gain_test_booster

tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4
feature_infos=[-3.4924404934616677:3.3329375017555081] [-3.8259041347507439:3.4998228139143839] [-3.9554308554012794:3.7104657852476084] [-3.5716648465141545:3.4587754388206333] [-3.7338557248167521:3.206628706510612]
tree_sizes=2619 2646 2633 2641 2649 2628 2654 2636 2640 2648 2643 2653 2636 2640 2652 2643 2648 2651 2658 2640 2664 2645 2651 2651 2675 2653 2634 2642 2646 2656 2652 2652 2662 2648 2660 2635 2661 2651 2652 2646 2662 2656 2635 2640 2646 2639 2654 2648 2652 2640 2653 2656 2655 2643 2667 2648 2651 2653 2650 2646 2634 2646 2648 2658 2647 2657 2661 2655 2646 2650 2667 2653 2655 2647 2637 2652 2641 2648 2661 2648 2646 2670 2654 2638 2685 2662 2635 2669 2654 2653 2644 2659 2658 2649 2670 2672 2677 2643 2642 2684

Tree=0
num_leaves=31
num_cat=0
split_feature=2 1 2 4 2 4 3 3 0 4 4 2 2 0 1 0 3 3 0 0 3 4 1 0 2 4 0 4 3 4
split_gain=7.28234 7.80142 5.76256 6.33325 4.78078 4.21979 4.20486 6.39981 4.15447 3.86321 8.06032 7.62702 7.50085 8.52565 8.55269 6.39608 8.55964 6.66956 8.73746 4.93849 4.586 4.53718 6.53244 6.38967 6.09242 5.88212 4.49447 4.38853 4.91717 5.52282
threshold=1.3910386612216636 -0.86856750738856514 1.1950889467043617 0.6730167910470316 1.0425001650485135 -0.87419524854250918 -0.6013794588333522 0.81465208573265679 -0.93055235088201471 -0.5943939189177202 -0.65763166816361274 -0.20375797063717246 -0.60682709454593542 1.762343290306037 0.80231174353175605 -0.25353690436556925 0.23820228949812522 0.52184560036067829 -0.84849897837498867 -0.14519936618847087 -0.40559685877688106 -0.044953893121345394 1.0468516698839119 1.1028413132845147 -1.2122861955568911 -0.22790678329923134 0.42740634087388618 0.57970811742402384 -0.37788504332452416 0.24821753345683062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 9 -3 -6 -8 -7 10 12 15 -1 14 -14 16 27 -18 -19 -17 -16 23 -23 24 -21 -26 -24 28 29 -11
right_child=1 5 3 -5 6 8 7 -9 -10 11 -12 -13 13 -15 20 19 17 18 -20 21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.045962618386684612 -0.043664800635054277 0.10293323845635374 0.091137993931757699 0.20921552130417201 -0.038897384729642576 0.11127621629082415 0.084974625151646332 -0.043664800635054277 0.020546332340958796 0.10889250833811828 0.15762609314899287 0.053243576068706187 0.11260518621135923 -0.029795954364765856 0.11313021136515085 -0.0055254733917611265 -0.018874237926913728 0.03538203082886781 0.14495150864086817 0.15544492247331435 0.015011087431550565 0.048858382121823536 0.19180408930179907 0.19470599463552787 0.015551523242690352 0.11493898704742087 0.069227608005093436 0.16819132535337544 0.15299110546317599 -0.018874237926913728
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=210 42 48 87 23 28 24 59 21 128 42 54 929 339 22 27 36 30 62 55 34 65 324 23 24 57 41 25 73 48 20
internal_value=0 -0.332848 0.0292056 0.478007 0.010562 -0.168194 -0.401798 -0.168194 -0.331541 0.0280955 0.152539 -0.0208491 0.0919857 0.23691 0.298935 0.111099 0.332384 -0.0272152 0.188628 -0.0183759 -0.242193 0.0305201 -0.089609 0.316982 0.144288 -0.108942 0.59936 0.621243 0.36879 -0.00348792
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 242 2758 110 2648 200 108 80 152 2540 717 1823 663 453 431 894 330 147 117 564 92 528 372 156 132 98 48 183 110 62
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=2 1 2 4 3 2 2 0 1 4 4 2 2 1 4 1 3 0 0 0 2 4 3 4 4 4 3 0 1 4
split_gain=5.89821 6.31188 4.68332 5.21324 4.12877 3.87266 3.65368 3.34596 5.8463 4.81472 7.10131 6.70263 6.35775 7.48505 5.54569 5.53729 5.51549 6.88617 6.74444 4.62554 5.21671 8.86172 6.68655 5.80873 6.2336 6.12385 4.50905 3.90549 4.79076 4.32365
threshold=1.3910386612216636 -0.86856750738856514 1.1950889467043617 0.6730167910470316 0.70654391574508368 1.0425001650485135 1.1059315485731778 1.662997765389673 0.76831181561277184 -0.5943939189177202 -0.65763166816361274 -0.20375797063717246 -0.60682709454593542 0.80231174353175605 -0.39304168164666287 0.55408375439743829 0.23820228949812522 -0.25353690436556925 1.1028413132845147 1.3658884354396104 0.36792339504669386 0.088110715133060971 -0.53782504402699527 0.25783699915560782 0.81094894868529188 1.3034681784140616 0.54823099551921273 0.96185131913738731 1.0598857836080067 -0.052320117735985786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -3 7 -7 9 26 10 12 16 -1 -14 15 -13 17 -11 27 20 -16 22 -22 -23 -25 -26 -9 28 29 -19
right_child=1 4 3 -5 -6 6 -8 8 -10 11 -12 14 13 -15 19 -17 -18 18 -20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.016725494999497739 -0.10044397720901735 -0.032175712547895738 0.02082073794847987 0.12837511039301161 0.033371599552541674 -0.077307702799789865 -0.0032340803400003719 -0.019726470432276183 0.04830127739614283 0.056145607307951088 0.090713439891337122 -0.029072508649454903 0.040687297908474133 -0.024104228744985943 -0.0267884611080067 -0.14142328451493144 -0.0069805775493270387 0.034149532621673626 0.080136817617370834 0.078065534962198688 -0.02756484928464711 -0.086465433388151478 0.089184522777656136 0.032537787555663437 -0.081744644458148885 0.013554426410252139 -0.10272106635751366 -0.084253125278645508 0.074284123429651419 -0.029211125444910276
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=198 42 148 87 23 52 48 60 80 33 183 51 59 332 91 401 25 371 63 43 24 27 37 72 111 55 53 39 23 32 137
internal_value=0 -0.299466 0.0263495 0.431524 -0.151333 0.00955468 -0.36158 0.0253446 -0.26255 0.0436798 0.187368 -0.0125494 0.128504 0.267244 -0.136661 -0.625102 0.113538 0.255128 0.0676142 -0.0840598 -0.111511 0.065125 0.573438 -0.131449 -0.00757427 -0.349775 -0.469162 -0.0559917 0.0220292 -0.0927632
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 242 2758 110 200 2648 108 2540 152 2388 672 1716 621 423 864 84 852 481 298 780 756 355 99 256 219 108 119 255 232 200
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 3 4 0 3 3 3 2 4 2 2 0 3 4 3 4 0 3 4 3 4 3 3 2 0 0
split_gain=4.78347 5.15263 3.90471 8.64517 3.57715 8.2771 3.36729 3.41216 3.27937 5.56436 3.05681 2.72436 5.05092 4.57717 10.1308 4.51913 5.68504 7.93066 8.29767 5.04731 3.95185 3.88966 3.0637 3.94892 3.51869 3.43732 6.20503 6.51257 5.08404 3.62874
threshold=1.3910386612216636 -0.86856750738856514 -1.6250245901676552 0.56756395366637591 -1.4788037750637317 0.14356942116175228 -0.87419524854250918 -0.93055235088201471 0.19406644264101597 -0.33260768921804279 -0.0047853411517601785 1.1950889467043617 0.6730167910470316 0.6180089974687103 0.58437640656063106 -1.2890367342104445 -0.68286868175367343 -0.80475260815653649 -1.0402642712151489 0.6730167910470316 0.21792294209959465 0.02109233882793158 0.81094894868529188 0.54823099551921273 0.59615783190849736 0.30458438434983753 -0.12854889490248636 0.7870243030137225 0.57201629884946448 1.0335381844538831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 -4 10 -8 9 -1 -3 13 20 14 -6 21 17 -17 19 -19 -13 -15 24 -24 25 26 27 -18 -27 -30
right_child=1 6 4 -5 11 -7 7 -9 -10 -11 -12 12 -14 15 -16 16 22 18 -20 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.023433047317470229 -0.090845948246328787 -0.027106706674065301 0.022208031459976987 0.13473855586460581 0.0027328165249112129 -0.12947746147223671 0.041094335688817013 -0.041160365737435173 0.047288409502754702 -0.10840113082670222 0.075370447964244566 -0.028665136453464513 0.11767411675480188 0.1028532582095289 0.11639185390954139 0.035787274293223238 -0.11053978111392626 -0.090854355656231137 -0.16604193958284327 0.032910012458992076 0.059271429673464361 -0.017665157771551324 -0.085430425715123159 0.016762657725616793 0.079623061195900527 0.0048924298854591663 0.081319599086117994 0.026595214961136666 -0.14716242486727232 -0.030495582224354209
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=36 42 20 31 28 1977 27 24 128 49 20 28 46 23 22 32 26 21 33 35 22 37 21 41 24 21 62 40 41 20 23
internal_value=0 -0.269736 0.0237901 0.358614 0.00682539 -0.485099 -0.136171 -0.281942 0.0948669 -0.236629 0.326264 0.0179396 0.333267 0.00443608 0.0454134 -0.177622 -0.242524 -0.617633 -0.898548 -0.413845 0.105355 0.440082 -0.0939474 -0.477039 0.0155061 -0.0638011 0.198023 -0.198661 -0.318282 -0.847509
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 242 2758 133 2625 58 200 152 105 56 48 2567 106 2461 2009 452 409 116 90 55 83 43 293 65 228 207 102 62 105 43
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 2 1 1 4 4 0 4 2 2 2 2 4 3 3 0 0 4 4 3 0 2 3 2 2 0
split_gain=4.0128 4.70296 4.44788 4.81918 3.08459 6.65643 3.99475 6.66504 4.27046 8.9848 4.20274 7.9951 4.79137 7.14296 6.08797 3.58968 3.42868 3.0936 4.79889 4.94277 4.52562 4.80761 4.05455 3.09503 4.91263 4.70446 3.8652 5.44067 3.63259 4.26917
threshold=-2.1608199884825319 -0.18419264351719949 1.3910386612216636 -0.86856750738856514 -1.6250245901676552 0.56756395366637591 0.027572407255178854 0.058608456847120731 -1.7293845022891365 -0.82221866181150582 -0.52925942613467203 -1.0395952218378788 0.30149018061880878 0.57610974068949405 -0.56444866422510265 0.21620726896597017 -0.37353869006829549 1.0186549335221584 1.2074173678873434 -0.10396724949139273 0.33657320317729805 0.66165456377919818 0.14757615676178956 0.61595053212699302 -0.54044028783520304 0.47739302804370692 0.40499149863721817 -0.019852066627570667 -1.8801040708073622 0.98261681354132036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 8 16 15 10 11 -10 14 -14 -12 -6 -8 23 19 -19 21 22 -20 26 -25 -26 28 -28 -11 -30
right_child=2 -3 3 -5 6 -7 7 -9 9 17 12 -13 13 -15 -16 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.13178685691292583 0.0085521928364122625 0.0044811691578358435 -0.090038409066126673 -0.014259730190887918 -0.024017695041654567 0.12051574817150024 0.026137801520361832 0.0050875333352364063 -0.067832767857425938 0.06174759529122717 0.019856185847853966 0.077356807714597034 -0.093050230101347248 0.060705821586148762 0.12045459546032347 -0.13047820186618683 0.14084890733357089 0.13542071812886683 -0.049682974895015677 0.0025613165634657594 0.041414392931483503 -0.11515373402168508 0.062823811587052705 0.024751390962020652 -0.10562440897946881 0.0052832398381491936 -0.020883262676765074 0.091904238242207753 -0.028724602284837048 0.013083737096012224
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 105 28 41 198 35 27 20 1252 39 22 43 25 20 31 55 20 22 22 33 23 45 23 21 26 57 21 37 32 537 120
internal_value=0 0.575182 -0.00924306 -0.271338 0.0138422 0.312946 -0.00142209 0.0771989 -0.0804659 -0.0560824 0.318314 -0.11122 0.502848 0.00401561 0.761828 -0.626842 0.862871 -0.13429 0.114966 0.674366 -0.0911166 -0.385559 -0.0589991 -0.183187 -0.506874 -0.758008 -0.138127 0.313485 -0.184074 -0.21088
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 239 2713 132 2581 1294 1287 1232 213 64 149 51 98 55 42 1019 167 45 122 77 54 852 104 78 748 69 679 657
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=0 1 2 1 4 2 2 3 4 4 3 1 2 1 1 4 4 2 2 2 0 1 0 0 4 1 3 4 3 0
split_gain=3.26681 3.87054 3.61393 3.98608 3.00853 2.92088 2.80732 2.89195 2.76286 2.73031 2.48794 2.40842 5.12695 3.10762 5.54009 3.42813 7.55863 3.6845 3.28201 9.92653 5.76945 8.59527 6.39281 7.31473 6.07789 5.89727 5.55178 4.90292 4.50845 4.33578
threshold=-2.1608199884825319 -0.18419264351719949 1.3910386612216636 -0.86856750738856514 -0.87419524854250918 1.3457525628534446 2.0558934454987132 0.70654391574508368 0.55220190870018182 0.014171907840324656 -0.0047853411517601785 -1.6250245901676552 0.56756395366637591 0.027572407255178854 0.058608456847120731 -1.6183494605680522 -0.82221866181150582 0.21620726896597017 0.013684352527709311 0.13327250010230179 0.61990922819379535 0.85206804150952331 -0.18024199399103305 -0.49192145615085731 0.14757615676178956 0.54699774144006086 -0.15787558118085637 -0.46483715502647954 0.22153873030948359 0.38075372744183228
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 11 7 8 -6 -4 -5 12 -2 15 -15 17 -17 -13 -16 29 22 26 23 25 27 28 -22 -24 -21 -20
right_child=2 -3 3 4 6 -7 -8 -9 -10 -11 -12 13 -14 14 18 16 -18 -19 19 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.11987249200753192 0.0077001037175688999 0.0040340000759627624 -0.13314319684817111 -0.022943850491662698 -0.084781182011318429 0.07427967156223933 0.033025586304260314 0.010399007324276467 -0.012017304533659226 -0.028523857851246743 0.069559791610756955 -0.019796621982855617 0.1081244144076537 0.07810444803511668 0.013226834397728768 0.030432294049144454 -0.012269552862923501 -0.12141781926304314 -0.036526573400460789 0.02023122577454509 -0.13445794353546664 0.023928602248470314 0.048851325701169228 -0.071388972097224918 0.0030786693232379638 -0.016509120583074705 -0.030244348110118103 0.15207137707464824 0.13595815482708651 -0.13665817379525433
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 105 28 21 20 57 22 26 34 33 20 28 45 26 42 679 200 1014 21 43 33 34 68 51 51 63 83 52 29 23 29
internal_value=0 0.520152 -0.00828876 -0.244791 -0.128324 0.012516 -0.267706 -0.393053 -0.58096 -0.821094 0.308589 0.00659141 0.272372 -0.00694032 0.0628759 -0.0767929 -0.0525901 -0.521472 0.0386701 -0.0750656 0.0277937 -0.293165 0.176108 -0.0647543 0.496291 0.173444 -0.71459 0.863179 0.676799 -0.768463
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 239 198 2713 150 124 90 41 48 2691 131 2560 1280 1280 1214 66 1238 559 487 154 333 190 143 139 86 80 56 72
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=0 1 2 1 4 4 3 1 3 3 2 4 4 2 2 3 4 1 0 4 0 3 1 1 3 0 1 2 2 4
split_gain=2.66839 3.21846 2.94395 3.43849 4.29476 3.76635 3.60373 3.38458 4.83649 2.72491 2.65545 4.03095 3.69618 2.87675 5.78191 5.31055 9.35041 6.37642 4.18561 3.88356 3.79482 9.75708 3.0734 3.9717 2.83019 2.59194 3.54978 2.94524 5.63381 7.82801
threshold=-2.1608199884825319 -0.18419264351719949 1.3910386612216636 -0.41472518041248624 0.97062180853296443 0.24821753345683062 0.51288267805676968 0.1790122468679459 -0.1955576166419212 1.0064577941963815 1.1950889467043617 0.57970811742402384 0.11127062187848416 0.7752095897591641 0.74539907357942325 -0.65099815276951734 0.84068069943704404 0.40654238001626725 0.42740634087388618 1.2444854399787291 -0.36775868789023264 0.89073987502078722 -0.1968812089274137 -0.88368270359856327 0.24808552973607212 1.662997765389673 0.76831181561277184 0.48830450471577075 0.6180089974687103 0.24821753345683062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 5 6 -4 7 -5 -9 -8 13 12 -12 14 25 17 20 18 -15 -18 24 22 23 -22 -17 27 -27 -2 29 -29
right_child=2 -3 3 4 -6 -7 9 8 -10 -11 11 -13 -14 15 -16 16 19 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.10978302187463687 0.00033543955303755291 0.0036314002078061515 -0.090493510242774799 0.036397879713090449 -0.082139706168823184 0.0043314104557973581 0.097651146941016481 0.0048036028203609056 -0.11415848299065692 0.0048970291398083747 0.037919220388440936 0.10290794878150865 -0.057417563887509217 -0.15204607069740914 0.10077808170972402 0.014989950424644932 -0.14042282011772958 0.010879644944463468 -0.034060829804352585 -0.031719885573806131 0.008915096800641625 -0.10388129393048676 -0.0081948786790240306 0.13102862955234687 0.096330123441880841 -0.042109247692183008 0.039256339933738317 0.089043413051078588 -0.0084638020287524287 -0.013916319329430771
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 1885 28 50 31 25 26 25 32 24 26 57 26 23 31 24 34 22 30 20 33 22 29 41 21 35 107 27 84 116 46
internal_value=0 0.47179 -0.00744699 -0.221379 -0.0584008 -0.578129 0.0802602 -0.167397 -0.461225 0.503862 0.011312 0.324529 0.104674 -0.00125847 0.0235344 -0.180205 -0.0286898 -0.624405 -1.05775 -0.752752 0.190798 -0.0357063 0.311232 0.68647 0.56187 0.0132195 -0.257235 0.0302237 0.236939 0.524157
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 239 163 76 138 87 56 51 2713 106 80 2607 2289 318 237 81 51 55 182 113 84 43 69 2265 134 2131 246 130
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=2 2 2 3 1 1 2 0 0 4 3 3 4 1 4 0 0 0 0 3 3 1 4 3 1 4 1 1 4 4
split_gain=2.57392 7.67087 5.91601 5.40259 4.07925 6.19594 6.46724 4.92752 4.02492 4.87841 4.74249 4.29523 8.63457 7.7868 5.60267 6.40883 4.71665 4.12618 4.11004 5.17949 4.87801 4.45047 5.33339 4.32127 3.49785 3.42319 6.30938 5.66778 4.42034 3.32806
threshold=0.013684352527709311 0.13327250010230179 -0.029920356845869401 -0.61693804871596414 -1.6250245901676552 -1.1967120787716552 0.17588442117645303 0.42740634087388618 1.762343290306037 -2.0559494634590085 0.54823099551921273 -0.72367313630847496 0.97062180853296443 0.97953278200862159 1.1722456130751813 0.61077179710835205 -0.24255936629042138 -0.34086378856580252 0.61077179710835205 0.46061444297229232 -0.15787558118085637 0.74914466773179145 -0.40461879144259821 0.19406644264101597 0.23910591795244171 0.70615831889490299 1.2214387551733035 -1.0601754905104948 1.1476922031512011 -0.052320117735985786
decision_type=2 2 2 2 2 2 2 2 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 25 -2 -3 7 -7 -6 9 -8 -10 13 18 16 -14 17 -11 -16 21 20 24 -13 -23 -22 -20 29 27 28 -27 -1
right_child=1 4 -4 -5 5 6 8 -9 10 11 -12 12 14 -15 15 -17 -18 -19 19 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0065665358984543058 0.01064884750575925 0.050100581696782547 0.069834517146448213 -0.071624615401127745 -0.090026438941390008 0.090715007058825736 0.096507276738504247 0.013054401540764985 -0.01233524574360635 -0.0026413641273145046 -0.13265551725557195 0.034932043984960075 -0.11193967919765822 0.055555882297184528 0.0042339318542043347 0.058193099165490286 -0.064582217289129468 -0.096914484057285311 0.01955719780424281 -0.051582674756128592 0.12062352943419073 -0.049633564794373447 0.028075262631594156 0.011640851596902889 -0.090409473110389271 0.10968967442665956 0.1031930130841075 -0.0028265586352757078 0.006059164100097437 -0.016141702139803739
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=691 45 62 56 111 57 31 21 28 39 82 20 381 34 41 29 31 126 37 25 76 24 64 80 38 22 37 34 233 30 415
internal_value=0 -0.0586726 0.0589432 -0.478948 -0.00961437 -0.0335934 0.00344799 -0.559247 -0.0206259 0.00654428 -0.532231 -0.0119662 0.0567274 -0.24377 -0.416975 -0.171358 -0.401753 -0.524953 0.144328 -0.113321 0.167795 0.235169 -0.0651254 0.537947 -0.321169 0.0340852 0.21198 0.119366 0.633628 -0.0196236
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1504 1496 156 1348 1286 1201 85 1170 1111 59 1090 841 249 131 97 208 66 710 185 109 525 144 62 47 1440 334 300 67 1106
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=2 1 4 1 0 2 2 1 1 2 3 3 1 3 2 4 0 0 0 0 0 4 1 3 3 4 3 1 4 1
split_gain=2.14229 2.76225 5.29417 2.29855 2.28855 3.17095 4.43636 2.10155 1.7852 4.49693 2.7013 4.45813 2.38366 5.95489 2.07321 4.40115 4.53898 3.69321 6.68215 3.98656 5.65544 5.21119 3.61706 4.4319 3.5456 3.50266 6.0148 5.68167 4.80616 3.85572
threshold=1.5066215513302528 -0.043114863540708072 0.29180296728872823 -0.70580690268793445 0.98261681354132036 2.0558934454987132 1.8651372681183704 0.64941831165539299 -1.6250245901676552 0.56756395366637591 0.19406644264101597 -0.33260768921804279 -1.4788037750637317 0.14356942116175228 -0.14702208543210635 -0.6353268199996448 1.7108131486520113 1.2342482361894034 0.61077179710835205 -0.21875033963248211 -0.92134327220707235 -0.93315413181499585 -0.20534066475588877 0.086938613256367522 0.58063330201810692 -0.38618464500076233 -1.4838133246627658 0.52733630776019802 -0.44105477533831511 -0.1210586374224812
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 7 -3 9 10 11 -1 13 -10 -14 16 17 18 19 20 -16 24 -22 -24 -21 27 -27 28 29 -17
right_child=1 4 -4 -5 -6 -7 -8 -9 12 -11 -12 -13 14 -15 15 25 -18 -19 -20 21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.017149483471396727 -0.13133135988813413 0.068269075457802655 0.024271654448314903 -0.046503254137162518 -0.059596328974919427 0.080252611772786475 -0.083961791653655499 -0.019863640165443272 0.020002942592045297 0.095083746350982684 0.039336246849626305 -0.10091638081274078 0.0072407386293592947 -0.10915015283689651 0.053021959005299983 -0.025135103694297195 -0.059682248095659432 0.092421443034164955 -0.047614391432792801 -0.0082937395081448071 -0.07414065524053437 0.1068950343550744 0.07116128296640363 -0.047572919803000775 0.090330398205555773 -0.067381021415362563 -0.0021409923705833591 -0.10481183934042537 -0.098851579764719144 0.07552338337889325
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=36 26 24 26 27 21 22 21 20 31 30 49 20 1209 27 62 40 31 27 57 50 37 48 24 27 21 61 841 40 20 25
internal_value=0 -0.208866 -0.498009 -0.869699 -0.00120037 0.142516 -0.0802879 0.282121 0.0139372 0.240597 0.0493068 -0.251787 0.00264135 -0.400492 0.0115441 -0.0408763 0.143082 0.207822 0.148656 0.281536 0.0635478 0.557082 -0.263497 0.0838922 0.209792 -0.109405 -0.0656907 -0.424411 -0.130529 0.135337
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 187 79 53 108 87 65 44 2813 135 105 56 2678 58 2620 1411 384 353 326 269 150 119 88 51 71 1027 902 125 85 65
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=0 3 2 1 4 3 3 0 4 2 2 1 3 2 1 1 3 0 2 2 3 1 2 0 1 3 0 3 0 4
split_gain=1.96809 3.03428 2.01326 2.42284 3.18616 8.37143 6.19781 5.47153 2.60748 2.23667 1.51369 1.4096 4.28293 4.0798 4.05118 3.54729 3.48957 3.24234 3.2349 7.64216 5.28309 5.48406 5.10096 4.93286 4.52969 4.8306 4.33485 3.96451 3.74638 5.56376
threshold=-2.1608199884825319 0.28335006463243539 1.3910386612216636 -0.41472518041248624 0.33155416694350986 -0.034412540582714861 0.12431380370625307 0.45018452669894032 0.24821753345683062 1.3457525628534446 1.6206303049246067 0.027572407255178854 1.0186549335221584 -1.6363155503811029 0.058608456847120731 -0.42735238838289019 1.226348628193185 -0.54044028783520304 0.42651874746940482 0.6180089974687103 0.6284477238706806 -0.73229493337598639 0.51895469596483601 -1.2221024353064596 -1.4996104258169434 -0.65099815276951734 0.42740634087388618 0.82925736184687826 -0.71912393870030533 1.0344041612999024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 8 6 -6 10 -8 -4 11 -5 12 13 15 -13 -2 -14 -18 20 22 28 -22 -20 -21 -25 26 -26 -23 29 -15
right_child=2 -3 3 4 5 -7 7 -9 -10 -11 -12 14 16 18 -16 -17 17 -19 19 23 21 27 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.085771615318855923 0.0089615206483060449 -0.01710808925726966 -0.076645407758558382 0.0068215613031376828 0.048004839686568483 -0.10316467183063936 0.11323724914806613 -0.019466370934610806 0.0026886114326067426 0.065321713510445495 -0.065508081737321769 0.067120893595611755 0.061626599695618338 -0.062419905628650213 0.0031592268442906198 0.1100993839948979 -0.039129517801813708 0.023801602244057217 0.0072826975742037092 0.08232217898693775 -0.0064735605072055481 -0.16501106634645751 0.10217550763143649 0.068855892992891493 -0.11735538365117491 -0.010561799945090655 -0.006193958059794862 -0.052117273865726246 -0.0057703079861606485 0.044235365030101531
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=27 46 21 50 20 25 36 34 20 26 22 28 42 63 109 1238 20 46 116 46 20 37 25 46 21 41 135 22 25 569 24
internal_value=0 0.407904 -0.00636268 -0.184264 -0.0477064 -0.410429 0.170015 0.639096 -0.487467 0.00913049 -0.35405 0.00396225 -0.0398523 -0.0880807 0.0522273 0.396388 0.214318 0.0585187 -0.116756 0.0511494 -0.186245 -0.653021 0.544186 -0.139841 -0.227402 -0.319628 -0.78296 -1.08501 -0.128528 -0.43162
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 239 163 61 102 54 76 2713 48 2691 1411 1186 1280 66 225 162 1120 331 789 87 92 239 219 198 63 50 702 133
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=2 2 2 4 1 2 0 2 3 3 4 1 3 0 2 2 3 3 1 4 0 1 0 2 0 2 1 1 2 1
split_gain=1.81654 6.08137 4.97399 4.72896 4.05815 2.76202 6.10241 3.71286 2.99374 3.70272 3.62582 7.97727 5.05693 9.17411 6.69508 5.90481 3.47327 8.30986 4.88407 4.74407 3.63186 3.16477 2.98167 3.39099 5.26267 4.3476 6.31755 6.71118 2.74062 3.24777
threshold=0.013684352527709311 0.13327250010230179 -0.029920356845869401 -1.2074236047955627 -1.0796551845633149 -0.10169141730268892 0.60306607273419677 -0.073021148874211253 -1.9549470763706565 -1.7021911714480069 0.56320272939424076 1.1650994483154118 -0.1886351599854077 -0.20929083986982497 -0.92866816976777733 -0.48144325657905657 -1.2317754217683639 -1.0523546157257502 1.5284416549470803 0.44657366220706757 0.168193463043769 1.7794028256268823 -0.96507081519565585 -0.33168558922108343 -0.39807575182544175 -1.0782229229707205 -0.99133445229540296 0.23015243161112275 0.19363898024582879 -1.6250245901676552
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 8 7 -7 -1 -10 16 12 13 -12 -15 -16 20 -18 19 -19 -11 -20 -14 24 -24 -26 -27 -28 -3 -30
right_child=1 28 -4 4 -6 6 -8 -9 9 10 11 -13 22 14 15 -17 17 18 21 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.060499305421549215 0.041722955919498241 0.041437257363840033 0.063761390849086635 0.017675247614255093 -0.073335085842822528 -0.13397564943968024 0.043568986596291437 -0.029988361868783443 -0.068890091461316277 0.089888868387614576 0.10993368741448428 0.11678221063359824 -0.06296138890235338 -0.078193908449755836 0.10698922256444565 -0.034540236630557108 -0.11250587257578244 0.0061935490021322289 -0.12050153232062932 -0.056373559014499447 -0.0058020302650981159 -0.010322563723745661 0.10017995319406625 -0.0598672704894209 -0.056653734471547063 0.1197306322031301 -0.093139799762161052 0.059981883145028614 0.046417396919176901 -0.0046324791533702272
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=38 23 60 56 24 109 22 29 37 28 33 51 33 33 28 27 21 28 749 22 52 31 20 25 28 38 21 22 24 56 1232
internal_value=0 -0.0495259 0.0495067 -0.424055 -0.568931 0.0267454 -0.31729 -0.68724 0.0491874 0.0331485 0.0488591 0.222933 0.125949 0.436501 -0.00277376 0.45067 -0.0163429 -0.0494498 -0.0137693 0.021205 0.435069 -0.68011 -0.0803098 0.0341106 0.170601 -0.0254454 0.282027 -0.132198 -0.00555898 -0.0253053
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1504 1496 156 133 1440 88 59 1352 1314 1286 351 318 127 76 48 935 871 843 801 64 42 191 158 130 105 67 46 1348 1288
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 2 3 3 3 3 4 3 2 3 1 2 0 0 2 2 4 4 0 3 4 3 1 1 3 2
split_gain=1.63396 2.64261 1.72449 3.96112 3.88858 3.36329 2.84377 4.32417 3.82688 5.12921 4.73526 3.58358 3.24838 2.99926 2.89084 2.58726 4.91801 7.74418 3.01879 7.86978 5.2977 9.24086 5.38218 3.80453 3.15104 2.68481 3.16734 7.17126 6.0714 3.15943
threshold=-2.1608199884825319 -0.18419264351719949 0.40654238001626725 -1.6363155503811029 0.44306727327115064 -1.2554878875646114 1.1403196583570721 1.3797373704321698 0.63627771496204277 0.38106061315822687 -0.11199522603105712 0.51288267805676968 0.44949190811809464 0.57015189714798942 0.94664881949357349 1.0017332885246153 0.1140278330093344 -0.29095994984213386 0.50594617967023758 0.6180089974687103 -0.5943939189177202 -0.98686486014334529 0.21792294209959465 -0.72367313630847496 0.24821753345683062 -1.2084937127369262 -1.2256332613205225 -0.75797711053509864 -1.9079754877830351 0.013684352527709311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 -5 -6 8 -8 9 -7 12 -11 -10 -13 -9 18 17 -17 25 24 21 -21 23 -22 -20 26 -2 -28 -29 -27
right_child=2 -3 3 4 5 6 7 14 10 11 -12 13 -14 -15 -16 16 -18 -19 19 20 22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.095693119705737392 0.07878199341169087 -0.0018628793692603786 -0.05177615066762218 0.074903811337316745 0.057296352321543322 0.0092395196611458393 -0.076951028331210286 -0.039585689078135637 0.041597883291896225 -0.09489028499515155 0.085290744049876466 0.04901805893275267 -0.064015809909514415 -0.058573776141551681 0.038694501552102141 -0.015644784092916472 0.003592809175806943 -0.11512723693145595 0.10090402323678134 -0.012086628491152253 -0.057485754636399593 0.15831560150367208 -0.057998770427788865 0.038182717275360732 0.018928839862928419 -0.0018430796299674019 -0.10390707259457284 0.1208094827757029 0.0017436913874199073 -0.024906058288909193
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 30 28 45 35 50 542 42 35 29 34 54 20 20 22 42 100 159 48 53 35 23 21 80 67 30 885 20 22 80 329
internal_value=0 0.37331 -0.00573998 0.0636402 0.0920105 0.0661629 0.0360399 -0.251817 0.0835476 0.0238286 0.442568 -0.464992 -0.0107657 -0.0716164 0.0317329 -0.039861 -0.211748 -0.479165 -0.00903594 0.171942 -0.0231937 0.519574 -0.199893 0.139907 0.706912 -0.0493218 0.202312 0.0587581 0.274605 -0.0808265
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 970 925 890 840 119 721 618 103 76 49 42 77 1982 307 148 1675 309 226 56 170 90 83 1366 152 122 102 1214
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=0 3 1 1 4 4 1 1 3 1 2 2 2 4 2 4 2 4 3 0 0 4 4 2 1 1 4 0 1 3
split_gain=1.34063 2.43022 1.40982 3.28243 4.38655 3.849 2.69344 5.58457 3.62172 4.91738 3.47308 4.55996 4.44788 4.02711 3.87229 7.64389 4.08908 3.90691 4.5642 6.1749 4.53072 4.07196 3.54695 3.47022 3.17681 3.1114 3.6326 3.83753 3.08976 8.7208
threshold=-2.1608199884825319 0.28335006463243539 0.31894947454187766 0.20095387292378653 -0.16390804692230679 -1.7978944117045002 0.049048642234282257 0.058608456847120731 1.0186549335221584 -0.031725842778198114 -1.6363155503811029 -0.9605270907564819 -1.1518918644839495 -0.035376276996743193 -0.82823873370013124 -0.48431771597590828 -0.76394186805729536 -0.80475260815653649 0.72717321560233994 1.0829037433129181 0.38075372744183228 -1.0194566592635463 -0.6353268199996448 0.83516284424623044 -0.42735238838289019 -1.6250245901676552 0.66165456377919818 0.21792294209959465 -0.53385879563513416 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 8 -8 10 25 24 12 13 22 15 -13 -16 21 19 -19 -20 -18 -12 -9 -7 -10 -27 -28 -21 -30
