.042419342624990669 -0.0033589217720245926 0.012670600086076803 -0.031494468542473758 -0.0036984388425271063 -0.10013479383097745 -0.045053510220944393 -0.002391104722031539 -0.022022973403188886 0.019383472176479056 0.11688861687376564 0.039385399586602789 -0.04877463060740897 0.0089317969403378359 -0.042473646238203086 0.038570483939411343 -0.015771279375911159 -0.099176855177595169 -0.14195259862961215 -0.025675819740709472 -0.059256360691450904 -0.0025506493327341001 0.051836027592703095 0.0086969901343658604 -0.00098565555699321587 0.058761482284064685 0.071295086411666597 -0.017602674721754533 0.05367502518251397 -0.0037043192840305571 -0.030122963054512366 -0.057401026007027324 -0.013066845146732632 -0.0088228481715015711 0.055068880035236092 -0.035445733789916646 0.070345193177704157 -0.11565112643191122 -0.072672854423573685 0.020371443723321614
leaf_weight=12.971865230343608 2.5956935049484855 2.7559303394082266 12.267739053994772 1.5427251026121696 20.042397760922544 0.78052960642162339 6.5212453915919459 29.438038538521141 1.1753305446763977 1.9193130577878097 3.3516778834718997 0.84561307898911664 4.6353854825683811 7.3555130089134781 4.6947055576638368 17.681966841400484 96.469002911349889 0.23216083784063801 0.8170108706690361 10.227384255736977 0.70273376128170539 2.7750422209464878 0.91177541606884893 1.8627048395064769 1.8227740025431547 3.3259192097175392 3.4223779754829584 0.91238243237967287 13.687369129529541 0.56779720633494424 0.33396522174007248 3.5312792235818078 0.51657821213302568 4.4649224049899265 9.2131380941864318 21.026554290723652 18.899040616313865 2.3529623779859321 0.82986628783692129 5.6220112147912031 3.0967105365343732 0.3740931871070643 1.1422817550810576 7.5217823146822429 2.7349659081846793 1.0576972272028795 1.1021451343185615 1.5627631503284636 0.25764860030903947 0.12202637768132263 2.0360979651518383 26.72880577766955
leaf_count=1607 2719 666 7074 226 3196 74 2323 10643 167 620 5731 346 1293 6743 3306 14989 49396 65 403 3681 251 2239 404 538 1169 1553 923 238 10380 94 58 1689 84 1811 4118 9650 8850 1279 204 3035 827 61 375 5325 1594 293 690 529 195 46 2308 7725
internal_value=0 0.0112239 -0.0100082 0.0285162 0.0177715 -0.0280239 0.00676555 0.0110151 0.0170944 -0.00707223 -0.0272643 0.00567459 0.000710403 -0.00961855 -0.0201622 -0.0253048 -0.00635172 -0.00316812 0.0121467 -0.00118353 0.0397189 -0.0173717 0.0277058 0.0349939 -0.00513362 -0.0227434 -0.0124827 0.0248634 -0.0233716 -0.00689755 -0.0282359 -0.00212672 0.0237987 0.00330594 0.0465719 0.00373953 0.00638594 0.024563 0.00922119 -0.0253455 0.0191182 -0.0835712 0.0129417 -0.0465743 0.0207519 0.03913 0.00435352 -0.00808238 0.085442 0.00809195 -0.0358076 0.0238589
internal_weight=0 176.84 205.999 36.2282 23.2563 2.69735 140.612 98.4807 61.9321 176.068 29.9316 29.3117 36.5486 146.756 34.6932 29.9985 112.063 42.1315 50.8409 17.4634 11.0912 19.8141 4.5286 4.29644 10.2804 15.5937 13.6498 7.11053 17.039 37.6029 6.85521 30.7476 20.559 28.4661 9.91587 24.5578 26.5468 7.64775 5.29479 6.18981 33.3775 1.15462 3.00499 10.1175 32.5605 3.81363 8.45766 2.47515 1.29145 0.379675 19.7181 29.8255
internal_count=183803 57071 126732 5248 3641 361 51823 33351 20648 100338 26394 13110 12703 87228 29205 25899 58023 18472 16112 5563 4536 18350 1623 1558 8602 8627 4604 2060 16111 16849 2381 14468 3280 12764 4369 11339 12144 3294 2015 3129 10549 135 913 8044 10146 959 7433 767 645 241 17297 8552
shrinkage=0.1


Tree=42
num_leaves=53
num_cat=0
split_feature=1 2 1 4 7 9 11 11 4 2 4 5 6 2 1 4 9 6 15 14 16 4 1 9 1 7 6 8 16 5 7 5 11 2 5 7 7 11 15 16 4 5 1 9 8 2 5 14 7 7 4 7
split_gain=3.7213 1.51701 1.04637 1.0913 0.919179 0.83736 0.722887 0.700132 0.539515 0.62095 0.53422 0.529234 0.474406 0.471527 0.448997 0.554542 0.437007 0.425564 0.442386 0.418296 0.570347 0.440636 0.646944 0.513764 0.420666 0.414067 0.4045 0.430931 0.404018 0.441879 0.423665 0.40401 0.396766 0.394957 0.391441 0.38426 0.380951 0.369262 0.390198 0.367678 0.361051 1.10383 0.41738 0.360955 0.347051 0.34518 0.393638 0.343086 0.335941 0.366587 0.40654 0.335652
threshold=0.11221206933259965 0.10203621536493303 0.93619707226753246 0.099263807008914171 0.03702449205347897 0.095208073798154227 -0.012350934381829274 -0.11292359675929789 -0.11363680218914435 1.1280690159765074e-05 -0.87250221620371471 0.63900249906876427 0.48910433473868087 0.11029495298862459 0.80151367187500011 -0.17679121812530726 -0.021810173476303308 0.1835981101756731 0.10140108962547363 -0.20212144803986767 -0.032501558693181727 1.4526980589775988 0.9765773117542268 -0.0017724304787803717 0.98641988635063182 0.0074437535305866076 0.46470522414568399 0.07177043005885754 0.067243210439672782 0.77594700942056927 0.0049424095122574604 -0.51489195722640246 0.0066117171190806 0.031813204288482673 -0.25952293551548017 0.0067476869403511981 -0.060151735319990275 -0.0093290937845967089 0.033367173236731364 -0.037228516537525257 1.3517444133702383 -0.033124816855144505 0.011441867332905533 0.035166222193456095 -0.0095622382756849096 0.99818873405456554 -0.21406491906131056 -0.57297451296474833 -0.036647539785483262 -0.0049113151890927808 -0.18250713842062577 0.0473459621760303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 6 16 11 -3 10 -10 37 14 32 -12 47 -16 51 40 -19 -5 21 -21 -23 -24 -25 31 27 -6 48 -30 -31 -4 44 -29 43 -33 -7 38 -8 -26 42 -42 45 -17 -11 -9 -47 -2 -18 50 -50 -1
right_child=2 7 3 19 26 36 8 17 9 12 13 -13 -14 -15 15 34 28 18 -20 20 -22 22 23 24 39 -27 -28 33 29 30 -32 35 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 46 -48 -49 49 -51 -52 -53
leaf_value=-0.013797836902932023 0.10303757659789514 0.087515573389923496 -0.14699724236664144 0.026979521203919905 -0.021214881277425691 0.082550048093141801 0.017589663424741012 -0.051330475858993377 0.054462570366264923 -0.022164570416153093 0.025698862264215278 -0.10594317759493002 0.086243253099486938 -0.0054648127846282047 0.079041548132491174 0.083317812842286898 0.016415675760123118 -0.017810134585131903 0.023071883744218952 0.011221957426102023 0.022109399254470426 -0.075016634639070282 0.029979816227045028 0.045733001951186777 -0.036897964645373434 0.096743140761065646 -0.067418231347315338 0.10068015629569092 0.0043392687050096248 -0.053364139912079403 0.11946701747742415 0.053148505055714307 -0.05068106944328752 -0.040320358383455102 -0.034333320629925126 -0.081186310561496222 0.016493867360477126 -0.0010811848321687361 -0.14902700190019458 -0.16463443057607868 0.032305445979408147 -0.03145758615897036 -0.025215094961002417 -0.1310978758789336 -0.00029072373463829941 0.089314015174289066 -0.085068520584900928 0.03259637042831031 -0.028458914835514146 -0.0042436375788448616 -0.00038571993027597688 -0.052003454432363344
leaf_weight=9.8876188746935423 0.71750155591871845 0.55672843632419144 0.093489194405265041 20.428939961904689 8.702842630893425 1.4597102809420905 0.22898633797012813 12.209689330867374 1.764265943202189 9.1348468497544584 23.792863194286841 0.28386342205339943 0.5371450547099802 6.0919432508644595 0.68973777663632052 0.52837411420478053 5.7234538657648946 12.566393044751747 3.3357703336441764 7.4983794945019344 14.911678524529632 1.7982186556982922 2.272748638439225 0.54640094793285277 2.2565513856970942 2.0174021851962607 1.6916886820836214 0.5603693143057179 31.55563496724335 0.173213667669187 0.59587907981767785 4.3745303625846637 1.9543825784185163 0.29073453282762785 2.7547772085763418 0.20853526244172815 2.1626206599103162 13.035198549956473 0.33296294014144223 0.23583847217378195 3.7018326736142635 10.047768178752445 22.667042270719321 0.075563014823273988 34.96046591790401 0.35686013841768727 0.18140173860592845 13.110379491754431 15.581240922566396 55.884837312516538 7.7079147154981902 2.9876940548638222
leaf_count=4059 180 267 13 4424 2726 218 61 20330 181 4063 11210 75 258 3335 338 140 2222 8349 2091 2821 4114 385 425 90 370 1029 603 64 11952 42 80 2063 865 64 794 70 385 3010 48 19 1429 5218 20776 14 18048 255 505 4044 8441 25196 5069 920
internal_value=0 -0.0100366 0.0098592 0.021078 0.00461551 -0.00392429 0.00740056 -0.0224871 0.00379325 -0.00347505 0.0118736 0.0256208 -0.00568891 0.0193467 0.0278121 -0.00147562 -0.00524717 -0.0234517 -0.00921836 0.0159841 0.00836319 -0.00567836 -0.0234862 -0.00585047 -0.0326667 0.058946 -0.0225941 -0.0145479 -0.00332464 0.00618732 0.0802193 0.0423393 -0.00679378 0.0526737 -0.0183362 0.046749 0.0433832 -0.00455519 -0.0826603 -0.0500542 -0.0280505 -0.0142712 -0.0333905 0.0535389 -0.00482917 -0.0478723 0.0297122 0.0363777 -0.00694685 -0.00863899 -0.019175 -0.0227223
internal_weight=0 199.343 177.882 56.6427 121.239 133.72 109.993 65.6235 91.8331 48.3511 43.482 18.1602 46.5868 29.8848 17.8763 4.04845 130.097 65.0668 15.9022 49.9488 29.5198 14.6081 7.10976 5.31154 3.03879 6.69396 11.2456 9.55395 117.222 32.3247 0.769093 4.67655 46.0497 0.851104 3.35871 4.58307 3.62233 13.5971 0.561949 2.49239 49.1646 13.7496 35.415 0.603937 44.0953 12.748 0.538262 13.8279 84.8974 79.174 23.2892 12.8753
internal_count=183748 117804 65944 15823 50121 58584 46664 59220 41079 23415 17664 5585 23234 14545 5510 1286 57981 58953 10440 12648 8224 4110 1289 904 479 3175 3457 2854 53002 12074 122 2146 22976 128 948 2133 603 3119 109 389 48513 6647 41866 154 22111 21090 760 4224 40928 38706 13510 4979
shrinkage=0.1


Tree=43
num_leaves=53
num_cat=0
split_feature=3 3 3 14 8 6 4 5 10 7 9 4 12 12 9 14 13 5 10 6 0 9 13 3 5 14 13 13 10 4 5 3 0 12 5 0 8 0 12 7 3 4 13 4 5 14 10 14 10 13 7 8
split_gain=4.00222 1.10951 0.885603 0.716215 0.566016 0.569427 0.48953 0.604862 0.523124 0.479849 0.463657 0.464181 0.462929 1.44556 0.422069 0.411087 0.440105 0.448185 0.414661 0.626918 0.398377 0.563535 0.419393 0.41411 0.392748 0.387177 0.346938 0.342151 0.336094 0.490599 0.338778 0.389104 0.332511 0.338295 0.32198 0.319442 0.305577 0.305431 0.301746 0.298414 0.288972 0.329988 0.31183 0.287823 0.287191 0.595835 0.434467 0.285769 0.349199 0.304925 0.280948 0.348699
threshold=-0.057891141477739431 0.3193980406504125 -0.77531272755004454 -0.40132805316295755 -0.00069570792724686929 0.46470522414568399 0.60579392807517329 -0.06881295481666852 0.0070636375144082489 0.07491193016125311 -0.012980145532237837 -1.1385802593835552 -0.30221473982519659 0.56337063417764666 0.045383648883924647 0.1813144365624422 0.20681861226902834 -0.15140650166977035 0.051594074631229697 0.1219504573257905 0.0205528698861599 -0.034527134367351803 0.66629024661023484 -0.065548254176974283 0.39569248932253215 -0.053842473645608568 -0.54822324553061896 -0.12705436848982882 -0.00069131482458484447 1.4420365468726775 -0.19947869612403071 -0.40342378197237844 0.00079395517241209756 0.72487265932670308 -0.38747185212339413 0.00031033725827001041 -0.071453648743171755 0.00015596879529766741 2.9946123750811124 0.00067850945643541918 -0.40342378197237844 -0.94915553926447316 0.16061239139175479 1.0986147853183457 -0.20269567319298443 -0.50687749982667263 -0.0098124725069216791 0.060063231177816305 0.00061514460414030276 0.22919495583281507 -0.001158825666367556 -0.028532055780011764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 6 39 20 10 9 -8 12 -1 -6 27 -9 -14 -11 16 18 -18 35 36 21 -5 40 28 -19 -15 34 -12 29 43 31 -30 33 -31 -13 38 -20 -33 -2 -4 -22 -42 -43 -23 45 46 -41 -3 -49 -50 -37 -52
right_child=1 47 3 4 5 -7 7 8 -10 14 11 26 13 25 -16 -17 17 24 19 -21 22 23 -24 -25 -26 -27 -28 -29 30 32 -32 37 -34 -35 -36 50 -38 -39 -40 44 41 42 -44 -45 -46 -47 -48 48 49 -51 51 -53
leaf_value=0.053829672063511427 0.055793627738120979 -0.017528127804362002 0.044243538710335317 -0.046695986036876386 -0.0097199268911476577 -0.052250593386479083 0.084579043390528894 0.057637727304624645 0.10684497724726123 -0.09570798679821424 0.066771701716953721 0.051914046308619226 -0.13570852255436167 0.024488712285842557 0.047430509884049871 -0.021197874190021337 -0.016885641371218181 0.021501309014018345 -0.10092953996454697 0.073037334475108948 0.015865451957608318 0.004591259709111224 0.065224195452282363 0.055353290177997755 -0.012760541128610589 -0.041558733294778098 0.015911674035434014 0.024254847285525447 -0.042583792469906734 0.00093356298639070293 0.025395599458679315 0.081080073646862608 -0.008736941358339044 -0.087019263332069177 -0.088280640031665511 -0.014096534516970991 0.0085135399499032434 0.0013838597389981677 -0.061749703746119114 -0.0097519601429570876 -0.03478442910928032 -0.016203440947047367 0.011186836287557858 0.068313008263879663 0.028308539466438395 0.039596230699238802 -0.1743542020784877 -0.069149921765598407 -0.022693136850997348 -0.074037093138460353 -0.039064755601314644 -0.0035986448391630969
leaf_weight=8.9620191731864907 1.2863924425910216 7.8940740176349236 7.5004560827619553 1.895404793358465 6.3855503901395414 1.2474038132131671 1.0157883752217456 0.96992592209426209 0.42908736708341155 0.4085433944565019 3.1148524716591055 0.21258546797616873 0.84051999197981686 3.1799745123207677 0.38346182214445435 19.392488870549641 6.2857344165422573 14.931873746407293 0.33791391129489057 1.5163724021367668 3.7274077484289654 20.686837467766967 0.74208650065338488 1.8094130346035004 4.2975902785074132 1.2112809784885037 40.703569101184257 4.8704016056726678 1.7634690971135567 0.64309733198024233 13.552883274584923 0.56507562386105137 3.9201705553714419 1.3466338513680964 0.57820096448631275 64.242296137370886 0.89511107847465543 2.756375202043273 0.24714451227919187 0.30794824137046817 5.8064859603546308 13.223627277033296 6.0434467856375695 0.71659081355755816 2.8033367552088748 0.6275786569676709 0.32206039401353337 3.4058536330098823 7.0996505854927801 1.3727737653298389 2.8699458565424711 69.600151165844181
leaf_count=2852 312 7687 1434 432 2074 472 493 136 31 85 486 35 97 409 59 13727 3375 7080 63 701 1628 6625 411 643 1034 146 16412 1023 458 77 3823 54 887 163 264 44383 302 1028 38 54 1305 6402 2901 456 619 124 52 2945 7062 998 1073 38318
internal_value=0 -0.00982153 0.0110759 0.00856254 0.00653335 0.01412 0.0324049 0.0134166 0.00232004 0.0472396 0.0156179 0.0188902 -0.00519371 -0.0169963 -0.0268806 -0.00742445 -0.00581828 0.00626384 -0.00800522 0.0303311 0.00106052 0.00653027 -0.00813145 0.008659 0.0138395 0.00617708 0.0146294 0.04095 0.00679984 -0.000266641 0.0171461 -0.00485304 -0.0257278 -0.0588332 -0.0502828 -0.00877141 -0.0224776 0.0152983 0.0363648 0.032441 -0.0100602 -0.0139227 -0.00760964 0.00677904 0.010545 -0.0288967 -0.0963476 -0.0323326 -0.0421308 -0.0311485 -0.00928233 -0.00501231
internal_weight=0 205.675 165.274 147.873 136.312 57.1126 17.4006 7.64658 6.63079 9.75402 55.8652 49.4796 6.2017 5.23178 0.792005 185.903 166.511 25.5152 140.995 2.7494 79.199 49.656 29.5431 47.7605 19.2295 4.39126 41.4944 7.98525 45.9511 27.3133 18.6378 5.08492 5.9099 1.98973 0.790786 138.246 1.23302 3.32145 1.53354 11.5614 28.801 25.0736 19.2671 21.4034 4.06092 1.25759 0.630009 19.7724 11.8783 8.47242 136.712 72.4701
internal_count=183748 129098 54650 50342 48059 20766 4308 1312 819 2996 20294 18220 788 652 144 110406 96679 11489 85190 1066 27293 14646 12647 14214 8114 555 16711 1509 13571 8208 5363 1540 1127 240 299 84124 365 1082 350 2283 12236 10608 9303 7081 849 230 106 18692 11005 8060 83774 39391
shrinkage=0.1


Tree=44
num_leaves=53
num_cat=0
split_feature=3 2 1 4 6 15 3 12 12 4 4 1 1 6 1 12 3 1 13 4 4 14 16 11 1 7 11 13 12 12 14 13 12 4 4 1 15 14 12 3 15 15 16 15 11 16 11 4 2 7 2 1
split_gain=3.5715 1.87617 1.02082 0.616408 0.56441 0.501932 0.492412 0.458083 0.465195 0.417019 0.726147 0.507819 0.464521 0.413391 0.37209 0.429849 0.428063 0.515417 0.462412 0.353031 0.351184 0.331257 0.330265 0.357172 0.443714 0.457222 0.34213 0.323213 0.322529 0.416804 0.311789 0.309402 0.299819 0.296317 0.381523 0.654968 0.559358 0.506715 0.415322 0.390283 0.351952 0.430881 0.314938 0.30864 0.295521 0.29493 0.293629 0.293454 0.588807 0.293008 0.29247 0.289694
threshold=-0.246755214582663 0.11488287150859834 0.29389062523841863 0.65715595944613436 0.19486883611316855 -0.13717576037080834 0.40553123179415712 4.0405267549920918 3.1588812457946021 1.307106171016563 1.4527123158301227 0.013035049196332695 1.0282086805091241e-05 0.2604475303210681 0.99507576227188121 3.6280312456611594 -0.16400423529557881 0.99876272678375255 0.16380029122233583 1.3937804095445263 1.4273210464593211 -0.13432417358919266 0.3229951500078479 0.0038818651535711293 0.024776799604296688 0.015378713561782728 0.025556160491980603 0.8069920363582116 0.15091402020983549 2.4912358669663743 0.017797707578648073 -0.15821417368810356 2.6099953547542381 1.3517444133702383 1.4794927976349441 0.99814778566360485 -0.062791829621390516 -0.10070691981628092 -0.10587162163049577 -0.6667063875356688 -0.019527619497950996 -0.0066520832921163524 -0.071558498674374707 -0.053636131847175285 -0.02506048376085165 0.081754486099222798 0.023869396753710689 -1.340101578679125 0.04469419643282891 -0.017268662671799075 5.6117642088793225e-05 0.99163594841957103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -4 9 13 22 8 30 11 20 -3 -12 28 15 -5 18 32 -16 -19 -11 -9 23 27 46 49 -24 -2 47 -30 33 -15 -18 -7 35 36 -35 -38 -36 42 -39 -42 51 -44 -10 -41 -25 48 -1 -26 -46 -40
right_child=1 4 3 14 -6 7 -8 21 44 10 12 -13 -14 31 16 -17 17 19 -20 -21 -22 -23 26 24 25 -27 -28 -29 29 -31 -32 -33 -34 34 38 -37 37 40 39 45 41 -43 43 -45 50 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.084198739539797382 -0.0068580094017984582 -0.046918252311711373 0.020068480650463433 -0.0029831040652561359 -0.0035608580325723173 0.026867580427758182 -0.044891299643844577 -0.10313511720633235 0.16057467730002029 -0.014306699813783453 -0.060262295949982329 -0.022143786049008397 -0.010470703995299023 0.021065119422500823 0.015166643189321892 -0.059311504567166828 0.060366242217284753 0.048906643304010532 -0.10980738130908643 -0.11393337451322881 0.053780659238322107 0.030788952827268064 -0.017787945215263445 -0.0063864689310668098 0.0020796505271038178 -0.00496138758500448 -0.11070139157257952 0.055191949497674912 -0.058307056395460667 0.071854671330462458 0.0042972510500388517 -0.066486199471187293 0.010225050624860108 0.068717732852378255 -0.038630145070450345 0.063263181447020908 -0.0085610413885868018 0.021694187586148217 -0.12201874083138187 0.053024608462215711 -0.20734399288664918 -0.072292170495979163 -0.086660648370956925 0.040360421937260284 0.080723823132269348 -0.050910088433925485 -0.053251777008116619 0.029959188243396148 0.076937263946522588 0.027858326177387 0.018951212059872432 0.0089593496030600274
leaf_weight=0.65272748374263745 110.02972931137356 12.056386786378424 31.950858703702579 19.563003494826269 16.843011989009028 46.15175401405395 2.9831036439036316 0.48861792042589514 0.24761825574387364 1.1362377158220618 2.4797297658151347 26.529567376685918 7.5450186079560808 0.54127196921035681 0.75379430824978022 1.43816603484447 3.16695128140418 0.19111572827387124 0.46617009887995664 0.36732275519898394 2.2185480762927909 0.28037317346024693 1.3649057383672687 5.6892726864602983 6.6430137184743208 12.960586228406099 0.54608251508034289 0.82851715222204703 1.2231045802709557 0.29098574045929115 10.345671080038299 1.4922900813180602 1.9198059332884438 0.48949554411228779 0.94279984394961491 0.91640081336663559 1.895109050026804 0.25522027646366052 0.34315594435611307 4.6289347781275865 0.3034140160016251 1.0484606325771868 0.20812192415178299 1.2585048335022289 1.5060323395700828 0.27652156946714956 1.7324251489353626 4.4911218166744202 0.32649238115118351 13.11230057721332 1.5708609179637276 0.31324589782161638
leaf_count=104 52438 21648 15470 7397 10688 14470 2367 62 31 930 769 23857 4325 90 143 404 815 137 92 94 840 65 444 3752 2279 4306 102 366 338 48 3828 328 386 73 221 91 256 40 52 662 20 135 29 171 160 35 755 1351 83 5534 553 53
internal_value=0 -0.00509828 -0.000511391 0.0105922 -0.0194739 0.0185322 -0.00477272 0.0212645 0.0220812 -0.0246286 -0.00939953 -0.0299026 -0.0228712 -0.00372662 -0.000278815 -0.00688691 0.0199019 0.0315042 -0.0334704 -0.0584126 0.0307657 -0.0547101 -0.00398496 -0.00345934 0.00462208 0.00963047 -0.0451066 -0.00638558 0.00784655 -0.0327538 0.0203192 -0.0432019 0.0415428 0.0231251 0.00969578 -0.0122113 -0.0297401 -0.0437761 0.0231817 0.0315489 -0.0847597 -0.104878 -0.00425629 0.0215218 0.0585507 0.0470048 -0.0174262 0.019153 -0.0300629 0.0191994 0.0494738 -0.0609116
internal_weight=0 284.516 215.707 59.8172 68.8085 82.4883 155.89 73.4703 72.7013 51.9655 13.3795 38.586 10.0247 9.01799 27.8663 21.0012 6.86516 5.6452 1.21996 0.558438 3.35479 0.768991 152.907 150.996 40.1376 32.7159 1.91099 110.858 6.98443 1.51409 69.3768 2.03356 5.08676 59.0311 12.8794 4.9081 3.9917 3.5022 7.97128 7.02848 1.60709 1.35187 2.12303 1.46663 3.32451 4.90546 7.4217 5.47034 0.97922 19.7553 3.07689 0.656402
internal_count=183687 160338 97281 24938 63057 23349 72343 21007 20880 52369 6864 45505 5094 2342 9468 7801 1667 1432 235 231 1770 127 69976 69430 16626 12119 546 52804 1924 386 20136 418 1201 16308 1838 615 524 451 1223 1002 195 155 305 200 744 697 4507 1538 187 7813 713 105
shrinkage=0.1


Tree=45
num_leaves=53
num_cat=0
split_feature=0 1 1 15 5 4 4 3 6 9 6 9 15 5 5 0 6 6 10 6 5 1 10 9 12 1 10 3 15 14 12 1 6 15 6 11 3 12 12 14 5 12 4 1 12 5 3 10 1 0 12 5
split_gain=3.37911 1.94099 1.00897 0.752153 0.723556 0.672925 0.579551 0.569826 0.449608 0.449285 0.445253 0.408489 0.406705 0.457517 0.349216 0.346236 0.329644 0.516642 0.35064 0.394733 0.339693 0.399525 0.313697 0.487489 0.559441 0.341201 0.419969 0.364456 0.357231 0.335311 0.310889 0.369496 0.308904 0.297815 0.479604 0.296675 0.296528 0.292804 0.404376 0.496122 0.308674 0.310042 0.288193 0.450306 0.449895 0.499186 0.41728 0.468718 0.463554 0.382677 0.36928 0.284738
threshold=0.0026866979897022252 0.29389062523841863 0.0028668220620602374 0.16345491875032778 -0.4706779228295675 -0.048446010049716673 0.62986213721594753 -0.52307337778620411 -0.24580405555463994 0.0054756853753396171 0.48910433473868087 -0.040613123087886997 -0.018509551207010557 -0.42837343709768255 -0.14817008382324773 1.8220578567706983e-05 -0.02542755998363511 -0.014173167683780056 0.0067613701854613859 -0.12706412936184777 0.39569248932253215 0.00012046922711306253 0.001950432242587137 0.001808011702981113 4.0405267549920918 0.99751281738281261 -0.00015334813709385792 -0.098690805956721292 0.021539926220880985 -0.21892393274692259 -1.3682600902119344 0.78340271115303051 -0.064734232737554451 0.056016353991426564 0.27779682668614292 -0.11292359675929789 0.15186080150306228 -1.4663879529631412 -0.80223802625974494 0.047183047872445073 -0.033124816855144505 0.074199995167945607 1.3517444133702383 0.95101985335350048 0.3622986841018751 -0.066303735754661544 -0.029696831479668614 -0.00099725948177346846 0.99876272678375255 0.035343071445822723 -1.1102473844558995 0.26697168147603462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -3 30 12 -4 -7 10 22 14 -2 -14 -9 -11 18 -18 51 -20 -19 -22 23 24 37 26 32 -28 -27 -26 -6 -32 -25 -17 -35 -13 -16 -1 -39 40 41 -40 43 50 45 -44 -46 49 -49 -48 -10 -8
right_child=1 4 7 -5 5 8 16 11 42 15 -12 35 13 -15 36 33 17 20 19 -21 21 -23 -24 25 29 28 27 -29 -30 -31 31 -33 -34 34 -36 -37 -38 38 39 -41 -42 -43 44 -45 46 -47 47 48 -50 -51 -52 -53
leaf_value=-0.051671134755900419 -0.071145430315213212 -0.031738502100819674 0.026512601254027924 0.050891231411477215 -0.0094236774678667055 -0.016642137510474057 -0.01535448012361032 -0.050656050672785426 0.050697866467400515 0.06433969844506604 -0.12037389581573202 0.057584143883152764 0.057219919564204982 -0.039013892153382843 -0.00064704179297996641 0.016913619905689715 0.035403559196690047 -0.05239209472240617 0.0030013738356202023 -0.090802253588596157 -0.032370186973219896 0.029281551017971003 0.028366656672004154 0.014628937478336943 -0.18934431702407983 0.098080657047159889 -0.11760982408617027 0.029274107658346784 -0.05768237909369648 -0.017863877213415466 0.022922059291341716 0.054922490462538137 -0.040013090664498194 0.060690520051416855 -0.026764847333831387 -0.006465549251233934 -0.070503480879842387 0.05350199446468519 0.035587610210555037 -0.070201132890543944 0.026962940405359733 -0.011895777709997524 0.083631241796129518 0.032747514879487266 0.022144150680020385 -0.046222060184655793 -0.10007622465815141 0.084413328061540671 -0.1221957055351993 -0.013803591034502192 0.0022090503886000594 -0.065204531714659952
leaf_weight=0.61585106567509029 4.0567781974730242 3.9164422426401861 5.1232896232686462 7.4520065506148958 1.964062442804791 7.3321040912160234 1.7924102104279898 3.8706663479388226 1.7102881710234203 2.3983858790797994 0.24152112795854819 0.70861386116302938 0.54137772981630572 4.3485770034601483 4.2724016572992678 14.268400596303765 2.5214541238528909 1.9568717099409676 3.7053812545782421 0.49265006487439666 2.1180601535306778 2.0523419341989211 8.1844517631689069 1.9440812561679193 0.19179544763755985 0.43555350782116864 0.77413848339347169 0.20696890821272873 0.20412439596839249 0.2594073909567659 12.162448530109033 5.1461953657390032 2.1769412000921875 3.7888274960187109 0.74020835140254337 183.43297738541332 0.69087304523236515 2.6795206342430964 1.8088080966717939 0.68936526947800203 9.7427110601711284 5.5475548266585974 0.31176314089680124 10.098591256957659 6.8547017745659096 3.0288968603126696 0.79679279717675022 0.58037965563926164 0.11646489664417459 1.4132265838670717 17.279646544078794 3.2261025579427951
leaf_count=189 5607 944 1645 1264 882 2275 2175 1797 1268 247 61 224 327 7460 1806 3221 966 3361 1689 838 687 757 1745 508 9 45 119 64 32 42 5607 3132 505 790 110 104979 508 793 592 236 1686 1636 134 5415 1657 932 188 198 25 490 10617 1203
internal_value=0 -0.00422202 -0.00881365 0.0210464 0.00997937 0.0123618 -0.0270134 -0.00634819 0.00618748 0.0171232 0.0102682 -0.00722295 -0.0477705 -0.0281927 -0.0282086 0.0286518 -0.0165817 -0.00254729 -0.0297215 -0.00833977 -0.0182212 -0.00203453 0.0112172 0.0060565 0.0129593 -0.0197935 -0.0284497 -0.0866542 0.0481623 -0.0951268 0.0282072 0.0324825 -0.0142833 0.0240424 0.0463489 -0.00621359 -0.0105856 0.0153498 0.017409 0.0119248 0.0153045 -0.00016334 0.0101602 0.0157043 -0.00215286 -0.033729 0.00869454 -0.0229635 0.0477234 -0.0454528 0.00661898 -0.047516
internal_weight=0 297.623 224.911 64.3506 72.712 68.7956 26.812 198.099 49.5229 56.8986 35.7028 192.976 8.94673 4.88995 8.83394 21.1958 17.8653 8.64873 9.21654 4.19803 6.12727 4.1704 35.4613 27.2768 21.535 5.74181 5.10213 0.981107 0.639678 0.451203 19.2727 17.3086 4.12102 18.7974 4.52904 184.142 4.96327 21.0838 20.468 17.7884 17.0991 7.35636 42.1908 29.0885 13.1022 3.34066 9.76157 2.90686 0.696845 2.21002 18.9899 5.01851
internal_count=183687 169793 136029 13894 33764 32820 25070 110959 23199 12630 8262 109314 13394 7787 4111 4368 11676 5771 5905 2527 4805 1444 8201 6456 5183 1273 1196 183 77 51 9621 8739 1013 4121 900 105203 2314 5132 4943 4150 3914 2228 20924 17300 3624 1066 2558 901 223 678 11885 3378
shrinkage=0.1


Tree=46
num_leaves=53
num_cat=0
split_feature=2 3 9 14 4 15 8 6 4 3 10 10 6 14 14 7 10 2 14 3 3 10 16 16 4 8 7 6 3 8 3 10 9 3 12 12 15 7 10 7 7 12 3 16 7 8 14 8 15 8 14 12
split_gain=2.47509 1.47251 0.708749 0.636007 0.572022 0.612703 0.535564 0.529773 0.493153 0.702853 0.680477 0.470462 0.463717 0.461929 0.399818 0.399793 0.38341 0.37679 0.336661 0.33365 0.328253 0.331318 0.328123 0.321219 0.310554 0.293194 0.280403 0.349198 0.356098 0.411387 0.335696 0.371004 0.414037 0.401081 0.296622 0.426219 0.403838 0.291024 0.287249 0.323011 0.286985 0.286712 0.441837 0.342783 0.278283 0.317568 0.277765 0.271021 0.27022 0.263641 0.254678 0.253676
threshold=0.0036785331321880226 0.018445041729137305 0.095208073798154227 0.36390556715777728 0.67709045053299077 0.018530132565632042 -0.071453648743171755 0.20018402498989959 -0.052910995205453427 -0.57471228291979048 1.0000000180025095e-35 -0.068437263784424232 0.21747320042371837 -0.29181048767529577 0.01660191451438359 -0.025417921247053572 -0.068437263784424232 0.00066536068334244202 -0.015481855061982753 -0.70024702834598418 0.46161058102734392 0.012369600152329767 0.28650387156990181 -0.044094194237027158 -1.0181324927979041 0.013961024239908465 0.0065815039648437672 -0.022189464580518934 -0.88539656996726979 -0.0019013871296884065 -0.34178045438602561 0.00053648371669571648 -0.011858624029081976 -0.3017489574849605 3.4855280271794675 3.7906408859075724 -0.046097551700014998 0.027799954805989898 -0.007922751223277822 0.0019863682971287227 0.0010712604357370956 2.2878857893258986 -0.16400423529557881 -0.12260204126653941 -0.005329631888210098 -0.054555965881644915 0.020223135373360731 -0.015110422273524471 0.44569415960148789 -0.085128280238896264 -0.15254622638516263 -0.12408608612440843
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 12 5 11 -4 8 9 -2 16 13 20 -1 -9 -7 -11 25 -10 -17 21 -3 47 -13 -8 26 27 51 29 40 38 32 -32 -33 41 -36 -37 -28 39 -30 -29 42 -34 -44 -14 -46 -16 -21 -20 -18 -47 -6
right_child=1 3 6 -5 17 15 24 14 18 10 -12 23 44 -15 46 19 49 -19 48 22 -22 -23 -24 -25 -26 -27 37 28 30 -31 31 33 34 -35 35 36 -38 -39 -40 -41 -42 -43 43 -45 45 50 -48 -49 -50 -51 -52 -53
leaf_value=0.02758832085338811 0.038752555165466551 -0.017809848126121165 -0.043049544039380244 -0.049897947126825826 -0.01621539574785541 0.08578144700940489 0.057527279025868995 -0.0040369952729995663 0.0014718293354010923 0.046943583916739529 0.012174754896115339 -0.0028696918012729774 0.019312628180488484 -0.12747254362845431 -0.095757982302160677 0.067993530608008543 -0.11076140251659977 -0.010674261141244475 -0.018689873602154263 -0.001959635911038289 -0.035710896440742615 0.0025575241437993433 -0.10691384967542393 0.023979224623779882 -0.017631107218597709 0.072227778017656438 -0.024656276433534727 -0.12224209723716246 0.0089215252372528264 0.022431651186236346 -0.077594099543456641 -0.14894533571320648 -0.022551178020086615 -0.022280099598983655 -0.10044433087874234 -0.11566292846626224 0.07705120411085209 0.029397461803235232 0.037753131036454383 -0.10816473395843754 0.0020740929296730725 0.050920570854192264 -0.027169558052192923 0.054051939558155286 -0.098506262180562784 0.054584570109634634 -0.023506079214496343 0.035649237886148821 0.12180169809707984 -0.0055410201033774488 -0.0082769105059570351 0.030314609364737018
leaf_weight=0.31939443708688486 5.9870926820658488 48.067556728437467 0.73694929727571423 5.0069218087755862 1.2808734904429009 1.5877825542593225 4.1823306615988258 21.746245078609718 18.748278211725847 1.3865820242281177 46.777770010715358 6.5108348200801673 5.6854519549033311 0.44525528005033521 0.54418362680007604 2.3088391906858314 0.22176382809993711 9.2574959658686549 17.997622477016197 2.3572307357753735 8.2854308281471258 9.5727829800571254 0.16440173532464619 14.077878460938333 0.6243615502899037 0.76757475334306846 3.9221480204578247 0.60319540446653264 2.1015125696649197 0.58494549548413022 0.5367768550750015 0.28213919467816584 2.6424433149295461 1.5640950664455875 0.5204985039817982 0.13171345388400368 0.38678066572902026 1.3167768061030072 5.3651424527197369 0.24752373370574776 0.26412294767214917 1.9909615431970449 0.67509135852014424 2.1129673389296206 0.3541133080325406 0.66712570148229211 11.008886766187059 10.180744963678984 0.12063891050638531 48.665501108697754 10.981060857164259 12.584433844487638
leaf_count=60 2065 43001 174 3913 506 249 573 7827 12039 309 19493 2724 3851 113 159 777 54 3931 14335 872 9912 7324 42 6263 166 115 977 67 276 69 178 26 401 326 92 16 92 252 744 31 39 404 156 695 146 281 4817 4590 34 20176 5311 2955
internal_value=0 -0.00479616 0.000429557 -0.0153345 0.0146127 0.0238321 0.0355693 -0.000698635 0.00199986 0.00555105 0.0034962 0.0126134 -0.0132547 -0.0635399 -0.0120313 0.0382356 -0.00458028 0.0074861 -0.00792332 0.033112 -0.0171112 -0.0144275 0.0266865 0.0154935 0.0477359 0.0117044 0.0104847 0.0138141 0.00535405 -0.0420356 0.00909893 -0.00224928 0.00615149 -0.0428603 0.0116148 -0.0380094 0.0259065 -0.0110172 0.0250194 -0.00412858 -0.0850958 0.0186355 0.0066728 0.0343382 0.00112201 -0.00751049 -0.0270498 0.0285857 -0.0176372 -0.006058 -0.00459975 0.0260011
internal_weight=0 267.369 178.748 88.6204 87.0916 37.9524 5.54364 173.205 139.905 103.039 97.0516 21.3534 83.6135 0.76465 33.2993 16.599 50.2738 49.1392 36.8665 15.0112 65.9258 57.6403 12.7024 20.5887 4.80669 39.8817 39.1141 33.8752 20.0099 1.45226 18.5576 10.8435 8.99723 1.84623 8.46046 1.03899 0.518494 5.23892 7.71418 2.34904 0.867318 7.42146 5.4305 2.78806 17.6878 12.0023 11.5531 12.538 18.1183 48.8873 11.6482 13.8653
internal_count=183998 155960 82221 73739 28038 15690 913 81308 68505 42097 40032 9160 69826 173 12803 6530 20539 12348 26408 6281 60237 50325 5504 8987 739 8417 8302 7073 3612 175 3437 2386 2034 352 1856 200 108 1229 1051 307 106 1656 1252 851 9589 5738 4976 5462 14369 20230 5592 3461
shrinkage=0.1


Tree=47
num_leaves=53
num_cat=0
split_feature=3 1 0 1 13 8 5 7 6 7 13 11 5 10 9 1 6 7 1 5 5 5 11 13 3 5 0 1 10 9 5 3 6 1 10 8 11 9 0 7 1 13 6 10 6 10 1 8 5 0 14 1
split_gain=2.39624 0.999456 0.94184 0.821086 0.563179 0.572869 0.510116 0.475797 0.414547 0.379391 0.405682 0.455873 0.37503 0.373543 0.369626 0.470905 0.366195 0.319709 0.31827 0.316916 0.315432 0.632677 0.277011 0.261981 0.258963 0.274937 0.258941 0.254034 0.394268 0.271518 0.378868 0.528587 0.27341 0.253784 0.268172 0.321823 0.281907 0.2504 0.253737 0.467209 0.247465 0.245589 0.245139 0.544206 0.318263 0.243954 0.235079 0.46598 0.264148 0.345576 0.354257 0.326508
threshold=-0.081737830303609357 0.9724332094192506 0.00079395517241209756 0.0012419348931871357 -0.28397578254747446 -0.0038445166787007047 -0.15755046366314884 -0.025417921247053572 0.19486883611316855 0.07491193016125311 0.10678557153389397 -0.02506048376085165 -0.25448258350080905 -0.012016802301760058 0.01368335601659775 0.46670718491077429 -0.07755397947850183 -0.027633122233564424 0.037793561816215522 -0.4706779228295675 -0.07158074705656782 -0.031225203909595892 -0.031816480519949217 -0.32111629995001967 -0.089651135727763162 0.41855727840945234 0.0061463874299079188 0.95101985335350048 -0.0072272572768541325 -0.024028799789315661 -0.1935437838925822 -0.071906545665115104 -0.1786064951311914 0.034706672653555877 0.0058715422885933233 -0.018197958457010218 0.0026112540974126629 0.017230296826758425 0.014206844847649338 0.029035965941809242 0.99597120285034191 0.3597334539523841 -0.30463826646505138 -0.035413537988185056 0.22056190525538538 0.0066019875341470913 0.94358405470848095 0.0030116079112630116 -0.096990641460446433 0.018050026148557666 -0.086709159091959129 0.99876272678375255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 20 6 14 7 -5 18 10 11 -7 16 -14 27 -16 -3 -1 23 -12 -2 -22 -17 -4 25 40 -13 29 -29 30 -6 32 -32 -19 -35 41 -37 46 -39 -40 -10 -36 43 -8 -44 -23 -20 48 49 51 -51 -48
right_child=1 12 8 4 5 9 42 -9 24 -11 19 26 13 -15 15 22 -18 33 37 -21 21 45 -24 -25 -26 -27 -28 28 -30 -31 31 -33 -34 34 35 36 -38 38 39 -41 -42 -43 44 -45 -46 -47 47 -49 -50 50 -52 -53
leaf_value=0.056142917995822376 -0.048799014764247778 0.077931961788925364 -0.066906576388396671 0.062442363253661273 -0.061294716337210647 0.036819496306540002 0.15267968943660637 -0.013709481642508542 -0.012564028849156715 -0.03400834173883769 -0.042625073138899516 0.02247786026850741 -0.0030306542620374202 0.042735606262485439 -0.0037100278584905957 -0.036237340761714316 -0.049571848530642094 0.065778629462526481 0.0050668106287270025 0.013009484722778745 0.019938689422478638 -0.043008558891114823 0.073266402146612356 -0.0047854155382527448 0.039307070840294625 0.060720741128214108 -0.0058879964145728582 -0.10401166257614608 -0.0022853962194763779 -0.011240207491101752 -0.1867193437113478 -0.001126328981843215 -0.026239697688004038 0.016273917399879836 0.024262731140671932 0.072240075144284349 -0.044566412104868398 0.041504603332071455 -0.01257371027228611 0.052867604111799374 0.0475956173206349 -0.087207060817998172 -0.046443796401416215 -0.025972842078736399 -0.0024102950981194902 -0.014647836669472843 0.070252521322259329 0.068105003859151622 0.0043132312228700721 -0.036203619599710204 0.058883059347504263 -0.069322136684186589
leaf_weight=2.953419250487058 5.0465490427086506 0.2637551465522846 0.75151244578592002 1.0892157625821708 2.7471632459128159 2.7706455853167418 0.20234806978260167 3.155392859382121 20.484798737932589 3.1022174040008386 1.0442038938199427 3.372939592542024 2.4168053258745195 6.7633126547962084 10.445225807839959 0.26819040893315094 1.1287498970168588 1.2425851722364338 47.236412093045146 29.220267884255009 3.1472398187033859 6.7306053098541216 1.3153130739738106 5.8172863231011425 1.1649905469457724 0.53789931689971027 63.454134930655528 0.78374729954521172 0.72788100326942984 42.964187560776736 0.22964841080829501 3.7244656913780991 0.19767801672423946 26.185514113131834 0.82837135052250255 2.5096088004866028 0.21343967021675769 4.9962040543650783 3.2377267844858579 1.624077720705827 0.69033466138807753 0.24031773241586052 9.0512398901150792 0.7432298113380974 2.0065933610985676 5.5576614917249572 2.1409688692110649 1.7178615455723036 9.8507544364147162 1.0215361795617353 0.61137937135936216 0.16787277315233939
leaf_count=363 7607 235 427 608 1381 1275 32 3408 5806 1331 417 1505 877 2923 4896 104 312 256 21939 16054 1845 5007 410 3059 390 266 44691 245 395 26173 7 1903 62 4755 128 393 43 1394 936 388 126 50 8022 585 1110 3796 1162 584 3205 617 433 62
internal_value=0 -0.00658002 0.0103911 -0.00814108 -0.00601019 -0.00427335 -0.0237703 0.00600907 0.00557738 0.000331736 0.00140431 -0.00279892 0.0233714 0.0307042 -0.0117498 0.00402479 -0.0247502 0.0247559 0.00900306 0.0110663 -0.0271184 -0.0199826 0.0545259 -0.0120522 -0.00627562 -0.00875116 -0.00445076 -0.0154434 -0.0556182 -0.0142062 -0.032602 -0.0134381 -0.116456 0.0217567 0.0198944 0.0447067 0.0628571 0.0109105 0.0257154 0.00939866 -0.0105649 -0.00181017 -0.0342941 0.0143485 -0.0384698 -0.030221 0.00857792 0.0192531 0.0130895 0.0349055 -0.000354055 0.0596567
internal_weight=0 213.671 136.225 203.098 182.616 166.368 16.248 4.24461 102.052 102.964 99.8622 69.5977 10.5726 9.18012 63.4035 12.0287 1.39251 34.1733 79.1736 30.2645 20.4821 15.4355 1.5835 6.5688 22.878 21.713 66.8271 51.3748 1.51163 49.8631 6.89896 4.15179 0.427326 31.2198 29.9773 3.79174 2.72305 72.6048 9.85801 4.8618 21.1751 1.06869 12.0034 0.945578 11.0578 12.2883 62.7468 15.5104 13.7925 3.94176 1.63292 2.30884
internal_count=183998 137216 46782 132869 114614 100849 13765 4016 40794 65273 63942 47471 4347 3800 35576 5410 547 5988 34206 16471 18255 10648 514 3486 6588 6198 46196 30166 640 29526 3353 1972 69 5625 5369 614 436 30720 2718 1324 5932 178 9749 617 9132 8803 28002 6063 5479 2274 1050 1224
shrinkage=0.1


Tree=48
num_leaves=53
num_cat=0
split_feature=1 0 2 5 7 1 4 5 8 1 14 10 4 8 5 7 14 10 16 13 10 3 1 7 4 2 5 3 2 3 16 13 1 13 1 1 5 5 2 13 1 14 5 16 10 2 7 10 10 14 10 4
split_gain=2.57845 1.20735 0.787455 0.41059 0.688299 0.517262 0.427359 1.33068 0.415495 0.38173 0.361857 0.476416 0.417202 0.366945 0.358553 0.357792 0.325151 0.31981 0.330756 0.312802 0.370284 0.302286 0.294602 0.290226 0.327016 0.389903 0.315947 0.396122 0.358589 0.349171 0.372614 0.491289 0.365291 0.644709 0.329195 0.32154 0.304429 0.370895 0.343977 0.302887 0.293929 0.284899 0.427165 0.282685 0.278774 0.391231 0.271014 0.25357 0.277531 0.284574 0.251343 0.249203
threshold=0.11462927982211114 0.00015596879529766741 0.094971965998411192 0.39569248932253215 -0.050773301066787228 0.00046491420653183019 1.307106171016563 0.26697168147603462 0.015666099479436604 0.0072126470040529975 -0.19194546151765365 7.7104259918990735e-05 -1.0949240173038122 -0.0085308976784101934 -0.037908233087746553 -0.060151735319990275 -0.22536785471334531 0.0020402513172580647 0.051470331870079426 0.72468967483530278 0.00068675291306804392 0.068243958055973067 0.10361928865313531 0.0085772635281566 0.62986213721594753 0.011600038502365352 -0.038714610957641081 -0.19643890648148951 5.6117642088793225e-05 -0.21990469144657251 -0.047263775840487861 0.30692655904180505 0.96336841583251964 0.0057368260041863201 0.99814778566360485 0.99022769927978527 -0.051437154511271808 -0.098730857424832716 1.1280690159765074e-05 0.14023374861455565 0.99297258257865917 0.22125946828273113 0.30605404023049015 0.0078557758548877775 0.027276518939005439 0.049342747777700431 0.0041445167559724981 0.0063077106804581042 0.004856815941058623 -0.34277443538136876 -0.046250838310558297 1.4794927976349441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 41 4 -4 -5 8 14 9 -6 47 13 17 -12 51 -7 -10 -13 46 21 -21 -14 -1 24 25 36 34 29 -29 30 32 -32 -28 40 -26 -35 37 39 -39 -15 -34 -3 44 -36 -43 -46 -19 48 -2 -50 -18 -8
right_child=10 2 3 5 6 15 7 -9 16 -11 11 12 19 23 -16 -17 50 18 -20 20 -22 -23 -24 -25 26 -27 27 28 -30 -31 31 -33 33 35 43 -37 -38 38 -40 -41 -42 42 -44 -45 45 -47 -48 -49 49 -51 -52 -53
leaf_value=0.062393428650599631 0.016502250526749803 -0.0018559111530399991 0.025286265084182358 -0.023928475990618724 -0.052055204659918947 -0.072112474399407045 0.053884075922903535 -0.061666048379964915 0.093012190357901245 -0.026802535065519731 -0.010074030341849267 0.078731332556361902 0.019544057186305704 0.054554722389775379 -0.0020573154443929271 0.02410055913614869 -0.070514709752265772 -0.0067962892022015503 0.006117283484101654 0.18039592388533671 0.041829295598784726 -0.012027142428421199 -0.080412318472912803 -0.0073370827705402375 0.044998368703123647 0.008250259982025018 -0.00057551384015081235 0.051531748400507629 -0.0021562373241189726 -0.095366158786741373 0.01101601339184595 -0.12712929133685716 -0.057988997780815177 -0.077802891225104712 0.031848531770790764 0.024793492297058028 0.060605016867531829 0.086238199890071587 -0.036133534158054113 0.00028495951116957688 -0.20180538669948703 -0.021096509213143773 0.023291763327251622 -0.14796793487905557 -0.10438422567403088 0.0014147200844776158 -0.092363755367248529 0.038167335851734929 -0.08544215788836873 0.015389636360771911 -0.0055019810824712915 -0.033445549583165646
leaf_weight=2.9058755498026581 40.926553689199864 113.6742180162646 3.0445481228271083 5.1160631032398651 8.1314507322147183 0.39484369597994362 2.7939663088036473 2.8791337270458826 0.29339149204315607 22.978703364675766 17.601127058476777 0.29275548504665438 34.29391303124612 3.0478689199744622 3.6733956226817082 6.2946700361599142 0.63718889534720791 0.60187107245292304 1.4705164090410106 0.2075186039583049 1.506584321894479 3.3151596211373535 0.13730289971863374 11.836943565486761 2.2764901075952397 16.616096811403622 1.2934178888972385 1.7290764542922232 4.3188373720440723 0.55908184485451773 4.4628433351244894 0.25554108913638618 0.24614107509842131 0.58071398337779079 0.16167367967864255 0.61105116188991815 2.9049638121214247 0.25387621350819234 1.4907899793124668 1.5478782737554864 0.39322816669300664 3.9445534126634803 1.5749981375138302 0.1604841967127868 1.0782937731200943 0.5125110083263279 0.95632531509363616 5.4073269567143134 0.53130819233047077 0.56188956791447597 6.5239068837718142 0.35779155071213598
leaf_count=458 12679 53838 2288 1907 16929 296 1154 1553 124 24361 7485 89 15675 1451 2782 3171 238 169 360 18 800 2135 25 5390 2101 8438 235 248 1760 98 780 29 37 87 118 98 1708 18 481 942 28 2117 576 42 200 259 209 1604 89 186 6577 271
internal_value=0 -0.00676754 -0.00780355 -0.0168539 -0.0207213 -3.83549e-05 -0.0236314 -0.00486325 -0.0283498 -0.0334287 0.0104559 0.00742265 0.0158041 0.00247965 0.0191955 0.0182474 -0.00712487 -0.018157 -0.0279229 0.0186795 0.0602674 0.0167568 0.0555251 0.00651759 0.0103409 0.017425 -0.00041209 -0.00619472 0.0132979 -0.0202243 -0.0146664 0.00308974 -0.041347 -0.0698663 0.031568 -0.0256035 0.0338672 0.0214831 -0.0176433 0.0363471 -0.149476 -0.00307228 -0.022466 -0.0607517 -0.0355182 -0.0706563 -0.0597573 0.0178048 0.0151696 -0.0341931 -0.0114454 0.0438397
internal_weight=0 186.947 183.904 63.1191 51.3135 11.8056 48.2689 9.70429 38.5646 31.1102 162.42 114.993 42.6446 72.3481 6.82515 6.68951 7.45449 3.32147 3.02871 39.3232 1.7141 37.6091 3.04318 54.747 42.9101 25.8615 17.0486 14.4499 6.04791 8.40202 7.84294 4.71838 3.12455 1.83113 2.59865 1.19177 9.24538 6.34041 1.74467 4.59575 0.639369 120.785 7.11036 0.322158 5.53536 1.5908 1.5582 47.4271 42.0198 1.0932 7.1611 3.15176
internal_count=184711 119124 118641 61651 56277 5374 53989 5760 48229 41290 65587 51029 19455 31574 4207 3467 6939 827 738 18628 818 17810 483 24089 18699 13038 5661 3400 2008 1392 1294 809 485 250 2261 185 4600 2892 499 2393 65 56990 3152 160 2576 459 378 14558 12954 275 6815 1425
shrinkage=0.1


Tree=49
num_leaves=53
num_cat=0
split_feature=1 0 1 9 4 4 14 5 6 14 15 16 0 5 4 15 10 12 1 1 6 14 1 4 5 9 4 15 5 12 0 5 1 12 12 0 1 15 4 1 12 4 14 1 0 0 7 6 14 14 4 4
split_gain=2.20492 1.12469 0.711509 0.555152 0.480572 0.394926 0.387636 0.665621 0.378624 0.658967 0.375143 0.369597 0.403805 0.357756 0.426866 0.350407 0.340549 0.333867 0.567395 0.507347 0.566374 0.444857 0.405016 0.484091 0.479183 0.5094 0.466735 0.430578 0.612304 0.469635 0.43334 0.417332 0.393133 0.390511 0.385378 0.383486 0.578728 0.346915 0.325163 0.311348 0.310556 0.326974 0.303066 0.300109 0.298905 0.28856 0.286571 0.288429 0.281984 0.275889 0.497642 0.319596
threshold=0.11462927982211114 0.00015596879529766741 0.00046491420653183019 0.0069547613531554262 -0.93099286733859576 0.30690221047819249 0.22125946828273113 0.30605404023049015 0.25209238193960565 -0.013008749638550412 -0.23526170506968999 0.034221876229310867 0.00015596879529766741 -0.033124816855144505 1.136308963139798 -0.00089233012609732539 0.0081008674513086149 3.6280312456611594 0.99412146210670482 0.9968472719192506 -0.20289109661721144 -0.086709159091959129 0.30583702027797705 1.3937804095445263 -0.046714475610177518 -0.0068185754122233218 0.75500421779158333 -0.019527619497950996 -0.01920498937613474 2.384006616742075 0.0054407317657023677 -0.064154771687251408 0.78340271115303051 -1.3682600902119344 -0.70027032391946731 0.00015596879529766741 0.9724332094192506 0.061401280013317287 -1.2991067296705119 0.99814778566360485 -1.3573793678141979 -1.4274211952120399 -0.27198934953747111 0.092920944094657912 0.0012969530653208496 0.21575296670198443 0.044237980759435268 0.067673739164908125 0.021420152273368166 -0.40132805316295755 0.7911306830277699 0.64486503350714452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 40 -3 49 43 16 10 -10 -12 -13 14 -7 -14 17 22 21 20 -20 -19 -2 24 25 -24 31 46 29 34 -30 44 38 -34 -29 36 -36 -21 -26 -35 -5 48 -28 -8 -27 -18 47 -25 -42 50 -4 -51
right_child=8 2 3 4 -6 13 7 -9 9 -11 11 12 15 -15 -16 -17 45 18 19 37 -22 -23 23 27 32 26 42 28 30 -31 -32 -33 33 39 35 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 51 -52 -53
leaf_value=0.054801485162894063 0.0029275784471845968 -0.06668692872762437 -0.019521708561050809 0.038849141445157082 -0.0056026698310882826 -0.0379650298373507 -0.033607212889788789 0.020119723989246878 -0.039963454827046239 -0.029099182527982104 0.017277732002352813 0.04083739750201891 0.0046604364009127383 -0.032262567821996505 0.027047631444748949 -0.048358447827695938 0.029197818785468146 -0.076638878071473682 -0.062122224569958029 -0.05109137859608659 0.13058525513694691 0.018195312899533612 -0.0096121991571786452 0.01334867310230748 -0.093155366482371993 0.043360750920268698 0.11990230195348317 0.057284051412035256 0.028153483236004834 0.033076841758305824 -0.015129748047881659 -0.019081934426747223 -0.05671445191992798 0.066027822748648213 0.031653836917229936 -0.038678711924091003 -0.1544151744341476 0.072948059483734382 0.025901259921866211 -0.045712262771445307 -0.033173612061218098 0.018042039902490252 0.041057544930670826 -0.1072031871112239 0.014849380468423485 -0.033598519108450201 0.10551397568493143 0.099820793459590496 0.016030023101268744 -0.0085796726754040417 -0.17823094991367594 0.0070912163539777308
leaf_weight=2.9551651166475486 36.798560606965111 2.204812030379343 0.86816831038322451 4.4159316538280136 22.98813984755634 1.5953540270293149 8.5963197881646884 2.4468222404466351 1.5722682515952353 6.1995693431854297 18.368548718565766 1.19522829739435 2.3427767192133615 9.1328342039951149 2.6840554827322194 2.6395845906517934 14.836748712245932 1.6964357740544072 0.19057435417198576 0.85730139610677702 0.6013056611191131 0.68708610925386837 6.6443071794783455 9.598577752527488 0.21915353462099929 4.9053104301956472 0.65225752911646884 0.30936322081834067 5.1219371064616972 0.84917191390559299 4.1907524892776564 2.8122507117204831 0.28110490296239721 5.7295258932772404 0.20991852693259838 3.0353134073593537 0.71222990535898134 0.2869346415536711 8.0901042801251624 0.24884308310902259 2.8169088615632107 11.639380027265357 1.9267680982047739 0.58005270348439886 14.676748203699388 0.75544399462251099 0.36172932083718556 0.38498220317706078 1.9631383465221004 94.145807383398278 0.24029462377075106 15.087561053858733
leaf_count=483 17703 3536 379 1375 18677 2683 7451 1437 451 2018 4232 110 685 5028 1316 718 5739 433 32 224 115 285 3781 2007 30 1602 356 65 829 150 1598 790 198 4397 22 452 55 36 4862 201 837 3516 2210 180 8552 428 51 170 573 62182 22 9449
internal_value=0 -0.00621168 -0.00721083 -0.00528706 0.00436534 -0.0276043 -0.00875542 -0.026113 0.00983167 0.000162417 0.00712298 0.0101655 -0.0109711 -0.0211007 0.00275485 -0.0234995 0.0122789 0.0103495 -0.0168626 0.0232391 0.0838659 -0.0493685 0.0114429 0.0158569 0.0219044 0.0149762 0.0215203 0.00457493 -0.00658668 -0.0343186 0.00868403 0.016851 0.0369041 0.0558142 -0.0478122 -0.056245 -0.112259 -0.0193529 0.022571 0.0612563 0.0153587 0.00900626 0.0616754 -0.0384556 0.022024 0.0261209 0.0201269 0.0168529 -0.0129813 -0.00692313 -0.0561743 -0.00641438
internal_weight=0 184.361 181.406 165.789 43.8235 15.6171 121.965 11.6232 159.989 32.318 26.1184 24.5461 6.17759 13.4122 4.27941 4.98236 127.671 112.079 4.31964 1.93612 0.79188 2.38352 107.759 70.9603 46.1864 31.6176 24.9733 24.774 14.4287 5.116 9.31269 22.3943 14.5687 6.25947 4.26683 3.95746 0.922148 1.14424 8.30926 5.97837 20.8354 16.4194 2.57903 9.17637 19.5821 15.5922 10.3453 9.98356 4.78005 110.342 1.10846 109.233
internal_count=184711 119124 118641 106078 24978 12563 81100 9068 65587 8214 6196 5745 1513 9027 3999 1403 57373 51206 1125 407 147 718 50081 32378 26979 17291 13510 5399 3171 744 2427 10944 9688 4796 594 529 77 260 4892 4598 6301 4926 2566 7631 10154 6167 2228 2177 1410 72032 401 71631
shrinkage=0.1


Tree=50
num_leaves=53
num_cat=0
split_feature=3 2 6 0 6 3 7 8 14 4 5 4 4 2 15 14 11 0 2 5 0 0 7 13 15 5 2 3 5 4 2 15 3 3 14 6 4 11 8 3 4 14 15 6 8 0 7 7 8 5 7 13
split_gain=1.66371 0.736763 0.591009 0.586563 0.563219 0.464412 0.445449 0.512774 0.404444 0.398624 0.611287 0.392769 0.522148 0.368463 0.399177 0.356267 0.347976 0.327598 0.32745 0.702079 0.400723 0.344558 0.293933 0.52092 0.4764 0.758591 0.479854 0.465294 0.38269 0.382679 0.368732 0.451487 0.334374 0.461613 0.368685 0.376909 0.297112 0.466987 0.345273 0.293502 0.290779 0.289928 0.284212 0.281738 0.27462 0.293201 0.280942 0.298796 0.301275 0.270776 0.265536 0.261567
threshold=-0.023940568789839741 0.0043155145831406125 0.22056190525538538 0.0019070783164352181 -0.07149319112791841 0.10832162247970702 -0.012692888093773931 0.0066999333246494834 -0.42890147155098618 1.307106171016563 -0.033124816855144505 -1.2902806519549486 -1.2410112220967833 2.2826218810223512e-05 0.30497177147302656 0.16850482795842842 -0.08270850234044537 0.073674216866493239 0.44844397902488714 0.40492293670462259 0.824139565229416 0.023638032376766208 0.00049237225849365707 0.04080468617080122 -0.038013726167099679 -0.11640173124915154 0.00083857536083087336 -0.92462930240435515 -0.38747185212339413 1.4526980589775988 0.001536158088129014 0.027740598858714768 -0.77531272755004454 -0.42187399603426451 -0.086709159091959129 -0.018034922190491177 -0.85694199852546904 -0.0029098161238930841 -0.005788527685945199 -0.246755214582663 -0.044218375167034994 -0.57297451296474833 -0.053636131847175285 0.041425050241138371 0.00017767324453061282 0.00052909657824784528 -0.00039326585993009795 0.00077117958633515402 -0.00078536711012688377 -0.41267825887599424 0.010110844672382093 0.019062433934417169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 5 17 -1 22 -4 16 -11 -10 -13 44 15 -15 -6 -3 20 49 21 -18 23 27 40 26 41 29 43 -8 31 -27 -29 34 35 36 -34 38 -38 -5 -24 -26 -42 -25 46 -46 -14 -48 -49 51 -19 -20
right_child=1 4 8 39 9 -7 7 -9 11 10 -12 12 13 14 -16 -17 18 50 19 -21 -22 -23 24 28 25 30 -28 32 -30 -31 -32 -33 33 -35 -36 -37 37 -39 -40 -41 42 -43 -44 -45 45 -47 47 48 -50 -51 -52 -53
leaf_value=0.047174098109817812 0.013350533063367441 -0.020072308788450371 0.032920690876839936 0.012646004685264551 0.039975527272977637 -0.033626828134692782 -0.0054180736194157052 0.045348546968134937 0.040215844160656128 0.03707624665307812 -0.046219674686095308 -0.077057866153093235 0.032542311103493184 -0.012149405603702472 0.051536145255972103 -0.066381866689059099 -0.022727012203855423 -0.008112852436177145 0.045878632988837487 0.011739013081154156 -0.072466209404649082 -0.002547321926333332 0.0071565340900557788 -0.10710707479981513 -0.13008312372043868 0.009491358547101137 -0.0011263686517851731 0.071863779365823818 0.044922876566057618 -0.19228171154562737 0.036869868348085123 -0.056241721656343696 -0.21577477154712643 0.023986120510635815 0.044969421967983411 0.083771635678223516 -0.0088007510676103694 0.045462514989599988 -0.11796959076867271 0.0013483325969138352 -0.029336483686128963 0.089642100119682461 -0.10390008294717896 0.064901774923576294 0.09176239808634723 -0.0089348836474288078 -0.10039468272919372 0.029441926172755685 -0.089886346011431903 -0.052367936259065412 0.025761115178067978 -0.059742936452307639
leaf_weight=4.9468455809437719 13.673248654329653 23.259938594771484 2.5095355198063762 32.369097774399961 1.4796708904323157 15.624603812651911 0.21855740595856321 4.6550823249363011 1.5668522067135189 4.3174261371714238 1.0898113269231533 1.1294359554885876 1.5105599353446451 26.707812258654492 0.92589215681436954 1.2526317782358081 9.843173282375572 9.8903849121752483 0.58813314684812201 3.3575352595198638 0.88532249127729201 59.661140662390608 1.433183665947581 0.28107945210285823 0.047132732317549997 2.0161274001620706 1.0558169200630798 0.67863001946534485 6.4184383282990893 0.20436558237997815 1.2641565183112105 2.1417836157597776 0.10960966395214211 3.0552844145695475 0.45812610747452653 0.16743079433217656 0.43319233727015649 0.35142343980260182 0.8758244540731539 79.31414198951552 2.0498605387419957 1.8312445419242078 0.67455256705943911 0.12574192031752318 0.83349079731851794 0.4335365183360409 0.39865398299298171 0.81965530278466747 0.26553698466159392 5.7496896883303616 3.0017659414361324 0.36504783367854543
leaf_count=817 6545 13478 423 14496 618 15929 68 1007 345 1598 1726 318 168 7758 214 489 4831 7934 464 1765 527 40323 609 54 9 450 544 103 1652 10 454 449 8 776 84 71 73 53 122 39242 519 612 137 16 45 48 31 83 16 13962 1658 236
internal_value=0 -0.00878693 0.00530361 0.00818464 -0.0109642 -0.0192267 0.01938 0.0148543 -0.00575065 -0.00606301 0.0201928 -0.00847295 -0.0107181 -0.00841801 -0.0124687 -0.0146192 -0.00779982 -0.0129897 -0.00868707 -0.0255478 -0.00627148 -0.00541019 0.00934466 0.0196395 -0.001673 0.0120874 0.0528848 -0.000511485 0.0389366 -0.0997881 -0.01009 -0.0244628 0.0066044 -0.00172541 -0.0344529 -0.0534684 -0.0671468 -0.0551759 -0.0824383 0.00462421 -0.0292642 0.0829727 -0.0483463 -0.0534553 0.0189781 0.0576565 0.00237087 -0.0283652 -0.000724927 -0.0442069 -0.000201388 0.00507818
internal_weight=0 152.787 185.53 147.177 139.114 51.7767 35.4935 30.5466 38.3536 87.337 5.40724 35.8441 34.2772 33.1478 28.8863 27.9604 81.9297 36.1521 80.45 10.0604 70.3896 69.5043 25.8916 13.3777 12.5139 8.35626 2.93419 6.55244 6.82526 0.422923 5.42207 4.15791 6.12952 5.45089 2.39561 1.93748 1.77005 1.66044 1.30902 111.683 4.1576 1.87838 2.72441 0.406821 4.26143 1.26703 2.99441 1.48385 1.08519 6.70287 12.8922 0.953181
internal_count=183967 111594 72373 62435 105049 38999 8697 7880 9938 66050 3324 9515 9170 8852 8461 8247 62726 23070 62108 16427 45681 45154 6873 3090 3783 2518 1165 1368 1722 78 1353 899 1290 1187 411 327 256 248 195 53738 1265 621 656 70 391 93 298 130 99 14662 9592 700
shrinkage=0.1


Tree=51
num_leaves=53
num_cat=0
split_feature=0 13 14 7 13 7 4 13 7 5 13 9 0 7 10 5 0 0 13 7 9 4 5 10 4 0 0 16 13 4 5 5 4 5 14 14 5 15 11 14 15 5 16 15 16 0 12 7 11 11 4 5
split_gain=1.23386 0.544173 0.656809 0.608215 0.507177 0.706367 0.50656 0.443994 0.443017 0.515557 0.459027 0.403182 0.371358 0.433948 0.347003 0.344788 0.326484 0.319912 0.397959 0.365851 0.314975 0.308226 0.302299 0.337425 0.289084 0.412449 0.276216 0.273506 0.27341 0.288516 0.266868 0.449849 0.52745 0.477729 0.335342 0.289273 0.271979 0.263844 0.26295 0.262246 0.309157 0.249176 0.247134 0.239872 0.23877 0.47902 0.269941 0.292543 0.237347 0.234656 0.309089 0.234238
threshold=0.0057960895355790862 -0.037547264627091674 0.18579234160146627 -0.041177682155672669 -0.083922432332871819 -0.00048898201519466313 1.0986147853183457 0.35054480235785163 0.013000737337923457 0.35917668320417362 0.29248246632048264 -0.0018528971586578562 5.0045073294313631e-05 -0.00066854709955046024 -0.028943586638717576 -0.028712633459496619 0.30435641109943395 0.0072770621627569207 0.94562670188540443 0.051121744799855942 0.045383648883924647 1.2006650825967051 -0.031225203909595892 0.038436286350170316 1.4526980589775988 0.00015596879529766741 0.72333812713623058 -0.14507231399407303 0.16380029122233583 -0.044214014595598587 0.38686332537437157 0.26614915205549211 1.307106171016563 -0.038714610957641081 -0.37984973941129679 0.023848662836335955 -0.39937354130980779 0.02460208429401611 -0.02506048376085165 -0.03728942347724875 0.16747071416411571 -0.22938790340069778 -0.1173923776385609 0.14650621957260904 -0.14909380803806691 0.046430911868810661 3.2527245486412801 -0.025417921247053572 -0.0077073487335808082 0.0047602652461604935 -1.3912857579213851 -0.48984302488244985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 15 -1 12 8 26 9 -7 -11 -12 38 22 20 43 -4 18 -9 51 -10 -8 24 37 28 -26 41 -23 29 -14 31 32 35 48 -35 -5 -37 -24 -6 -39 -41 -3 -27 -2 45 -32 47 -46 -34 -43 -51 -19
right_child=1 2 16 30 5 6 21 17 14 10 11 -13 13 -15 -16 -17 -18 19 -20 -21 -22 27 23 -25 25 42 -28 -29 -30 -31 44 -33 33 34 -36 36 -38 39 -40 40 -42 49 -44 -45 46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.024034462094902332 0.022530201411847143 -0.010142058670938103 -0.014097009781322674 -0.011021053028503165 0.11296536183181019 0.0265583553955301 -0.11677107662046622 -0.014638655216711717 -0.081734590268526613 -0.028056283862789085 -0.034595504483993657 0.12382757731183969 -0.0070106298630572359 0.097455852222013722 -0.0044002746347618152 -0.0039313060167486214 -0.053828919564956515 -0.035993034749587344 -0.20509829962500842 -0.025054106334202655 0.014594790294332131 -0.088976240914157151 0.032263326891912331 0.12638019814092002 -0.12803058066539827 -0.095081326055079685 -0.045273392487094451 -0.01585910227164971 -0.01766919837333112 0.047072614640297966 -0.097255488499577436 -0.036889939135139806 0.14239266412734894 -0.14811816295893357 0.0018999261006114436 0.014835497632269896 -0.031336999023616106 0.012541308639402291 0.036473860616974628 -0.077122619327324796 0.075665800773028924 -0.00045225989389577895 0.013648582161157816 0.079449856829852936 0.060878583540587776 0.019218894425809235 -0.049179461279483493 0.0027218045103254329 0.041805888607777848 0.039307508911313647 0.0057679596959063148 0.026729359970456685
leaf_weight=19.728587072359005 2.8743209906951965 21.529776418507026 12.934136450163349 42.246018949814925 0.51038394360512063 10.217963524915833 0.32881353014090464 0.81366502930541429 1.2020540616358628 3.7109211715942356 0.25401598116150126 0.39185398118570436 1.8080441248312178 0.57276296220879785 6.9093010901333383 4.1878774364222391 2.4501730903803027 0.6061564172559909 0.10983950473018922 1.6634455155617605 0.46372613052881195 0.52935260139201901 5.8058938293361226 0.28415817483619399 0.39616616090643209 0.25373145256889973 1.3634478380636199 8.2396881113309046 2.9670033948550554 2.142352882060552 0.69973478025531288 8.4950140495361648 0.26203265954973187 0.13764610400539856 3.6999336653971104 1.3948589105602867 13.84099363318637 2.9748442727686784 3.3303678859556411 0.70681562406389264 0.14721684510732302 90.823829454674978 0.89667461754288513 0.99128744985910078 0.91398453094552579 0.68582789796346333 0.90207878722139945 12.122946752404454 1.6806035782137765 3.3558403730057789 14.860967203801463 14.475157441975169
leaf_count=4762 1504 13059 7784 31513 58 5065 127 354 340 456 41 29 581 149 2699 2793 2423 165 19 605 132 105 1368 44 30 23 1326 1459 1077 938 160 5451 31 18 2341 953 19850 623 436 168 39 49222 122 465 385 349 279 4761 863 923 7991 7509
internal_value=0 -0.0042894 -0.000815929 -0.0103119 0.0102848 0.00535059 -0.00417402 0.00120831 0.0036859 0.0142908 -0.0144715 0.0622558 0.0188169 0.0130464 -0.0143312 0.0159555 -0.0204792 0.0160868 -0.0407025 0.0192583 -0.0550458 -0.0241424 0.0103257 0.0221558 -0.0035552 -0.0423827 -0.000786068 -0.0204422 0.00521126 0.0223981 -0.0127439 -0.0153016 -0.0123933 0.0163649 -0.00413237 -0.0152892 -0.0270976 0.0188572 0.0471073 -0.00152574 -0.0497894 -0.000315483 -0.0114038 0.0374204 -0.000763705 -0.0400848 0.00319049 0.00687558 0.0565299 0.00162607 0.0119785 0.0241694
internal_weight=0 260.122 164.986 95.1352 74.7727 55.0441 32.2477 149.602 23.1498 14.5748 4.35679 0.64587 22.7964 18.9557 8.57508 8.05349 15.3843 17.6683 0.923505 16.7448 1.66578 9.09785 18.3829 9.91893 8.46397 1.54657 131.934 8.76904 6.9174 3.9504 87.0817 71.7571 63.2621 5.78022 3.83758 57.4819 15.2359 9.63477 3.84075 3.82888 0.854032 130.57 1.15041 3.86561 15.3246 1.38556 13.939 13.0369 1.94264 109.041 18.2168 15.0813
internal_count=183967 163096 91380 71716 20871 16109 10453 81173 8762 5591 526 70 5656 5162 3171 4762 10207 8652 373 8279 472 1691 5013 2242 2771 175 72521 1564 2596 1519 66954 61020 55569 3253 2359 52316 20803 2198 494 830 207 71195 145 1969 5934 509 5425 5146 894 58136 8914 7674
shrinkage=0.1


Tree=52
num_leaves=53
num_cat=0
split_feature=2 1 0 7 10 13 10 2 8 0 5 8 15 16 13 2 7 13 7 8 9 15 5 15 7 10 1 15 10 7 13 15 2 8 10 15 16 1 16 7 2 15 2 7 2 7 8 5 13 5 9 7
split_gain=1.55249 0.973762 0.48322 0.392807 0.362549 0.353115 0.382335 0.312354 0.334987 0.325419 0.319366 0.293443 0.285848 0.740317 0.315765 0.275622 0.274033 0.333171 0.269205 0.316433 0.318512 0.300494 0.498865 0.26252 0.242643 0.238284 0.856877 0.625942 0.317165 0.334109 0.363484 0.286367 0.26128 0.230886 0.26228 0.223682 0.223547 0.223061 0.243256 0.262253 0.222553 0.500285 0.223217 0.298572 0.282303 0.259162 0.234432 0.287299 0.22525 0.222417 0.222286 0.259987
threshold=0.0026765336515381937 0.032530630007386215 0.0080418651923537272 -0.066782209864064704 0.010578904481289647 0.071391201610946406 -0.0040402375843115153 0.42987379431724554 -0.0043934044881884021 0.53680223226547252 -0.53330791942589106 -0.0020893607901691525 -0.22809071556620281 -0.24631674820409236 0.0077451804513289334 0.019566024653613571 -0.034797583425450369 -0.03353406702849681 0.011437857320251535 -0.0045161054679111919 -0.0039354410104486901 -0.15302772071612278 -0.16273629185236776 0.32484856104005061 0.051121744799855942 -0.027378344404965001 0.050549512729048736 0.20675181835810183 -0.00031064050623627159 0.098556387339825302 -0.15821417368810356 0.28817701532143952 0.010576660279184582 -0.0034067301450645153 -0.00099725948177346846 0.057274555496825849 -0.01522382126478228 0.65366470813751232 0.07721953956688557 -0.00029083081078930934 0.0022328734630718832 0.097441142427228802 7.73496722104028e-05 -0.019017844576364646 1.1280690159765074e-05 -0.0037728156792635834 -0.019447996206603469 0.0025323848320686682 0.04080468617080122 0.54531412136375434 0.018594514781345172 0.0019863682971287227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 23 18 -3 -7 8 12 10 15 -5 13 -4 -15 -10 -14 24 19 20 40 22 -20 -2 -18 26 27 -12 -27 30 32 37 -30 34 -21 49 -31 38 -32 -40 42 -42 44 -44 -1 48 -47 -48 -46 -35 51 -6
right_child=1 2 7 11 50 6 -8 -9 9 -11 25 -13 16 14 -16 -17 17 -19 21 33 -22 -23 -24 -25 -26 28 -28 -29 29 36 31 -33 -34 35 -36 -37 -38 -39 39 -41 41 -43 43 -45 45 46 47 -49 -50 -51 -52 -53
leaf_value=0.00886188084818295 0.0090204863354245539 0.020909843462547355 -0.15486269501009273 -0.026560222337606094 -0.0045706982168002034 -0.02353012104784271 0.011734894146148027 -0.028746377303516975 -0.1110498246168979 -0.046219181562296929 0.032882398780316423 -0.011449425489312175 0.01349828208918151 0.019792675200637783 -0.035707610717466587 -0.016945629432652393 -0.025653259244311295 -0.0029572725492071272 -0.034187675652513287 0.021661632064214717 0.015071666150416486 -0.012447470937464971 0.095877222062619602 0.092068331012557278 0.043271751822465843 -0.0033485017888797968 0.0028701477455640926 0.16490939164478449 -0.12424199664928448 0.023247911708345538 0.0068804411243858325 -0.036001140755524026 -0.014375946678661981 0.013772416317149283 0.076343011042759035 0.032303145808992538 -0.080899356884703011 0.045542940140924283 -0.014044281475102137 0.032477409686211628 0.011463133805265962 -0.18267373498016651 -0.06335173358773008 0.01313488434454485 0.088448964082494197 0.066429043180835187 -0.10921092519862903 -0.021776950898836349 -0.024050843950364196 -0.045388348951243628 0.078567620095972096 0.054667825147239807
leaf_weight=2.0121115583551727 2.6157100399723272 17.344743406772071 0.41768254645285186 17.515128581110275 1.3965387494008603 4.7263344419097839 8.7180208175068383 4.2925059656545264 0.39965116331586514 1.3599537918016711 0.87218199915878247 48.373412960422684 6.6873255210912239 1.4742840317703656 3.2788796342429123 1.2591215381107757 11.29349761139019 32.447035561575831 0.49689384035445983 2.1502289582322196 17.507078004353385 7.6791702852883628 0.6830230866653435 0.42890788029762905 0.51938087118105691 48.624219093106596 5.4275167523956043 0.60670362328619376 0.21720770883621243 0.28665911732969107 23.358688638511019 1.1450950181970245 2.8814280502529073 18.586616044575763 1.4884416355707788 7.3215131890638068 0.66034230092191037 2.1523134045455654 1.4082538516140637 8.2960519903281202 0.3203214844324983 0.20677538425661623 0.53197388713306182 7.171544650058423 0.20268808014225237 0.11386892632435763 0.94228409810511926 0.63504871557233855 0.90931060489219817 0.64110235692351025 1.1536510056830591 1.5543979391113678
leaf_count=280 1832 5361 54 15727 343 1738 3318 4928 87 1164 366 46503 2754 731 1160 500 6845 16374 181 844 5281 3072 232 162 197 26222 2088 64 38 129 12513 479 1711 6567 421 2183 255 1601 680 3781 173 39 150 3535 39 29 201 143 213 90 383 583
internal_value=0 -0.00366786 2.36476e-05 -0.0138484 0.0127792 0.0114887 -0.000676997 -0.0021924 -0.0014542 0.0020459 0.00272666 -0.0154723 -0.00762477 -0.0299877 -0.0184836 -0.0405459 -0.0053455 -0.00819688 0.0110692 0.0134439 0.00626401 -0.00520703 0.041406 0.0211816 -0.022563 0.00348215 0.0213517 0.0883478 0.002092 0.00863766 0.010055 0.012859 -0.0227353 0.0207028 0.0442894 0.017443 -0.0495248 0.014465 0.0124188 0.0257132 -0.00555987 -0.0681358 -0.00283322 0.0077207 -0.019684 -0.0401014 -0.0645535 -0.0746378 -0.00248678 0.0117601 0.0416032 0.0267721
internal_weight=0 259.088 190.155 68.9332 73.7046 30.7891 13.4444 159.366 155.073 98.9554 97.5954 65.8885 56.1181 5.17085 4.75316 1.65877 50.9472 44.2599 69.6 60.7409 30.553 8.85909 1.17992 3.04462 11.8129 95.9367 6.9064 1.47889 89.0303 40.406 39.459 36.3604 3.09864 30.1879 3.63867 26.5492 0.947001 35.2153 33.063 9.70431 13.0459 0.527097 12.5188 7.70352 4.81531 2.8032 1.6912 1.57733 1.112 19.2277 4.10459 2.95094
internal_count=184344 159362 95138 64224 24982 10417 5056 84721 79793 51678 50514 62230 28115 1945 1891 587 26170 23416 23673 20188 10083 3485 413 1994 7042 49927 2518 430 47409 21187 20803 19054 1749 10105 1265 8840 384 18575 16974 4461 4802 212 4590 3685 905 625 373 344 252 6657 1309 926
shrinkage=0.1


Tree=53
num_leaves=53
num_cat=0
split_feature=3 0 3 6 16 15 14 6 6 1 1 11 16 1 3 4 4 5 4 2 1 4 5 2 6 2 15 3 1 0 0 14 14 4 2 1 2 6 14 6 14 7 6 3 6 5 0 14 16 2 5 4
split_gain=1.61249 0.649978 0.498607 0.473903 0.446092 0.301777 0.462912 0.320994 0.403025 0.649784 0.523817 0.367858 0.472766 0.303645 0.300316 0.305595 0.522634 0.345115 0.332435 0.298799 0.294901 0.422184 0.766083 0.40294 0.298645 0.377759 0.293072 0.385704 0.290376 0.280063 0.276987 0.259042 0.256689 0.254085 0.356931 0.269398 0.252645 0.239433 0.343008 0.467399 0.327547 0.239214 0.232804 0.260967 0.670887 0.229668 0.347773 0.229003 0.302283 0.32933 0.228663 0.326324
threshold=-0.056163265369832509 0.015119478572160007 0.25179233029484754 0.46470522414568399 -0.15761446349584751 0.22013363181026352 -0.57297451296474833 -0.031873727150931466 -0.019592294719348109 0.99751281738281261 0.9968472719192506 -0.012774410561332017 0.095459017761597847 0.99751281738281261 -0.38659107277999277 -1.1705552675855773 -1.2610333098730926 0.19006829414047313 -1.2197799634755904 0.0004692982765845955 0.031108070164918903 1.3517444133702383 -0.033124816855144505 0.99528366327285778 -0.195566419359503 0.99609655141830455 0.12132650491176057 -0.25686473399400706 0.020102341659367088 1.8220578567706983e-05 0.0065301349386572847 0.40519825738053922 -0.42890147155098618 1.5464012578775195 0.00083857536083087336 0.9683775305747987 0.30880472064018255 -0.07149319112791841 -0.57297451296474833 0.15999168226244956 -0.71820458063899328 0.0031733904874562788 0.41691976915420792 -0.37136246193404071 0.035425780464352262 0.57711593778252201 0.041421994566917426 -0.045187036995414938 -0.020166754793922704 0.013215702492743732 -0.031225203909595892 1.4273210464593211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 5 -5 7 -7 11 9 10 26 13 29 -1 15 16 -10 33 -18 -6 21 24 -23 45 25 -2 27 47 -3 -13 -28 50 -30 34 -17 -35 37 40 39 -39 -22 -12 43 44 -16 -24 -47 -9 49 -49 51 -4
right_child=2 28 31 4 19 6 -8 8 14 -11 41 12 -14 -15 42 17 18 -19 -20 -21 36 22 23 -25 -26 -27 30 -29 32 -31 -32 -33 -34 35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 46 -48 48 -50 -51 -52 -53
leaf_value=0.0071407640320804659 4.2446616485281301e-05 -0.029725334869224768 -0.01440105524728923 0.077362764213532373 0.066395901112056607 0.11492418992067395 0.026244311814237281 0.03114994409756023 0.032939591362472841 0.051169662298891361 -0.063122958702876167 0.069622050059150384 -0.0039326516622994016 -0.067277919886141624 -0.16507945794010703 0.07692708069583698 -0.14713555689430471 0.007992372786817907 -0.012858519975435578 -0.076948184399572406 0.11623763299788055 0.058619215919248194 -0.01333401910058 -0.064376200132896758 -0.019344450965887015 0.14102316754981534 -0.025625705383453903 -0.047530713536635183 0.037638642753128698 0.028378376718155664 -0.16589979845263414 -0.05977000222847445 0.00043395297897944963 0.0949645924344939 0.029168555300845347 -0.14757116078644394 -0.024627809285584334 0.025841285358417579 0.0034404675268061924 -0.12302344920750029 -0.0075125174158434914 -0.20513747395525825 -0.046417783465173203 0.0081416633129510873 0.037093818835172043 -0.057627973710398288 0.06602634283376603 -0.1249887457993383 0.033816600795908619 0.029711225371635581 -0.029296717858241113 0.038029754775576123
leaf_weight=8.1596534790423867 6.1613786615926065 3.0904664187437438 8.9604281268912036 0.26233825689996582 0.15046434953001053 0.66348654962712306 4.5002065384123844 1.9583561670442571 0.89697609457653016 1.2222502571967195 0.31502235327752703 1.7844639884897393 4.4555760423554593 0.57010520670337506 0.28596225353612581 2.330810273910167 0.35291177593171597 5.0842660431790136 0.37438042578287489 1.2637651867989914 0.19745373344994632 2.2793518621838302 2.5266010055838701 1.0920775785052681 32.146254236539562 0.17851680998865038 0.34201648228918191 1.7713256044698931 1.8980397041850654 20.540452599063428 0.23136517676175572 1.5682602624260642 58.059154823542485 0.053600087281665654 4.8149035155074671 0.1225687525147805 4.6424093146256373 0.35708869342306471 69.9991900189234 0.48000989407955785 41.490134167048382 0.19967540451943933 0.87215337814268323 18.22182711777624 0.34614123631035909 0.27878132413024992 0.99219426568015479 0.3872664553928189 0.45709342231202776 0.19973912039858988 9.0035062539720911 1.3508151343266952
leaf_count=1787 5259 2426 12273 52 40 78 1027 345 166 137 31 193 1404 104 29 1157 67 815 62 400 56 800 2037 628 33326 68 62 398 574 8134 29 1430 27395 27 1704 31 5001 169 37190 135 20669 17 211 6330 93 90 470 50 86 41 8700 541
internal_value=0 0.00773644 -0.00633547 0.0135393 -0.0388295 0.0146246 0.0379904 0.0130359 0.00698523 -0.0146743 -0.0285154 0.0199879 0.0257957 0.00215523 0.011536 0.0227104 -0.0179244 0.0280484 -0.0799516 -0.0610689 -0.00446844 -0.0112845 0.0109756 -0.0113644 -0.0154342 0.00439145 -0.0190296 -0.0107634 7.79558e-05 0.0317273 -0.0854818 -0.0208763 0.00162242 0.0419226 0.0448973 -0.0718561 -0.00181118 -0.000866126 0.00267248 -0.0602962 -0.00687758 -0.123177 0.00357483 0.00592854 -0.0563626 0.00410696 0.0384869 0.0110784 -0.026461 -0.0730166 -0.0176668 -0.00747932
internal_weight=0 146.239 183.704 83.1911 1.67657 81.5146 5.16369 76.3509 40.8406 7.08411 5.86186 35.5103 26.7805 8.72976 33.7565 14.0304 1.62427 12.4061 0.727292 1.41423 162.821 45.6552 7.16901 4.88965 38.4861 6.3399 5.34716 4.77378 63.0477 22.3249 0.573382 20.883 59.9572 7.32188 7.14571 0.176169 117.166 112.524 70.8363 0.837099 41.6876 0.514698 19.7261 18.8539 0.632103 3.79758 1.27098 3.00246 1.0441 0.587006 19.3147 10.3112
internal_count=184344 55502 128842 25107 492 24615 1105 23510 11888 1196 1059 11622 9731 1891 10692 4029 295 3734 129 440 105898 42678 4025 3225 38653 5327 1011 920 30395 8327 91 22944 27969 2919 2861 58 63220 58219 37494 304 20725 48 6663 6452 122 2597 560 522 177 91 21514 12814
shrinkage=0.1


Tree=54
num_leaves=53
num_cat=0
split_feature=3 1 1 12 11 4 8 15 7 1 4 1 15 16 11 6 14 15 4 15 12 15 1 1 6 12 8 8 11 15 3 15 7 11 1 1 4 16 6 1 8 6 14 11 8 12 3 1 7 16 3 12
split_gain=1.70709 0.843577 0.478269 0.414594 0.356199 0.404368 0.350829 0.499586 0.321119 0.298447 0.291306 0.3931 0.374787 0.358424 0.288458 0.4796 0.362085 0.273769 0.270178 0.41337 0.310764 0.282499 0.265767 0.264344 0.262915 0.269018 0.327125 0.320748 0.353985 0.30512 0.336099 0.290866 0.260967 0.256135 0.255842 0.25362 0.461335 0.30876 0.275022 0.378505 0.371759 0.266187 0.265602 0.287473 0.353707 0.257336 0.442855 0.261533 0.246497 0.255832 0.243591 0.235574
threshold=-0.246755214582663 0.30583702027797705 0.0039611896499991426 -1.0089713247819516 -0.08270850234044537 0.62986213721594753 -0.054555965881644915 0.20675181835810183 -0.074896659626991061 1.0282086805091241e-05 0.34051375084492214 0.99507576227188121 -0.026701213079289871 -0.067379996231312217 -0.00053216073287912777 -0.18204667059931115 -0.34277443538136876 -0.38705909645829356 0.30690221047819249 -0.047370044761456551 1.7594605335834221 -0.062791829621390516 0.98641988635063182 0.65366470813751232 0.55850383340318654 1.8450245628542354 0.0051827476290937759 -0.025795418548360444 -0.04931498055486077 0.32484856104005061 -0.81289954809471954 -0.17200675221547093 0.07491193016125311 0.003308655760116136 0.50978776812553417 0.99507576227188121 0.68618150553910418 -0.022760434784213572 -0.24580405555463994 0.091320138424634947 0.0043236040905736068 -0.02377756294967729 -0.11144811491026281 -0.0090621264016493303 -0.0037353215082725636 -0.43072668066728964 -0.35616391547955567 0.96336841583251964 0.0083906606450137467 0.28650387156990181 0.84907216334977431 -0.91249659704942265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 -2 -6 7 -4 -8 -7 12 33 13 -3 24 -16 -17 -13 32 20 21 -20 -22 -15 25 26 35 34 -29 30 -28 -30 -18 -12 -27 38 -37 42 51 40 -40 45 43 44 -38 47 -47 -41 -14 -50 -10 -5
right_child=1 10 6 14 5 9 8 -9 50 -11 11 17 48 23 15 16 18 -19 19 -21 22 -23 -24 -25 -26 27 29 28 31 -31 -32 -33 -34 -35 -36 36 37 -39 39 41 -42 -43 -44 -45 -46 46 -48 -49 49 -51 -52 -53
leaf_value=0.027701709746028421 0.11109678912774644 -0.034169913040122339 -0.038986677914477838 -0.11732348855959854 -0.037914267765510656 -0.038891345036820402 0.022439679348642629 0.04825252471166025 -0.0045077683027684211 -0.004960220341827617 -0.0029432541206510666 -0.15045039136506683 0.032920657417984993 -0.0066460104422716845 0.028082081478822074 0.076318138725678109 -0.00080736938954067267 0.025562978209992423 -0.004877451386645487 -0.017545337618206813 -0.070906441341968052 -0.13679994835087902 -0.26710025610040955 0.033490898264282483 0.10574232325903649 -0.05898070189924623 0.084632687808696566 -0.11228960487401402 -0.087150431704978992 -0.069913992107417181 0.022501264454745675 0.027701728385868492 -0.072722882672076147 -0.05225209157695293 0.12623695031046325 0.047439787704663047 -0.080572511308721492 0.00056911401523209836 -0.016633138719249801 0.029248448697286995 -0.20315133528654791 0.010958427360043939 0.021328255330549443 -0.12727690793427412 0.033631124139522461 0.077119827634495375 -0.0092440947776790874 -0.073423278349863147 0.0092364160917307921 -0.13340581332703502 -0.058365430982338512 -0.0064889215692984286
leaf_weight=16.29917232259686 0.18994149217178602 2.3664823333656386 5.3786441821011968 0.18107397432322603 8.7956068602509294 3.1876350047059558 4.4328245761516873 0.73215733750475909 162.56820995152702 13.590917619256286 22.603778345688632 0.072380200028419384 10.899822075370137 3.7187961893869232 3.5522939539259815 0.40091472868152678 5.8033945844144892 6.0902933541847224 0.41864332855766406 2.0323293036108225 0.14675308998994296 0.24894291982491301 0.15005291602210491 2.9124295958181392 0.29031086462782596 0.077068607813997825 1.0998523431226201 0.17408141152190992 0.2089679272758066 0.27103767846710969 4.048311918773833 9.5873915244665096 0.53509221866261203 1.0875422471508489 0.47904426884633722 0.86749588018301338 0.7984256210984314 1.5977797700470544 1.5545734798724939 0.92617533623888426 0.097566493350313865 9.0453108583151298 0.35184020797896698 0.61772749618830847 0.39410725714697048 2.3953106997960276 0.78288527785298478 0.3189996225082723 4.468244634115762 0.11179165128851298 0.82668616392766026 5.6313913206577153
leaf_count=5286 83 1133 2077 44 15523 1254 2028 231 100027 11264 10955 7 5992 1839 1167 100 2398 1898 187 1031 63 43 7 1765 63 27 266 16 31 50 1242 2707 146 506 88 387 163 292 575 563 21 3057 85 105 47 1383 434 148 2685 41 1020 1175
internal_value=0 -0.00380266 -0.00680833 0.0136981 -0.0195195 -0.0205653 -0.00492374 -0.0284257 -0.00406511 -0.0114405 0.00724366 0.000611712 0.015326 -0.000905866 0.00954701 -0.00328361 -0.0147576 0.0230733 -0.0188052 -0.0434556 -0.0967653 -0.056321 -0.179491 0.0110241 0.0136259 0.0129371 0.00823559 0.0267368 0.0225076 0.0305108 0.0360181 0.0250999 -0.00706295 -0.00524386 0.099547 0.0034952 -0.0176486 -0.0328171 0.00818002 0.0152818 -0.0296726 0.0208277 -0.0572948 -0.0726341 -0.0428904 0.0408859 0.055912 0.00228857 0.0247512 0.00525752 -0.00478651 -0.0102854
internal_weight=0 254.034 199.703 71.3843 25.7641 25.5742 173.939 6.1108 167.828 16.7786 54.3316 29.854 24.4776 8.99771 55.0851 13.2884 9.73612 6.16267 9.33521 2.99672 0.964392 0.667586 0.296806 6.63123 41.7967 41.5064 30.9799 10.5266 9.97044 5.4192 5.14816 9.79636 6.33849 23.6913 0.556113 25.5607 4.62738 3.75988 20.9333 15.1208 1.65214 13.4687 2.1621 1.81026 1.19253 4.42337 3.1782 1.24517 15.4799 4.58004 163.395 5.81247
internal_count=183725 160328 133507 23397 28124 28041 105383 2308 103075 12518 26821 13366 13455 4737 18111 5142 3975 1905 3875 1331 300 230 70 3604 12969 12906 10037 2869 2754 1558 1508 2738 2544 11461 115 8479 1079 692 7400 6181 596 5585 400 315 210 2528 1817 711 8718 2726 101047 1219
shrinkage=0.1


Tree=55
num_leaves=53
num_cat=0
split_feature=3 1 2 14 15 7 12 14 6 6 1 7 6 8 12 3 12 12 7 2 6 9 2 3 14 15 14 1 8 12 12 7 1 6 15 1 1 1 7 7 10 1 10 9 8 1 12 9 8 8 14 7
split_gain=1.56776 0.785295 0.495352 0.404082 0.390154 0.396431 0.348963 0.362068 0.322185 0.319477 0.309321 0.302627 0.267871 0.892211 0.365668 0.340698 0.269176 0.293914 0.259634 0.267119 0.310712 0.291242 0.327383 0.425464 0.360818 0.248621 0.243065 0.229456 0.390516 0.325005 0.309062 0.276989 0.268285 0.230749 0.226501 0.223481 0.221421 0.220182 0.215969 0.363462 0.33915 0.377011 0.349597 0.265379 0.370582 0.253388 0.22409 0.219113 0.215934 0.358931 0.229041 0.215503
threshold=-0.23776659253053364 0.30583702027797705 0.00015001876454334709 0.1085984242793112 0.27555874703860223 0.0473459621760303 -0.65983245170370286 -0.29181048767529577 0.46470522414568399 0.16324820079228089 0.08815039694309236 0.098556387339825302 -0.33518805525249912 -0.0023778247617778168 -0.087971163044599301 0.02580546168610454 -1.0474950664878915 -0.10587162163049577 -0.074896659626991061 0.1284965127706528 0.26066202452910742 0.0041784965377144098 0.0091412449255585688 -0.0084375552833080274 -0.17448254223757384 -0.15647617242862882 0.34715209533903091 0.99507576227188121 -0.0085308976784101934 4.0405267549920918 1.970836192542385 0.017337340864253765 0.95733875036239635 -0.18484445447316297 0.070038944435924344 0.65366470813751232 0.22536452859640124 0.00031686699367128318 -0.0013563099163686361 -0.0030647398265690974 -0.0055812849465924881 0.99507576227188121 -0.0073900505725300481 -0.0026225197935054556 -0.00026358584162609742 0.083826534450054183 -0.5712259539887683 -0.0078400737795077131 0.0052989849546891442 0.0043236040905736068 -0.57297451296474833 -0.0018738362704468457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 18 5 12 8 48 -1 -6 -10 38 13 16 -15 25 -5 -18 -4 20 37 -22 23 24 -23 26 -14 30 29 31 -3 -29 33 -32 -21 -12 -7 -20 39 45 41 46 43 -43 -45 47 -40 -9 49 -8 -51 -16
right_child=1 27 3 4 9 36 7 11 10 -11 35 -13 15 14 51 -17 17 -19 19 34 21 22 -24 -25 -26 -27 -28 28 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 40 -41 -42 42 -44 44 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.024891052247982146 0.065362331728061204 0.0087928822199256646 0.019348736086380464 -0.13772784107276234 -0.00046398514227847208 -0.058137112915644301 0.023232147496451541 0.053266602850038272 0.072405002755470835 0.07959716530130416 -0.077584240274446048 -0.075650276443448072 0.012693860649782465 0.051069065573430196 0.043962934839799475 -0.021449845422654407 0.0048576647192569954 -0.10886202577446993 -0.067823656648321892 -0.018592666564185126 -0.032518544269257238 -0.15066010972766458 0.016375737453188082 0.08058622774515356 -0.016249511891758932 -0.0071104126033004955 0.093702284648154111 -0.035023833637921206 0.045437256998098779 0.076907349447727646 -0.03920219942590359 0.054266841075143762 -0.035028290084012773 0.011309030798433664 0.0023163011562262448 0.05757260079886084 0.10476610032173279 -0.0010029360902478628 -0.071549722797715584 0.043496913455669806 0.0074688391593532872 0.059180718519394188 -0.14592136634382116 -0.11425695266804843 0.0467089883976676 0.010946012087963449 -0.0030517591036645672 -0.060620622224019372 0.063606440496012814 -0.21793921477319397 0.00080071425338440949 -0.040268297858890439
leaf_weight=24.693724403785385 0.93910084452545461 37.467246923394669 4.4843826208216333 0.78240938428643858 1.562625155967907 2.7464042883220823 7.1677021112209314 0.19308004551930935 0.21868978266138472 0.71412256453004364 0.74735964013962075 0.45620253068045613 2.4935308011899937 0.83957255021778143 0.35028493164645658 17.669458052510208 0.42309051143092802 0.46987099269244914 0.47781957811093789 21.993143890402283 6.4545859793511209 0.370219570962945 3.2728967701204965 0.18893443278648181 0.42168512615171494 14.386185767871664 0.41914884039488232 1.8891171436625889 3.8040163663868034 0.40086425726622099 1.1134475300204938 0.4083924470214696 3.1996164391703132 4.4961879375196059 6.7710683006266654 0.13233093801682116 0.070441148040117585 107.0861951198076 0.50039488264155796 3.3233455885601826 15.859809137058626 0.22292845731499256 0.37973170221266606 0.43537923913027043 0.19729506481235148 9.0569137391921668 6.151380681247244 0.89190289485486463 1.3103472448383398 0.084496441995725036 0.089888636524847132 1.7815946582340974
leaf_count=8335 374 19886 1987 101 915 1342 1619 77 33 365 214 115 1305 542 268 20094 147 162 380 25597 2845 105 1392 57 171 9878 271 684 1539 67 418 83 1291 2506 6569 46 21 57317 137 1025 6489 97 84 87 35 2654 2375 310 356 10 29 919
internal_value=0 -0.00352526 -0.00642524 -0.00677462 -0.0151269 -0.017293 0.01321 0.00801413 0.0225296 0.0250658 -0.0301159 0.00377144 -0.0147003 -0.0372203 -0.00418276 -0.0116905 -0.0951636 -0.0559283 -0.00430867 -0.00503241 -0.00292944 -0.0191596 0.00116155 -0.0489996 -0.0809961 -0.00171034 0.024844 0.00730686 0.0248716 -0.00422714 0.00483028 -0.0188602 -0.0120073 0.00119191 -0.0136723 -0.0565225 -0.0534383 -0.00131081 0.0047804 0.0148884 -0.000957931 -0.0178818 -0.06821 -0.0314749 -0.0641552 0.00545473 -0.00837984 -0.039827 0.0264396 0.0196702 -0.115448 -0.0261818
internal_weight=0 249.948 197.169 196.23 44.7087 42.432 72.1129 46.3208 25.7921 2.27675 1.09838 37.6684 39.6151 4.64682 2.97145 34.9683 1.67537 0.892962 151.521 147.037 118.272 10.7083 4.25374 0.980839 0.791905 17.2989 2.91268 52.7789 6.50239 2.69837 46.2765 2.29751 8.80925 5.60964 28.7642 0.879691 2.81685 107.564 37.2122 13.4652 23.7469 7.88711 1.23533 0.855603 0.632674 10.1419 6.65178 1.08498 8.65243 7.34209 0.174385 2.13188
internal_count=183725 159598 133124 132750 36330 35050 24127 15499 8628 1280 293 13485 33687 2139 1729 31548 410 309 96420 94433 62267 4570 1725 333 276 11454 1576 26474 2373 834 24101 767 4215 2924 32166 260 1363 57697 13370 4066 9304 2815 303 219 122 3041 2512 387 2014 1658 39 1187
shrinkage=0.1