right_child=2 -3 -4 4 -6 6 7 23 9 -11 11 14 -14 -15 16 -17 17 18 20 28 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.075060410254280202 -0.053584195094726041 -0.017765218119264806 0.0053367485659118518 0.011723018474256509 -0.063863488507599334 0.0077064556804518269 0.11706213428634156 0.026356794626029141 0.10201400919846684 -0.075221912196233989 -0.033333954520773486 -0.042339677539633733 -0.090866611987491186 -0.061839333541903241 -0.087836376250856718 0.11233377180603228 0.0018708939898114682 -0.01558579240451149 -0.023460587576292664 0.06126571536887071 -0.13498460622002115 0.068331822611913784 0.080659296866726127 -0.039837365076133127 0.10291535518787616 0.038140630898676864 -0.07306567725701868 0.037127876613927628 -0.072119978382649913 0.091083785649478194
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=27 56 21 1064 51 80 44 23 131 22 20 21 22 51 40 25 31 133 617 42 71 23 53 23 43 21 139 29 23 31 23
internal_value=0 0.339974 -0.00513072 -0.0382577 -0.345548 -0.0152602 0.00184928 0.223651 -0.0271752 0.203818 -0.0695536 -0.0940818 -0.441285 -0.157608 -0.0497959 0.479173 -0.077629 -0.0571914 -0.117689 -0.0729341 -0.63179 0.207863 0.261032 0.101841 0.38338 0.293498 0.211838 -0.24263 0.33513 -0.0261034
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 1888 131 1757 1701 197 1504 233 1271 1206 135 84 1071 53 1018 993 807 742 65 186 44 174 65 213 191 52 125 54
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 1 1 1 2 2 4 4 3 1 2 4 4 3 0 4 4 2 1 3 3 2 0 0 0 1
split_gain=1.3681 5.49435 3.82416 3.47187 3.23407 2.02724 6.01266 5.47888 2.86802 2.83373 2.50438 3.12263 7.30084 3.14434 2.86871 2.48522 2.4393 5.59678 2.58764 2.40169 3.81299 3.56929 3.47419 2.63574 4.41289 2.99226 3.11524 6.79741 6.20131 5.04187
threshold=1.662997765389673 1.5849530200692274 -0.1210586374224812 -0.23423959871651931 2.008973555188589 1.4618470221818429 1.4023982116857308 1.6315871187710282 -0.24168078314813951 0.88707473209959564 1.5881977136779937 1.9701663481460339 0.049430395427559427 -0.30110391196176373 0.6180089974687103 1.4832380925728488 1.2729325327176251 -0.56915263424458484 -0.21875033963248211 1.0998369305784965 1.0571354222138087 0.05169582154250086 -0.1210586374224812 -0.47408763445721719 -0.4923772368339786 0.7752095897591641 0.19900864963299236 0.83633701406882344 -0.070915032868308608 0.59960850603337257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 6 10 8 -7 -9 15 13 -13 -12 -15 16 19 -18 -19 20 23 22 -21 24 25 26 28 -28 29 -1
right_child=2 -3 4 -5 -6 7 -8 9 -10 -11 11 12 -14 14 -16 -17 17 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.011872006989619517 0.0056189785451653974 0.083040624394929541 -0.021412699504854232 -0.08188663065703472 0.053571253013406067 -0.12978257088288006 0.10696153861484317 0.01466726497794135 -0.032228876515544159 -0.067848920630612333 -0.0096758479101239636 -0.075358126264636657 0.082983471050444457 -0.1418600089347922 -0.035348235100109003 0.06051696767658387 0.04900733676316902 -0.008683106924386768 -0.098818249589552806 0.021160213941473494 -0.082256015486300293 -0.013991375253009529 0.1310260468319652 0.0068578034315642331 -0.096692806815644433 -0.029581750270739518 -0.044392755258846617 0.027444668061603318 0.077125614346936711 0.05926808423009329
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=207 29 33 56 51 40 23 22 105 26 20 38 21 27 21 20 29 24 20 37 25 22 33 22 1540 22 160 135 88 54 50
internal_value=0 0.0109669 -0.172371 -0.499514 0.0979998 0.00131375 0.0153652 -0.208841 -0.779232 0.0144144 0.00650207 -0.269487 0.135669 -0.515979 -0.901796 0.0207223 0.0137152 -0.330717 -0.673714 0.0255254 0.0134667 0.369046 0.72572 0.0216093 -0.0795541 -0.0512802 0.0205068 -0.160714 0.150963 0.0204774
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2824 176 80 96 2791 2617 174 49 125 2595 127 48 79 41 2468 2439 81 57 2358 2278 80 47 2256 716 694 534 223 311 257
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=0 0 3 4 4 2 1 3 0 0 0 0 0 3 0 2 3 0 3 2 3 0 3 3 0 3 2 0 1 1
split_gain=1.30164 7.13902 6.2135 2.91762 4.09937 4.19422 4.16601 6.15655 4.48421 12.4334 5.6069 4.67021 4.39812 5.18776 3.71683 5.52252 6.82601 8.19084 5.22508 4.84853 5.07419 4.65958 4.30005 6.14321 5.41751 3.99441 3.71934 3.3578 3.23994 7.51825
threshold=-0.28342671697408001 -0.1958811061848614 -0.31086975539178902 -1.752404876220921 1.0000000180025095e-35 1.6021176161998347 0.58208943816193381 1.301763836026419 0.98261681354132036 1.3135976329047578 0.49925123126713 0.33657320317729805 -0.10023400090133126 0.10647604837566087 0.59097303146744184 -0.019852066627570667 0.23184643194286639 0.37270458328981831 1.1308389729922623 0.19868322374562528 -0.76136276063533259 0.15520932826493097 0.042767662464978408 0.54823099551921273 1.0738656480762214 -0.34158206031872673 -1.1838439101416429 1.6872353699269624 0.099283323347009053 0.027572407255178854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 14 12 8 10 -10 11 -8 13 -6 15 16 21 18 -18 -17 -21 -5 25 24 -24 -16 -23 -25 29 -14
right_child=1 3 -4 4 6 -7 7 -9 9 -11 -12 -13 28 -15 22 19 17 -19 -20 20 -22 26 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0055338771111168392 0.0097500264279410942 -0.041273193112577156 -0.09624216861352082 0.083053894838388598 -0.14107253181497378 -0.050018625000609288 0.045270299717758727 -0.070090405990730645 -0.13026940011856156 0.058904297717182932 0.10019381983667962 -0.055423470987895199 -0.01012643637815519 -0.0020294504171652523 -0.0028435806112394948 0.12756833429803088 -0.10462338341577103 0.067523098707223589 0.015035857494810019 -0.032307780588865583 0.058596027492637814 0.081024836486524837 0.0093668622854599561 0.0097217185719542121 0.11392709803772315 -0.067157014249490707 -0.019413448476879761 -0.078026098976213251 -0.038129265560520285 0.099517997879992243
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=1104 36 68 60 53 24 44 67 30 24 34 51 26 441 20 151 31 49 24 21 32 121 20 38 80 43 53 59 23 146 27
internal_value=0 -0.0318181 -0.567117 -0.00320728 0.0128936 0.114094 -0.082251 0.149731 0.276208 -0.196419 0.466659 0.171671 -0.164089 -0.779829 0.147189 0.281387 0.0720291 -0.341424 -0.687322 0.543945 0.395281 0.367394 0.00570744 0.229788 0.645456 -0.195666 0.0588222 -0.0978773 -0.120055 -0.0381311
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1896 96 1800 1732 842 890 232 202 58 144 93 658 44 798 410 226 94 70 184 153 132 388 184 81 204 79 103 614 468
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 0 0 4 1 1 4 1 0 3 2 1 1 3 3 3 3 1 1 2 2 0 0 0 2
split_gain=1.17271 5.07673 4.13911 3.69531 3.1141 3.98801 4.6738 5.04825 2.60652 3.90641 4.0635 3.66485 2.40215 3.538 4.01131 3.1491 2.8566 4.85412 3.20094 4.82362 4.58257 5.53049 4.69506 5.47268 4.03785 3.90615 3.67305 4.63891 3.52198 4.70402
threshold=0.013684352527709311 0.13327250010230179 0.97953278200862159 -0.029920356845869401 0.042094222987897653 -1.1643385209286676 0.83633701406882344 0.030558460437128062 0.70615831889490299 1.2214387551733035 -1.0601754905104948 1.1476922031512011 -0.92120712975751329 -0.24255936629042138 -0.016995186967302869 -1.2554878875646114 -0.33768136902138191 -0.28465044618111573 0.34989114460917242 0.51288267805676968 -0.47408763445721719 -1.2317754217683639 0.74914466773179145 0.3620707171146062 -0.55474694102815603 -0.63812217996861842 1.5484751649131894 0.81174089483766354 0.29841457776936225 -0.52687848691186046
decision_type=2 2 2 2 2 2 2 2 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 8 -2 -6 7 -7 12 10 11 -10 13 14 -1 -15 -14 -18 20 -20 21 -19 23 25 -24 -22 27 -21 29 -23
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12 -13 16 15 -16 -17 17 18 19 26 22 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.041174498314133424 -0.082620566265561829 4.9786209626460783e-05 -0.1101294377824401 0.055039504301540434 0.073803314741823625 -0.039425693059630521 -0.10859646478305063 0.084285182682635712 0.096962295290397821 0.083479746957093467 -0.0020767106088764985 0.0017694297466733123 0.022668164678137221 0.016875010992453959 0.055776405894343017 -0.061101595667512214 -0.084949394736509101 0.027776829441171894 -0.091687983280994187 -0.0049470928058166375 -0.012073235416569583 -0.046127400297555632 0.029974531887186684 0.11395859005714071 -0.065160398880083154 0.064452511550850286 0.074019201089153941 -0.097453373274277333 -0.076668944886746679 0.065746976463345833
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=31 28 1348 27 56 20 40 21 20 37 34 233 30 203 27 39 95 29 85 32 176 53 45 41 40 32 55 20 25 55 23
internal_value=0 -0.0398234 -0.383303 0.0400232 -0.233607 -0.0687002 -0.266998 0.0181985 0.0204124 0.176844 0.104404 0.544094 -0.0264518 -0.231227 0.129048 -0.438548 0.016426 -0.0436329 -0.0093997 -0.188541 0.096464 -0.117906 0.29796 0.504131 -0.118454 0.268681 -0.0829055 -0.164407 -0.389822 -0.0830763
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1504 156 1496 129 101 81 60 1440 334 300 67 1106 192 70 122 914 711 682 253 429 208 221 148 73 108 221 201 123 68
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 1 0 1 1 1 2 2 4 2 3 0 1 4 2 2 4 4 1 4 1 1 4 0 1
split_gain=1.06104 4.66209 2.99162 2.83837 3.2118 2.65669 1.70433 1.56242 1.55822 4.79466 4.54608 2.29136 2.25328 1.90511 3.02572 4.23223 5.86481 4.49332 2.06119 2.27046 3.06289 2.30692 6.33782 3.65108 5.99189 3.07262 4.96357 5.79488 4.23103 3.39538
threshold=1.662997765389673 1.5849530200692274 -0.1210586374224812 -0.40777118874932178 -0.23423959871651931 2.008973555188589 0.42414323848720747 2.4344354552411893 1.4618470221818429 1.4023982116857308 1.6315871187710282 -0.24168078314813951 0.88707473209959564 1.5881977136779937 0.82286198663439403 -0.061058339116983405 -0.20929083986982497 0.12370005721953935 1.4832380925728488 2.0558934454987132 1.9628428299531391 -0.85985877227733754 -0.98686486014334529 1.2714534466019407 0.42236322851810643 0.97953278200862159 0.22085349204637042 -1.1191223415915972 0.51249491197510533 -0.053136351677192141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 6 -4 -7 9 13 11 -10 -12 18 15 16 -15 -17 19 20 21 22 25 -23 -25 26 29 28 -28 -1
right_child=2 -3 5 -5 -6 7 -8 -9 10 -11 12 -13 -14 14 -16 17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0026162085115919017 0.037455738406654164 0.076860610678072733 0.021141307187626662 -0.10657372000672832 -0.059998715829148612 0.088626332253506773 -0.049986406862516097 0.0087030981484199459 -0.1167358943259024 0.096506629947729905 0.013912969940296345 -0.029481961818301761 -0.059692520001356109 0.026671875923322475 -0.080062300733197839 0.077490636886931752 -0.12272200327700794 -0.041607782117986547 0.055032798368689462 0.050972616557609589 -0.079107056193663358 -0.0035011609607986092 0.066178773479156142 -0.015124987414029756 0.13489984187807055 -0.054420505391989296 0.091814972719763355 -0.055367610153502646 -0.00014797479862217993 -0.06303245972821224
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=217 23 33 24 22 35 20 32 20 23 22 105 26 20 20 30 33 23 21 29 37 20 1854 79 23 21 34 67 20 29 38
internal_value=0 0.00971311 -0.152299 -0.443284 -0.208008 0.0871725 -0.195974 0.485579 0.000835231 0.0131727 -0.18382 -0.703409 0.0204302 0.00531639 -0.235798 -0.0639028 -0.536379 0.311008 0.0177419 0.0113421 0.00371813 0.010266 0.13493 -0.0214352 0.556425 0.0332827 0.0869155 0.432126 0.638017 -0.0714807
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2824 176 80 58 96 56 40 2791 2617 174 49 125 2595 127 97 43 54 2468 2439 2402 2382 484 1898 44 405 371 116 96 255
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=0 1 4 4 2 2 1 4 4 1 4 3 3 3 3 4 4 2 2 3 4 0 3 3 2 1 1 0 0 0
split_gain=0.946537 2.85544 3.48059 2.88221 1.12719 2.28418 3.41469 1.6527 1.93978 1.57927 2.20887 3.02111 3.6468 1.66729 2.40741 2.79794 2.97205 1.39705 3.91681 3.05621 4.92494 3.57174 3.40271 3.39988 3.00628 2.9635 2.35075 1.37301 1.32475 3.08862
threshold=-1.8208805221506783 -0.78010718110073862 0.59615783190849736 -0.57263751485896963 1.3910386612216636 1.1950889467043617 -0.29183790893321621 0.50281807023900749 -0.024200559792921964 -1.1967120787716552 0.97062180853296443 0.70654391574508368 1.0064577941963815 0.41399641262059206 -0.0047853411517601785 0.44657366220706757 -0.58440837737659668 0.7752095897591641 0.74539907357942325 -0.65099815276951734 0.84068069943704404 -0.34086378856580252 0.44325864400628168 0.81465208573265679 0.88707473209959564 0.40654238001626725 -0.22530074596762678 -1.7076396173577264 1.662997765389673 1.7994697522111076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 17 -7 8 -8 -6 11 13 -13 14 15 16 -11 18 27 21 23 -19 -22 24 26 -23 -21 -2 -29 -30
right_child=4 2 -4 -5 9 6 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 19 -20 20 22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.079055638905075817 -0.051223108474557071 -0.027309726503614046 -0.072852503617234873 0.061377158467946925 -0.069779259695617865 -0.023031456266383119 0.071661861796998239 0.10543790960946092 -0.011330245552197884 -0.0010217449739015898 -0.059186948369181272 0.10908208606428074 -0.0035078626561389869 -0.06939683174863813 0.042975003999984697 0.03847050355406368 -0.091615177537910056 -0.12011951111676605 0.084142713417691556 0.02930572409750757 -0.10130394889126548 -0.057573797949081379 0.0021939285745724885 -0.035669443672911673 0.05093321067501988 0.037995203029240157 -0.062586854484380353 0.001976259876797466 -0.06337776057496268 0.0024434570808113273
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=26 21 26 20 36 21 33 27 21 20 29 31 20 29 21 29 21 31 21 24 25 30 37 23 43 91 21 21 2068 43 91
internal_value=0 0.187732 0.00539123 0.243173 -0.00662285 0.00507018 0.305457 0.567004 0.359913 -0.142785 -0.0919628 -0.00581744 0.42372 -0.166572 -0.0672746 -0.248056 -0.473121 -0.00659297 0.0108942 -0.133886 -0.0180128 -0.481823 -0.560966 0.141493 0.296756 -0.219652 -0.125262 0.00234766 0.00723288 -0.188183
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 108 82 62 2892 2660 101 68 47 232 211 180 49 131 110 81 60 2559 2247 312 233 79 53 180 137 58 46 2223 2202 134
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=0 0 2 3 3 3 0 4 0 4 0 0 4 1 1 3 4 4 4 4 1 1 2 1 2 2 1 2 2 2
split_gain=0.90278 3.24261 3.23599 4.3872 2.98752 7.76879 4.0277 3.63987 1.81347 3.2394 3.15894 4.35705 3.66314 3.50282 7.09179 2.88043 3.30167 7.55775 5.46297 3.96126 2.69117 2.57996 4.87431 2.85195 2.54266 2.32171 2.14147 3.49433 2.47305 4.39954
threshold=-1.3464537111632937 -1.2013476434370551 0.38063668380338456 -0.034412540582714861 -1.2605865656876911 -0.68286868175367343 -1.4481909939047561 0.83156016667584265 -0.98925878440344073 0.9494877121245614 -0.71912393870030533 -0.52925942613467203 0.92366514164674207 -0.63673511094243185 0.45273575875347122 -0.97322398754989148 0.046379222306304868 -0.67602874028081639 0.73017932898254867 -1.0508805959974497 -0.09134528203043038 0.30036989442534884 0.44949190811809464 -0.45355518660870875 0.25803500019962783 0.36792339504669386 -1.6250245901676552 0.22416865847109632 -1.5403357262985251 -1.2554878875646114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 -7 9 21 15 12 13 -12 20 -10 17 19 24 -17 -15 22 23 -3 -18 -19 27 -13 -28 -30
right_child=1 8 -4 -5 5 6 -8 -9 10 -11 11 26 -14 14 -16 16 18 25 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.062409928200379231 -0.14004851712173214 -0.0076801382492253604 0.01593230875299571 -0.01663491558555508 0.10855854657611173 0.0034599875404996653 0.070735028529622587 -0.078929367946449253 0.032443897083653535 0.095968353149180646 -0.035897201320207579 0.00027772318690045519 0.10973638315651775 0.036193575311479459 -0.021268068673390862 -0.052805059297506729 -0.0089239422305211185 -0.07761119075556544 -0.063754571802842316 0.067755410696457963 0.11896646918416916 0.048089498836153592 0.059149453583258828 -0.11038159067881322 0.082341481183150822 -0.16490915075426307 -0.031349746386655171 0.078720108503485431 0.044129679125131646 -0.0031287065071407211
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 22 24 25 25 34 141 30 26 31 21 34 68 22 29 47 25 24 31 38 20 36 43 24 20 26 21 116 38 84 1854
internal_value=0 -0.010363 -0.433768 -0.743543 0.116558 0.182527 0.0292997 -0.0944539 0.00104068 0.231683 -0.0109826 0.0107405 0.324216 0.209028 0.381294 -0.244941 -0.340738 -0.597449 -0.0562134 0.00817093 0.815962 0.0943519 -0.150499 -0.544141 0.382093 -1.12261 -0.0136977 0.270376 -0.0279854 -0.0107428
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2748 72 47 252 231 197 167 2676 132 2544 2328 168 146 112 216 185 97 88 45 65 111 68 44 50 52 2160 106 2054 1938
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 0 0 2 0 0 1 1 4 0 1 4 1 4 4 1 4 1 4 4 4 1 4 4 1
split_gain=1.02772 4.01446 3.31727 3.02645 2.70159 3.24704 3.74125 4.0981 2.27241 2.23913 3.49538 3.05965 4.27763 3.6431 3.64143 3.5224 2.80689 2.52543 2.49202 2.2385 3.11464 3.6201 3.48517 3.37423 2.74783 2.24676 7.83599 6.68846 5.64078 4.28526
threshold=0.013684352527709311 0.13327250010230179 0.97953278200862159 -0.029920356845869401 0.042094222987897653 -1.1643385209286676 0.83633701406882344 -0.16048898486997523 0.15856352347606945 1.762343290306037 2.233632120731095 -1.6250245901676552 -1.1967120787716552 -2.0559494634590085 0.42740634087388618 -1.0983949210811434 -0.3581274475466833 -1.9654695934259123 -1.7293845022891365 0.70615831889490299 1.2214387551733035 0.76245506970541477 -1.0601754905104948 0.81094894868529188 1.0188770736846819 -0.052320117735985786 1.0598857836080067 0.046379222306304868 -0.14333416293780116 1.4900970972928145
decision_type=2 2 2 2 2 2 2 2 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 19 -2 -6 7 -7 -3 11 -11 17 14 -14 16 -15 -13 -10 -17 25 21 -21 24 -24 -23 28 27 -27 -1 -28
right_child=1 8 -4 -5 5 6 -8 -9 9 10 -12 12 13 15 -16 18 -18 -19 -20 20 -22 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00011455545596655279 -0.076289000861195166 0.061792604196903016 -0.099208401294629461 0.050174081653105912 0.067321646411741487 -0.044213848967383382 -0.097603714714966372 0.062043986750186547 -0.003084707344977196 -0.073816573507755362 0.022563077401113029 -0.020188409276815731 0.085650892173193313 0.071573086764544006 0.016249580184656647 -0.066036092000147859 -0.11311065253114282 0.089040047478877754 -9.0618246052901719e-05 0.090946851889312563 0.076089588348814463 0.10261166643983965 -0.086561551799437128 9.8462891632238888e-05 0.013881225095978273 -0.09501653695094088 0.11764791264278784 -0.013848699863409567 0.07378606896859477 0.00058532783334119614
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=646 28 24 27 56 20 34 21 26 23 42 25 23 21 28 26 24 34 31 1047 21 34 23 20 197 39 47 26 317 45 25
internal_value=0 -0.0374006 -0.344039 0.0375384 -0.210089 -0.0557708 -0.235682 0.0188029 -0.00145345 -0.0127082 -0.376687 0.00650633 -0.0139714 0.0187235 -0.462123 0.0027418 -0.755811 0.497818 -0.0157614 0.0198138 0.165255 0.101083 0.0402056 -0.0793477 0.466345 -0.0236265 -0.140591 -0.243671 0.0467828 0.600927
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1504 156 1496 129 101 81 60 1348 1324 67 1257 1203 1120 83 1099 57 54 1071 1440 334 300 279 217 62 1106 415 364 691 51
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 4 3 4 0 1 0 2 1 1 3 4 0 3 3 4 1 1 1 1 2 2 3 0 3 3
split_gain=0.888741 2.5673 4.55067 2.58475 2.92455 5.01935 5.30157 2.98697 2.796 4.91511 2.68433 5.38588 11.3468 4.51969 5.15717 4.90599 4.18629 3.12547 6.26989 5.14988 4.58319 4.28307 3.41865 3.05753 2.89946 4.19389 2.81297 2.46949 7.19461 5.32162
threshold=-0.14702208543210635 -0.48144325657905657 -1.3840855442213369 0.70615831889490299 0.40499149863721817 1.0767136502167582 1.3177264758055072 1.8892166137401925 1.4817512984797994 1.0000000180025095e-35 0.25793006678074043 -1.2122861955568911 0.19133609659974871 -0.069083847098977191 0.049430395427559427 -0.18313408332627953 0.040595104627747847 1.0186549335221584 0.23820228949812522 -0.1006052296817828 0.48907312899009719 0.94664881949357349 -0.40777118874932178 -0.20534066475588877 -0.77491279885868181 -1.3214217402497552 -0.66691812400211115 -0.45703962232963513 -0.80250562110993551 -0.74822811252554178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 7 -6 -7 -5 10 -10 16 12 -12 14 26 -15 17 18 20 -19 24 -22 -20 -18 25 -1 -13 28 -4 -29
right_child=-2 2 27 4 5 6 -8 -9 9 -11 11 13 -14 15 -16 -17 23 19 22 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.016527584021838678 -0.0030645139896655817 0.098029442561786417 0.14960779735617932 0.045461688598684741 0.047386025016966378 -0.13740983868494411 0.010507141231276104 -0.03708380867844123 -0.11697765872359629 0.0096441033451899593 0.11350971533221373 -0.037980504705242606 -0.040967519231659456 0.075665115464288946 0.011470229409058855 -0.025691572427343073 -0.11909696517665845 -0.019574218205944162 -0.010505536350668322 0.082010234994782313 0.10017942831782684 -0.00026943186371232718 -0.092860796361707132 -0.023483823118049994 0.027865785105980256 -0.068946132114647105 -0.14326233435549196 -0.054246922213654937 0.010820283907097657 0.016948063687425543
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=38 1692 27 20 128 29 20 20 21 25 25 51 20 31 39 37 38 24 42 33 39 32 38 53 31 40 61 21 54 71 200
internal_value=0 0.0396237 0.181514 -0.0167087 0.17744 -0.167923 -0.634965 0.337763 -0.0746138 -0.535292 -0.0403424 0.131425 0.549455 -0.0883494 -0.429433 0.256522 -0.135152 -0.0591093 -0.155501 0.290968 0.0337357 0.456403 -0.611716 -0.653487 -0.177505 -0.363215 -0.920061 0.119101 0.405817 0.0173689
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1308 372 936 218 69 40 149 718 50 668 237 82 155 78 77 431 376 295 81 209 70 86 55 139 99 41 345 91 254
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=0 1 3 3 2 3 4 3 4 3 0 0 0 0 2 2 2 1 1 0 2 4 0 1 3 3 3 0 3 4
split_gain=0.81136 2.02378 1.00023 2.29855 2.91463 2.68988 1.52255 3.63511 1.31776 6.79919 3.23512 1.56412 10.2487 3.72353 4.23725 3.50606 2.63148 2.03993 4.2209 3.01007 5.15767 4.93158 3.58459 3.43704 3.18851 6.36524 3.60696 3.53183 3.40328 3.14994
threshold=-2.1608199884825319 -0.18419264351719949 -2.4246247741413431 -1.9549470763706565 0.23816124998544497 -1.8332507560975577 1.9701663481460339 0.049430395427559427 1.5881977136779937 -0.66691812400211115 0.61077179710835205 0.81174089483766354 0.83633701406882344 0.72465157481187981 2.0558934454987132 1.8168954224743454 1.9149644227277143 -1.1284857464871612 -0.89948057791533242 0.89585536315357617 -0.061465625145834653 0.22401128164122092 1.762343290306037 -0.1968812089274137 0.64907788940056299 0.02109233882793158 -0.23423959871651931 1.3135976329047578 1.301763836026419 0.57970811742402384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 8 -8 11 -10 -11 13 -13 14 16 17 -7 -14 -19 20 -20 24 23 -23 25 26 27 -21 -26 -25
right_child=2 -3 3 5 -6 6 7 -9 9 10 -12 12 15 -15 -16 -17 -18 18 19 21 -22 22 -24 29 28 -27 -28 -29 -30 -31
leaf_value=0.080343530597181412 -0.042643908226513566 -0.0072979690690431961 0.073095760820427555 -0.056967983289178604 -0.020875836846462669 0.00078831572568203003 -0.029576523264557543 0.081196957697264954 0.080455639286811612 -0.087082924069977974 0.00096311034914206236 -0.14724584289340958 0.03008329668953463 0.051353756469640521 0.076743012685742018 -0.088745450769327106 -0.068827905399533457 -0.081433626213667704 0.12491440270893013 0.061570297635860277 -0.0066705697574302092 -0.11249399700775059 0.036760166915234017 -0.07872585664021671 -0.063152536317185232 0.069598820391698443 -0.074521711386422843 -0.014548860806640328 0.031521129955107446 0.00011871745505579422
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 23 28 38 35 21 1965 21 29 20 45 28 21 76 62 30 20 23 29 20 37 31 29 22 35 44 73 25 75 24 51
internal_value=0 0.26888 -0.00387092 -0.000576865 0.395257 -0.00872096 -0.00185742 0.348642 -0.00815122 -0.246119 -0.533755 1.60224e-05 -0.0901738 0.0264721 0.011389 -0.0403049 -1.11147e-05 -0.0114641 -0.0585331 -0.0122254 0.451109 -0.069395 -0.383615 -0.526321 0.0857594 0.209316 -0.0464473 0.107542 -0.295323 -0.321989
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 2929 59 2870 2835 50 2785 93 73 2692 612 2080 2018 591 1988 571 495 466 51 415 137 115 278 210 137 112 68 86
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=4 1 0 0 4 2 4 1 1 1 4 4 3 2 3 2 4 2 4 0 0 2 4 4 2 3 3 4 0 0
split_gain=0.719586 3.88702 3.02966 1.55533 1.24412 5.02724 7.20699 6.75028 3.25738 6.7247 10.202 6.11954 3.09965 2.9781 5.52581 4.1252 1.97424 2.39411 2.46026 3.46402 1.58419 1.57041 2.79426 5.5323 2.49832 3.82027 5.18168 4.26952 2.32014 7.03723
threshold=-1.752404876220921 0.63640871362666085 -0.41429082149385721 0.64740047471691187 -0.87419524854250918 -1.1838439101416429 -0.93315413181499585 -0.27724127111756897 0.85206804150952331 0.33018665286960841 -1.2538365177644495 -1.3272407677257554 0.37135814417606888 -0.56444866422510265 0.071453100731127955 -0.10169141730268892 -1.4820381397966225 1.1444868087067428 -1.2755083445174062 -0.078469408720022185 0.0067037010826902221 -0.65298986743491672 -0.67602874028081639 -0.58440837737659668 -0.51987681816204379 0.32032202546002725 -0.37788504332452416 0.17024807036627518 -0.27356947776281232 -0.14519936618847087
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -2 9 13 -11 -10 -13 14 -7 20 -17 18 -18 -20 -15 22 -6 -24 25 26 -23 -27 -25 -30
right_child=4 -3 3 -5 21 6 -8 -9 11 10 -12 12 -14 15 -16 16 17 -19 19 -21 -22 24 23 28 -26 27 -28 -29 29 -31
leaf_value=0.0147518775958263 0.038568142105950352 0.038985923412050066 -0.10228048067382367 -0.034023966094209643 -0.041660621179762374 -0.10240258501391133 0.10008046241014015 -0.10648839087690716 -0.098512507403726773 0.16142692218336949 0.0049772891254892503 0.065950474921513763 -0.040420819613963828 0.03100407945597615 0.036969315617318525 0.041178467790875611 -0.056121402314590819 -0.075391112129500518 0.091013757995673128 -0.012681292777881339 0.11190690435613726 -0.050791458108592286 0.11623617511951322 0.025098254588431242 -0.0022208224759244608 -0.14621361490028287 0.065511657835254714 -0.026747788253263079 -0.099315333870487729 0.0062754538352319672
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=28 22 37 27 28 43 27 41 32 30 31 39 25 20 20 20 33 24 23 20 41 20 36 20 200 1690 20 28 31 28 316
internal_value=0 -0.153628 -0.398786 -0.674633 0.00666848 0.102622 0.179468 -0.475051 0.0916777 0.18816 0.739537 -0.282208 0.187819 0.0182411 -0.430814 0.139112 -0.0268264 -0.160988 -0.00382274 0.213521 0.714154 -0.0118704 0.0771542 0.115369 -0.0419658 -0.330624 -0.000229951 -0.74266 0.0769259 -0.0236144
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 120 83 55 2880 468 414 54 373 298 70 75 45 228 47 181 141 108 85 61 40 2412 607 564 1805 115 64 51 544 344
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 0 4 4 3 4 3 0 0 0 0 2 2 2 4 1 1 0 0 0 2 4 0 1 3 3
split_gain=0.664314 1.98953 0.839869 1.97747 4.34524 2.93515 1.3961 1.22582 2.99085 1.08594 5.51739 2.69638 1.29009 8.21005 3.05226 3.54613 2.88636 2.23494 1.79772 1.65264 3.39269 2.89555 3.55817 2.40824 4.26456 3.93709 2.91109 2.84305 2.6665 4.91319
threshold=-2.1608199884825319 0.28335006463243539 -2.4246247741413431 -1.9079754877830351 -1.8332507560975577 0.65538264937508772 -0.18313408332627953 1.9701663481460339 0.049430395427559427 1.5881977136779937 -0.66691812400211115 0.61077179710835205 0.81174089483766354 0.83633701406882344 0.72465157481187981 2.0558934454987132 1.8168954224743454 1.9149644227277143 -0.3581274475466833 -1.1284857464871612 -0.89948057791533242 1.7108131486520113 1.1267246214515902 0.89585536315357617 0.05169582154250086 0.22401128164122092 1.762343290306037 -0.1968812089274137 0.66315261176057105 0.02109233882793158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 -4 9 -9 12 -11 -12 14 -14 15 17 19 -6 -16 21 -21 22 -15 24 -22 28 27 -27 29 -25
right_child=2 -3 3 4 7 -7 -8 8 -10 10 11 -13 13 16 18 -17 -18 -19 -20 20 23 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.062997050656917547 -0.039115807166991229 -0.022738432754358818 0.035495864058876329 -0.089095266803408971 0.00073248901174612481 0.094595165785588561 -0.034000522714691027 -0.027061283071009232 0.073553068924906637 0.07236662070128945 -0.079414190152388112 0.0011264798596117276 -0.1321795544325722 -0.017205636636814747 0.007210199394276114 0.070494514610755996 -0.08127485063499941 -0.063869706120328662 0.076663053711385723 -0.073362552961942537 0.1052557601680755 -0.039613662788775532 0.090213624003257942 -0.0039704235885444942 -0.012652008573089136 -0.10196664167232937 0.03328149409192898 -0.028748828027649494 -0.02806131706390283 0.060910264620179559
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=27 23 21 28 23 1965 22 21 21 29 20 45 28 21 20 27 30 20 23 35 29 23 20 36 137 28 29 22 86 66 75
internal_value=0 0.244851 -0.00345016 -0.000426904 -0.00872468 0.334762 0.0551575 -0.00162572 0.313429 -0.0072788 -0.223894 -0.484099 0.000135735 -0.0820146 0.0241569 0.0104945 -0.0372434 8.7447e-05 0.465805 -0.0111717 -0.0536546 0.270491 0.510451 -0.0120799 0.403851 -0.063275 -0.344246 -0.473156 0.0758723 0.186936
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 2929 2858 71 49 2835 50 2785 93 73 2692 612 2080 2018 591 1988 62 571 495 76 56 466 51 415 137 115 278 212
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=2 2 1 4 4 4 3 4 0 4 2 3 3 2 3 2 2 0 3 2 3 3 0 2 3 0 2 4 3 2
split_gain=0.603489 2.49856 2.99024 1.98095 4.44025 4.27877 4.15258 3.56276 3.45025 3.41398 2.43822 4.4913 4.48024 4.06036 2.1266 3.41806 3.29019 2.12674 4.27125 4.55398 4.51087 3.66357 4.66059 3.23025 2.87318 2.64333 2.56136 2.31276 2.04216 1.92585
threshold=-0.21540981290285746 -0.26123992755758824 -0.13269382574611885 -0.67602874028081639 -0.84541958391747862 -0.98686486014334529 0.042767662464978408 -1.0659726487365127 0.047780461011547738 -0.58440837737659668 -0.62471445883995458 0.69484865391234796 0.16979741463060871 -1.1518918644839495 1.6079227682863277 -0.80819001734691154 -0.29620153137235583 -0.21875033963248211 0.23820228949812522 -0.51987681816204379 -0.37788504332452416 0.52184560036067829 -0.84849897837498867 -0.85409044624650488 1.280404352089086 -1.0434268454661233 -0.86928425193594172 0.62871540391625091 -1.0000000180025095e-35 -1.2418200806013437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 10 -6 -5 11 12 13 -1 16 -16 17 18 19 20 23 -20 26 27 29 -22 -23 -11 -12 -19
right_child=-2 2 -4 9 8 6 -8 -9 -10 14 28 -13 -14 -15 15 -17 -18 24 21 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.039507593804611572 -0.0023791748898288811 0.10744580467866818 0.011661622730967828 0.071608428624541642 -0.10226434229018258 -0.0063461417739800801 0.11747863431296823 -0.084367358722732072 -0.0055374653540009805 -0.021643219855489497 -0.0030409510062432386 -0.078939735959847032 0.090435083281164841 -0.06633114436745953 0.012517383036569379 -0.08431959395757764 0.074514692215397915 0.014116886869391146 -0.074086131908924699 0.10305100430452679 0.006184651918878536 0.017200950614437362 0.063112531161472696 -0.074640220024678128 0.065387049143730822 0.095796877491149346 -0.077002974016788961 0.062972832832786305 0.077638876414318644 -0.016231917304345037
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=26 1776 20 40 32 35 22 23 25 26 30 28 35 20 34 32 28 28 118 29 36 21 22 37 23 23 38 25 25 24 319
internal_value=0 0.0348111 0.437946 0.0140199 -0.127974 -0.00202314 0.564503 -0.132521 -0.611153 0.0632334 -0.0260196 -0.189233 0.0754386 -0.200023 0.0383927 -0.328761 0.0669537 0.0411705 0.178911 0.381749 0.212789 -0.125106 0.0895394 -0.11088 -0.0440075 0.63561 -0.329137 0.161372 0.339118 -0.0807645
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1224 60 1164 298 237 45 192 61 866 167 115 80 60 834 60 774 746 286 173 137 113 84 78 460 59 47 55 52 437
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=0 3 3 0 4 2 0 3 3 4 2 0 0 0 0 0 2 3 4 4 4 4 2 0 0 2 1 1 2 1
split_gain=0.712039 2.62883 5.99054 3.52938 2.90275 2.50172 2.40801 2.71706 2.24514 3.83453 3.40563 1.35925 2.56803 3.41528 2.65086 3.12555 2.9355 2.64546 2.47482 5.85202 4.50881 3.20698 2.3045 2.08423 1.94413 1.31514 3.95716 3.87613 2.18217 6.08033
threshold=-1.3464537111632937 -1.2605865656876911 -0.68286868175367343 -1.4481909939047561 0.26423996110932518 -0.1207026403085761 -1.2013476434370551 -0.034412540582714861 0.72717321560233994 -0.34051114819901557 -0.029920356845869401 -1.0874720626870227 -1.0434268454661233 -0.98925878440344073 -0.71912393870030533 -0.63398685813059552 -0.061465625145834653 -0.97322398754989148 0.046379222306304868 -0.67602874028081639 0.73017932898254867 -1.0772629487369982 0.25803500019962783 -0.83896621669761584 -1.1478360481544048 -1.5403357262985251 -0.061947491361521313 -0.71578066748641078 -1.2554878875646114 0.14964933630842484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 7 -2 9 10 -4 24 -13 -14 17 16 -16 -15 19 21 22 -19 -20 -21 -8 26 27 -17 29 -27
right_child=6 2 3 -5 5 -7 11 -9 -10 -11 -12 12 13 14 15 25 -18 18 20 23 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.059378234955361424 -0.079647990502441812 0.097645986828660991 -0.058974400161815294 0.066970592415834015 -0.0028707234847946037 -0.085200191249244731 -0.0055549100558164909 -0.00063313024535140269 -0.034038105712060472 0.092871451469005675 0.049849576552543656 -0.066382883209638477 0.062007386822378108 0.032308997864385583 0.097190603562129177 -0.027984989024287678 0.0064881866620594896 -0.053316365998651166 -0.012175227173134587 -0.065782177122324537 -0.060133247299977578 0.055104164190912734 0.075220876093785166 -0.14805714572920711 0.061240135548127884 -0.012574904006281626 -0.052134125459631857 0.074105989856409621 -0.00029050460951608991 0.094962388513299023
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 34 34 23 30 31 30 36 38 31 27 25 24 36 31 27 34 33 23 24 30 38 22 26 22 36 52 71 28 2045 38
internal_value=0 0.104305 0.16671 0.0331517 -0.083455 -0.43611 -0.00914506 -0.375351 0.121364 0.312626 -0.0336092 0.000745524 -0.00687696 -0.000671358 -0.00948821 0.0105107 0.469772 -0.224917 -0.317279 -0.540277 -0.0691581 -0.00406303 0.331025 -1.00357 0.276209 -0.00157702 -0.196873 0.179054 0.0106984 0.321494
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 252 231 197 167 61 2748 72 106 75 48 2676 2604 2580 2544 2328 60 216 185 97 88 45 50 52 72 2268 133 62 2135 90
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 1 0 0 0 1 4 4 3 0 1 0 1 0 0 0 0 2 4 3 4 1 4 2 3
split_gain=0.644874 1.67597 0.692831 2.49412 2.33834 4.1727 1.87399 6.45783 5.76506 5.73869 3.81964 2.73715 2.31885 1.98801 1.84318 7.41349 5.44646 4.24289 3.66076 3.19265 3.15455 10.1228 3.84982 4.14668 3.20789 2.97362 4.07845 3.55487 4.8349 4.16467
threshold=-2.1608199884825319 -0.18419264351719949 0.40654238001626725 0.44306727327115064 0.37728747008229313 0.3620707171146062 0.1790122468679459 -0.3773341268176964 -0.01000886155329383 0.48396730779258196 0.14964933630842484 -1.7978944117045002 -0.43176527626502847 -2.0939127516136344 1.3845360933787685 0.86636195606311384 1.0433326786375299 0.835458689098031 1.762343290306037 0.86232690998216344 0.14429475329772859 -0.14519936618847087 -1.0628950153443701 -0.14333416293780116 0.52184560036067829 0.10036548739098679 0.66989630460877503 -1.7293845022891365 0.7870243030137225 -0.4322093494803389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 10 12 -9 -10 11 -2 -8 -13 16 -16 19 -18 -17 20 21 25 -22 24 -24 27 -27 -5 29 -29
right_child=2 -3 3 14 -6 -7 7 8 9 -11 -12 13 -14 -15 15 18 17 -19 -20 -21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.074267342807832093 -0.046622869637892167 -0.0067414589634197403 0.056631261708029068 0.056363965273687679 -0.053904948719772777 0.086364062067835812 0.09305884360719871 -0.12730185840398461 0.04328061355103377 -0.056837311247211753 0.064839299011971441 -0.054314789270251601 0.0060844950952605404 0.00055928139247532537 -0.048427636031765232 0.13175421175564647 -0.007189627541702325 -0.1118019681781868 0.024640168636613821 0.058516995865201427 -0.072896070191008577 0.06809172172709925 -0.066239342762246661 0.019018889028412259 0.015183822549632246 -0.040382444679770514 0.031741019481009165 0.0039166276742211631 0.032788001443227847 -0.06840697230512309
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 55 28 36 22 36 22 20 28 35 72 36 28 36 1614 31 26 33 31 27 42 43 100 59 116 30 42 139 48 41 104
internal_value=0 0.242735 -0.00336618 0.0410381 -0.0252354 -0.0157152 -0.0258257 -0.216764 -0.455641 -0.240904 -0.00467326 -0.0186749 0.367431 -0.00372013 0.0208698 0.309104 -0.00733502 -0.576907 0.771493 0.0389681 0.00836352 0.102003 -0.177907 -0.0624362 -0.390587 -0.043284 0.148999 -0.204025 -0.292394 -0.458265
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 970 1982 1946 1924 191 135 107 1733 1697 56 1642 934 84 850 64 53 786 744 496 248 205 89 396 181 215 193 152
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 1 3 3 1 2 4 4 4 4 3 3 4 3 2 3 3 1 1 2 4 3 4 1 3 3
split_gain=0.575278 6.61875 2.07174 3.0377 3.13274 4.75649 2.8979 3.42479 3.16282 3.45039 3.00167 2.74391 3.61538 2.87525 5.20659 4.51459 2.74126 2.65059 3.1199 3.02178 2.58494 2.38495 2.62896 2.23049 2.04096 1.90134 1.8486 1.81117 2.5484 1.77956
threshold=0.6180089974687103 0.58437640656063106 -1.7293845022891365 -0.80475260815653649 0.835458689098031 0.27902141198864799 -0.72367313630847496 -0.94534241053684542 0.92115400431943184 0.92687116503433298 -0.65763166816361274 0.81094894868529188 0.61271036518050248 0.17024807036627518 1.0064577941963815 -0.15787558118085637 -0.96320589153901037 -0.34158206031872673 1.3910386612216636 0.54823099551921273 -1.1578390290672744 0.81691196093330809 -0.095744963206460268 0.97255331645231069 -1.3272407677257554 0.22153873030948359 -0.26419661613490814 -0.29183790893321621 0.41399641262059206 0.20203281182863311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 16 7 8 9 -5 -8 12 13 14 15 26 24 -13 19 -19 -11 22 25 -16 -4 -15 -12 -17 -29 -26
right_child=2 -3 3 6 -6 -7 10 -9 -10 20 11 17 -14 21 23 27 -18 18 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.00033252592807811367 -0.051658845655022934 0.089955268328378163 0.048173060068270934 -0.085879371021192627 -0.027328916619826279 0.10848457487648305 -0.076245363933119925 -0.0834149792836065 0.059122107996130616 -0.040906029785789694 -0.061548612270350349 0.045937329390250331 0.069951947746852997 -0.050281697863928457 -0.089938239795852859 0.02815395341702966 0.085542958391432583 -0.051574696607454479 -0.093874762590902397 0.028891843543285268 0.044509911442625789 0.041046717227876756 -0.076507675311535628 0.0042203130389747347 0.0075013107742252757 0.02979462353709348 0.019828794780899668 0.12294913101410676 0.038619116962693573 -0.075627347493534711
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2132 38 36 21 31 37 32 21 42 20 33 20 20 40 22 21 39 20 43 29 36 28 20 38 20 24 28 29 33 27 20
internal_value=0 0.0176081 -0.0456706 -0.0234218 0.237482 0.407407 -0.0850856 -0.331427 -0.144161 -0.306428 -0.00805719 0.0261433 0.122163 0.0448578 0.197329 0.37862 0.148168 -0.230621 -0.357436 -0.147696 -0.018752 -0.219115 -0.363948 -0.436898 -0.0496988 -0.0557279 -0.133626 0.628882 0.849288 -0.300612
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2168 832 794 154 117 640 154 112 92 486 465 337 297 189 148 85 128 108 79 61 108 88 41 65 50 49 99 60 44
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=2 3 3 2 1 1 1 1 3 3 0 0 2 3 4 3 0 0 3 2 2 1 4 4 4 2 2 3 4 0
split_gain=0.538901 1.89986 2.47603 1.51599 0.679543 2.48646 2.07205 3.95495 4.23582 3.12123 2.5414 4.91297 3.52358 3.13532 4.01521 4.42242 3.6477 5.38758 6.24389 5.68455 3.66418 4.7518 3.10713 2.7573 2.61188 2.55005 2.30518 5.53262 4.99378 2.80339
threshold=-1.9405456385130064 0.40499149863721817 -0.24709942724455444 -1.7745707838443123 0.40654238001626725 0.44306727327115064 0.47045343020633418 0.54699774144006086 -0.28593334852844354 0.50033869872590342 1.3845360933787685 1.0433326786375299 0.18677055390340563 1.1403196583570721 -0.30236081073279941 0.52184560036067829 0.46308822743503331 0.33657320317729805 -0.24709942724455444 0.067815910695458906 -0.090583850929448276 1.037436829607908 0.53714600152122327 -0.071172614042374557 0.47041361564176676 -0.14702208543210635 -0.38750649606841786 0.02109233882793158 -0.72144155443448266 0.45018452669894032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 8 -8 -10 11 13 -12 14 26 16 17 18 19 -16 -20 -22 -21 -13 -15 -18 27 -9 29 -28
right_child=3 -3 -4 4 5 6 7 10 9 -11 12 23 -14 24 15 -17 25 -19 20 22 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0030636584212066875 -0.041696196571200141 -0.026326590920126 0.091688826339490576 -0.0020748135932523808 0.058041817403548517 -0.045828014174343248 -0.019988492591021298 0.062187304993336794 0.14031531873578001 0.035277975085766931 0.081331127637209247 -0.010859786907549322 -0.0074765277216145842 -0.0080859794476422098 0.087625027219964347 0.067777220353620229 0.010093877142010526 -0.10426739030643206 -0.081087406104221327 -0.055697736196630633 0.067296097620211312 -0.060396301536792367 0.049286255694824505 -0.10363021154774721 -0.077865535062265234 0.091261643847282817 0.014965883304433499 -0.045698719342326638 -0.074947362430233602 -0.067312969833900824
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 36 26 22 1939 35 35 23 46 23 24 37 24 38 64 54 69 31 20 37 26 24 24 21 30 34 33 89 34 57 21
internal_value=0 0.174338 0.424393 -0.00399727 0.0012127 0.0456823 0.0254681 0.0447927 0.507897 0.860506 0.00472432 -0.0313136 0.364219 0.0151906 0.071629 0.215838 0.0986151 -0.0336402 0.0739299 0.418209 -0.330405 0.0393003 -0.0940686 -0.623856 -0.320847 0.52202 -0.125079 0.158361 -0.260912 -0.00838497
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 72 46 2928 2892 953 918 883 70 47 813 738 75 684 586 339 270 206 186 101 85 48 47 54 98 64 247 80 167 110
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=4 3 3 4 4 4 4 1 1 0 0 3 0 4 2 0 0 2 0 2 1 2 2 4 4 0 2 3 2 0
split_gain=0.554229 4.03797 5.51869 2.89798 3.40336 4.29435 2.8202 2.70985 4.33253 4.45576 2.94451 2.64607 3.29367 2.95452 9.43399 2.21245 2.20898 2.75491 2.17467 2.90593 2.17278 2.03189 6.26203 2.7503 6.08738 5.17515 3.83571 3.50958 3.46754 5.01251
threshold=-0.052320117735985786 -1.2317754217683639 -1.090630635027354 -0.7505051864552853 -0.49707754483821881 -0.25127384511720979 -0.088119906304806719 1.0598857836080067 1.4618470221818429 -0.32962156417914373 0.168193463043769 -1.5165963258759956 0.91760225002223772 0.037253211522245373 0.30149018061880878 0.63341532531235989 0.36225747918707718 -0.019852066627570667 0.20945589343415191 0.035034276353102779 0.97953278200862159 0.63901194882807244 0.56756395366637591 0.23663942794663045 0.29790206964440957 -0.11634189531199991 0.088578527022774675 1.8253877065241637 -0.18318198033875011 -0.15503896460430247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 15 -5 -6 -4 11 9 -9 -11 12 18 14 -13 -1 17 -10 19 -2 21 22 23 26 25 -25 28 -26 29 -15
right_child=7 2 6 4 5 -7 -8 8 16 10 -12 13 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.017544229931532884 0.02086877264617502 -0.071321079090414227 -0.00020031838579038938 0.11020752640343952 -0.019965997968886068 0.096356814392137918 0.054251829320015182 0.10835544518149803 0.06213963345355359 -0.043633600036582579 0.049342844972853378 -0.099916108672860438 0.030253935512122132 0.10473236931187797 0.043451355868551735 0.059645455259935878 -0.052929546477014457 -0.028712014575051473 -0.10942949734484696 -0.087017305103182063 -0.061590689549925637 -0.013549492798374486 0.11816349476297652 -0.14363882578264917 0.0060493310937991054 -0.0093690271959294951 0.099633376151155334 -0.074262815221813952 -0.059997697714906241 -0.0056296582026123705
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=56 21 45 1230 33 33 22 41 37 26 22 42 46 21 26 32 21 35 30 25 21 24 320 20 22 606 25 26 23 21 48
internal_value=0 0.0284957 -0.00930071 0.329866 0.583239 0.271881 0.015589 -0.0269685 0.20234 0.499406 0.175206 -0.0592264 -0.401304 -0.0351414 -0.41651 0.040341 -0.120468 0.129082 -0.622819 -0.335763 -0.0093211 0.00342549 0.0565673 0.0286088 -0.0219594 -0.72271 0.308598 0.0308378 0.120912 0.326954
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1481 1316 165 88 55 1271 1519 192 101 64 1327 88 1239 78 77 91 56 67 42 1161 1137 817 797 676 47 121 629 95 74
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=3 1 3 0 0 3 3 3 4 2 3 1 3 3 2 1 1 3 0 3 0 4 1 4 3 3 4 4 4 2
split_gain=0.555771 4.91016 4.16602 1.28711 1.65014 1.06324 4.48755 3.13239 2.39759 1.64596 1.4642 4.20571 3.63767 2.83658 2.77357 1.82889 5.04184 3.7176 3.55156 5.00709 4.09284 4.47245 3.21621 5.28245 3.0294 4.05691 3.77025 2.91091 2.87646 2.36909
threshold=-1.9079754877830351 -0.74849089624811416 -1.8332507560975577 0.65538264937508772 -0.25353690436556925 -1.6291490034142193 -1.5491514142868399 -1.4180022210331116 -0.40461879144259821 -0.49098967745304606 -1.090630635027354 -0.63673511094243185 -1.2317754217683639 -1.0402642712151489 0.10329454726279876 -1.1967120787716552 -1.6250245901676552 -0.54736057085762913 -1.0874720626870227 -0.06999963274529758 0.98261681354132036 0.27293424824304729 -1.0983949210811434 0.37751802485241009 -0.36045320252290891 0.33262531049808153 0.10036548739098679 2.0562299028676763 1.8257706941443317 -0.67605460272062246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 8 -7 9 -4 -8 11 -9 14 -12 -13 16 24 -18 -19 -20 21 -21 23 -17 -15 26 -26 28 -24 -27
right_child=2 3 5 -5 -6 6 7 10 -10 -11 13 12 -14 15 -16 22 17 18 19 20 -22 -23 27 -25 25 29 -28 -29 -30 -31
leaf_value=-0.066289735192494995 -0.08560883345040475 0.062982881982384456 0.082240118484952232 0.081297217388408491 -0.012236413173807094 -0.087794093131246573 0.095676946326266277 0.043117482067192923 -0.0097805978181688454 0.019081408395331512 0.057978837597959756 0.041362584190810181 -0.06763399210967902 0.076192766702928627 -0.045193744676910411 0.0050629571028345593 -0.10456448563022898 0.054364320338467068 0.028985758455687904 -0.044328812106011806 0.0097656895198567351 -0.15227875555654868 0.00056312152377841179 0.12717092062213664 0.017625936508298676 -0.016228449162151496 -0.10831357127133268 0.06382813733355476 -0.066822506885179336 0.074015574115120331
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 24 23 21 23 26 24 21 36 27 27 36 33 70 29 29 44 30 21 34 39 24 27 2136 22 20 20 21 30 27 32
internal_value=0 0.153773 -0.00472367 0.416911 0.228854 0.00229787 -0.00280654 0.00473782 0.303654 0.524152 -0.00421126 -0.189077 -0.357578 0.00774454 0.00304957 -0.000224713 -0.152282 -0.373242 -0.240796 -0.370619 -0.623973 -0.886226 0.0193746 0.463501 0.17337 -0.00835354 -0.495495 0.00605313 -0.00267061 0.376455
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 96 2904 72 49 2880 2832 2808 48 48 2760 168 132 2592 62 2556 297 175 145 124 90 66 2259 66 122 93 41 2193 2163 52
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 2 3 1 0 1 3 4 4 3 4 1 2 1 4 3 4 4 4 4 0 3 0 4 3 0
split_gain=0.587538 0.902205 2.41956 3.09131 1.75631 2.94829 2.34678 1.65213 1.18008 1.03461 0.979621 3.57243 5.40162 5.05526 3.72876 2.2997 5.03778 2.83619 4.11286 2.69718 2.26634 2.22411 2.8954 2.15013 3.45383 2.85843 2.26248 1.97774 2.96433 3.23297
threshold=-2.4332935862307403 -1.6250245901676552 -1.4788037750637317 0.14356942116175228 -0.64783240347362137 0.17588442117645303 0.14356942116175228 -1.4236899649128232 2.233632120731095 -1.3625210548185944 -1.090630635027354 0.02880037560919179 0.25783699915560782 -1.2317754217683639 -0.76506850717355468 -1.1967120787716552 -0.76394186805729536 -1.0983949210811434 0.37751802485241009 0.23820228949812522 2.0562299028676763 -0.49707754483821881 -0.25127384511720979 0.52841174935127133 0.19900864963299236 -1.5165963258759956 0.83633701406882344 1.4243182351105512 -0.25658994226186033 0.61077179710835205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 -4 9 -9 11 13 -13 14 -11 16 -12 18 -17 -18 27 -16 -23 -14 25 -25 -26 -19 -29 -30
right_child=1 2 7 -5 5 -7 -8 8 -10 10 15 12 23 -15 21 17 19 20 -20 -21 -22 22 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.032231595874946083 -0.032315677196964772 0.002355254307350679 0.054583055318069319 -0.091791865701241204 -0.03989575832808373 0.079152688683130967 0.041727275672686165 -0.044776513199235507 0.036139631453122191 -0.0093148323258434532 0.051642371232303447 -0.10786359249355407 0.032868801242159726 -0.055094647538541743 0.09984749699267656 0.0085857457976554682 -0.091280222842183498 0.002110541867337739 0.11652839946408765 -0.0052947104340901772 0.057381526802696696 -0.01736881159646092 0.077542494741145163 -0.037098643043316296 -0.10311133762189678 0.058332490412605964 -0.021216844743836911 0.034359034084687622 -0.066728454413562135 0.014177812057464087
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 24 32 24 28 28 37 31 22 37 68 23 32 31 41 30 45 42 2037 22 24 30 27 27 27 28 26 28 28 67 30
internal_value=0 0.00281908 -0.00432837 -0.415579 0.179845 0.306024 0.0315251 0.00425587 -0.000288047 -0.00518869 -0.00162986 -0.100362 -0.31447 0.0912743 0.262601 0.0135965 -0.309645 0.0261981 0.441173 -0.597527 0.0136202 0.551593 0.302896 -0.142577 -0.278483 0.0989938 -0.629634 0.00594935 -0.244864 -0.414778
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 2856 60 120 96 59 2796 2772 2735 2713 365 172 193 152 2348 89 2259 67 66 2192 84 54 140 109 53 56 2162 125 97
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=0 0 3 0 3 4 4 0 1 1 1 0 2 4 4 3 4 3 3 4 3 4 4 3 3 3 4 1 1 2
split_gain=0.600381 3.51003 1.93713 3.94728 2.8182 2.40264 4.78165 1.26839 1.2051 4.33549 3.34101 1.89726 1.63741 1.24926 5.12391 4.69733 3.70391 2.52961 4.19389 3.82033 2.68015 2.79837 4.63433 3.81019 3.54461 5.15919 4.29775 2.98141 4.41742 2.92509
threshold=1.662997765389673 1.5849530200692274 0.54823099551921273 2.233632120731095 1.0622629735222386 -0.11199522603105712 -0.70000859813440131 1.7994697522111076 1.4618470221818429 1.6315871187710282 1.4023982116857308 -0.34086378856580252 0.88707473209959564 -0.49707754483821881 -0.39304168164666287 1.4988000988174932 -0.93315413181499585 1.2430708362080811 0.79914822486294679 -1.3272407677257554 -1.3659847851759952 -0.85985877227733754 -0.98686486014334529 -1.090630635027354 -0.025358074000831302 -0.1955576166419212 -0.67602874028081639 0.22085349204637042 0.56585136969663918 -0.019852066627570667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -4 6 -2 -7 10 11 13 -10 -11 15 -15 17 -17 18 20 -20 -1 22 23 -22 25 -23 29 -25 -29 -26
right_child=2 -3 4 -5 -6 7 -8 -9 9 12 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 24 -24 27 26 -27 -28 28 -30 -31
leaf_value=0.035097731408347196 -0.056987761363153623 0.067858554456309089 -0.089808562087836288 0.062811461297502563 0.0054557465708175053 -0.089338526237480606 0.079115777643468568 -0.020667535052811728 -0.11144716566134177 0.014073354888961784 0.082909709735374204 -0.03103884934287171 -0.049286118923701994 -0.049169550348173406 -3.9658368995914267e-05 0.022763434644697416 0.13375567001588901 -0.054262035258175779 -0.021575352664951988 0.078178435833377163 -0.080063917059787298 -0.018853500147240795 0.061418733849341017 -0.012422722947643674 -0.14560904801528382 0.092764049518233138 -0.0084320060846651192 0.090867753040408505 1.5895931947540633e-05 -0.047173127668822736
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=81 21 33 29 33 25 21 23 24 22 105 22 27 20 93 1682 32 21 31 23 56 25 99 56 178 23 21 49 35 63 27
internal_value=0 0.00742382 -0.116495 0.024989 -0.446424 -0.200351 0.143899 -0.530439 -0.000313338 -0.164759 0.0106533 -0.67738 0.037684 0.00413704 -0.0262411 0.070305 0.659728 0.0295524 0.0537232 0.498792 2.93845e-05 -0.0487367 0.0634652 -0.0355936 -0.230127 0.00718981 -0.514371 0.0335787 0.319709 -0.932346
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2824 176 122 54 89 44 45 2791 174 2617 49 125 2595 1775 820 53 767 736 79 657 576 357 301 219 120 99 276 98 50
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=0 1 3 3 4 3 3 2 2 3 4 3 1 3 0 0 0 0 3 1 3 3 1 0 1 4 3 4 4 4
split_gain=0.502515 1.53118 0.738762 1.60471 1.48903 0.74954 2.78415 2.56465 4.04851 2.07091 0.683637 0.836982 3.76548 2.45135 1.6331 1.37822 1.09927 6.43745 2.55629 6.24203 3.38468 5.75655 3.14958 6.25655 3.12988 2.93863 2.76008 2.73214 4.40928 2.32018
threshold=-2.1608199884825319 -0.18419264351719949 2.1451642539784346 1.9657563743856741 0.3493001345585009 1.6919170352412829 1.6079227682863277 -0.6688303597967874 0.53504120711931902 1.5515019821301628 2.1375151656965117 -1.9079754877830351 -0.74849089624811416 -1.8332507560975577 0.65538264937508772 -0.25353690436556925 0.81174089483766354 0.83633701406882344 0.54823099551921273 -0.73229493337598639 -0.10026059310996908 -0.23423959871651931 -0.069083847098977191 1.0126600717361691 -1.0983949210811434 -0.33209749561731716 -0.37788504332452416 0.51174280095162927 -0.56680637381496801 0.6730167910470316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 9 -7 -9 10 11 12 -2 -13 15 -14 -15 -18 20 -20 21 24 23 -22 -19 -25 -26 28 -24 -27
right_child=2 -3 4 -5 -6 7 -8 8 -10 -11 -12 13 14 16 -16 -17 17 18 19 -21 22 -23 27 25 26 29 -28 -29 -30 -31
leaf_value=0.070211251921703757 -0.057213886168784839 -0.0081076965423508961 0.063057514720754534 -0.055689763071835756 -0.012845182103852541 0.080497757632278344 -0.06044436287991653 -0.07096281136515617 0.051827651629734885 0.061726376660074592 0.031689095711854319 -0.070210866363195831 0.056940573096921666 0.0012615788226240112 0.087315838558102821 -0.01203679099719929 -0.12239007922867956 0.065600136169227705 0.042854968759467718 -0.05592417030709327 -0.098316040758899548 -0.095081583581333062 0.0016707883642483792 0.087161770154145057 -0.019110364746341008 -0.037631164919960457 0.048646615259333857 -0.011568480214255886 0.11368031867025763 0.052964820228022264
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 22 28 22 22 21 21 32 21 24 22 28 22 23 2022 22 26 20 27 38 100 21 31 23 25 176 29 29 21 42 20
internal_value=0 0.216406 -0.00298404 -0.00693172 0.262251 -0.00273466 -0.00777559 0.212777 -0.0618527 -0.000854273 -0.00588149 -0.00908543 0.182818 -0.0157486 0.409892 0.201128 -0.0101028 -0.0872198 -0.047555 -0.292855 0.0279785 -0.119851 0.24503 -0.0130852 -0.0094495 0.274257 -0.0943644 0.53055 0.738906 -0.00983017
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 48 2952 2909 43 2887 2821 66 45 2789 2767 2739 93 2646 71 49 2624 602 582 138 444 263 181 95 232 74 205 86 65 49
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=2 3 3 2 4 1 3 2 1 2 1 3 1 4 3 0 0 2 1 3 2 4 0 3 3 4 2 3 0 2
split_gain=0.542663 1.44205 1.93085 1.19243 2.71107 3.24609 3.13075 1.02805 2.65351 4.10475 2.28048 1.03466 3.03556 3.10093 3.35977 3.48583 5.87233 2.65135 3.27623 3.02916 3.0211 3.2051 2.74094 2.40416 2.51763 2.0806 2.04288 1.57884 3.46184 3.42734
threshold=-1.9405456385130064 0.40499149863721817 -0.24709942724455444 -1.5403357262985251 0.23663942794663045 -0.061947491361521313 0.11630320351148543 -1.2554878875646114 0.63640871362666085 -1.3506336038944353 -0.32891097025830746 1.4468561322211029 -0.84752752979202761 -0.6353268199996448 1.8253877065241637 -0.44124909204150292 0.60306607273419677 -0.9605270907564819 -0.09134528203043038 -0.15787558118085637 -0.90156429987450515 0.29790206964440957 0.21792294209959465 0.049430395427559427 -0.45382501246067103 -1.0659726487365127 -1.0628950153443701 1.2430708362080811 -0.32962156417914373 0.013684352527709311
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 9 10 -5 17 -13 25 15 -15 -17 18 23 22 21 -19 -20 24 -9 -14 -21 -22 -29 -30
right_child=3 -3 -4 7 6 -7 -8 11 -10 -11 -12 12 13 14 -16 16 -18 20 19 26 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00073515496498100744 0.052201252871475007 -0.020727731501177783 0.083563612681037833 0.0034757115895026692 -0.0063715343999729739 -0.039826847791516823 -0.11461437950785583 -0.037276869574987492 0.065220121794949654 0.061524606534746833 -0.080934814138285738 0.06836428818663616 0.0049099314148796959 0.084081018571439486 -0.054481622940902835 -0.074590068354995001 0.061006772372506707 0.0013442523412231235 0.093952333870830212 -0.065442201916160986 0.00028055158809106405 0.11194843838459077 -0.0097510869104212011 -0.01730369344314879 -0.1370524019752816 0.096043432861156797 0.013752670156827946 -0.099196868140819225 0.059988774546178347 -0.042145785477703424
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 31 26 22 30 23 32 22 20 38 28 24 36 21 21 50 29 24 23 21 32 2201 21 22 34 22 21 23 21 22 36
internal_value=0 0.176117 0.395731 -0.00405726 -0.214088 0.0553899 -0.60068 0.00407766 0.190179 -0.011853 -0.342797 -0.00414419 0.13629 0.0219603 -0.13842 0.136184 -0.139171 -0.0155942 -0.257814 -0.0113208 0.00280409 0.533649 0.398914 -0.574274 -0.900093 0.503807 -0.324067 -0.00748823 -0.29025 -0.0313236
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 72 46 2928 108 63 45 2820 120 82 54 2700 202 166 124 74 53 2498 174 98 2324 44 43 76 42 42 55 2280 79 58
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 3 3 3 1 1 1 2 0 0 4 4 4 3 3 0 3 4 0 3 0 3 1 2 2 2
split_gain=0.497481 2.76877 1.59025 2.24284 2.10433 4.5284 3.30187 2.75399 1.00624 3.51467 2.88489 1.78526 1.34715 3.35787 2.15927 3.40586 1.1456 4.08248 1.07059 1.11142 2.22121 2.04405 1.86064 3.70948 1.83048 1.58293 2.71206 1.24116 8.51584 3.51269
threshold=1.662997765389673 1.5849530200692274 1.7108131486520113 -0.79586840799144409 0.17588442117645303 0.4844119035173865 0.092429984396859413 -0.36927531081421544 1.4618470221818429 1.6315871187710282 1.4023982116857308 -0.24168078314813951 -0.71912393870030533 -0.20929083986982497 -0.84541958391747862 0.47041361564176676 1.8892166137401925 -0.061058339116983405 2.2681033217691238 -1.6342730619115506 -0.66691812400211115 -0.84541958391747862 -1.4729741358865194 -0.016995186967302869 -1.3837954658203933 -0.10026059310996908 -0.020165993664366121 0.6180089974687103 0.48830450471577075 0.55865315853353603
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 6 7 -5 -6 10 11 16 -10 -11 -14 -15 -16 18 -18 19 20 -1 -22 23 -21 -24 -23 -27 28 -26 -30
right_child=2 -3 3 4 5 -7 -8 -9 9 12 -12 -13 13 14 15 -17 17 -19 -20 22 21 25 24 -25 27 26 -28 -29 29 -31