Tree=56
num_leaves=53
num_cat=0
split_feature=3 6 6 11 15 4 4 6 11 11 3 11 14 13 10 9 11 9 8 14 5 11 10 5 4 4 15 10 10 4 11 5 10 9 10 4 8 14 5 15 8 6 9 9 9 13 13 14 13 15 4 10
split_gain=1.08183 0.503724 0.481718 0.663676 0.473881 0.37804 0.519053 0.594294 0.346476 0.34095 0.321096 0.319463 0.312983 0.307451 0.283765 0.281591 0.285528 0.268367 0.2756 0.259804 0.259621 0.257207 0.254346 0.252638 0.248697 0.249826 0.246531 0.246282 0.243981 0.271587 0.235692 0.230235 0.228723 0.22784 0.227722 0.226821 0.22373 0.221277 0.219426 0.217826 0.216257 0.239604 0.330774 0.332063 0.252996 0.228003 0.227695 0.24518 0.215446 0.350845 0.325977 0.296844
threshold=-0.011922426521778105 0.48910433473868087 -0.27274193918230899 -0.0050059689482205372 0.047159864677320175 -1.369188813020384 -1.340101578679125 0.067673739164908125 -0.0067659983920760622 0.083662401443468024 0.26204344624056836 -0.0081469405065683915 -0.35937732206301382 -0.060064789273769667 -0.030819591166362712 0.095208073798154227 -0.0090621264016493303 -0.0076534507208195516 0.0025009955727740836 -0.058309568912297487 0.77594700942056927 0.00047549605555384137 -0.068437263784424232 -0.23962133067817817 -1.2410112220967833 -1.2610333098730926 -0.054896934051669871 -0.010567610106933608 -0.00099725948177346846 1.307106171016563 0.0044034090262843259 -0.21406491906131056 -0.002830042987551113 0.0052165532870332718 0.0066019875341470913 -1.1705552675855773 -0.00026358584162609742 -0.13999128022918417 -0.038714610957641081 -0.22809071556620281 0.0045608109444119976 -0.20674160456888002 -0.0018528971586578562 -0.0022722863172968582 -0.0015360061367572207 0.72468967483530278 0.04690758835343186 0.1085984242793112 0.35054480235785163 -0.065621731836262312 1.3517444133702383 0.019628022551645991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 15 10 30 7 -7 -6 12 40 26 23 31 21 16 24 -10 -19 -12 -3 -15 -13 -8 25 -4 33 -28 -21 -30 -5 -14 -24 -1 -25 -33 -18 -32 -31 -17 41 42 43 -2 -44 -43 -42 -48 49 50 51 -16
right_child=1 20 3 5 8 6 9 -9 17 -11 19 22 13 14 48 39 36 18 -20 28 -22 -23 32 34 -26 -27 27 -29 29 38 37 35 -34 -35 -36 -37 -38 -39 -40 -41 46 45 44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=-0.047890481765965283 -0.041181960041499426 0.030368885370486032 -0.010247054400289494 0.00039470170309877653 0.017098910796672591 -0.14685941747148934 0.07145363886923943 0.024199186193579855 -0.023132374303674028 -0.044881734949968423 0.008981010818176793 0.13488136184432467 0.0030485807596306504 -0.10787832902414229 -0.004717516833923273 -0.063321827725745503 0.011982892844441949 -0.010084649266985844 0.0094447105305022015 -0.056281228960735674 0.17331450419807615 -0.018877942767335107 0.0070434940118971881 -0.0045989608359348674 0.0070436258189410352 -0.090504465324292807 -0.038327079335686326 0.02615092150219582 -0.034157015300690818 0.056749777489852875 -0.022751824206025867 0.028647537992885014 0.034606494535374836 0.020405924560769166 0.086635981134628517 -0.020678271251031145 0.034384273852617685 0.04448617874641897 -0.012702738439088201 0.04898685246702187 -0.0085835690808742423 -0.011296166560209224 0.083290691741080281 -0.13672935798176811 -0.017647121917319677 0.067087521916510351 0.026099518484484347 -0.016682053223138718 0.01645485995700301 0.0043597618105067071 -0.05990146351268677 -0.058310920811706496
leaf_weight=1.5212610540911558 2.9741364487272226 2.1497788939641391 3.8204820929240668 3.5936106653643938 9.375669075773656 0.51125496567692508 0.95093216448003692 0.32258868822827935 6.3306104639741525 1.8998521040975891 1.7469992903584177 0.20039066276513118 6.9695457236330212 0.36985750608800971 13.557723377299221 0.17007617267518105 14.990517695445307 14.588685407719824 14.283772539013169 3.1021245144706873 0.11885180324316014 2.0827689410762105 4.4533696927555875 1.766031144819862 38.109281321962044 0.41500448272563417 0.70141279263043532 3.3769795204207211 6.3228087895263307 0.60550963404239189 0.55557211225823255 0.96757246725611068 9.3447318319867865 0.70359254944196425 0.30581225935020473 18.205787910538216 6.349630737264305 3.5746894079093181 1.6693288611422756 2.5988225891087486 14.349096634549371 37.957512222859236 0.2464611989489639 0.40354064039274806 4.2163150007809227 0.35748915391195524 4.6757074562892731 1.8607107486895982 8.4232410275017155 39.597498778418419 1.3487306801689545 1.1016143259548687
leaf_count=410 1705 2083 939 922 5048 61 225 75 4734 624 1871 12 3438 117 6507 37 6386 11262 11014 3357 1 702 1700 619 13373 93 229 734 9340 330 131 264 3110 121 77 10187 2787 838 1103 450 13115 30100 91 110 2951 217 2909 1308 4237 20962 262 444
internal_value=0 -0.00738768 0.00448822 0.002773 -0.00823694 -0.00213505 -0.00380869 -0.0815495 3.45001e-05 -0.00312956 -0.0128171 0.019052 -0.00229213 -0.00332783 0.000285839 0.010608 0.00924364 -0.00451655 -0.000423223 -0.0269133 0.0391339 -0.0329721 0.0274606 0.0292795 0.00448677 -0.0184528 0.00035339 0.0149448 -0.0322784 -0.0235207 0.0191426 -0.0125114 0.0257308 -0.0263016 0.00948383 -0.0181651 0.0186711 0.0353837 0.0060776 0.0417322 -0.00998348 -0.0138028 -0.029716 -0.0532467 -0.0117675 -0.0105344 -0.00153846 0.0139089 0.00156849 -0.000691015 -0.0131757 -0.00881001
internal_weight=0 127.335 192.86 172.558 125.066 106.105 98.3808 0.833844 44.5787 97.547 80.4877 20.3017 95.6471 92.6243 66.4814 66.4538 63.6849 35.2031 28.8725 13.4468 2.26863 2.45263 13.9985 3.02278 42.3448 4.23549 6.30325 4.07839 11.6998 8.59765 7.72387 26.1429 13.7981 2.22485 2.07184 19.1734 21.3401 4.13026 2.27484 2.7689 67.041 46.1555 7.84045 3.37768 4.46278 38.315 20.8855 6.53642 64.0288 55.6056 16.0081 14.6593
internal_count=183722 102649 81073 74757 100565 50692 48801 136 32058 48665 68507 6316 48041 47120 33231 24065 23578 27010 22276 16001 2084 819 4822 921 14405 1032 1494 963 14130 10773 1891 13889 4810 531 696 10451 9173 969 1433 487 52506 35174 4857 1815 3042 30317 17332 4217 32412 28175 7213 6951
shrinkage=0.1


Tree=57
num_leaves=53
num_cat=0
split_feature=2 2 5 2 4 4 16 10 4 2 13 16 5 7 9 16 3 3 13 7 3 6 11 5 5 13 2 9 5 0 4 4 0 7 5 3 3 3 11 3 13 3 3 11 9 3 3 4 10 13 3 7
split_gain=1.43567 0.794139 0.637057 0.448309 0.35906 0.453243 0.45639 0.380371 0.35092 0.394662 0.318924 0.358466 0.323771 0.313117 0.441209 0.337807 0.309039 0.417024 0.317317 0.330685 0.308065 0.41238 0.368415 0.709196 0.445746 0.392566 0.416508 0.367986 0.366397 0.369325 0.332348 0.348278 0.306941 0.303877 0.302898 0.287572 0.286968 0.340613 0.282145 0.276596 0.293684 0.276591 0.300583 0.309292 0.272436 0.261351 0.259811 0.277418 0.410531 0.340798 0.284393 0.280552
threshold=0.00041160428372677421 0.2047497555613518 -0.4975004622616036 1.1280690159765074e-05 1.4526980589775988 1.4527123158301227 -0.13140149379555291 0.00015188567176496854 0.30690221047819249 0.58100762963294994 0.2108945112824531 -0.0015637314338169033 -0.45103345331402117 -0.0050541843939086685 0.014094908242530292 -0.073001861884212718 -0.88539656996726979 -0.57471228291979048 -0.015631558615610729 0.004267448910561686 0.084579426795244231 0.1835981101756731 0.0044034090262843259 -0.11932611256276417 0.39569248932253215 0.27895362572246779 0.012127006892114879 -0.044518002297975444 -0.15140650166977035 0.0072770621627569207 -1.369188813020384 1.4526980589775988 1.8220578567706983e-05 0.0013690786166824873 0.085342678785389328 0.48212020867504185 -0.57471228291979048 -0.92462930240435515 -0.01049594244830321 -0.246755214582663 0.14564757614148302 -0.35616391547955567 -0.15336401222157289 -0.0042860230902878318 0.032716554268331845 -0.52307337778620411 -0.21990469144657251 -1.1705552675855773 -0.058669441986751537 0.40481132718610063 -0.017644863575696942 0.010879696003495205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 35 33 10 6 -6 39 9 45 11 13 -12 14 15 32 -8 -18 -19 -20 22 -22 24 27 25 26 -2 -24 29 -27 38 -32 -5 -1 44 -3 37 -25 -30 40 -7 -35 43 -43 -13 -4 -38 48 -48 -49 -50 -52
right_child=1 2 8 4 5 7 16 -9 -10 -11 12 34 -14 -15 -16 -17 17 18 19 -21 21 -23 23 36 -26 28 -28 -29 30 -31 31 -33 -34 41 -36 -37 46 -39 -40 -41 -42 42 -44 -45 -46 -47 47 49 50 -51 51 -53
leaf_value=0.046076281820338683 0.0078339522385865307 0.072293555065082102 0.078610086577638891 0.11357885410350055 -0.098942959438965944 -0.0095886597220796402 -0.1228789413820445 0.042387753554291058 -0.010209406981378507 -0.051702654721539426 -0.097153307925679819 0.072029985604143643 0.0036581628206775064 0.025752108318206159 0.054801493874265028 -0.088634096554498637 0.054572998703521031 -0.08416839913078461 0.021464441988506434 -0.12177533018773233 -0.019708845069734002 0.010969021093329583 -0.057921757008882996 -0.064131245539049392 -0.013975922613848626 -0.039433644744951694 -0.00551536430013168 -0.0041315706493873748 -0.10016147376943528 0.0097860041806648868 0.028779685970677038 -0.023305874526417174 -0.025808102965322939 0.03641185255576574 0.0092821770115922887 -0.033151533427738709 -0.0095865978897307965 0.083773815022043396 0.016722901651472097 -0.02393151913956653 0.063329363908593395 -0.010071108831247795 0.019088487574567433 -0.12131498769541267 -0.024416283612628126 -0.020994564951910953 0.11981414824396386 0.0070209137530198419 0.04236992543026253 0.069944361949077896 0.030364724652126019 -0.024845523760034488
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leaf_count=808 18161 737 144 10 67 355 19 484 22077 12916 68 1400 2180 2762 124 255 88 65 140 16 15620 3351 482 81 7417 1084 47502 6131 87 2921 7625 411 282 273 398 233 1018 277 119 1117 223 89 270 38 85 12890 89 8074 1151 362 725 421
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internal_weight=0 273.577 40.7258 44.034 31.2189 11.5951 3.75114 7.844 39.2722 16.4803 19.6238 14.3784 5.24539 9.38008 2.62937 1.96687 2.95802 2.73535 1.91849 1.24226 232.851 22.7773 210.073 45.0404 165.033 139.956 117.13 15.1739 22.8255 6.73993 16.0856 15.2857 1.18176 12.8151 4.99832 1.4536 29.8665 1.27023 0.79986 5.40734 2.22594 5.74057 2.80327 1.11093 3.52619 11.144 28.5963 24.9601 9.4496 15.5105 8.95635 3.70359
internal_count=183722 172106 48997 11616 10138 2574 395 2179 48027 25950 7564 5316 2248 3433 671 547 328 309 221 156 123109 18971 104138 18811 85327 77910 65663 6613 12247 4005 8242 8036 292 1478 1883 970 12198 358 206 1695 578 670 397 127 1485 13034 11840 10822 2386 8436 2297 1146
shrinkage=0.1


Tree=58
num_leaves=53
num_cat=0
split_feature=1 9 1 7 3 9 5 4 4 12 4 13 6 10 5 5 5 11 5 13 5 6 7 1 7 4 11 13 1 9 11 9 9 5 15 12 1 5 5 13 10 10 3 3 13 3 7 12 10 3 12 12
split_gain=1.16715 0.548441 0.466091 0.401941 0.383425 0.369643 0.382022 0.409921 0.404667 0.437468 0.3668 0.312306 0.301784 0.300577 0.305565 0.396151 0.385151 0.298699 0.378857 0.297953 0.519324 0.302476 0.323595 0.292317 0.275647 0.266023 0.288769 0.369257 0.264645 0.343011 0.287288 0.271912 0.33069 0.373673 0.385856 0.274518 0.261944 0.255906 0.244819 0.243285 0.311376 0.248509 0.241449 0.576527 0.354551 0.240698 0.23635 0.235877 0.231044 0.229168 0.313968 0.308021
threshold=0.196305125951767 -0.12677136821785523 0.0002051796254818328 -0.11891275548913015 -0.35616391547955567 0.1291378745567647 -0.57301622461005775 0.090531790365427231 -1.1246596690999657 -1.0321178845944752 0.24896112978605914 -0.71938737194292457 0.25932051138059398 0.015757345124370905 -0.35104184314368886 -0.066303735754661544 -0.057311729628165643 -0.0017812481995515327 0.21743774062512386 -0.20928910397333647 -0.1935437838925822 -0.16799370720322593 0.041526306462323213 0.3185978382825852 0.067056517028233537 0.62986213721594753 -0.0031801045948715036 -0.29821250946464434 0.94358405470848095 0.010020557102583828 -0.009589721331239651 -0.0024487627621889697 -0.0084236608519660961 -0.037908233087746553 -0.04858569722009129 3.6280312456611594 0.099760726094245925 0.63900249906876427 0.14929361019346685 0.27895362572246779 0.0010699339120864891 0.015757345124370905 -0.40342378197237844 -0.44060474447906012 0.13731758929038962 0.54976712446659814 0.0017768017077263649 -1.6080778502548274 -0.00099725948177346846 -0.19643890648148951 -1.1324415613303749 2.4912358669663743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=5 2 3 4 19 -7 7 28 11 17 -12 47 36 -15 15 16 -18 23 -20 24 21 25 -24 -25 37 26 -28 -29 31 -31 42 39 35 -35 -36 -37 -38 -39 -40 40 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.069173762042258724 -0.040715876944513701 -0.080666773047605445 0.033450243541912464 0.057498295374401445 0.0094072866571414185 0.073112031837213473 0.020607967380107707 0.028866999182674536 -0.12888463014104742 -0.15724618772866561 -0.018547095030830546 -0.025493155877302012 0.010252340074702541 0.060724706789956985 -0.029996811349628495 0.07594153269183139 0.0080306184016779979 -0.057176750860737806 0.032728892308622283 -0.0018095668580465785 -0.009784684886905981 -0.025460732465777798 0.078862561110490809 0.073171125541395252 -0.030186277927519725 -0.11666012584627992 0.0060003306613139965 0.052642193015013751 0.058628346667368186 0.025567647845906261 -0.012301424847844175 0.070261644456819608 0.034215140823192769 0.021923691350613807 -0.051078376708244867 -0.026732857026118828 -0.054947642299360548 0.048971636029368756 -0.055552832912000721 0.0031362036141661352 0.081919636776465424 -0.072161052633456374 -0.0074479008277856589 -0.14014607352381456 -0.060151129307794732 -0.030116031218420238 -0.014876270885514607 0.020704053609634603 0.06722115079079348 0.011559052515766987 -0.020783777848161752 0.021622650882343105
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leaf_count=717 450 1571 1134 320 6111 191 299 1495 50 65 6368 595 265 379 1254 137 1748 145 41 87543 3869 7943 97 62 2334 88 2564 74 198 1489 725 104 3437 993 722 235 254 80 3944 573 320 43 10746 197 685 4685 1059 18972 245 2819 2228 510
internal_value=0 -0.0048277 -0.004407 -0.00326795 -0.00384129 0.00788795 0.00738101 0.00809397 0.0161005 -0.0215477 -0.0247209 0.0187571 0.0121411 0.0189737 0.0126555 0.00580326 0.018546 -0.0602156 -0.114532 -0.0051177 -0.0146557 -0.0224795 -0.00295247 -0.0203192 -0.00332203 -0.029928 -0.00649973 -0.0689076 0.00342257 -0.00353634 -0.00738987 0.0089127 0.0191954 -0.00154006 -0.0323531 0.0295133 -0.0195621 -0.0243906 -0.0374799 0.0020811 0.0279109 0.067823 -0.0125248 -0.0345433 -0.020942 -0.00242843 0.0133137 0.0193098 0.00408692 -0.00196275 -0.0103671 -0.0134822
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shrinkage=0.1


Tree=59
num_leaves=53
num_cat=0
split_feature=2 0 0 4 16 9 6 6 4 15 9 2 4 4 5 5 9 14 5 4 5 6 2 16 12 13 5 3 4 14 12 15 6 12 5 0 0 16 3 16 0 12 3 13 6 6 14 13 5 12 12 9
split_gain=1.21363 0.511799 0.478255 0.456008 0.387263 0.370049 0.367422 0.400347 0.348345 0.34324 0.354567 0.34209 0.352702 0.328446 0.461683 0.479361 0.32787 0.324093 0.380434 0.31427 0.295529 0.354864 0.373981 0.293793 0.378546 0.286257 0.294663 0.284198 0.27973 0.271125 0.285979 0.31277 0.261544 0.256337 0.250033 0.245167 0.237148 0.235166 0.232726 0.235849 0.23183 0.231726 0.346902 0.227939 0.23537 0.223612 0.272848 0.220091 0.21812 0.282322 0.2164 0.267623
threshold=0.013215702492743732 0.012360993772745134 0.00015596879529766741 -1.0773403783239428 0.3976217139715657 -0.0021051887886805358 0.24126380501896147 0.28276134231118161 1.307106171016563 -0.27575052798514538 0.1291378745567647 2.2826218810223512e-05 1.4527123158301227 -1.4274211952120399 0.28513131687512078 0.27963491992528988 0.1291378745567647 -0.42890147155098618 -0.4706779228295675 -1.0949240173038122 -0.27021775372307216 -0.20289109661721144 0.00021217850007815289 -0.071558498674374707 2.195799797454983 -0.28397578254747446 -0.19669850441299933 -0.92462930240435515 0.36182841368164104 -0.35937732206301382 1.677143046531308 -0.065621731836262312 -0.12485244315841398 2.9946123750811124 -0.64730757382397341 0.01657422631978989 1.8220578567706983e-05 -0.39624674423838024 0.44290908338734886 -0.26425909148565235 0.41593894362449652 -1.3267778483927051 -0.076729424297809587 0.082121933356564134 0.19486883611316855 -0.34924945630199383 -0.20733017176051866 -0.2429387510903577 -0.15140650166977035 -1.6323019388839921 3.4855280271794675 0.0011106987727760528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 25 36 13 16 9 19 34 -10 23 14 15 -2 -8 -5 -19 -4 -7 22 29 24 -13 26 -3 -23 45 -22 31 -31 33 -14 -11 -30 -1 -9 39 -27 -41 42 -15 44 -40 46 -28 -21 49 -20 -25 -52
right_child=1 4 8 17 -6 20 7 37 11 10 -12 12 32 41 -16 -17 -18 18 48 47 21 27 -24 50 -26 38 28 -29 35 30 -32 -33 -34 -35 -36 -37 -38 -39 43 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.084140428349117058 -0.016797946486793881 0.0056787988797533896 -0.079518195188979068 0.061369282016272411 -0.074244760670611851 0.05217245406458966 -0.12899428064111049 0.12946827110897069 0.013604171908953114 -0.062977481285274708 0.08757973240294839 -0.082944350517319132 -0.019534756100698929 0.042616254506625935 0.034359340486534821 -0.18775981104479922 0.023788641760014054 0.036698103172986073 -0.14673499042389582 0.11018050710926264 -0.022324455060634605 -0.075757074050856965 -0.017100219894906364 -0.0065078366183359704 0.027168496296113717 0.028616122154766228 0.091380234809959812 -0.0024863392962937029 -0.10739009294352236 -0.055644206785588429 0.10541547902258663 0.052679195144838389 0.030050619992364604 0.023140564480322486 0.010986647322987195 0.0019821334115516431 0.033790479716420026 0.0013983160962875974 -0.022472903010111803 -0.0049452353806172756 0.028055778788423975 0.03302054865275144 0.14456525676677287 -0.050966779590833344 0.025298322685728777 -0.039666397772074327 -0.046306744318630549 -0.013397580066152021 -0.0043970163382060709 -0.025731040273541117 -0.014631661141691222 -0.16655214707278404
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leaf_count=168 196 4115 192 171 470 342 113 7 1057 129 152 336 1800 214 471 7 26 425 75 56 45 202 216 860 125 1168 75 730 71 29 56 121 1488 470 33482 3285 570 492 6891 97009 2435 1074 76 2103 981 9377 222 764 5690 2449 72 22
internal_value=0 -0.00445268 0.00878289 0.00763714 -0.00648218 0.0251386 0.0219875 -0.00971341 0.00596266 0.00966467 0.0111841 -0.00466653 -0.0128444 0.0310737 0.00278153 -0.0469567 -0.0798603 -0.00295762 -0.00587001 -0.0246973 0.0150609 0.00766172 0.0268288 -0.0323788 -0.0627456 -0.0061615 -0.0185729 -0.0128398 -0.0257875 0.0450122 0.0570974 0.0355209 -0.00142207 -0.00971981 0.0104426 -0.00386956 0.0492995 0.0102335 -0.00486332 -0.00400186 -0.00447362 0.0428026 0.0772981 -0.0216587 -0.0117042 -0.0356348 0.0258496 -0.00407895 -0.0112651 -0.0329135 -0.0156948 -0.0781333
internal_weight=0 208.536 103.722 29.9677 178.568 15.2341 12.7199 2.83335 88.4883 65.6313 62.8635 22.857 15.7932 9.88658 2.90382 1.12433 0.615608 17.2478 16.516 2.76783 10.7703 8.99763 4.64735 5.81544 2.0449 177.746 16.8089 4.35028 12.9541 3.28653 2.78871 1.94894 9.97775 7.90561 62.2791 4.02342 4.4638 2.21775 160.937 153.106 150.938 6.98276 1.51584 7.83128 5.86414 8.93066 0.543694 2.02509 14.6697 3.51705 3.77054 0.466686
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shrinkage=0.1


Tree=60
num_leaves=53
num_cat=0
split_feature=1 4 15 13 4 0 8 14 0 8 4 1 12 1 4 4 13 6 3 15 6 4 8 11 15 1 8 1 4 3 0 3 13 6 15 3 13 4 0 11 6 11 14 14 0 0 12 7 15 15 1 11
split_gain=0.872845 0.672266 0.404752 0.71261 0.373065 0.355089 0.344791 0.306764 0.339162 0.298257 0.318144 0.598635 0.542157 0.380874 0.335184 0.478905 0.330484 0.425867 0.292061 0.300173 0.288441 0.278275 0.277098 0.313087 0.276928 0.296342 0.311694 0.283004 0.291564 0.275296 0.267137 0.246937 0.240784 0.30032 0.241342 0.234558 0.234181 0.232155 0.231995 0.292439 0.262786 0.235247 0.298715 0.274731 0.228148 0.227937 0.22732 0.220141 0.219609 0.218996 0.366257 0.218224
threshold=0.065454669296741499 -0.90604842446464373 0.1718086681792069 0.060971692649037325 -1.2991067296705119 0.012806647922843696 0.0020093154170489707 -0.40132805316295755 9.8686759884003563e-05 -0.00069570792724686929 0.68618150553910418 0.94358405470848095 -0.4588785728758436 0.98849672079086315 -1.1111651665675988 -1.53439834115907 0.48339001251991476 -0.21040728576693041 -0.48026174361075386 0.021539926220880985 0.23553204088130059 0.7911306830277699 -0.031787559880722911 -0.0019843893440700312 -0.018509551207010557 0.37490531802177435 -0.054555965881644915 0.89494547247886669 0.30690221047819249 -0.246755214582663 0.00040873955003917223 -0.011086416430771349 0.22919495583281507 -0.06359646627315288 -0.15647617242862882 0.046648877672851093 0.10908821605278178 -0.97119999062343176 0.00095060333842411648 0.0009050123015776092 0.16965988280451474 0.0020841875449420923 -0.01177711259835435 -0.084851489316110071 0.011468951590359213 9.8686759884003563e-05 -0.83778768054575214 0.085338677417769668 0.0037597755876023855 0.15983697906519542 0.9968472719192506 0.012230968835311429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 46 20 44 8 29 10 11 14 18 -14 15 36 24 -18 49 -20 -1 31 -12 48 27 26 -26 -16 -29 -2 -8 37 33 34 -17 -33 -9 -10 39 -11 -40 42 43 -41 -3 -43 -5 -48 -24 50 -13 -32
right_child=7 6 3 4 -6 -7 30 9 21 38 22 12 13 -15 16 32 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 51 35 -34 -35 -36 -37 -38 -39 40 41 -42 45 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.031088433668293641 0.029798613483325812 -0.001148190368903465 0.046532798682327479 -0.078203087145316166 0.024851904581849181 -0.0067897129158972936 0.05602110232977129 0.002567918417017236 0.045686868266153535 0.029353895845306444 -0.048446099462989362 0.01194926985043648 0.074711064358077423 0.019958942764706222 -0.0046245910773399009 0.069777066407067032 -0.03059989251509547 0.04659475599761051 -0.020823866030131321 0.076521722754631372 -0.03195588542212191 0.032394039773146317 0.0075078460108951783 -0.027364207231709403 0.064022469973562979 0.023036436727768023 -0.0029927421096281955 -0.090318668371802857 0.069293453216186893 0.10329600812900919 -0.0030764363952667595 -0.067804013885466377 -0.049794743776877773 -0.032633961330972149 -0.0038603258351843951 0.027111454868878778 0.074360323893589014 -0.003318565247485479 0.0090644890018791429 -0.091301534304091797 -0.00575834120894153 0.055643536823827146 -0.16895957908304918 0.07948543728726383 -0.021660989858827945 -0.02563156272786915 0.061019287774223885 -0.094583052986132898 -0.010997918089612986 -0.1774033362581508 -0.15890445201234546 -0.021321234774988252
leaf_weight=4.7269832066049302 1.7025935273195503 6.4376678222142791 5.0710761695181636 0.99018101717592799 1.0767544355039715 21.648771100494741 0.6750694403090155 1.1661797967935843 1.2351408173271909 8.545358347178988 1.6497455883982173 0.44221397300498244 2.5941045284871498 2.5080152251412073 22.128683727052699 0.51836901943170266 0.89461027811921656 3.3405825310874198 0.84960461322998504 0.48248761223112524 0.8420056152390315 3.8302263730147388 12.707655384801912 5.8868888547785927 0.71069702121166756 8.9214778635223393 14.737633158521488 0.67411110454986456 0.12361523517029127 0.72459410621377074 34.007687011458074 0.89922685338205954 2.649634588338813 3.9940724251500788 2.6154532139225912 0.35239975088461506 0.72814997105160717 4.2248492972848908 48.355032676466635 0.18701651065930491 15.875284090498097 0.56818028523412045 0.17706663186254346 0.15727965797123034 34.421709123280607 0.82308235064192559 0.26717324908531759 0.1161818288746872 12.909927823113319 0.12062581253849203 0.15639509032007481 8.1062935208392428
leaf_count=1245 273 3477 1963 235 386 10317 172 364 227 1791 541 247 1628 1415 12411 157 438 1953 519 332 224 961 4531 2869 241 5061 8640 310 126 85 34010 387 670 1242 769 228 160 1611 27329 33 6609 93 23 24 34676 196 95 20 4379 15 45 7856
internal_value=0 -0.00700698 0.00468464 0.025189 -0.0190006 -0.000994156 -0.0118625 0.00391873 0.0187572 0.00283706 -0.000638234 0.00316748 0.0305487 0.047958 6.07878e-05 -0.0152277 0.00352764 0.0302296 -0.0127919 0.0149729 0.0214858 0.010954 -0.00871174 -0.00660515 0.00112623 0.0085451 0.000159607 -0.00676022 -0.0646236 0.0523255 -0.00558521 -0.00133424 -0.0241444 -0.0145103 0.00864169 -0.0410749 0.0305941 0.00787843 0.00765252 0.0214529 0.00540028 -0.0137935 -0.0698966 -0.0132121 -0.0184309 0.00784092 -0.0532573 0.0117803 -0.00181924 -0.0633447 -0.0359514 -0.00659572
internal_weight=0 118.388 34.7391 7.52137 2.45029 27.2178 83.6484 191.168 12.969 178.199 103.511 70.3567 7.15345 5.10212 63.2033 11.6719 51.5314 4.23519 2.05133 1.33209 5.56899 10.5418 33.1542 31.5045 47.2962 24.3698 15.4483 22.9264 0.797726 2.42719 42.789 6.71162 9.77753 7.12789 3.13382 1.25163 1.89433 5.45999 74.6883 10.458 64.2303 1.91263 0.521363 0.344296 40.8594 1.39126 1.37354 0.383355 25.6176 0.719235 0.598609 42.114
internal_count=183609 94676 14485 2699 736 11786 80191 88933 3772 85161 49063 36743 4201 3043 32542 3362 29180 2391 1158 851 1469 3414 12320 11779 26789 13942 8881 12847 436 358 42038 2453 2838 2168 926 615 524 1838 36098 2160 33938 369 80 57 38153 289 350 115 8910 307 292 41866
shrinkage=0.1


Tree=61
num_leaves=53
num_cat=0
split_feature=1 9 4 1 12 1 7 11 0 1 6 12 8 0 4 5 5 4 8 14 1 7 12 7 5 5 4 7 5 5 11 5 8 4 0 9 4 11 5 8 5 10 6 5 5 10 8 0 7 14 8 14
split_gain=0.77028 0.568564 0.408278 0.423679 0.37012 0.355949 0.335044 0.303583 0.285179 0.334309 0.304094 0.262556 0.259399 0.245244 0.236146 0.781735 0.418507 0.361061 0.269849 0.281696 0.255849 0.245698 0.232565 0.244831 0.232873 0.227866 0.403275 0.240077 0.392711 0.389132 0.354475 0.361462 0.319476 0.282063 0.344193 0.29085 0.288515 0.41002 0.317833 0.282052 0.267147 0.257122 0.251807 0.227001 0.2268 0.226734 0.217917 0.227451 0.245446 0.217276 0.242253 0.215428
threshold=0.19044238328933719 0.045383648883924647 -0.044218375167034994 0.78340271115303051 -1.1402835107195333 4.0966097003547483e-06 0.098556387339825302 -0.0024161731748662501 0.0092746415175497549 0.17390509694814685 0.26240638940203348 -1.4663879529631412 -0.0020893607901691525 0.091759297996759429 1.3937804095445263 -0.033124816855144505 -0.048850725638270941 0.68618774321038345 0.055215482769123851 0.36390556715777728 0.067267496138811125 0.0056456980435084297 -1.5275676958325586 -0.15419685874965927 0.57711593778252201 -0.57301622461005775 -0.85694199852546904 0.0035315714836652258 -0.14021496972344774 -0.41267825887599424 0.025556160491980603 0.72509935908089462 -0.015552036528556646 0.68618150553910418 0.080505624413490309 0.0038646521976946516 -1.0181324927979041 0.0025340124875411021 0.49590471907115324 0.07177043005885754 0.23557400940150805 -0.068437263784424232 -0.30463826646505138 -0.21961764206725934 -0.525249290752418 0.11257276045350131 -0.085128280238896264 0.029591004364192489 0.07491193016125311 -0.020427908810539221 -0.017104648052786907 -0.071057110262611425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 44 13 -1 8 -6 9 10 45 -11 -9 -4 17 16 -16 25 19 -17 21 -19 -3 24 -24 26 -10 29 32 -27 31 39 -29 36 35 -35 37 40 -39 41 42 -30 -31 -5 -2 -7 47 -25 -49 -40 -51 -12
right_child=2 22 4 43 7 6 -8 12 14 11 51 -13 -14 -15 15 18 -18 20 -20 -21 -22 -23 23 46 -26 27 -28 28 30 33 -32 -33 -34 34 -36 -37 -38 38 49 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 50 -52 -53
leaf_value=-0.048355097040196554 -0.019876736520979266 0.057415944864504333 0.043424042138452273 -0.0037655359717443087 0.0048068328845754862 0.0097048649390260779 -0.040260158181123266 -0.022647890620482586 -0.14956626475561871 -0.18758543276115863 -0.073780750397935038 -0.031175081343254557 0.00039965830976109069 -0.022707032307888581 -0.036679932145492637 -0.0070406978185158162 0.055733813977215232 -0.026468292500402668 0.062333282578635664 -0.058963142976927188 0.0042510595858856765 -0.074278858426047159 0.032900078549379125 0.012882828569834418 0.14848983008535668 0.024013903552916348 0.04704161004821833 -0.061296892556087917 0.081255822054522669 -0.048678634766284527 -0.041207558249232161 0.070087983862436629 -0.011095251954404566 -0.012073042187107403 0.10357192295916035 0.1145883332322144 -0.016491785538794379 0.027652119422541279 -0.060224511041777951 -0.082290786380412026 -0.027550367886960678 0.0035730529927697503 0.009057389224737273 0.05075343663966423 0.013579734584508497 0.11258331948838854 0.012383553899803706 -0.0046491499343935963 -0.14328726727956481 0.092925626370601255 -0.022685899286717541 7.0150385728129922e-05
leaf_weight=1.8907605611657334 2.1989106580586002 1.275307647185399 3.2981312066212918 0.91717584669822816 55.398486796167617 22.580581519388044 2.6291395000880575 8.6063524456340037 0.095646879723062628 0.10646754538902314 0.72703370729868766 0.89045711711514641 11.257251804056066 0.66338690830161784 0.55726965319627186 4.9421323625956557 3.484735201112926 4.0722149319644805 0.4303176464018178 1.3095895330952769 1.7779772247868093 1.4623620758629838 0.85669438209697435 0.46821358952001624 0.20680275256745517 3.2038512352919488 1.3902381290317851 1.3991544875916595 0.41303900878483446 0.85553615827666352 1.7175338409197127 0.81653410631042689 12.198553617775357 1.4397801832528778 0.42096273612696666 0.18947349255904544 51.756850679611958 5.6723213821292111 0.77123170004233543 0.36130891908578533 6.3986262962648652 40.772292949204257 5.5848957918997133 4.478613036724254 23.830523072812866 0.19887283036950876 8.3045597885147799 0.22846367272723 0.27547956542548491 0.24440045209303207 0.57280423354131904 0.84116300808818667
leaf_count=760 659 327 1859 611 20368 9499 1236 4972 24 29 244 318 5959 478 446 4102 976 7258 243 674 1624 1535 225 146 14 2062 745 799 63 394 935 233 9342 360 124 55 54158 2303 264 143 2960 22222 2519 3856 12010 24 2641 102 80 97 194 338
internal_value=0 -0.00403487 0.00640266 0.0160441 0.00257551 -0.00538869 -0.00493839 0.00100383 -0.00441759 0.00541054 0.0077489 -0.0508427 -0.00959742 0.0322984 -0.00603223 0.00827222 0.042889 -0.00710146 -0.0127253 -0.0180522 -0.0287234 -0.0392963 0.0174069 0.0123833 0.057428 -0.00593766 0.0327837 -0.00636874 -0.00148825 -0.0100181 0.00309576 0.00490831 -0.0163334 -0.0114988 0.0249321 0.00372389 -0.0125441 -0.00237328 0.0165949 0.00359818 -0.0131082 0.00438648 0.0012761 0.0415042 0.0107419 0.0106892 0.00712034 -0.0372611 -0.0827127 -0.0227607 0.0131197 -0.0346067
internal_weight=0 195.792 110.649 31.4252 79.2236 184.176 182.285 75.2621 179.656 25.3446 24.3477 0.996925 19.8636 3.96152 154.312 10.724 4.042 143.588 6.68204 6.25172 7.31255 5.53458 11.6155 10.3402 1.0635 136.275 1.48589 134.789 57.6784 77.1107 44.0807 42.3632 13.5977 73.9069 2.05022 1.62925 71.8567 20.0998 7.26076 41.5466 12.8391 41.1853 6.44043 5.39579 26.0294 22.7795 9.27672 0.972157 0.503943 1.58844 0.817205 1.5682
internal_count=183609 132837 50772 17136 33636 129302 128542 31299 127306 10452 10105 347 10931 2337 116854 6441 1422 110413 5019 4776 10417 8793 3535 3208 239 99996 769 99227 33737 65490 23596 22661 10141 63428 539 415 62889 8731 2858 22428 5873 22285 2913 4467 12669 9523 2969 328 182 555 291 582
shrinkage=0.1


Tree=62
num_leaves=53
num_cat=0
split_feature=3 14 14 9 5 3 8 13 14 10 3 4 4 8 12 8 16 6 6 14 5 12 15 6 13 3 12 5 12 5 13 13 4 6 13 14 13 13 6 9 12 13 5 16 12 5 13 10 13 15 3 12
split_gain=1.02323 0.388421 0.364265 0.354152 0.426387 0.310258 0.281628 0.292584 0.326485 0.297384 0.310351 0.271252 0.270911 0.284246 0.267124 0.257343 0.250929 0.232371 0.230453 0.229818 0.227958 0.259773 0.232628 0.218536 0.21795 0.205851 0.200671 0.194531 0.282944 0.227283 0.263035 0.192273 0.191225 0.383949 0.246176 0.209949 0.245207 0.263684 0.209168 0.190428 0.190205 0.189436 0.197308 0.272106 0.274878 0.247055 0.242036 0.202923 0.193681 0.186742 0.186717 0.185487
threshold=-0.061557651963084929 0.4329572807943492 -0.21294829609905405 -0.0021865731144294722 -0.1105534105092726 -0.23776659253053364 -0.049377609700990935 -0.52284081793727777 -0.12599455732874856 1.0000000180025095e-35 0.23296671360731128 -1.53439834115907 -1.2991067296705119 -0.02261523054492702 -0.52258849355637182 0.0091886102960230011 -0.1173923776385609 0.48910433473868087 -0.0045923893244876647 -0.50687749982667263 -0.41267825887599424 1.0938195591232429 -0.13717576037080834 -0.14113652405919527 0.31524603558384706 -0.10184640949591993 -0.48520521408193995 -0.021853065160211571 1.2999687010805336 -0.1105534105092726 0.075575351178944802 0.18780508472437829 -0.90604842446464373 0.26240638940203348 -0.23792292773785337 -0.24656180632599692 -0.25924271717373415 -0.27100646366513609 0.3171427024875797 -0.00082715180059985316 -1.5848442912945429 0.72468967483530278 0.17292584983783521 -0.067379996231312217 -1.16376299317029 0.23557400940150805 0.66629024661023484 0.08268700010606593 -0.015631558615610729 0.10764537453530466 0.02580546168610454 2.1503390637000979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 5 -1 14 19 12 10 16 15 13 -9 -2 26 -10 -13 25 -8 21 -18 -22 -7 -19 -17 40 29 -29 -14 -31 -6 34 35 -5 39 37 -37 -35 -34 -4 42 -11 46 45 48 -44 -46 -45 -36 -3 -33
right_child=1 50 11 32 31 23 7 8 9 41 -12 17 27 -15 -16 18 20 24 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 30 -32 51 33 38 49 36 -38 -39 -40 -41 -42 -43 43 44 47 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.0049302888645072415 -0.04333587576153166 0.0014546684541391402 -0.048019432614515786 0.05982101455456218 0.030983742129479505 0.0090667492974344701 -0.11040210530266717 0.085147807805521988 -0.027340533840799954 -0.0052188598964026224 -0.032688680384872271 0.0035881678959005072 0.0097722883978864916 -0.042896210031381908 0.0021980389113783112 0.046467631872974265 -0.018079529222181753 -0.019814078758406014 -0.14045313661027722 -0.023225104521908298 0.016108790313467351 -0.10180972995654561 -0.0064979887233225959 -0.10888795299286269 -0.12728933916722257 -0.069940371875011467 -0.067662314242806054 0.024431867750930994 -0.012642843748986702 -0.043563651121496225 0.016962307458167927 -0.023164228554025206 0.061024960424661129 -0.11073248703622102 -0.0036834143688801411 0.023633206696681914 0.058265278238090273 -0.13879368012599189 -0.0088554979767723405 0.012815061216613086 0.07053004689058541 0.046721672723180299 -0.014800590148965337 0.0024680805100239598 0.0052979647313381312 0.018067874069360539 -0.17698356157257888 -0.10229579291765251 0.097539021765490785 0.061849220942454403 -0.050846264574020562 0.030964134202618839
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internal_value=0 -0.00497734 0.006708 0.0163878 -0.00231764 -0.041963 -0.00429418 -0.00355333 -0.00290994 -0.00486473 -0.0101035 0.00383768 0.00739917 -0.0296859 -0.0265036 0.0347567 -0.00782292 0.00296999 -0.0143818 -0.0310034 -0.00547567 -0.0379051 -0.00403843 -0.0839761 -0.0351819 0.00883639 0.0536305 0.0102223 0.0178201 -0.000439911 -0.0226396 0.0118382 0.0226996 0.0177797 0.0401465 0.0211348 0.0453694 -0.0186095 -0.0472277 0.0159082 0.0616086 -0.000695817 -0.00122226 0.00535589 0.00934809 0.0319639 -0.0186457 0.00434855 0.0727262 0.0145488 -0.0375205 -0.0060618
internal_weight=0 174.821 131.128 29.971 7.56442 1.98121 171.246 165.738 161.961 136.153 60.3239 101.157 25.8078 1.81379 5.50815 2.74257 54.8128 98.4143 0.762241 3.77667 48.9486 2.05835 46.8903 0.917741 1.55351 0.657511 1.98033 23.994 14.0034 9.99061 3.14105 5.58321 22.4066 17.5057 4.90091 16.6579 2.93125 0.490416 0.847849 13.7266 1.86623 75.8296 75.0139 28.3483 24.3148 4.38481 4.03354 19.93 1.09583 2.14315 3.57495 2.89167
internal_count=184585 131116 53469 9017 2655 987 127872 125275 120728 106463 43639 44452 14265 730 2597 659 37256 43793 181 4547 33191 956 32235 438 780 163 478 13535 6993 6542 1869 1668 6362 5415 947 5072 949 172 343 4123 453 62824 62291 16338 13858 2187 2480 11671 613 503 3244 851
shrinkage=0.1


Tree=63
num_leaves=53
num_cat=0
split_feature=0 3 1 6 15 13 6 13 10 4 6 6 4 8 15 3 0 6 6 10 10 9 6 13 9 6 14 10 13 10 3 5 9 4 1 14 14 8 13 6 1 1 14 0 8 5 13 15 6 0 5 3
split_gain=1.16112 0.58911 0.497998 0.456783 0.429453 0.419328 0.621639 0.411183 0.397971 0.442775 0.460894 0.432602 0.400825 0.367816 0.363091 0.348171 0.289227 0.285941 0.278981 0.256774 0.269239 0.365637 0.271797 0.256025 0.360199 0.247962 0.245242 0.244116 0.30731 0.242368 0.238983 0.238936 0.317661 0.253339 0.587267 0.273745 0.302759 0.321438 0.233272 0.228354 0.225785 0.297757 0.214894 0.489771 0.238482 0.214565 0.382512 0.359178 0.317937 0.214413 0.308291 0.212369
threshold=0.012360993772745134 -0.0075848933774977914 0.0099452347494661825 -0.022189464580518934 -0.089998995118417843 0.1044712655231138 -0.23912238392041915 -0.093043847028636426 0.042016092345792615 0.62986213721594753 -0.02542755998363511 -0.014173167683780056 0.69450260123354601 0.015200551642236963 0.10551376715380512 0.38958857720717793 0.11529603227972986 0.025828891250835043 -0.27274193918230899 0.059029569975341707 -0.0024590769957679556 0.010289333607421463 -0.30463826646505138 0.48339001251991476 -0.0078400737795077131 -0.12706412936184777 -0.23903087075538401 0.0063077106804581042 0.0095786563469014256 0.0025696994314975186 0.015558852173853667 -0.22938790340069778 -0.022893616131316331 0.68618150553910418 0.95733875036239635 0.19474076415213964 0.084333467218144734 0.07177043005885754 -0.19682352210942325 0.22056190525538538 0.72122400999069225 0.74287080764770519 -0.57297451296474833 0.036547299474477775 -0.049377609700990935 0.17292584983783521 0.20681861226902834 -0.32512466466497825 0.3171427024875797 0.031305572018027313 0.1850685764272747 -0.96365980355767522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 51 38 19 18 9 -2 16 -12 30 -9 25 31 -11 26 -1 20 21 -7 -23 -19 -25 -10 -6 -28 -29 -18 -13 32 -8 34 35 36 45 -38 -4 -35 -20 -42 43 -40 49 48 47 -47 -33 50 -44 -5
right_child=2 -3 5 4 17 6 15 13 14 10 11 12 -14 -15 -16 -17 29 23 40 -21 -22 22 -24 24 -26 -27 27 28 -30 -31 -32 33 -34 39 -36 -37 37 -39 42 -41 41 -43 44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.076507434148609804 -0.032798390226803822 -0.020972559744638092 -0.01549977944035911 -0.10774187022926135 0.032324787521010506 -0.028036253596999419 -0.040092833010665067 0.01153046661781428 0.055707976693621986 0.0020200159270505917 0.03683750554601626 0.06583310954871717 -0.045185217778256473 0.060357976842640437 0.087839546908498822 -0.046465895939824149 -0.066741792903302039 0.016926621373400993 0.038175994506729705 -0.09344927449071079 -0.0042127746205747781 -0.013722623515729372 -0.20566837197887874 0.033551747782870865 -0.066013107592486006 -0.038787253153338273 -0.022126539809995061 -0.05547813760695889 0.085161081346110529 -0.021397912544661241 -0.00088477147553910832 0.0064073466024503686 0.0045822135437774761 0.0088800527834132312 0.070029440424359338 0.040985034684268062 -0.0042571485364395175 -0.1514977560990477 -0.10666541688491232 -0.025290545942777742 -0.14640460659602408 0.0083484443712419434 0.0032767210386851794 0.13513173933858921 -0.003092367397355997 -0.12862200516853819 0.051020363761383442 0.014592894578144014 0.098877948941564986 -0.013132836760361647 -0.12030481306204686 -0.011056142581384508
leaf_weight=1.5910551744236725 12.478412563466241 5.9436479463402057 19.966964347699331 0.21516745175358565 1.2863844301455172 2.4169918006318762 2.0255682985734893 29.698751292325145 0.42006468999170454 2.275072663823269 3.0989719109711595 0.59934042015811151 2.0270649996618886 1.6112850167519344 0.65712912095477793 1.121340930707446 2.0878590670326957 26.302178975998689 5.7190056992922091 0.43053716952999899 6.1985039247483629 0.11536612690542825 0.20099617881351139 0.59810756543447496 0.87587635969975852 0.7424316158894716 5.6544422838087476 0.2143650670768692 0.46630404177994933 2.7366139471123461 4.1343570940698555 15.670318749221227 7.1889065506684329 5.4960648676715191 1.8830271340079878 3.1619281843522904 7.5086539947133124 0.13369409474398697 0.1013198894688675 3.0134959359274944 0.12347942340420548 1.0352964500762025 0.31901156321691759 0.28240765155715053 92.417798643213018 0.16416828155342944 3.9720753108367717 4.8309731817862467 0.36341213923333349 1.6757127949413186 0.52784415284259012 10.061694221125434
leaf_count=441 22309 3646 15944 66 397 1145 1022 11423 237 2329 1136 274 3961 446 369 1127 1732 8413 1910 55 3024 31 25 243 251 749 1812 61 182 2577 1694 9321 4755 3848 1474 1878 4036 14 41 817 22 378 115 82 60421 31 1755 2138 178 880 102 3268
internal_value=0 0.00942739 -0.00405101 0.0115457 0.00471973 -0.00203936 0.0043232 0.0193778 -0.0157041 -0.0185133 -0.00797941 0.00600966 -0.00818003 0.0140757 0.0294844 0.00827676 -0.027374 0.00994405 0.0389104 -0.0195206 -0.0157804 -0.0418178 -0.140083 0.0146501 -0.0256929 -0.00432018 -0.00720126 -0.0152946 0.0405873 -0.0411923 0.00777499 0.00939895 -0.00529616 0.0123309 0.0158483 0.0129659 0.0102312 -0.00717503 -0.00567606 -0.00324802 0.0300399 -0.0100852 -0.00361586 0.0694099 -0.00392382 0.0155533 0.0279283 0.0094511 0.00860933 -0.0341529 -0.0746324 -0.0132611
internal_weight=0 91.397 212.444 85.4534 45.6745 181.187 65.896 39.7789 31.2573 29.4377 16.9593 9.85973 6.76076 31.31 1.81963 56.5336 7.09955 35.3977 8.46884 9.3624 8.93186 2.73335 0.316362 27.7762 1.47398 1.1625 7.6215 6.33511 0.680669 4.82447 4.7337 55.4123 9.21447 46.1978 37.6883 35.8052 32.6433 7.64235 115.291 8.50956 6.87778 1.15878 95.3241 0.383728 94.9404 25.0009 8.96722 4.99514 16.0337 2.52257 0.846856 10.2769
internal_count=184585 32959 151626 29313 14693 114259 36674 14620 37367 36012 13703 7065 5929 11869 1355 32394 6638 11359 2751 4280 4225 1201 56 8907 494 986 2452 2055 243 4309 1968 31267 5777 25490 20825 19351 17473 4050 77585 4665 2310 400 61641 123 61518 13423 3924 2169 9499 1097 217 3334
shrinkage=0.1