leaf_value=0.067741461453865601 -0.063397131255423331 0.060898861383913143 -0.049081598469734589 -0.0086874805271294035 -0.021297940758523971 -0.083074061572920771 0.097746467076346655 0.083041137944814464 -0.10299028849790418 -0.035478492670406113 0.077887272092501333 -0.024983836141427886 0.078731058548342059 -0.062024613104781759 0.058983446415105216 -0.051489290528774816 -0.085482093998251144 0.01811899102910073 0.042404248080792482 0.015595186726662309 0.057064426435225649 -0.061418165884853104 0.047650693288351247 -0.10642122325066453 -0.0012656888258520205 -0.039699412009316398 0.046433229726758618 -0.0081169236838545128 0.095740675687905133 0.022343421187516657
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=32 22 33 36 25 23 26 24 20 23 29 22 26 25 21 30 20 28 38 26 22 25 20 34 20 1545 30 32 632 53 58
internal_value=0 0.00677348 -0.106698 -0.0331194 0.103111 -0.131901 0.426131 0.271935 -5.71601e-05 -0.150597 0.00998612 -0.612775 0.0320968 0.148818 -0.0806544 0.156707 0.00397245 -0.264302 0.0108702 0.0065771 0.187077 0.0467021 -0.00373086 -0.431687 0.00396315 -0.108801 0.0530989 -0.00301517 0.0260165 0.578089
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2824 176 154 118 69 49 43 2791 174 2617 49 125 96 71 50 2595 66 2529 2503 139 107 2364 42 2322 82 62 2288 1656 111
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 0 1 0 3 3 2 3 3 3 1 2 1 1 4 4 4 4 2 2 3 1 3 4 3 1
split_gain=0.458222 1.72352 3.4836 2.25741 2.16264 2.56527 3.13627 2.73052 3.88791 5.49501 4.3899 3.10603 4.40527 3.12718 3.09141 3.69537 3.02166 4.011 3.00797 3.34343 2.87954 2.02735 3.03848 5.82728 1.98124 1.87664 1.87457 3.76956 4.02193 2.48036
threshold=-0.14702208543210635 -0.48144325657905657 -1.3840855442213369 -0.98686486014334529 0.70615831889490299 1.4817512984797994 1.0000000180025095e-35 0.25793006678074043 0.92200709607769327 0.15721135218051743 -1.0890958003696476 1.0186549335221584 0.34989114460917242 1.226348628193185 0.48907312899009719 -1.7216078615506576 0.19133609659974871 -0.73229493337598639 -0.65763166816361274 -0.071172614042374557 -0.1006052296817828 -0.76506850717355468 -1.3506336038944353 -0.76394186805729536 1.301763836026419 0.30036989442534884 0.40499149863721817 1.0767136502167582 1.3177264758055072 -0.031725842778198114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 11 9 21 -11 12 14 -13 15 -1 17 -17 -19 -20 -15 -9 -23 25 -10 -24 29 -28 -29 -6
right_child=-2 2 3 -5 26 6 -8 8 24 10 -12 13 -14 20 -16 16 -18 18 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.058735516751385788 -0.0022147917237685241 0.085859099415098533 -0.043918681210887878 0.014298174551765151 0.003133301697251636 -0.10440627874064293 -0.00096289285501595465 -0.035461190657128071 -0.08482687454412817 0.1476744116756879 0.034306016610664465 0.081128120355377253 -0.063236409552200709 -0.04095181819409173 0.024388772219696403 -0.076865948852393645 -0.10810568605415907 -0.047891591057445219 0.073547981281804925 -0.023406813658034084 0.044064855894401088 0.084729034980327869 -0.0073830088431418505 0.076758090344092089 -5.3812698651373847e-05 -0.091717861692281202 0.04401173009663837 -0.11967110606909753 0.012353234163154056 0.05635850093698011
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 1692 27 30 315 76 25 25 39 21 23 37 25 83 37 81 41 20 35 31 28 30 23 24 25 25 20 29 20 20 73
internal_value=0 0.0289433 0.146475 0.0916237 -0.017951 -0.0715349 -0.523105 -0.0385783 0.136698 0.264432 0.77448 -0.135551 -0.226068 0.196225 -0.092633 -0.242816 -0.348065 -0.238237 -0.00658588 0.273703 -0.0331219 0.0309413 0.197072 -0.0141838 -0.395228 -0.460644 0.16261 -0.119611 -0.537415 0.292459
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1308 372 345 936 718 50 668 237 191 60 431 339 92 256 175 155 135 94 59 67 131 92 69 46 44 218 69 40 149
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 3 3 4 2 2 0 3 3 1 3 4 4 1 1 3 4 3 3 4 1 1 0 1 4 2
split_gain=0.415459 1.01776 3.11552 1.83997 0.882009 3.42775 2.43661 1.59149 1.34526 0.964573 0.874975 2.35113 0.928607 3.57325 2.462 2.38886 2.46594 1.41534 3.57461 3.16479 2.9109 2.84136 2.7517 2.86247 2.25213 2.56682 2.24682 2.03415 3.78793 1.41268
threshold=-2.4246247741413431 -1.9549470763706565 0.23816124998544497 -1.8332507560975577 -1.6291490034142193 -1.5491514142868399 -1.4180022210331116 -0.40461879144259821 -0.49098967745304606 -2.2510567799575267 -2.1608199884825319 0.28335006463243539 -1.090630635027354 -0.63673511094243185 -1.0402642712151489 -0.70000859813440131 0.02880037560919179 -1.1967120787716552 -1.6250245901676552 -0.54736057085762913 -1.0194566592635463 -0.36045320252290891 0.33262531049808153 0.10036548739098679 -1.2756679590188027 -1.4788037750637317 -0.01774564635463911 -1.0983949210811434 0.37751802485241009 0.088578527022774675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 -6 8 -5 -7 -8 11 -11 13 -12 -14 -15 -17 18 21 -20 -21 -16 23 -23 25 -22 -24 28 29 -19
right_child=1 3 -4 4 5 6 9 -9 -10 10 12 -13 14 15 17 16 -18 27 19 20 24 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.027433415894477078 0.062913012565686363 -0.04682557935625558 -0.034230728846926593 0.070997874427369295 -0.077084953952371776 0.0867293412148126 0.035439731720077194 -0.004721632716406683 0.016645067964117407 0.077220655716542186 0.041131036346834862 -0.020956062072091317 0.053203161761026796 -0.081450305661676825 0.070949836699230343 0.028604832426188383 -0.04028875048297937 -0.037700454755405753 -0.09706849897608455 0.048865086488335145 -0.065236547773825995 0.014693276020248992 0.081253785865541772 -0.096019601566239995 -0.088307859115154097 0.0056040405154925699 -0.010473171113507283 -0.00032192734998462874 0.10684343070012776 0.036822636909859568
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 38 36 22 21 24 21 32 27 27 24 36 21 36 32 29 34 62 20 29 21 34 20 21 21 25 61 27 2130 22 23
internal_value=0 0.00238771 0.268014 -0.00303749 0.00267695 -0.00198229 0.00464791 0.279549 0.46765 -0.00324618 -0.00736075 0.289791 -0.0119046 -0.16183 -0.00220051 -0.322509 -0.16229 -0.0098882 -0.146903 -0.335949 -0.211529 0.135897 -0.0490155 -0.445604 -0.335607 -0.191075 0.293489 0.00759156 0.366606 0.0143187
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 60 2916 2880 2832 2808 48 48 2760 2728 45 2683 164 2519 128 96 2483 288 170 141 118 89 41 120 95 48 2195 65 43
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 2 3 1 0 3 1 3 1 1 4 3 3 4 2 0 1 2 3 3 1 4 4 4 4 4
split_gain=0.435345 0.603014 1.47453 2.64687 1.4669 2.40723 1.78017 1.27991 0.72377 0.948062 3.19283 3.4994 2.76054 3.01929 1.73192 1.16418 3.38624 1.88864 2.7261 2.50772 1.79759 4.8043 2.82314 3.27139 1.95119 2.8248 1.77428 1.59104 2.67319 2.43738
threshold=-2.4332935862307403 -1.6250245901676552 -1.4788037750637317 0.14356942116175228 -0.64783240347362137 0.17588442117645303 0.14356942116175228 -1.4236899649128232 2.233632120731095 -1.5491514142868399 -0.75797711053509864 -1.6690532309041657 -0.1968812089274137 0.81691196093330809 -0.18313408332627953 -1.2317754217683639 -1.1212332565789225 0.02880037560919179 0.19868322374562528 0.36225747918707718 -1.1967120787716552 0.71086448739034591 0.33262531049808153 -0.06999963274529758 -1.0983949210811434 0.37751802485241009 2.0562299028676763 1.4243182351105512 1.4832380925728488 1.5881977136779937
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 -4 9 10 -9 12 -12 14 -14 17 -17 19 -19 -11 21 22 23 -18 25 -22 27 -26 -29 -30
right_child=1 2 7 -5 5 -7 -8 8 -10 15 11 -13 13 -15 -16 16 20 18 -20 -21 24 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.027831748055094103 -0.031066804945858548 0.0077392340139738674 0.04842584104854037 -0.080519161966490727 -0.035949052510106563 0.071747500314472815 0.035883035344755017 -0.087112474486042146 0.02861390334288931 0.010486727069256092 0.071978022145233134 -0.069749034732729406 0.0048670426973477432 0.041068932966074174 -0.068677805069700337 -0.05075312000220137 0.0091258570441084003 0.028176277988126254 -0.063481698279450161 0.093349792416159691 0.0076131284345127871 -0.11245671175552879 0.052512157344174318 -0.088580396274762691 0.0015762467392918499 0.098853368147784851 0.050802549196177139 -0.0894971010263651 0.047956720070695069 -0.026358376280518986
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 24 32 24 28 28 37 31 24 37 38 25 28 25 36 30 55 38 37 22 26 45 23 26 23 2056 22 30 21 24 81
internal_value=0 0.00245543 -0.0033817 -0.328354 0.148993 0.26716 0.0183349 0.00331083 -0.000695249 -0.00452533 -0.155021 -0.0416479 0.115509 -0.0512898 -0.35578 0.00516441 -0.00455732 0.201218 -0.066501 0.445684 0.0070115 -0.250618 -0.0379788 -0.279094 0.0192771 0.36779 0.00896674 0.00222572 -0.223638 -0.0883114
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 2856 60 120 96 59 2796 2772 2735 168 144 116 91 55 2567 2444 123 59 64 2389 110 87 61 2279 67 2212 2182 126 105
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=3 3 3 0 3 3 3 0 0 2 1 3 0 2 2 3 4 0 4 2 2 4 4 2 2 3 4 4 1 1
split_gain=0.426574 4.9329 3.112 1.69201 2.72209 4.06302 2.62582 1.70212 2.16177 1.96491 2.89185 1.86983 2.21531 1.62553 2.30472 3.76267 2.90532 3.25172 2.74071 2.40682 3.48328 2.4919 3.22309 3.37141 2.48465 2.24577 3.18201 4.15951 2.0746 5.98435
threshold=0.19406644264101597 0.15721135218051743 0.21041495267821017 -1.5217446894079061 -1.090630635027354 -0.66691812400211115 -0.13738817741594206 -1.16439618665675 -1.0874720626870227 0.44949190811809464 0.28777824354347498 0.11630320351148543 0.42044155128679256 -1.3506336038944353 -0.7496344069031976 0.84234771063933811 0.21542630238934282 0.20945589343415191 0.10036548739098679 -0.48144325657905657 -0.40155510966717384 -0.57263751485896963 0.34109313920922718 -0.63812217996861842 -0.59876851466265513 0.40499149863721817 -0.98686486014334529 0.23663942794663045 -0.73229493337598639 -0.59576145266710923
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 9 -9 10 -5 -10 -13 25 15 16 17 -15 -17 21 -21 -16 23 -23 -24 -4 -27 -28 -22 -30
right_child=2 -3 13 7 5 6 -8 8 11 -11 -12 12 -14 14 19 18 -18 -19 -20 20 28 22 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.033231064442272605 -0.076213959981308144 0.077925180138747829 0.035879570710742131 -0.089215984399662801 0.13048801242847816 -0.024762791906532241 0.071972197424749335 0.055604425615642245 0.00081762143875356195 0.0093015987110769745 0.0047182087062080259 -0.089616652655705648 0.0062754077955846062 -0.017835149947240496 0.024191908803704146 0.014693194637465025 -0.053753747477800623 0.08678211043594608 0.082062626864672528 0.065951181162637998 0.017041139138394692 -0.029390716690046587 0.041716329331878924 -0.14591269028241138 -0.054324506427727126 -0.11138863020129626 0.030906773087131779 -0.069437610968403896 -0.081111042250397891 -0.0022656209613049452
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 24 36 21 34 21 27 22 30 1413 37 23 21 20 33 26 50 36 20 52 33 190 20 21 21 25 20 35 35 43 587
internal_value=0 0.0215785 -0.0279432 0.0054383 0.280083 0.489495 0.174463 -0.0101599 0.00686263 -0.277707 -0.514784 -0.00433989 -0.438175 -0.0140829 0.00866176 0.21415 -0.0916108 0.213419 0.484527 -0.0322754 0.00531494 -0.31253 -0.478869 -0.890263 -0.101917 -0.252196 -0.392646 -0.18531 -0.021117 -0.0770608
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1708 1292 1672 94 70 49 1578 1484 94 57 1454 41 1268 1157 191 89 53 102 966 853 113 87 41 46 111 90 70 820 630
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 3 2 1 1 1 0 0 0 4 3 3 3 1 1 1 1 4 3 0 0 0 1 0 1 3
split_gain=0.426652 2.40529 1.43078 4.13211 2.13207 2.21112 1.94476 0.865984 2.95897 2.19111 1.29212 2.88182 1.154 1.08706 3.25171 0.810668 0.772889 3.58146 1.38689 4.42049 2.74469 2.69559 2.58905 2.49542 5.03523 2.32055 2.06513 3.09698 2.1233 1.90528
threshold=1.662997765389673 1.5849530200692274 0.7471251733709503 0.17024807036627518 -0.49707754483821881 0.54823099551921273 0.42651874746940482 1.4618470221818429 1.5567904836956681 1.4023982116857308 0.348291379484643 -0.71912393870030533 0.77688962375381732 1.8892166137401925 -0.061058339116983405 2.2681033217691238 -1.9079754877830351 -0.74849089624811416 0.86636195606311384 0.89558278513215528 0.835458689098031 0.046379222306304868 -0.86725947312126328 0.14429475329772859 -0.62523266249424703 1.4817512984797994 1.0468516698839119 -0.32962156417914373 1.2045144409731146 0.37135814417606888
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 9 -9 13 11 -10 -12 15 -15 16 17 -1 20 -20 25 22 -21 24 -24 -18 -23 -28 -29 -25
right_child=2 -3 -4 -5 6 -7 -8 8 10 -11 12 -13 -14 14 -16 -17 18 -19 19 21 -22 26 23 29 -26 -27 27 28 -30 -31
leaf_value=-0.052571411100512944 -0.00020168376832643364 0.057108050244530945 0.022205286740461766 -0.09669479461176575 0.070333617381017996 -0.084991974479394994 -0.016410530271024862 -0.072232160211447224 -0.036788604120246697 0.069314754953636426 -0.057737599228536864 0.038385394608688783 0.0056772207561400639 -0.078943240761342792 0.014302867836591834 0.037123688984647504 0.001969095074357156 0.047406778565702808 -0.10337771221458698 -0.085908789065840221 0.07269976180023234 -0.017673375081981035 -0.048643384903125031 -0.012680336342891991 0.06363598868299554 -0.051793707100023248 0.091198199239408653 0.043900925206184778 -0.044556431143672082 -0.091437849767989868
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=22 39 33 45 25 25 21 21 30 33 22 26 62 23 28 38 26 2079 58 21 24 23 46 30 30 37 34 30 26 21 22
internal_value=0 0.00625461 -0.0996279 -0.209842 -0.0282666 -0.286195 0.312693 -0.000123164 -0.14038 0.00922824 -0.017174 0.122547 -0.288702 0.00405238 -0.259669 0.0107621 0.00700827 0.208848 0.000549954 -0.13331 0.0185834 -0.0613403 -0.249457 -0.126466 0.133615 0.0109313 0.165524 0.376257 0.0500446 -0.46039
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2824 176 131 106 60 46 2791 174 2617 144 95 49 2595 66 2529 2503 80 2423 287 2136 266 143 119 67 2113 123 77 47 52
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=4 4 4 3 0 3 4 0 0 0 2 4 4 4 0 1 4 1 4 4 0 1 2 0 1 4 2 2 1 0
split_gain=0.414868 0.676866 1.04463 0.731058 2.69774 2.03278 1.13241 0.935598 6.77719 2.14001 2.08909 1.97056 5.11717 2.90454 3.69305 2.19851 4.32011 3.41578 4.78869 2.60421 2.8089 2.12322 3.90002 2.12555 1.95491 1.48567 3.08395 2.97691 5.86185 3.81597
threshold=2.2691810323892487 1.9701663481460339 1.8892166137401925 -1.9079754877830351 0.65538264937508772 -1.8332507560975577 -0.035376276996743193 0.81174089483766354 0.83633701406882344 0.79214707447734078 1.8168954224743454 -0.87419524854250918 -0.98686486014334529 -1.0659726487365127 -0.58219582791594837 0.94664881949357349 -1.6183494605680522 0.22085349204637042 -1.1191223415915972 -1.3002183004866061 -0.01000886155329383 -0.21634807566062375 0.11275727939739541 -0.476697624692209 0.39309646657479785 -0.26419661613490814 0.72586729747456002 -0.46255113440818502 0.90608666235943314 -0.28342671697408001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 9 -9 11 -10 12 13 15 -15 17 -17 18 19 21 -21 22 23 -7 -19 26 27 -13 29 -29
right_child=-2 -3 -4 5 -6 7 -8 8 10 -11 -12 25 -14 14 -16 16 -18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.020257820512678829 -0.0288949921510477 0.029759248452563183 -0.045503286150645431 -0.063191745769929503 0.079010391167612076 0.0083784470806441812 -0.034821147153852365 -0.11910245798180144 -0.00061231457642160411 0.064352210994950032 -0.070387593961132033 -0.025425419628011633 0.07122284245464916 0.025462374486962036 -0.09054622001036125 0.047165128573612901 -0.070331942168963657 0.11005161143222393 0.093450516171757092 0.0037419636507385074 -0.10242095483085359 -0.046583142794828156 -0.026356687714748445 0.094210183713956813 0.036622882894231101 0.0021228140958650947 -0.046532937649572954 -0.0052112805774221817 -0.071834997185425062 0.05115703253137345
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=39 22 33 22 22 24 20 28 22 588 23 20 156 59 20 27 21 34 21 22 20 22 24 41 30 62 1257 88 98 31 104
internal_value=0 0.00223721 -0.00102703 0.00228657 0.186905 -0.00345768 -0.0280975 0.00138042 -0.0690077 0.0214151 -0.0279175 0.0147544 0.140966 0.0510252 -0.42179 0.122417 -0.248156 0.201774 0.0427491 -0.0842192 -0.520357 0.0770633 0.221764 0.598327 0.550616 -0.0158011 -0.113329 -0.0359403 0.110989 0.238406
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2978 2945 2923 91 2832 67 2810 630 2180 608 2157 423 364 47 317 55 262 179 157 42 115 91 50 83 1734 477 389 233 202
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=4 0 1 3 4 0 2 2 1 4 0 2 2 1 0 2 0 0 2 4 3 2 1 1 3 0 0 4 0 3
split_gain=0.445862 2.73059 1.92318 1.85943 1.07867 0.837571 0.828907 3.33461 2.94224 2.71544 3.49595 2.30386 3.0168 2.66347 2.05815 2.14199 4.01061 2.32826 2.21369 1.99421 1.90487 1.92606 3.07517 2.60664 2.16905 1.79915 1.71523 1.69187 2.1758 3.67884
threshold=-1.752404876220921 0.0067037010826902221 0.63640871362666085 -0.33260768921804279 -1.6561690905295763 0.79214707447734078 0.4634139681032185 0.6180089974687103 0.24947663869874923 0.1900230981958568 0.42044155128679256 0.013684352527709311 -0.029920356845869401 -0.44429839173537161 1.7994697522111076 -0.10169141730268892 0.60306607273419677 1.662997765389673 -0.073021148874211253 0.079238309277251257 1.5260339352896994 0.035034276353102779 1.2452944668752768 0.72704223601340701 -0.077368778849631309 0.21792294209959465 -1.5874296337245741 -1.1754392508392466 0.67334836382837027 -0.0047853411517601785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -5 11 8 9 10 -8 12 14 -14 15 17 18 -6 -17 -16 21 -13 23 -23 -25 -10 -9 28 29 -28
right_child=4 3 -4 5 6 -7 7 26 25 -11 -12 20 13 -15 19 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0077346074707437852 0.036000174292109825 -0.093988465636594506 0.07055669705403747 0.010791660495495041 0.0017717832916639695 -0.047995137394817471 0.12162705904763141 0.039146509281712434 -0.037815173429802375 0.011411830158945459 0.02213528027902277 -0.069216461106953273 0.11065181740753104 0.014034294358808985 0.090926206098030232 -0.11532423578262108 0.034791658926950665 -0.070239803278679958 -0.032111523830877432 0.0029412316794986738 -0.068614279387264915 -0.0095723821313883368 -0.062232068490623654 0.0041554170533452143 0.087810088846395837 0.034659929246890604 -0.0089103054106388479 -0.0058837898434622258 -0.025796060068615814 0.11232913779186533
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=39 36 20 20 21 1217 20 38 46 32 39 26 23 20 32 21 21 25 20 35 24 26 334 41 31 22 27 20 679 21 24
internal_value=0 -0.122795 0.194691 -0.42683 0.00534376 -0.176023 0.000854168 0.0510113 0.3217 0.533721 0.804108 -0.0238497 0.0180022 0.508164 -0.000408676 -0.0149738 -0.335152 0.00647962 -0.634985 0.438167 -0.146666 -0.11567 -0.084657 -0.0287087 0.391368 -0.0460868 -0.00479177 -0.0284416 0.293819 0.558697
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 120 59 61 2880 41 2844 952 162 103 64 1892 1415 52 1363 1318 81 1237 56 45 477 451 428 387 53 59 790 744 65 44
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=4 1 4 1 0 3 4 4 1 3 3 1 3 1 2 2 0 4 1 0 3 0 0 2 1 3 1 1 0 3
split_gain=0.36769 2.69337 5.59451 4.86734 2.76918 2.7337 3.59568 2.47343 2.4406 3.03927 3.56398 1.07937 3.42963 2.52321 2.40473 4.87221 4.99557 4.77192 3.41932 2.56211 2.26994 1.88077 1.69832 1.14936 2.4185 1.08199 1.04965 3.43802 3.48171 2.67197
threshold=-1.2755083445174062 1.0468516698839119 -1.6561690905295763 0.23015243161112275 0.77688962375381732 -0.80250562110993551 -1.6183494605680522 -1.224820232329918 -0.21634807566062375 -0.76136276063533259 0.17860242735573764 1.0598857836080067 -0.94534241053684542 0.97953278200862159 1.1444868087067428 0.05169582154250086 0.470638872303142 0.3974351440815943 1.5284416549470803 -0.68507637854867676 0.30458438434983753 0.38075372744183228 0.27580067545140874 -1.9887833080539181 -0.42735238838289019 0.010333844069600055 0.1790122468679459 0.31894947454187766 0.66546278725539054 -1.090630635027354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -5 -7 -2 9 -1 -11 13 21 23 15 17 19 18 25 -17 -15 -13 -19 24 -9 -14 -25 28 -28 -29
right_child=7 2 -4 5 -6 6 -8 11 -10 10 -12 12 14 20 -16 16 -18 22 -20 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=0.082010704331498888 0.06661300362027589 0.020048548135951985 -0.12067119010199201 0.10982398325151077 -0.064241495583059291 -0.017220776551107278 0.083167110904791286 -0.022542403091073592 -0.055349874955194583 -0.05074632632377496 0.040294355991708032 0.096078544988166703 0.060829397061801176 -0.077416002991467114 0.053718587183037125 -0.021814827286129435 0.01882331380642405 0.097716801350094529 -0.055289145556452972 -0.10870801337126841 0.0097154277191582716 0.018958008884310248 0.025060636841928236 0.0019973303099672947 0.074066425285243417 -0.0012438082945640568 -0.016554846161850149 -0.034034212509962837 -0.089410829869731812 0.0058050725017566073
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=22 24 23 24 20 44 39 26 20 29 38 35 29 22 34 34 23 38 35 40 38 20 26 25 1553 26 27 101 86 38 461
internal_value=0 -0.0686132 -0.515512 0.0176265 -0.186983 0.423711 0.217221 0.00781114 -0.0308892 0.13009 -0.068509 0.00189189 0.112091 -0.013678 0.0196174 -0.0516262 -0.402575 0.190554 -0.107156 -0.763824 -0.451957 0.588312 0.663119 -0.00323344 0.32341 0.261489 -0.00976919 -0.0766322 -0.364578 -0.00315724
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 300 47 253 168 85 65 2700 124 95 73 2676 337 2339 282 248 99 149 89 61 54 55 60 2285 46 49 2239 686 139 547
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 4 4 2 2 1 3 3 3 2 1 1 3 2 4 0 0 0 4 4 4 0 4 1 1 4
split_gain=0.421803 2.60734 2.38594 4.0897 3.17659 3.92005 3.6072 3.16283 3.4862 3.68079 3.0153 4.78417 3.32959 3.09829 2.29991 2.89252 3.11951 3.51275 2.80533 2.31958 2.29857 3.98686 3.41831 3.28825 2.63915 2.01956 2.95135 2.5103 5.64518 3.04851
threshold=-0.71912393870030533 -1.7374902192050619 -0.63673511094243185 -0.75797711053509864 -0.28465044618111573 1.4688670445531899 -0.6353268199996448 -1.4697326775983732 -0.77491279885868181 0.36917823600622696 0.13305555795949645 1.0622629735222386 -0.78702742835921591 0.035034276353102779 0.54699774144006086 0.66989630460877503 -0.82627756319396417 -0.26123992755758824 0.063437367072197923 -1.1478360481544048 -1.3837954658203933 -1.0434268454661233 -0.49707754483821881 0.38699890254002739 -0.47278098892519133 -0.52925942613467203 0.92366514164674207 0.45273575875347122 -0.09134528203043038 -0.60432731078618307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 6 7 -4 -6 9 -9 12 -12 -3 -14 20 -16 -17 -18 19 -19 22 -22 -10 -24 -23 26 27 28 29 -2
right_child=25 2 4 -5 5 -7 -8 8 14 -11 11 -13 13 -15 15 16 17 18 -20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.076544466943245904 -0.058036046505497131 0.03098477627783951 0.02453856990128242 0.095117131592344556 0.080713481302884027 -0.092885301856852856 -0.075923633381330236 -0.095415487967835125 -0.01660830341659118 0.0070838171800404462 0.083872696421321988 -0.029434357359492038 -0.11865654665526718 -0.0057976303024705649 -0.082028374021383785 0.075515710688328075 -0.087453839722254345 0.0099731451591410884 0.047748465396151352 -0.08094298870160567 -0.044242996293613369 0.10148073728667927 0.1490759619495601 0.032664103995320125 0.008297607384482571 -0.00035711996162816255 0.09483923547273243 -0.026227743091019853 0.099402664418027087 0.033209215315912685
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 26 30 21 25 21 20 55 31 20 29 39 27 21 21 21 21 22 29 38 20 41 20 20 21 38 2160 22 47 36 37
internal_value=0 -0.0455411 -0.0223988 0.196363 -0.0943293 -0.0224334 -0.481537 0.0225048 -0.0214573 -0.476912 0.0519521 0.369163 -0.249873 -0.618477 0.0666985 -0.117222 -0.000156155 -0.137242 0.0495986 -0.272668 0.238595 0.0459784 0.555953 0.889295 0.394823 0.0133356 0.231751 0.12694 0.31509 -0.0447247
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 672 651 163 488 412 76 392 371 60 138 66 72 42 311 151 130 109 87 49 160 99 61 41 58 2328 168 146 99 63
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 0 0 4 0 4 3 1 1 4 1 3 3 4 2 3 4 4 4 1 2 1 1 1 2 2
split_gain=0.405876 5.10669 2.30961 1.99746 4.79202 3.38273 3.85852 2.52213 2.52052 3.82285 2.07712 1.99614 3.64379 2.9445 2.11026 1.89296 5.98109 4.81964 2.35584 1.96416 1.72849 3.33104 2.19086 2.60035 1.65772 1.61928 1.60837 2.56081 2.1132 3.95062
threshold=-0.14519936618847087 -0.28342671697408001 -0.12349969923222037 -0.15544103588165459 -0.052320117735985786 -0.41429082149385721 -0.45703962232963513 -0.32119687224115295 -0.58219582791594837 0.43632673920680959 0.23184643194286639 0.99684277785386788 0.80231174353175605 0.063437367072197923 1.4618470221818429 0.68169203810572909 0.38106061315822687 0.56320272939424076 -1.5403357262985251 0.059757997431322186 1.231173701404767 0.85084574106470867 0.6437641834718445 0.054176149652211548 0.19363898024582879 0.078145734898791133 0.97953278200862159 1.5889104716935742 1.0171868823325287 0.4634139681032185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 -5 6 8 26 11 -10 24 12 13 -6 -13 16 18 -17 -15 20 21 22 23 -20 -9 -11 28 -28 29 -1
right_child=2 -3 -4 4 5 -7 -8 10 9 25 -12 14 -14 15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.7119606306424629e-05 0.06962466289368488 -0.036768910729373723 0.0012352614185552522 0.083677545827208391 -0.073862182565495177 0.049559189106947114 -0.070514907488362005 0.020773939721428651 -0.028910783211541443 0.11061825476404163 -0.088141553671973724 0.07399236630281035 -0.083712600285488784 0.074994004343399187 -0.010092873648797913 0.095450756306520182 -0.11320847980914017 -0.012490103814957555 -0.05903108885392825 0.037792405675465185 0.03217758976723304 -0.095691194968149484 0.050425402738896341 0.030786434272224994 -0.054366151219967608 0.031362752176705755 -0.056334257586851712 0.030055807390287476 -0.030840047704321135 0.059329496133557147
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=248 22 163 1711 36 22 66 31 25 22 26 26 32 25 20 23 30 20 42 38 40 27 23 21 21 25 20 48 21 63 63
internal_value=0 -0.027938 0.0207555 0.0229292 0.105935 0.0578058 -0.00264673 -0.0707021 0.0462588 0.416476 -0.416 -0.0185816 -0.0775959 -0.0155336 0.35998 0.0414501 -0.0577611 0.329492 0.0552338 -0.020832 -0.143418 -0.264315 -0.0671564 -0.269074 -0.168068 0.762696 -0.010224 -0.299635 0.0438499 0.113128
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1267 1733 1104 585 549 483 519 452 68 76 384 329 304 55 282 210 72 190 170 130 103 80 59 50 46 443 69 374 311
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 0 0 4 4 2 1 2 4 1 4 4 1 4 4 4 3 3 3 1 4 3 1 4 3 0
split_gain=0.365278 3.00239 6.30438 2.80367 5.04128 2.76339 2.95847 2.59402 3.4653 1.56315 1.27176 1.71015 1.03599 2.76708 1.48403 3.57182 1.38825 2.77015 1.34956 1.25872 1.21303 4.83368 3.91815 3.57985 4.59292 2.24701 1.46402 3.53512 2.063 1.82314
threshold=-1.3506336038944353 -1.2554878875646114 -0.22790678329923134 0.40499149863721817 -0.47408763445721719 0.67334836382837027 0.13319093243838762 -0.98686486014334529 0.23663942794663045 -1.806460201693054 0.34873867265174746 -1.5633558179203868 -1.752404876220921 0.72704223601340701 -0.87419524854250918 -0.93315413181499585 -0.22530074596762678 -2.1807018242012242 -0.83433366220970373 -0.89611066608690015 -0.0047853411517601785 -0.28593334852844354 0.32032202546002725 0.85206804150952331 -1.3002183004866061 0.79914822486294679 -0.084552359974080019 -1.4820381397966225 -1.090630635027354 -0.52925942613467203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 6 9 -5 -9 -6 11 -1 13 16 15 20 17 -3 -16 -17 21 26 -22 24 -24 -26 29 -28 -29 -14
right_child=1 12 -4 7 5 -7 -8 8 -10 -11 -12 -13 14 -15 18 19 -18 -19 -20 -21 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.025209775469857074 0.13882394125847755 0.040436853257033389 -0.012938647194401968 -0.10295479200401401 0.077206508323454839 -0.018228275446298653 0.12938593289596881 0.027074117239336001 -0.065049333374962548 -0.0036842710786240472 -0.066258197691034457 -0.052620911306354858 -0.061655732831319136 0.032551445247361387 -0.04546592895726087 0.10903168016488861 -0.071455795756092053 -0.065768182776063791 -0.00091739555963403713 0.034470568080181459 0.073119228868853012 -0.072334451730175955 0.075011427834165104 -0.061268153679092677 -0.050825619451955156 0.024768817856408554 0.1072727796149654 -0.0386674929297596 0.038079541947204573 0.0096884216200208515
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=27 20 20 28 20 20 23 21 35 35 22 27 22 21 30 30 21 35 23 2142 21 44 37 42 30 34 33 20 26 35 56
internal_value=0 0.00716443 0.520914 -0.0754278 0.0884738 0.434716 0.660809 -0.368263 -0.181131 0.338444 -0.300287 -0.101323 -0.00192725 -0.20071 0.00632412 0.120036 -0.409598 -0.156977 -0.0151961 0.717847 0.0581247 -0.055081 0.180655 0.0111857 0.189883 -0.138556 0.104049 0.298522 0.0561912 -0.101009
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2748 48 252 162 86 63 90 70 42 76 49 2700 108 2592 420 78 43 2172 42 378 195 183 139 109 67 158 81 61 77
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=3 3 3 0 3 3 3 0 0 1 2 4 3 0 4 4 3 3 1 4 0 0 1 4 3 4 1 0 0 0
split_gain=0.336523 3.95999 2.57167 1.29473 2.00968 3.35697 2.25317 1.338 2.85519 1.6315 1.75559 1.69593 1.6118 1.73131 1.37215 1.45367 3.98479 3.63656 2.89598 2.89058 2.88672 6.60856 3.00483 2.4275 2.2329 2.68245 2.21068 1.7822 1.69519 2.85163
threshold=0.19406644264101597 0.15721135218051743 0.21041495267821017 -1.5217446894079061 -1.090630635027354 -0.66691812400211115 -0.13738817741594206 -1.1478360481544048 -1.0874720626870227 0.78147062950487534 0.44949190811809464 0.11127062187848416 0.11630320351148543 0.42044155128679256 2.0562299028676763 0.65119720253198754 0.010333844069600055 -0.1955576166419212 -1.0601754905104948 0.59615783190849736 1.4273357193283076 0.48396730779258196 -0.38264265619358179 1.0188770736846819 -0.70792625527589681 1.3034681784140616 0.58208943816193381 -0.94496537296233851 -0.78010922046927711 -0.70003126273124472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 9 -9 10 11 -5 14 -14 15 19 17 18 23 27 21 22 -20 -17 25 -24 -23 -10 -29 -30
right_child=2 -3 -4 7 5 6 -8 8 12 -11 -12 -13 13 -15 -16 16 -18 -19 20 -21 -22 26 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.027810658229380659 -0.069476487342422191 0.070478075254121489 -0.0012166222505576357 -0.103154654424177 0.12089423628841081 -0.024222261919562026 0.066672055148558326 0.072077733677772191 -0.042661605246231672 0.023184171405927469 -0.00039586783877315374 -0.023277543499893905 -0.081709267923659443 0.0035436642509371883 -0.051979145843175235 0.11709341144204558 0.08828063922995133 -0.044169147808409012 -0.035900947366082035 -0.080156760495651208 0.07217958880508589 -0.084854534786686309 -0.013651137337145966 0.021409876542332694 0.078464652171275504 0.079046807446359529 -0.0048260844640255537 0.037794581333930183 -0.071884914026841051 0.00079402768950694112
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 24 36 1268 23 21 27 22 24 41 24 31 22 21 20 21 21 28 51 27 20 25 40 41 26 41 20 23 51 25 912
internal_value=0 0.0193807 -0.0249031 0.00488035 0.249116 0.434503 0.149554 -0.00870563 0.00690799 -0.240542 -0.388626 -0.645652 -0.00464125 -0.40973 0.00703403 0.0148969 0.131621 0.0656498 0.162621 -0.0232612 0.0636478 -0.0218683 0.246903 0.634131 0.410363 0.160675 -0.563549 -0.00816194 0.00948926 -0.0103827
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1708 1292 1672 94 70 49 1578 1478 100 76 45 1454 41 1413 1392 343 315 264 1049 217 192 129 47 102 61 63 1029 988 937
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=2 0 0 1 3 2 0 1 1 4 1 4 3 0 0 2 4 4 1 0 3 0 0 3 4 3 3 3 1 4
split_gain=0.332968 2.64481 4.84259 3.27006 1.78112 0.810417 1.87734 3.28359 4.80906 0.836291 1.99096 1.53116 1.40676 2.58959 1.74543 0.845992 1.26217 3.75943 1.76012 1.597 1.60463 2.91113 3.81993 2.79224 2.34512 2.08286 1.69307 3.21061 1.64759 1.33299
threshold=-1.5403357262985251 -0.45703962232963513 0.23290527768724142 -0.061947491361521313 0.28335006463243539 -1.2554878875646114 -0.51598156409705098 0.14964933630842484 -0.40777118874932178 -1.7293845022891365 0.72704223601340701 -1.6561690905295763 0.6284477238706806 -0.41429082149385721 0.61077179710835205 -1.1838439101416429 -0.87419524854250918 -0.93315413181499585 1.5284416549470803 1.1567821613273448 -0.0047853411517601785 0.77688962375381732 0.31356699290633211 -0.28593334852844354 -1.0659726487365127 0.87179697595610983 -0.93480992685137776 -1.2857627174731117 -0.78010718110073862 -1.224820232329918
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -2 8 -8 10 12 -11 13 -7 -15 -13 17 18 19 20 23 22 24 26 25 -22 27 -17 -28 -21
right_child=5 2 3 -5 -6 9 7 -9 -10 11 -12 15 -14 14 -16 16 -18 -19 -20 29 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.059433129996360183 -0.02343667191500623 -0.07534285235510127 0.063660728204706571 -0.027436531756959412 -0.014296588801116956 0.039920962805544052 0.053614839620123589 0.084715502004046345 -0.076663603443975895 0.05806497052154852 0.026363197548174323 -0.032275268980357978 -0.082338195943752579 -0.093819426622304608 -0.011270114099820105 0.040410378631705296 -0.0013062222824515796 0.07449953238219878 -0.047972337764673384 0.011649361678498678 0.08486590112759701 0.10538281172342873 -0.05883530623816946 -0.062044740399168845 -0.013324491149748841 0.0089446248322102642 -0.0078936352591856811 -0.068066324028340702 0.064490422042300197 -0.06085455040815866
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=35 35 49 29 42 25 22 30 35 20 20 32 34 20 20 25 24 2144 41 25 21 44 20 23 26 28 25 21 24 37 24
internal_value=0 -0.0865665 -0.260823 0.0889659 0.279225 0.00579858 0.173893 0.341216 0.00827314 -0.00153633 -0.171824 0.00626132 -0.337619 -0.192621 -0.477092 0.00183493 0.0061961 0.117334 0.0485626 0.0910089 0.150961 0.307306 0.185454 -0.0133973 0.364887 0.575687 0.137698 -0.154758 0.375197 -0.275624
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 180 120 71 60 2820 120 85 50 2700 119 2581 87 67 45 2561 2527 383 342 317 272 140 120 132 97 69 106 48 58 45
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=0 0 3 0 2 4 2 4 0 1 1 3 1 2 0 0 4 3 3 2 3 4 4 3 4 1 1 3 1 3
split_gain=0.331128 3.04486 3.0512 3.76339 5.4723 3.83185 4.53758 3.90948 2.27085 6.84095 3.77975 3.11958 2.20799 2.00856 1.77455 4.88121 2.62282 2.41816 4.88146 2.3964 2.95198 2.19817 3.65113 3.1387 4.98061 1.7576 1.95202 2.81173 2.09653 2.25905
threshold=-0.10023400090133126 -0.28342671697408001 -0.90894743257030408 -0.24255936629042138 -0.24168078314813951 -0.12312389949666021 -0.51987681816204379 0.55220190870018182 0.0067037010826902221 0.3859869787418822 -0.031725842778198114 0.40499149863721817 -0.14584772739216645 0.59364454610221007 -0.42982164255344879 -0.44968048002895761 -0.17019874654462208 1.7868989441854357 1.4468561322211029 -1.806460201693054 1.2574773302234099 1.0344041612999024 0.85084574106470867 -0.17384783357911485 1.4832380925728488 1.5284416549470803 -1.4788037750637317 -0.40559685877688106 -0.94161349434448272 0.14356942116175228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 -4 6 -5 -7 9 10 11 -2 -9 -8 15 17 -16 18 19 -1 21 22 25 -23 -25 26 27 -21 29 -28
right_child=8 2 3 5 -6 7 13 12 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 20 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.059775324870856267 -0.017464739251990064 -0.074608296060881374 0.0098703226641636069 -0.035640993641623951 -0.13880769605999474 -0.082094720842958338 0.11383808780487795 -0.036866848771721965 -0.00017232503751194518 0.096966958357922392 -0.068359006301634953 0.084574883345762839 0.058939260236478767 0.027442692985444966 -0.0067646622453202843 -0.092695015078732429 0.047086311280574743 -0.051801851829627092 0.076809567626288905 -0.096589712452605933 -0.072330591803391603 0.073408565667522893 -0.068595439431652375 0.05190875042666742 -0.072800509936041966 -0.042265621658370632 0.0084950994527202128 0.0079656721202284574 0.0012883141241817736 0.088962432682408055
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=30 30 42 20 24 22 33 26 20 1545 43 27 22 21 21 71 24 85 36 37 20 24 43 36 31 25 40 39 26 511 26
internal_value=0 -0.0241742 -0.240718 -0.128132 -0.67016 0.0301843 0.376189 -0.296091 0.0197059 0.291793 -0.0631157 0.263284 0.130296 0.752184 0.0214862 -0.0126901 0.225649 0.0118169 0.033328 0.000744104 -0.019816 0.00241745 -0.038611 0.295266 -0.0228829 -0.00346288 0.0240843 -0.393473 0.0568169 0.417139
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1333 229 187 42 145 71 74 1667 122 79 52 41 47 1104 948 156 924 888 851 821 797 698 99 56 662 622 46 576 65
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=3 3 3 2 2 0 1 4 1 1 4 2 2 4 3 2 2 0 3 3 3 3 1 1 3 3 2 0 3 1
split_gain=0.346521 3.11411 1.98723 1.19815 1.67085 1.48188 4.22893 2.36033 1.33009 5.91143 2.93662 3.91289 4.36277 6.04845 6.43217 3.1632 5.512 3.5191 2.78492 2.91401 4.58019 2.68835 3.28087 2.82064 6.591 4.71047 2.44157 2.42556 2.3189 2.2581
threshold=0.19406644264101597 0.15721135218051743 0.21041495267821017 -1.3506336038944353 -1.2122861955568911 0.21792294209959465 0.31894947454187766 0.17024807036627518 -0.21634807566062375 -0.29183790893321621 0.10036548739098679 1.3694119875709123 0.095672142572386959 -0.84541958391747862 1.226348628193185 0.35574065407673627 1.0602614558082548 0.27580067545140874 0.23820228949812522 0.28335006463243539 0.33262531049808153 0.63627771496204277 1.3023044439991101 0.13977026698019215 1.7319916318266231 0.94681637782153594 0.82286198663439403 -0.15503896460430247 1.0384356296065838 -0.57728046684691858
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 -4 -7 9 10 11 12 13 -6 -15 17 -17 27 -10 -20 -21 22 -22 24 -23 26 -25 -12 -27 -14
right_child=2 -3 3 4 8 7 -8 -9 18 -11 15 -13 29 14 -16 16 -18 -19 19 20 21 23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.00069023680623416103 -0.061416464770516613 0.063198233733112896 -0.085235275539461655 0.051226219339138984 0.026274125981436719 0.04912251328062589 0.025238270693826354 -0.045409505993112234 0.065644702563266502 0.090849168478162712 0.03651094523760285 -0.097942357196918906 0.0072949910073037876 -0.12975345254129064 0.012589172817070813 -0.05396308995313185 0.061636642008796975 0.078824159693647478 -0.070998083596326353 0.070729654178899204 -0.043480736625002417 -0.050076985831780135 0.047189117011596969 0.026304949523337978 0.077813981519401249 -0.074537702352174093 0.099050150173009124 -0.040378595517207225 -0.0012245725554764801 0.081675406383025284
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=1672 24 36 39 28 40 26 25 21 22 34 51 24 75 37 21 51 28 54 31 32 143 99 20 70 21 21 29 26 177 23
internal_value=0 0.0197484 -0.025301 -0.0140596 0.00549192 -0.222094 -0.428434 0.0616953 -0.00675249 0.0787463 0.0124939 -0.156837 -0.0626242 -0.369336 -0.786903 0.186646 -0.142705 0.382284 -0.0659226 -0.0907339 -0.059409 -0.101187 -0.32676 -0.0132977 -0.279929 0.0951132 0.465247 0.100817 -0.0883334 0.251366
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1708 1292 1268 1157 111 64 47 1129 464 430 220 196 98 58 210 79 131 665 643 612 580 163 417 120 297 99 77 198 98
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=0 1 3 1 1 3 3 3 3 3 1 1 1 2 3 1 1 3 2 3 2 4 1 0 2 2 2 3 2 1
split_gain=0.338236 2.04366 1.99396 2.39565 3.77526 3.79234 3.14833 2.76388 2.44784 3.47628 2.54035 2.50612 2.74311 2.53911 2.19531 1.99184 3.0597 1.60048 2.86091 2.67927 2.47894 1.84062 1.54619 1.54481 1.90688 1.40059 1.28594 1.05471 0.915855 2.27808
threshold=-0.71912393870030533 -1.7374902192050619 1.8253877065241637 -0.63673511094243185 -0.76746940270768083 0.13305555795949645 -0.78702742835921591 1.0622629735222386 -0.68286868175367343 -0.50182448887967224 0.037248343784510855 -0.25685685735838071 1.4900970972928145 -0.67605460272062246 -1.090630635027354 1.2714534466019407 0.86636195606311384 0.23184643194286639 -0.019852066627570667 0.9851695279740057 -0.026065030697679757 0.079238309277251257 -0.38264265619358179 -0.63398685813059552 -0.061465625145834653 -0.019852066627570667 0.024958393522151189 -0.11902053946850584 -1.5403357262985251 -0.061947491361521313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 10 -10 22 13 15 -11 25 16 17 18 21 20 -19 -13 -5 24 -2 -12 -8 -20 29 -25
right_child=23 2 -4 8 -6 7 26 -9 9 11 14 12 -14 -15 -16 -17 -18 19 27 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.068182003754211684 0.077741917816605305 0.028057758158692256 -0.06323689810252231 0.017127668523171206 0.092471476626164631 0.080726316133111542 -0.10266142195869483 -0.012416702382997202 -0.09644540819417935 0.0060739905404628078 0.053338366950775151 0.030332060486664144 -0.062642935698183716 -0.086809359858925531 0.091245699098983765 0.070631791856692258 -0.055777760135734128 -0.080478881297394111 -0.03473355903922544 0.040151109209058677 0.00089261407123758171 0.11507915066265087 -0.062274639392790959 0.013089539867796608 0.0017602188641493736 -0.02381724810624106 -0.027295475505677531 0.023763374309357259 0.0013888341404629336 -0.041402444319119276
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 27 30 22 23 27 38 20 22 21 21 21 26 29 33 30 20 37 27 25 32 39 20 20 62 33 20 20 28 2135 71
internal_value=0 -0.0411702 -0.0203629 0.00157864 0.228012 0.0742376 -0.267812 0.458315 -0.0722267 -0.155737 0.1989 -0.10373 -0.0251231 -0.514265 0.449968 0.0448681 -0.00671097 0.0958073 0.283261 -0.0911661 -0.329043 0.668295 -0.198544 0.0120335 0.346666 0.145732 -0.64381 -0.0425889 0.00351107 -0.163569
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 672 651 629 157 130 70 60 472 358 114 337 283 54 71 254 234 197 99 98 66 46 43 2328 60 41 40 53 2268 133
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 3 4 1 0 0 4 4 2 1 2 4 2 4 4 3 1 1 1 4 3 4 0 4 0 3
split_gain=0.332872 1.70771 2.08553 1.65624 2.07711 3.80268 1.94016 1.62893 0.73903 1.7657 1.5077 2.13698 1.95559 1.99329 0.837152 0.82955 2.27286 2.12717 3.1634 2.47466 1.4523 1.66427 1.37425 1.60913 1.36493 5.1553 4.95082 2.81275 1.10822 1.01101
threshold=1.6315871187710282 1.4618470221818429 -0.34086378856580252 1.7214311672746898 -0.29620153137235583 -0.28593334852844354 1.0000000180025095e-35 1.4023982116857308 1.662997765389673 1.5849530200692274 0.9494877121245614 0.17024807036627518 1.0000000180025095e-35 0.34873867265174746 0.54361696442090979 1.2729325327176251 1.0796549118681076 1.0998369305784965 1.0571354222138087 0.19406644264101597 -2.4332935862307403 -1.9054717707040745 0.85206804150952331 1.3933943304545873 -0.0047853411517601785 1.5561172122416871 -0.26004821899448916 1.5169583460580076 -0.091888036125702496 -0.47408763445721719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 -5 -6 -7 8 9 15 11 12 -10 14 -14 17 22 18 20 -19 -1 -22 23 -17 25 -25 -27 -26 -29 -23
right_child=3 2 -4 4 5 6 -8 -9 10 -11 -12 -13 13 -15 -16 16 -18 19 -20 -21 21 29 -24 24 27 26 -28 28 -30 -31
leaf_value=-0.054039567134361088 0.061539502873198093 -0.085667511764946178 -0.0031502118998085341 0.047078113824487081 -0.079225446111126849 0.052254496659533335 -0.02850616196152992 0.061440242996583773 0.032922768652173279 0.050125757324948651 0.027705771866957052 -0.067980606543609365 -0.030277674697940474 -0.077930034383283345 0.030910080305641491 -0.04126748313865717 -0.067003596080612932 0.069029971572117418 -0.077465472053637741 -0.0046770440184262414 0.048413100552228423 -0.0058249030845214829 -0.056732259460711337 0.06551922978818088 -0.037354613607364383 0.030660726440340458 -0.10220857216950646 0.016317817628322528 0.07536608036999648 0.0037290515227945673
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 22 22 33 31 28 28 23 22 34 32 31 35 21 23 20 31 30 43 22 37 34 699 20 26 20 21 30 23 36 1502
internal_value=0 -0.00439607 -0.367777 0.102453 -0.0034228 -0.176695 0.156971 0.00268823 -0.00140424 0.00693538 -0.138506 -0.236398 -0.0757292 -0.295056 -0.00685203 0.00107295 -0.117012 0.0127394 0.00115545 0.347824 0.00885328 0.0138946 -0.0411032 0.0137524 0.101278 -0.0965518 -0.484897 0.294158 0.52674 0.00708485
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2868 55 132 110 79 51 2813 2791 2627 164 133 98 64 41 2595 237 2358 2278 80 2256 2235 207 187 156 77 51 79 59 2201
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 1 2 0 3 3 4 4 3 1 4 4 2 2 3 3 0 0 2 0 4 3 4 1 2 3
split_gain=0.346074 2.47756 1.65368 1.03374 1.36374 2.44973 2.05971 0.885138 1.62583 1.2398 1.00025 1.3504 2.60247 1.07949 3.00115 3.53113 3.04918 2.56767 2.54473 6.82268 3.74074 2.61642 2.39837 2.3238 4.90239 4.22486 4.92897 4.6711 4.85706 5.91779
threshold=0.19406644264101597 0.15721135218051743 0.21041495267821017 1.9701663481460339 1.4243182351105512 -0.24046518993183039 0.18677055390340563 -1.6342730619115506 -1.090630635027354 -0.65099815276951734 2.0562299028676763 1.645739554632907 -0.76136276063533259 -0.18419264351719949 1.2010005340643535 0.9832132085385431 -1.7745707838443123 -0.33928739874343511 -0.10026059310996908 -0.025358074000831302 0.66546278725539054 -0.30623454343164253 -1.7745707838443123 -0.01000886155329383 1.2444854399787291 -0.23423959871651931 -1.1059134336230521 -1.3411859508546098 -0.92866816976777733 -0.53782504402699527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -7 8 -1 -10 11 13 -13 22 15 16 -15 -16 -18 -20 21 -21 -9 -24 25 26 -25 -28 -29 -30
right_child=2 -3 3 -5 5 6 -8 10 9 -11 -12 12 -14 14 17 -17 18 -19 19 20 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.026743569816111541 -0.056389513598588153 0.057058876976589228 -0.00074347772889453694 0.040273692235037475 0.023522712763693415 -0.11081885078416323 -0.018573890511160009 0.064930160217969907 0.091666644114062973 0.021842317644075047 -0.045544132641985383 0.094282963455734059 -0.0077982491775944393 -0.07377853213005614 0.10089402691567534 -0.059426349075442267 0.00057956363505474388 0.015049989336422759 0.11122696577935143 0.016724140921680151 0.071552081384688979 -0.065379554322613373 -0.023324694273347484 -0.055467066463528773 -0.093970638376223256 -0.028453094275428928 0.096295825437060001 -0.071504888808449504 0.0055722575720451072 0.098680934423664213
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 24 36 1175 26 23 21 23 20 20 39 21 20 26 21 25 40 619 39 35 35 26 31 281 31 21 96 43 22 100 40
internal_value=0 0.0196929 -0.0254458 -0.0151489 -0.0236013 -0.317664 -0.614058 0.00829339 0.231603 0.423579 -0.0019615 0.00400716 0.363154 -0.00630133 0.041418 0.00726074 0.0384821 0.47456 0.0604576 0.32828 0.0329152 -0.223153 -0.0701011 -0.0920744 0.0197318 0.0819248 0.231348 0.345762 0.187576 0.328872
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1708 1292 1268 1242 67 44 1672 80 59 1592 1571 46 1525 871 807 767 64 746 127 92 66 654 634 353 332 236 205 162 140
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 4 2 2 2 1 0 1 1 4 1 0 0 1 0 1 4 4 0 2 3 2 1 1 2
split_gain=0.306764 3.13112 1.59815 3.87039 2.21289 4.21334 3.3147 1.54659 2.5454 2.52349 3.88462 3.11478 1.97302 5.74068 2.02963 1.87293 1.5728 1.45105 1.4326 1.30282 3.95327 2.25682 2.30819 1.86801 1.19641 2.31963 2.23147 3.3312 2.97491 2.82504
threshold=1.1950889467043617 1.243230742701436 -0.32891097025830746 -0.1210586374224812 -0.81697225715302169 0.1140278330093344 -0.21989578357221576 1.0425001650485135 0.96442899392708969 0.82286198663439403 0.88213399578719787 -0.039016489075816188 0.170222836169271 -0.47447449201145836 0.31211463532385247 0.089310200152818903 -0.70003126273124472 0.45018452669894032 0.0092775152141780261 -0.2324482770632039 1.0998821793986326 -0.84541958391747862 -0.079899805636104174 -0.70003126273124472 0.4634139681032185 1.4988000988174932 0.6180089974687103 1.2045144409731146 0.24947663869874923 0.51895469596483601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 -4 -3 -6 -7 8 9 24 11 16 13 -9 -14 -10 -11 -13 -5 20 23 -21 -23 -20 -1 26 28 -28 29 -26
right_child=1 2 3 18 5 6 -8 12 15 10 -12 17 14 -15 -16 -17 -18 -19 19 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0013219470960338477 0.066523779912839476 0.033706402395617417 0.094825155031853292 -0.052756745006501876 -0.099637641142201139 -0.061915775467292967 0.050849318486650856 0.015993642961516324 0.082318828116640624 -0.015197154569105377 -0.11489046123229303 -0.092291908691548796 0.050724700388232881 -0.11279790469033771 -0.035480348615522864 0.008764538372658854 0.065371647652373271 -0.016273638172185547 -0.054762712526430647 0.046237867320678035 0.10451658806169775 -0.08349933246671136 -0.0037158029768909599 0.036116784002531897 0.0043350082905311916 0.076129053746654768 -0.017660504336682453 0.068515973289245732 -0.011106566260425778 0.077261667793599317
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2000 33 25 21 20 33 22 26 30 28 20 20 21 23 31 24 32 23 24 20 27 22 21 62 20 38 22 170 22 59 61
internal_value=0 0.0588383 -0.00636627 0.0963916 -0.223883 -0.395847 0.00374958 -0.00730425 0.00301845 -0.00724319 -0.321814 -0.129451 -0.251989 -0.502594 0.0656445 0.425211 0.274348 -0.518858 0.0028277 0.0645589 0.311124 -0.0702587 -0.237479 -0.077603 0.00674252 0.115879 0.0735545 -0.0772476 0.25924 0.484182
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 352 319 213 106 81 48 2648 2540 2480 108 88 108 61 47 60 43 45 192 172 62 110 83 40 2372 372 350 192 158 99
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=3 4 4 4 3 4 4 4 3 0 4 1 2 3 1 4 3 3 0 3 3 4 3 2 3 4 3 3 4 2
split_gain=0.299303 3.12265 4.69221 3.06832 1.86352 1.80632 1.87907 2.47036 1.77199 1.49611 1.27583 1.44068 1.03682 1.02008 2.81809 3.76051 3.19591 2.06646 2.42119 2.33188 1.57915 3.04313 1.91303 3.22435 3.19427 4.27703 3.04025 3.30303 2.99909 2.12229
threshold=-1.2317754217683639 0.02880037560919179 0.29180296728872823 0.48554441329531056 -1.1212332565789225 -0.7505051864552853 -0.49707754483821881 -0.25127384511720979 -1.1578390290672744 0.63341532531235989 0.65119720253198754 -0.076585293191617942 -0.20375797063717246 -0.94534241053684542 0.3620707171146062 0.37751802485241009 -1.0017744550551553 -0.8759806437101495 0.48396730779258196 -0.83884000529173053 -0.77242897562607304 -0.28328036181082467 -0.66691812400211115 0.66677450538116345 -0.54736057085762913 -0.39304168164666287 -0.51515355123785833 -0.47408763445721719 0.29180296728872823 -0.026065030697679757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 8 9 -7 -8 -2 12 -5 -12 -1 14 15 16 -6 18 -15 -19 21 -21 23 28 25 -24 -26 -28 -22 -27
right_child=4 2 3 10 13 6 7 -9 -10 -11 11 -13 -14 17 -16 -17 -18 19 -20 20 22 -23 24 -25 26 29 27 -29 -30 -31
leaf_value=-0.043105219288734453 -0.0077147547231276635 -0.087566190150181453 0.070876140340410093 -0.061047088582963586 -0.07029055211772961 0.086113767244236028 -0.015469636920084724 0.069158103205750623 -0.080871224767785715 0.048050256216153955 -0.03103121484313702 0.025914378689569195 0.014286616601705219 -0.0051136093899090164 0.064691863464575908 0.055431959395077141 0.030370238036167025 0.052474696594445584 -0.091309547555859419 0.026284153058276777 0.097550105630695549 -0.070349925244142852 -0.093756497628271318 -0.027735442564633589 0.059975004165299377 0.05120411976879289 -0.054161332226460891 0.00086845978812195163 0.0082774246610376849 -0.031677229545557094
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=29 36 32 23 20 39 33 33 28 24 21 37 41 27 37 39 32 22 36 23 23 34 37 37 31 36 20 48 2052 31 39
internal_value=0 0.0604401 -0.156927 0.0303612 -0.00696263 0.2552 0.451899 0.235524 -0.370515 0.019152 -0.133202 -0.0132219 -0.164236 0.00135075 0.181085 -0.0205328 -0.332913 -0.00806449 -0.392949 0.00130897 -0.00665803 -0.339657 0.00195183 0.29112 -0.0103699 -0.380356 0.00639529 -0.00400548 0.549604 -0.0365054
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 324 153 121 2676 171 94 61 60 77 98 78 56 2616 132 93 61 2484 60 2424 2388 60 2328 96 2232 96 2136 2100 65 59
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 2 3 0 0 2 0 4 0 2 2 2 4 0 3 4 1 3 2 4 3 2 4 3 3 0
split_gain=0.316168 2.12719 1.36585 0.824572 1.12598 4.59764 2.1592 1.33698 1.60613 2.67888 1.34661 2.23811 1.15187 1.11701 2.98348 2.24595 2.80189 2.76543 2.2416 3.66577 2.70218 2.46357 2.46003 2.41485 2.23683 1.82562 1.77072 2.14135 2.87855 4.03416
threshold=0.19406644264101597 0.16979741463060871 0.21041495267821017 1.9701663481460339 1.2444854399787291 -0.54303224753959789 0.69484865391234796 1.6872353699269624 1.8633182484215565 0.39900661073231158 1.2873114422755256 0.23663942794663045 1.2012429149420163 -0.7496344069031976 -0.81889801022383846 -0.036650663288841138 -1.0508805959974497 0.63341532531235989 1.0384356296065838 0.17024807036627518 0.23910591795244171 1.6641389255241619 -0.26886513072715318 -0.42409528485761855 1.7319916318266231 0.40780369794118726 -1.3272407677257554 1.3441639509240562 0.82925736184687826 0.21792294209959465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 -6 -7 10 -9 -10 12 -12 13 14 24 16 -15 -17 19 22 -21 -20 23 -18 26 -19 -4 28 29 -28
right_child=2 -3 3 -5 5 6 -8 8 9 -11 11 -13 -14 15 -16 17 18 25 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010319259459632237 -0.051554841012008912 0.065279623125058348 -0.060118187392438238 0.036007293451234892 -0.10100920396236515 -0.034925234717192791 0.043089950977299014 -0.072534677661837632 0.048992358069931539 -0.057204275232566396 0.068905852455561051 -0.020328034132541584 -0.050324754721275566 0.03842953774272969 0.088134540870353162 0.011706361461602931 -0.0042443649286743107 -0.075930231522582173 0.014995413326581504 -0.044428106830380065 0.055252310471899539 -0.06099243889357784 -0.12683431170839557 -0.10046371266303322 0.065681817950686436 -0.010597826735192 -0.039493025944090071 -0.05431045760460565 0.050439184264025563 0.046822811127759399
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=1684 24 24 20 26 26 31 32 25 21 23 32 20 20 32 21 425 25 24 70 27 20 24 26 20 25 72 64 23 57 37
internal_value=0 0.0188854 -0.0243561 -0.0150095 -0.0225394 -0.25193 0.0526556 -0.00538897 -0.295366 -0.0464131 0.0119251 0.341429 -0.00433804 0.00530306 0.127091 -0.0337372 -0.196255 0.0439439 -0.28014 -0.469445 -0.0258381 -0.0445913 -0.765936 -0.472834 0.0577303 -0.270262 -0.0137613 0.0508448 0.136613 -0.0764728
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1708 1292 1268 1242 89 63 1153 69 44 1084 52 1032 1012 247 765 244 521 212 118 47 94 71 45 226 96 201 181 158 101
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 3 1 3 1 0 4 3 3 1 3 1 4 3 0 3 0 4 4 1 2 3 0 4 4 0
split_gain=0.297529 1.72576 1.6389 1.66838 2.04866 1.89974 1.39991 2.34862 2.24631 1.45388 1.9895 1.38392 1.93377 1.76904 2.22721 3.4345 1.68147 2.72743 2.5913 1.63249 2.7599 1.72482 3.66428 1.45509 1.38118 1.32591 0.853646 2.48463 0.849167 5.07175
threshold=-0.70003126273124472 -0.63398685813059552 -1.7374902192050619 1.8253877065241637 1.3797373704321698 1.226348628193185 -0.63673511094243185 0.059757997431322186 -0.51383463777474547 -0.92134327220707235 0.46227465007164165 -0.68286868175367343 -0.4923772368339786 1.4900970972928145 0.84234771063933811 -0.28465044618111573 0.046379222306304868 -1.1212332565789225 -1.16439618665675 0.23184643194286639 -0.96507081519565585 0.21542630238934282 0.70615831889490299 0.68506985129612319 0.013684352527709311 0.34989114460917242 -1.3167117643338446 -0.43176527626502847 0.56320272939424076 -0.29095994984213386
decision_type=2 2 2 2 2 2 2 2 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 24 -1 4 5 6 7 9 -8 10 -4 16 -13 14 15 -14 18 -18 -10 21 23 26 -23 -21 -2 -9 -17 -28 -3 -30
right_child=1 28 3 -5 -6 -7 8 25 11 -11 -12 12 13 -15 -16 19 17 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.061295047921335735 0.07989788633719988 -0.0021587011422975126 -0.019968934284600344 -0.058348015259303998 0.053854618472040573 -0.06413190507780317 -0.064582143014282473 0.091473263311591391 0.0016753407590519688 -0.055670491267868542 0.05910321266415406 -0.067774449021012068 -0.0857467615177398 -0.054961131117472528 0.052872941546438984 0.026878851032249559 -0.053285831897449509 0.04762356474272348 0.092437990110560961 -0.022185712400407342 -0.085384112219171832 0.10884967599191182 -0.011177645162437216 0.047086755247389825 0.0076781430269226283 0.026686381228693337 0.021627559458972677 -0.073070136423591267 0.051189015233593607 -0.0010788429335070236
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 23 1639 38 22 30 21 27 21 33 21 24 23 22 27 31 30 27 22 26 37 22 23 22 22 25 43 29 20 98 531
internal_value=0 0.0113376 -0.0385805 -0.0200231 -0.000143877 -0.0265774 -0.00404387 0.176589 -0.0626261 -0.0639542 0.0998078 -0.0240685 -0.0946102 -0.0472952 0.00703048 -0.065946 0.185306 -0.101762 0.433359 0.0186019 -0.214709 0.169504 0.498484 0.022406 0.409711 0.477962 -0.0167004 -0.183002 0.00323066 0.0685659
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2316 684 663 641 611 590 147 443 83 62 416 308 285 258 227 108 49 59 205 81 124 45 59 48 64 79 49 2268 629
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 3 3 2 3 3 4 4 0 0 4 2 2 0 1 4 1 4 2 1 2 0 1 0 2
split_gain=0.352738 3.60269 1.95835 1.37268 3.98342 2.06015 1.7247 3.33085 1.9931 2.37732 1.45585 1.44487 2.84767 2.752 3.53297 2.49506 1.42597 4.31667 1.90344 2.01558 2.03014 3.48745 3.52053 2.00833 1.6897 2.99216 2.38595 2.20782 2.24667 5.33036
threshold=-0.14519936618847087 -0.28342671697408001 -0.12349969923222037 -0.42982164255344879 -0.44968048002895761 -0.22940128780287558 1.7868989441854357 1.4468561322211029 -1.806460201693054 1.2574773302234099 0.20203281182863311 1.0344041612999024 0.85084574106470867 -0.68507637854867676 -0.98925878440344073 1.5169583460580076 -0.50267227178155072 -0.33168558922108343 -0.50254159624970429 1.6315871187710282 0.21542630238934282 -0.44429839173537161 0.57970811742402384 0.76004868155987937 -1.2888344858801541 0.12276788299746196 -1.1328004820063875 -0.85900334594270433 -0.98925878440344073 0.35574065407673627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 7 8 -1 11 -7 12 16 14 15 -13 -10 -18 19 20 24 -22 23 -23 -19 26 -26 -27 -29 -30
right_child=2 -3 -4 5 -6 10 -8 -9 9 -11 -12 13 -14 -15 -16 -17 17 18 -20 -21 21 22 -24 -25 25 27 -28 28 29 -31
leaf_value=0.055452680975021318 0.065044615162121303 -0.031494610352415554 0.001162263572678414 0.051660385263719612 -0.08440794020259007 0.025303117494485668 -0.044213220362551819 0.064619239880978549 -0.015687790029453079 -0.065366809327547792 -0.025152448076330242 0.081321783925080479 -0.060698656761787484 0.092640769387462116 -0.052074007574630404 -0.017768854781274945 0.0736541138322757 -0.046321916286553473 -0.058739701765691238 -0.058957624982446326 0.086134625464976758 0.079496720634559107 -0.057401193754247404 -0.0091484762478373401 -0.088964991053680428 0.082522384670215332 -0.0049431895892089591 0.033416054782283725 0.073309290647640024 -0.047249801487265111
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=30 22 163 1711 56 24 54 36 37 185 24 46 29 36 21 29 20 39 36 22 21 34 25 25 20 24 22 41 86 21 61
internal_value=0 -0.0265698 0.0193779 0.0169817 -0.0134845 0.19777 0.00900208 0.0274125 0.000432209 -0.018383 0.0179897 0.00185576 -0.0315072 0.243541 0.0581269 0.415166 -8.00778e-05 0.0608323 0.00142164 0.0341279 0.06864 0.316824 0.0503227 0.399796 -0.0235517 0.0358516 -0.354223 0.170438 0.090866 -0.153539