Tree=64
num_leaves=53
num_cat=0
split_feature=3 0 14 4 6 12 3 3 13 10 9 3 0 6 6 6 10 15 15 11 15 9 3 4 13 11 10 13 12 13 13 16 16 6 10 3 6 14 11 13 13 10 3 0 16 13 9 10 14 6 9 4
split_gain=0.649354 0.562561 0.296576 0.283151 0.265644 0.467543 0.282899 0.311234 0.314333 0.294402 0.277563 0.492541 0.278588 0.278394 0.310939 0.331026 0.267221 0.249258 0.245904 0.235288 0.229797 0.22655 0.215121 0.240323 0.308589 0.194243 0.200853 0.18155 0.204041 0.233083 0.263131 0.184023 0.228188 0.17873 0.295108 0.182509 0.178041 0.177675 0.177006 0.285218 0.250193 0.210703 0.196202 0.288568 0.309043 0.284943 0.268623 0.250386 0.456112 0.202943 0.220698 0.214578
threshold=-0.052624158561229699 0.05592258274555207 0.29460870712839987 -1.5589597925999439 0.2604475303210681 3.6280312456611594 -0.35616391547955567 -0.18284398317337033 0.011455688195845354 -0.0052070710949033506 0.0076340677324793571 -0.92462930240435515 5.0045073294313631e-05 0.02185349083894773 -0.022189464580518934 -0.24580405555463994 0.038436286350170316 -0.25334058460777059 -0.44810409776103838 -0.0040701069650494748 0.09156349051394648 -0.0034400414095959891 -0.44060474447906012 -1.2197799634755904 -0.29821250946464434 0.0027697726241758844 0.00022848422355888943 0.34124310831561899 -1.0633889844894135 -0.14340003310592686 0.071391201610946406 -0.0031794798541332991 -0.071558498674374707 0.43475695074413029 -0.019551864784954884 -0.06352149415761231 -0.07755397947850183 -0.024117564038764902 -0.020631329687694901 0.35054480235785163 0.8069920363582116 -0.0031155725269509126 0.11554292030632497 0.055215045809745796 0.1668597921606314 -0.097776609651262711 -0.0054828563172386185 -0.068437263784424232 -0.056787764147564125 0.26066202452910742 0.056245623658889236 0.67709045053299077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 37 10 6 17 8 9 -8 11 13 -12 14 15 -1 -13 -6 -2 -16 -10 -4 23 -19 -25 26 27 28 -26 -30 -31 32 -32 -9 35 -35 -23 -3 39 -20 41 -41 43 44 47 -45 -44 48 -40 50 -47 -51
right_child=2 3 21 -5 5 -7 7 33 20 -11 12 16 -14 -15 19 -17 -18 22 38 -21 -22 36 -24 24 25 -27 -28 -29 29 30 31 -33 -34 34 -36 -37 -38 -39 42 40 -42 -43 46 45 -46 49 -48 -49 -50 51 -52 -53
leaf_value=-0.055886278636447351 -0.057751561904560461 0.10146136817562693 -0.038369657446429103 -0.012337228748554989 -0.081602030943654355 0.094636000696602746 -0.030157321813823856 0.0081434159969913916 -0.071677266248976038 0.03116124287809683 0.049043873517364132 0.0067909816308837374 0.014729819857397125 0.040081307670704419 -0.040215110169711861 0.054790441329765155 0.054562330483959524 -0.066440782339677235 0.013640538639188411 -0.14665716839472509 -0.0014175731864821627 -0.029201778462557129 0.043911683636834904 0.076558616504956337 0.055912071255281318 -0.041351410959140626 0.052093283760334758 0.068699470920752209 -0.091721643559420418 0.024476722457666304 -0.059448781733060119 -0.080163681649041196 0.038744189712350413 -0.10632458854322227 0.016081119065815337 0.026195398889558408 0.01503891412429173 0.0041744233021983627 0.10699331601187223 0.015060342625468032 0.083694649749338199 -0.067755026304452251 -0.028329375171613221 -0.0093450492633343849 0.023179747399419845 0.010374301837534388 -0.006301192134195676 -0.0099501232116581875 -0.059482933441766299 -0.0009542059952585962 -0.075136817452171156 -0.056439768906940239
leaf_weight=0.78625719047886422 0.83047229977455472 0.33749653681297787 4.5563192866416102 21.422043719480826 0.27497764080180864 0.46670697268564154 2.4360197531932504 5.6920359467640056 2.067750857360807 1.1335020767764969 2.6054131211549274 60.000833128889099 24.647591641528834 0.37004108326800622 0.40611250108486274 0.39065080629643489 1.1771243716721063 0.43132406286895175 10.729741604732679 0.450008346689173 0.60022127204501874 1.638003389111873 1.700966387012161 0.5980646082025477 0.44348493988945703 0.85753610603933328 0.89603418092883647 0.33509154098283023 0.336990103503921 1.4364459551143269 0.42885235062567406 0.54969702810922261 0.4865154615836218 0.50697823242808226 0.60728587967423642 0.12201177110546269 2.0024145644865694 0.40162751522439322 0.45561409388028551 0.42386995342894795 0.15472902767032781 1.0478166466418759 7.5538937649571407 14.420671898881208 3.0864185603563774 33.498880407944398 20.648013380669909 56.980966748389619 0.23836348564145637 2.714350827880025 0.28719702807029435 0.92048973593773542
leaf_count=161 342 56 4326 11958 90 49 514 1623 519 232 404 28955 8770 194 91 364 309 103 5126 59 131 1583 363 76 98 233 176 45 44 186 65 80 72 250 422 64 2208 110 95 190 63 373 8333 14901 1615 23808 24483 36632 76 1842 83 343
internal_value=0 0.00434233 -0.00503762 -0.0102227 0.00719381 -0.0025559 -0.00469736 -0.0139604 -0.0301311 -0.0106283 0.00959907 0.00597709 0.0180398 -0.0382689 -0.0527513 -0.0188834 0.00772557 0.00919929 -0.00404953 -0.0979916 -0.0559836 -0.0235524 0.0122989 0.00429831 0.009259 0.00207261 0.00977237 0.000146411 -0.00638955 -0.0151773 -0.00578789 -0.0353996 -0.00751305 0.000637311 -0.0335515 -0.080605 -0.00491187 0.0499235 -0.00375174 0.00771663 -0.0310921 -0.0440067 -0.00475897 -0.00288985 -0.00756491 0.00259029 -0.0122154 -0.00921675 0.0497561 0.00719197 0.00960869 -0.0152096
internal_weight=0 135.404 162.188 22.1612 113.243 22.4085 21.9418 13.1658 6.23749 3.56952 90.834 63.581 27.253 2.40307 2.03303 1.17691 61.178 8.77598 153.991 0.856121 2.66797 8.19674 8.501 6.80004 6.36871 5.77065 4.91311 4.01708 3.68199 3.2385 2.90151 1.46506 0.915368 6.92831 1.23628 0.62899 3.64042 0.739124 153.161 12.3562 1.62642 1.47169 140.805 112.603 60.7614 51.8416 28.2019 57.6749 0.693978 37.4209 33.7861 3.63484
internal_count=183288 56866 126422 12124 44742 5435 5386 3755 1396 746 39307 30133 9174 869 675 525 29264 1631 118305 150 650 8117 1541 1178 1075 999 766 590 545 447 403 217 137 2359 736 314 3791 166 117963 5752 626 563 112211 79395 38418 40977 32816 36803 171 26076 23891 2185
shrinkage=0.1


Tree=65
num_leaves=53
num_cat=0
split_feature=14 0 3 9 10 13 16 6 0 0 13 11 16 11 8 14 7 13 12 3 12 13 6 12 8 14 10 14 10 11 7 14 16 3 3 8 12 6 13 3 12 8 8 6 16 0 16 0 16 13 10 12
split_gain=0.611509 0.393045 0.241934 0.391904 0.288926 0.274002 0.31561 0.27844 0.253069 0.233798 0.229875 0.221234 0.317701 0.30221 0.29472 0.22099 0.220396 0.221315 0.46255 0.276101 0.274258 0.222999 0.216785 0.299546 0.211314 0.210657 0.20987 0.296026 0.29954 0.267111 0.273552 0.256907 0.284566 0.425468 0.345595 0.266201 0.228674 0.217699 0.313245 0.235899 0.196865 0.189784 0.201381 0.187478 0.185824 0.199127 0.184777 0.184626 0.265101 0.185428 0.261007 0.18397
threshold=-0.016681437776321379 5.0045073294313631e-05 0.11554292030632497 -0.0054828563172386185 0.046257404294351413 0.15760699779617499 0.12528526199242784 0.26066202452910742 0.0061463874299079188 0.1606767997145653 -0.11925440333177152 -0.031816480519949217 -0.048361853146219845 -0.0052706633708628353 -0.019447996206603469 -0.57297451296474833 0.15310886753271161 -0.019599405408389958 3.6280312456611594 -0.70024702834598418 0.72487265932670308 -0.070652449394064995 -0.21403563777909321 2.3337683541783205 0.085906999784987476 -0.35937732206301382 -0.0024590769957679556 -0.13999128022918417 -0.0095772643248404291 -0.0051321760260494816 0.014543193177860379 -0.37984973941129679 0.038097256520830063 -0.041654948610812419 -0.40342378197237844 0.010573130211789574 4.0405267549920918 0.26066202452910742 0.07345743175582882 -0.88539656996726979 -0.79344130206486574 0.005964075710457011 -0.0012384161476854322 0.1273983558317269 0.1910107688441002 0.00031033725827001041 -0.041145958303077358 0.000654503848636523 -0.17812426569239781 -0.22275072157057388 -0.014716077009008463 -1.1872766542555111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 43 9 6 24 40 -7 -5 -6 15 13 47 -14 -3 17 18 19 20 -16 -20 -15 25 -2 -24 27 31 -29 30 -30 -19 -33 34 -34 41 44 39 -39 -31 -8 42 -36 -4 -28 -46 -41 48 -13 50 -50 -27
right_child=2 11 3 4 10 8 7 -9 -10 -11 -12 12 14 22 16 -17 -18 26 21 -21 -22 -23 23 -25 -26 51 36 28 29 37 -32 32 33 -35 35 -37 -38 38 -40 46 -42 -43 -44 -45 45 -47 -48 -49 49 -51 -52 -53
leaf_value=0.025072655225416629 -0.0098494763447815135 0.056583959632083326 -0.042513042278022314 -0.045495877376142566 0.11531458455205607 -0.014800197093860257 0.036601253002115586 -0.045732226474089463 0.0074121700206017122 -0.0043632858902384036 0.0023245931688212996 0.036777914547834446 -0.011260981617460822 0.0066503494711117094 0.016480294763725964 0.010778676474745338 -0.075025550538910538 0.027643799980939035 0.005501350062942896 0.00098374495278649179 0.10908902928657303 -0.13074876376812439 0.028373899750964427 0.023667633428946837 0.041718417046159827 -0.0032916457159397183 0.019856958129670293 0.033939592129584716 0.046453933831359678 -0.10473126518984664 -0.054712055929903969 -0.00071413134972282059 0.0022594867460119304 0.026487063290088902 -0.11187593769014595 0.0089955646421754215 0.10436421065661515 -0.1248904311505676 0.062329725625210698 0.085556264499943149 0.0015606909772903992 -0.19321762512025042 -0.01489086803978079 -0.011033624658222607 0.1130475867088979 -0.02312371429054438 -0.0027790050933858925 0.0076542485297802394 0.029989724299690119 -0.019010788462587438 -0.13058842784263439 -0.027605202898540793
leaf_weight=8.0517552267165211 65.015709127369973 1.1387286447134091 5.6069082728427038 1.5106022987788552 0.32770288599203923 6.1754670456230079 3.2775142837326712 0.71069620123398625 29.85664807102421 14.493333730950779 0.37780766600917459 0.71474376966943998 10.304070622900779 4.771740511017927 1.0844473602828575 12.036774729966053 0.31146793799416528 1.4039203633919894 0.17191218985681189 36.024044491862242 0.44081179713248264 0.37082315899897267 0.83494564617468015 1.6630805650602258 0.78744982124408025 3.9382383733018385 20.924406643025591 4.6939919692426892 1.8920420646527421 0.20133645541500289 0.29561759078933381 3.5899109010879355 0.56548351313904333 0.65896976174826694 0.83415941316525299 0.23438886225631006 0.28870845371420628 0.31360302390385175 0.11004767650774738 0.22992760983288452 3.1260778172540986 0.20477654454589345 0.29395354359257864 2.8743259455259249 0.097575981504632092 1.6147062736308724 5.4495390257843574 17.683475630660723 0.13258917767961975 2.4119507173081751 0.34445389131724446 14.910836366674166
leaf_count=1293 47878 310 6463 1460 175 2620 1630 495 16470 18316 294 137 4587 2545 444 3912 115 580 74 22402 152 65 403 989 320 2772 10906 2331 1056 62 121 1839 202 429 305 91 41 77 63 152 2655 40 131 2924 14 770 2985 9135 30 620 56 9352
internal_value=0 0.00356168 -0.00557632 -0.0144051 -0.00550635 -0.00353298 -0.0070577 0.0129286 0.00359987 -0.00829147 0.0563362 0.00242827 0.00126161 -0.0053949 0.00466958 0.0148077 0.00666608 0.00699244 0.00141388 0.00275841 0.0441838 -0.0887738 -0.0125995 -0.0169043 -0.00922139 -0.0203503 0.0118308 0.00459561 0.0137182 0.00249375 0.032456 -0.010851 -0.0193723 -0.0432103 -0.0647855 -0.0887323 0.0184408 -0.0079646 -0.0757119 -0.00287282 0.0195465 -0.105811 -0.0872212 -0.0318895 0.0172647 -0.014293 0.00105035 0.00344801 -0.0171288 -0.0306074 -0.0864782 -0.022533
internal_weight=0 161.238 134.14 25.1907 16.7094 108.95 72.9174 7.11429 36.0321 16.0039 0.705511 153.186 140.011 47.4061 92.6046 13.1755 82.3006 81.9891 38.092 37.5493 1.52526 0.542735 26.1188 21.3471 65.8032 19.684 43.8971 20.9717 13.1861 8.49211 2.18766 7.78556 6.38164 2.79173 2.13276 1.56728 22.9254 6.30445 0.423651 5.8808 6.40359 1.33289 1.12811 8.48123 22.6367 1.71228 5.67947 21.2872 3.60374 2.88899 0.477043 18.8491
internal_count=183288 81588 101700 29632 20245 72068 52978 4780 19090 19776 469 80295 76073 26039 50034 4222 45447 45332 23137 22998 596 139 16061 13516 48198 12527 22195 10464 6847 4516 1177 3617 3037 1198 769 567 11731 3339 140 3199 4285 476 436 9387 11690 784 3137 9978 843 706 86 12124
shrinkage=0.1


Tree=66
num_leaves=53
num_cat=0
split_feature=2 8 4 2 13 6 10 12 7 13 14 7 6 4 3 3 12 8 8 7 14 1 1 6 4 9 8 8 1 4 3 12 7 1 4 9 8 4 10 12 10 4 10 14 6 8 3 13 12 9 10 1
split_gain=0.781403 0.379998 0.348977 0.391856 0.312006 0.331417 0.297495 0.335355 0.264984 0.288276 0.254213 0.249959 0.266209 0.406858 0.249665 0.248017 0.339399 0.311191 0.230371 0.468533 0.229593 0.355166 0.289291 0.257711 0.298337 0.24635 0.233764 0.22723 0.246479 0.22064 0.21289 0.211607 0.209963 0.261043 0.483871 0.26133 0.252907 0.236706 0.217243 0.209319 0.204129 0.201888 0.202951 0.197172 0.193108 0.18537 0.182526 0.179912 0.18898 0.183907 0.291778 0.175865
threshold=0.0060839660000056037 0.0037699234862297927 0.6832233793041812 1.1280690159765074e-05 0.55267924412856828 -0.24580542260388555 -0.035413537988185056 -1.2115684269317664 -0.00066854709955046024 0.071391201610946406 0.27450710240471043 0.020467090614552378 0.1515291421615452 -1.0949240173038122 -0.73734353948384512 -0.48026174361075386 1.4607079627190909 -0.0093453875580545454 0.001716932699042568 0.035077157799836646 -0.42890147155098618 0.81989970803260814 0.29389062523841863 0.20795942719341878 0.49347214596064976 -0.0090725535251314805 -0.028532055780011764 -0.028532055780011764 0.91673123836517345 -0.38665097325751585 -0.18940223380923268 -0.64962071283940193 -0.041177682155672669 0.029652743600308899 1.3517444133702383 0.064866231819504433 -0.085128280238896264 -1.2610333098730926 0.11257276045350131 -0.20779458747845667 -0.010567610106933608 2.1246048965242164 0.059029569975341707 -0.27198934953747111 -0.13632264048675821 0.010573130211789574 -0.14273745846003291 0.35054480235785163 -1.6887521673819659 0.095208073798154227 0.007563471057076279 0.83793056011199962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 8 5 18 7 45 27 -10 -3 12 -9 -14 -13 -11 39 -18 41 -20 21 22 31 24 25 -23 -22 -4 -29 -27 -19 -8 36 34 35 37 38 44 -7 -17 -33 42 -2 -38 -34 -1 -45 49 -49 -35 -51 -15
right_child=1 10 3 -5 -6 32 20 11 9 15 -12 14 13 51 -16 16 17 30 19 -21 26 23 -24 -25 -26 29 -28 28 -30 -31 -32 40 33 47 -36 -37 43 -39 -40 -41 -42 -43 -44 46 -46 -47 -48 48 -50 50 -52 -53
leaf_value=-0.13262611519169498 -0.012639148102836825 0.0023667403440233632 -0.048174946538446992 -0.0044661083329926013 0.018169028259975357 -0.059223140610872929 0.04570633891718992 -0.038686492609304755 0.025093119505375513 0.02125117834816799 -0.019139290882334802 0.063201482345664903 -0.085015163743492939 0.095506185295301416 -0.061160249167829708 -0.080103048430140808 0.023091619812028768 -0.14904379071781002 -0.035436221717257181 -0.18172852627248542 -0.0043423576450296658 0.08227739303695146 0.05800692713773449 0.050170219430140939 0.1156513493435638 0.075078282656429601 0.022897300055317281 -0.033232732772125191 0.048365703563486073 -0.12154825616087478 -0.046798136182171809 0.013599602084627028 0.080149383530621524 -0.0063499781424659037 0.022006943036491335 -0.12323512177043727 0.058686318098954519 -0.025446143114435694 0.064651392838616581 0.034586635980010501 -0.13653856430424516 -0.083728791501532535 -0.07770042546343478 -0.023009096530151131 -0.0073370166596683113 0.012731083535460304 0.016661548949446131 -0.12144224101113187 0.013208257202937668 0.0035910666382538005 -0.11885023580048476 0.014534521890552413
leaf_weight=0.31340624496806446 12.716200982603363 77.486967815800881 0.29119597189128388 32.138308149579643 4.4629063701104306 0.83758629941985407 0.20173882206290727 0.53268327996829556 3.0731501965419721 1.0204327293231474 5.8983542379173732 0.18101728166038811 0.19393830536864731 0.73124198119330619 0.89729114321380599 0.19003439060179517 0.24250451079569746 0.45795998629182566 1.9414634289933013 0.23171238414215611 3.5642401312215979 0.062145456897269469 0.8392212242797541 0.18301763386989478 0.0603835613510455 0.050278623652047827 26.789263493962153 0.39525783551653138 4.0254760095413076 0.7281658802712625 0.39637907932046801 0.14371293121075723 0.361638919132929 75.875158982108132 2.6110779510890998 0.24454475374113727 0.86149407834454894 16.624172665488913 0.15455013465543743 0.66525023593567301 0.21439357167037021 0.42680579045554701 0.48163966304127903 1.4492389179940799 0.74608665904998861 0.11543827896821313 5.5414619506036598 0.088577946124132612 6.0499551073380635 0.40350681273412092 0.35657582347630523 0.4291905695135938
leaf_count=92 7739 53761 34 11934 2560 353 93 224 370 116 5091 43 35 181 318 41 45 44 1327 19 1315 29 321 93 59 65 16052 70 458 283 74 56 150 47112 1750 88 200 22568 41 107 107 201 92 403 443 53 3476 36 3222 123 86 96
internal_value=0 -0.00444655 0.00716938 0.00106479 -0.00777513 -0.00868206 0.014393 -0.0137368 0.0175686 0.00368705 0.00084177 -0.00156273 0.02034 0.0437539 -0.0396039 -0.0184608 -0.0392238 -0.0755947 -0.022236 -0.0523687 0.0173065 -0.0118615 0.0213492 -0.0543817 -0.0761739 -0.0920422 0.019698 0.0352995 0.0409672 -0.10747 -0.103508 -0.0336948 -0.00677056 -0.00803607 -0.0181087 -0.0239513 0.00800564 -0.0224613 -0.0391362 0.0080029 -0.078471 -0.0173684 -0.0151138 0.0140363 0.0220313 -0.0945386 0.00840033 -0.00552748 0.0109237 -0.00684744 -0.0552389 0.0662229
internal_weight=0 215.852 79.1267 42.8959 132.466 128.003 36.2308 3.39421 10.7576 6.04571 83.3853 2.96536 1.88705 1.35437 1.07831 2.97256 1.95213 1.09684 15.7978 2.17318 32.8366 2.48306 1.39907 1.08399 0.900974 0.84059 30.3535 4.71193 4.42073 0.778445 0.854339 0.559845 112.206 103.361 20.5875 17.9764 8.84433 17.7319 0.992136 0.855285 0.358107 13.6246 13.1978 7.85219 1.10773 0.428845 6.9907 82.7738 6.13853 76.6352 0.760083 1.16043
internal_count=183649 150841 32808 13293 91989 89429 19515 1042 1359 797 58852 897 536 312 361 427 311 163 9378 1346 18473 1106 577 529 436 377 17367 562 528 348 118 256 80051 75578 24999 23249 4473 23161 394 148 163 8032 7831 4079 593 145 3879 50579 3258 47321 209 277
shrinkage=0.1


Tree=67
num_leaves=53
num_cat=0
split_feature=2 4 2 5 1 10 1 7 15 10 1 4 8 4 7 8 1 15 8 13 15 13 10 13 16 15 16 2 1 10 16 13 10 13 13 2 12 1 1 10 8 7 4 4 1 7 16 3 3 16 16 8
split_gain=0.737018 0.387944 0.349675 0.275992 0.613145 0.346396 0.319703 0.251267 0.294596 0.379928 0.353564 0.379395 0.260956 0.308666 0.24612 0.251537 0.237586 0.289685 0.227692 0.227664 0.226509 0.219275 0.237686 0.207687 0.329648 0.321971 0.20013 0.273562 0.330357 0.26683 0.357617 0.268789 0.318855 0.259432 0.208884 0.243281 0.241992 0.210155 0.198468 0.261036 0.193999 0.192077 0.23272 0.193853 0.191679 0.188721 0.231739 0.186673 0.217095 0.262353 0.337583 0.189383
threshold=0.0060839660000056037 0.6832233793041812 1.1280690159765074e-05 1.0000000180025095e-35 0.95101985335350048 -0.035413537988185056 0.9724332094192506 0.15310886753271161 0.18491931733251751 0.11257276045350131 0.008063143119215967 0.30690221047819249 8.810010870636654e-05 -1.6394749926323746 -0.00066854709955046024 -0.00026358584162609742 0.94358405470848095 -0.039104072349221405 0.028594184009172116 -0.19275752707897889 0.19005737271084897 -0.12441376288492553 0.020464810794191383 -0.086124431100654736 -0.24631674820409236 -0.070033142608572324 -0.031561884957492785 0.00027975301782134926 0.86848273873329174 0.00068675291306804392 -0.078791049229820873 0.244520459534291 0.0082889948336525056 0.04690758835343186 0.14023374861455565 0.00012462772428989413 2.4912358669663743 0.95733875036239635 0.65366470813751232 0.0077348170048664594 0.0037699234862297927 -0.014523682787083098 -0.87250221620371471 0.34051375084492214 0.9765773117542268 -0.074896659626991061 -0.0095920213580573416 -0.13768170482944694 -0.73734353948384512 0.057242843255570539 0.029599223324317463 -0.0039570165293741346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 5 -5 6 16 8 10 12 11 -2 13 -10 -3 20 17 18 -1 -9 47 22 45 24 -4 -26 29 28 -28 34 44 32 -32 -30 36 -36 -7 -37 40 41 -12 42 -40 -44 -31 46 -14 48 -16 50 51 -50
right_child=7 2 23 4 -6 26 -8 19 9 -11 38 -13 21 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 33 30 31 -33 -34 -35 35 37 -38 -39 39 -41 -42 -43 43 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.079359013791900232 -0.034462701097825559 0.033745738646614197 -0.084792658151066125 0.016157754245057426 0.078993481031736493 0.032221648833518822 0.088478820767737262 0.053241500752136309 0.096467550612656272 0.090673053480064186 -0.0069382348916223113 -0.0080154277933938058 0.0095877725597001175 -0.013594376122899508 0.012370847174662414 0.027009991542410478 -0.13370686260688991 0.011392463947093829 0.03508695119178281 -0.059163430950613494 0.086850124758681202 0.0035686765415704294 0.088130209490104305 -0.0077510378990723805 0.063824708989123888 0.0036536876793280405 0.076893125876307769 0.012517484171743294 -0.030031654979431489 0.040391475418893291 -0.12174032690826049 0.012818063142278471 0.0152539620979231 0.042112055615726895 -0.066683225974693602 -0.016557348236575412 -0.056972889218360481 0.045709376768868694 -0.14192225082947862 0.053022914341043684 0.00049207984273794212 -0.0010933862369775715 0.085617110177339459 -0.031139438023520202 -0.045915862283723567 0.027250618411484642 -0.15385486859635164 0.016584798229301683 -0.014216920056662903 0.046471777898537167 -0.16842644715783511 -0.095571000608521417
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leaf_count=287 15562 562 39 4349 1668 2029 52 109 47 160 65159 17468 81 4194 70 298 46 334 46 507 19 4701 251 10597 366 932 550 6306 269 375 243 188 85 612 228 958 158 566 11 837 33194 5510 299 129 166 2584 38 188 104 33 22 63
internal_value=0 0.0071436 0.000676968 0.0147923 0.0297339 0.00964247 -0.0241606 -0.00418467 -0.00389305 0.00681191 -0.00518518 -0.0161354 0.00483311 -0.00991334 0.01639 0.0030334 -0.0344012 -0.0246397 -0.0593364 -0.0444107 -0.0143359 0.0127155 0.0291205 -0.00455464 0.0157837 0.0232559 0.0134671 0.0209916 0.0436308 0.00239917 -0.0261313 -0.0625015 -0.0900162 0.0179136 0.011972 -0.0088341 0.0256755 0.00554558 -0.00348541 0.010424 -0.00435245 0.00406975 0.048215 0.0611756 0.0137517 0.0213163 -0.0463427 -0.0206344 -0.0356869 -0.0546843 -0.0696259 -0.0457196
internal_weight=0 78.4197 42.5038 35.9159 9.18443 26.7315 2.70759 214.44 212.916 22.9237 189.992 25.5091 22.4134 7.80581 10.6074 6.00597 2.49315 2.29001 1.16083 1.52423 3.48698 14.6076 5.21538 31.8965 4.32265 4.0363 24.0239 14.2918 3.87269 9.73204 2.43736 1.2696 0.92739 2.19932 7.29468 2.89915 4.39553 2.33471 164.483 9.63997 154.843 8.40545 0.864782 0.820769 1.16776 4.62735 0.363473 3.29583 2.34726 1.68052 1.46902 1.20354
internal_count=183649 32808 13293 19515 6017 13498 765 150841 150225 12056 138169 33030 11896 4241 1359 797 713 667 333 616 499 7655 2954 11934 1337 1298 12733 7737 1431 4996 1057 516 328 881 3939 1752 2187 1524 105139 6786 98353 5949 439 428 541 2703 119 480 292 222 189 167
shrinkage=0.1


Tree=68
num_leaves=53
num_cat=0
split_feature=1 4 2 3 2 6 2 4 5 11 12 6 2 8 4 1 6 14 2 1 16 16 10 14 1 11 1 3 8 4 11 4 1 1 12 1 5 12 3 4 12 5 16 5 1 16 16 11 11 11 16 12
split_gain=0.914816 0.374123 0.356843 0.569693 0.334379 0.315747 0.379758 0.363001 0.589178 0.303065 0.297071 0.287509 0.423817 0.26611 0.36952 0.500004 0.298003 0.266925 0.264436 0.262463 0.254144 0.300651 0.287364 0.28328 0.292907 0.25812 0.25388 0.239739 0.455409 0.23866 0.23527 0.230007 0.423328 0.413447 0.452839 0.737099 0.378483 0.312754 0.296216 0.310225 0.304839 0.295648 0.275796 0.242788 0.331308 0.239305 0.325091 0.234819 0.322815 0.233996 0.233102 0.229313
threshold=0.08815039694309236 -0.94915553926447316 0.048562526702880866 -0.00287113687954843 0.09003563225269319 0.23553204088130059 0.075373120605945601 1.307106171016563 -0.033124816855144505 -0.0073198393918762388 -1.4525114484971628 0.27779682668614292 0.12008363753557207 0.00035046588477714521 -1.2991067296705119 0.26071089506149298 0.46470522414568399 -0.03728942347724875 0.014844927005469801 0.00027636368758976465 -0.047263775840487861 -0.021086240027610077 0.021372620084249613 0.01541093219269073 0.11462927982211114 0.0038818651535711293 0.085195112973451628 -0.27850547590060154 0.0032254707783640284 0.49347214596064976 0.0095567452921482225 0.31914994416104109 0.55497109889984142 0.99597120285034191 0.46877901121311033 0.99751281738281261 -0.17024928278985682 1.677143046531308 -0.25686473399400706 2.2221125668091379 -0.069060375987248984 -0.38747185212339413 -0.039141566162660062 0.41636233329028677 0.99507576227188121 -0.15326359670042566 -0.17812426569239781 0.003308655760116136 0.0036872718592746152 -0.0013943423799501733 -0.05615686843172555 1.970836192542385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -4 13 6 -3 29 19 18 -1 12 27 31 15 20 51 -18 -7 -9 -15 -22 23 24 25 -23 -12 28 -11 -8 -29 32 -2 38 35 -35 37 49 39 43 -41 -36 -38 45 -45 46 -33 -40 -49 -34 -37 -16
right_child=4 5 3 -5 -6 9 7 8 -10 11 26 -13 -14 14 16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 30 -30 -31 -32 33 36 34 41 50 42 -39 47 40 -42 -43 -44 44 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.025609649448201197 0.002641042733970022 -0.005132022136440581 0.028215370156409667 -0.0035784526684777742 -0.0060328391733015241 0.083447213123656716 -0.021819923374746485 0.0026143102314294866 -0.021740673245814246 -0.11979900416934193 -0.010009623499849553 -0.027839989004826943 0.025091466388273614 0.04342302073640144 0.021066037646572323 -0.13771408284375483 -0.0037003945750777537 -0.10109427620473593 0.01188986878296216 0.053278837299061015 -0.13808517150738622 -0.11106476097126355 -0.10658406213596044 0.069726166564084868 0.036874143961625264 0.012207283405349661 -0.075941350743152197 0.00022708896395678098 0.054364115596917229 -0.049964940348183988 -0.064817837216137014 0.0044169094226082671 -0.013325416142386066 -0.10567389764038458 -0.074206325165493164 -0.038256133313232278 0.06178696045106033 0.053160509827359294 -0.010918201492519502 -0.087003739305408057 0.068639914334181776 0.035668161449854761 0.022842589341299502 -0.010701793359532599 -0.11715799191341586 0.016240454573512107 -0.11490229698473296 -0.18170194471710707 -0.0286548478756753 0.038676217448398643 0.065488209910088274 -0.00216000440245858
leaf_weight=2.3265039901780282 30.150224305653865 39.747796535564248 10.220850869778589 12.528929363398673 21.315820451930449 0.76935738270003939 22.77046102111672 2.215532959686243 6.9074803021931057 0.46999144332949061 16.351299874530927 3.4716934389793996 5.6871315142680032 0.75324794983498655 33.98430635199702 0.30197544637485396 1.2435980230729908 0.34665335537647379 1.5235028146544207 1.8842749120667575 0.18973034058581206 0.41397630063602064 0.25291548683890153 0.45961090695345763 0.4907765022435342 0.27483745850622654 0.58871655688562796 6.5701043593289814 0.20467112932237796 3.4735670839691002 0.58989489460145694 0.68789466335147154 4.5621520119848347 0.67730850698899103 0.23886954589033838 0.31596512594660453 3.0894470196683415 1.1602805517904924 20.660609522645707 0.12588735956524022 1.1516151223913773 6.2161579857611287 4.4699998601658972 3.9139414015153315 0.29886251982679812 7.9084908968698002 0.32329252766066729 0.17052348241122572 0.54931453895551385 1.0494251418185747 0.61193624932730017 4.8547106226051246
leaf_count=806 14054 28952 2987 7973 14710 330 35310 773 5437 66 5085 4019 3022 195 16279 46 604 152 1134 804 42 109 64 114 132 67 122 2089 32 9355 218 281 1893 228 66 122 2142 528 10667 33 151 1827 3490 528 34 3578 108 39 308 633 227 2052
internal_value=0 -0.00563354 0.00223927 0.0107164 0.00558427 -0.0090688 -0.0119342 -0.0191864 -0.00393549 0.00237161 -0.00777111 -0.00224625 0.00435254 0.00746224 0.0138567 -0.0191275 0.0164233 -0.0258049 0.0363532 0.0260279 -0.00572491 -0.0237224 -0.0110881 0.00462154 -0.0213975 -0.0628001 -0.0123774 -0.0107242 -0.0669246 -0.0255761 -0.00527756 0.00430629 0.00937131 -0.000833297 0.0196028 -0.0277094 0.0235099 0.0063124 -0.00544301 0.00563445 0.0523289 0.0314116 0.0388652 0.00102817 -0.0187098 0.010369 -0.035044 -0.0129075 -0.0683807 -0.00351006 0.0301071 0.0181632
internal_weight=0 138.302 42.0163 22.7498 153.214 96.2855 76.9991 37.2513 11.0073 19.2863 19.2665 16.9935 13.5218 131.899 43.5663 3.13707 40.4293 1.59025 2.29286 4.09981 2.83509 2.08185 1.89212 1.6392 1.17959 0.688814 16.94 7.83466 0.674663 26.244 7.16 88.3322 44.4815 43.8507 8.06024 1.60521 14.3313 6.77186 35.7904 14.41 1.2775 6.45503 7.55945 13.1325 4.2128 8.91968 1.01119 21.3804 0.719838 5.61158 0.927901 38.839
internal_count=184017 108514 16973 10960 75503 91541 80631 51679 7014 10910 6013 9446 5427 60793 19856 769 19087 756 1464 1577 723 528 486 422 308 176 5207 2405 98 44665 2307 40937 22740 18197 2470 577 8686 3054 15727 4713 184 1893 5632 4529 562 3967 389 11014 347 2526 349 18331
shrinkage=0.1


Tree=69
num_leaves=53
num_cat=0
split_feature=1 0 2 12 6 2 0 10 8 9 1 12 7 6 2 6 3 9 7 8 16 6 6 2 10 10 0 7 6 10 11 9 9 16 16 0 12 2 11 16 7 9 9 2 1 3 7 2 7 10 0 11
split_gain=0.876241 0.547948 0.357743 0.325667 0.284392 0.275394 0.272835 0.269496 0.326195 0.276536 0.265978 0.249784 0.229123 0.235346 0.316646 0.270441 0.222865 0.222763 0.221305 0.201492 0.195247 0.18926 0.183044 0.178741 0.196046 0.218763 0.177447 0.176896 0.176069 0.289738 0.31464 0.260052 0.277336 0.195725 0.233634 0.176958 0.175064 0.174748 0.17384 0.208952 0.237585 0.234758 0.19423 0.192669 0.228025 0.197615 0.188406 0.166891 0.165391 0.252625 0.180343 0.163354
threshold=0.65366470813751232 0.00031033725827001041 0.10388004034757616 -0.43072668066728964 0.24126380501896147 9.922081153490582e-05 0.15459697693586352 -0.00069131482458484447 0.005964075710457011 -0.012980145532237837 0.015812248922884468 -1.3464067681908365 -0.0184035077837417 0.2604475303210681 0.00092532148119062196 0.27092136782564669 0.54976712446659814 -0.063640142605137881 9.7795647830713046e-05 -0.0046305875190675852 0.043067053563352241 0.27779682668614292 0.55850383340318654 0.020815444178879264 -0.014716077009008463 -0.083069443901598913 0.09421201050281526 -0.01143371975073346 -0.20289109661721144 -0.0033161332637840252 -0.0098837273484481489 -0.011537141673796308 -0.0013766853655138183 0.083293457152314815 0.070015322690777676 0.0029654807876795535 2.921088899626096 0.040816280990839011 -0.023311942836266999 0.015111173727804987 0.098556387339825302 0.095208073798154227 -0.022893616131316331 0.080198258161544814 0.33149835467338568 0.058318922179751105 -0.098816667151112383 5.6117642088793225e-05 -0.085602060938463301 0.030664816083669885 0.02106235641986132 -0.0011564637809600184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 51 18 21 12 11 20 -1 -9 23 19 15 -15 38 -8 -5 28 -10 26 -13 24 25 -2 -6 -21 -14 -30 31 -31 35 34 -32 -33 -28 -7 -3 41 48 42 43 44 45 -40 -44 -48 49 -41 -51 -4
right_child=7 2 4 5 6 37 17 8 9 -11 -12 22 13 14 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 36 -29 29 30 33 32 -34 -35 -36 -37 -38 -39 39 40 -42 -43 46 -45 -46 -47 47 -49 -50 50 -52 -53
leaf_value=0.12385598419642488 -0.080312205043031909 0.012002439380465026 -0.0033444329722808995 0.085929753963928615 0.017296305302742284 -0.028179664449803261 -0.052835730727944709 -0.052109734425354021 0.05227841755250609 0.071762081819809587 0.033024271306631346 0.016826246626112918 -0.01724406771908293 -0.0038077783659711006 -0.039712900065585921 0.07861585970280538 -0.044275846228263277 0.024706235407092329 -0.0040892889489818852 -0.044374497363971546 -0.12633108059732667 -0.030151154732582976 0.10672571964863616 0.094718881301532179 -0.013064870281559776 0.051358295323473607 -0.011417813694690962 0.018508218776211317 0.013488429708239597 0.071720733833594077 0.0011841657176976349 0.020917988664810431 0.010230261172334658 0.12265062936584895 -0.18692757625660023 -0.17408128785181384 -0.11364715404785178 0.061795467725821868 -0.00036239118805828698 0.0026045948326642119 -0.033570210263769509 0.041062527962677099 0.047637059099073252 -0.071802861064168749 -0.098753169156219844 -0.059920366197018696 0.041338519970079347 -0.0053906899961252254 0.0041579309471974652 0.018631784470308804 -0.12716219612730637 -0.016707016460871523
leaf_weight=0.33392202972026996 0.12058030097978245 10.36642773805397 12.249198539996767 0.53178819780259645 2.8866669778844862 2.161706603781568 0.38131203087141319 0.50659438064122397 0.099965732370037697 1.7519562739616945 4.4267968132990063 18.80551885943169 4.1905219892323649 5.3797949833096919 2.5840491210965411 0.41219704500599608 1.1539363700780985 5.408165501466101 0.54001954607883818 0.44550633056951383 0.11478783799248049 2.7581402565988355 0.2123653065864336 0.38092563305690408 0.98228941792331093 1.7126541761108454 1.1153874519377494 14.285037456945021 9.5350731411836005 0.078459341668349225 0.89325153411118552 0.049063375139667187 0.14011923371072033 0.10256744228900061 0.053680647997680353 0.35904047062285827 0.18065026990370814 0.2229921457110321 3.4107791638725748 0.7386463277725841 1.7567756333264686 1.0704578981931252 0.6730334405292514 0.72254541296388186 0.29541214217897493 0.64832548436061177 0.75564891109388455 67.397473630338482 66.632746268014671 0.10685410781297833 0.3295274741249159 36.242860741220966
leaf_count=59 31 4110 12309 83 1427 616 368 296 73 775 924 8206 1463 662 868 319 1300 3420 97 234 47 2907 90 170 245 460 524 7906 5531 41 779 24 77 42 14 78 46 54 1602 259 682 261 286 384 156 473 209 41595 34241 23 62 47109
internal_value=0 -0.00240642 -0.00336578 0.0229141 -0.00984293 -0.000465349 0.00345537 0.0109154 0.0200085 0.0586646 0.0398279 0.0160653 0.00622313 0.00408022 -0.0107322 0.00227837 -0.000823946 0.0194545 0.0412411 0.00820157 -0.0455272 -0.00990521 0.0179278 0.0318756 0.0228378 0.0420166 0.00351565 0.0165557 0.000201718 0.00673937 -0.0313944 -0.0864042 -0.110561 0.00233644 -0.0126951 -0.150742 -0.0269986 -0.0193751 -0.000495267 -0.00139297 0.00255395 -0.00505486 -0.00573247 -0.0245746 -0.0164806 -0.0100926 -0.00433662 -0.00486204 0.00349832 -0.0334158 -0.092124 -0.013334
internal_weight=0 225.498 217.281 8.21723 61.2224 3.45651 12.7303 63.196 21.4912 1.96671 4.76072 19.5245 41.7048 38.5084 8.37604 5.79199 156.059 5.78948 1.07181 30.1323 0.214754 6.94084 19.0179 3.19645 2.81552 1.83323 4.1827 14.7305 15.4018 11.2113 1.67618 0.626682 0.548223 1.0495 0.946932 0.408104 1.29604 2.3847 154.905 144.538 69.5645 74.9737 73.9032 5.07706 4.35452 4.0591 68.8262 68.1531 67.8078 1.17503 0.436382 48.4921
internal_count=184017 155586 153753 1833 68110 850 8692 28431 9487 895 983 8592 18944 18038 1849 981 85643 3788 180 16189 120 4904 8296 906 736 491 1997 8140 8049 6586 1055 220 179 835 793 102 570 670 84343 80233 35267 44966 44705 2615 2231 2075 42090 41804 34585 344 85 59418
shrinkage=0.1


Tree=70
num_leaves=53
num_cat=0
split_feature=2 9 5 4 1 16 6 6 10 5 4 5 1 11 5 8 7 2 4 11 1 7 14 11 1 9 6 7 7 4 1 11 10 10 1 6 4 2 4 8 16 11 11 6 7 7 1 9 7 10 11 14
split_gain=0.543679 0.364621 0.362424 0.32706 0.326373 0.295291 0.284123 0.456435 0.3129 0.285282 0.290805 0.277653 0.266326 0.263666 0.261251 0.361794 0.30707 0.300529 0.341895 0.294023 0.253676 0.447121 0.298956 0.248557 0.243484 0.362834 0.262809 0.261739 0.257359 0.242285 0.413343 0.235067 0.228872 0.377114 0.223966 0.222874 0.220567 0.220374 0.364577 0.359116 0.30598 0.219074 0.315295 0.213084 0.247341 0.233275 0.279524 0.233252 0.210551 0.207916 0.206527 0.204239
threshold=0.00059602572582662116 0.064866231819504433 0.43288970235344332 0.31914994416104109 0.0012419348931871357 -0.073001861884212718 -0.046073481830294062 0.041425050241138371 0.0042754698113491923 -0.24444196253454328 1.3517444133702383 -0.031225203909595892 0.88155543804168712 -0.0037612352569161077 -0.23962091907401842 -0.085128280238896264 -0.0010612975598072287 0.18603847920894626 1.4273210464593211 0.010743224239127594 0.76403465867042553 0.013000737337923457 -0.20212144803986767 -0.043407433478737704 0.91673123836517345 -0.012980145532237837 0.55850383340318654 -0.020391205686078055 -0.012352425896522587 -1.2410112220967833 0.50978776812553417 0.0010172885610477864 0.007563471057076279 0.038436286350170316 0.44576404988765722 -0.38754491924020534 -0.29861105815100009 0.0020407233387231831 0.6648438914581043 -0.0046305875190675852 -0.14126773977779444 -0.0058243114076634017 -0.0056796906653834465 0.33396705274152294 -0.01172850939352787 -0.060151735319990275 0.57883155345916759 0.0092647686667582819 0.0074437535305866076 0.0060110669719180545 0.11227661632789095 -0.71820458063899328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 20 6 50 8 9 -2 -8 -11 -5 -7 24 15 -15 17 19 -19 -16 21 34 36 51 27 28 32 -6 -26 30 41 -9 -27 -34 -1 -21 -22 38 -31 -40 -41 -29 -43 44 45 -37 47 -47 -17 -25 -3 -13
right_child=1 2 -4 11 13 12 7 31 -10 10 -12 23 -14 14 16 48 -18 18 -20 35 22 -23 -24 49 25 26 -28 29 -30 37 -32 -33 33 -35 -36 43 -38 -39 39 40 -42 42 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.038758080961366667 -0.05054599998501437 0.057132239970679483 -0.042553677453950993 -0.0069666717526820484 0.0042695825950609841 0.0054398448191306055 0.11205142401080746 0.034776948298641849 -0.010579574785648988 -0.05830456645276777 0.028690666475525109 0.098251983737502713 0.12353823511020337 -0.075531431709489727 -0.0040333347215599806 0.001184554040912271 0.006388417781917558 -0.029998301589454518 0.039791282533884524 0.11453805437723637 0.099662751936204386 -0.020725970166599605 0.031549486868789597 0.01915852856544871 -0.028632749943056854 -0.0018033107406489725 -0.14702667452130411 -0.016981780066930779 0.098869965151293815 -0.0093818499079911747 -0.17518350352151527 -0.028657060644504143 0.083641789635276631 -0.11158103995782678 0.095545573420675378 0.034856637256159548 -0.028136741992381926 -0.0063143183518582884 -0.024947801381281109 0.065945973055711274 -0.13961841746555917 -0.16345040971931463 -0.037962796527961223 0.085743750181455802 0.046582457648673088 0.010392203952348219 -0.16174313952142777 -0.047536591354040231 -0.017624925343467036 -0.018384747007629036 -0.041733496860542618 -0.023033189986522439
leaf_weight=1.5172042617905379 3.8261286658125782 2.705690212997069 0.88610340604100279 11.400049643123564 11.677234000839233 5.0428622151066493 0.32515200177476833 0.64655541511729087 4.0189837284042369 0.43670604270050573 2.4977074238777277 0.12965974355029208 0.18097982624385611 0.76851344940223754 35.899480182802108 14.37683561662516 75.959338899273462 6.4864977578129119 0.7715823235503193 0.21876199824873754 0.12904546134041073 0.74708431633007411 3.1999886555081503 18.019194828280895 0.19719598339725053 6.5503979394525214 0.099057133931637398 7.0069006160101699 0.66661599132021354 3.2840056106988404 0.16860357327095776 4.9735884739980065 0.65464522260663205 0.10036533905440592 1.3313102188403716 1.2646671695729303 1.750919036687719 34.989261798850066 0.93716915421464364 0.070760369937488576 0.65730704318048061 0.22844957646157116 1.1831509022249491 0.38634709596726668 1.4217109682494991 2.0039247089653149 0.10830866303876963 1.0428436235697516 10.134587259784892 1.5927330308732042 0.21665241083246645 2.5157779024011679
leaf_count=759 4569 724 295 4464 6740 1473 393 951 4157 2041 1169 15 122 333 24576 12791 48640 12421 646 74 204 390 1640 4527 123 3701 27 2533 551 1803 12 5681 368 36 425 464 693 22174 485 32 208 25 448 364 760 1036 25 512 6399 313 57 478
internal_value=0 -0.00208353 0.0176152 0.0101867 -0.00283858 0.0242377 -0.0162965 -0.00402957 -0.030141 0.0256573 0.0154735 0.00571719 0.00993233 -0.00181106 0.000525149 -0.00874616 0.00239273 -0.00372602 -0.0225009 -0.000500006 0.0274799 0.047747 0.0130195 0.0122141 -0.00695659 0.0091201 0.00189572 -0.00916659 0.0697724 -0.0124003 -0.0276253 -0.0212737 0.00426343 0.0557403 0.0657225 0.0191337 -0.0185215 -0.00911603 -0.0288305 -0.066686 -0.118555 -0.0243108 -0.0600336 0.0154693 0.0105778 -0.00114265 -0.0156857 -0.00959468 -0.00659955 0.0160958 0.0495968 -0.0164788
internal_weight=0 245.072 9.03229 42.333 236.039 8.14618 16.7248 8.87971 7.84511 3.25957 2.93441 33.6574 5.22384 219.315 150.843 25.2799 125.563 49.6041 7.25808 42.346 8.67555 3.5956 5.07995 22.2574 68.4711 8.26828 7.40447 60.2028 0.863812 48.5256 8.5871 5.62014 7.30541 0.755011 2.84851 6.44656 1.87996 39.9385 4.94924 1.66524 0.728067 8.4185 1.4116 6.2278 5.84146 4.41974 3.15508 3.04677 24.5114 19.6119 2.92234 2.64544
internal_count=183847 169939 2671 13908 167268 2376 18961 10235 8726 3603 3210 9797 1595 148307 109041 19523 89518 40878 13067 27811 4111 1574 2537 5333 39266 4806 4132 34460 674 27720 3018 6632 4105 404 1184 3235 897 24702 2528 725 240 3006 473 3161 2797 2037 1573 1548 19190 4840 781 493
shrinkage=0.1


Tree=71
num_leaves=53
num_cat=0
split_feature=0 1 13 5 9 1 9 16 3 14 1 1 13 5 13 1 9 1 14 5 3 12 3 15 14 7 7 8 1 14 8 1 16 0 5 0 1 0 8 12 0 5 0 15 12 9 12 14 14 13 7 9
split_gain=0.574196 0.376672 0.304941 0.383992 0.322241 0.315334 0.305493 0.273277 0.265109 0.319005 0.288818 0.250628 0.241593 0.238133 0.270404 0.23375 0.255884 0.232431 0.22742 0.277932 0.318358 0.216564 0.213871 0.195011 0.270526 0.332961 0.453049 0.252129 0.239955 0.226646 0.214196 0.193887 0.337768 0.244956 0.195851 0.194641 0.382241 0.187153 0.186085 0.183336 0.183303 0.17732 0.176066 0.17604 0.21566 0.175341 0.174062 0.170668 0.223855 0.170402 0.170128 0.169296
threshold=1.8220578567706983e-05 0.014148350339382889 0.044891174470704447 -0.22524015370372527 -0.009801281576032923 0.99876272678375255 0.1291378745567647 0.013485556789043077 -0.92462930240435515 -0.57297451296474833 0.9968472719192506 0.72122400999069225 0.72468967483530278 -0.4975004622616036 -0.090679987324508451 0.83793056011199962 -0.004733252775327536 0.98641988635063182 0.1085984242793112 0.41063039007622643 -0.81289954809471954 0.21220372682229713 0.087097891140729203 -0.099339609693796155 -0.034503320143879926 0.041526306462323213 0.03702449205347897 -0.00726911398891585 0.037031311541795738 -0.04124520533819629 -0.0053770668640630301 0.99814778566360485 -0.027145985335816639 0.00015596879529766741 -0.4706779228295675 0.049718782305717475 0.65366470813751232 0.0024143621558323507 0.021906379002971575 -1.2793445120110554 0.043267773464322097 0.37365033150889004 0.00031033725827001041 0.30497177147302656 0.77437024762862994 0.0072905700828843865 2.2878857893258986 -0.18302234094387582 -0.15945066302975444 0.4642405983661268 -0.0028383439031413652 -0.075544567233527302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 13 6 4 17 8 -3 47 10 15 37 -9 18 14 -2 16 -10 51 19 20 45 -8 46 28 27 26 30 -25 -21 50 49 33 -33 -6 -35 36 40 41 -14 -30 -36 -5 -15 -22 -45 -11 -20 -1 -49 -26 -29 -4
right_child=1 2 3 5 31 -7 21 11 9 12 -12 -13 38 42 -16 -17 -18 -19 22 23 43 -23 -24 24 25 -27 -28 29 39 -31 -32 32 -34 34 35 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.075558129463377532 0.081635464910295441 -0.0035640494399159501 -0.061632997524921351 -0.046065874545211716 0.051247652647715851 0.071662994096592547 0.042527531697992636 0.032654999914758481 0.099226967440976102 0.035353814068515454 -0.10877247620605608 -0.052815153015130283 0.043533019284674783 0.075100508981748179 -0.010847930571563186 0.065634933520824376 -0.038760796692846398 -0.095610407053853028 0.00027793090501231034 0.060112091792123394 0.010140463096410134 -0.1032617957200439 -0.03860310784947802 0.0068696345105055722 -0.024552257201166064 0.088562061961058577 -0.1297091148997202 0.02080653797482147 0.040707972060826964 -0.11819320237763137 0.029993447728707309 0.043957131590057402 -0.11229168383404564 -0.022662176694788438 -0.013919850529941297 0.02367081856059099 0.02750558311841015 0.072121591748220484 -0.083482978141406164 -0.041047214077967298 -0.081117994733130624 0.085340029166708312 -0.012228983898989713 -0.0070305616209111804 -0.11465756881757064 0.11409654790711965 -0.071484084354367927 -0.064382851684865725 0.044043560325665893 0.12028774153043427 -0.032756162716845678 -0.014242895589436503
leaf_weight=1.5633930730236896 0.57676692325185286 117.87076455306033 0.84719509921706038 0.77133255000171519 0.95621345208564967 0.72755035138788926 1.9572190225735533 0.86874150428775443 0.16151979788628523 1.1851451383754383 0.37833767039410293 0.54215977627427492 2.2896834111697895 0.21510342654437309 0.66767994841393263 1.5424085547965658 0.52087267231581735 0.41891800649864297 12.923425781222246 0.28545372759799947 59.506402194680057 0.09097164386184875 1.7531901096235731 4.1526459931847057 1.351277728572313 0.58596241027407803 0.20485048327827815 0.73153235701465824 0.28946057464963848 0.24621394558926102 3.3658202249298457 0.20582667655435216 0.36127919118371288 3.1256572115453336 4.5359264334856508 3.8777316419586896 2.5478533974101083 0.21077862250422186 0.10549501463174227 2.8327587545645656 0.42994284754968237 0.10160345077747479 35.315159775202346 0.88352775860584987 0.21919096633791924 0.36678608147303737 0.32947788302772174 0.21058656725290337 1.1731061458431207 0.068998706265119725 2.896328823404474 6.0566251261479946
leaf_count=233 335 71327 507 361 208 367 432 148 60 588 93 124 1390 81 480 398 217 168 6244 120 35866 20 1580 994 394 130 28 150 101 43 1012 89 104 1138 2790 3406 1739 119 43 763 222 36 44237 377 77 124 181 30 188 16 598 3371
internal_value=0 -0.000719417 0.000701303 0.00417071 -0.00737864 0.00684343 -0.00289642 0.0357868 0.00636057 0.00698866 -0.0356613 -0.000434174 0.00612167 -0.0101521 0.0325561 0.0442796 -0.00442638 -0.0247331 0.0053201 0.00745933 0.0105582 0.0352278 -0.005962 -0.00386347 0.00150442 0.0183907 0.00987 -0.0102426 -0.02519 -0.0285334 0.0162974 0.000562399 -0.0559661 0.00269542 -0.000560791 0.00552912 -0.00386699 -0.0088073 0.0373706 -0.0332821 -0.0200037 -0.0293872 -0.0116634 0.00940371 -0.0298887 0.0550345 -0.00159854 0.053027 0.0269407 -0.0161299 -0.0219073 -0.0202002
internal_weight=0 281.045 244.27 124.351 23.3632 100.988 119.919 4.35799 100.26 98.7984 1.46205 1.4109 96.5736 36.7747 1.24445 2.2248 0.682392 7.32274 94.1784 79.1724 62.1611 2.04819 15.0061 17.0113 13.6036 5.57691 4.99095 8.02672 3.40767 3.87408 4.7861 16.0404 0.567106 15.4733 14.5171 11.3915 7.51372 1.08371 2.39518 3.12222 4.96587 0.872936 35.5303 60.6091 1.10272 1.55193 13.2529 2.94709 1.38369 1.42028 3.62786 6.90382
internal_count=183847 183124 137991 66212 13742 52470 71779 723 52103 51494 609 272 50819 45133 815 675 277 4046 49386 41381 37032 452 8005 4349 3365 1580 1450 1785 984 791 1422 9696 193 9503 9295 8157 4751 516 1433 864 3012 397 44318 36320 454 712 6425 451 218 410 748 3878
shrinkage=0.1


Tree=72
num_leaves=53
num_cat=0
split_feature=2 1 2 4 2 15 1 4 4 1 2 12 13 1 12 12 12 14 10 14 15 4 1 2 11 15 16 11 7 9 10 9 2 15 9 15 10 14 13 13 7 7 12 12 7 1 15 13 1 13 12 12
split_gain=0.929214 0.317261 0.33858 0.280412 0.258033 0.235551 0.240245 0.222441 0.522469 0.919684 0.1981 0.235449 0.183288 0.250214 0.215891 0.259157 0.319512 0.282589 0.240115 0.262319 0.263645 0.231165 0.209961 0.195266 0.263874 0.232312 0.182252 0.297455 0.191523 0.423019 0.301823 0.197294 0.178939 0.175662 0.183769 0.174501 0.173131 0.171048 0.196394 0.190776 0.169671 0.169456 0.214589 0.245379 0.167394 0.190816 0.258431 0.212555 0.183866 0.178653 0.165168 0.230166
threshold=0.0043155145831406125 0.0012419348931871357 0.99753290414810192 1.4526980589775988 4.2918286453641494e-06 -0.27575052798514538 0.65366470813751232 0.30690221047819249 0.329224942953176 3.554029171937146e-05 0.020194571465253833 -1.4663879529631412 -0.095480567791547358 0.99412146210670482 0.11093236714613622 -0.37841682367198176 -0.20779458747845667 -0.40132805316295755 -0.00031064050623627159 -0.062991968977634552 -0.054896934051669871 1.4527123158301227 0.98641988635063182 0.00059602572582662116 -0.0038662255930943502 -0.068505592991959643 -0.060994363164218954 -0.067096424869057078 0.013373768251805862 -0.0013766853655138183 0.0054723250117133275 0.020204782186966704 0.073034230619668974 -0.047370044761456551 -0.0073045195252650205 0.08624450339785196 -0.083069443901598913 -0.01793666092759973 0.04902451408567101 0.94562670188540443 -0.01583980174735268 0.016286854229652863 -0.74757302859941632 -0.8464253993392955 0.0036560089012320656 0.83793056011199962 0.047159864677320175 0.32330962979489836 0.021432748995721344 -0.28397578254747446 -1.3791423396013998 -1.1247793018844916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 44 -5 10 26 35 9 -9 11 -3 13 -6 15 -14 21 -18 23 20 22 -17 -20 24 25 -16 27 -7 -28 50 41 -32 -12 34 -27 -2 -29 39 -39 -25 -8 42 43 -31 -1 48 47 -47 -46 -50 -30 -52
right_child=1 2 -4 4 12 6 40 8 -10 -11 32 -13 14 -15 18 16 17 -19 19 -21 -22 -23 -24 37 -26 33 28 36 29 30 31 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 45 46 -48 -49 49 -51 51 -53
leaf_value=0.018665461761225195 -0.057242486069148238 0.050569963985152067 0.21092981920012355 0.023308424436739122 0.049097698739674317 0.034204160770696053 0.048092615813207167 0.71778420958744416 -0.013190207197246555 -0.024648754496903152 0.0048447017988525638 -0.050631095482696245 0.0070193100656379091 -0.068048735326379048 0.02997696160767982 -0.17681558281112139 0.1063616769561852 -0.041366296987003018 0.042013006702042964 -0.022328135112343436 0.047830291394581073 -0.052198790564915026 -0.056955036188076583 -0.021181898900238357 0.047556617778279318 0.053164548562928661 0.0011367920471465893 0.024256954514257016 -0.045333797873291587 -0.040037278621082972 0.026832422776330613 -0.0024861930113980715 -0.032063608979407042 -0.012343123217539463 -0.10464665951746009 0.0038418692859578125 -0.011699295167731771 -0.21338925434234901 -0.012029933708434203 -0.1810788962163401 0.007934364431629759 -0.0032965681901129008 0.0020451868108486014 -0.15801000028475753 0.036340348173238411 -0.0043433810810942792 0.055137256023306283 0.052503508573303041 0.059098630256755838 -0.011376032963110343 0.011928650029036897 -0.021346424980155876
leaf_weight=30.200530907335178 2.0482085448447864 0.23957942434572066 0.056711270721279017 4.2032959439093274 1.157891856651992 1.537316438198103 1.1496806112445472 0.0094400286834560587 13.548069718428449 0.040689866973480093 3.6616915632689597 2.4393812986081667 1.0693462394228848 0.1999339235771912 1.234869428633832 0.28107126266695548 0.13078784971730772 1.0265863407621498 0.34914762389598797 1.2183051279425772 2.5042875293802354 0.33967032279178966 0.50103864751145011 2.1656769643232119 0.90654037663625864 0.079382415351574309 103.01696817424749 1.3729408700637566 2.107855765656498 0.85486503779611667 5.7715960784807958 3.7984164925996993 2.0275455780752054 5.4891977450242821 0.37405900219164667 0.60177830046268344 37.327983305755424 0.092802983708678677 0.090271897846832871 0.060192644596099742 10.805202718986946 8.1170214037392707 0.82234789267932029 0.21185277366748756 1.0287516861026222 3.2824349668280766 1.5215507901243652 0.80430290096728629 0.35960843216525784 7.8466557317597108 2.5228667087758376 11.534874993569243
leaf_count=14643 5276 92 8 506 281 575 564 16 12124 191 1650 860 369 39 317 19 36 316 90 333 416 166 104 788 224 22 76204 403 964 465 3351 1580 1628 1355 93 1075 27287 8 46 1 7952 3846 524 37 660 2236 1131 529 120 4458 1312 6299
internal_value=0 -0.00359048 -0.00249467 0.00977632 0.000913343 -0.002574 -0.00185345 -0.0170196 -0.0118219 0.265319 -0.0189778 -0.0413098 -0.00398815 0.0311985 -0.00668331 -0.0318457 -0.0550586 -0.0233297 -0.00189596 0.0171873 0.0315805 -0.111944 -0.0162839 -0.0102272 -0.00275336 -0.00920841 -0.00277051 -0.00869445 -0.00105176 -0.0073572 0.0025297 0.0152124 -0.00836708 -0.0174155 -0.0760653 -0.0434372 -0.0104133 -0.0351064 -0.123862 -0.0268921 0.0118613 -0.0096057 -0.0364345 -0.0656508 0.0143931 0.00568851 0.0202072 0.00702166 -0.00315016 -0.00816791 -0.0193197 -0.0153673
internal_weight=0 215.625 199.377 68.5182 23.4744 199.32 190.952 16.2482 13.5982 0.0501299 8.3682 2.67896 19.2711 1.35783 17.9132 2.84746 1.77812 1.15737 15.0658 4.57278 3.35447 0.620742 0.850186 10.493 8.08405 7.17751 178.997 40.2382 138.759 35.7417 19.5761 9.57001 5.68924 5.94264 0.453441 2.64999 38.7009 2.40894 0.183075 2.22587 11.9549 10.0061 1.88907 1.06672 45.0438 14.8433 5.60829 4.08674 9.23502 8.20626 16.1656 14.0577
internal_count=183589 154283 135601 29306 5529 135593 131363 18682 12331 207 4230 952 5023 320 4703 906 537 352 3797 943 610 185 194 2854 2011 1787 122847 28265 94582 18378 9803 4931 3278 1470 115 6351 27690 843 54 789 8516 4872 1026 502 23777 9134 3896 2765 5238 4578 8575 7611
shrinkage=0.1


Tree=73
num_leaves=53
num_cat=0
split_feature=1 0 6 6 6 6 3 13 11 13 5 11 5 13 13 5 7 1 16 3 11 5 5 1 7 6 4 3 5 8 7 9 4 13 16 7 5 5 4 11 16 13 13 4 8 3 0 9 11 4 7 6
split_gain=0.781175 0.509767 0.448975 0.317785 0.381109 0.296636 0.293149 0.296013 0.296784 0.261166 0.257475 0.25586 0.262504 0.292744 0.234839 0.225787 0.297683 0.219724 0.197602 0.218948 0.205331 0.204903 0.316641 0.25212 0.24904 0.193369 0.185763 0.314871 0.24355 0.214168 0.219906 0.202556 0.28184 0.492234 0.184492 0.393629 0.220413 0.268318 0.195894 0.182126 0.205978 0.181819 0.177579 0.23649 0.177357 0.215631 0.176808 0.174682 0.173734 0.223382 0.231611 0.170228
threshold=0.15544582903385165 0.0026866979897022252 -0.069790137203475947 0.13271775838553543 0.27779682668614292 0.29509727036699646 -0.00069091469049453725 0.11150902094135647 0.0037792225163496211 -0.45866811379969669 -0.13349992777797509 0.0015517058892043272 -0.42837343709768255 -0.31303558774930201 0.34124310831561899 -0.57301622461005775 -0.021847655638485706 0.93619707226753246 -0.060994363164218954 -0.6667063875356688 -0.04931498055486077 -0.048850725638270941 -0.037908233087746553 1.0282086805091241e-05 0.025621366797128724 0.66053328856723981 -0.044218375167034994 -0.88539656996726979 -0.51489195722640246 0.0038813918755632774 -0.034797583425450369 0.095208073798154227 -1.2410112220967833 0.065162081382577022 0.23078146619917875 -0.0018738362704468457 0.27095443510071576 -0.085503621504338281 -0.88992017001556245 -0.08270850234044537 -0.075874544547522557 -0.12974149014259231 -0.5783532225550313 0.62986213721594753 -0.054555965881644915 -0.42187399603426451 1.8220578567706983e-05 -0.00082715180059985316 0.015872888971113986 -1.5589597925999439 0.0079907527625480788 -0.014173167683780056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 34 -5 9 7 10 -9 -6 -1 26 13 -13 -10 16 25 -14 20 -20 -17 24 51 -24 -21 -3 27 -2 -29 30 -28 32 33 -30 36 -36 37 38 -4 40 -34 46 43 -25 45 -32 -41 -39 -22 50 -50 -23
right_child=11 15 3 4 5 -7 -8 8 14 -11 -12 12 17 -15 -16 18 -18 -19 19 21 48 22 23 42 -26 -27 29 28 31 -31 44 -33 39 -35 35 -37 -38 47 -40 41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.013136056055478873 0.073111640655734306 0.12834132220539038 -0.11731246930751896 0.037084568055672694 0.051253320577469591 0.0011250001245458594 -0.08189674377901339 0.034632403206059655 -0.11767230740240203 -0.14276125760786806 0.07856396028191498 0.087167722948866072 -0.0037582781990483458 -0.042971955382786149 0.039510692225792322 0.02204901854905018 0.0046025862531558553 0.035921719068078992 0.038269022515513021 -0.0076054461331953611 -0.012154826591563658 0.03394044349883267 -0.037597953917836401 -0.064666525684341822 -0.030120613570392991 -0.033121175774827621 0.043488413522109408 -0.021502996450605143 0.028839776530493685 0.020794882915506817 0.075709449191898981 0.08776186471700477 0.10338067924295767 -0.092370462792805294 -0.1273648094799846 0.11137215551309437 0.043936744292365847 -0.027083839012177514 0.023519463371027585 -0.20848051230147824 -0.12393319392301023 0.022520555018661952 -0.0020127080140310404 0.039502311473191935 0.0033931274695952101 -0.05599996489636147 -0.0031129664934200097 -0.092754258444659912 -0.0057543167815200498 -0.027622588512945485 -0.18671883732345218 -0.021720190149212098
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leaf_count=385 584 159 22 754 9 314 85 474 62 65 659 45 7345 908 47 719 680 678 438 38735 23850 1544 1003 1094 3329 67 396 494 201 3815 24 99 19 145 22 39 135 254 430 13 64 11787 48736 224 27090 333 1512 339 50 2663 15 636
internal_value=0 -0.00449548 0.0149387 0.000174207 0.0167088 -0.0231377 0.0392291 0.0442316 0.00634786 -0.0998477 0.0614199 0.00629526 -0.00475033 -0.0339547 -0.0654533 -0.00601523 0.0299158 0.000352155 -0.00640728 -0.00454259 -0.0131039 -0.00495483 -0.0021561 -0.00354781 -0.0109226 0.0980534 0.00840495 0.015812 0.013581 0.0056817 0.00357855 0.0164829 0.0151791 -0.0294782 -0.0243975 0.0469188 -0.0325001 -0.0425174 0.00465781 0.0180813 -0.0748187 0.0190309 -0.00261585 -0.0406834 0.00264703 -0.038374 -0.00676254 -0.065078 -0.0147934 -0.0348895 -0.117645 0.0250609
internal_weight=0 172.526 12.5017 7.78652 4.65784 1.57514 4.71519 4.5389 1.42413 0.365318 3.11477 109.75 17.5969 2.6024 0.39593 160.024 1.71292 14.9945 158.311 123.853 34.4578 122.688 83.5356 79.4865 39.152 0.450288 92.1535 24.7502 23.8436 67.4034 59.1885 22.0307 21.6559 1.31169 3.12869 0.310603 2.81808 2.49846 0.812806 20.3443 0.191992 20.1523 77.3873 1.18877 57.8568 1.01765 2.39959 1.68565 32.8873 3.79198 0.284527 4.04915
internal_count=183589 128037 4095 2383 1142 388 1712 1627 583 74 1044 55552 8976 953 109 123942 906 8023 123036 95739 27297 95301 53237 51057 42064 226 46576 14918 14334 31658 27843 13840 13741 346 1241 61 1180 1045 452 13395 83 13312 50054 1318 27447 357 1525 593 26578 2728 65 2180
shrinkage=0.1


Tree=74
num_leaves=53
num_cat=0
split_feature=1 2 16 15 14 12 10 8 16 14 1 0 1 1 10 15 15 3 16 3 2 15 1 3 3 14 16 11 15 15 11 13 8 0 8 15 15 16 3 13 13 14 11 1 8 1 11 1 11 15 0 14
split_gain=0.666193 0.316911 0.261717 0.258981 0.231014 0.343541 0.240754 0.25309 0.263908 0.24662 0.217231 0.215718 0.205847 0.203365 0.262595 0.199649 0.176064 0.234262 0.187953 0.173392 0.165787 0.223646 0.222821 0.219181 0.192418 0.170812 0.200459 0.165027 0.169183 0.193631 0.376012 0.414993 0.277521 0.234952 0.18346 0.183453 0.173345 0.172791 0.203473 0.161096 0.231124 0.327062 0.212475 0.171603 0.289884 0.191101 0.167541 0.205088 0.221508 0.158346 0.1574 0.155294
threshold=0.15973569452762607 0.00032206001924350863 -0.20003049014067065 0.27555874703860223 -0.42890147155098618 3.1588812457946021 0.010578904481289647 -0.028532055780011764 0.3229951500078479 -0.26280688668866531 0.20320703834295276 0.012360993772745134 4.0966097003547483e-06 0.1789839565753937 -0.0062921905822197538 -0.095344615854386652 0.19520436654146389 -0.88539656996726979 0.11003559393310537 -0.029696831479668614 0.0010257932008244099 -0.18548284354346925 0.98641988635063182 -0.73734353948384512 -0.6667063875356688 -0.71820458063899328 0.11003559393310537 0.015221956013005461 -0.014531886204869615 -0.08806623348260148 -0.0058243114076634017 0.071391201610946406 -0.0025818349001803464 0.000654503848636523 -0.005788527685945199 -0.019527619497950996 -0.01354060507882719 0.029599223324317463 -0.57471228291979048 -0.21361822842951197 -0.0098697635909916481 -0.35937732206301382 -0.014842599261543092 0.86848273873329174 0.0087868965658321509 0.30583702027797705 -0.015467100649125516 0.83793056011199962 -0.012350934381829274 -0.0076333592977786561 0.011911686509847643 -0.40132805316295755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 -6 16 -8 -5 50 -13 14 -2 -10 17 18 -9 20 21 -15 24 -24 -23 26 -22 28 29 32 -31 37 33 34 -19 -33 -30 38 -32 46 43 42 -42 45 -45 -41 -38 48 -48 -29 -3 -18
right_child=3 11 -4 10 6 -7 9 8 15 -11 -12 12 -14 19 -16 -17 51 27 -20 -21 25 22 23 -25 -26 -27 -28 49 36 30 31 35 -34 -35 -36 -37 39 -39 -40 40 41 -43 -44 44 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=-0.13211898037471656 0.030620835917843276 0.0015920207539826662 0.043748058456880214 0.095747274668014623 -0.018393099199905363 0.080358274375694691 0.071013341800384988 0.03582167240749104 0.050468997720395495 0.013862875858025682 0.022285359020157602 -0.041264610978947194 -0.0061774171899680215 0.083475311253690884 -0.15953732907393031 -0.14229636532594211 -0.13615906191871927 -0.020341903584412104 -0.052190160049195661 -0.016174386332174315 -0.082084163516371877 0.088823486603724078 -0.074888603219149516 0.039906093471361849 -0.038429246500654456 0.064241409263320143 0.052729050629129609 -0.055923573515659242 -0.064001147576141962 0.033306786361382797 0.050195848666555444 0.021550506565028896 0.018232086760595363 -0.0034383287526595706 -0.095546399503670915 0.092981055974017929 0.087275542409280649 -0.043117499334423451 -0.010679835530359269 -0.023009721450631952 -0.10271737585717287 0.0057257920940564193 -0.0091424691551433325 -0.021611654602949018 -0.118657836836063 0.0088400359202895264 -0.12445546145588034 0.088311215992814426 0.01065721223342562 0.0092957687780585944 0.047516144021144978 -0.015422516474513998
leaf_weight=0.071894016989972331 0.13057129178196192 28.92667985139315 1.8258330135786298 0.48597548760517328 5.7386723353974949 0.85929751637013385 0.82478916216132336 3.3160318755890326 0.062059713069174904 7.4660378465382546 2.1013629019389555 1.6753040842049802 139.91650697866521 0.36874653562699622 0.13359999056410643 0.1923757488038963 0.093385299996953441 0.88951327621180099 0.24638633061476856 1.238938306037199 0.18278366283084313 0.11434323442153949 0.17081750876604918 1.4764468181911068 1.2613792113843378 1.4927427544771488 0.22805301036351011 0.88751721667358652 0.4017771902831474 7.5538644654898262 0.60777164782666915 3.9072887228735453 5.2071013630138641 6.5394252455589594 0.50503460796335253 0.38153721333219426 0.36170737369502637 1.3673136652032551 4.4854741309945778 3.2140391693710502 0.44054242137099209 28.876188308498108 0.52399813412374996 3.3431049678215463 0.32336178224022649 4.5014394418649317 0.11447711470827915 0.29468435823218886 1.4753767725205609 0.62486558097952982 0.74854380726355785 2.9692819642568784
leaf_count=12 37 12734 782 146 2279 147 354 1362 38 3834 917 746 114152 78 31 50 20 177 87 597 55 46 61 300 394 651 104 357 189 3572 232 2603 2733 3696 86 257 99 726 2628 1920 139 16935 252 1447 87 2651 28 105 806 249 401 1428
internal_value=0 -0.00452114 0.035933 0.00548651 0.0047158 0.0214218 0.00340325 0.00189034 0.00328448 0.0196867 0.0366371 -0.00497303 -0.00659764 0.0137843 -0.0695054 -0.0950555 0.00360428 0.00450239 0.029508 0.0173292 0.0251956 0.0118295 0.00265759 0.0273365 -0.0268645 0.0486843 -0.00815796 0.00333642 0.00399604 0.00959208 0.0162362 0.00420545 0.000328622 -0.0114358 -0.0484283 0.028259 -1.71649e-05 -0.0117958 -0.0032678 0.000599886 -0.000826097 0.00379893 -0.0529562 -0.0129389 -0.0306964 -0.00444979 0.0265723 0.0142217 -0.000327341 -0.0291801 0.00277791 -0.0198607
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internal_count=183817 128827 794 54990 53927 2501 51426 47238 44959 4188 1063 128033 114898 2354 68 88 44871 43423 1449 2286 1689 879 801 361 440 810 159 41974 41368 16710 10018 6446 6692 3959 263 2860 24658 3586 2860 24469 23431 17326 391 6105 1534 4571 1038 939 834 606 13135 1448
shrinkage=0.1


Tree=75
num_leaves=53
num_cat=0
split_feature=1 4 11 12 13 11 5 14 0 2 14 4 15 4 5 10 15 7 4 13 11 10 2 5 2 15 14 11 1 7 7 12 13 11 2 1 1 4 5 14 11 2 5 1 4 5 7 5 15 0 2 0
split_gain=0.584875 0.297574 0.277272 0.300005 0.298687 0.435686 0.288923 0.302726 0.276397 0.28814 0.276244 0.275897 0.254217 0.2461 0.297194 0.274774 0.242418 0.236514 0.23181 0.224732 0.210268 0.210033 0.200896 0.17918 0.177888 0.307902 0.19822 0.249187 0.194979 0.177361 0.180051 0.175267 0.175165 0.219336 0.226968 0.17361 0.170596 0.16458 0.584149 0.319502 0.24163 0.241314 0.323509 0.28121 0.26474 0.232506 0.201578 0.212723 0.193266 0.191402 0.272192 0.190214
threshold=0.44576404988765722 0.36182841368164104 -0.011188575983350336 2.2416548696179706 0.62033738264443483 -0.02506048376085165 -0.085503621504338281 -0.034503320143879926 0.012806647922843696 0.0016928264521993699 -0.17448254223757384 -1.2610333098730926 0.064134787714552791 -1.2410112220967833 -0.25149699263839381 -0.068437263784424232 -0.023630153113013502 -0.054931091816334744 1.6876572426479974 -0.40098636471293353 -0.016104269957003686 -0.02232645900672053 0.085682902485132231 -0.525249290752418 0.0034071007976308469 0.21322005648840495 -0.28119008491823178 -0.11292359675929789 0.65366470813751232 -0.020391205686078055 0.013740543365820012 -0.75680388841923107 0.17032494081075897 -0.0081469405065683915 0.028931009583175186 4.0966097003547483e-06 0.50978776812553417 1.307106171016563 -0.033124816855144505 -0.25456600851383854 -0.0042860230902878318 0.69909569621086132 0.40492293670462259 7.4075611337320893e-05 0.61974388102599753 -0.05456698307401435 -0.0059168246452747349 0.27095443510071576 0.099507899093038102 0.37708930671215063 0.98405459523201 0.93047353625297557
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 6 20 12 21 19 11 -10 -3 22 -6 14 15 16 -13 -12 -15 -8 24 -4 -1 -19 28 26 -26 -28 -2 -29 -31 -9 33 34 -21 -11 -34 41 39 -39 -41 43 45 -37 -44 -43 -40 -48 -46 -42 -51 -52
right_child=1 10 3 -5 5 -7 7 31 9 35 17 13 -14 18 -16 -17 -18 23 -20 32 -22 -23 -24 -25 25 -27 27 29 -30 30 -32 -33 36 -35 -36 37 -38 38 46 40 49 42 44 -45 48 -47 47 -49 -50 50 51 -53
leaf_value=0.015470706717750284 0.079648874235036166 0.011366861499443694 -0.048371362594975688 0.067376249223005322 0.0078582888753326897 0.043431602533936346 -0.10821038139778161 0.048869841066039012 0.030970662754583496 -0.038008692199802345 -0.17343248673509165 -0.12816437140587947 -0.16843345948161664 0.0021993905376569622 0.061172122005413512 -0.15070707393060648 0.037161317207576344 0.10009116612268912 -0.072182315290851298 0.0069965631526731163 -0.020319043199624767 0.011643752789616227 0.070459411596953042 -0.0047348114024917832 0.061603107515188965 -0.1211763828405109 -0.15472823448259804 0.055951794437908681 0.018787370159052821 -0.067839090404786931 0.021937026793623544 -0.017971096437013095 0.14216676580702037 0.046578484610549586 -0.17431547663012667 -0.065992964589610695 0.060350017356778668 -0.12858273921562396 0.015204907096642073 0.12671807731161719 0.019157516272820571 -0.022660617659386484 -0.091631492872154649 -0.0048281288328213823 0.0075003838114544533 -0.066754006306026806 -0.0047455159749289818 -0.050516694581265911 0.10344750413661566 0.1054821442894161 -0.030941915232728497 0.16973494192820157
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leaf_count=1891 198 6582 251 1070 77 195 43 433 1379 743 5 36 71 16801 38 108 40 34 227 268 1241 5602 167 11535 270 76 15 138 1508 240 292 1007 101 2169 28 469 1195 11 1352 101 1135 11535 475 100443 869 6793 2482 1446 114 314 183 21
internal_value=0 0.00731487 0.0159011 0.0233883 0.00139885 -0.0631773 0.0193083 0.0350269 -0.00326672 -0.00514212 0.00233069 0.00375661 -0.12357 3.84023e-05 -0.05339 -0.0832674 -0.0216762 -0.00461084 0.00130939 0.0484482 0.00669282 0.00738373 0.0205334 -0.00404552 0.016311 -0.00816506 0.00545571 -0.0140585 0.0284745 -0.000890079 -0.025519 0.00112411 0.0513264 0.0363612 -0.0343503 -0.0056234 0.0769673 -0.00529474 0.00707043 0.0348672 0.0392616 -0.00611687 -0.0225983 -0.00515116 0.00675581 -0.0357107 -0.0137137 -0.0257123 0.0169722 0.0325257 0.0692494 -0.00242144
internal_weight=0 69.5321 25.5238 16.8261 8.69768 0.644435 15.4211 6.63755 209.801 165.589 44.0083 44.2116 0.409601 36.2051 0.824495 0.65776 0.355939 24.8937 35.3806 4.74971 8.05325 8.78352 8.00645 24.8286 5.94379 1.97512 1.77761 1.32893 3.96867 1.23137 0.865884 1.88785 4.67563 2.97931 0.370893 163.426 1.69632 161.804 10.0789 4.30692 4.20718 151.725 8.3763 143.349 2.58899 5.7873 5.77202 4.0808 2.35864 3.92873 1.02884 0.350987
internal_count=183817 34644 16488 12167 4321 343 11097 5244 149173 129865 18156 19308 148 17250 222 184 76 11574 17028 3804 3978 5853 2058 11569 2737 1031 955 685 1706 670 532 1440 3761 2465 296 128486 1296 127743 7045 1765 1754 120698 19786 100912 1458 18328 5280 3928 983 1653 518 204
shrinkage=0.1


Tree=76
num_leaves=53
num_cat=0
split_feature=2 4 4 1 6 6 2 4 2 12 5 11 2 5 13 1 7 11 7 5 7 16 12 1 4 4 1 5 16 1 4 4 1 11 1 2 1 12 10 2 10 10 13 1 5 1 13 16 7 6 11 5
split_gain=0.617347 0.333943 0.250916 0.418475 0.391284 0.234845 0.328034 0.256989 0.24824 0.295814 0.260005 0.222498 0.366025 0.352876 0.348162 0.319212 0.274748 0.310929 0.275933 0.276824 0.235699 0.253004 0.231818 0.266713 0.231124 0.240524 0.228465 0.26496 0.248194 0.226866 0.234788 0.304389 0.21903 0.217004 0.211202 0.210216 0.2099 0.264824 0.209515 0.209437 0.207078 0.206223 0.194412 0.191208 0.190636 0.297036 0.275147 0.265577 0.22892 0.206275 0.201397 0.192699
threshold=0.085682902485132231 -0.99233266105102846 0.65715595944613436 0.12744797021150592 -0.027913320204349109 -0.0090537966431198675 0.99434775114059459 0.69450260123354601 0.99753290414810192 0.70144990072965607 -0.19049398005879489 0.0051383729634904857 0.0012641131179407241 0.22177648491018828 -0.049996334611236509 0.99751281738281261 -0.00058036562993621875 0.00057982032235472266 -0.00029083081078930934 -0.07423042567242806 0.0032928200737589093 0.02518176081590803 -0.86293309778890048 0.53205433487892162 -0.21059171816019948 -1.2197799634755904 0.88155543804168712 -0.38747185212339413 -0.32349296557132118 0.051328968256711967 0.62986213721594753 -0.94915553926447316 0.054509956389665611 0.0050110979248978128 1.0282086805091241e-05 0.00032206001924350863 0.80151367187500011 -0.72911413875320952 0.0060110669719180545 4.2918286453641494e-06 -0.0016946211286266557 -0.001453967041037325 0.44676410361142166 0.055377665907144553 -0.23219217673406423 0.50978776812553417 -0.21831142497241468 0.086584472589093756 -0.0032935339144485984 0.25807213373245852 -0.043407433478737704 -0.24173421101579998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 -4 6 34 -7 -9 -10 -11 12 14 24 -1 29 22 18 35 26 21 40 23 -16 25 -13 36 -28 -29 -14 31 43 42 44 -6 -18 -20 -38 -21 -24 -19 -26 -32 -31 46 47 49 48 -46 -33 -48 -52
right_child=1 2 4 -5 5 7 -8 8 9 10 -12 13 15 -15 16 -17 17 20 19 38 -22 -23 39 -25 41 -27 27 28 -30 30 32 33 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 45 -47 50 -49 -50 -51 51 -53
leaf_value=0.02800180930482294 0.0093861256804502798 -0.020491242420919317 -0.018464114235173912 0.0018278938948311362 -0.025039565891608152 0.013851805542926891 -0.036456532134476131 -0.029808159117638035 -0.063155247619585742 0.21771197989796282 -0.026439487242481609 -0.010212174488712131 -0.0066167257814109624 0.027406767721794158 0.13990560829940504 -0.19117813574481526 -0.076283644591521108 -0.18444101534044277 0.0119822152498759 -0.0064992946645738127 -0.0064012002219729879 -0.15304433523722674 0.041336235296796385 0.023282832407845875 0.0096079976861814902 0.016824051167015928 -0.046617259789465286 -0.1190974825166537 0.052039247789165667 0.030818964048034327 0.10538506973748381 0.017375778809249603 -0.010983237115133783 -0.07905830317667592 0.054035339350028189 0.05544016420618645 0.10303304404542724 -0.11106173293826889 0.035065543937008455 0.008529725122701599 0.009067627526259725 -0.031014904299568408 -0.094063920147713379 -0.0080102180012185647 -0.010902435181249491 0.027226499412193923 -0.076467707739078739 0.02621324740024918 0.0095109166877470203 0.10217149708246827 0.0022537842099939229 -0.031199877142590093
leaf_weight=9.0437710290771047 11.332490779940597 28.335500976522439 7.4664215470479602 11.933840428881011 0.37464941317739775 6.0344354690823767 0.58363132699741971 2.9194238250547646 0.10069274127090455 0.11619086122664157 0.059545559008256532 4.3133605323600959 34.919586620870405 10.150670496443579 0.29644218955945945 0.069603398413163542 0.68903556529767485 0.050533049594378099 1.412549888801556 13.445626038099361 0.68700432291234392 0.30893832034053048 2.240312444970189 0.54609151097520225 2.1633734081842704 13.724640704971987 0.31586447653535277 0.070956146446406243 3.0851024870848964 1.3420083234796063 0.25991473889734962 1.325257567790685 13.584910414901968 0.26168401037466438 2.7330063506087754 0.13291159657910612 0.056464313242031494 0.29101007358167397 1.3152746735831886 14.213948129498474 0.2860815495441773 2.919987906697318 0.044996078126132488 18.924157672875481 7.8700185067200392 10.39307680549882 0.38705711852162394 6.2799985893134354 18.087168049017244 0.35232921244460147 8.4359158622592041 2.1451776910080307
leaf_count=2876 6197 44280 8306 8364 117 2261 326 5480 126 89 265 1366 23402 3780 84 6 194 28 1005 4492 414 54 256 307 1566 6364 138 18 2306 542 116 558 7937 105 1102 125 47 155 494 5437 87 2169 11 5673 5167 8125 86 3713 11560 78 5604 1041
internal_value=0 -0.00636054 -0.00930433 -0.013879 -0.000264396 0.0102627 0.0315161 0.00171944 -0.0211394 0.0667181 0.140108 0.00439289 0.0029532 0.0118805 0.0103238 8.57907e-05 0.00625993 -0.00111693 0.00189799 0.00425277 -0.0476216 -0.090155 0.015697 0.0663387 0.00504852 0.0103553 0.0239761 0.0387936 0.0475527 0.000219597 0.00288189 0.00507218 -0.00906291 0.00889935 0.044415 -0.054268 -0.00534836 -0.0729824 -0.00275831 0.0130358 -0.0277011 -0.0137531 0.072426 -0.00541448 0.00934078 0.0125382 -0.00144037 0.00779044 0.00331855 0.0360603 -0.0072247 -0.00456904
internal_weight=0 71.9898 60.6573 40.2693 20.388 12.9216 3.69129 9.23029 3.19585 0.276429 0.175736 206.443 173.171 33.272 48.4879 124.683 39.4441 22.1474 20.8148 19.9928 1.33256 0.645553 17.2968 0.842534 23.1214 18.038 5.23195 3.47192 3.15606 124.613 89.6937 75.8038 13.8898 55.5377 3.10766 0.821947 1.76002 0.347474 14.7609 16.4543 0.336615 5.08336 0.304911 20.2662 55.276 42.6303 12.6457 32.2372 25.9572 1.67759 10.9682 10.5811
internal_count=184399 76913 70716 52644 18072 9766 1545 8221 5960 480 354 107486 92241 15245 18517 73724 15641 9557 8974 8655 583 169 6084 391 11465 7730 3669 2462 2324 73718 50316 42252 8064 36037 1219 319 1207 202 4986 5693 115 3735 127 6215 35932 28565 7367 20440 16727 636 6731 6645
shrinkage=0.1


Tree=77
num_leaves=53
num_cat=0
split_feature=2 4 4 6 9 2 11 4 4 13 5 4 11 8 10 15 14 10 2 5 13 15 8 6 2 6 5 2 13 2 4 6 14 12 6 8 2 12 8 4 12 13 6 10 12 2 2 5 10 4 13 14
split_gain=0.536871 0.243121 0.268768 0.401457 0.258651 0.227399 0.339142 0.318683 0.286347 0.266912 0.329759 0.258433 0.368882 0.246687 0.35039 0.356868 0.23752 0.207337 0.223181 0.204981 0.380059 0.296543 0.199382 0.195827 0.264172 0.205157 0.194199 0.420056 0.266211 0.196306 0.302902 0.339938 0.192074 0.191566 0.187345 0.238735 0.18323 0.192515 0.17804 0.245183 0.205589 0.20947 0.181607 0.177309 0.212934 0.184856 0.213546 0.176891 0.175036 0.172547 0.305603 0.319139
threshold=0.11736959591507913 -0.94915553926447316 0.65715595944613436 -0.027913320204349109 -0.075544567233527302 0.0012641131179407241 0.004084131073772126 0.31914994416104109 -0.21059171816019948 0.11893161267180495 -0.23219217673406423 0.329224942953176 0.00057982032235472266 0.0054254113150523104 -0.0067545065789214103 -0.12640945806577997 0.38360118809736959 -0.0053278679198895413 0.14104434847831729 0.35917668320417362 -0.19275752707897889 -0.28929411244241138 -0.011564019914066956 -0.0090537966431198675 0.99434775114059459 0.10679661341392203 -0.42837343709768255 0.16554852575063708 -0.088471952638870616 0.42987379431724554 -0.14396023388773135 -0.22232009304382533 0.1085984242793112 1.4967193652235304 0.045890375390202694 0.11281513011553644 0.00024276888871099803 2.7210938817038515 0.023738609700319744 -0.28254924566189538 -0.37841682367198176 -0.11173633785881797 -0.24580542260388555 0.0054723250117133275 1.3319386500112402 0.99878478050231945 0.98894461989402782 -0.26365441146214169 -0.051606958652189797 0.36986034899290637 0.66629024661023484 0.077257207601044695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 26 43 -2 7 9 36 19 38 22 12 -9 -13 15 -15 49 -6 -19 21 -21 -8 47 24 -5 -25 27 48 32 -28 -31 -32 -29 -16 -22 -36 37 -1 39 -7 -40 -42 -41 45 -45 46 -4 -11 -3 50 51 -12
right_child=1 2 3 23 17 6 8 11 -10 10 16 13 -14 14 33 -17 -18 18 -20 20 34 -23 -24 25 -26 -27 29 28 -30 30 31 -33 -34 -35 35 -37 -38 -39 40 42 41 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0440626232780564 -0.050358161387377004 -0.14327673081089723 -0.016975824672230268 0.042000993485979306 -0.011232123465759834 -0.010096610843026821 -0.025609684227650437 0.061289146250377582 -0.0068440294765449369 -0.0181355968687541 0.018285489721121435 0.0038548908295439246 -0.25470224522171864 0.12037442149548522 0.085468419814250365 -0.044794059790553009 -0.046538040827981568 -0.0022947817804556949 0.048413000180024972 -0.032022266698984357 0.049422057440094765 0.013592710826727979 -0.0013493908204402266 -0.030401306175815102 -0.032676303398475229 0.010394153962564582 -0.012651251282032547 0.033757284093967443 -0.00014964277000798651 -0.061837114605896075 0.023917468324464463 -0.032876896440850963 0.12335241092597551 0.012388151847842315 0.017044880400052979 -0.14669110435821639 0.014250710501888709 -0.063095539098417724 0.019233370820177523 -0.022511671000435093 -0.061139428741808416 0.015206213251088029 0.0032709371489496133 0.017109124537626776 -0.03238687352986859 0.12069847744211758 -0.066611643322013567 -0.074822012419329439 -0.02792697572646391 -0.0030470165277937007 0.054704399506818546 -0.0043929717805719767
leaf_weight=4.397619952126659 0.58945635128975471 0.14014947591931559 2.1577813242392985 3.0639761700913382 1.6393472406589351 42.088199837582579 2.0777176316939885 0.053419526576361842 7.8971552996508754 1.784593512895299 20.560965570164633 35.123239083769477 0.071651485057373066 0.14182878917563357 1.1375566547703773 0.71615138605557183 0.7248074431954582 1.3152035604271071 2.5262142940832746 0.82476773999587738 4.3523160586873919 24.580905141421226 4.690933582042816 1.510952740418358 0.54626843228106725 6.3534863949425926 17.423099646293398 0.66322763050811795 1.2817551089028709 2.3286203403200147 1.3812207966329877 4.2886323012944549 0.37534430633058946 0.52995747426484729 0.95909052265824335 0.080390960651129717 6.9446438699885675 0.15932884088215349 6.0564307669519621 2.9604449412399836 0.69927252947672969 0.70942669148280291 33.054087196983801 2.1456696851364545 1.4354987022561543 0.058989184464735334 1.4505968420262432 0.78961610926216952 0.88530571380397594 7.4812451297539146 1.7136642243249287 8.8755982424581799
leaf_count=1902 476 22 3039 1173 936 23201 698 84 6079 837 11901 11648 15 24 303 239 365 687 1834 354 1381 11280 3648 3522 326 4065 20702 491 1011 7350 1648 11648 250 154 391 14 4621 106 2620 2030 362 437 24296 2312 1238 117 1345 357 392 4785 1120 4563
internal_value=0 -0.00717212 -0.00958118 -0.000254912 0.0116485 0.00397956 0.00227169 0.0099714 0.0102427 -0.000187928 0.0058984 0.00552825 -0.128824 0.00603455 0.0361117 -0.0156205 0.00951214 0.0184571 0.0311206 0.0143487 0.0306809 0.0105225 -0.0136535 0.0113777 0.0305978 0.00250597 -0.0156473 0.00696975 0.0304793 -0.0186268 -0.0315869 -0.0190102 0.0676529 0.0626144 0.0403453 0.00215104 0.024533 0.0400877 -0.00350458 -0.00491538 0.0112326 -0.0229782 0.00114161 -0.0186528 -0.00279251 -0.034053 -0.0371562 -0.0359136 -0.0458429 0.0105845 0.0138582 0.011449
internal_weight=0 53.5608 47.4906 18.7232 6.07022 222.237 172.962 49.2754 40.7723 132.189 46.6214 37.7738 0.125071 37.6487 2.52549 0.85798 39.3563 5.48077 3.84142 32.8752 6.21657 26.6586 7.26514 11.4747 3.61024 7.86444 28.7674 3.34578 2.32033 25.4216 7.99847 5.66985 1.03857 1.66751 5.3918 1.03948 11.5016 4.55695 85.5679 78.1027 7.46513 1.4087 36.0145 7.24854 3.58117 3.66737 3.60838 2.57421 1.02546 38.6315 31.1502 29.4366
internal_count=184399 64584 60651 17137 3933 119815 100719 19096 20197 80522 27576 12467 99 12368 720 263 22734 3457 2521 14118 2140 11978 4842 9086 1499 7587 43514 2166 1752 41348 20646 13296 741 457 1786 405 6629 2008 52946 49527 3419 799 26326 8051 3550 4501 4384 1194 414 22369 17584 16464
shrinkage=0.1