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1267 1733 1104 948 156 924 888 851 821 100 797 698 99 78 49 662 477 438 416 395 104 70 45 291 255 65 190 168 82
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=4 4 4 4 3 4 4 4 2 2 3 2 1 2 0 0 3 1 0 2 4 3 0 2 1 0 1 2 0 2
split_gain=0.309858 0.448284 1.01475 0.687251 3.19742 1.72559 1.1645 0.870288 0.537969 2.2735 3.58528 1.71874 1.80091 1.65207 1.59698 3.42482 3.71451 2.17494 3.59742 2.62771 1.56741 2.12052 2.20605 1.56266 3.1019 3.55055 1.37566 1.72188 0.86356 1.64301
threshold=2.2691810323892487 1.9701663481460339 1.8892166137401925 1.645739554632907 -0.06999963274529758 1.5881977136779937 1.4832380925728488 1.4243182351105512 1.1328714113916349 1.0425001650485135 0.071453100731127955 0.96442899392708969 0.089310200152818903 1.243230742701436 1.4410464090415125 1.0433326786375299 -1.1212332565789225 1.2714534466019407 0.46308822743503331 2.0558934454987132 0.68394017014611197 0.79914822486294679 -1.0298675790781671 0.82286198663439403 0.55408375439743829 -0.039016489075816188 -0.51383463777474547 1.1950889467043617 1.662997765389673 0.067815910695458906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 9 11 -11 23 -13 26 15 16 -15 18 19 20 21 22 -18 28 25 -25 -10 -28 -1 -30
right_child=-2 -3 -4 4 -6 -7 -8 -9 13 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0012763258190470915 -0.025640476282647345 0.024659561306375258 -0.045730362668279352 0.092182806163971356 -0.015184000785901439 -0.05937034361302377 0.039432846393937307 -0.034519926746785494 0.081757709769428838 -0.1044372473763403 0.0067431980195180432 0.077116989357358057 0.00010786456478937839 -0.073481685555195617 0.054190074841215255 -0.080935787082741253 0.02091554079582518 0.07978953266436728 0.063694687842961895 0.062394185005264717 0.028497496524006755 0.024029614282451612 -0.05910553129368399 0.045880929964059625 -0.089052282503909744 -0.050337540744083954 -0.012390806698049865 0.063463636418000971 0.0042186536805621571 -0.044282951477194354
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2076 22 33 22 20 35 22 33 33 21 25 27 26 27 26 24 23 20 20 38 21 27 28 75 33 26 36 32 21 72 56
internal_value=0 0.00197041 -0.000720084 0.00257882 0.240069 -0.00174758 0.00269 -0.00187032 0.00206265 -0.00927718 -0.445974 0.000137395 0.371788 0.0765128 0.00579533 -0.0385885 0.0330974 0.118394 0.055683 -0.0767641 -0.175305 -0.27737 -0.42737 -0.00840588 -0.274064 -0.0373047 0.353874 0.180507 0.00271049 -0.166423
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2978 2945 2923 55 2868 2846 2813 2780 2404 52 2352 53 376 302 278 255 229 209 171 150 123 95 2299 95 69 74 53 2204 128
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 1 2 1 1 1 3 2 2 1 3 2 1 4 1 1 1 4 3 4 3 4 2 2 1
split_gain=0.363359 2.45754 2.75711 5.25009 2.28323 1.9215 3.79756 4.24002 4.46133 5.67923 3.39964 3.39393 2.91915 2.7779 2.73454 1.50539 1.1063 0.965513 0.966057 0.870294 2.192 1.60199 2.82748 1.4787 1.20068 3.08446 0.93415 2.26536 0.921559 1.05142
threshold=1.0829037433129181 1.1267246214515902 -1.3023521288425044 1.3845360933787685 1.0433326786375299 1.2873114422755256 0.79150039054499122 -1.134317641934844 0.20095387292378653 -0.1210586374224812 -0.24046518993183039 0.37135814417606888 0.024958393522151189 0.059597047998502996 -0.89948057791533242 -0.4322093494803389 0.12276788299746196 2.0118078647735018 0.21542630238934282 1.4618470221818429 1.5567904836956681 1.2714534466019407 0.43632673920680959 0.010333844069600055 1.8892166137401925 0.049430395427559427 -0.19850220117335468 -0.026065030697679757 2.0558934454987132 0.9655054059527779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 17 11 7 -7 9 10 14 12 -4 -10 -9 -8 -16 19 -19 21 -21 24 23 -23 28 -26 -22 -28 29 -1
right_child=1 2 5 -5 -6 6 15 8 13 -11 -12 -13 -14 -15 16 -17 -18 18 -20 20 26 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00062150291443731527 0.070269563177075875 0.13606394580592104 0.059987688939382035 -0.0060508010663648422 -0.053244012933377133 -0.090800072415755925 0.013607017619117312 -0.041188073662889145 0.0069068476764649403 0.093161278238337572 -0.079316920295654417 -0.089773583430094117 -0.049042469505969577 -0.080032262805089668 0.074065061084392939 0.07948640317053228 0.015281885512986777 0.060767806023274917 9.3608258559550088e-05 -0.068900203062402632 -0.024234162353055339 0.033485175593728544 0.083548692502445746 -0.043223512356572048 -0.082200483461898177 0.016751933204330351 0.062512220539758995 -0.032269950836338004 0.0354546793837111 -0.017712012558887266
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2049 24 20 20 31 36 25 28 26 27 36 22 29 23 39 24 35 32 22 24 28 42 24 34 20 27 30 25 20 33 145
internal_value=0 0.056004 0.0178525 0.489314 -0.00933364 -0.0443219 0.0315419 -0.0916926 0.00714194 0.220197 -0.0313195 -0.349115 0.02442 -0.439544 0.158979 0.49467 0.414286 -0.001873 0.298586 -0.00744409 -0.184987 0.00121173 0.308937 -0.0184211 -0.00842914 -0.313256 -0.0197867 0.191911 -0.000906125 -0.00598008
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 441 417 51 2559 366 294 231 206 140 104 72 43 66 82 63 56 2523 46 2477 115 2362 78 44 2284 57 87 45 2227 2194
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=2 1 2 1 1 1 0 0 2 1 4 4 3 2 3 2 3 2 2 1 0 0 0 1 2 3 2 2 2 1
split_gain=0.354725 2.29066 0.540001 2.429 3.58065 2.19411 2.14559 3.02315 1.27559 1.36645 2.28675 2.249 3.00731 1.07109 1.77131 2.7816 2.78253 1.71347 1.7377 2.68909 1.88979 1.28437 1.23411 1.1911 1.09487 1.97277 1.84192 2.69576 2.72526 2.60966
threshold=1.9628428299531391 0.13102989375762983 1.1950889467043617 -0.3181657257065002 -0.56249488115473634 -0.1210586374224812 0.1140278330093344 -0.71912393870030533 1.3311666975454621 1.3150644352196563 -0.79202160882070249 0.55220190870018182 0.70654391574508368 1.0425001650485135 0.81465208573265679 1.0936226587371396 -0.33260768921804279 0.96442899392708969 0.82286198663439403 0.88213399578719787 -0.039016489075816188 -0.70003126273124472 0.45018452669894032 0.089310200152818903 0.4634139681032185 1.4988000988174932 0.6180089974687103 0.58437640656063106 0.55865315853353603 1.2045144409731146
decision_type=2 2 2 2 2 2 2 2 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 13 4 6 -5 7 -4 -7 10 -10 12 -12 17 15 -15 -17 18 24 20 21 -20 -22 -19 -1 26 27 28 -26 -28
right_child=1 -3 3 5 -6 8 -8 -9 9 -11 11 -13 -14 14 -16 16 -18 23 19 -21 22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0013086819085922645 0.025104972415679001 -0.055376341709964749 0.028649695695198343 0.088869338305309034 -0.094836952463564148 0.047994770007212327 0.042388389009527738 -0.091106517828696137 0.058394156740149819 0.054708721321737055 -0.08061819480764687 0.027615488892273291 0.018082163541596821 -0.060658341190065392 -0.074992527579495968 -0.040347160265405024 0.055459894769386786 0.067385773382208344 -0.018155144148712967 -0.096992556836235977 -0.079266739840429895 0.055265910836394441 -0.0085119751570210539 0.0081881966782720791 0.029763430369393974 0.071028940241334645 -0.01534345435397695 0.079176062719034365 -0.039607767720098469 0.061677978146465612
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2000 33 33 22 20 21 40 35 20 21 20 36 30 21 30 21 22 35 28 20 20 21 23 24 32 89 22 170 34 35 22
internal_value=0 -0.15652 0.00348647 0.0912561 -0.188988 0.227856 0.0377811 -0.309283 0.150024 0.0487142 -0.0451908 -0.193135 -0.434065 -0.00570764 -0.21122 -0.0761355 0.193318 0.00289663 -0.0055361 -0.269272 -0.108885 0.208119 -0.415036 0.352396 0.00607031 0.111177 0.0718962 0.242205 0.102606 -0.0655788
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 66 2934 286 98 188 77 42 168 128 108 87 57 2648 108 87 57 2540 2480 108 88 43 45 60 2372 372 350 158 124 192
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=3 1 1 1 1 4 4 0 0 4 1 3 1 0 3 4 1 1 3 3 3 3 0 0 4 4 2 1 4 4
split_gain=0.309654 2.96575 4.73686 2.54119 2.97876 3.32698 2.65513 2.28351 2.11876 2.12503 1.93568 1.48081 1.66437 1.04329 1.02838 6.49284 1.16119 2.86284 2.58117 2.44059 2.41697 2.44106 2.28211 2.72891 3.03312 2.1022 1.7584 1.40817 2.25648 1.76879
threshold=-1.2317754217683639 -1.2256332613205225 -0.82914393177668722 -0.50415439871936962 0.73862191900650542 0.02880037560919179 0.65119720253198754 0.20945589343415191 0.67334836382837027 -0.65763166816361274 1.3356525454155828 -1.1212332565789225 0.27902141198864799 0.090654386883633351 -1.0402642712151489 0.32217673819248466 -1.1967120787716552 -1.6250245901676552 -0.54736057085762913 -0.06999963274529758 -0.36045320252290891 0.33262531049808153 -1.059619695573814 0.98261681354132036 0.27293424824304729 0.10036548739098679 -0.67605460272062246 -1.0983949210811434 0.22401128164122092 2.0562299028676763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 5 8 -7 -8 9 -5 -6 12 -2 -1 15 -13 17 20 -19 -20 -16 25 -21 24 -24 -22 -23 28 -18 -29
right_child=11 2 3 4 10 6 7 -9 -10 -11 -12 14 -14 -15 16 -17 27 18 19 22 21 26 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.023374994501368516 -0.00063614665075143666 -0.085784845983771174 0.072351526780893183 -0.044764006778396648 0.069966978543697572 -0.088739042428169213 0.033609396822842384 -0.06228456305141486 0.066094207722511497 0.032807794224836352 -0.0034780317229509889 -0.025926006196047402 -0.070856162048490837 0.091636465370443176 0.067223449700669097 0.11936257372012245 0.0028670877256397071 -0.089769609127885591 0.026448117916276322 0.029020907150532901 0.0099795069904773936 -0.020399285520094394 -0.034373793213198361 0.01010638184161277 -0.1279026745573078 -0.08711703849291827 0.060229892056167258 -0.00059509295430067784 0.085377351983771277 0.051175784669839436
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 32 27 24 32 38 35 24 20 24 31 28 38 28 21 29 22 42 30 37 20 20 20 37 24 27 21 32 2163 24 30
internal_value=0 0.0617949 -0.014022 0.0739723 0.00625091 -0.142856 -0.45508 -0.111883 0.140358 -0.0659388 0.388111 -0.007211 -0.333944 0.599155 0.000224884 0.276034 -0.00603178 -0.131687 -0.303605 -0.192217 0.123321 -0.0441261 -0.354911 -0.500974 -0.730506 -0.431547 0.268579 0.00982676 0.315922 0.000935608
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 324 283 256 232 166 79 44 87 63 66 2676 60 41 2616 60 2556 297 175 145 122 93 108 88 64 41 52 2259 66 2193
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 4 2 1 0 0 4 3 3 2 3 4 3 3 3 4 4 0 0 0 2 2 4 4 2 4
split_gain=0.305605 2.91819 1.68817 1.17704 2.14251 3.39849 4.6563 2.66887 1.12425 3.25716 1.78929 1.52298 2.71318 1.67627 2.0266 1.3153 2.10044 1.1671 2.08076 1.09901 2.32162 2.31137 2.95471 2.36427 1.16674 3.54297 1.62768 3.88071 4.23509 2.91401
threshold=-0.14519936618847087 -0.28342671697408001 -0.12349969923222037 0.99881862454309822 0.32217673819248466 -0.21989578357221576 -0.26123992755758824 0.058608456847120731 -0.42982164255344879 -0.44968048002895761 -0.17019874654462208 1.7868989441854357 1.4468561322211029 -1.806460201693054 1.2574773302234099 0.81094894868529188 0.70654391574508368 0.29570493893964206 -0.42228199195839561 1.0344041612999024 0.85084574106470867 -0.68507637854867676 -0.98925878440344073 -1.2890367342104445 -0.50267227178155072 -0.33168558922108343 -0.35209318103034964 0.1900230981958568 -1.1838439101416429 0.57970811742402384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 6 -3 -8 9 11 17 12 13 -1 19 16 -12 18 -10 20 24 22 23 -21 26 -26 -15 28 -28 -29
right_child=2 3 -4 -5 -6 -7 7 -9 10 -11 15 -13 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.051326185861683062 0.061015052542517725 -0.071957754060380186 0.0010871636201620918 -0.072143193718475801 0.023928237332137548 -0.090576189451520878 0.092765008383256617 -0.014079678589953144 -0.032221662497782848 -0.077126119831852705 0.026278553830867597 -0.04191540141411447 0.058913862294814261 -0.035770788632813459 -0.06057048899488654 0.0018443731066893889 0.11024539953744308 -0.039562324580924603 0.05997931475280787 -0.0033153145160511135 -0.054910719154058291 0.084725768936141865 -0.048663245801120865 0.093173644988507595 0.067383268334187882 0.0002703566589234827 -0.020457185925072799 -0.074834514809021063 0.10577706944710337 0.025424368082066513
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=30 22 30 1711 24 34 33 20 22 21 24 35 36 37 83 24 29 21 28 22 29 36 21 29 20 39 438 21 33 25 23
internal_value=0 -0.0249081 0.0180598 -0.285316 -0.213098 -0.360811 -0.102797 0.357423 0.0145397 -0.0131904 0.178876 0.00716447 0.0245428 0.000212909 -0.0170418 0.38428 0.569996 -0.0656875 0.151869 0.00175091 -0.0274048 0.214083 0.0437673 0.373587 0.00110446 0.0567046 -0.140677 0.0392106 0.477847 -0.348885
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1267 1733 163 139 105 72 42 1104 948 156 924 888 851 821 85 56 71 43 797 698 99 78 49 662 477 185 102 46 56
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=1 1 1 2 3 1 3 3 3 3 3 3 0 2 4 4 4 1 1 1 2 3 0 4 1 0 3 2 3 0
split_gain=0.303453 3.02967 2.94628 4.32766 2.04961 1.93848 1.382 1.96631 2.43851 2.38778 2.20582 4.6107 3.66885 2.09366 2.36152 2.7089 1.81986 2.3821 4.82468 2.15414 2.06911 3.12013 3.85539 4.6743 2.57011 1.81544 1.70694 1.6451 1.57 1.91919
threshold=-0.28465044618111573 -0.30110391196176373 -0.21634807566062375 0.62734634732205208 0.17860242735573764 -0.1968812089274137 2.0549493025756242 0.33262531049808153 0.28335006463243539 0.23820228949812522 -0.10026059310996908 -0.034412540582714861 1.2165988084106634 0.57610974068949405 0.18180009656731402 0.89887018969219246 1.3933943304545873 0.1790122468679459 0.24947663869874923 0.64941831165539299 -0.46255113440818502 -0.34932696793636664 0.67334836382837027 -0.76506850717355468 0.027572407255178854 -0.050181063826062779 -0.76136276063533259 0.62734634732205208 0.51288267805676968 0.66546278725539054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 8 9 10 16 -12 13 14 -13 -16 17 20 -19 -18 24 22 23 -22 26 27 -7 -25 -9 -30
right_child=2 -3 5 -5 -6 6 -8 28 -10 -11 11 12 -14 -15 15 -17 19 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.001076552215529564 -0.025665151483179563 -0.076021606255164811 -0.058548713923036413 0.12297769143471876 0.058920560240578373 -0.0015590496799101059 0.04213577177994958 -0.03305203427544405 0.058790462463852916 -0.052955129744583135 0.093743770297498502 -0.010262747125103763 0.085724678989775233 -0.03872144413161837 0.092376989810274659 -0.0059503103780299818 0.00071215766774514492 -0.090121002572582237 -0.0053374535694301201 0.088695462124565902 0.076415016924185231 0.078002614736808196 0.070392491836365284 0.026933586608426315 0.030685976807923079 -0.090433698887617764 -0.085446960405401423 -0.058841823176806987 0.0026811725768010023 -0.027281761974612379
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=1140 29 24 24 21 22 20 35 104 37 32 36 71 26 46 28 23 29 31 488 23 20 40 33 20 32 21 22 20 378 125
internal_value=0 -0.0265195 0.0168942 0.430666 0.102993 -0.00016566 0.00809618 -0.000363997 0.0527001 0.0344129 0.0519871 0.233971 0.107512 -0.00387766 0.138915 0.489741 0.000107569 -0.0256903 -0.104851 0.388118 0.150831 0.289024 0.109973 -0.139619 -0.132852 -0.422061 -0.470929 -0.152249 -0.096028 -0.0475816
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1164 1836 72 51 1764 1740 1705 1098 1061 1029 230 194 168 122 51 799 747 519 52 228 154 114 81 74 61 42 40 607 503
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=3 3 4 2 4 2 3 4 4 3 1 0 3 3 2 1 4 4 1 4 0 4 3 3 0 1 1 2 2 0
split_gain=0.298458 1.98839 2.00045 2.89455 2.42909 3.13242 1.50172 0.506113 0.424596 3.89759 3.11485 4.27429 2.45439 2.8425 2.91345 2.0123 1.85651 1.03099 3.91382 1.30252 3.66548 3.21436 2.80252 6.35805 2.8388 1.87055 3.23767 6.47774 3.62248 1.73569
threshold=1.6079227682863277 1.6919170352412829 -0.6353268199996448 -0.9605270907564819 1.0188770736846819 0.56756395366637591 1.5515019821301628 2.1375151656965117 1.2444854399787291 -0.26684354687927531 0.19133609659974871 -0.13316110517466798 -0.050556646538471445 0.11630320351148543 -0.45308106477859228 -0.25685685735838071 1.2010005340643535 1.0571354222138087 -0.1664066239167061 0.62871540391625091 -1.1328004820063875 0.59615783190849736 -0.72367313630847496 -0.97322398754989148 -0.16048898486997523 -1.0601754905104948 -0.043114863540708072 -0.061465625145834653 0.035034276353102779 0.21792294209959465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 7 8 16 10 11 -10 -11 -14 -15 -16 17 19 -19 21 -21 -1 23 29 -24 -26 27 -27 -28 -22
right_child=1 2 3 4 -6 -7 -8 -9 9 12 -12 -13 13 14 15 -17 -18 18 -20 20 22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00045682490566572545 -0.054451609296511376 0.046059483574416443 0.05561881101550608 -0.097921866675947822 0.028571930692768057 0.0056483026290253422 0.054349145787649301 0.02910315274170704 0.054138035260119045 -0.094599567781932264 0.069745816878889783 -0.059793511310941461 0.049558889789422411 -0.10389309682663128 0.02606706063511105 -0.047560052346279968 0.051197429098762619 0.028019697090753228 -0.074391408500975198 -0.043439315378165505 0.057443086482594767 -0.078720533217228217 0.072118320549724363 -0.11064456080380519 0.066383067325530287 -0.12201348365163929 0.085669647800937193 0.026843224196654431 -0.0039732844333260717 -0.013510827080120236
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2076 33 36 22 31 22 21 22 29 29 23 40 31 21 23 30 38 32 31 36 46 31 23 61 21 31 20 35 31 45 30
internal_value=0 -0.087001 0.0300464 -0.1271 -0.322671 -0.559756 0.0052129 0.000862665 -0.00187905 -0.0886474 0.231458 -0.0733981 -0.323866 -0.19165 -0.359725 -0.142787 0.00588566 -0.00045602 -0.259425 0.0065126 0.124783 -0.0132836 0.206962 -0.12449 0.328541 0.186447 0.0815702 -0.316544 0.347065 0.222433
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 165 132 96 74 52 2835 2813 2784 235 100 60 135 112 91 68 2549 2517 67 2450 351 2099 305 82 223 162 131 51 80 61
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 3 3 0 2 4 2 4 3 1 0 3 0 0 4 1 0 3 1 4 4 0 4 4 4
split_gain=0.333566 1.93695 5.5886 3.27228 2.30568 1.67966 2.49447 3.78174 5.44297 3.41469 3.48621 1.40351 1.3196 1.55965 1.33799 1.46601 3.79708 3.08399 4.34352 1.52635 1.3142 3.24663 3.39239 1.77006 5.38072 4.42561 5.18885 1.49513 3.27834 1.98131
threshold=-0.10023400090133126 0.0067037010826902221 0.3859869787418822 -0.031725842778198114 -0.28526384280511657 -0.28342671697408001 -0.90894743257030408 -0.32419020230829571 -0.1958811061848614 -0.073021148874211253 -0.079899805636104174 -0.18318198033875011 -1.752404876220921 -0.33260768921804279 -2.0593909657550911 0.065863766680646016 -1.0000000180025095e-35 0.13319093243838762 0.168193463043769 0.68394017014611197 -1.3023521288425044 0.37270458328981831 -0.45382501246067103 -0.89948057791533242 0.48554441329531056 -0.16390804692230679 0.80028283608287154 0.7471251733709503 1.1722456130751813 0.99881862454309822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -7 -8 11 -10 -11 -9 13 -3 -14 16 -16 19 -19 -17 21 -20 -23 24 25 26 -22 -25 29 -29
right_child=1 12 -4 -5 -6 6 7 8 9 10 -12 -13 14 -15 15 17 -18 18 20 -21 23 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.00096419497287136857 0.080287591956724955 -0.078267999341187833 0.089900088946161305 -0.063220222608296503 -0.00955582951105826 -0.065074125099916849 0.051275902505834851 -0.038314475418291 -0.038537069328664637 0.10841275816163987 -0.0021404190747385701 -0.10260916501826123 -0.051495946155304867 -0.0068278936214673973 0.02752523976011427 0.024141141815105488 -0.075094490799838265 -0.070037345727289535 -0.048506696894842764 0.094495304427351323 0.048044043907856993 0.10038226148141788 0.012797420555820772 0.0082928946421021825 0.039515888933840199 -0.11467654093768243 -0.08705480219426226 -0.019424047903140201 0.011565120561165002 -0.081770173105384938
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=1104 20 20 43 27 32 42 38 28 37 23 29 32 22 41 29 35 35 35 22 22 26 31 57 825 42 32 24 77 138 32
internal_value=0 0.0197526 0.274376 -0.0486261 0.258483 -0.024982 -0.188461 -0.0844197 -0.234 0.0950187 0.446344 -0.722629 -0.000249937 -0.302651 0.0121257 0.0196194 -0.290518 0.0337722 0.0134702 0.509339 0.0333326 0.257606 0.439586 0.013672 -0.224563 -0.534647 -0.147239 0.0407857 -0.103416 -0.372374
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1667 122 79 52 1333 229 187 149 89 52 60 1545 61 1484 1462 64 1398 1341 57 1306 110 88 1196 124 82 50 1072 247 109
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 4 3 3 0 4 1 0 0 1 3 3 0 2 1 0 1 4 4 1 1 4 3 4 4 1
split_gain=0.303684 0.557348 2.80882 1.1315 0.772846 2.1566 1.76476 0.929977 0.802001 1.32516 0.649003 3.04643 1.28075 2.29415 2.79092 2.77405 1.79902 3.38333 1.59814 1.50457 1.15138 2.87997 2.3059 0.803311 1.63654 1.37301 0.979068 2.06921 1.79421 2.09641
threshold=-2.4246247741413431 -1.9549470763706565 0.23816124998544497 -1.8332507560975577 -1.5852352449854712 -0.48431771597590828 -1.5165963258759956 -1.4180022210331116 2.0585146011339961 -0.23523995060554853 -1.2399610812564787 1.1267246214515902 -1.1328004820063875 -1.6250245901676552 0.10647604837566087 -0.37788504332452416 0.348291379484643 0.59364454610221007 -1.8327523498840261 0.23290527768724142 -1.0983949210811434 0.68394017014611197 -0.16390804692230679 -1.0186712159059474 -0.99133445229540296 0.18180009656731402 -1.090630635027354 -0.74126994285246195 -0.12312389949666021 -0.19117206099014844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 -8 10 -10 11 12 -9 16 15 -15 17 18 -14 -16 21 22 -12 25 -25 -22 27 -26 -29 -30
right_child=1 3 -4 4 6 -7 7 8 9 -11 20 -13 13 14 19 -17 -18 -19 -20 -21 23 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.02406993245875623 0.056039206803652514 -0.038102968824610124 -0.038310434312142434 0.073531980120186552 -0.058396823543705928 -0.0085876316077527978 0.034125764321356382 0.019008349195744775 -0.053876171613570605 0.011174125803060228 0.034248552107665642 0.050399684087813382 0.032935427753177635 -0.045505043953559657 -0.11003251779357502 0.044441698209539249 -0.041371572811226776 0.10283278119881466 -0.0468266710768101 -0.041297682063235315 0.010714715996282332 0.094622798240463421 -0.04813378615406675 0.058026732929169073 -0.064117468270448522 -0.062487846638258786 0.0016505264406467745 0.040065386431695237 0.037684128593984956 -0.041267536408131807
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 38 36 22 24 24 36 36 39 32 26 42 37 22 44 30 23 29 20 22 28 22 23 24 22 33 23 2112 31 21 55
internal_value=0 0.00200232 0.203743 -0.00211824 0.00242663 0.240513 -0.00257305 0.0022003 -0.00214839 -0.250924 0.00302842 -0.0924129 -0.172478 -0.235282 -0.42331 -0.128248 0.0192166 0.223212 -0.0802886 -0.766374 0.0141752 0.254993 0.0375105 0.00542246 0.0109233 -0.271634 0.00536166 -0.166296 -0.0266427 -0.200798
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 60 2916 2880 60 2820 2796 2760 58 2702 294 257 218 125 67 93 64 44 58 2408 89 66 2319 2274 45 2252 140 107 76
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=4 3 4 3 0 0 3 3 3 0 3 2 1 0 0 1 3 4 3 0 0 2 2 0 4 3 3 1 1 1
split_gain=0.305168 0.326899 1.11334 0.894688 0.486742 1.11469 0.415015 0.368455 1.04689 0.823117 0.651181 1.75627 0.407534 3.12343 3.21686 2.77241 3.26827 2.73048 2.85621 1.89547 2.4502 2.42938 4.7791 2.96543 3.73419 1.78612 1.76262 1.34193 2.86995 2.36271
threshold=2.2691810323892487 2.1451642539784346 0.3493001345585009 1.9657563743856741 2.233632120731095 2.0585146011339961 -0.034412540582714861 1.7868989441854357 1.6641389255241619 -0.24255936629042138 1.5260339352896994 -0.26123992755758824 0.9655054059527779 1.4817512984797994 1.0433326786375299 1.0598857836080067 1.0000000180025095e-35 -1.3272407677257554 -0.98835385691780642 0.77688962375381732 0.348291379484643 0.32655310967995893 1.0936226587371396 -0.42375783101953102 0.11127062187848416 0.38106061315822687 -1.5491514142868399 0.89558278513215528 0.86636195606311384 0.835458689098031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -6 8 10 -9 12 -12 27 14 15 16 -14 -17 26 20 21 23 -23 24 -20 -25 -19 28 29 -1
right_child=-2 2 -4 -5 6 -7 -8 9 -10 -11 11 -13 13 -15 -16 17 -18 18 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028825523699062164 -0.026006422311218459 0.050859203962702416 -0.016561623827179846 -0.04277800810983283 0.043779138854285235 -0.048682176159738189 0.0013276386455592438 -0.010818053836553121 -0.037369292354277314 0.048814019015277169 -0.018837339281528125 0.057425483434879625 -0.098884309371683021 0.06630410851246217 -0.085593160281718872 -0.052439028667479931 0.0070079721028675802 0.020574358465502311 -0.069487663165332933 0.053100166350303395 -0.052523354784074994 -0.075473974064517529 0.043630002268556616 0.1028961847973521 0.047342352594304395 0.020678167623693657 0.11115311653266607 0.033180309673789536 -0.075087161433255986 0.068361693487135874
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2214 22 22 21 22 21 22 21 20 33 23 24 29 27 26 25 35 23 21 24 26 41 36 26 25 28 23 20 55 22 23
internal_value=0 0.001871 0.183088 -0.000821101 0.00235259 -0.0009021 0.230536 0.00264795 -0.00025417 0.200562 0.00417999 0.232826 -0.000378219 -0.0623985 -0.110065 -0.0591797 -0.507399 0.0187765 0.0931518 0.0027502 -0.0678743 0.0516679 -0.272882 0.262354 -0.102725 0.639392 0.624613 0.0103483 0.00235512 0.00983208
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2978 43 2935 2913 2871 42 2849 2806 43 2773 53 2720 406 380 355 50 305 270 229 203 162 62 100 52 48 41 2314 2259 2237
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=2 3 3 3 4 3 4 2 2 0 3 3 3 1 2 1 1 4 2 2 4 4 0 4 1 2 1 0 2 2
split_gain=0.288289 1.36428 2.43488 3.27213 1.73087 2.05788 2.11884 2.83009 1.10655 1.8779 3.57598 2.55735 2.03861 1.03742 0.919333 1.52123 4.467 1.53246 1.47341 1.45333 2.23829 2.64927 1.66182 1.15305 1.15282 1.14849 5.55738 1.10431 0.822943 3.069
threshold=1.5066215513302528 1.0064577941963815 0.66315261176057105 0.30458438434983753 0.83156016667584265 -0.089317870336848793 -0.5943939189177202 1.8651372681183704 1.1950889467043617 0.5323848888381485 0.37135814417606888 -0.061058339116983405 0.26871381122727289 -1.0000000180025095e-35 1.0425001650485135 0.170222836169271 -0.47447449201145836 0.48554441329531056 0.96442899392708969 0.82286198663439403 0.92366514164674207 0.56320272939424076 -0.38902575798083222 -0.70000859813440131 0.20095387292378653 0.74539907357942325 -0.28465044618111573 -0.01774564635463911 0.6180089974687103 0.58437640656063106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -8 14 10 11 -10 -11 -12 18 16 -16 -17 19 25 21 22 -21 -20 -25 28 -27 -28 29 -1
right_child=1 -3 -4 -5 -6 -7 7 -9 9 12 13 -13 -14 -15 15 17 -18 -19 23 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0002224932804339931 0.018562932262746627 -0.051998772959451628 0.06555085414288557 -0.086815352558797534 0.056037195716447524 0.049982256459352246 -0.12077248001654334 -0.0083757108189294726 -0.002097772125634305 0.093585254955814559 0.01951021495827953 -0.093283243037496064 0.008239983994280475 0.083441460452512231 0.017462257685125913 0.044286234616643647 -0.098778984511843596 -0.031929368846508564 -0.0090941055692658739 0.02058650781660909 -0.085465042218649548 0.058458596423664425 -0.053410219536784244 0.089839339786165609 0.018602345981417735 -0.04578398608911563 0.037632979827015176 0.10543634836408121 -0.016377944133614934 0.065049530204028871
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2132 27 28 23 23 22 20 20 24 47 26 28 20 24 20 30 25 31 22 20 20 23 20 45 20 20 28 20 24 132 36
internal_value=0 -0.0820223 -0.00445824 -0.112593 0.0351369 -0.0992558 -0.275189 -0.57984 0.00534794 0.175297 0.0224919 -0.296153 0.515477 0.472673 -0.00493279 -0.197402 -0.423446 0.0850422 0.00306538 -0.00480234 -0.248906 -0.0908072 -0.302441 0.32968 0.532937 0.0058315 0.269427 0.745971 -0.00228944 0.00750138
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 187 159 136 113 91 71 44 2813 165 115 67 50 48 2648 108 61 47 2540 2480 108 85 65 60 40 2372 72 44 2300 2168
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 0 2 3 4 0 0 4 4 0 1 3 3 2 1 2 1 2 4 2 0 3 4 4 4
split_gain=0.268464 2.10883 2.11961 0.535613 0.534217 5.30299 2.33098 1.97894 2.92886 1.28276 3.0026 5.98756 3.43006 2.82536 2.578 4.24352 2.07264 2.26211 4.47178 3.95329 3.84094 2.88523 5.51653 2.36828 2.17604 1.93968 2.53688 3.63727 2.15096 1.88051
threshold=1.9628428299531391 0.348291379484643 0.1790122468679459 -2.4332935862307403 0.42044155128679256 0.48396730779258196 0.46308822743503331 1.1950889467043617 0.26871381122727289 -0.47278098892519133 0.13319093243838762 0.168193463043769 -0.20508283269848435 0.10036548739098679 0.348291379484643 -0.62673653377217342 1.4988000988174932 -0.66691812400211115 0.98474924801934793 -0.88368270359856327 -0.019852066627570667 -0.39890776850745219 0.079629613209623459 -1.0395952218378788 -0.19720364896035728 1.0000000180025095e-35 0.87179697595610983 -0.7505051864552853 -0.96320589153901037 0.52133322669235727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 9 6 -6 -7 -9 16 -11 -12 -13 -14 15 -15 17 18 19 -5 24 -21 23 -23 -19 26 27 -22 -27 -17
right_child=1 -3 -4 4 5 7 -8 8 -10 10 11 12 13 14 -16 29 -18 20 -20 21 25 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.032017408611494658 0.067830439777125967 -0.062633340106766522 -0.03164303883238935 0.12858252067049047 0.031781224019335856 -0.0025796416856453176 0.11166919534221985 0.069223791684216204 -0.0096479997179542316 -0.00048606926231689824 -0.11427273314286934 -0.081717569263605294 0.042658033161815427 -0.065167898688554146 -0.068230782850743507 0.077274443576365801 0.052980804305597456 -0.016731161917033759 -0.056406671479810211 -0.038104221298040503 0.03615113849252944 -0.031262618711843534 0.13735657778999058 0.051912760302842413 -0.079875661300811279 0.0081259792530200131 -0.066018584308770362 -0.037755022328420686 0.10290466308049383 0.0027343147049026769
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=23 20 25 21 20 45 889 24 45 41 1026 29 28 44 31 35 22 41 176 27 24 103 29 23 33 27 22 21 43 21 42
internal_value=0 -0.137049 0.171369 0.00301744 0.00553477 0.0434788 0.599272 0.00315861 0.312928 -0.0160175 -0.0545472 -0.269535 -0.139587 -0.0293779 -0.186226 -0.00943614 0.0638948 0.0310708 0.251798 0.413138 -0.0498756 0.253423 0.443098 0.121883 -0.253438 0.153811 0.0492889 0.146652 0.554592 0.295447
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 66 41 2934 2911 1044 69 975 86 1867 1257 231 202 174 130 95 610 569 156 129 413 109 85 62 203 210 167 146 43 64
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=2 4 4 0 0 0 2 0 4 4 2 2 0 3 4 4 4 3 0 0 2 2 3 0 4 4 3 2 4 1
split_gain=0.258686 1.45302 1.96253 3.97456 2.34427 1.81818 1.57824 5.43203 3.08283 1.66299 1.53764 1.43302 1.21576 2.03892 1.34853 1.84411 1.80091 1.19639 2.6239 2.70632 2.54078 3.38914 2.19237 2.09207 2.01259 3.786 4.65381 4.57503 2.81293 2.73985
threshold=-0.14702208543210635 0.92366514164674207 0.76245506970541477 -0.32962156417914373 0.37270458328981831 1.4273357193283076 -0.043335893279468282 0.87097024060142769 -0.70000859813440131 0.28325874152405633 -0.010614333438784799 0.035034276353102779 1.762343290306037 -0.63599282978359994 -2.0559494634590085 -1.7293845022891365 -1.5506343163096019 -0.11902053946850584 -1.5217446894079061 -0.091888036125702496 0.21620726896597017 0.35574065407673627 -0.034412540582714861 -0.29095994984213386 -0.39304168164666287 0.25783699915560782 0.72717321560233994 0.66677450538116345 -0.47278098892519133 0.835458689098031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -3 7 8 -2 -10 -8 -12 14 -14 -13 -16 -17 18 -18 23 -21 -22 -19 -20 28 26 -26 -28 29 -24
right_child=1 5 3 4 -6 -7 10 -9 9 -11 11 12 13 -15 15 16 17 22 19 20 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0022337760647037339 0.0060711210057459363 -0.022611463700579225 -0.031756120621136773 0.10871344365626552 0.025002795891267887 0.0313086322002082 0.03898519500044495 0.061990254875068262 -0.12402442378234213 -0.045164936443853478 -0.041536585702070028 0.04900435361721641 0.024542220644274471 -0.061010926079949061 -0.047182385331317231 0.059418131177974287 0.057459995964370084 0.069683016114312962 -0.01978417179700092 0.051713532095867543 -0.085460319865976131 0.0032451617088566573 0.010173543153625671 -0.079755534607818035 0.064752552879316833 -0.011506520485865765 0.054865597534621217 -0.051608779022941233 -0.083802319873027567 -0.052422858061759392
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=1308 23 240 30 26 33 32 45 22 24 21 37 27 20 37 35 27 29 26 153 41 20 192 160 32 105 126 31 40 20 38
internal_value=0 -0.0172283 0.00957527 0.310605 0.622698 -0.161228 -0.0109659 -0.273727 -0.560109 -0.869034 0.00925014 -0.00539377 0.00776358 -0.301863 0.0230182 0.0112477 0.0272014 0.0134887 -0.0651719 -0.104517 0.0363469 -0.056215 0.0807383 -0.300163 0.0515524 0.161501 0.361322 -0.0475165 -0.10569 -0.025506
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1692 1420 89 59 272 1331 90 68 45 1241 1196 1159 57 1102 1075 1040 1013 467 438 253 212 546 185 520 302 176 71 218 198
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=0 0 3 2 0 2 4 0 2 4 0 4 1 2 2 2 3 2 4 4 2 3 4 2 2 4 3 1 2 0
split_gain=0.258398 5.71898 3.26266 1.92118 1.83411 1.41951 3.39209 3.46763 3.15381 2.23497 2.95936 2.86833 2.19446 2.16521 2.01702 2.46512 3.13001 1.9475 1.67499 2.16216 4.27398 1.63701 1.42426 1.26478 1.13103 1.06752 0.889011 2.14192 2.90722 1.25174
threshold=0.81174089483766354 0.83633701406882344 -1.6690532309041657 1.6021176161998347 0.79214707447734078 -0.56444866422510265 -0.82221866181150582 0.96185131913738731 -0.061465625145834653 -0.79202160882070249 1.0829037433129181 0.47041361564176676 0.020223206204302461 0.13327250010230179 0.24789093937052215 0.48830450471577075 0.12431380370625307 -1.2807978407983487 -0.34051114819901557 1.2010005340643535 0.66677450538116345 0.20203281182863311 0.21542630238934282 0.05169582154250086 2.0558934454987132 0.53714600152122327 -1.7021911714480069 -0.69709072610845357 -0.16609956628253766 0.42044155128679256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 24 6 -4 -8 9 -7 -11 12 -12 23 -15 16 -16 -9 21 20 -20 -17 -19 -10 26 -22 27 -1 -29 -28
right_child=1 2 3 -5 -6 8 7 17 13 10 11 -13 -14 14 15 18 -18 22 19 -21 25 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.074015668545718435 -0.10454945371017162 0.066503262871773494 -0.072290629032466927 -0.06035000968541563 0.058483920831192651 0.092022591566300493 0.08074523757117652 0.026209177148956649 -0.010911178708863774 -0.030172499372046455 -0.037758590874787543 0.10425628118909805 0.058343988457176088 0.05884377050544605 0.0025812042465144188 0.066553558233629156 -0.10326669694971352 -0.0034899494884049562 0.047644078312581453 0.051624208282649721 -0.075861767940700542 0.0024059121880627785 -0.065615808594941011 -0.079902956887732329 0.039726435739941224 -0.017932188935210924 -0.0014682637734818088 -0.041638200321456084 0.037252336319417607 0.012104078891348376
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=27 24 32 38 28 24 24 20 33 22 33 20 24 22 25 26 36 23 29 26 21 39 39 37 25 34 23 1809 43 41 353
internal_value=0 -0.0366087 0.00145541 -0.0328058 0.0106273 -0.00813685 -0.179956 -0.00226484 0.0550219 0.337284 0.200346 0.460328 0.13052 -0.0617943 0.0156168 -0.0461783 -0.459913 -0.16393 0.0696649 -0.09644 -0.242395 0.320618 -0.370954 -0.475244 0.00449461 -0.546881 -0.00109328 -0.188399 -0.0275624 0.00824791
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 669 645 613 2331 585 157 119 428 123 99 66 42 305 258 233 49 99 184 109 88 75 66 47 2307 62 2273 111 84 2162
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=0 0 0 1 3 2 3 2 4 1 3 1 1 2 2 3 2 4 4 0 2 3 3 4 4 3 2 4 4 2
split_gain=0.27746 1.30029 1.03054 1.43784 1.05719 1.85869 3.19786 0.373529 1.83674 2.42682 2.62302 1.4948 2.299 1.07107 1.62181 1.05988 0.691476 0.689553 3.05182 3.13205 2.01237 1.99515 3.09291 2.27989 3.5301 2.78709 3.97276 1.81598 1.63346 5.05427
threshold=1.662997765389673 1.5849530200692274 1.7108131486520113 -0.79586840799144409 -0.53782504402699527 0.067815910695458906 0.4844119035173865 1.5066215513302528 -0.13456653493721052 -0.41472518041248624 0.12431380370625307 -0.21634807566062375 0.48907312899009719 1.4164916918271244 1.3694119875709123 0.36300503384878319 1.3311666975454621 -0.5943939189177202 -0.65763166816361274 -0.21875033963248211 -1.806460201693054 1.4988000988174932 1.2430708362080811 -0.7505051864552853 -0.77809345628185234 -0.56915263424458484 -0.090583850929448276 -1.0659726487365127 -0.39304168164666287 -1.2122861955568911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 -5 -6 -7 13 9 -9 -11 -10 -13 14 16 -15 17 18 20 -20 -1 22 23 24 -22 -25 -27 -23 29 -19
right_child=2 -3 3 4 5 6 -8 8 11 10 -12 12 -14 15 -16 -17 -18 28 19 -21 21 27 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.061127480390725811 -0.053261350047653477 0.043709510494340575 -0.041119399001791949 -0.02005338429326466 0.067288577741695429 0.051626699088490782 -0.055195293930139423 -0.087084286489753929 0.050423727130053712 -0.058161476521737032 0.033126821768604681 -0.053212616826069738 0.032341762807144479 0.0006232860732150611 -0.061109785034026559 0.068513358045407549 0.039214667118549061 0.074753213200252772 -0.0079052177554000784 0.10178201287717255 0.0051491404740459969 0.0054218834301625832 -0.079139043298097747 0.027720944695134222 0.090085073104599636 -0.12378429430090471 0.0029504153550461206 0.096167182575858365 0.00020727638573819936 -0.033701729745545285
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=22 22 33 36 38 28 25 27 30 31 26 33 27 30 21 20 20 21 22 20 30 482 20 20 23 22 22 21 21 1648 159
internal_value=0 0.00508917 -0.0832134 -0.0224047 0.0889335 0.230372 -0.0117742 0.000318315 -0.0963917 -0.322971 -0.0811522 0.119575 -0.0826357 0.006508 0.00111349 0.345057 0.00570254 0.00257964 0.059162 0.572225 0.0210793 0.0429661 0.0121298 0.0413538 0.0903471 -0.324797 -0.633468 0.503357 -0.0188615 -0.208164
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2824 176 154 118 80 52 2791 177 89 59 88 57 2614 2573 41 2553 2532 703 50 653 631 590 570 504 66 43 41 1829 181
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=3 3 0 2 2 3 0 0 3 4 4 1 2 2 1 4 2 4 3 1 2 1 2 4 2 2 3 0 4 0
split_gain=0.280327 1.61907 1.40154 1.87756 3.63227 1.21855 0.550154 4.86765 2.93541 1.49924 4.78154 2.26557 3.5188 6.13774 2.36405 2.47138 1.49524 1.64257 1.47759 1.88542 2.87845 2.20705 6.02728 5.23506 4.81917 5.54339 2.48708 1.76761 1.73874 1.45102
threshold=1.6079227682863277 1.6919170352412829 0.77688962375381732 -0.58714119886620675 0.6180089974687103 1.5515019821301628 0.81174089483766354 0.83633701406882344 -1.6690532309041657 -0.70000859813440131 -0.50449675576634856 0.73862191900650542 -0.56444866422510265 0.013684352527709311 -0.57728046684691858 -1.224820232329918 -1.3214217402497552 1.645739554632907 0.73690489842649709 0.74914466773179145 -0.15655990538262118 -0.069083847098977191 0.059597047998502996 -0.088119906304806719 -0.15655990538262118 0.36792339504669386 -0.36927531081421544 1.4410464090415125 -0.29421802464271235 0.79214707447734078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 29 -8 -9 11 -11 12 -10 -14 -15 -16 -12 18 19 21 -21 23 -23 28 -25 -26 -24 -20 -18 -1
right_child=1 2 -4 4 -6 -7 7 8 9 10 16 -13 13 14 15 -17 17 -19 27 20 -22 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=0.0011466504711525052 -0.050064937181239902 0.02584020091822524 0.039150437386608866 -0.082549434020397217 0.023821594685904352 0.049439926931927412 -0.1059527315167786 0.061161325394846582 -0.092994006998556311 0.085816890541410618 0.041257631774053102 0.033717723689512098 0.079008524649950673 0.017887819301538484 -0.015690798754671571 -0.11813660619456537 -0.034391887196670121 0.052277573133208202 -0.072229029453604043 -0.091041823146963186 0.00082929268058590201 0.0972406507768971 -0.073821798964342142 -0.050180379590733792 0.11591487737249098 -0.010653552067629579 0.021966266021420218 0.00080997193638705919 -0.11846311243767271 0.056606747687358364
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2163 33 39 34 32 27 22 21 32 34 28 30 25 24 20 20 26 24 20 35 27 37 34 21 33 28 33 30 27 20 21
internal_value=0 -0.0851811 0.0217689 -0.109044 -0.347765 0.00502904 0.00108114 -0.0545404 -0.0195621 -0.054317 0.00893197 -0.241211 -0.363354 -0.128797 -0.485504 -0.74929 -0.0504847 -0.0869444 -0.119758 -0.0563081 -0.38142 0.0339305 0.301406 -0.130101 0.149432 0.497207 -0.168335 -0.418672 -0.730709 0.0168896
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 165 132 98 59 2835 2813 629 608 576 427 149 124 90 66 46 399 369 349 287 64 223 85 138 94 61 51 62 44 2184
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=3 3 1 2 2 2 2 0 2 3 1 4 0 0 2 0 2 1 3 1 1 0 0 1 3 3 0 0 4 2
split_gain=0.288977 2.09183 4.09882 2.7497 2.40126 5.54225 2.90755 3.88337 1.86571 1.85773 1.67105 1.99362 2.52813 3.63409 2.14449 2.02713 1.99336 1.68077 1.516 1.35599 1.34252 1.25633 2.76709 3.01304 1.89554 1.14821 0.793819 1.85843 1.07413 2.28165
threshold=0.79914822486294679 0.94681637782153594 -0.49347070700710832 -1.590676032222238 -0.1745446522013118 -0.27831981254245514 -0.59876851466265513 0.46308822743503331 0.31883690668803905 1.0186549335221584 0.85206804150952331 -0.53270207695428162 -0.34086378856580252 0.60306607273419677 0.54361696442090979 1.0738656480762214 0.66677450538116345 -0.069083847098977191 0.75172436571631851 -0.17254467387166003 1.5567904836956681 -0.84849897837498867 0.14429475329772859 -1.0000000180025095e-35 1.280404352089086 0.87179697595610983 2.233632120731095 2.008973555188589 -1.5184918515359784 -0.98954499743265167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 -3 5 6 21 19 25 -6 11 17 14 16 -13 -15 -14 -11 26 -8 -12 -5 23 -23 -24 -4 27 28 29 -1
right_child=1 3 8 4 9 -7 7 -9 -10 10 20 12 13 15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.074325353146977496 -0.035266050979282045 -0.062636755060982652 0.05162566649983516 -0.010087476858460103 -0.065372287362061507 0.1169898129296936 -0.028825915276098121 0.044082888366675455 0.016112958057324416 0.0080653548520142528 -0.062711399613447016 -0.015290255089273683 -0.032473993817100859 0.058643372230160064 0.078804827033836081 -0.034463237304114998 -0.11971193021046332 0.085270647378703421 -0.044418699511952695 -0.10520456936057676 0.005820307698704421 0.12486372644146795 -0.039376832266530132 0.022179963697133865 0.041204509181114415 0.11805011202486622 0.030121105019898564 -0.060470138716878646 -0.0015313898906612073 0.0051667516082118878
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=25 31 31 23 34 27 22 20 21 32 34 35 21 26 22 22 20 20 23 36 21 20 25 25 28 27 22 39 25 2113 130
internal_value=0 0.0403455 0.309252 -0.0149616 0.02359 0.184901 0.0726541 -0.306769 0.567338 -0.112059 -0.0545242 0.0414734 -0.0959802 -0.298105 0.323645 0.155471 -0.696379 0.390614 -0.0106899 -0.679397 -0.377555 0.242946 0.360592 0.70975 0.0181284 0.833404 -0.00403333 -0.00905943 -0.00293013 0.169217
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 632 108 524 493 223 201 62 77 270 243 188 131 88 43 42 46 57 2368 41 55 139 105 53 52 45 2332 2293 2268 155
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=4 4 0 1 0 1 2 2 4 3 0 3 4 4 4 4 2 4 3 3 1 0 0 4 4 3 3 2 4 4
split_gain=0.274959 1.9229 1.52708 1.95475 4.19801 3.02635 3.31831 3.48328 2.88462 2.45678 2.67693 2.49609 2.15379 0.880952 0.95082 3.87413 2.90198 1.74242 2.92328 3.57098 1.47609 1.01496 0.722179 0.652764 4.53168 4.4912 4.17012 2.7288 2.60586 4.40732
threshold=-1.2755083445174062 -1.224820232329918 -1.4729741358865194 -0.1210586374224812 0.79214707447734078 1.0468516698839119 -0.89409689484379273 -0.14702208543210635 -1.6561690905295763 -0.52400183292601388 -0.59453384098832573 0.17860242735573764 -1.752404876220921 -1.1915970014470856 -1.0659726487365127 -1.0395952218378788 0.6180089974687103 -0.89611066608690015 0.69484865391234796 0.071453100731127955 0.44306727327115064 0.23290527768724142 -1.0000000180025095e-35 -0.65763166816361274 -0.6353268199996448 1.0622629735222386 -0.94534241053684542 0.05169582154250086 -0.7505051864552853 -0.77809345628185234
decision_type=2 2 2 2 2 2 2 2 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 -1 4 9 6 -5 -8 -7 -4 -11 -12 -9 -3 16 -16 20 18 19 22 21 -15 -17 25 -25 26 27 -19 29 -28
right_child=1 13 3 5 -6 8 7 12 -10 10 11 -13 -14 14 15 17 -18 23 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.063252842505249193 0.06071351034624814 -0.040517818337210326 0.047136673870294854 -0.040228889348328495 -0.090848062407051539 0.019434862232406831 0.13505794547900191 -0.016821970252273288 -0.087664437255305164 -0.087525177877264437 -0.044247156694553931 0.054962160263450612 0.064542385011611067 0.0335975874447179 -0.083588641962838398 0.039964476892387961 -0.035480120363062528 -0.01104191116570696 -0.042627644276997195 0.11906205053800639 -0.0029139981909217009 0.096452806345436404 -0.010710309781233026 0.096414408021060188 -0.00038304087686650916 0.08801177469154825 -0.037174921741989782 0.099258170322668676 -0.067357473019370687 0.069509890583059106
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 24 24 34 20 32 23 20 25 21 20 23 22 40 22 24 29 29 21 21 24 21 24 22 24 2184 20 78 20 67 22
internal_value=0 0.00681559 -0.0615375 -0.0205526 -0.210561 0.148419 0.355547 0.553493 -0.304972 -0.000671686 -0.236899 0.0486864 0.304337 0.00147432 0.00511889 -0.00259366 0.214382 0.00558888 0.289047 0.484757 0.457854 0.664511 0.176193 -0.0053361 0.00579515 -0.113577 -0.203041 0.407807 -0.350337 -0.134451
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2700 300 280 131 149 105 85 44 99 65 45 65 2676 2652 2556 96 2532 96 75 67 46 51 2436 2208 228 208 41 167 100
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 2 3 3 4 2 4 1 3 4 2 4 4 1 2 4 4 3 2 4 0 0 4 4 4 2
split_gain=0.28878 1.23276 1.0949 1.37668 1.22441 2.15464 1.011 0.42988 1.69309 2.86709 3.77741 4.50233 2.38075 2.36436 2.5692 3.06417 2.8679 2.07054 1.49367 1.47156 1.33826 1.21612 1.00879 0.746516 0.676593 1.43337 0.953209 2.15559 2.1012 2.07121
threshold=1.6079227682863277 1.6919170352412829 0.77688962375381732 0.59615783190849736 -0.7496344069031976 0.53504120711931902 1.5515019821301628 0.79914822486294679 -1.5184918515359784 -0.7496344069031976 -0.3581274475466833 0.72704223601340701 1.4250306393945695 -0.18892631169824775 0.51895469596483601 0.46227465007164165 0.89887018969219246 0.75887411611991751 -1.3214217402497552 0.24821753345683062 0.15911377125437412 0.75172436571631851 0.89787655242547648 -0.64455359917775201 2.233632120731095 2.008973555188589 -1.5184918515359784 -1.2755083445174062 -1.224820232329918 -0.98954499743265167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 7 21 -9 18 11 23 13 -12 15 20 -17 22 -10 -20 -15 24 -16 -11 25 26 29 -28 -29 -1
right_child=1 2 -4 -5 5 -7 -8 8 9 10 12 -13 -14 14 17 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.070723940677128547 -0.044996437080278708 0.043097699283529696 0.033556390393032022 -0.053150932979254641 -0.055699885562003282 0.038214652409272125 0.045434202122652596 -0.04124655180031564 0.0066274455497560619 0.040754179058209251 -0.071621127198366052 -0.053970048019028986 -0.078190227965038911 -0.027372561074831575 0.04455596755564116 0.066506010607142244 -0.027347394945749112 0.09193876079658192 0.036433830821882722 0.10434599167076433 -0.10114500103515303 -0.03990591780028932 -0.018458499062155891 0.083069958831985979 0.027877978645768922 -0.0533144437337921 -0.038874105094440788 0.068718649815241215 -0.00091821679631735496 0.0046949043246218118
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=25 33 25 34 27 26 20 22 33 34 50 23 20 24 23 20 24 36 20 37 24 20 36 27 30 39 25 69 20 2024 130
internal_value=0 -0.0869894 0.0074559 -0.109488 0.0455762 -0.160929 0.00515566 0.00156928 0.0621852 0.0984026 0.00101455 0.346092 -0.154822 -0.0763656 0.00955067 -0.1966 0.11437 0.338228 0.420125 0.618645 -0.619457 -0.00982133 0.0944621 0.578682 -0.00386014 -0.00849745 -0.0031181 -0.0147601 -0.00247524 0.159748
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 165 132 98 71 46 2835 2813 445 412 317 100 217 193 170 103 60 67 95 61 43 2368 47 80 2332 2293 2268 2113 2044 155
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=3 3 4 0 1 1 1 3 0 4 2 0 3 4 3 4 1 1 3 0 3 1 1 3 3 1 0 0 1 2
split_gain=0.256191 1.58138 2.01511 2.57635 1.85025 3.89603 2.94687 1.20506 1.54938 1.97254 1.74481 1.61323 1.28475 1.50117 0.74921 5.18539 0.844734 2.04168 1.9401 1.87581 2.64137 3.55186 2.05791 1.79161 1.92009 1.70006 1.61009 1.49041 1.15481 1.47777
threshold=-1.5491514142868399 -1.6291490034142193 0.93991915662836079 0.75769117014691678 -0.75797711053509864 -0.1968812089274137 0.61288600770065693 -1.2317754217683639 0.36225747918707718 0.063437367072197923 0.19363898024582879 -0.58219582791594837 -1.1212332565789225 0.21542630238934282 -1.0402642712151489 0.32217673819248466 -1.1967120787716552 -1.6250245901676552 -0.54736057085762913 -1.0874720626870227 0.11630320351148543 -1.3196864155248693 -1.3411859508546098 -0.36045320252290891 0.33262531049808153 -1.8327523498840261 -0.01774564635463911 0.60306607273419677 -1.0983949210811434 -0.24168078314813951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 10 -10 11 -2 13 -9 15 -14 17 23 -19 -20 21 -21 27 -16 25 -25 -26 -22 29 -18
right_child=7 -3 -4 -5 5 6 -8 12 9 -11 -12 -13 14 -15 16 -17 28 18 19 20 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.06197673557251953 0.076251355789010433 -0.058772088322189789 -0.053636988010000108 0.069174441944137618 0.090594347131779079 -0.054122991218355121 0.034053582460248796 -0.061770846265765816 0.088469102038647995 0.00064472510077388052 -0.037717714517563644 -0.0016084822527655256 -0.024126338175036746 0.0060914177000690201 0.058873714084547682 0.10842155366288504 -0.013026355260011224 -0.078909305388615847 0.044130602221985629 0.063773596835263416 -0.12001954601440046 -0.050506930563415944 -0.010123809160226987 -0.081752428130907134 0.06713754203214814 0.0061474824695327279 -0.010701391300947884 -0.040071489683938463 0.00027206541705288218 0.054172195095266433
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=23 20 24 27 28 20 39 31 33 27 20 31 34 38 27 29 22 24 30 21 26 24 22 32 20 24 21 28 20 2193 42
internal_value=0 -0.0758903 -0.00147166 0.102462 -0.0415916 0.0896263 -0.150486 0.00524646 0.205384 0.511982 0.0292769 0.264803 -0.00444732 -0.3132 0.0025763 0.242444 -0.00281575 -0.112065 -0.260525 -0.162562 -0.260834 0.118172 -0.517192 0.106518 -0.0394787 -0.3856 0.24451 -0.822278 0.0108326 0.293507
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 192 168 141 113 90 70 2808 132 47 85 54 2676 60 2616 60 2556 297 175 145 124 48 76 122 93 41 52 44 2259 66
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=2 4 4 1 2 2 0 2 1 1 1 0 3 2 2 1 1 0 2 2 1 0 2 4 1 2 1 3 2 1
split_gain=0.253393 1.82905 1.91983 1.02838 0.838893 0.67645 1.37568 0.804504 1.85484 2.70146 2.38359 1.79559 1.15718 1.41757 0.54256 1.21208 3.74393 1.34897 1.04127 1.08504 1.9474 1.21323 1.17627 1.0186 1.17858 0.851022 4.38341 0.877041 0.639616 1.09021
threshold=1.8651372681183704 0.59615783190849736 1.0000000180025095e-35 0.13102989375762983 1.7627851881549983 1.6021176161998347 -0.01000886155329383 1.1950889467043617 -0.3181657257065002 -0.66453096761262775 -0.031725842778198114 0.14429475329772859 -0.50182448887967224 1.3694119875709123 1.0425001650485135 0.170222836169271 -0.47447449201145836 0.21792294209959465 0.96442899392708969 0.82286198663439403 0.88213399578719787 -0.38902575798083222 0.88707473209959564 -0.70000859813440131 0.20095387292378653 0.74539907357942325 -0.28465044618111573 -0.44549549609297917 0.67890269440617979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 14 9 11 -10 -9 -12 -14 18 16 -16 -17 19 25 21 -21 -23 -20 -25 28 -27 -28 -1 -30
right_child=1 -3 -4 -5 -6 6 -8 8 10 -11 12 -13 13 -15 15 17 -18 -19 23 20 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00021850631926912802 0.012301421493919929 -0.066387242961761031 0.059320985853830381 -0.055318065386262411 0.041974334286682596 0.015143813094358702 -0.062124953101279405 -0.025123217219756452 0.096572850843891458 -0.082360936188711598 0.050512250799599201 0.062145898873939009 0.031477919520770087 -0.026899027684987611 0.018894103710144095 0.042946908200450329 -0.089043221365403102 -0.029550394324630226 -0.012261289441938987 0.026475962884322819 -0.083713167015212128 -0.057747178175675977 0.0048795490662541831 0.08437343278055344 0.011749189843472101 -0.041536932983289448 0.030807384524972059 0.092616318564740299 0.0022330051679067464 -0.055923321980625051
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2240 24 21 22 21 22 20 24 29 21 20 31 20 38 39 30 25 31 22 20 30 20 29 29 20 20 28 20 24 35 25
internal_value=0 -0.116277 0.0674643 -0.200815 0.00344437 0.000310536 -0.267658 0.00426587 0.138423 -0.161166 0.286777 0.133881 0.160998 0.0182032 -0.00526891 -0.155115 -0.360152 0.0996016 0.000897282 -0.00576327 -0.219675 -0.0809424 -0.270001 0.278089 0.470173 0.00344654 0.233047 0.664608 -0.00357309 -0.220374
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 88 67 45 2912 2890 44 2846 198 69 129 49 108 77 2648 108 61 47 2540 2480 108 88 58 60 40 2372 72 44 2300 60
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=2 2 4 3 1 4 2 4 3 2 3 4 0 4 1 0 1 3 2 3 1 2 2 2 3 0 3 3 0 3
split_gain=0.254262 1.89567 1.26082 2.18413 3.89638 1.20414 1.16293 2.25156 2.37753 3.36965 2.15037 0.978772 0.785779 2.6439 1.9752 1.4836 3.09031 3.41019 1.82839 2.24928 1.72343 1.405 2.44349 1.85058 1.05159 1.52293 1.31559 2.31825 1.48781 1.59229
threshold=0.4634139681032185 0.55865315853353603 0.85084574106470867 -0.53782504402699527 0.42414323848720747 -1.7293845022891365 0.31149756970744108 -0.39304168164666287 0.29570493893964206 0.36792339504669386 0.40499149863721817 -1.5184918515359784 -0.98925878440344073 0.89887018969219246 -1.4996104258169434 -0.10396724949139273 -0.66453096761262775 1.1011770650203176 0.88707473209959564 -0.4923772368339786 0.12370005721953935 1.5066215513302528 1.1444868087067428 0.82286198663439403 1.3177264758055072 0.88623538986223938 0.70654391574508368 0.97084370156151911 1.0000000180025095e-35 0.51288267805676968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -3 -1 10 9 -9 -8 -7 13 21 -14 16 -16 18 20 -20 -18 22 23 -13 26 -26 28 -28 -17 -30
right_child=1 5 -4 4 -6 11 7 8 -10 -11 -12 12 14 -15 15 24 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00015555518044444913 -0.010962651518691344 -0.037939048858303015 -0.012851794699533721 0.12181544386659403 0.0032912949197625692 0.049007723864302147 -0.083844888472815585 -0.029042831014180565 -0.046354046810594789 0.065982974020153226 -0.00097782602893701468 0.051793749306718997 0.048558035868534126 -0.054536372033756608 -0.080499287450695622 0.049815587823383224 -0.01571255692050251 0.067178352911234446 0.037675386774271243 -0.027354203778258736 -0.091802026742256598 -0.014283134936541 0.10678491800266177 -0.027471981475697745 -0.065520344556676241 0.01286724258233536 0.073054861443589539 -0.0057183607561983839 0.00033101754018280915 -0.056565501519239128
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=1844 23 39 21 29 23 22 35 29 32 36 24 37 39 21 35 26 29 24 39 66 27 27 21 22 23 21 34 35 292 25
internal_value=0 0.0285471 0.313388 0.448889 0.691558 -0.00267858 -0.0134252 -0.187051 0.00617302 0.232638 -0.515178 0.013963 0.00278737 0.160592 -0.0249176 -0.0502246 -0.196273 -0.0884322 -0.200602 -0.0352524 -0.517901 0.300117 0.441643 0.211913 0.0195117 -0.288646 0.0541243 0.324511 -0.000770089 -0.0412441
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1000 96 75 52 904 2000 156 97 65 59 865 843 128 715 676 220 185 161 105 56 107 80 59 456 44 412 69 343 317
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=3 3 1 1 4 1 1 3 0 0 3 0 1 1 0 0 3 2 2 0 0 2 1 2 4 4 4 2 1 4
split_gain=0.240758 0.996724 0.955754 2.57204 2.21222 1.56072 1.01191 0.868383 0.478709 4.05323 2.21629 1.23412 1.07459 3.55083 2.20382 4.02376 2.40988 1.72608 3.68569 4.98827 3.45095 2.6593 2.41825 3.35911 2.81849 2.03526 3.0519 1.55558 3.25138 1.45659
threshold=1.6079227682863277 1.6919170352412829 -0.38264265619358179 -0.020165993664366121 -0.5196781064299979 0.89558278513215528 -0.92120712975751329 1.5515019821301628 0.81174089483766354 0.83633701406882344 -1.8639678796307033 0.79214707447734078 0.1790122468679459 0.43714362129011175 1.0433326786375299 1.2342482361894034 -0.10026059310996908 -0.55474694102815603 -0.85409044624650488 1.3658884354396104 1.0126600717361691 -0.052177352139092879 -1.2256332613205225 0.48830450471577075 -0.044953893121345394 -0.70465335582902899 -0.23523995060554853 -0.061465625145834653 0.73862191900650542 -0.31171355527894112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 6 -4 -5 -6 -3 8 11 -10 -11 -1 17 -14 16 -16 -15 18 19 -12 -19 29 -23 24 -24 -25 -27 -17 -29 -22
right_child=1 2 3 4 5 -7 -8 -9 9 10 12 -13 13 14 15 27 -18 20 -20 -21 21 22 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0011155712562394692 -0.040799172457742228 0.0092668109548155689 0.079341916494578557 0.054547516319756552 -0.063762926364580225 0.012087554077029003 -0.059814850849997409 0.042357565446335434 -0.098259580201389557 0.069473801929337109 0.060753303958322846 0.052760071124656575 -0.065305597407629798 -0.0077976532052612471 -0.078925906219221256 0.03985621055478334 0.088367338924608074 -0.036416743188141885 -0.085166460831532939 -0.057785390928863062 0.11009553874375627 0.074744194583104551 -0.099953495541061366 -0.03660779116444788 0.0069634857878740648 0.10580458404760194 0.0072022684973453129 -0.089051260685670874 0.021234379136768521 0.039051536243153065
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2163 33 20 22 21 27 22 20 22 21 20 35 21 51 24 35 40 22 51 29 30 20 25 24 23 20 22 41 20 37 39
internal_value=0 -0.0798673 0.00550266 0.126399 -0.0691345 -0.30516 -0.27448 0.00470423 0.0013797 -0.0509828 -0.0190312 0.0161566 -0.0426165 -0.157947 -0.0129003 -0.160108 0.37858 0.0304961 -0.21745 0.0640435 0.119751 0.244095 0.0915558 -0.0215115 -0.489596 0.236499 0.424869 0.070019 -0.162666 0.626183
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 165 132 92 70 49 40 2835 2813 629 608 2184 588 229 178 132 46 359 94 65 265 214 155 130 44 86 63 97 57 59
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 1 3 3 1 1 3 1 3 0 0 1 1 2 3 3 4 2 4 4 3 4 4 4 1 0
split_gain=0.267811 0.381115 2.34692 1.10473 0.443563 1.60693 1.18741 0.68636 1.75223 1.50701 1.12621 2.1457 1.5428 1.43468 0.91739 0.863256 1.57566 1.75111 1.46613 1.59959 1.62375 1.40958 1.162 1.26647 1.10606 2.19037 0.969217 1.32027 0.885827 2.04618