Tree=78
num_leaves=53
num_cat=0
split_feature=2 0 4 4 11 15 0 7 5 7 4 6 2 2 4 9 6 9 15 9 4 9 12 4 0 2 9 9 7 9 5 5 4 9 5 7 7 5 0 0 2 6 14 15 9 9 13 9 13 4 6 5
split_gain=0.316948 0.355381 0.347199 0.312661 0.307525 0.277717 0.412183 0.298359 0.23837 0.335398 0.331783 0.307113 0.699223 0.283436 0.356534 0.283174 0.238173 0.237574 0.233634 0.228991 0.220778 0.218331 0.218277 0.210435 0.209943 0.206242 0.203196 0.202665 0.193574 0.194242 0.192108 0.246323 0.25268 0.185859 0.181511 0.180202 0.215248 0.174795 0.187416 0.1742 0.170301 0.169532 0.168946 0.166251 0.164106 0.192117 0.162569 0.159226 0.159081 0.433898 0.346345 0.295969
threshold=0.0012641131179407241 0.019025092944502834 -1.2610333098730926 -1.2410112220967833 0.0014891376144083579 -0.035677175692728026 0.00022535544849233705 0.0017768017077263649 0.26614915205549211 0.030329127456693365 -1.369188813020384 -0.16799370720322593 0.007297355681657792 0.038557307794690139 -1.3912857579213851 0.064866231819504433 -0.2017647532207226 -0.049486783771778793 0.28817701532143952 0.0056116863342086298 1.6171196577021416 -0.0086331045989523625 -0.9449137092323292 1.4526980589775988 0.30435641109943395 0.040070401504635818 0.0035719415905877913 0.020204782186966704 0.0010712604357370956 0.001808011702981113 0.43288970235344332 0.49590471907115324 -1.3178952100476837 0.0023086567114562226 0.16418245891278976 -0.054931091816334744 0.0016696803613990927 0.22177648491018828 0.049718782305717475 0.1606767997145653 0.10388004034757616 0.089010170331786473 0.40519825738053922 0.25287550540587728 0.016040062633979689 0.010289333607421463 -0.30537441836700535 0.020204782186966704 0.18402415094727684 -0.19721296328766535 0.46470522414568399 -0.4975004622616036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 -1 6 7 -6 9 11 13 12 -2 39 15 -15 -3 -13 24 30 27 -16 -21 -8 48 -14 -7 28 29 -18 46 32 -32 -31 -35 -19 -37 38 -27 -10 43 -20 -26 -38 45 -11 -12 -46 -5 50 -50 -52
right_child=2 16 3 18 5 26 23 -9 10 44 19 17 25 14 21 -17 20 35 41 22 -22 -23 -24 -25 42 37 -28 -29 -30 33 31 -33 -34 34 -36 36 40 -39 -40 -41 -42 -43 -44 -45 47 -47 -48 -49 49 -51 51 -53
leaf_value=0.0052516267304695968 -0.18098668468328757 0.0020286721261982732 -0.041249050532230463 -0.0040682491794985101 -0.039622220559967516 0.043067218106081384 0.0076270109220337601 -0.22589189187017042 0.035390537376831573 -0.013988189312254654 -0.12612360879409512 -0.054068711265415251 0.01425767060641488 -0.0035531403158954068 -0.03347775972832389 -0.081806871896991776 0.021084379949812611 0.041704247128882779 -0.0015264417451444573 0.033577068232797214 0.10567942597806031 0.095682835235760377 -0.039499600304462486 -0.094365731208353287 -0.012184075691474316 0.068766064931618229 -0.035008900532487112 0.084545397398325381 0.04800363104164438 -0.12869663787383664 -0.15752766270653759 -0.026374280629381703 -0.036019591114566624 -0.037380707918177526 0.09953932632275099 -0.0118669832252107 0.02758750807800452 0.080014738423612938 0.0047862061745509461 -0.057652448422920867 0.094586004299478832 0.032277115970305539 -0.057555639329566213 -0.066015647798289834 0.099962436507809047 -0.096453567440360377 -0.0032829008605122344 0.0043171337067038715 0.015507148629904075 -0.0083804993998878984 -0.11100654942876867 0.055215885497405297
leaf_weight=36.689178680338955 0.11971602533594783 3.3759548527441439 2.1226650642201994 132.05917974801497 0.1544083380213126 0.61386883920204016 0.60589699090724025 0.20548079593572766 3.6419042710440439 2.1614433438880947 0.099769973981892579 0.50480887181038347 1.3496586839296467 7.2917369564606815 0.16190396699676057 0.47630003513768304 3.0690239404527788 1.9355537768933579 2.7548177219186973 1.0587885218592417 0.39452572887603299 0.53160159501567061 0.64168406526732713 0.28434535965789109 13.86474047026763 0.90026606583342095 0.68847657743117452 0.59872512202718997 2.1310504328862407 0.15107766997425631 0.40262925716524478 0.8308698038545117 0.31098398832546059 0.43104556568550834 0.1059674516668565 2.9164292737568749 1.7168348647392124 2.0355713541566729 0.91918722475475079 0.19742854927790165 0.32213703164052265 3.1937754040145592 0.85680190134189693 0.19623043049068645 0.17694690657663148 0.30909517477266479 1.3262550553190515 1.6712015335579051 19.442062075359221 17.002278503200159 0.37501279162825085 0.13494363810968835
leaf_count=12104 14 1137 826 104393 18 169 325 26 1126 882 48 277 363 3245 52 145 1930 716 1923 331 350 166 201 37 19827 245 367 244 1850 35 44 270 73 299 72 1206 565 505 462 140 135 1403 1077 51 44 67 517 466 10665 12731 166 82
internal_value=0 0.00724789 -0.00158561 -0.00324091 0.0029115 -0.0305311 -0.0638494 -0.151546 0.00769293 0.0159703 -0.000720694 0.0240285 0.042405 0.00789703 -0.00233935 -0.00852533 0.0238042 0.0110725 -0.00281179 -0.0233597 0.0344547 0.0654471 0.00587901 -0.0261472 -0.00344388 0.0481358 0.0018763 0.0298487 0.0240517 0.0103056 -0.0400335 -0.0642797 -0.106717 -0.0370969 -0.00806186 0.0158349 0.00600644 0.059878 0.0367989 0.0303648 0.0292377 0.0166642 -0.0148903 0.0174721 -0.00812991 -0.0249148 -0.0133098 0.0143308 -0.00244542 0.00335307 0.0133505 -0.0666465
internal_weight=0 49.499 226.013 191.806 39.2417 2.55248 1.25013 0.359889 34.2069 17.2351 16.9719 12.9164 5.3244 12.3009 8.46154 7.76804 10.2574 7.59199 189.684 4.67098 6.88142 0.693506 1.70047 0.890242 183.735 5.20468 1.30235 6.48689 5.88817 3.75711 2.97051 1.54448 0.713613 0.688091 0.537013 7.08719 5.15163 3.85502 1.81945 3.83933 2.2352 5.94859 14.7215 1.91307 4.31869 2.47054 1.42603 1.84815 169.013 36.9543 19.952 0.509956
internal_count=184412 18963 165449 153093 13046 942 406 44 12356 5998 6358 4539 1589 4874 3608 3390 5917 2950 152267 1484 4780 218 532 362 148941 1575 536 4430 4186 2336 952 387 117 406 371 2673 1957 1212 707 1266 751 3326 20904 616 1459 949 565 510 128037 23644 10913 248
shrinkage=0.1


Tree=79
num_leaves=53
num_cat=0
split_feature=3 2 4 3 4 3 0 3 4 13 4 14 6 12 2 11 0 8 5 11 14 5 3 13 12 13 14 2 9 3 3 3 11 14 8 14 11 12 8 12 0 4 3 9 11 6 14 0 5 6 2 11
split_gain=0.307957 0.281241 0.33589 0.300646 0.268857 0.28061 0.252461 0.247354 0.192181 0.186913 0.185355 0.185797 0.185876 0.174723 0.20596 0.195637 0.167519 0.156931 0.194567 0.182323 0.201754 0.175635 0.403863 0.309369 0.299932 0.353664 0.293762 0.255839 0.230894 0.291803 0.269345 0.45239 0.209679 0.239106 0.236621 0.213046 0.202986 0.193812 0.208807 0.178851 0.169464 0.216819 0.166036 0.164114 0.163218 0.162767 0.160643 0.166337 0.156701 0.1545 0.344553 0.229727
threshold=0.84907216334977431 0.0012641131179407241 -1.2610333098730926 0.01375606842339039 -1.2410112220967833 -0.88539656996726979 0.019025092944502834 -0.37136246193404071 -1.2991067296705119 -0.017569237007398496 -0.22559221422972539 -0.50687749982667263 -0.2017647532207226 3.7906408859075724 3.7948511817376136e-05 0.0017484037280469662 1.8220578567706983e-05 -0.028532055780011764 -0.10171707008769128 -0.08270850234044537 -0.1049234611410552 -0.01920498937613474 -0.70024702834598418 0.62033738264443483 -0.2396163268966203 -0.023575812099583409 -0.37984973941129679 0.00015001876454334709 -0.00082715180059985316 -0.60356884775683273 -0.3147177724167704 -0.14273745846003291 -0.014279718434326018 -0.04802510064858239 0.0063894790210381894 -0.31504236421855575 -0.0031801045948715036 -0.43072668066728964 0.0034387871964209732 1.677143046531308 0.00015596879529766741 0.67709045053299077 -0.54849767818814132 -0.0093002448619802329 -0.011938209555601426 -0.27274193918230899 -0.34277443538136876 0.0038350191898643975 0.36666563313913764 -0.24324975721071621 0.029676525853574279 0.00057982032235472266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 49 7 -6 13 -4 -5 -10 -8 -12 -13 15 -15 17 -17 19 45 -1 -21 22 -20 24 -24 26 -26 36 30 -30 42 -32 33 35 37 46 -28 48 40 -33 -39 44 -27 -37 -42 -19 47 -23 -34 50 -3 -52
right_child=-2 2 4 8 5 -7 10 -9 9 -11 11 12 -14 14 -16 16 -18 18 21 20 -22 32 23 -25 25 28 27 -29 29 -31 31 39 34 -35 -36 43 -38 38 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.047670243491631854 -0.039734861347119371 -0.012377794860781227 -0.11720958782543736 -0.014893553370724412 0.032952835386207108 -0.002679557316050702 0.076870472369662296 -0.023045070982985857 0.057918358415781107 -0.0089860026894459846 0.061730333782248098 -0.0075790437224452353 0.023524711966912228 0.062922291479961173 -0.0080577596226972525 -0.11937398788237144 -0.01837551900827401 -0.051168303503651438 0.029614021568405199 -0.053967463829203123 0.027540249177264171 -0.02643367098490601 0.0075856667372526387 0.076397713219446689 -0.18985640730250936 -0.053980764050922864 -0.12345929522304522 0.027799275667063358 -0.08853615964494739 0.065694159258498738 -0.12674154998934462 0.057425210224752082 0.012588931144777086 0.081049712491828213 0.06478081404520758 0.057452537780129591 -0.0119281667121018 0.034897689977311977 -0.038828467351832652 -0.052011392254876436 -0.099742474271905066 0.0034505255147320108 0.060857772967669359 -0.04565332372498665 0.077211074851646133 0.022381210806683222 0.075659018631401537 0.047940986821477044 -0.06558633384245624 0.0089980799610335765 0.015084557580521799 0.058209297586516696
leaf_weight=0.29412985881208431 1.8993187256702402 1.6799531960132288 0.31596892839297686 7.0642876504721244 2.2193316920665884 184.7836178794177 0.55112967802961144 1.7982547436258745 0.77787075438027387 0.87044601751858663 0.86694103060994976 2.8149879303064136 5.9870608136798165 1.0176874784228847 0.66957716346223595 0.1627295308908282 1.9900169516877211 0.29718305728238181 1.7219482122309271 1.3226959565254217 0.38065101916436006 1.057861454088197 1.3879920395129368 0.26292595567792876 0.22566207676209149 0.18522104500152636 0.55166419511624543 0.22412901081497694 0.14676742905430729 0.47484629257087041 0.61478381121560199 0.24982175356126401 0.43931617381121835 0.23808383530649635 0.79519382222588397 0.15141269705782168 0.23444116040991492 3.3348551608014647 0.72431529429741282 0.32071412853110814 0.041968380588514265 7.6228764433253673 0.31735325947738591 2.1553402518484295 0.59896289235802935 7.4946463321684815 0.27311299830216729 0.40001708085401322 0.58230819849995896 17.846932503905013 2.1799220039247302 2.882329408894293
leaf_count=57 2917 423 98 4389 952 148632 483 714 408 457 257 961 4211 151 235 23 839 203 409 374 140 234 421 65 24 51 65 93 31 207 137 96 409 72 221 73 44 432 153 89 36 1933 101 584 595 4155 63 135 96 5130 637 697
internal_value=0 0.000487827 -0.00102552 0.00823256 -0.00265639 -0.00225362 0.00732945 -0.0379691 -0.0077183 0.0228656 0.0213046 0.0180035 0.0135821 0.00365578 0.034962 0.00222291 -0.026916 0.00402145 0.00566694 -0.0230782 -0.0356574 0.00141195 -0.0121537 -0.0260478 -0.0317597 -0.0471245 -0.0899494 -0.0647646 -0.0237005 0.0278446 -0.0427749 -0.0684904 0.00651492 -0.0128527 0.0123803 -0.0187172 -0.0911866 0.00917662 0.0126585 -0.00380776 0.0159277 0.00821452 0.0181403 -0.0385019 0.0632687 0.019467 0.00777037 -0.00569819 -0.0323256 0.0138859 0.026767 0.0397554
internal_weight=0 271.602 222.419 33.3017 189.117 187.003 49.1833 2.11422 8.7126 1.64832 10.2201 9.66899 8.80205 38.9632 1.68726 37.2759 2.15275 35.1232 33.1257 1.99748 1.70335 25.3339 6.91827 5.19632 4.9334 3.5454 1.2359 1.01023 2.30951 0.621614 1.68789 1.18532 18.4156 4.27583 14.1398 4.03774 0.786105 13.3446 12.323 0.570536 11.5987 8.26381 0.502574 2.30675 0.640931 7.79183 1.73099 1.45788 1.02162 24.5891 6.7422 5.06225
internal_count=184412 181495 162537 12141 150396 149584 18958 812 5254 865 5912 5429 5172 13046 386 12660 862 11798 11227 571 514 6869 1833 1424 1359 938 226 202 712 238 474 322 5036 1161 3875 1089 109 3654 3149 185 2996 2564 152 657 631 4358 432 369 505 6887 1757 1334
shrinkage=0.1


Tree=80
num_leaves=53
num_cat=0
split_feature=14 12 8 4 2 7 4 13 0 2 7 12 13 2 6 11 12 5 13 6 0 2 5 2 6 7 11 0 2 5 12 5 12 5 8 11 12 11 14 0 0 14 6 4 11 13 2 4 11 16 14 16
split_gain=0.266518 0.219344 0.200466 0.333659 0.305883 0.207756 0.225551 0.321329 0.228914 0.21866 0.191232 0.166983 0.25109 0.188759 0.253159 0.244409 0.196099 0.180373 0.178774 0.255931 0.16248 0.213825 0.162475 0.254944 0.278168 0.189592 0.180608 0.162302 0.168501 0.210472 0.214695 0.254638 0.353741 0.218295 0.179235 0.160102 0.173069 0.155518 0.149948 0.181475 0.148259 0.161093 0.155925 0.148218 0.146615 0.181281 0.17377 0.260584 0.211152 0.24712 0.170808 0.158374
threshold=-0.10283411500731772 4.0405267549920918 -0.0085308976784101934 1.307106171016563 0.0004692982765845955 0.098556387339825302 -0.64030856090972144 0.55267924412856828 0.55746844410896312 5.6117642088793225e-05 -0.0072233602721398704 0.05537568267365435 -0.011736443985063214 0.048562526702880866 -0.24705511786333947 0.005689427872868435 -0.68061842724793853 -0.57301622461005775 0.33234237964178465 0.23030101333906003 0.00022535544849233705 7.73496722104028e-05 0.061582620829496178 0.060046710073947913 -0.073557513411693809 0.0473459621760303 0.044475842650009499 0.00031033725827001041 0.00032206001924350863 -0.038714610957641081 1.0138999731718294 0.30605404023049015 -0.2867938177223574 0.29167047271280389 0.010069328621373623 0.0009638170165118912 1.4607079627190909 -0.0023458273589007494 0.03683689258339571 0.050431078299880035 0.00022535544849233705 -0.08143275017426517 -0.020145175129254646 -0.69764426547108271 -0.0050059689482205372 0.19554355510632554 0.0013958109193481507 0.45485004194802808 -0.00064129157105735364 -0.078791049229820873 -0.15607445131237627 -0.034335785032617916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=44 2 3 4 -2 6 7 8 -4 10 -8 13 -13 14 15 16 -6 43 -16 38 -5 -22 -15 24 -24 26 -25 35 29 34 31 32 -31 -32 -29 36 -11 -35 39 -20 41 -12 -43 -14 -1 51 47 -47 49 50 -49 -46
right_child=1 -3 5 20 11 -7 9 -9 -10 27 40 12 17 22 18 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 28 -30 30 33 -33 -34 37 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 45 46 -48 48 -50 -51 -52 -53
leaf_value=0.0082617387940175663 0.031964509533992498 0.047594670702943945 0.0052525106515070377 0.072675519910968378 -0.085579845417563416 -0.035428526050795973 -0.10187889799262816 0.059485285107180097 -0.043808907981497759 0.071135033959884506 -0.057055847178877489 -0.026554612856976613 0.15173745804764618 -0.014517508815623033 -0.020024117213446886 0.001905808757527983 0.0059923325744718342 0.0097636537126598311 0.018620529963217759 -0.05027220273056146 -0.10603708400840273 -0.032373970339478607 -0.0034194540886577128 -0.013799027711986298 0.081572906084985589 0.062656389260804385 0.065340434734152755 0.025194502630322347 -0.0038649830139926341 0.0089060352812365268 0.0387913123372031 0.0078371072081991101 -0.14577638427656803 -0.0070634356993722631 -0.11304524797771001 -0.031978021743737699 -0.008337898654513563 -0.11381928850992085 0.045870030372183575 -0.10100127394755723 0.036166544173105102 0.056406620206340977 -0.0082788056182908562 -0.0035085951325781527 -0.0066545939985411381 -0.079744789486209333 -0.0042133703717095027 0.097120724872154132 0.087371425612857045 -0.069427309929818867 -0.072801682820038197 0.0081224812364632786
leaf_weight=46.09622660973514 1.9336110552358139 0.85946045253513048 42.996224311075366 0.090378480730577304 1.384761575968696 1.6934817108922278 0.1130161645123734 1.0584251744330675 0.9550661072900074 0.80323522698927152 0.37728391392374749 2.0821368203060047 0.14838397370476741 6.8077953030128793 10.658123703200546 0.64723219302686619 0.27800475150252091 6.3024575994227217 0.46036681537952917 0.53525179243297305 0.55965810790803505 1.3260470313925905 0.70378897359842085 4.4985426792802627 0.82912379881827269 0.38516187026471005 0.29069012394756999 0.8595731686305047 89.915676516470512 0.19554524004706764 0.44023783275406447 0.25564791064971359 0.56471106249227776 0.31144343768391991 0.087551021913895966 0.33611723238482216 0.40623557247363351 0.2288058153790189 1.3059995275652907 0.15543947555852355 2.7000113104272714 0.55139915108156845 1.0693122082793696 0.096456092971493379 11.430880062458984 0.90192272203057544 3.5567913168079031 0.18499125135713257 0.18136568229238037 0.48474078012077371 0.068767394201131538 19.777241128577089
leaf_count=19802 822 418 20797 13 525 909 15 483 1072 315 50 2121 40 5920 5550 247 194 4675 302 234 124 744 311 3163 390 187 311 760 89895 109 236 76 144 83 28 125 161 44 647 78 666 97 140 52 7205 434 2101 93 43 157 36 10864
internal_value=0 -0.00229918 -0.00253245 -0.00866536 -0.00664772 -0.00078826 -0.000377246 0.00549282 0.0041693 -0.00304073 0.0177166 -0.00864902 0.00355432 -0.0122878 -0.0198412 -0.0502558 -0.0703671 0.0131749 -0.0144241 0.00983721 -0.0485847 -0.0550146 -0.00365224 0.00738495 0.0429553 -0.00326263 -0.00877394 -0.00410166 -0.00463876 -0.028112 -0.0464036 -0.0782263 -0.106689 -0.0126336 0.0105871 0.0278566 0.044705 -0.0544405 0.0268828 -0.0135409 0.020963 0.000281103 0.0140979 0.0944427 0.0045113 -0.000215633 -0.0171402 -0.0420962 -0.00437815 -0.0284195 0.0493378 0.00270925
internal_weight=0 188.258 187.398 41.4794 39.5033 145.919 144.226 45.0097 43.9513 99.2158 4.81102 37.5697 8.62943 28.9403 15.4252 2.31 1.66277 6.5473 13.1152 2.45706 1.97608 1.88571 13.5151 6.70731 1.53291 5.17439 4.78923 94.4048 92.8592 2.94352 1.99639 1.0159 0.760256 0.980487 0.947124 1.54559 1.20947 0.540249 1.92181 0.615806 4.69801 1.998 1.62071 0.24484 82.6829 36.5867 5.37858 1.82179 0.919865 0.738499 0.253759 31.2081
internal_count=184008 143273 142855 26650 25769 116205 115296 22352 21869 92944 968 24947 6888 18059 7777 966 719 4767 6811 1261 881 868 10282 4362 701 3661 3474 91976 91375 1480 692 329 253 363 788 601 476 127 1027 380 953 287 237 92 40735 20933 2864 763 329 286 129 18069
shrinkage=0.1


Tree=81
num_leaves=53
num_cat=0
split_feature=3 8 12 14 9 15 10 9 4 8 8 7 9 10 11 14 7 6 10 12 12 4 12 3 12 15 3 15 11 3 14 4 14 4 6 15 12 14 9 4 8 12 5 8 5 5 7 7 14 7 10 5
split_gain=0.403221 0.261643 0.435089 0.299975 0.242908 0.217053 0.208912 0.215671 0.207885 0.219576 0.20491 0.210566 0.239476 0.220141 0.185748 0.17773 0.22436 0.203854 0.273281 0.17758 0.275269 0.208893 0.285617 0.209884 0.202176 0.197648 0.188042 0.197253 0.206586 0.182403 0.173566 0.174834 0.172199 0.177063 0.171273 0.220962 0.162253 0.291572 0.231067 0.168215 0.161906 0.177565 0.161442 0.158637 0.359442 0.353558 0.157459 0.156229 0.153253 0.24397 0.153241 0.152815
threshold=-0.089651135727763162 -0.0024796630056373508 2.441379517779585 -0.46061980340527142 0.0072905700828843865 -0.17626843234346615 0.0088969534082621819 0.1291378745567647 -0.17679121812530726 0.031777204594637967 -0.11187267648159309 -0.060151735319990275 0.064866231819504433 0.018842794103759958 -0.08270850234044537 -0.069427580205887421 0.07491193016125311 0.1835981101756731 -0.058669441986751537 0.70144990072965607 0.40475189463852151 1.3517444133702383 2.195799797454983 -0.70024702834598418 1.970836192542385 -0.058825948717433879 -0.45949081273283804 0.0095541176994810555 -0.016104269957003686 -0.15336401222157289 0.46617309236565602 -1.5076065107746826 0.018988488036749952 -0.16893394178412671 0.083223761519522585 0.19005737271084897 -1.413768811155393 -0.14298096851351802 0.012862462198174092 -0.85694199852546904 -0.013137991217134026 -1.1402835107195333 -0.061765582668589745 -0.0038445166787007047 0.27963491992528988 -0.14525922519856424 0.009443134995540595 -0.014947749968704589 -0.71820458063899328 -0.0081470597121799191 -0.0016143737994783075 -0.3629311150972942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -1 7 15 9 30 -8 -12 14 -14 -13 17 -17 48 51 20 -7 -21 23 25 -25 -23 -22 -28 -29 -30 31 -3 33 -10 35 -16 37 38 39 -33 -37 -42 -15 44 45 -20 -39 -38 49 -2 -51 -19
right_child=6 8 3 -5 -6 19 10 -9 32 -11 11 12 13 42 34 16 -18 18 43 21 26 22 -24 24 -26 -27 27 28 29 -31 -32 36 -34 -35 -36 40 47 46 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=-0.021556157794195931 -0.062867385542024409 0.062659937404713803 0.11733472014871844 0.017266676292673637 -0.029438256004374566 0.00031250782953963133 -0.052234640501704621 0.059884863145119482 -0.13294550885451023 -0.0019982906750314823 0.03149635293014829 0.057096183517746736 0.067440482739965377 0.025498410712479488 0.012763924192809434 -0.0067637671309439878 -0.046243758029032397 -0.093493186079574034 -0.016266933547022348 -0.002751609432001775 0.069137749025055595 -0.10213273371420838 0.04287628473504615 -0.042680278301733814 -0.11970265924478732 0.046016983264578599 0.043714779544707733 -0.091065074896980513 0.053095378055605762 -0.063263781437656028 -0.095849526073366581 -0.15544176417736133 -0.013382984257390455 0.0086243132919135539 -0.0059360985114282521 -0.069758711776463561 0.051109430322702737 0.046472422592688044 0.0052341075833057717 -0.011353708493624888 0.04992417806193597 -0.03060852651690887 -0.087699634600960488 0.029974055808397078 -0.02622986835653118 0.05679737331656684 -0.020195538939641582 0.020381733891254847 -0.0044017681924491117 0.12364966078558069 -0.01380452540920823 -0.0087636138963981172
leaf_weight=5.7026525920855411 0.13156064689610503 1.0413717404007972 0.53198480280116189 5.2770020578577705 0.13412155950209126 23.698170562268619 0.62034547726034261 0.49846416942455007 0.071178710888495256 4.6478951613626114 2.7377997397516074 0.63221740709195628 0.12945209498138766 0.14700111638376256 16.623534602984829 90.123542842257621 1.4458328108557896 0.31785745265005971 1.077425397624211 8.1915139802217691 0.95023586816205385 0.098155081432196312 0.41343595058424387 1.7809533046893187 0.41812981569091778 0.39101090835174623 1.0155243907865941 0.26624805702886079 0.37289969236007892 0.18860076140845183 0.10642581935826356 0.24473688870057231 4.5423846978205793 21.122168402268926 12.538135020220805 0.52878408946253319 1.8949421908910249 0.87735345724650915 0.31199437528994167 0.12148499331760865 0.39146691653695587 0.81071793663613689 0.64805637447898334 4.8816152658614547 2.1306307621016458 1.6752082233642784 0.57318860837767716 12.887912037921053 32.580409487811039 0.28796406947367359 0.1059440160606745 0.59387839658847852
leaf_count=2070 69 303 63 2058 23 11135 258 156 61 1367 1617 323 62 89 14732 81077 717 101 516 4219 362 22 101 520 83 82 444 64 215 110 42 51 3343 9587 10412 270 631 415 114 89 238 509 271 2415 761 744 291 6575 23820 86 53 272
internal_value=0 0.00518799 6.90402e-05 0.0254062 0.0877847 -0.00340247 -0.00285428 -0.00464524 0.0104094 0.01738 0.00393938 0.00495533 0.00270017 -0.0469836 0.00418261 -0.00489064 -0.0073959 0.000349895 0.0123538 -0.000653876 0.00382237 -0.0111439 -0.0331673 -0.0450651 -0.0581591 0.0137756 0.0334092 0.014511 -0.0214817 0.0132771 0.0223644 0.0231583 0.0042514 0.00803896 0.00306785 0.00921833 0.0206633 -0.00511196 -0.0583941 -0.110356 -0.024618 -0.00404282 -0.0666711 0.017259 0.00448625 0.0282771 0.0202019 0.0243766 -0.00352587 0.0491652 0.087671 -0.0395136
internal_weight=0 97.8737 49.4306 5.94311 0.666106 43.4875 171.658 135.85 48.443 22.7073 35.8075 35.1872 32.4494 0.92451 31.5249 135.352 91.5694 43.7825 10.6766 37.7849 26.4917 11.2932 3.10169 2.68825 2.19908 0.489166 2.79351 1.84327 0.827749 0.5615 18.0594 17.953 25.7357 21.1933 30.8926 18.3545 16.9116 2.12876 0.678216 0.366222 1.73097 1.20218 0.795057 9.76488 4.88326 2.75263 1.45054 14.7829 33.1059 0.525469 0.393908 0.911736
internal_count=184008 44440 21571 2144 86 19427 139568 110787 22869 9878 28781 28523 26906 422 26484 110631 81794 28837 4809 17357 12330 5027 808 707 603 104 1195 833 389 325 8511 8469 12991 9648 26161 15749 8166 960 254 140 1017 747 360 4436 2021 1260 706 7206 24028 208 139 373
shrinkage=0.1


Tree=82
num_leaves=53
num_cat=0
split_feature=0 9 0 4 1 13 8 1 11 8 2 11 10 2 9 10 0 6 8 10 13 2 11 6 16 16 4 6 8 4 9 1 16 4 1 11 9 6 11 10 2 13 0 0 8 8 13 9 5 1 8 10
split_gain=0.384252 0.331471 0.317832 0.278098 0.298944 0.274485 0.264087 0.254494 0.235755 0.228254 0.2347 0.197487 0.197348 0.265064 0.261739 0.263297 0.25287 0.253406 0.240406 0.239384 0.225521 0.223455 0.198412 0.196712 0.346758 0.236439 0.185464 0.181356 0.178487 0.236364 0.201082 0.177178 0.176659 0.279107 0.184047 0.201542 0.267498 0.200424 0.180132 0.194718 0.177906 0.179518 0.167663 0.16763 0.166925 0.300107 0.16596 0.159007 0.157066 0.156823 0.155445 0.152888
threshold=9.8686759884003563e-05 0.0057395690618698945 0.0035281032323837285 1.6876572426479974 0.72122400999069225 -0.11173633785881797 -0.085128280238896264 0.9683775305747987 0.058148585934557614 -0.0069463166457623812 0.00021217850007815289 -0.012350934381829274 -0.0018553707562834259 0.028931009583175186 -0.063640142605137881 -0.046250838310558297 0.01657422631978989 -0.016381743120034927 -0.0038445166787007047 -0.0031155725269509126 -0.058006582993725089 0.051643410697579391 0.01144183610110267 0.041425050241138371 -0.074516158193749876 0.035174943489414474 -0.82501773084887464 0.25932051138059398 -0.0089350533873050302 -1.369188813020384 -0.12677136821785523 0.99751281738281261 0.28650387156990181 -1.0949240173038122 0.067267496138811125 0.013569932551206372 0.0064790520408069515 0.20795942719341878 -0.11292359675929789 -0.046250838310558297 0.015440152958035471 -0.11173633785881797 0.00040873955003917223 0.020044714212417606 -0.0045161054679111919 -0.0035172579000073132 0.55267924412856828 0.0015756024000098832 -0.21961764206725934 0.9968472719192506 0.041611777668355623 -0.0033161332637840252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 5 4 8 -3 -4 -5 44 10 11 -6 13 16 -15 21 51 -18 28 47 -21 -16 -20 24 -11 31 50 42 30 -30 -14 49 34 -34 35 37 43 -8 39 -36 -39 -42 -7 -37 -1 -46 -22 -19 -12 -26 -23 -2
right_child=1 2 6 7 9 27 32 -9 -10 23 48 -13 18 14 15 -17 17 19 22 20 46 26 -24 -25 25 -27 -28 -29 29 -31 -32 -33 33 -35 38 36 -38 40 -40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.06469417408029389 -0.011513515156331805 0.037031705021252456 -0.039166600158129922 -0.058264226765595409 0.096052182954022736 -0.01513242397367514 -0.011113993197510731 0.064309729104815749 -0.06740873353393928 0.034173452961433419 -0.10676355089151304 0.0054516263886372112 -0.069693848520503782 0.031263961192358206 -0.090363596572347646 -0.011942712628313049 -0.0052630917869050083 0.026982890502720847 0.0053941711126749342 0.070040096298592633 -0.047930306732806301 0.035073620684540278 -0.013964675433701453 0.0063416263667984947 -0.080086126274189401 0.026409660095864557 -0.082380706871427761 -0.026855057577214514 0.046970928545102202 -0.016967599003062033 0.0013872589506093798 -0.011755642751083916 -0.089909607310814946 0.0092547509153810895 0.053455653977217014 0.16191394336657705 0.0101377692170501 0.066575171387501547 0.010250969089527915 -0.085769495483177915 0.021811624576167706 -0.018165927559728939 0.022728368460140865 0.014647866101286209 -0.098914350535315831 0.030192439863412926 0.1137303314555763 -0.011968373082067234 0.023389041013318169 -0.18342871612518369 -0.050569161742504115 0.012069388398939059
leaf_weight=1.3147609490624743 19.938216834057133 5.199966015582504 1.4982237363419688 0.17360595094214559 0.49986317645743839 1.501903307068458 17.420371721734007 1.7600255179131634 0.21914858638774593 0.43179295036497789 0.16378173533303197 0.45383794325061788 0.38899887137449596 1.3110346484772879 0.77958384110388479 36.054039946704506 9.3194653566956749 8.7931277881932584 60.131567782293132 0.20807042583692248 1.1117699902724765 0.54935127802673367 5.7884629858311305 1.46717590703156 0.68482567957926466 0.21728082962545148 0.33984141899145459 1.2744924763865126 0.58468543949493224 15.012879196380252 18.777036052386851 0.25935940905765165 0.50244003779516788 0.61841004061807214 0.12279827789461706 0.18021681069512752 4.3756429535333154 0.50720553198334428 29.735957371271979 0.3642263319688962 2.663621072892056 1.9163134399614135 5.1088842621093136 0.13311473760950321 0.17647443001260388 2.5680614514612885 0.050841288684751018 1.1793915402663504 0.1791793807369686 0.19830875680054305 0.3209085855523881 3.1735255967805633
leaf_count=280 9444 1646 635 25 68 495 16636 190 42 102 34 95 290 872 246 29099 6452 5900 50408 146 730 256 5324 267 206 110 362 355 259 11221 12262 54 123 467 29 19 4136 230 15811 124 1639 1138 2089 172 28 600 26 768 83 15 129 1608
internal_value=0 -0.00056937 0.00512454 0.0186981 0.0111261 0.0192354 0.00204437 0.0528786 0.0300528 -0.00669711 0.0285416 0.0538178 -0.00283477 -0.00644027 -0.0123937 -0.013912 -0.00108507 0.00695006 0.000142696 0.0169769 -0.0219999 -0.0491784 0.00369099 -0.0207967 -0.0428667 -0.0674546 -0.0217308 0.00744333 -0.00658417 -0.0145206 -0.000118021 -0.0854356 0.00311053 -0.0358999 0.00388279 -0.00208505 0.016737 -0.00601623 0.00925111 -0.0500254 0.0114186 0.00507891 0.0141094 0.103455 0.0355827 0.0213136 -0.0392707 0.0223634 -0.0409425 -0.106422 0.00311652 -0.00826858
internal_weight=0 256.937 73.1238 10.7675 8.83385 13.0852 60.0385 1.93363 4.27845 4.55541 1.29666 0.953701 183.813 83.1292 39.3548 38.0437 43.7744 20.6627 100.684 11.3432 1.37068 1.98969 65.92 3.25874 1.79157 1.35977 1.2101 7.88528 34.7636 15.5976 19.166 1.14249 58.5403 1.12085 57.4195 27.1965 4.68897 22.5075 30.223 0.487025 5.08714 4.57993 6.61079 0.313332 4.0593 2.74454 1.16261 9.97252 0.342961 0.883134 0.87026 23.1117
internal_count=183745 181546 45744 2199 1984 4585 41159 215 950 1034 280 163 135802 56038 30964 30092 25074 14022 79764 7570 902 993 55732 754 487 385 747 2939 24032 11480 12552 275 40524 590 39934 23970 4327 19643 15964 153 3007 2777 2584 191 908 628 756 6668 117 221 385 11052
shrinkage=0.1


Tree=83
num_leaves=53
num_cat=0
split_feature=0 8 12 9 3 12 8 5 14 7 5 13 5 12 13 9 15 13 0 12 5 3 11 15 3 10 13 5 15 14 12 10 7 13 14 7 11 9 12 5 14 8 14 5 10 14 8 8 0 3 13 5
split_gain=0.38731 0.30853 0.268544 0.193682 0.405381 0.268029 0.294826 0.219252 0.218647 0.333808 0.32916 0.27257 0.26478 0.314096 0.285255 0.313461 0.224134 0.252827 0.205661 0.206914 0.195572 0.186033 0.185383 0.168031 0.276253 0.28055 0.226948 0.159259 0.201525 0.192155 0.161202 0.223689 0.16499 0.159023 0.157999 0.173777 0.192327 0.240482 0.258554 0.293966 0.18228 0.194879 0.177425 0.161478 0.158019 0.212312 0.157726 0.159963 0.15748 0.327979 0.23309 0.23264
threshold=9.8686759884003563e-05 0.085906999784987476 -1.1247793018844916 0.0057395690618698945 -0.81289954809471954 0.13018237439208855 -0.0038445166787007047 0.72509935908089462 -0.13702941636360697 -0.034797583425450369 0.72507360347951033 0.3597334539523841 -0.53330791942589106 0.44885256373272292 0.2553114464351614 0.0072905700828843865 0.15622034176958341 0.13475461916081455 0.02106235641986132 0.25038217037553973 0.47826886154817955 0.10491197626106442 -0.11292359675929789 -0.13717576037080834 -0.3147177724167704 -0.0032187178628555733 -0.015631558615610729 0.42233064712311347 -0.32512466466497825 -0.056787764147564125 -1.5275676958325586 -0.032862565345921614 -0.014124544105297359 -0.17459108382985725 0.36390556715777728 0.0010712604357370956 -0.0033673826850597328 -0.0053550299069819287 3.6280312456611594 0.42233064712311347 -0.01052575726503475 -0.0013290177107788037 -0.053842473645608568 0.31625952975072097 0.0041637107786918282 0.079003507679823989 0.033693622897759297 -0.013137991217134026 0.030769628472626213 -0.018626369535923001 0.3597334539523841 -0.23219217673406423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 3 21 5 -5 6 20 33 12 11 22 -10 -6 18 -15 -16 17 -12 46 -20 27 -3 -11 24 25 -1 -27 30 -29 -30 31 -2 -32 -7 35 36 37 40 -39 -40 -35 -42 -38 44 -37 -46 47 -14 49 50 -34 -52
right_child=1 2 -4 4 8 7 -8 -9 9 10 16 -13 13 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 32 -33 48 34 -36 43 42 38 39 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.007595835568697893 -0.12413434739783041 0.081124770044466998 0.0038017847071194974 0.046979497101708387 -0.049709685682581516 -0.013115916895389539 -0.0019147693222286565 -0.051962413053898787 0.024749306924782326 -0.097694762029632704 -0.08886903257410976 -0.092403319040650855 0.016422970899453951 0.0041697089504579296 0.089536147596798482 -0.067976199725025471 0.047946564236590279 0.040738630011270399 0.003443969749426463 0.074020655051677819 0.015626784612331558 -0.010683402332120385 -0.0025661114906193974 0.023068212722886478 0.037078245415782772 -0.24191699766980046 -0.027092622215331437 -0.14567169177936629 -0.096139276515350924 0.014749559588707091 0.0012274535485174416 -0.027267564106851397 -0.024469617370862271 0.01476590434314146 -0.037066573130961983 0.00085870969805066559 0.025189637906349233 -0.012774710985766416 -0.093288168672613553 0.096589601177560519 0.00163444757148233 -0.074485764071856198 0.0016239654284955351 0.023895125089429946 0.034999450070803156 -0.0030678299744392604 -0.015803853180722964 0.046781004347553737 -0.0078209761910777841 -0.059766547775201878 -0.044946672080726141 0.028879106301934555
leaf_weight=0.30023478090515709 0.26350343170633994 1.116070423195197 1.6489387120018353 2.0778705705579332 0.68771907524206 5.5751031934323683 76.11297425838319 0.71519632291165081 5.6974085151346108 0.18834278054418874 0.9759133118095622 0.18874179580598127 2.8294884615261253 4.7438580111038382 0.12761866040818848 1.0694207916430967 0.17578157512616588 0.16677333997813548 6.7158024221901078 0.42536328428468539 2.2659518611781087 0.26935689056153922 39.637549440330986 9.6126689350858197 0.42639095507911307 0.11153797998304071 0.087409781204769388 0.18263232970639365 0.24018918492583907 0.38697579883591871 7.4389075672827358 1.6996465640550003 7.967549433597922 5.6128333353944981 0.88413331788069527 14.782829372620204 4.3295753509542001 8.7536051201077427 0.69634898581534876 0.077665084652835503 0.97430468524635216 0.49545124479300529 12.063387606654947 7.111516586624929 3.6893445087557657 2.4182402061223911 0.64843481578282069 4.5875764375873604 12.530253592047755 2.0834617711943855 0.54265836460854222 1.7823564711015931
leaf_count=78 79 355 896 818 200 6763 57717 325 2926 49 300 50 1003 2037 37 399 55 52 4039 140 1160 162 30917 2012 66 10 33 21 98 244 5258 1411 4278 3057 946 12027 2767 4365 196 15 734 454 12108 2739 2544 2679 190 1952 10372 1309 304 999
internal_value=0 -0.000399077 0.0312057 -0.000780846 0.00364959 -0.00251109 -0.00548776 0.00244424 0.00233054 -0.00150935 -0.00469822 0.0207286 0.0105957 0.0125966 -0.00688689 -0.0501298 -0.0535225 -0.0696221 0.0202075 0.00781947 -0.0127579 0.0633652 -0.00305893 0.0191474 -0.0212436 -0.0706271 -0.157402 -0.0145963 -0.0579935 -0.0291829 -0.0135428 -0.0412567 -0.0118392 0.00303441 0.00449258 0.0051054 0.000188267 -0.0073916 -0.0177525 -0.0725123 0.00655545 -0.0246031 0.00786827 0.010897 0.00645577 0.0199616 0.0311349 0.0352662 -0.0157401 -0.0237353 -0.0163522 0.01144
internal_weight=0 255.655 3.03437 252.62 70.9437 181.677 113.497 68.1795 68.8658 47.0305 41.1444 5.88615 21.8353 21.1476 5.9409 1.19704 1.31847 1.14269 15.2067 7.14117 37.3841 1.38543 39.8259 10.5382 0.925573 0.499183 0.198948 35.1181 0.809797 0.627165 34.3083 1.96315 32.3452 67.4643 61.8892 61.0051 33.0032 16.6102 9.52762 0.774014 7.08259 1.46976 16.393 28.0019 20.8904 6.10758 8.0655 7.41706 24.9063 12.376 10.2926 2.32501
internal_count=183745 181546 1413 180133 45164 134969 83250 51719 44346 34349 31373 2976 9997 9797 2473 436 407 352 7324 4179 25533 517 30966 2199 187 121 43 24373 363 342 24010 1490 22520 51394 44631 43685 23696 8821 4576 211 4245 1188 14875 19989 17250 5223 3145 2955 17262 6890 5581 1303
shrinkage=0.1


Tree=84
num_leaves=53
num_cat=0
split_feature=1 6 10 9 2 9 10 13 14 9 8 4 7 14 2 10 14 9 10 7 8 13 1 9 13 4 4 1 9 10 14 14 6 12 13 9 4 14 10 8 12 4 6 11 12 11 12 6 8 4 7 14
split_gain=0.373405 0.221046 0.305883 0.608918 0.252887 0.390325 0.244531 0.216984 0.207022 0.201815 0.197436 0.267451 0.217843 0.254125 0.196147 0.223066 0.197691 0.363393 0.190239 0.237148 0.257559 0.208239 0.196664 0.191014 0.188788 0.262979 0.236968 0.195999 0.188368 0.366221 0.196568 0.24828 0.202914 0.192497 0.185616 0.180819 0.180372 0.17844 0.183813 0.24754 0.178319 0.309792 0.250085 0.188045 0.178157 0.178097 0.175767 0.170722 0.166808 0.166357 0.268931 0.166124
threshold=0.12744797021150592 0.20018402498989959 0.0025696994314975186 0.032716554268331845 0.037814991548657424 0.017878221045410803 0.035414932009582012 -0.44201962847439519 -0.28119008491823178 -0.022893616131316331 0.0046772493236039705 -0.90604842446464373 -0.027633122233564424 -0.084851489316110071 0.037814991548657424 -0.030819591166362712 -0.42890147155098618 0.0042836891755525189 -0.0018553707562834259 0.0473459621760303 -0.0112873040074161 0.50460092606511442 0.10361928865313531 -0.010337647346132401 -0.232687912664056 -1.2410112220967833 -0.044218375167034994 0.67665824294090282 0.076419378223717957 -0.038442147546810482 -0.013008749638550412 -0.15607445131237627 0.23030101333906003 2.9946123750811124 0.12414044263923325 -0.0043777664157406259 -0.10468241956687274 -0.16662288990597321 -0.002830042987551113 -0.0081393796794229142 0.17118057419276259 0.72264838140897514 -0.24580405555463994 0.0014285022716947007 0.074199995167945607 0.0041838511464179981 -1.2621213380714158 0.02185349083894773 -0.0037353215082725636 0.18663143364737042 -0.054931091816334744 -0.26280688668866531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 6 24 8 40 -7 -6 -1 11 12 -11 46 16 -16 17 -13 23 20 -20 45 -21 -15 44 -26 27 35 29 49 31 32 -31 36 -35 -27 -34 51 -39 -40 41 42 -4 -43 -2 -22 -14 -42 -48 -3 -51 -28
right_child=1 28 3 -5 5 7 -8 -9 -10 10 -12 14 13 18 15 -17 -18 -19 19 22 21 -23 -24 -25 25 26 37 -29 -30 30 -32 -33 33 34 -36 -37 -38 38 39 -41 47 43 -44 -45 -46 -47 48 -49 -50 50 -52 -53
leaf_value=-0.015793292260968161 0.045959614507011942 -0.030693793702254276 -0.020483897049602726 -0.054127433884407918 -0.075816290289290003 -0.065252230052821297 0.07149725505661686 0.067818895689866876 -0.010320465423515206 0.02119160710729498 0.002110943712555722 -0.13045249400532891 -0.051037902658162909 0.038165348030412272 -0.092885224574538905 -0.012932108357508959 -0.00037283280615707851 0.013933751578976845 -0.018419184056627361 0.061708491265328937 0.004603891371244024 0.089336962467876424 -0.065253139758664092 -0.019655204714533456 -0.054958011706233871 0.034253576075055442 0.00058768786921888127 0.040286893282772941 0.027928871295215648 -0.056566981224526691 -0.019243855944703125 0.012431550661843191 0.023023611438396787 -0.039746325885952498 0.10339699668087876 -0.0010332100073938871 -0.017859530194540896 -0.012804383900418256 -0.027441493365374547 0.016959159889355421 0.035025391496998438 -0.013441305791542752 0.023574261218182652 -0.10096479533644571 -0.004540931082671582 0.045544272229659774 0.011587907343286756 0.00073964202919868383 -0.033999027752534258 -0.19722127233229683 -0.021535713599101169 0.021366892695455716
leaf_weight=13.302030605611433 2.1534856708203729 2.459831836440578 1.5637886051799839 1.1346376714809583 0.48269259956214128 0.1270709920572699 0.88825138087213318 0.90391603463376557 14.171220740681745 5.0795839026650382 50.139319847494562 0.31304302186254318 1.4555359550231513 0.63811921955038986 0.33504858732885523 38.732749890060234 22.269539567731044 0.36223750447607017 3.1386685367892877 1.2380665214659536 6.0514592802155498 0.34679906060955534 0.12081887291424198 4.4715877329763396 0.71243161362872243 2.0745203306523763 8.9410041923683803 3.0355916856342446 1.7083579839490983 0.84921065674462681 5.2239932100437683 10.86368041657124 1.3451282002115474 0.11912975617451582 0.27944291595122195 4.7443040776588514 5.1897207245233403 11.484587576750977 1.5841200341310466 5.8043759282736707 7.3366804122952072 0.8766422033204424 6.9989966851294456 0.32712233755955822 1.0256205446694364 1.2726236032578979 1.7455013406142823 1.8106561694512491 1.4583182723249657 0.14920689642895013 0.19269996305592929 6.7374334811483925
leaf_count=9666 964 918 779 425 231 50 361 374 10327 1960 41175 68 598 264 393 44647 15057 135 1421 383 2754 117 40 1856 174 1363 3554 3292 538 349 2362 4051 521 32 32 2970 1458 7283 946 3884 3294 508 4770 160 508 576 718 1411 522 11 127 3685
internal_value=0 0.0035454 0.00609859 0.0165851 0.00266349 -0.00836231 0.0206813 0.0505979 -0.0125662 -0.00403351 -0.00290763 -0.00573382 0.00256881 -0.00175678 -0.00935074 -0.0136593 -0.00200978 -0.0546131 0.00383703 0.010633 0.0056452 0.0155112 0.0497305 -0.0123282 0.00624593 0.00458011 0.00555671 0.0192206 -0.00409325 -0.00616135 -0.002134 0.00267316 -0.0109458 -0.005229 0.0607412 0.00976277 -0.00940495 0.00165184 -0.00489639 0.00739692 0.0182306 0.00880956 0.0155026 -0.0383376 0.0297322 0.0118097 -0.0224365 0.0282532 -0.00923477 -0.0402462 -0.104104 0.009531
internal_weight=0 113.3 84.9192 20.9368 63.9824 15.6849 19.8021 1.03099 14.6539 152.471 139.169 89.0297 27.0171 21.9375 62.0126 39.0678 22.9448 0.675281 17.2781 12.1684 10.8096 7.67088 1.35889 5.10971 48.2975 45.1184 44.4059 9.85442 28.3804 26.672 23.8703 18.6463 7.78263 6.93342 0.398573 6.81882 6.53485 34.5515 18.8731 7.3885 18.9139 9.76655 8.56279 1.20376 3.17911 7.32408 4.65936 9.14734 3.20382 2.80174 0.341907 15.6784
internal_count=184062 61712 51313 11708 39605 10982 11283 424 10558 122350 112684 71509 11209 9249 60300 45040 15260 203 7411 5291 4868 3447 423 2120 28623 27151 26977 7625 10399 9861 8805 6443 2392 2043 64 4333 1979 19352 12113 4830 10922 6217 5549 668 1472 3330 1838 4705 1240 1056 138 7239
shrinkage=0.1


Tree=85
num_leaves=53
num_cat=0
split_feature=9 2 8 6 0 14 16 6 14 9 10 15 10 6 9 3 7 7 14 15 9 11 7 16 3 11 16 11 6 3 9 10 6 0 11 16 3 6 14 7 15 15 8 7 0 14 14 6 14 7 2 7
split_gain=0.309465 0.244482 0.240984 0.200193 0.233959 0.219345 0.21603 0.206522 0.514843 0.19925 0.180011 0.177569 0.175613 0.165213 0.16505 0.164763 0.164421 0.160439 0.16441 0.151731 0.263619 0.179274 0.201709 0.166724 0.208417 0.20178 0.149338 0.145316 0.263813 0.183374 0.182591 0.162303 0.174474 0.141047 0.137999 0.132427 0.131744 0.136273 0.131471 0.129953 0.181788 0.197859 0.162487 0.13611 0.211731 0.147389 0.135115 0.125773 0.180248 0.122464 0.130782 0.115512
threshold=-0.022893616131316331 0.09003563225269319 0.0046772493236039705 0.22056190525538538 5.0045073294313631e-05 -0.069427580205887421 -0.041145958303077358 0.23030101333906003 -0.18302234094387582 0.0031897252347984021 -0.083069443901598913 -0.068505592991959643 0.00030291158744921173 -0.11214922614195552 0.0058782560464136499 -0.089651135727763162 0.0056456980435084297 -0.00019217391525557065 -0.079603570440058558 0.23476462279181867 -0.015221188586027294 0.00031538119176725349 -0.031421672071368582 0.068677716308964507 -0.3147177724167704 0.0035852674210130058 -0.20003049014067065 -0.014279718434326018 0.46470522414568399 -0.10851201007608323 -0.0013766853655138183 -0.021309704346315701 0.27092136782564669 0.0024143621558323507 0.0014285022716947007 0.067243210439672782 -0.44060474447906012 -0.10840568098779758 -0.11862821463149646 0.0052186488326408211 -0.16003512467854464 -0.09168123020727055 -0.0034067301450645153 0.0074437535305866076 0.043267773464322097 0.01660191451438359 0.0023056428054702674 -0.33518805525249912 0.021420152273368166 -0.0093916111510529993 0.00053215946536511194 0.0079907527625480788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 12 4 5 -2 9 8 -5 -7 -4 26 13 14 38 34 49 -15 -19 -6 -21 22 -22 24 -23 51 -9 28 29 33 -30 32 -31 -13 -12 -26 37 -14 -3 -28 43 42 -42 44 -41 46 -45 48 -18 -1 -51 -25
right_child=1 2 10 7 19 6 -8 11 -10 -11 15 27 36 17 -16 -17 47 18 -20 20 21 23 -24 25 35 -27 39 -29 30 31 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 41 -43 -44 45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=-0.010363797156491147 0.035438316101969479 -0.097291048428438331 -0.067708439099099738 -0.1464298294376789 0.0038795074959070645 -0.14140339983099393 0.020135904266974904 -0.067803516124274765 -0.0066346665300352301 0.0045901146597141385 0.045137501552710076 0.035399704062379959 0.099611966068921712 -0.021255181587010539 0.0082544449059069481 0.00020364149677659771 0.030758164676514668 -0.043364754594436172 0.017791674116704743 0.075663499535480475 0.061756360920638034 0.042162970933081106 -0.0077791739264756569 -0.084128889497956619 -0.053433566755883656 0.026659564467131969 -0.0035604367670512812 -0.0021740255094866057 -0.11136797163080044 0.11941632266962754 -0.0061464050861170672 0.02429307092523042 0.026766958746344001 -0.019802249134041289 0.003635481596468908 -0.17144369305648999 -0.0063295328055952829 0.0034013093707462466 -0.038094669424114491 0.04066941120802775 -0.012172166610874981 0.0052808270698155232 -0.098143098397329986 0.0018928580131934609 -0.16268124037132284 0.067704927733338069 -0.12971587794603237 -0.020077426517579433 -0.12485031238095956 -0.070120699717273652 0.021997978358187821 0.0067843313564500754
leaf_weight=6.9135344820690534 3.9751969431790712 0.4332927519953963 0.34417102976294955 0.33618279666734441 135.23156311660659 0.19382764917099848 0.56763629680244676 0.47988799058293707 1.0389182819590121 0.16565482158875966 1.5938360829386575 0.84125053842763031 0.22132130568934372 6.5044165063452501 0.65210351809037082 21.600644821358852 0.096242535335476442 0.51869070457723898 2.4270597047393485 0.32726862751314811 0.44523457321156357 0.20761914330068965 4.2111512282472168 0.34859678410066386 1.6688716823819052 0.82824225543936336 6.4271257916095674 20.547110225281589 0.19849758731470502 0.4980725322311631 0.70618906093841349 1.1469736659164471 0.35646179654213483 0.98719171198899858 1.6001071131013302 0.088423447592503979 21.409655208105619 0.38697245866933627 2.6715171301502769 0.078868246753700411 0.30919950373845484 0.42589773036343093 0.79281273718515866 0.79939234854100483 0.10317553185450379 0.30938132468509139 0.068791046927799471 8.9107833175958131 0.24041057419526624 0.14839016060887145 2.2431077001683661 0.22203145026651327
leaf_count=5289 903 302 123 86 84760 28 151 170 619 31 920 163 130 8089 700 25601 42 388 2307 138 142 71 2215 143 819 372 2204 6828 115 90 438 455 153 339 1324 9 25493 246 3290 26 156 207 277 381 16 128 17 5273 38 59 1680 118
internal_value=0 0.000372773 -0.00515213 0.00217647 0.00380663 0.0252499 -0.0182813 -0.00446247 -0.0422298 -0.0770525 0.00232644 -0.00296144 -0.0104878 -0.0195973 -0.0372976 0.00334592 -0.0130161 -0.0125043 0.00682965 0.00307148 -0.00999951 -0.013653 -0.00092287 -0.0311785 -0.049833 -0.00468204 -0.0143796 0.00146904 0.0172285 0.0286906 -0.0309173 0.0494687 0.0820882 0.00569102 0.0244796 -0.0610123 -0.00501233 0.0402228 -0.0468575 -0.0115045 -0.0290581 -0.0525212 -0.074592 -0.00235644 -0.0787622 0.010441 -0.0109048 -0.0224467 -0.0810467 -0.00361925 0.0158117 -0.0496097
internal_weight=0 245.296 60.3638 184.933 148.481 4.90232 0.927119 36.4514 1.3751 0.359482 25.1388 35.0763 35.225 13.2071 3.75691 24.7946 18.5525 9.45017 2.94575 143.579 8.34744 8.02017 4.65639 3.36378 1.96491 1.39887 9.79453 25.2817 4.73464 3.82995 0.904687 2.00151 0.854534 1.82844 3.19394 1.7573 22.0179 0.608294 3.10481 9.31464 2.88752 1.52791 1.10201 1.35961 0.182044 1.17756 0.868183 9.24744 0.336653 9.30503 2.3915 0.570628
internal_count=184062 171681 68913 102768 89900 1113 210 12868 705 59 27968 12163 40945 15076 4292 27845 12381 10784 2695 88787 4027 3889 2357 1532 899 633 3582 8581 1753 1200 553 698 243 502 2244 828 25869 376 3592 3412 1208 640 433 568 42 526 398 5353 80 7028 1739 261
shrinkage=0.1


Tree=86
num_leaves=53
num_cat=0
split_feature=3 8 6 1 3 4 3 2 8 14 1 7 3 6 8 3 1 11 6 7 15 15 11 14 15 2 2 2 6 3 7 2 11 11 12 14 4 12 7 0 0 3 0 14 2 7 7 12 1 8 0 11
split_gain=0.316153 0.243914 0.214877 0.212836 0.29084 0.211032 0.339214 0.300738 0.195921 0.250279 0.174359 0.165294 0.162759 0.218779 0.175951 0.187345 0.206064 0.175446 0.223319 0.191052 0.193245 0.168103 0.202342 0.179357 0.165261 0.168766 0.162474 0.160164 0.175485 0.30094 0.176572 0.167098 0.226945 0.195725 0.199913 0.172147 0.254663 0.296997 0.165375 0.16442 0.157294 0.25196 0.16332 0.153039 0.150383 0.150017 0.221417 0.312969 0.199003 0.163596 0.189821 0.156397
threshold=-0.11580514209344982 -0.061770429867159179 -0.25875983546679221 0.99876272678375255 0.092516791075468077 0.68618150553910418 -0.15336401222157289 0.0004692982765845955 0.002404100722748831 0.13032107814670832 0.016380745917558674 -0.0051919696032537059 -0.60356884775683273 -0.25241808270869082 0.0065498094236960134 -0.44060474447906012 0.086609110236167922 0.0016142134985523916 0.34396637983815553 -0.0043904441197029414 0.048412491603312936 -0.09168123020727055 0.012230968835311429 -0.12098041915958065 -0.13456482343528531 0.021495586261153225 0.00012462772428989413 4.2918286453641494e-06 -0.11214922614195552 0.10491197626106442 0.051121744799855942 0.99528366327285778 0.0020841875449420923 0.0015517058892043272 1.9247960975126481 -0.29181048767529577 2.1111703941363182 1.4967193652235304 -0.0022959113307534254 0.17833017557859424 0.029591004364192489 0.0083269737660884875 0.030769628472626213 0.012994341377493069 2.2826218810223512e-05 -0.020391205686078055 -0.014124544105297359 -0.70946580217226041 0.071366131305694594 -0.0069463166457623812 0.00022535544849233705 -0.01049594244830321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 8 27 26 12 -7 -8 -1 -10 -2 -9 13 44 17 16 -16 19 21 20 45 22 24 -24 -19 -26 -5 38 29 31 -30 32 33 35 -35 -29 37 -37 -3 -31 41 -32 -42 -27 -4 51 47 -47 -48 -50 -51 -14
right_child=1 3 5 4 -6 6 7 11 9 -11 -12 -13 14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 43 -28 28 30 39 40 -33 -34 34 -36 36 -38 -39 -40 -41 42 -43 -44 -45 -46 46 48 -49 49 50 -52 -53
leaf_value=0.0096869020598688155 -0.087822502807635858 0.07886698108057269 0.055952685658854584 -0.1274261088617121 0.079354477261543627 -0.0095667088842753614 0.068623212869378433 0.058828662891607424 0.050835598639220096 -0.048344813396676539 -0.019668347141615423 -0.024237900189134867 -0.014369463795466234 0.02317813844049867 -0.086856217667221236 -0.0016507063342250058 -0.013855097818754672 -0.018417303762287281 -0.049958104443474871 0.019301500713943223 0.022940782496966999 0.011786131959090956 -0.035619958364421445 0.044578115839156225 0.010024322839974252 -0.16564809136859945 0.04144623868529837 0.019440527563930027 0.0005838971587814203 -0.048017645512742846 -0.026776695317700817 -0.058606581450606793 0.0083959360393360914 -0.027677514624446859 -0.13350320713145286 -0.008605504003802408 -0.042816929502959615 0.035028756913493178 0.0047182776315720203 -0.016211977666509149 0.12465894812869205 -0.1378247744352086 -0.0086458261946584063 -0.037273152743823618 -0.035745484070962778 0.011343436896280474 -0.07054078904612994 -0.11841481033759829 0.033086121034781674 -0.1548793822082242 -0.0096824730782622322 0.043819240549154703
leaf_weight=7.3817515517057455 0.40083968621729482 0.47159892981289886 0.19753996329381962 0.34930281188189738 0.096984338641050272 20.076702297261367 1.0857657739688868 0.30333181846799562 2.4864061770349513 0.26930263815302158 3.8932396121936108 0.92759065679274477 1.0599796357109879 8.8526935153624873 0.55331912923793325 8.5121415932335349 1.22512754697982 1.2881988201388592 0.93927167835408987 13.672981339765107 2.3351822950244241 5.2782874834879268 0.42922332705347799 0.72843897542043101 0.13971810221846626 0.23301866936344595 0.058737250307331124 2.4410968714328183 115.3167790554802 2.013127801502832 1.7513288419304434 0.52347010265475447 12.716889601954788 1.2179920900689456 0.1951291168697934 20.300574991631962 1.9502830909623288 1.672322878092017 0.78731052654984413 8.3492988047084946 0.076604888592555986 0.21631712051021157 3.8082191118728588 0.16786038913778611 1.075289908396371 0.2899735218124988 0.42040338346851047 0.48636158162025811 0.96081962228981888 0.082833413883235618 0.90068917166581741 0.79265594160278841
leaf_count=2702 368 69 15 209 34 7086 313 152 846 135 1793 570 315 4960 181 4013 522 477 442 9282 956 2687 130 236 78 64 96 1080 97297 2000 846 428 9125 945 55 14118 836 1481 127 11041 33 56 2593 79 279 132 219 176 527 28 591 264
internal_value=0 -0.00286655 0.0045975 -0.00228513 -0.0660065 0.0027012 -0.00537905 0.0307103 0.0182273 0.0408979 -0.0263628 -0.00322752 0.00627624 0.0176049 0.00343728 -0.00784674 -0.037196 0.00728386 -0.00422297 0.012326 -0.000702709 0.00106983 -0.0178283 0.0147552 -0.0383984 -0.0839303 -0.102409 -0.00209332 -0.00235417 -0.00725044 -0.000277224 -0.00339956 -0.00266075 -0.00772477 -0.0437525 -0.0057658 -0.00835023 -0.0052592 0.0331993 -0.0224618 -0.0171956 -0.0400983 -0.00546698 -0.115721 -0.0209453 -0.0118007 -0.0250603 -0.0707708 -0.00964193 0.00404008 -0.0244183 0.0107048
internal_weight=0 178.607 83.1529 174.313 0.505024 73.0154 22.3934 2.31669 10.1375 2.75571 4.29408 1.23092 50.622 10.1255 40.4965 10.2906 1.77845 30.2059 9.20402 21.0019 7.3289 8.26475 2.98646 1.15766 1.8288 0.540597 0.40804 173.808 172.549 51.3802 121.169 41.0178 40.4943 27.7774 1.41312 26.3643 23.9232 21.9729 1.25891 10.3624 5.85247 1.96765 3.88482 0.400879 1.27283 4.99372 3.14108 0.776335 2.36475 1.94434 0.983523 1.85264
internal_count=183087 144630 38457 142469 339 34774 8121 1035 3683 981 2161 722 26653 5254 21399 4716 703 16683 4193 12490 3208 3751 1064 366 698 221 305 142130 141934 41109 100825 28068 27640 18515 1000 17515 16435 15599 196 13041 3528 902 2626 143 294 2252 1673 308 1365 1146 619 579
shrinkage=0.1


Tree=87
num_leaves=53
num_cat=0
split_feature=1 11 8 9 2 11 3 3 15 8 0 3 0 6 6 9 1 11 0 2 10 10 15 11 0 11 2 12 7 11 9 8 2 1 3 1 1 7 10 11 2 1 12 6 0 12 7 10 15 7 3 10
split_gain=0.283009 0.239693 0.273917 0.20074 0.171294 0.339796 0.161475 0.150048 0.146983 0.166976 0.230194 0.210977 0.171946 0.153644 0.259744 0.265768 0.201934 0.172867 0.154233 0.157819 0.148256 0.144818 0.143554 0.172769 0.150739 0.137289 0.192981 0.137232 0.127322 0.200548 0.198272 0.264726 0.196776 0.217923 0.209558 0.153695 0.152277 0.14428 0.138828 0.187671 0.182749 0.170769 0.368438 0.158062 0.16977 0.137261 0.134605 0.136595 0.158038 0.128592 0.227419 0.204297
threshold=0.073603428900241866 -0.067096424869057078 -0.061770429867159179 0.1291378745567647 0.038557307794690139 0.0023107271919228368 -0.37136246193404071 -0.047610647976398461 0.073033536295141394 -0.02261523054492702 0.00040873955003917223 -0.27850547590060154 0.0032537278020754461 0.27092136782564669 0.24697294938055295 -1.0000000180025095e-35 0.016380745917558674 0.0012458999194043729 0.00079395517241209756 0.67737889289855968 0.0023919465320991341 0.08268700010606593 0.057274555496825849 0.0081115213475313856 0.043267773464322097 0.0074956197292778337 0.061856571584939964 -0.79344130206486574 -0.0026148938967907372 0.11227661632789095 0.0054756853753396171 0.015200551642236963 0.00021217850007815289 0.9833490550518037 -0.63523146376246575 0.72122400999069225 0.99297258257865917 -0.01583980174735268 -0.0083106292863649855 -0.0033673826850597328 0.048562526702880866 0.99751281738281261 0.82528232484304709 0.084886380628475852 0.00022535544849233705 0.40475189463852151 -0.0027296788064290526 0.030664816083669885 0.022489979498586259 0.002613509262868666 -0.88539656996726979 -0.011719951339957324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 -5 9 -6 -11 12 -12 14 -10 16 17 -16 -15 -20 -14 -8 23 -7 -24 -17 -27 -25 30 49 38 32 34 46 -32 -33 -36 -35 -2 40 41 -40 -43 44 -44 -39 47 -34 -49 51 -51 -30
right_child=28 2 3 7 8 22 21 -9 13 10 11 -13 20 18 15 25 -18 -19 19 -21 -22 -23 24 27 -26 26 -28 -29 29 -31 31 35 33 37 36 -37 -38 45 39 -41 -42 42 43 -45 -46 -47 -48 48 -50 50 -52 -53
leaf_value=0.02701277153060247 0.0033129576848920867 0.072974209259014267 -0.0054296615670634428 0.098162400572621933 0.013055903667314121 0.037653216255844939 -0.030885010552398631 -0.019724204737542494 -0.0021536460668177106 0.078789652637499194 -0.10867833669427643 -0.010296314806818963 -0.057265528178975157 -0.19346864990928811 -0.10841359319447126 0.072894950446117962 0.035101265762989831 0.0022778819925710885 -0.0097305298706596155 -0.10170115122591716 0.0025359727728907879 -0.094087832922998674 -0.014913365897845338 0.02454812277605619 0.027814666407386501 -0.13156534004038326 0.038225871302296162 -0.014235090358610633 -0.012682966442931903 -0.053842282499524864 -0.055930580089682241 -0.016617568336753093 0.01384931922688909 -0.10290043334459259 0.063042482821652757 -0.11079238139773656 0.0038423913726392065 0.078510223422417411 -0.0097157774279871458 -0.0017502103695694643 -0.047939057786834875 0.080680041352548248 -0.14045657654290972 -0.1824300032144659 -0.0056612795331114664 -0.050506734770367982 -0.094641400482245772 -0.05772800004468176 0.034798413651138851 0.034866000862976525 0.0015450419386583525 0.013344028074851015
leaf_weight=2.4280589794161633 11.636069897967898 0.10876421332068309 22.523408154209392 0.31426373342401348 3.0146687243243369 4.0540927004826681 1.8057737764511324 0.15241380438601382 17.051828949599901 0.26575587808838363 0.32184216380846109 47.182057261173334 0.88574147972121842 0.039162513603513527 0.24467420325891021 1.2265342313467034 0.56063142657512799 0.30381355157442158 1.184268790039823 0.20498731202314946 0.76352957503786456 0.44822189517617506 2.4395573621823137 2.0808884343978211 1.2259150050667811 0.066395560977980383 0.31236117254957207 1.5987207487705744 3.3705511602051983 0.56055748226935875 0.20153745111747445 2.0461270094492643 11.501472036628453 0.26873837782477494 1.6084504946829867 0.17302921294731266 0.5961991369986207 0.10972951570556766 8.2372592949795909 12.578441481949541 1.8787097926888225 0.12983183123151398 0.13908643335889792 0.14768757982528768 0.2353316640619596 0.21667272106969904 0.10427861281095552 0.55415853844533636 0.25852223490801407 2.1015532268602319 61.341437107553247 27.670948629421673
leaf_count=1017 6366 31 13871 61 2473 2520 1031 72 16111 84 91 55373 428 7 53 483 191 144 988 397 393 215 1241 982 869 6 154 935 1761 206 35 707 5833 81 332 103 95 71 3956 8221 1315 77 18 28 102 73 45 182 87 962 36371 15839
internal_value=0 -0.00395473 -0.00464013 -0.00390002 -0.0041886 0.00169036 -0.0381966 0.0603436 -0.00689696 -0.00973681 -0.0111314 -0.0116456 -0.0435653 0.000130794 0.00243062 0.0310572 -0.00657215 -0.0489353 -0.0313361 -0.0244032 -0.0298459 -0.0440847 0.0157453 0.0234564 -0.000558392 0.0568452 0.00394248 0.00771 0.0026971 0.00488167 -0.001249 0.00739093 0.012043 0.00715972 0.0382098 -0.0247742 0.0471903 -0.0510818 -0.00560697 -0.0100519 -0.0197308 -0.0136861 -0.0622777 -0.0992983 -0.0597909 -0.00533672 0.0100192 0.0110393 -0.0281807 0.00524003 0.00265816 0.0105124
internal_weight=0 112.808 110.38 108.018 107.551 33.9226 2.36276 0.466678 73.6283 52.4336 49.4189 49.1532 1.97111 21.1947 19.7662 2.71441 1.10912 0.548488 1.42842 1.38926 1.64927 2.254 11.3992 7.7337 3.66547 1.60529 0.378757 3.67961 147.666 95.045 52.6213 17.6389 15.4198 13.0136 2.40619 2.21916 2.20465 0.595141 34.9824 23.3463 10.7679 8.8892 0.651938 0.522106 0.374418 0.326402 12.4184 12.3142 0.812681 94.4845 63.443 31.0415
internal_count=183087 100221 99204 97927 97794 20418 1277 133 77376 58842 56369 56285 912 18534 17142 1031 388 197 1392 1385 821 1246 6547 4437 2110 643 160 1917 82866 55139 27727 7644 6834 6372 462 810 427 225 20083 13717 5496 4181 225 148 120 144 6147 6102 269 54933 37333 17600
shrinkage=0.1


Tree=88
num_leaves=53
num_cat=0
split_feature=0 4 7 9 9 5 14 5 16 12 4 12 12 5 8 5 5 13 14 15 9 5 4 7 4 5 15 4 0 4 13 14 12 4 12 6 13 9 12 9 16 13 12 4 5 8 7 5 15 6 5 9
split_gain=0.264787 0.339045 0.243334 0.248888 0.261312 0.277982 0.277993 0.235809 0.254152 0.2077 0.202637 0.200748 0.272089 0.190088 0.209934 0.207922 0.236131 0.180679 0.167639 0.18778 0.217251 0.471312 0.288765 0.246394 0.239352 0.210576 0.167005 0.165547 0.167441 0.164799 0.159107 0.154464 0.153769 0.153703 0.153275 0.151505 0.200527 0.319681 0.175802 0.166838 0.209723 0.171305 0.209322 0.177405 0.165615 0.199783 0.214213 0.259732 0.162672 0.17014 0.315321 0.182141
threshold=0.0057960895355790862 -0.67702440076450998 0.012017480563588428 0.0042836891755525189 0.045383648883924647 -0.34464668906375634 0.062987047922918746 -0.38747185212339413 -0.094069694362860237 -1.2878439945845821 0.2128311612830171 0.96077973940558403 0.82528232484304709 0.046054520733295905 -0.045053061703408163 -0.27374190846085689 -0.24173421101579998 0.58253421187555288 -0.23207493106055962 -0.03339742220240486 -7.5975329833800358e-05 0.04288705894827282 0.31914994416104109 0.0079907527625480788 0.329224942953176 -0.062070170980822403 0.16747071416411571 -0.94915553926447316 0.001122808607760817 2.2221125668091379 -0.095480567791547358 -0.14916943577321215 4.0405267549920918 0.6648438914581043 -0.087971163044599301 -0.22967669388340375 0.13207884242136456 -0.095037081749210883 -1.413768811155393 0.050323706859821772 -0.32349296557132118 0.36974023564646802 -0.018237377898968451 -1.53439834115907 0.26614915205549211 0.019605085701943682 -0.008746560137260247 0.22177648491018828 0.35023373512523448 -0.19874563901535086 -0.42837343709768255 0.041331651438087487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 7 5 -5 11 8 -3 -8 -6 12 -7 14 27 -16 -17 -15 26 20 33 22 -22 -23 -24 -26 29 -1 -29 -9 -10 -21 -33 -20 -35 38 48 -38 -2 41 -41 44 43 -43 45 46 47 -40 49 50 -37 -52
right_child=35 2 -4 4 10 6 9 18 30 -11 -12 -13 -14 17 15 16 -18 -19 19 31 21 23 24 -25 25 -27 -28 28 -30 -31 -32 32 -34 34 -36 36 37 -39 39 40 -42 42 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.057375645931342568 0.016350453836011972 0.078552356090027545 -0.019744026630412803 0.057471323166616919 -0.012426602446512515 0.0092176606792737543 0.10065616604597759 0.0066832971235507316 0.042971334095047178 -0.10296425864867519 -0.14401857314310962 0.033734573146741054 -0.091710372882288449 0.028355620715350183 0.030845816671162742 -0.065198853202570087 0.011429918207247633 0.097591304856876754 0.018013845626640497 -0.01956079838073066 -0.0025171968662530265 0.017169973355373031 -0.29294113096371555 -0.12982445944981008 0.032160538206193738 -0.12763611539719064 0.068398875404852996 0.067744354581089891 -0.047864153848561214 0.10702714623853729 -0.082462085076811242 0.0067101272497962373 0.08083040170827277 0.026985095623623528 -0.031536908448272664 0.095618481550220513 -0.054148525991479096 0.0056881972159397512 0.0043901566006229907 0.082809953804348385 -0.076872345814301676 0.078883247713288807 0.0048875314713251062 -0.058134660294979379 -0.019194539514299513 0.033991620605424162 -0.010112673288358656 0.077315374782882307 0.025321735499583189 -0.004195564991054483 0.0019896268389334839 0.070647341873136205
leaf_weight=0.74700674129417166 2.6243283950334471 0.12303794082254171 4.7269103637208891 1.6231945098697895 0.43306732489327338 5.4955234936483013 0.044907116040121764 4.8133962097876966 0.10469567117434053 0.30085709581726483 0.1447645741791348 3.8842300778906065 0.26314975303739618 5.5740145392164777 3.7255928962840694 0.52789550805755459 1.5158564430803365 0.39120045511299384 1.7187505119172781 2.3483998589417778 0.24179258036110951 0.96705252260289831 0.067523398218327202 0.11137299553956836 0.090072509271521883 0.51934742216326424 0.52960663864905644 0.26703994440322254 0.20739280438283458 0.15200760425068427 0.78181453977322124 9.6009123624662607 0.27095729464053953 0.54497454766533371 2.2204811690207862 0.40708931706103602 0.89178306332132606 49.445891511462378 2.308034530092312 0.07938163133803755 0.63858826737850805 0.084719517442863546 0.99831508701026805 1.8317537089997131 7.3324661233873476 1.453171977032979 12.814002882917521 0.60271001315777528 1.9986745272171891 117.36471617222992 5.8420409467710206 0.39625811576843251
leaf_count=210 1835 46 2754 431 161 2129 20 1781 40 204 23 1108 70 1711 870 131 671 112 1240 988 209 253 8 24 129 80 158 57 65 22 291 4374 53 217 566 51 683 33355 2330 24 196 36 619 874 3744 1060 9740 221 1111 102712 4288 105
internal_value=0 0.00594539 0.0015912 0.00429603 0.0160162 0.0193042 0.0130118 -0.00137907 -0.0483077 -0.072925 -0.048676 0.0162204 0.00434032 0.0200805 0.0088562 0.0168351 -0.00875065 0.0331698 0.000612601 -0.00390151 -0.0176363 -0.0449161 -0.0968229 0.000148869 -0.12959 -0.103778 0.0159393 -0.0285351 0.017303 0.0101222 -0.0671006 0.00339802 0.00888473 -0.00535847 -0.0199066 -0.00185476 -0.00072469 0.00460958 -0.00832774 -0.0106377 -0.0576587 -0.0093706 -0.0322178 -0.0514151 -0.00663243 -0.00125608 -0.00454778 0.0198642 -0.00285596 -0.00331363 0.0122323 0.00653721
internal_weight=0 55.0788 42.1228 37.3959 12.1897 11.6119 9.98867 25.2062 1.00955 0.345764 0.577832 9.6429 5.75867 12.956 6.99078 5.76934 2.04375 5.96521 24.1966 18.7016 6.48137 1.99716 0.918736 1.07843 0.676943 0.60942 5.49501 1.22144 0.474433 4.9654 0.88651 12.2203 9.87187 4.48421 2.76546 207.114 176.346 50.3377 30.7675 28.1431 0.71797 27.4252 2.91479 1.91647 24.5104 17.1779 15.7247 2.91074 126.009 124.01 6.64539 6.2383
internal_count=184190 21206 17379 14625 4146 3962 3531 10479 377 224 184 3307 2199 3827 2004 1672 802 1823 10102 8141 2726 703 426 277 217 209 1961 332 122 1803 331 5415 4427 2023 783 162984 142305 34038 20679 18844 220 18624 1529 910 17095 13351 12291 2551 108267 107156 4444 4393
shrinkage=0.1


Tree=89
num_leaves=53
num_cat=0
split_feature=1 0 9 6 6 6 1 0 1 5 13 8 0 8 7 13 1 1 3 7 7 15 3 7 15 13 13 6 8 15 9 0 0 1 9 7 5 13 3 13 5 8 7 3 8 3 0 15 15 14 14 5
split_gain=0.315982 0.24049 0.233245 0.202301 0.22868 0.325553 0.42851 0.152877 0.173632 0.163398 0.151942 0.166953 0.144661 0.139639 0.251885 0.179984 0.164581 0.164533 0.258637 0.186213 0.160027 0.138731 0.219585 0.206664 0.17951 0.15928 0.222532 0.153695 0.1515 0.147534 0.140405 0.132061 0.187123 0.130925 0.130626 0.128187 0.353671 0.224448 0.185645 0.175348 0.162011 0.153879 0.133108 0.131804 0.19491 0.198971 0.152201 0.130414 0.126689 0.147526 0.145285 0.125573
threshold=0.0002051796254818328 0.00079395517241209756 0.0072905700828843865 -0.069790137203475947 0.023991195581878209 0.015090212535589887 1.0282086805091241e-05 0.00015596879529766741 0.039983630180358894 -0.179692648209723 -0.20098426439662193 0.012556248303558627 0.31404964625835424 -0.00726911398891585 -0.0022959113307534254 -0.10705665899146097 0.18485799431800845 0.40807914733886724 -0.88539656996726979 0.0035315714836652258 -0.001257104291707089 0.044736766062732698 -0.044473224785178893 -0.00058036562993621875 0.076184303052965099 0.32330962979489836 0.58253421187555288 -0.14113652405919527 -0.010750438146174055 0.012499825811229796 0.0045070663564749083 0.14075532555580142 0.069363269954919829 0.9683775305747987 0.0041784965377144098 0.012017480563588428 -0.30392573644577864 -0.5783532225550313 -0.40342378197237844 0.090800926874037638 0.085342678785389328 -0.020183583698297564 0.014970948787281462 -0.77531272755004454 -0.0016136489259816055 -0.50020676525309671 1.8220578567706983e-05 -0.064198460294618079 0.034545141007410442 -0.019165554675858731 -0.0022691060058064256 0.72507360347951033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 31 5 10 -7 8 -2 -9 11 -5 -12 15 -15 16 -11 20 -19 33 -16 25 23 24 27 48 29 -23 -26 -27 -25 32 -1 -20 -21 37 39 -4 43 -37 42 -40 -38 -39 -45 46 -46 -48 49 -10 -51 -17
right_child=1 -3 35 4 -6 6 -8 9 21 13 12 -13 -14 14 17 51 -18 18 19 34 -22 22 -24 30 28 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 40 38 41 -41 -42 -43 -44 44 45 -47 47 -49 -50 50 -52 -53
leaf_value=-0.040928271940300923 0.057573831681191304 -0.00063885291866727352 -0.029027786647455051 0.093611287316207853 -0.0235425091502964 0.43090121674164666 -0.026339942419245227 -0.01479013303310772 0.0061983855689611254 0.020344105171159907 0.030353506897378781 -0.036054193047148624 -0.031713751662260703 0.06311332804842941 -0.091292514512902254 -0.0018548680585749114 -0.1580235726656658 0.067783708129404652 -0.034784601592164018 -0.080340507855714227 0.057848727968542873 -0.010742701985770108 0.096696963334966274 0.012817802485653874 0.044913592423727104 -0.1273682825735635 0.045104692863312569 -0.15742131988926658 -0.059669934419905257 0.013847254643385046 -0.081008203472680659 -0.048973542990873919 0.027891249999073772 0.026719962011960592 0.028784637195888269 0.068233852157654692 -0.15366563244973541 0.044368771302494704 0.0015659195968100977 -0.055761562550562839 0.0067788331020618839 0.058565286705580283 -0.041340713179229514 0.029794625800469893 0.05838707446496727 0.032842251392948593 0.030454350901441413 -0.10126629533210328 0.073669063345406544 -0.10798680775113552 0.0021968780541819616 0.098017919683108801
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leaf_count=766 115 168794 142 363 2683 16 115 962 957 25 559 114 560 417 21 512 23 131 182 160 338 25 47 181 25 89 32 50 122 28 40 2222 606 245 32 136 44 317 122 49 193 670 280 240 28 81 20 126 72 38 64 11
internal_value=0 0.000407812 0.00951598 -0.0187783 -0.00464288 0.0207027 0.220281 0.00241028 -0.00753905 0.0116245 0.0125903 0.0602063 -0.00348778 0.0187495 0.0274316 -0.00477781 -0.0912235 0.0131965 -0.0002982 -0.0148912 0.0471756 -0.0108427 -0.0312316 -0.0383993 -0.0663783 -0.00193936 -0.0530642 -0.121874 -0.0382818 -0.0931233 -0.00492628 -0.0349063 -0.0120952 0.00489034 -0.0586896 0.0221455 0.000923365 0.0286014 0.0339869 0.0501448 -0.0314618 0.0495136 -0.0629664 0.0156565 0.000546519 -0.0323362 -0.0637374 -0.0818538 0.00387914 0.000106955 -0.0525248 0.00638447
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internal_count=184190 176186 7392 8004 4410 1727 131 4944 1885 3059 1596 477 1119 2097 1526 571 48 1109 750 619 359 1770 490 443 222 1280 149 75 147 117 221 3594 1372 427 192 2448 702 1746 1604 185 517 792 324 812 495 255 174 146 1131 1059 102 523
shrinkage=0.1


Tree=90
num_leaves=53
num_cat=0
split_feature=13 1 0 3 15 11 2 2 16 10 11 3 10 13 8 6 3 11 1 7 16 16 2 10 7 16 7 10 1 1 2 11 7 0 13 16 13 15 13 1 0 3 3 10 0 15 16 6 6 3 7 2
split_gain=0.275601 0.221362 0.238406 0.197343 0.182728 0.225757 0.177467 0.17269 0.202702 0.206447 0.179524 0.168421 0.166812 0.153457 0.249015 0.257222 0.215226 0.210456 0.209627 0.400457 0.354455 0.297226 0.231289 0.222558 0.206455 0.190266 0.22575 0.221599 0.215718 0.312385 0.261599 0.227302 0.347654 0.211619 0.175298 0.244945 0.172213 0.169718 0.168242 0.167102 0.253616 0.247564 0.206767 0.246005 0.180296 0.164056 0.163128 0.162716 0.209275 0.16139 0.195417 0.177035
threshold=0.94562670188540443 0.065454669296741499 0.00015596879529766741 0.038057560916058726 0.068476162865529544 -0.0036648561063346266 0.13777235895395282 0.085682902485132231 0.21813089535241489 -0.030819591166362712 -0.01083933781028844 -0.041654948610812419 -0.010302768593786498 0.028765604548455417 -0.015110422273524471 -0.33518805525249912 -0.81289954809471954 0.058148585934557614 0.86848273873329174 0.0057952963785266503 0.019166313187320268 0.048195882129488221 0.053999625146389015 -0.035413537988185056 -0.024439823915962569 -0.0015637314338169033 0.11686728224371958 0.0070636375144082489 0.28267468512058264 0.74287080764770519 0.0022328734630718832 0.00052905792455061487 0.033290143227018482 0.0032537278020754461 -0.54822324553061896 0.0015682001301780663 -0.06429733166460537 0.14030205584478625 0.52753969393554001 0.9765773117542268 0.0032537278020754461 0.09547626483254136 -0.88539656996726979 -0.0053278679198895413 0.00031033725827001041 0.14650621957260904 0.029599223324317463 -0.195566419359503 -0.28186912993693286 -0.77531272755004454 -0.03878073223614701 0.00012462772428989413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=3 13 4 -5 -6 6 12 -9 -10 10 -12 -13 -14 14 25 16 45 -19 19 36 21 -23 34 -25 -26 26 -28 28 29 30 -32 37 -34 -35 -36 -37 -38 -39 -40 40 41 -43 -44 -45 47 -47 -48 -49 -50 50 51 -53
leaf_value=0.042739527115734505 0.06437298072991976 0.042882622011729953 -0.04454652776421017 -0.057222215067001314 0.0026590677420144163 0.00072892930553848179 -0.047949601098371888 0.00095831927360284926 0.045017593305124046 -0.046198162807292713 -0.018836329846548698 0.054738707000349635 -0.0088038058980032859 -0.056324146183263882 -0.038043890729620715 0.044188120763695909 -0.0073024340164281158 0.1197646943149904 -0.16155062571760082 0.071837605457113082 -0.087032082476630107 -0.016892678171371422 0.010865443799913402 -0.0064577533577869634 -0.010154307167690224 0.025119414493175882 -0.052656616801918889 -0.046572247483566462 -0.091144928025739522 0.017480308373652366 0.065393066591417234 0.063081376498145589 0.065378656481793626 -0.078601155207262685 -0.0043619941169392024 -0.10846279718419374 0.0070328319587255944 -0.083417904670193013 0.036837235445986057 -0.072858845266383393 -0.0077396144706497159 0.085269953845226787 0.0428097518777735 0.035137599041035195 0.014046197666209412 0.023547401950683704 0.0099601792968311582 0.005726288912543097 -0.036846159940588014 0.032673782415342592 0.031518081706475451 0.0011045336570413972
leaf_weight=1.0938804008746945 1.0117463101414603 1.2091445105597838 0.23507227351001347 0.13949010391661421 30.244012448571766 34.256604482047351 1.1364376801548122 3.7444430624880161 0.39598814980490793 4.1464982094357739 5.757486371448068 0.51936245679462167 19.612643514011953 1.2406172767186969 1.2170372137461622 0.95977106162172532 16.054543422172632 0.055547846131957956 0.16506264057852604 0.64406856912592036 1.2521745177018595 1.1725380187290282 0.30503397682377809 7.8285049828614319 0.18268650728714231 9.7015103580747546 0.49793806338857294 1.1364235350501979 0.77662633755608146 0.39124943356273412 0.31768215261217847 0.67589236527328456 0.34851694153257984 0.51819227871965268 22.350914565347697 0.36837390718665119 1.0899064619543413 0.073928630779846571 1.6306670609237688 0.35896851630877791 4.1645529192860522 0.28960583891603153 3.5717776714855045 0.46312179121105135 1.264118775703537 1.9136684629465879 26.519086035128566 15.635688426415975 2.1850953594612372 2.4735308009585451 2.0535129578056539 25.239616512786597
leaf_count=283 606 449 88 105 24140 25047 1982 4098 161 2344 3950 290 32103 440 414 345 7859 9 31 295 432 484 228 3294 66 6016 267 607 413 105 319 376 162 216 16194 193 565 29 1119 106 2666 156 971 198 721 774 15120 10903 1136 790 506 13502
internal_value=0 0.00033253 -0.00332142 0.0490002 -0.00383246 -0.00664498 -0.00369249 -0.0176017 -0.02388 -0.0265097 -0.0303535 0.0234925 -0.0109867 0.0026673 0.00531131 -0.00448624 -0.00151495 -0.0472748 -0.000998579 -0.0127508 -0.0200428 -0.0534803 0.00168919 -0.0100332 -0.0863355 0.00807383 0.0131016 0.00279815 -0.0185919 -0.0422645 -0.0104778 0.002798 -0.0198393 -0.0377189 -0.00589921 -0.0555103 0.0315838 0.0470559 0.00575251 0.00399244 0.0154464 -0.00138049 0.0324417 -0.012558 -0.00100851 -0.00399701 0.0140307 0.00138609 -0.0182178 0.00732979 0.00586113 0.00341166
internal_weight=0 259.439 101.142 1.15124 100.049 69.8045 55.0057 14.7989 11.0544 10.6584 9.90398 0.754435 20.7491 158.297 91.9618 20.2241 18.928 1.29617 66.3351 12.3349 10.601 2.42471 54.0001 8.17625 0.347749 71.7377 36.7185 35.0191 4.23851 2.00375 1.22712 2.23476 1.48494 0.909442 23.0243 0.673408 1.73398 0.749821 30.7806 29.15 8.84803 4.45416 4.39387 0.82209 20.3019 17.9682 36.2206 19.0849 3.44921 30.9758 29.7667 27.2931
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shrinkage=0.1


Tree=91
num_leaves=53
num_cat=0
split_feature=14 3 2 6 5 1 3 5 12 2 3 3 1 0 12 13 12 1 14 8 2 13 5 14 1 6 4 4 1 13 4 0 12 12 4 1 0 12 12 6 12 4 3 13 1 5 13 8 1 0 3 16
split_gain=0.199742 0.241085 0.230206 0.231755 0.203513 0.213041 0.264885 0.197013 0.30393 0.263853 0.252031 0.198766 0.189564 0.179418 0.176064 0.245684 0.16178 0.159472 0.181519 0.154694 0.161668 0.155046 0.435076 0.22533 0.168513 0.16729 0.153553 0.301385 0.161622 0.145911 0.1475 0.142009 0.146907 0.141705 0.141494 0.140348 0.139756 0.139049 0.247662 0.210961 0.187178 0.182781 0.357932 0.400724 0.184268 0.333991 0.301672 0.297329 0.237188 0.189448 0.183936 0.250818
threshold=-0.052319269105286691 -0.017644863575696942 0.99059218168258678 0.48910433473868087 -0.25952293551548017 0.85371616482734691 0.10491197626106442 0.29846832453014899 -1.3682600902119344 4.2918286453641494e-06 -0.88539656996726979 -0.38659107277999277 0.99814778566360485 0.0019070783164352181 4.0405267549920918 -0.013776312138881499 -0.89582164513550755 0.85371616482734691 -0.1460164548501823 0.055215482769123851 0.04469419643282891 0.52753969393554001 -0.037908233087746553 0.1109072872406803 0.74287080764770519 -0.4294492311398288 -1.2610333098730926 -1.2197799634755904 0.055377665907144553 -0.66111786005717044 -1.4815195440028377 0.11691001057624818 2.0607675821200542 1.2999687010805336 0.69450260123354601 0.99412146210670482 0.0076465883757919082 -0.58167776640405944 1.0662237362552862 0.46470522414568399 -0.9529153068192836 0.31914994416104109 -0.38659107277999277 -0.027564481616636032 0.94358405470848095 -0.45103345331402117 0.27291991938035048 -0.013469204581827729 0.83793056011199962 0.0054407317657023677 -0.57471228291979048 0.02000454466278408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 5 13 -7 9 11 -1 33 -9 16 -3 26 -16 -12 18 -5 21 -21 -2 23 24 -23 -24 -11 28 -28 -6 -31 32 -32 -10 -27 -33 -13 39 41 -29 -41 44 43 50 47 -46 49 48 -39 -47 51 -43
right_child=19 2 -4 17 29 6 -8 8 10 14 12 36 -14 -15 15 -17 -18 -19 -20 20 -22 22 25 -25 -26 34 27 37 -30 30 31 35 -34 -35 -36 -37 -38 38 -40 40 -42 42 -44 -45 45 46 -48 -49 -50 -51 -52 -53
leaf_value=0.045466500779988261 -0.0031955789477651321 0.074948510659936463 0.18429995872750915 -0.033367683924874124 -0.04710958749274264 -0.10185546847301011 0.038502582853100036 -0.16015331791580723 -0.01069408853744778 0.026949086620403247 0.023478332359319599 0.071429737797954071 0.048758249028763634 -0.020834828371230647 -0.16687080515994127 0.0045023166919770461 -0.0040870837879034561 0.11284521309884424 0.078703334618708806 0.049207193471724496 0.0044726617212725679 -0.010946583327589911 -0.12419365606309359 -0.035943061108331571 0.064750293818144067 0.048070053227676011 -0.14948853039232982 0.016859710957914997 -0.031202813732532628 -0.034178277958071671 -0.001572482211703528 0.0083196501337116282 -0.03428859792231443 -0.099140847814471966 -0.033367547696417449 0.062746212492462108 -0.055131054578849592 -0.015031274778326751 0.014911856837261926 -0.0020354112579103372 -0.095800846803269474 0.038198118170610584 0.0014343074212328812 -0.017440812417059661 -0.10864810076846475 0.073970217207013716 0.12148366291079311 0.010886434681554754 -0.096434687724481896 -0.017926801777101899 -0.13054241765746527 -0.13549115567154232
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leaf_count=287 115665 76 78 222 921 318 92 46 103 1144 850 40 106 2631 21 99 3706 171 252 450 1875 535 9 1306 311 1537 28 10927 238 728 11552 6683 961 41 151 252 195 1080 7307 321 165 105 3226 970 32 335 247 4509 164 413 156 36
internal_value=0 0.00363519 -0.00356223 -0.00393365 -0.00527351 -0.0262666 -0.0726827 0.006649 -0.00249243 0.00939976 0.000278405 -0.0629789 0.0028109 -0.0147909 0.00818185 -0.0626406 0.000330829 0.0487602 0.017526 -0.00197334 0.0177169 -0.0025033 0.01301 -0.0140036 0.0195828 0.039065 0.00860617 0.00715815 -0.0501092 -0.00223918 -0.00107493 0.000559319 -0.00425144 -0.0569974 0.0421446 0.0119085 -0.0359171 0.00813541 0.00403332 0.0145555 -0.0297193 -0.00302077 -0.0147588 -0.0426939 0.00492381 0.038155 0.0532601 0.000181712 -0.0268659 0.0196966 -0.0977595 -0.0334568
internal_weight=0 111.105 32.7914 32.7439 31.9474 4.01749 0.777773 78.314 18.1151 60.1989 17.3383 0.776739 16.6202 3.23972 58.2534 0.331577 15.7858 0.796495 0.550564 148.151 3.86801 144.283 6.15019 3.02354 1.19541 3.12665 57.9218 53.7066 0.886277 27.9299 27.2411 25.976 18.2507 0.718144 3.08158 7.72526 0.626395 52.8203 32.2457 20.5746 1.00745 19.569 7.89263 2.88569 11.6764 1.44267 1.31824 10.2337 2.89426 0.898757 0.891409 0.313007
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shrinkage=0.1


Tree=92
num_leaves=53
num_cat=0
split_feature=10 9 3 1 13 9 14 9 0 1 0 4 9 0 12 1 4 6 4 6 6 6 4 9 3 13 0 14 0 6 13 13 10 6 0 3 1 3 1 6 1 7 13 1 14 4 14 9 3 3 7 12
split_gain=0.183134 0.270671 0.258544 0.190856 0.269123 0.172703 0.210261 0.288439 0.248449 0.191724 0.191498 0.184691 0.245847 0.230752 0.202832 0.171503 0.243563 0.234305 0.186354 0.160764 0.168356 0.157504 0.324095 0.242546 0.255263 0.175528 0.309945 0.261043 0.18044 0.172339 0.189403 0.193653 0.157471 0.15267 0.144632 0.191113 0.178743 0.143348 0.142353 0.141682 0.335773 0.137703 0.199426 0.153824 0.288926 0.143498 0.137516 0.13295 0.131714 0.143184 0.129114 0.128103
threshold=0.004856815941058623 -0.075544567233527302 -0.054392418125644319 0.99163594841957103 0.29951990807264822 -7.5975329833800358e-05 -0.059890992791504713 -0.0024487627621889697 0.015575668308883907 0.37490531802177435 0.00095060333842411648 -0.5298538983744594 -0.010921111288268536 0.035912452265620239 -0.41773753694671673 0.00945499772205949 0.30690221047819249 -0.075527920339380786 1.307106171016563 -0.24324975721071621 -0.24580405555463994 -0.19171393476010209 1.4420365468726775 -0.0076534507208195516 -0.40342378197237844 0.43149987952901064 0.035343071445822723 -0.039910816154621352 0.0080418651923537272 -0.27274193918230899 -0.49844363642552453 0.32330962979489836 0.013091012904855594 -0.24580542260388555 0.0065301349386572847 -0.32848424371331925 0.085195112973451628 -0.88539656996726979 0.00065737019758671533 0.25629957469381931 4.0966097003547483e-06 0.07491193016125311 -0.11674622852093412 0.010407567955553533 -0.086709159091959129 -1.4815195440028377 -0.11620378189075674 0.012118701558454131 -0.18940223380923268 -0.15336401222157289 -0.001158825666367556 -0.88817942946694994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 21 37 6 7 19 -8 10 -7 -10 13 14 -13 16 38 -18 39 20 -4 29 25 -24 -25 51 28 -28 -27 30 -3 -32 -9 34 35 -31 -36 -5 -1 40 -19 43 -43 44 -17 -45 -44 -39 -26 -50 -41 -23
right_child=1 2 5 4 -6 9 8 32 11 -11 -12 12 -14 -15 -16 41 17 18 -20 -21 -22 22 23 24 48 26 27 -29 -30 33 31 -33 -34 -35 36 -37 -38 47 -40 50 -42 42 46 45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.067104082288357 -0.035372546174210866 -0.13959796217223167 -0.032178572633357459 -0.088518208417789401 0.095178623611635496 -0.082677070549804055 0.036108850359150145 -0.12750437190362604 0.0065553802938754045 0.039767354437752145 0.0046231746230183651 -0.00090839082729303466 -0.0018553741093477434 -0.023255600297803741 -0.12050784562711465 0.11808679522134986 -0.023828200071539074 0.21892895466839668 0.032882863763074831 -0.0019587974277181321 -0.19092741347089276 0.02640820850714215 0.088505194198522014 0.053067525545190619 -0.15541395953401582 0.055994932298875588 0.14950878890087962 0.032931296413218077 -0.01119558459932353 -0.050086144076311623 0.035758544955872211 -0.023586221882172211 -0.0010020170571577863 0.0026715338107257238 -0.00025024791103471603 0.043829850254178189 -0.11108954027321796 0.046146973286364495 -0.022277758608179668 -0.014490733724737349 -0.039487464790100367 0.0174985332081837 -0.0024756747117521006 -0.01642044435501366 -0.0017911532922854094 -0.00032320448228807618 -0.047555436524785701 -0.053940872558738279 0.063399702811115691 -0.087011451303167883 0.035484607113094209 0.0058814759165408924
leaf_weight=0.83883662138509762 1.6810420259353112 0.059312823672371784 0.25798155855227378 0.10761430361890234 0.6550511980040028 0.23631895657309243 1.4925040160214873 0.40219343849276157 6.2914338078943528 1.5530315430446524 24.373398785043719 0.19652968599439191 5.0807300653263985 2.8359847548381367 0.4941129223561832 0.29583247294431203 3.2063263575219025 0.034947863226987841 2.1588832295656175 1.5985332789114179 0.077504248823970889 5.4546951141410327 0.099461688587325625 0.12741708571411436 0.22085167157638352 0.70477018473684372 0.4062772809766102 0.37437264264735848 0.88408134153178253 0.54257261619932251 2.0031057949527171 0.74147419572182105 0.12889635391547927 1.6548281859140885 0.21316370307249599 0.33677604836702835 0.44124796582036652 0.64595653702053712 4.3543723246460786 0.9684146426716328 1.2902939802356739 1.0795568627981991 1.0240238905439583 5.7135207890260054 0.55931990560747991 164.26166754791404 1.989080534909589 0.15019419897362241 0.069529771586530842 0.24278345392667766 1.0735070781047396 6.8712342583621622
leaf_count=2349 1235 14 125 33 139 87 925 178 4436 1130 22560 204 6209 3317 232 146 3949 26 1441 1054 2 2652 50 35 63 399 105 267 528 143 716 317 74 719 135 101 188 176 8212 494 3699 370 482 2559 731 104961 885 42 23 119 575 4114
internal_value=0 0.00405966 0.00504299 0.0136624 0.0472646 0.000634465 -0.00665764 -0.0337785 -0.00254705 0.00589108 0.00372639 -0.00645748 -0.015963 -0.0361775 -0.0873426 -0.00193717 -0.0126106 -0.00239591 0.0100757 -0.0154695 -0.0765398 0.0111835 0.0165145 -0.0464671 -0.0685584 0.0198236 0.0446713 0.0955604 0.0188951 -0.00257393 0.0154591 0.0196779 -0.0978187 -0.0184291 -0.0409674 -0.0139636 -0.0759373 0.011382 -0.0297205 -0.0046422 -0.0298935 -0.00108627 -0.0191736 -0.000651017 0.0412242 -0.000865938 -0.0323381 0.0265073 -0.0983916 -0.0519303 0.0118617 0.01499
internal_weight=0 69.707 68.0259 23.0068 1.55882 45.0192 18.8564 2.46511 16.3913 26.1627 24.6097 14.8988 8.60736 3.52663 0.690643 188.849 13.9256 8.73237 5.52605 1.93402 0.335486 21.448 15.4555 0.760044 0.660582 14.6954 2.3695 0.78065 1.58885 5.99248 2.80389 2.74458 0.53109 3.18859 1.53376 0.879349 0.654412 0.903765 5.19321 3.36716 1.32524 174.923 4.09266 170.83 0.855152 169.975 3.0131 0.796151 0.533165 0.312313 2.04192 12.3259
internal_count=183725 52846 51611 11078 390 40533 16756 1433 15323 23777 22647 14398 9962 3753 436 130879 20745 10184 6235 1181 127 10688 8355 290 240 8065 1299 372 927 2333 1047 1033 252 1286 567 244 323 251 10561 4794 3725 110134 1737 108397 877 107520 1367 218 205 142 1069 6766
shrinkage=0.1


Tree=93
num_leaves=53
num_cat=0
split_feature=11 11 4 10 13 4 12 2 13 1 6 0 16 16 13 11 12 2 16 6 16 7 12 12 2 10 11 1 6 0 7 1 0 9 4 4 13 13 4 11 16 4 9 9 2 2 7 6 16 9 6 10
split_gain=0.331277 0.304395 0.299627 0.16381 0.204454 0.168655 0.473951 0.282432 0.189284 0.169026 0.196147 0.168543 0.163347 0.147617 0.144369 0.142668 0.155339 0.143992 0.14007 0.139222 0.234577 0.135056 0.125928 0.125197 0.153843 0.120868 0.175111 0.29551 0.161843 0.164884 0.147096 0.140901 0.220505 0.16652 0.176673 0.155515 0.153368 0.260096 0.496943 0.17294 0.181537 0.343613 0.219495 0.174473 0.20318 0.273525 0.165111 0.151292 0.143733 0.140504 0.268535 0.155349
threshold=0.025556160491980603 -0.08270850234044537 -1.5589597925999439 -0.051606958652189797 -0.37615517778125129 -1.4815195440028377 -1.1557143155826377 0.051643410697579391 0.024852641794282853 0.0060254947748035201 0.23030101333906003 0.096896581351757063 0.20797519921250671 0.15681996410651275 -0.2429387510903577 0.11227661632789095 -0.27138423936880518 0.0064827012829482564 -0.12552750783109204 0.10938812059517215 0.099251356686540143 -0.033035253076576322 2.0136427463448663 -1.4266411008331905 0.088477358222007765 0.0013047612729659244 -0.043407433478737704 0.99412146210670482 0.26066202452910742 0.00031033725827001041 0.010346491084801715 0.030397032387554649 5.0045073294313631e-05 0.035166222193456095 0.58480883824104268 -1.2410112220967833 0.013375832136410751 0.011455688195845354 -0.85694199852546904 -0.0017156872718545777 0.14061509478254483 -0.34683113504020552 -0.0030707094609171469 -0.012217144881976748 0.13151694089174273 0.053189693018794067 -0.085602060938463301 0.039364371864143127 0.048195882129488221 0.050323706859821772 0.023991195581878209 0.013463439125659392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 6 14 8 -8 10 11 -7 19 -2 -5 16 17 -6 -17 20 -4 -18 -13 -19 -25 -3 27 30 31 -30 -27 32 -28 34 35 -34 37 -33 -39 40 43 -42 47 44 45 -38 -41 -43 -47 51 -51 -48
right_child=3 25 12 5 15 9 7 -9 -10 -11 -12 22 -14 -15 -16 18 21 23 -20 -21 -22 -23 -24 24 -26 26 28 -29 29 -31 -32 36 33 -35 -36 -37 39 38 -40 46 41 42 -44 -45 -46 48 49 -49 -50 50 -52 -53
leaf_value=-0.09696154692309121 0.047677226000365336 -0.001961837483068296 0.045761483919579835 -0.078549498021948938 -0.085800770452693353 0.022154119428967424 -0.18222144856523109 0.031587965837122541 -0.040116686497933138 0.0023432830236089367 -0.081609490660669026 -0.014447475611697872 -0.034553571532516945 -0.081308345515017588 0.072236507756757662 -0.16200436366912832 0.027151041419702877 -0.062863315502285827 -0.055726349995403039 0.022494877263841719 0.15920940520632199 -0.11284718271742833 -0.077834634066039743 0.033367361534521571 -0.060154753770742746 0.0098372480626471494 -0.15273285993217847 -0.11984936569698859 0.10348467020517778 -0.013452572025328549 -0.039926584401653219 0.0012756874661143947 0.021790145357522186 0.048690895001668788 0.0072368090840984767 -0.014102464263125242 -0.0048188991922895807 -0.156140867714647 0.067464826993514956 -0.087037496053216354 0.063274696198084401 -0.0062453712513840503 -0.054474634916398625 0.0050305143330253901 0.05798615360460585 -0.036979866923628403 0.013732598922781461 0.1130246638524318 -0.1133968298462591 0.028895426570518058 -0.13748126661548365 0.03397359015252379
leaf_weight=0.16758224762452334 0.4096119108353381 146.36320167713063 1.2642908813559186 0.065309717523632571 0.24069184816744416 0.82151751187575328 0.30832364015804969 0.11439500457345275 0.14849134557880461 7.0383426148673607 0.51040828844998021 1.042057337633423 0.30973705152427999 0.095139875815220876 0.27796835838307743 0.17250740425970434 0.078193955012466176 0.2618036448111527 0.45852863014442835 2.0323320874231285 0.2022230791626497 0.33528285612919617 0.43754009590884368 0.77650999134675613 0.20888133063090208 1.3994332831152858 0.078986560365595149 0.26211069989585656 0.10534835608268522 6.7367852730858431 1.0076494073609863 17.607653221964259 1.3302673649400336 0.62994887812555944 10.033697480522276 11.683152921823703 1.7507541934555844 0.26228374419224565 0.14155211019533354 0.13487706164596858 1.3279680945688599 0.27886923744517844 0.562429635627267 15.810053076143047 0.27938866184831557 0.62191442285256904 15.670761922529442 0.15263775436687865 0.42148912091215607 0.21756202554388338 0.15072284684356418 5.0087594651781719
leaf_count=49 176 99548 368 31 84 894 29 66 49 3862 716 1304 130 38 102 44 42 85 229 896 27 110 254 288 115 613 14 39 25 4726 565 12214 842 477 10177 19553 976 39 117 22 631 204 325 9099 212 284 9909 85 116 85 42 2798
internal_value=0 0.000288795 0.0276695 -0.0156266 -0.0360751 -0.00980763 -0.0504725 -0.105099 -0.13923 -0.00594893 -0.026593 -0.0138632 0.0335741 0.021445 0.0411179 -0.0476088 -0.033389 -0.0178359 -0.0883862 0.0397479 0.0631073 -0.0863441 -0.0338865 -0.00370842 0.0128352 -0.000166769 0.00263803 -0.0225241 0.00338031 -0.0113913 -0.0111334 0.00458341 -0.00194003 -0.00132395 -0.00272711 -0.010409 0.007149 -0.000581248 -0.0782185 0.0104326 0.00404339 0.0303195 -0.0140457 0.000787301 -0.0209438 -0.0291495 0.01682 0.0387194 -0.0692176 0.0175577 -0.0423593 0.0186599
internal_weight=0 244.006 3.97617 13.8015 3.03715 10.7644 0.914488 0.57121 0.456815 9.84987 2.81152 2.30111 3.80858 0.504752 0.343278 2.5324 1.90136 1.48789 0.631036 3.49885 1.46651 0.413477 1.4796 1.24719 0.985391 240.03 93.6671 2.66919 90.9979 6.84213 2.40708 84.1557 23.7561 23.6771 23.0471 13.0134 60.3997 18.0115 0.403836 42.3882 21.2055 2.3219 0.993937 18.8836 3.07355 2.79416 21.1827 0.431507 1.0434 21.0478 0.368285 20.6795
internal_count=183725 175207 1470 8518 1211 7307 277 144 78 7030 3168 2452 1421 214 133 997 724 572 273 1291 395 152 1558 488 403 173737 74189 1217 72972 4751 1178 68221 31063 31049 30572 20395 37158 12370 156 24788 11932 1245 614 10687 1588 1376 12856 289 400 12834 127 12707
shrinkage=0.1


Tree=94
num_leaves=53
num_cat=0
split_feature=0 9 6 3 1 3 13 14 5 8 11 4 5 9 5 8 14 0 13 1 5 14 6 8 8 1 0 2 6 4 5 9 11 11 0 0 4 11 8 2 1 4 2 5 2 14 1 14 14 2 9 13
split_gain=0.278805 0.233452 0.243466 0.316389 0.265702 0.25671 0.246321 0.276759 0.240294 0.216264 0.188859 0.338186 0.231655 0.227529 0.285628 0.218648 0.187889 0.212829 0.185564 0.184536 0.193857 0.227204 0.181642 0.324228 0.254638 0.228781 0.194848 0.21729 0.230991 0.208711 0.186272 0.185637 0.211639 0.26223 0.206844 0.190962 0.205768 0.186104 0.233284 0.181298 0.181185 0.177294 0.176198 0.172519 0.168001 0.276147 0.167024 0.165496 0.20579 0.180167 0.165049 0.242647
threshold=0.018050026148557666 0.050323706859821772 -0.044287705788353705 -0.061557651963084929 0.0024156244471669201 -0.00069091469049453725 -0.3297765680311357 -0.32756723841729157 -0.25623455352484309 -0.061770429867159179 -0.007515325820973885 -0.34683113504020552 -0.24796108626079061 0.014523170526923449 0.12272238114050178 0.01772150012610078 0.041946573803643077 9.8686759884003563e-05 -0.14340003310592686 0.9833490550518037 -0.38747185212339413 -0.30307263559929948 -0.029588124990392671 0.11281513011553644 -0.0019013871296884065 0.00046491420653183019 0.019025092944502834 0.04469419643282891 -0.018034922190491177 0.67709045053299077 -0.046714475610177518 0.00065893922289589791 0.023869396753710689 0.014612859560368752 0.09421201050281526 0.11041308194398881 0.6832233793041812 0.083662401443468024 0.010573130211789574 0.060046710073947913 0.077107936143875136 0.68618774321038345 0.016568814404308799 0.63900249906876427 5.6117642088793225e-05 -0.42890147155098618 0.0039611896499991426 -0.12098041915958065 -0.042538831928769734 0.054905846714973457 -0.037284568475793811 0.20681861226902834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -5 39 7 -6 9 -4 -10 15 -13 16 18 -12 17 -14 -15 20 21 40 23 25 41 -2 29 31 30 -26 -29 32 33 -28 37 36 -36 38 43 -1 -3 50 -8 -33 45 -27 -41 -44 49 -49 -24 -52
right_child=22 19 3 4 6 -7 42 -9 10 -11 11 12 13 14 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 26 44 27 28 -30 -31 -32 34 -34 -35 35 -37 -38 -39 -40 46 -42 -43 47 -45 -46 -47 -48 48 -50 -51 51 -53
leaf_value=0.0080173751173914249 -0.028714430317474372 0.11364079062815161 -0.033154753283998049 0.050211542940022828 -0.15027655161384249 -0.02818124226999872 -0.0040234974630593019 -0.017933187553203809 0.010257584805970211 0.027807235511651179 0.028773875299459767 -0.15571324734799324 -0.040282441600291728 -0.12547225518186114 -0.17447112342192639 -0.052208201285555249 -0.043068930386584714 -5.2433294948908163e-05 0.029712125510357769 -0.088688835644575789 0.036401075607402904 -0.032348124065596999 -0.027611150741505233 0.080759103310887037 0.00011322848859962409 0.094391566967693019 0.022470678121386155 -0.028891408458071085 -0.0019180879009771602 -0.10716397494744288 0.033052533345467497 0.026752829768475206 -0.039681805633123533 0.10699838212561437 -0.01460281441977106 -0.0071854457532220389 -0.14548327625836108 0.12530919036627922 -0.016375937026307439 -0.04156754607848178 0.006779967157419838 -0.021737318890807603 0.022418550592321472 -0.13665580796438703 -0.0063543810087248647 0.0011733578903818638 0.036729793624438713 -0.092675315858843879 -0.021988487472175067 -0.0085320591674582988 -0.0057087794547092657 0.016072206675381603
leaf_weight=31.808290057412705 4.5458882110478944 0.21144092606846232 0.63805499358568329 0.57496263444863771 0.27627360455153394 1.7842615104782442 6.5392862790990858 0.35370234798074207 9.2259438297887773 5.3303630197697194 3.0539052415824712 0.099198421434265494 1.533652136380623 0.095218431065404729 0.17788393189766794 0.35775375171215262 1.5816757953016338 8.6354834700332486 0.22830907133357037 0.12872313974912675 4.4166425948674251 1.046564056567149 2.5457331924985729 0.40559211599429446 0.41532877868121332 0.41745543593424361 9.7382901016771921 0.55569648590790199 34.089463798174336 0.30427883820811985 3.2659703145438916 3.5794255902796972 0.50510678859063851 0.36552105246028155 0.2413694424692493 1.1952465285194191 0.23048883145020227 0.12103116034268158 2.3562842409610312 0.28029162395796392 0.52446885145036504 6.0900157072046559 0.5610119295597541 0.048583864081592654 66.502796116081981 1.1806990006125477 3.5919536336714373 0.8941783410591595 3.5741601095774058 0.35829063129858696 24.759267447365122 6.4276792188602476
leaf_count=14834 5780 25 198 699 44 1479 3721 256 3696 2151 1524 46 276 55 50 139 777 3792 184 80 1342 286 2048 177 313 68 6799 841 33072 100 1464 2445 233 162 178 843 49 21 1267 323 132 4293 330 13 57583 406 1777 375 2342 244 19815 4264
internal_value=0 0.00417229 0.00273415 -0.00230232 -0.015298 0.00865945 -0.0183636 -0.0784781 0.00321588 0.0212118 -0.00109419 -0.00774227 -0.0154387 -0.0140813 -0.0789086 0.0200576 -0.0112012 -0.0061788 -0.0200767 0.0226484 0.0252047 -0.00262242 -0.00276515 -0.00652917 7.51068e-05 -0.00703594 0.00436036 0.00502777 0.000699908 -0.0467229 0.0239543 0.0139447 0.0225354 0.0257093 0.00219446 -0.028841 -0.0814657 0.0107275 0.00804951 0.0105147 0.0394198 -0.00605908 -0.0150775 0.0239156 -0.00558181 0.0262857 0.0308999 -0.0284376 -0.0344087 -0.0690563 -0.00321871 -0.00121315
internal_weight=0 87.8819 81.5541 44.0893 13.1319 37.4648 12.5569 0.629976 30.9574 5.96842 24.989 15.7631 12.3514 12.2522 0.501411 3.41166 11.7508 10.1691 0.323528 6.32784 6.19912 1.78247 169.887 73.0524 96.8348 72.6468 57.0121 56.2925 37.9111 0.719608 3.82167 18.3813 10.6089 10.1038 7.77243 1.6671 0.471858 6.10532 5.98429 35.6805 0.73591 39.8227 11.9269 3.62801 68.101 1.59815 3.87225 5.38764 4.82663 1.25247 33.7327 31.1869
internal_count=183411 41177 39312 20899 8011 18413 7312 300 12888 2349 10539 6843 5180 5134 289 1663 4845 4068 239 1865 1785 443 142234 64014 78220 63837 47800 47387 35377 413 2305 12010 7194 6961 4816 1070 227 3746 3725 16934 157 30420 7012 2458 58057 474 2100 3291 2961 619 26127 24079
shrinkage=0.1


Tree=95
num_leaves=53
num_cat=0
split_feature=0 4 15 6 10 11 11 0 4 2 4 4 4 5 4 8 2 2 2 3 12 10 10 6 10 5 2 2 6 5 10 10 5 15 8 10 15 8 11 11 3 0 8 6 8 0 12 12 12 14 6 2
split_gain=0.245687 0.215856 0.22054 0.171823 0.212878 0.220313 0.276789 0.185719 0.393261 0.169655 0.20596 0.20532 0.299047 0.198084 0.204405 0.246751 0.281722 0.188546 0.206938 0.187142 0.178713 0.181471 0.167571 0.175145 0.163732 0.163239 0.162354 0.152209 0.272927 0.279835 0.150661 0.224106 0.253732 0.165365 0.147907 0.145588 0.173216 0.143472 0.162498 0.217485 0.185494 0.175139 0.154958 0.151927 0.142663 0.142614 0.14249 0.168952 0.144854 0.142324 0.149596 0.301709
threshold=0.018529223278164867 -1.1246596690999657 0.19005737271084897 -0.04260035276200351 -0.027378344404965001 0.0087841342727962516 0.11227661632789095 0.019025092944502834 0.68618150553910418 0.04469419643282891 1.307106171016563 0.68618774321038345 0.6648438914581043 -0.64730757382397341 1.2006650825967051 -0.0089350533873050302 3.7948511817376136e-05 1.1280690159765074e-05 3.7948511817376136e-05 -0.38659107277999277 0.13018237439208855 -1.0000000180025095e-35 0.038436286350170316 0.4472802234631541 -0.042062698129860736 -0.038714610957641081 0.95799198746681224 0.022815244272351268 0.21234593367844584 -0.35895084095505675 0.059029569975341707 0.0328787851739731 -0.24173421101579998 -0.14333855508097618 -0.016041101239449268 0.0036226430934414044 0.0037597755876023855 -0.013469204581827729 -0.031816480519949217 -0.027034760303699133 -0.27850547590060154 0.0072770621627569207 -0.012476823330068441 -0.040688485943588142 -0.038388973390051352 0.011468951590359213 -1.6887521673819659 -1.5456420080821018 -1.4663879529631412 -0.17064062380302844 0.26066202452910742 0.074180014431476607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 8 -5 13 11 12 -11 -9 17 19 -17 -15 -19 -16 25 -22 27 -24 -20 -18 30 37 29 45 31 -6 -33 -32 -21 -28 -37 38 40 41 -3 -40 43 -39 -26 -29 -31 -48 -49 -13 -51 -52
right_child=3 22 -4 7 26 6 -8 9 -10 10 -12 49 -14 14 15 16 20 18 24 34 21 -23 23 -25 44 -27 35 28 -30 46 33 32 -34 -35 -36 36 -38 42 39 -41 -42 -43 -44 -45 -46 -47 47 48 -50 50 51 -53
leaf_value=0.010572456773025094 0.001837486840993332 0.05224869490792599 0.04822604918085964 0.0043389721736158005 -0.0066136809307212668 0.074252948170184838 -0.12218701892700155 -0.090213080428561687 -0.13865181890988429 -0.0056155593615776428 0.017831968577802403 0.06214019322053415 0.018421857784840765 -0.099492871848865003 -0.16091085605631178 0.10215515568994503 0.060440560921564017 0.10342596317971489 -0.019949534267438659 0.026222273898138772 -0.011940350523529533 0.063172002217742024 0.045117513158469708 -0.092873190940215788 -0.016967089428681605 -0.073168750342097369 -0.045448695106506148 0.066753967263614461 -0.03157450712579378 -0.071499371155609254 -0.1061616227174232 -0.11760890520750672 0.048816392871784756 -0.012999366165592005 -0.061398706517563531 0.016827592225070173 -0.035122058662010437 -0.0005106065285135227 -0.1121766934592765 -0.0082320812607902579 -0.006128936641195324 0.037101802873998169 0.0053321331275629586 0.075934213071558676 0.011660291803658801 -0.0086701781428424173 0.068456213265585375 -0.068348195726457547 -0.0033005491656155532 -0.015742083771933424 -0.11246391803444876 -0.015983038270123841
leaf_weight=10.483579382876085 2.3098967392079426 0.92151449631637694 1.8128785089438668 0.53452619399331425 59.168150227797923 0.86886898771354015 0.062301732483319938 0.1969546095788236 0.2819573951055645 45.088077639291043 4.4190109088794989 0.1577395531930964 5.8292031651253629 0.14342933431998872 0.13073824781167787 0.23054498624696806 0.094582676822028589 0.21310687713594134 1.9121410144725803 0.24969643189615454 1.2014237514631538 0.41971117886350739 1.3197928953322833 0.082540317273014696 1.8302165826553309 0.56805574166719486 2.0550193465223847 0.85469942123018039 3.5757417898676058 0.29742250900290024 0.29513727383891819 0.082770289438485745 1.1510394567267199 0.50249520544639281 0.71764305625038127 1.246942166320878 1.2882729520642895 0.44726358478146722 0.33471842276776342 9.5048972949759882 1.2869979810457142 0.091736431251774775 44.955122202609346 0.60249942890186392 30.698953510217741 0.34658155551369418 0.30136865516396838 0.33599012692502306 10.872541550888855 2.4828348096757504 0.55342476505029459 0.7657411584732472
leaf_count=3190 1058 201 472 337 51629 331 15 101 84 45089 2708 148 2087 31 41 44 119 94 935 198 551 193 448 68 972 254 3148 351 1353 195 59 54 636 249 273 1779 1372 254 86 4697 403 40 21125 247 21340 217 205 189 8148 4889 122 582
internal_value=0 0.00390094 0.0161847 -0.00261235 -0.00643893 0.0185159 0.0590875 6.41055e-05 -0.0469235 0.000464329 -0.0028944 -0.00456858 -0.00285825 0.0056219 0.00615439 -0.0164338 0.000927177 0.00850641 0.00900366 -0.0555737 -0.0099946 0.00797569 0.00191363 0.0359453 0.00836691 -0.0530277 -0.00767292 0.00126669 -0.00717898 -0.000439669 -0.0063079 -0.00572978 0.0361551 -0.0490182 -0.038717 -0.0257786 -0.00963082 0.00367705 -0.00598673 -0.0114439 0.0184499 -0.0798671 0.00622847 0.0438925 0.0100413 0.0451823 -0.00514159 -0.00332035 -0.0053545 -0.0264513 -0.0303962 -0.0574068
internal_weight=0 88.4279 12.2965 167.751 69.0309 3.24107 0.931171 98.7197 0.816484 97.9032 59.296 54.877 50.9173 38.6072 38.4102 3.6124 2.51432 34.7978 34.6544 1.09808 2.28377 1.62113 76.1314 1.40233 34.4413 0.662638 65.7898 74.7291 16.5843 13.0086 61.1996 60.402 1.23381 0.797632 0.967339 4.59023 2.53522 58.1447 12.1399 9.93135 2.20851 0.426455 46.0049 1.04976 32.5292 1.20128 11.8073 11.5099 11.2085 3.95974 3.802 1.31917
internal_count=183411 41889 3662 141522 60330 1404 346 81192 421 80771 55625 52917 47176 25146 25045 1673 1161 23372 23341 512 1117 744 38227 516 23247 373 58926 37711 10658 9305 52627 52319 690 308 471 6299 3151 27053 5427 4823 604 126 21626 501 22312 568 8737 8542 8337 5741 5593 704
shrinkage=0.1


Tree=96
num_leaves=53
num_cat=0
split_feature=1 5 7 4 3 5 5 9 4 4 0 3 1 13 8 8 13 1 4 8 12 7 1 5 15 1 4 5 5 5 1 8 10 10 5 13 9 15 3 12 7 1 4 1 3 4 13 1 15 12 1 0
split_gain=0.276625 0.171909 0.224291 0.297576 0.188291 0.187688 0.324489 0.442798 0.170158 0.183009 0.162745 0.191257 0.159453 0.154187 0.152229 0.178797 0.197723 0.241655 0.164489 0.163612 0.159232 0.15099 0.150694 0.255132 0.236472 0.237946 0.232572 0.188141 0.184973 0.179917 1.08875 0.177514 0.283315 0.256409 0.200278 0.21101 0.198965 0.158519 0.153434 0.151806 0.177067 0.179971 0.288348 0.290245 0.240957 0.235176 0.22501 0.203111 0.229894 0.180904 0.172066 0.166003
threshold=0.23331363499164584 -0.48984302488244985 -0.013368674071109253 -0.85694199852546904 -0.84845660481369112 -0.25448258350080905 -0.25623455352484309 0.076419378223717957 1.4794927976349441 1.4273210464593211 0.00052909657824784528 -0.27850547590060154 4.0966097003547483e-06 0.10908821605278178 -0.00087616786821818578 0.016154491665619389 0.086553020225674029 0.14735427498817447 0.99280943769331198 0.0016224874689512484 -0.39163716694426859 0.051121744799855942 0.017612173222005371 0.40492293670462259 0.26325193739390623 0.0089945308864116686 -1.2197799634755904 0.26697168147603462 0.22177648491018828 -0.23736468835312743 1.0282086805091241e-05 0.007673111538285436 -0.042062698129860736 -0.021309704346315701 -0.21178896516399948 -0.29821250946464434 -0.12677136821785523 0.13737886692212939 -0.084463123232126222 -0.87985303773372991 0.15310886753271161 0.077107936143875136 -0.82501773084887464 0.018848128616809848 -0.37136246193404071 -1.2410112220967833 0.32330962979489836 0.048254471272230155 0.077721105655626704 -1.3066811792843109 0.098068520426750197 0.010119533631950619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 14 9 22 21 -12 -10 -6 -3 16 18 -18 -16 -19 -20 -8 23 26 -25 -26 27 28 -7 30 -28 33 36 -24 -34 -36 -33 -37 -39 40 41 42 43 -35 47 46 49 48 -45 51 -51 -43
right_child=-2 5 4 -5 13 8 10 -9 12 -11 11 -13 -14 -15 15 -17 17 19 20 -21 -22 -23 31 24 25 -27 29 -29 -30 -31 -32 32 34 39 35 37 -38 38 -40 -41 -42 45 -44 44 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=-0.00056546877486029525 0.0049262779115098985 -0.002374618002687511 0.075699587961401207 0.064007528620854487 0.0077504915153668794 0.019956206597189267 -0.1945899521547001 0.048088597415622256 -0.063109501484914718 0.019038348571702772 -0.13319186812548989 -0.015988650116632818 -0.012238069461536549 -0.03045806142048367 -0.025587607443688865 -0.0013996433318701528 -0.034426598011341479 0.02687387069336087 -0.092305337357098727 -0.13244155467417554 0.072856149983698645 -0.025302183512478135 0.020049326296913268 0.013958012606424902 0.039727645955578719 -0.10018257843119299 0.5962378641374475 -0.046893094624848364 0.11799544387327993 -0.021504417705616036 0.0033225604513027643 0.083451604977784741 0.045234003459771327 0.10962123972884397 -0.02359931257322815 0.015266404139161187 -0.036888865123891418 0.027163693423111597 -0.012643854985818159 0.00049837715252494259 -0.094084546501513322 -0.080710640141744658 -0.013439122072145843 -0.056230642115271394 0.0022054201449436179 -0.0090892153721795679 -0.11188272246603084 0.097375535759533116 0.10534565491077474 -0.01445368023144959 -0.071840111738018395 0.019218009088260046
leaf_weight=1.3106751605228057 82.185109001263072 6.8999981759507181 0.28609737486112852 1.5483910381735766 3.0157722105213898 0.89409448878086972 0.14598323688551207 1.2387288607351354 0.68947196170483849 4.4250743850061545 0.16486970492405817 0.61405450662095973 4.9207664538034805 1.6035898584887034 3.9701009278869606 2.8638888679170122 1.3178892044943493 0.067700574265472713 0.055679965145827737 0.49041630710053141 0.30065951620417752 0.086425089393742383 4.8221020981538905 5.8232459860232657 0.16892150522653526 0.35421260527436971 0.014659404216222138 0.28835321054430085 0.23138179874513298 14.575642180427616 0.78303344163441579 0.1313292543163701 1.4795531191803153 0.25965053038726083 1.9819875156674758 16.553006364440986 1.9358778633395584 1.2172007555636808 4.4719726440252989 42.677182028056222 0.22061048311297682 0.1824757832655457 11.700331341000039 0.23975090785097464 11.261668682046091 11.565395725956703 0.35710900252161071 0.49279208776715677 0.11627100119949318 0.94185916122660218 1.1870798353520511 0.96588262896875676
leaf_count=565 46591 6392 60 732 1569 597 32 356 397 1562 66 436 4864 938 5785 2051 1404 63 47 138 250 20 2493 3132 81 73 11 225 88 29895 1295 56 1107 95 1605 10121 857 498 2280 30861 50 49 10234 71 5516 7562 76 155 37 337 322 324
internal_value=0 -0.00211333 0.0124137 0.0345831 -0.000584732 -0.00279347 -0.0123663 -0.00909401 -0.00161332 -0.000938808 -0.0669286 -0.0431905 -0.0186677 -0.00557867 -0.0135785 -0.0220842 -0.031604 -0.0586004 -0.0197081 -0.112886 0.0439198 -0.137849 -0.00158223 -0.00894188 0.00812193 -0.0551825 -0.0153946 0.0232112 0.0416177 -0.0189675 0.0268512 -9.75253e-05 0.00686073 -0.00231983 0.00973056 0.00753084 -0.0286039 0.0103213 -0.00406952 -0.0036366 -0.00810343 -0.00757849 -0.0021953 0.0084437 0.00611855 -0.0160909 -0.0382207 0.056937 -0.000986357 -0.0296395 -0.0467785 0.00236085
internal_weight=0 173.911 7.76453 2.85907 4.90546 166.146 18.2164 17.2051 147.93 142.32 1.01133 0.778924 5.61024 4.61936 15.9663 9.06634 6.20245 1.87601 4.32644 0.558117 0.356339 0.232408 137.895 23.1335 6.34638 0.523134 16.7872 1.41383 1.12548 15.3733 0.797693 114.761 27.7709 86.9902 25.7037 24.2242 2.06721 22.2422 5.68917 82.1681 39.4909 39.2703 24.0705 12.3701 12.1105 15.1998 3.63441 0.848814 0.356022 3.2773 2.12894 1.14836
internal_count=184421 137830 3864 1297 2567 133966 17040 16486 116926 111665 554 502 5261 2507 16130 9738 7687 1605 6082 201 297 52 110103 35397 3286 154 32111 910 685 31201 1306 74706 16524 58182 15611 14504 913 12899 2778 55689 24828 24778 16108 5874 5779 8670 1108 263 108 1032 659 373
shrinkage=0.1


Tree=97
num_leaves=53
num_cat=0
split_feature=0 3 1 8 16 6 1 6 1 12 8 4 1 16 8 10 5 10 1 15 6 6 8 3 0 4 3 0 3 9 1 16 0 5 8 12 9 12 4 4 16 4 10 16 9 15 15 5 5 6 8 10
split_gain=0.270468 0.237709 0.17131 0.352604 0.220841 0.163069 0.268132 0.165698 0.187483 0.257857 0.285589 0.183893 0.232747 0.206709 0.167935 0.237162 0.206593 0.181773 0.158896 0.14593 0.146223 0.149052 0.143495 0.146172 0.288551 0.167603 0.279983 0.175135 0.223496 0.167656 0.203002 0.191184 0.15695 0.156426 0.143054 0.141635 0.137223 0.276072 0.181036 0.242357 0.254182 0.165631 0.136034 0.189951 0.131656 0.203755 0.197677 0.163932 0.200914 0.130911 0.150366 0.129723
threshold=0.0024143621558323507 -0.00069091469049453725 0.95101985335350048 0.014362252422332389 -0.058563233800147156 -0.088984887122808401 0.0015172829735092821 -0.018034922190491177 0.72122400999069225 1.7594605335834221 -0.0012384161476854322 0.99280943769331198 0.0085356780327856558 0.12528526199242784 0.0203546982696018 -0.017456637379846825 0.42233064712311347 -0.024589259219300174 0.012513356748968365 -0.12896524860362149 -0.07149319112791841 -0.081498293645561076 -0.11187267648159309 0.03936410881578923 0.082597449421882643 -0.10468241956687274 -0.57471228291979048 0.16366192698478702 -0.18284398317337033 0.010563185262630883 0.098068520426750197 0.14061509478254483 0.020044714212417606 -0.25952293551548017 0.031777204594637967 -0.69071557353440249 -0.012217144881976748 1.7594605335834221 -1.2610333098730926 -1.2197799634755904 -0.078791049229820873 -1.0949240173038122 -0.0077364313962184671 -0.081978833440713522 0.014094908242530292 0.2012483873939753 0.041211795459107865 0.46131120397471409 0.1850685764272747 -0.06359646627315288 -0.0055016706514202278 -0.0033161332637840252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 36 5 -4 -5 6 34 8 11 10 42 12 -7 -13 19 16 17 -16 -15 20 21 -14 -8 25 -25 26 33 -27 -29 -28 -31 -32 -33 -24 -2 49 37 41 -38 40 -40 -1 43 -10 -21 46 51 48 -48 -22 -51 -46
right_child=2 -3 3 4 -6 7 22 -9 9 -11 -12 13 14 18 15 -17 -18 -19 -20 44 35 -23 23 24 -26 27 29 28 -30 30 31 32 -34 -35 -36 -37 38 -39 39 -41 -42 -43 -44 -45 45 -47 47 -49 -50 50 -52 -53
leaf_value=-0.035311670582058606 -0.031775325922469455 -0.055940484248037929 0.0055735340654449773 -0.021168472875232283 0.11196649265653875 -0.037610885146716184 -0.075201233673775611 -0.0017787187085989435 0.010691255328651499 0.043616952277524747 0.028809993690492888 0.017279145344297205 0.031295463425148301 0.094341966703963845 0.049759202335423441 0.058076482288500354 -0.11823258937981261 -0.071514133607183186 -0.026488337140575725 0.0035130937351805225 0.089361968729031127 -0.060555985903496347 -0.042806315335667318 -0.050088244718564191 -0.0069332518500668325 -0.0087032235952777034 0.0043223249850901672 -0.12337455190306866 -0.00058821920709790172 -0.0018737288731067382 -0.024932827076765501 0.0061992883902681475 -0.14215099671445128 0.063904425372129356 0.015895334157646209 -0.0012469660226827346 0.041139405939944869 -0.087685504415228377 0.029925279750603023 0.010212599130937968 -0.11333701150115978 0.021785959725685245 -0.03448214763408558 -0.13199096257744541 0.013313952940020281 -0.099758440255375544 0.035980850594455278 0.11030751884017742 -0.091794067863646411 0.070117371321021291 0.0020963213565440629 -0.065039288104956822
leaf_weight=0.77587622135979528 5.2870916019342067 0.55176295083401683 17.186847104338998 0.15849254974182259 0.49010380742538373 1.2174342898968102 0.2637595339310782 105.68289499072478 0.11617542090425559 0.46688184887534578 0.45132273506715059 5.3507281939173472 0.31407149938422663 0.60357605323133601 0.39805812984559452 1.3609745957228359 0.13129556227795547 0.15876645076332385 0.12385768206877401 13.158999672122254 0.54024392662177034 0.36357924862022661 0.14573152705997916 1.7893867817729177 10.930916035117205 10.218034642927247 26.537023535963733 0.29207526967365993 0.28469715777100724 4.5895284829684888 1.6358056343869973 0.093739604555594158 0.26268421908753226 1.0249069308956595 0.70347420885809686 0.82259421567279267 1.8520065663660705 0.39812294822149841 0.19107160493149422 31.628314646342918 0.30517779637011244 1.3948457269034398 0.76981779791913141 0.40953173364505346 0.30130761828695529 0.28411489632162545 0.44125377297314117 0.16453795918278047 0.15057142089426634 0.54480781157326452 0.77249735203372383 0.65092750199346383
leaf_count=276 6932 292 10254 90 214 3877 142 83421 71 346 404 3028 236 336 195 694 46 91 74 11044 214 266 84 1686 14412 10343 15344 116 367 1949 739 40 53 564 515 591 546 150 29 11056 83 587 568 148 194 118 275 36 68 332 530 355
internal_value=0 0.00819656 -0.0010392 0.00834633 0.0797335 -0.00187764 -0.0060356 8.49738e-05 0.0066327 -0.0212687 -0.0388728 0.00886221 0.0045605 0.0242161 0.00708783 0.0341265 -0.013509 0.0140494 0.0736289 0.00406494 0.0228684 -0.0182708 -0.00395351 -0.00360563 -0.0130647 -0.000932727 0.00248924 -0.0117889 -0.0645783 0.000777679 -0.0134874 -0.0399914 -0.104679 0.050183 -0.0261472 0.0333214 0.00919136 -0.0130294 0.0108773 0.00911106 -0.0590406 0.00125785 -0.0625216 -0.101135 -0.000123812 -0.0239609 -0.0104685 0.0273448 0.00176083 0.0484977 0.0307817 -0.0404549
internal_weight=0 37.0972 217.645 17.8354 0.648596 199.81 64.0589 135.751 30.0679 2.21373 1.74685 27.8542 21.776 6.07816 20.5586 2.04909 0.68812 0.556825 0.727434 18.5095 3.35779 0.677651 58.0683 57.8045 12.7203 45.0842 34.2894 10.7948 0.576772 33.1188 6.58176 1.99223 0.356424 1.17064 5.99057 2.68014 36.5454 2.56884 33.9766 32.1246 0.496249 2.17072 1.29552 0.525707 15.1517 1.99271 1.7086 0.756363 0.591825 1.85755 1.31731 0.952235
internal_count=184421 13019 171402 10558 304 160844 53286 107558 24137 1537 1191 22600 19162 3438 15285 1026 332 286 410 14259 2169 502 45839 45697 16098 29599 18773 10826 483 18125 2781 832 93 648 7447 1667 12727 1013 11714 11168 112 863 787 219 12090 1046 928 379 343 1076 862 549
shrinkage=0.1


Tree=98
num_leaves=53
num_cat=0
split_feature=14 15 13 8 8 10 13 16 4 16 3 15 15 3 10 2 3 3 4 8 15 3 12 9 2 3 13 13 3 9 15 15 0 3 2 12 16 4 15 13 9 13 8 16 4 12 9 8 15 0 0 13
split_gain=0.368745 0.235839 0.210075 0.212705 0.165906 0.162324 0.167144 0.159795 0.189154 0.201996 0.177208 0.160817 0.186008 0.154815 0.191889 0.154586 0.151809 0.204645 0.183658 0.141896 0.141181 0.140662 0.188034 0.131862 0.198309 0.172069 0.174426 0.167927 0.179804 0.160149 0.158276 0.216918 0.167316 0.165009 0.157269 0.194785 0.181655 0.155559 0.153963 0.196844 0.151462 0.151414 0.144858 0.143882 0.143206 0.134983 0.24061 0.165812 0.132525 0.150775 0.205722 0.129456
threshold=-0.18302234094387582 -0.44810409776103838 0.41736643827781145 0.0025009955727740836 0.0014310824815063656 0.042016092345792615 0.8069920363582116 0.14847863143774204 -1.4815195440028377 -0.14126773977779444 -0.035957403946667903 0.097441142427228802 0.088002773914063928 -0.19643890648148951 -0.016239155250259544 0.96382758021354686 0.0049973726272583016 -0.043134946376085274 -1.2410112220967833 -0.11187267648159309 -0.25334058460777059 -0.6667063875356688 0.34036545486424702 -0.00022010370197387931 0.0049802719149738559 -0.0067849680781364432 -0.30537441836700535 0.25002560008141822 0.0066457776119932541 0.0056116863342086298 -0.040257623299095692 -0.19060914346517702 0.11361774057149888 -0.26778427511453623 0.012685624416917564 2.921088899626096 -0.078791049229820873 0.36182841368164104 -0.070033142608572324 0.31524603558384706 -0.00060454246527668818 0.17032494081075897 0.062051498292756739 -0.17214022738021131 0.2652488074723296 -1.1557143155826377 -0.0017724304787803717 0.038542761030743958 0.2012483873939753 0.061938019469380386 0.053778024390339858 0.36974023564646802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -1 6 19 8 9 10 -5 12 -11 -13 -15 23 17 -4 -18 -3 -20 -8 -23 24 40 26 -26 43 -29 34 31 -28 45 -34 35 -25 37 -36 -30 -40 -10 48 -33 -27 -43 46 -32 -47 49 50 -31 -9
right_child=2 5 16 7 -6 -7 21 51 15 11 -12 13 -14 14 -16 -17 18 -19 20 -21 -22 22 -24 29 25 27 30 28 38 41 32 42 33 -35 36 -37 -38 -39 39 -41 -42 44 -44 -45 -46 47 -48 -49 -50 -51 -52 -53
leaf_value=-0.0033059332786402338 -0.0046707452345164137 -0.072588056941541579 0.009621000443337302 0.11214998058928274 -0.11156919469651094 0.047728174903223841 -0.12425176159138206 0.020074693344905355 0.034212740094771647 -0.038454999625657349 -0.022397431265626447 0.10524363788514123 -0.1500210222162538 -0.096811781849103065 0.010068728943804317 -0.014702469692181381 -0.067349918131101028 0.044864412536747236 -0.072612028553887611 0.009641707352201297 0.0095318337114868156 -0.094920913208215732 0.057896795630238196 0.049431843000524112 -0.082438857516310193 -0.035816080359188839 0.014240036940339663 0.057570855880938535 -0.093901103714547851 0.0042431133931258936 0.040847126176663438 -0.039855127777886502 -0.090140673021331705 -0.011224622947030437 -0.036528553750602037 -0.051492156010570327 0.016019119570335413 0.036158975694884445 0.032260424744968139 -0.064131400649699119 -0.099971652419112933 -0.049174553376468123 0.088320112954700936 0.0096629287991011528 0.052556199717921671 0.00019988517537627393 -0.060745532360457044 -0.067714902888895576 0.026184456070439482 -0.011744611933811176 0.061488773213692574 -0.060483811851173512
leaf_weight=0.29684780504612618 119.12122134054317 0.19351363991881854 7.3956211363692992 0.18000340540311299 0.25491137024073396 1.070476648405928 0.15055762313568266 6.0004165729592094 1.9628189281315829 1.7428967092273517 0.18433527224624446 0.10635682796419133 0.14966199274931558 0.19747686001937836 0.75527039046573896 5.1933394799480075 0.43163020107385852 2.1079619352003638 0.21254815828479046 42.834939216711291 2.2864646197343732 0.12475801463005964 0.16806547552914708 2.012577189533665 0.31977266283865979 0.71738973839137443 1.0823855992657625 0.19088768877554585 0.38644713995381597 7.4232415686965449 1.6172388958721056 3.4494414794789914 0.37329606576622609 0.84148588529751644 1.2542415352106662 0.19689033673057554 10.288872291294636 0.36772000852761255 0.39381053771649011 0.42171441785421848 0.071127811024779386 0.92938822990617953 0.074392134148183575 13.135536653431926 0.14722051273565739 5.8377290260336858 0.25592026099093068 0.36547860116661457 2.2563376704656539 6.0522544886607639 0.66853949876895047 0.18960307295492373
leaf_count=113 90014 103 4427 58 75 461 33 4792 1276 820 130 34 23 67 266 7202 227 1428 115 20445 2019 69 121 1097 236 781 562 146 186 4315 902 2045 198 583 1136 73 9171 359 333 302 31 391 24 14442 102 3809 157 204 1238 6117 545 73
internal_value=0 0.00874896 -0.00121864 -0.00201502 -0.0552255 0.00956292 0.00860419 0.00205169 0.0007172 -0.0225427 0.0461806 -0.031249 -0.0485782 5.03813e-06 -0.0134383 0.00185221 0.0113782 0.0175067 -0.00848118 0.00924237 0.00208644 -0.0513181 -0.00890131 0.00321856 -0.00136024 -0.00345152 -0.0113586 0.00392669 -0.0289544 0.00778101 -0.00962095 -0.0247396 -0.00209309 -0.0364158 0.0156944 0.0401025 0.0111142 -0.0198381 -0.043328 -0.0178863 0.0287031 0.00137815 -0.0367238 0.0072653 -0.034642 0.0031374 0.0265309 -0.00398171 0.0037773 0.000174687 0.00909588 0.0174427
internal_weight=0 45.0941 209.349 196.915 0.551759 44.5423 43.4718 77.7935 71.6035 3.316 0.364339 2.95166 1.89256 1.0591 0.952747 68.2875 12.4342 9.50358 2.93064 43.0285 2.49901 0.443381 0.292823 63.0942 31.4969 29.4629 14.2171 15.2458 1.39286 31.5973 13.8974 4.60622 9.29115 1.21478 14.1203 2.20947 11.9108 1.62196 1.20197 0.815525 2.03395 17.477 3.52383 13.8529 1.07661 8.07637 1.87316 6.20321 16.4004 14.144 8.09178 6.19002
internal_count=183876 21420 162456 154240 188 21232 20771 64226 59361 1398 188 1210 843 367 333 57963 8216 5855 2361 20548 2134 223 190 50761 26217 24910 8720 16190 967 24544 8484 2631 5853 781 11836 1170 10666 1495 821 635 1307 12708 2069 15223 493 5072 1059 4013 12215 10977 4860 4865
shrinkage=0.1


Tree=99
num_leaves=53
num_cat=0
split_feature=14 1 4 6 0 13 13 3 0 12 13 8 4 12 6 11 6 1 1 6 14 6 6 8 11 14 14 3 12 12 6 8 11 13 3 1 1 16 12 11 4 14 4 8 14 2 6 13 1 3 14 0
split_gain=0.278561 0.227659 0.285895 0.273491 0.23233 0.220052 0.193958 0.188574 0.188772 0.3065 0.171162 0.189006 0.167794 0.16654 0.153274 0.152534 0.196957 0.219634 0.162405 0.293412 0.206874 0.147377 0.178803 0.169551 0.166996 0.1858 0.162129 0.160423 0.150198 0.148336 0.143953 0.149192 0.162421 0.143077 0.145517 0.138821 0.165971 0.152916 0.272325 0.20012 0.183497 0.242333 0.201781 0.184201 0.181057 0.177751 0.257094 0.160077 0.144893 0.144837 0.167806 0.163019
threshold=-0.17448254223757384 0.30583702027797705 -0.10468241956687274 -0.13632264048675821 0.035912452265620239 0.94562670188540443 0.11384692989996782 -0.77531272755004454 1.8220578567706983e-05 -1.3066811792843109 0.48339001251991476 0.0025009955727740836 -1.4815195440028377 -0.75680388841923107 0.4472802234631541 -0.011938209555601426 -0.02377756294967729 0.99507576227188121 0.99751281738281261 -0.020145175129254646 -0.27198934953747111 0.43475695074413029 0.24126380501896147 -0.013852185002483183 -0.04931498055486077 -0.31504236421855575 -0.34277443538136876 0.0074691474437713632 -0.17503116031605678 -0.64962071283940193 -0.24580405555463994 0.007673111538285436 -0.0079166282365147264 0.8069920363582116 -0.63523146376246575 0.014148350339382889 0.014689926989376547 0.17204195117354412 -1.2367060411400452 -0.0046359217996663413 -0.62011676026311624 0.13862446216595833 0.6648438914581043 -0.014246837147978838 0.12028121583340792 0.031121804378926757 -0.12706412936184777 0.23933914749649782 0.12206638604402544 0.016493491828441623 -0.14916943577321215 0.001122808607760817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 -3 -1 -5 9 -9 11 35 -6 -14 -12 18 17 30 33 -20 -21 22 23 26 -23 -26 -10 -24 -28 -29 31 -17 -33 -4 -35 -2 -37 39 -39 40 41 43 45 -38 -45 46 -42 48 -43 51 -51 -40
right_child=10 2 15 7 12 -7 -8 8 21 -11 14 -13 13 -15 -16 16 -18 -19 19 20 -22 24 27 -25 25 -27 28 29 -30 -31 -32 32 -34 34 -36 36 37 38 49 -41 42 47 -44 44 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.046367320164605853 -0.014330582862065787 0.031890957616496338 0.0059147677175643227 0.047961983330346923 -0.084972699256645065 0.15768927733007534 -0.020100807833420702 -0.19134168333710855 0.066216510911916174 -0.020413064989760851 0.014651810596846504 0.0023751843116654693 0.023356215147593062 -0.037945768944075031 -0.092602666464930164 0.0045095820524609052 0.0037556808242274219 0.073519781203627163 -0.086974402800346851 0.07905706836728732 -0.069215146711807549 -0.12532143613964608 0.001981899329404188 -0.019147542932133388 0.040560751720848796 -0.066306953491274662 0.018602665077405274 0.013756629214098407 -0.064417421296562638 0.1019410332452575 0.048627474913850749 0.13717292122830507 0.0028818734542265666 -0.13285511527722901 0.017724046155320691 0.060682981121330637 -0.012023285127142918 -0.064497190735062729 -0.072605362639298565 0.00052008972081049772 -0.015760211067125749 0.026227855564901165 -0.014213365578292024 -0.038536843302687751 -0.13368922734440858 -0.012069061600521845 0.025167890672799634 -0.025581478585601742 0.14360627181734256 -0.1540248010098989 -0.02295711471604072 0.0174923031048182
leaf_weight=2.6501540172685085 11.651121890640011 4.5058651685767499 10.828682387662411 0.55253107584212635 0.22657676446397124 0.12738903405625013 0.51506725348735916 0.13104254386962566 0.45493874017665792 0.37394659781784589 8.404104191050461 77.242738808757395 1.3102010230268206 0.64767916556502281 0.11805351865405178 3.4417706301501343 5.9137603028502719 0.93651973006308242 0.52242078007157033 0.24637948039776347 0.12998618014944519 0.19585662577446783 2.3084006850522214 7.2006445032502571 0.26317957980063511 0.37343862077432355 0.78107948484830547 0.4230260295644257 0.28217658304310766 0.33971741724417359 1.3760289364818161 0.16845831286627799 0.1760609091434161 0.13318106104270555 0.10529761765792578 0.39207744368923059 3.4183965492109105 1.0858747640650106 0.20695635638003285 72.881182301911849 2.1138102862278192 0.70733387457585173 10.740846273971327 3.5325931022357535 0.19856634935058526 4.0696043133971216 5.4909173308274148 0.51838645881980483 0.10882896016119048 0.094938167501823045 0.82150310213228284 1.8954833149218755
leaf_count=1010 17827 3195 3914 149 136 52 228 9 180 79 5628 64346 847 516 95 948 2627 455 190 82 80 89 680 4406 119 218 412 204 138 116 1687 13 44 16 48 352 1678 619 59 52541 1166 429 4363 1893 67 3644 4301 212 24 36 744 965
internal_value=0 0.00760253 0.0132374 -0.000874042 0.0182606 0.0359332 0.0354998 -0.00837065 -0.0108027 -0.0697173 -0.000882183 -0.00148237 -0.00680274 0.00291978 0.0129783 0.00882882 0.0167804 0.0293626 0.000833362 -0.0396269 0.0270438 -0.00835193 -0.00544387 -0.0127483 -0.0485724 -0.0222249 0.0174741 0.0152477 -0.00411994 0.0544459 0.0211294 0.0109572 0.0720203 0.00417691 -0.0697191 -0.0039669 -0.00284957 -0.00309032 -0.0219793 -0.00233962 -0.00908119 -0.0215917 -0.00433277 -0.028885 -0.0442044 0.00476547 0.0137814 0.0173483 0.0445796 -0.00640073 -0.0391807 0.00809445
internal_weight=0 47.6415 28.6118 19.0297 5.34968 4.63325 3.16522 13.68 13.1274 0.504989 205.693 197.171 2.18446 1.95788 8.52216 23.9785 12.0126 6.09884 11.9659 0.898786 0.376366 12.6225 11.79 8.71884 0.832475 0.636618 1.51819 3.07114 1.06326 0.762743 5.16232 3.78629 0.344519 11.0672 0.238479 119.928 108.277 107.885 4.10476 103.78 30.8993 8.48411 22.4152 7.14956 3.73116 11.6743 7.60473 1.33455 0.816163 3.01888 0.916441 2.10244
internal_count=183876 22887 13351 9536 2737 3247 1238 6799 6650 88 160989 155266 1499 1363 5723 10104 5774 3147 4330 352 162 6562 6136 5136 426 337 730 1000 550 320 2692 1005 57 3978 64 90920 73093 72741 2423 70318 17777 4303 13474 3638 1960 9111 5467 665 453 1804 780 1024
shrinkage=0.1


end of trees

feature_importances:
protbert_core_features_protein_wt_0_pc=485
protbert_core_score_wt=484
proteinsolver_core_score_change=387
protbert_core_features_protein_wt_8_pc=369
protbert_core_features_protein_wt_5_pc=367
protbert_core_score_mut=351
protbert_core_features_residue_change_0_pc=323
proteinsolver_core_score_mut=304
protbert_core_features_protein_change_2_pc=278
protbert_core_features_residue_change_1_pc=265
protbert_core_features_protein_change_4_pc=261
protbert_core_features_residue_wt_0_pc=249
protbert_core_features_protein_change_5_pc=246
protbert_core_features_protein_change_6_pc=226
protbert_core_features_protein_change_8_pc=225
protbert_core_features_residue_change_5_pc=197
protbert_core_features_residue_change_9_pc=183

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 53]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 18]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.42749]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 2]
[bagging_seed: 3]
[feature_fraction: 0.726846]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 1.27092e-08]
[lambda_l2: 0.0175951]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
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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:[]