threshold=-2.4246247741413431 -1.9549470763706565 0.23816124998544497 -1.8332507560975577 -1.5852352449854712 0.19133609659974871 -1.5165963258759956 -1.2317754217683639 -0.88368270359856327 0.64941831165539299 -1.090630635027354 0.52733630776019802 -1.0402642712151489 -0.24255936629042138 0.68409882325712601 -1.1967120787716552 -1.6250245901676552 0.15856352347606945 -0.36045320252290891 0.33262531049808153 0.10036548739098679 -0.67605460272062246 0.3493001345585009 -0.54630799404129604 -0.37788504332452416 0.27293424824304729 1.9701663481460339 1.8257706941443317 -0.78010718110073862 0.18253782220477585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 -8 -10 11 13 -12 -9 -15 16 18 24 -14 20 -20 -21 23 -19 -18 -26 27 28 29 -17
right_child=1 3 -4 4 6 -7 7 10 9 -11 12 -13 15 14 -16 26 17 22 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.022935368016184721 0.050704832008518774 -0.038255468493013728 -0.036987019894350347 0.044502250472609521 -0.048512611491435653 -0.029551803758305614 0.072930509147157582 0.043211211982452272 -0.0089736467961418556 0.057000210201608607 0.04523658633442821 -0.080533943299958555 0.05226816625091936 -0.060029328026764445 0.0051997785504717215 0.028823363188078384 -0.045129517232920524 -0.03058735252173482 0.010977433756542178 -0.021662257150812478 -0.07587525790998384 0.052171745633918978 -0.0063350310525044267 -0.10179840999172614 0.036263760091595723 -0.036368558074136484 0.034354710784487173 -0.054765098541779793 -0.00051433624583512656 -0.0088255488966231567
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 38 36 22 39 24 21 21 20 78 21 36 23 29 21 20 151 28 21 20 20 21 32 20 28 44 34 40 21 1933 114
internal_value=0 0.00189996 0.171904 -0.00153511 0.00299736 0.186551 -0.000825214 0.00313393 0.162111 0.0433256 -0.00389469 -0.250145 0.00387998 -0.0354812 -0.271794 -0.00215254 -0.113532 -0.245016 0.0799761 -0.0522049 -0.369777 0.208858 -0.522239 -0.702046 -0.0737125 0.0548183 0.011622 0.00579072 0.0106384 0.125699
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 60 2916 2880 60 2820 2796 120 99 2676 84 2592 61 41 2556 297 175 122 93 41 52 69 49 106 78 2259 2219 2198 265
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 4 1 3 1 0 1 3 0 0 0 3 3 1 3 3 0 2 1 1 0 1 4 1 1 4
split_gain=0.290888 1.48099 2.31392 0.599771 1.42598 1.49847 1.00026 1.51776 1.0628 0.538563 1.1051 1.28035 0.64916 2.2958 2.0026 1.81508 2.68007 2.92732 2.21643 1.69323 1.002 1.73625 1.98446 2.2391 1.09605 0.830945 0.657047 1.6161 1.64101 1.60841
threshold=-1.8327523498840261 -0.77491279885868181 0.26856689627058855 -1.5806058645106649 -0.69816000453466953 -0.20508283269848435 -1.4788037750637317 0.14356942116175228 -1.4236899649128232 -1.8533793106797123 0.31894947454187766 0.29570493893964206 -1.3464537111632937 -1.4089751199652267 -1.1754675648071131 -0.050556646538471445 0.78511214318987743 0.049048642234282257 -0.4923772368339786 -0.13738817741594206 -0.98925878440344073 0.4634139681032185 -0.45355518660870875 0.30036989442534884 -0.94496537296233851 0.40654238001626725 1.645739554632907 -0.26690346137022847 0.61951075860900662 1.5881977136779937
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -5 -8 10 11 -10 13 15 19 18 17 -17 -11 -14 21 22 -16 -24 -22 -21 29 -28 -29 -26
right_child=3 2 -4 6 5 -7 8 -9 9 12 -12 -13 14 -15 20 16 -18 -19 -20 25 24 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.03292374298818964 -0.027437144899195177 -0.07009545633491264 0.017695733630526751 0.0045375629635767151 0.090249644472086221 0.011766017572289624 0.046379164740004745 -0.075625146634882651 0.040833906401161052 -0.0062966198853291371 -0.048471530768506833 -0.029898030586228974 -0.072151468663266188 0.076375843074188848 0.055659942562376934 -0.10657961161858137 0.035453470627128079 0.0046776601479129173 0.08034696026799161 -0.03826519337631637 -0.038123281124612371 0.061947195475541172 -0.070295780305258834 0.017866971564327715 0.0001846442913500788 0.020335766775323325 0.055963272872134928 -0.032294767518550226 0.037911526011169927 -0.062644698249004718
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=23 21 31 30 25 20 31 24 23 25 33 33 26 33 22 22 22 25 21 25 21 34 33 21 32 2200 23 34 38 29 20
internal_value=0 -0.128185 -0.316301 0.00355811 0.201358 0.401581 -0.00118473 -0.323024 0.00379313 3.53377e-05 -0.174625 0.0330855 0.00509138 0.143801 -0.00280463 0.0277959 -0.205216 -0.526492 0.317475 -0.34446 0.0076477 0.207229 0.0320603 -0.192149 -0.00157891 -0.0746978 0.00397197 0.177765 -0.0250386 -0.00340347
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 84 61 2916 72 51 2844 48 2796 2772 84 51 2688 148 2540 126 68 43 58 77 2463 108 75 53 2355 44 2321 101 67 2220
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=0 1 3 3 4 1 1 3 1 1 1 3 1 3 2 2 1 1 2 2 2 3 1 3 2 4 2 0 0 2
split_gain=0.25125 1.6955 1.69898 3.42414 2.18535 1.50505 2.97401 1.4588 1.35924 2.44933 1.47814 2.74176 2.45139 1.75291 2.15918 2.40238 1.3211 1.90959 1.63277 1.80218 1.67403 1.61309 3.51284 1.849 1.411 2.16681 1.71246 1.208 1.18433 1.14525
threshold=-0.71912393870030533 -1.7374902192050619 -0.68286868175367343 -0.54736057085762913 1.645739554632907 0.037248343784510855 -1.0122935014413226 -1.090630635027354 1.4900970972928145 1.2714534466019407 0.86636195606311384 -0.34932696793636664 1.0149933950922778 -1.0000000180025095e-35 0.042094222987897653 0.69193662554996072 -0.63673511094243185 0.66989630460877503 0.51895469596483601 0.19868322374562528 -0.58714119886620675 0.9851695279740057 -0.28465044618111573 1.3177264758055072 0.6180089974687103 0.31211463532385247 -0.1745446522013118 -1.0071691806785579 -0.68507637854867676 -0.019852066627570667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 8 6 -3 29 9 10 11 -5 -12 14 -13 -16 18 21 19 20 -15 22 -18 -23 25 26 -24 -8 -2 -7
right_child=28 2 3 4 -6 7 27 -9 -10 -11 12 13 -14 16 15 -17 17 -19 -20 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.063485276488502426 0.04863773844268466 0.069086225926936903 -0.090222346556538421 -0.052583993025674826 -0.073001746619590621 0.053486760973672977 -0.0019286749400584799 0.082612296438916377 -0.044189888894803159 0.080068239672509534 -0.091015526093599752 0.081424751490040151 0.014970995013681338 -0.0099427772990638916 -0.038312034883606086 0.062308377116795023 -0.11033057550414381 0.0504315168974123 0.075844224760945628 -0.049046823648545512 0.075139426874260687 0.059682465318813022 -0.068490667655322496 -0.026513291032793426 -0.058601467891687256 0.058032771363468343 0.019138386084183126 -0.066816609912033198 0.00056124998779925016 -0.018839734557652758
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 24 25 22 35 21 21 34 30 30 20 20 31 20 22 23 21 22 21 22 20 20 22 20 24 22 22 20 21 2304 20
internal_value=0 -0.0368241 -0.0171188 -0.0759277 -0.0377409 0.190293 -0.0164107 0.426934 -0.00730696 0.0241718 -0.00987468 0.0327812 -0.400305 0.0941223 0.382206 0.0762724 0.00972494 -0.0959058 0.234018 0.059621 0.304158 -0.179832 -0.323818 0.157026 -0.130392 0.0355098 -0.255129 -0.272442 0.0104749 0.172194
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 672 651 500 478 151 80 71 457 427 407 367 40 332 75 44 257 173 84 62 42 152 106 46 84 62 40 55 2328 41
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=3 1 1 2 2 2 0 3 2 2 2 0 0 4 4 2 2 3 3 0 3 2 0 2 3 4 4 1 0 1
split_gain=0.259125 1.44045 2.42654 1.59972 1.53223 1.11796 1.01401 1.00955 0.987409 0.536566 0.443536 2.6455 3.53945 2.40981 0.856865 0.779921 1.54195 1.77583 2.28417 0.680544 0.586233 2.09716 1.50786 1.26109 1.24191 1.11842 4.25315 4.09315 2.58235 2.30601
threshold=-1.5491514142868399 -1.2256332613205225 -0.44429839173537161 -0.80819001734691154 -0.38750649606841786 0.13327250010230179 -0.01000886155329383 -1.4180022210331116 -0.49098967745304606 -2.2510567799575267 -1.5403357262985251 -0.45703962232963513 -0.039016489075816188 0.17024807036627518 0.046379222306304868 -1.2807978407983487 -1.3214217402497552 0.59410473387125162 -0.44549549609297917 2.4344354552411893 0.58063330201810692 -1.1838439101416429 -2.1608199884825319 -1.0782229229707205 0.54823099551921273 0.079238309277251257 -0.024200559792921964 -0.73229493337598639 -0.59453384098832573 -0.60693310171421333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -2 -9 11 14 -13 -14 -11 16 17 18 -12 20 21 -17 -23 -22 -24 26 28 -27 -25 -30
right_child=7 2 3 4 5 6 -8 9 -10 10 15 12 13 -15 -16 19 -18 -19 -20 -21 23 22 24 25 -26 27 -28 -29 29 -31
leaf_value=0.03897247452986654 0.068300203783101102 -0.06429219615362515 -0.043297785297563021 0.068124821587558781 -0.037424325315021927 0.053423398053649242 -0.0083201983407731276 0.028433573567744914 0.0049467788899438103 0.0047548642189842484 -0.030507858065393842 -0.097883346901916579 0.028647699050326131 -0.055318091604095912 0.066580694835634113 -0.054657735561745073 0.069885888429515902 -0.051499157397559572 0.058686410589462806 -0.034347756185247984 0.045212318539336577 0.058969684771945544 -0.0010191039752649705 -0.029151111705917134 -0.043618618657587427 0.053464361424972462 -0.084903723838999967 -0.0014814373213778286 -0.022107018799682954 0.024685998757614819
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=28 21 38 31 20 25 21 29 32 27 22 22 26 37 26 22 34 21 20 34 27 34 24 1636 93 32 86 28 249 66 189
internal_value=0 -0.0771406 -0.152888 -0.0115954 0.127962 -0.00755703 0.178181 0.0052236 0.319394 -1.25456e-05 -0.00313862 -0.123556 -0.32637 -0.0555877 0.324737 0.00303037 0.192403 0.0470476 0.24119 -0.00422077 -0.000553692 -0.0220767 -0.0115288 0.0497766 -0.018278 0.0304412 -0.0501021 0.120218 0.0151945 0.126907
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 192 164 126 95 75 50 2808 48 2760 2728 133 89 63 44 2595 97 76 56 2498 2471 1726 1692 745 1668 711 376 335 348 255
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 0 2 2 0 1 0 1 2 3 3 3 2 0 0 0 4 1 1 0 2 2 0 0 2
split_gain=0.240961 1.65392 2.11105 3.23276 0.617374 0.523795 1.08195 0.678273 0.309021 1.53221 2.2925 2.65462 1.31646 1.19683 0.562356 0.978243 0.938773 0.575737 0.565763 2.46308 2.01156 1.51528 1.73915 1.41679 1.36598 1.57172 2.51361 3.84597 2.50277 2.37853
threshold=1.8651372681183704 0.75769117014691678 0.21792294209959465 2.0558934454987132 1.7627851881549983 1.6021176161998347 -0.01000886155329383 1.5571321331836188 1.1950889467043617 -1.1328004820063875 -0.29183790893321621 0.14429475329772859 0.19133609659974871 1.3694119875709123 -2.2466710468308047 -1.9549470763706565 -1.8332507560975577 -0.22379804062210451 0.89585536315357617 1.0829037433129181 0.87097024060142769 0.47041361564176676 -0.54356202140408361 -0.053136351677192141 1.1567821613273448 -0.55474694102815603 -1.0495065922899303 1.4410464090415125 1.762343290306037 -0.061465625145834653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 8 14 -10 11 -11 -12 -14 -1 17 -17 -16 20 21 -18 22 -20 -24 -21 26 27 -26 -28 -27
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 12 -13 13 -15 15 16 18 -19 19 24 -22 -23 23 -25 25 29 28 -29 -30 -31
leaf_value=-0.030675198791882186 -0.07292169382744175 -0.072168896566246712 0.060753977021023198 0.042521919812615952 0.03614106201942982 0.013344654753389638 -0.055766808733567763 0.04122777059137115 0.064002400298295334 -0.093518343157543371 0.052163389446122033 0.0084347431664202072 0.027919807858601531 -0.030413299783689132 0.005651443947965247 -0.036924260269718547 0.00066262219286143719 0.055008005334585934 -0.064496945711368284 0.044179156948847102 0.064552644267019052 -0.070308032766684847 0.04886677544008184 -0.021285842893307313 0.083217525260846248 0.040261503601165885 -0.095380744920942645 -0.041642263685613475 0.0030138343772313607 -0.0065791538303252468
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=30 26 20 20 22 22 20 24 22 23 23 38 27 36 29 21 33 2024 23 24 32 23 35 20 37 20 71 31 28 20 176
internal_value=0 -0.114319 0.0378011 -0.221031 0.00332464 0.000611673 -0.237438 0.00410029 0.00142707 0.0901484 0.0146588 -0.374639 0.196098 0.0134281 -0.00421286 -0.00101168 -0.00635737 0.317477 -0.00177942 -0.0673798 0.013675 -0.333648 -0.177035 0.0250394 0.019558 -0.0207741 -0.250895 0.108651 -0.581925 0.0725084
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 88 68 48 2912 2890 44 2846 2824 176 153 50 103 65 2648 2618 2574 44 2541 494 2047 116 81 57 378 346 99 48 51 247
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=0 1 3 3 4 1 1 3 1 1 1 3 1 4 1 4 0 4 0 1 3 1 3 0 0 1 1 2 0 0
split_gain=0.241423 1.3667 1.41872 2.81475 1.82524 1.22043 2.3822 1.21859 1.10078 2.02367 1.14512 2.21025 2.02761 1.65951 3.20664 2.50578 2.69786 3.81745 2.61805 1.79857 2.48631 1.9577 1.26146 1.223 1.05791 1.44174 1.26131 1.05468 0.975268 0.969307
threshold=-0.71912393870030533 -1.7374902192050619 -0.68286868175367343 -0.54736057085762913 1.645739554632907 0.037248343784510855 -1.0122935014413226 -1.090630635027354 1.4900970972928145 1.2714534466019407 0.86636195606311384 -0.34932696793636664 1.0149933950922778 0.58830295987145875 0.25833217362579769 0.046379222306304868 -1.1151226912983081 -0.6353268199996448 -1.5055947529833185 -0.66453096761262775 -1.0000000180025095e-35 0.1790122468679459 0.68169203810572909 -1.0434268454661233 -0.63398685813059552 0.28777824354347498 -0.35852179726837069 -0.019852066627570667 -0.8674949280036196 -1.0071691806785579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 8 6 -3 27 9 10 11 -5 -12 15 23 16 19 -18 -17 -13 -21 -22 -20 -15 25 26 -2 -7 -19 -8
right_child=24 2 3 4 -6 7 29 -9 -10 -11 12 13 -14 14 -16 18 17 28 22 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.057370615400377925 0.01555589417673723 0.062404846619941327 -0.082619166148852105 -0.047579367126045539 -0.067439313014002383 0.050627915109604932 -0.0018384791226820009 0.076095734779161789 -0.040304318966538466 0.073174944645291992 -0.082815517159994773 0.075629449315894534 0.014166659326675157 -0.018460934099279593 -0.090533435889043237 -0.016601367674525701 0.024349302346915513 -0.039861009851902926 0.046600741863350302 0.074902200533755722 -0.05582151663022164 0.028085197832395936 0.11159152793826335 0.04546426124423826 0.00029995211594642057 -0.018970401716654744 0.092755473535201749 -0.019144945559637458 -0.10596196435938209 -0.060457829940064413
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=21 20 25 22 35 21 21 34 30 30 20 20 28 20 35 20 21 34 21 35 20 27 25 22 24 2268 20 20 20 20 21
internal_value=0 -0.0363552 -0.0184686 -0.0723765 -0.0375942 0.172772 -0.0144163 0.38822 -0.00966287 0.0188016 -0.012161 0.025521 -0.358052 0.0811703 -0.191064 0.166654 0.0207036 -0.281568 0.483013 0.261039 0.085497 -0.159829 0.718457 0.0723818 0.0102407 0.296691 0.532407 0.155838 -0.723572 -0.244837
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 672 651 500 478 151 80 71 457 427 407 367 40 332 79 253 175 75 78 100 72 52 57 59 2328 60 40 41 41 55
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 2 1 4 1 0 2 4 3 0 2 0 0 1 3 4 2 4 4 3 3 4 0 0
split_gain=0.229457 1.3795 1.5253 0.378757 1.5106 2.56329 0.474715 1.10347 0.650678 1.37896 0.755824 0.58446 1.30785 1.52386 0.971533 0.727511 1.96739 0.819241 0.526962 1.1698 0.810802 0.780017 1.54253 0.947556 0.663883 2.08205 0.71723 1.49887 3.89718 4.30327
threshold=1.9628428299531391 0.348291379484643 0.1790122468679459 -1.8327523498840261 -0.77491279885868181 0.19900864963299236 -1.6250245901676552 -0.036650663288841138 -1.4788037750637317 0.11964875995921893 -1.4236899649128232 1.8633182484215565 0.17588442117645303 -0.49707754483821881 0.092429984396859413 1.662997765389673 0.28899020524362007 1.5849530200692274 -1.8533793106797123 0.31894947454187766 0.29570493893964206 -1.8737943365415883 0.095672142572386959 -1.7293845022891365 -1.5184918515359784 0.34989114460917242 0.58063330201810692 -0.50449675576634856 0.065863766680646016 0.38870645611376492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 -5 9 -8 -10 15 14 -14 -13 17 -17 18 19 20 -12 22 -20 -23 25 -25 -26 28 -28 -30
right_child=1 -3 -4 6 5 -7 8 -9 10 -11 11 12 13 -15 -16 16 -18 -19 21 -21 -22 23 -24 24 26 -27 27 -29 29 -31
leaf_value=0.031539870982802684 0.056711368984169078 -0.054472236431327307 -0.030283208353274138 -0.0057067158762368585 0.0083459148318703203 -0.085931758684212961 -0.063835783202606633 0.055155782787102647 0.039878313443872361 0.0054017981965913692 0.034884695666535091 0.013999304344268451 -0.051430707298136362 0.027229986515916904 0.076736668593276464 -0.057942338344823985 0.021030597580242113 0.036211023383653805 -0.0045022882881135913 -0.050327385337063296 -0.02281496190142825 -0.035433870417065881 0.061312864964735529 0.056167473590949438 -0.0024985495011076806 -0.033121163452136379 -0.0074457400446543802 4.7495186299184994e-05 0.14270068742419048 0.027515095283179525
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=23 20 25 21 33 32 27 24 27 24 36 25 24 24 26 22 35 27 30 37 32 25 34 28 36 1648 20 84 477 21 53
internal_value=0 -0.131175 0.124457 0.00277976 -0.146258 -0.343282 0.00676406 0.20222 0.00285448 -0.228611 0.00747006 0.00423548 0.172823 -0.0835973 0.429465 -0.00161814 -0.236928 0.00378342 -0.000302678 -0.177123 0.0421626 0.00508434 0.233107 -0.00128742 0.00385149 0.24276 -0.00154661 0.0592396 0.241309 0.602364
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 66 41 2934 82 59 2852 60 2792 60 2732 2708 96 50 46 2612 62 2550 2520 82 50 2438 65 2373 2339 56 2283 635 158 74
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=3 4 4 4 4 4 3 1 3 0 2 2 1 2 3 0 0 3 3 3 3 1 3 1 1 4 4 2 0 3
split_gain=0.244974 1.0693 4.54276 3.76192 1.7663 1.67652 0.615033 0.470499 1.68237 2.95853 2.12609 1.94461 1.59518 1.68758 0.524825 3.37066 1.46953 0.864429 0.92739 0.835328 1.55529 4.14038 2.64014 2.05046 2.84004 2.31496 2.23078 0.946371 0.937762 0.771428
threshold=1.6079227682863277 -0.19850220117335468 -0.62011194616225618 0.41242410412885661 0.84068069943704404 -1.0659726487365127 1.5515019821301628 1.6315871187710282 -0.29800407204249696 -0.71912393870030533 0.05169582154250086 -0.043335893279468282 1.4618470221818429 -0.24168078314813951 1.3441639509240562 -0.44124909204150292 0.1140278330093344 1.301763836026419 1.2430708362080811 0.84234771063933811 0.97084370156151911 -0.49347070700710832 1.0384356296065838 -0.32891097025830746 -0.82914393177668722 0.46227465007164165 -0.34051114819901557 0.15856352347606945 0.26945339821309655 0.75172436571631851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -3 -5 -2 7 12 10 -10 -9 -11 14 -14 17 -16 -17 18 19 29 21 -21 27 24 -24 26 -25 -22 -23 -1
right_child=1 3 -4 4 -6 -7 -8 8 9 11 -12 -13 13 -15 15 16 -18 -19 -20 20 22 28 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00034239512234683482 -0.03088186849180399 0.058752889497841666 -0.10946992809639174 -0.069212531271134484 0.0045642205918308767 0.056235928713972407 0.036073745345440077 0.023378078830912294 -0.037761196352788462 0.013843650748433772 -0.069372955992407878 0.094018459118995021 -0.083287252076007248 -0.0031878260311577972 0.054498796943662789 -0.086057758045970545 -0.015664944860967287 0.04249234609623076 -0.034814650285999858 -0.043763051999735125 -0.016263071799720072 0.096499334852944874 0.0097329988253432934 0.010375814580035107 0.11637783749270221 0.045970603022592593 -0.080581328121373502 -0.078631845015463289 0.040550544127113466 -0.023069566834134757
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2190 22 37 21 27 36 22 22 27 20 25 21 30 22 27 21 23 34 22 34 22 26 28 28 27 20 28 22 20 27 69
internal_value=0 -0.0812422 -0.301261 0.0575389 -0.273003 0.121428 0.00474425 0.00193546 0.132102 0.326869 -0.193115 0.579677 -0.00398745 -0.38735 0.00314112 -0.170057 -0.447716 0.00842893 0.00469657 0.00946548 0.127908 0.383905 0.0147045 0.175949 0.525193 -0.0396428 -0.314966 -0.425294 0.690173 -0.00350391
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 165 65 100 63 44 2835 2813 123 75 48 55 2690 49 2641 78 57 2563 2541 2507 248 77 171 125 48 77 49 46 55 2259
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=4 4 4 4 1 1 1 3 3 4 1 0 1 1 0 0 2 1 2 3 3 0 0 3 3 4 3 4 0 1
split_gain=0.215936 0.246964 3.06987 1.98413 1.56011 2.39694 3.03163 2.06731 3.07228 2.05903 1.89761 2.13471 2.12125 4.82973 2.74055 2.6948 2.03433 2.26614 1.90774 2.42849 3.44351 1.92078 1.88059 1.56913 1.34707 1.30728 2.45708 2.64046 1.81858 1.67459
threshold=2.2691810323892487 0.62871540391625091 0.59615783190849736 0.56320272939424076 -1.0601754905104948 -0.35852179726837069 -0.42735238838289019 -0.42228199195839561 0.86004875584817164 1.1476922031512011 -0.1664066239167061 0.23290527768724142 0.027572407255178854 0.099283323347009053 -0.24255936629042138 -1.0434268454661233 -0.61365601159650485 0.31894947454187766 -0.37206710987074404 -0.63599282978359994 0.28335006463243539 0.49925123126713 0.33657320317729805 -0.26684354687927531 1.0064577941963815 0.43632673920680959 -0.93480992685137776 0.47041361564176676 0.31356699290633211 0.39309646657479785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 9 6 7 -6 -9 22 11 -7 14 -14 -12 -15 -17 -18 -19 -20 21 -21 -3 -11 -22 -1 -27 -28 29 -29
right_child=-2 4 -4 -5 5 10 -8 8 -10 23 12 -13 13 15 -16 16 17 18 19 20 24 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00048469922381986309 -0.022310887152179534 0.021432050422801587 -0.076218747374539111 0.050801368038581152 -0.051885397765684918 0.074700492135392413 -0.092931025458951266 0.032411647063691207 -0.052842845207137182 0.028370396624310897 0.027147826474812814 -0.0035336869868966441 0.10764735842514146 -0.05253263186415269 -0.075076734486031207 0.036931637984641733 -0.046555196168744269 -0.053939585834553563 0.064529674668096546 -0.0731968691325494 0.067053877720395047 0.0082360406539321446 0.097433121831232233 -0.052305979994137941 0.0015909949351717728 0.042194047911910254 -0.087646462331536598 -0.0063873225872605856 0.018576033603514102 -0.084353923406199141
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2028 22 39 24 36 38 36 24 63 28 27 20 27 21 41 34 85 44 20 38 30 32 23 28 21 27 24 29 27 41 23
internal_value=0 0.00160851 -0.00961796 -0.0012102 0.0357237 -0.00501307 -0.235196 -0.106648 0.0682972 0.275596 0.0712854 0.41022 0.0166652 0.0764186 -0.385479 0.0135816 0.0827319 -0.0280275 0.084022 0.167177 0.0107448 -0.37827 0.530049 -0.0735294 0.372566 -0.00933089 -0.204567 -0.327224 -0.147434 -0.41837
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2978 2232 2208 746 631 153 129 91 115 478 63 415 361 54 340 299 214 170 150 112 53 67 48 59 2172 144 120 91 50
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=1 4 2 2 4 3 3 2 0 2 4 4 2 2 0 2 0 4 0 1 2 3 4 4 0 2 4 3 3 2
split_gain=0.207231 1.37071 4.81061 3.48271 3.43963 1.96366 2.24579 1.89068 2.5081 2.08851 1.7147 4.27634 4.91533 3.24732 2.36864 2.2084 1.98459 2.49272 4.33626 3.04843 2.21818 1.55737 1.52657 1.333 2.16382 2.06493 1.77037 1.10752 0.934602 1.8994
threshold=-0.62673653377217342 0.50281807023900749 -1.0782229229707205 0.013684352527709311 0.86729376428080573 0.26162084265663571 -0.45382501246067103 -1.0782229229707205 0.20945589343415191 -0.90156429987450515 -0.54630799404129604 -0.37353869006829549 -0.67605460272062246 -0.37206710987074404 -1.3837954658203933 -0.47375953535873488 -0.62523266249424703 0.17024807036627518 0.42740634087388618 -0.85900334594270433 0.059597047998502996 0.32032202546002725 -0.13456653493721052 -1.2538365177644495 0.45018452669894032 0.74539907357942325 -0.74126994285246195 -2.2466710468308047 -1.090630635027354 1.2621215185629679
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 6 -4 8 -1 -9 15 -12 -13 -14 -15 -11 -16 19 -19 20 -18 -6 -22 -17 25 26 -25 -2 29 -29
right_child=27 2 3 4 21 -7 -8 9 -10 10 11 12 13 14 16 23 17 18 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.015346506582500486 0.048216826790814835 -0.06255109235693318 0.065856232841989867 0.046595143679272144 -0.010607529114547286 0.093003843805057176 -0.024131217355257882 -0.081004642977235475 0.066851896886585702 -0.047862366996314125 -0.092857111745761708 0.08838381047572734 -0.091425568165743223 -0.083020494147957452 0.05298346721252694 -0.012719857411864483 0.084251446179286524 -0.1061878863717636 0.012565264384154742 -0.059132996080838718 0.054204908753813799 -0.082681155780994484 -0.026330333342241705 0.061969174579764419 0.074060799534937979 -0.04883170057122211 -0.018012050684426961 -0.0056462420910097311 0.002308281394914929 -0.069599221419438514
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=35 23 37 33 43 43 39 22 20 34 30 34 20 26 20 25 56 23 29 27 22 20 22 30 34 36 24 20 266 1882 25
internal_value=0 -0.0298797 0.110224 0.242328 -0.0258263 0.551849 0.285278 -0.0874437 0.246543 -0.134436 -0.105164 -0.213928 -0.113528 -0.207834 -0.111553 0.0505892 -0.0331112 -0.126171 -0.480989 0.0899357 0.311415 -0.336922 0.0374826 0.150855 0.287867 0.0839678 0.307229 0.0107727 0.00586003 -0.108791
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 804 239 202 108 94 55 565 69 496 476 276 242 222 196 200 176 151 56 95 73 65 50 170 114 78 54 2196 2173 291
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=3 3 3 0 2 2 3 2 3 2 4 0 0 2 3 0 2 3 4 4 2 3 4 3 0 1 0 4 3 3
split_gain=0.280257 0.299647 1.35563 1.31544 1.34256 0.404817 3.00837 2.96611 2.1175 2.00939 2.66895 1.7951 2.20864 1.58558 1.38349 1.22595 4.62601 2.50071 1.70075 3.44126 2.44766 1.27988 1.19093 1.12767 1.80803 2.09105 3.12256 0.622521 2.95874 1.86253
threshold=-2.4246247741413431 -1.9079754877830351 -1.8332507560975577 0.65538264937508772 0.23816124998544497 -0.9605270907564819 -1.5852352449854712 -0.98954499743265167 -1.3914230032428268 -0.90156429987450515 0.29180296728872823 1.4410464090415125 1.1028413132845147 -1.0346899723741498 -1.4838133246627658 0.51249491197510533 -1.2122861955568911 0.059757997431322186 0.70615831889490299 0.38699890254002739 -1.4036131092434585 1.1308389729922623 -0.38618464500076233 0.64907788940056299 0.21792294209959465 -0.21634807566062375 -0.93055235088201471 1.645739554632907 -0.26684354687927531 0.28335006463243539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 22 8 -4 10 -8 12 13 15 -11 18 17 -17 19 21 -20 23 -7 24 25 -10 -27 -16 -29 -30
right_child=1 2 5 -5 -6 6 9 -9 11 14 -12 -13 -14 -15 27 16 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.023755360329594653 0.025879688029548466 -0.052792636023560768 -0.066722697433188913 0.060253502854665832 -0.045421853204134027 0.097963337464412104 -0.0033511705798763593 -0.080149631593051551 -0.04500415613769268 -0.048809272526921528 0.10182829619320653 -0.050695624400821385 0.075581116140787316 0.060297134530663148 -0.00072920490348890989 0.068147421243284809 -0.10263587255203055 -0.027278532256619178 0.0005810006498386907 -0.07734644654112538 0.087879521856416287 0.046940289143758016 0.028066392718869106 -0.041535725188137168 0.052099894060769682 -0.043677797576444813 0.055544682498059383 0.083963834093602668 -0.048066949596548419 0.02274118749790523
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 29 24 22 22 21 20 23 23 39 28 22 29 21 20 2186 22 23 31 39 27 26 30 29 26 30 24 38 25 29 48
internal_value=0 0.00193426 -0.00142671 0.14082 -0.0470209 0.00268138 0.0139476 -0.0550954 -0.0159365 0.00313885 0.453879 0.0177821 0.0550976 0.0182708 -0.00560027 -0.0150778 -0.253754 0.102303 0.0516916 -0.0376462 0.36839 0.0621019 0.548753 -0.0140047 0.0667601 -0.0706803 0.177237 0.000129729 0.169736 -0.0432868
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 2904 72 50 2880 2410 470 447 2361 45 425 396 375 2316 355 76 53 279 214 65 187 49 157 131 101 62 2288 102 77
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=2 2 2 3 1 2 2 3 3 1 0 1 3 2 0 1 0 0 4 4 1 4 0 3 0 0 3 0 3 4
split_gain=0.241184 2.59982 2.13622 1.85689 1.5629 1.16525 1.7596 1.66189 2.02842 1.85415 3.93111 1.36563 1.85534 1.18181 2.648 2.75762 1.62345 3.01688 0.923411 2.89272 2.86617 2.58168 3.45952 2.56869 2.29655 2.35644 3.19752 2.31114 2.25581 2.10579
threshold=0.13327250010230179 0.11275727939739541 0.19363898024582879 -0.33260768921804279 -0.1210586374224812 0.013684352527709311 -0.036650663288841138 -0.61693804871596414 -1.3132666459123929 -0.17254467387166003 0.053836514652953422 -0.54356202140408361 -0.44549549609297917 -0.14702208543210635 0.85012774171410899 0.61951075860900662 0.32525648365564797 -0.39807575182544175 -0.67602874028081639 -0.84541958391747862 -0.32891097025830746 -1.1191223415915972 -1.0000000180025095e-35 -0.92573695167870007 -0.84849897837498867 0.92473588326647016 -0.17384783357911485 0.090654386883633351 0.33262531049808153 -0.58440837737659668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 13 8 -7 -9 -11 -8 -13 18 15 16 17 -15 19 20 21 22 -1 -22 -25 26 -26 -28 -21 -20
right_child=2 -3 -4 4 -6 7 11 9 -10 10 -12 12 -14 14 -16 -17 -18 -19 29 28 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.059976483770625838 0.092507779378248986 -0.073171880249024268 0.00026533220760841008 -0.030103133978098176 0.054416360103778184 -0.036656576894750291 0.083485291483958501 -0.0021309382100229628 0.057132988270823276 -0.013106527177313896 -0.1346108634952671 -0.033051243138679437 0.05318481402160892 -0.086391168251314265 0.032770989520692267 0.029189540602285142 -0.10330411365894442 0.022004125188072585 0.058681895166993341 -0.070426007226021256 -0.064899983715465723 0.076158916700385618 -0.040338007092321715 -0.066620024043097539 0.10397576401883163 -0.047285845953403904 -0.030948730345647366 0.054560619720609785 0.013044534656175012 0.0028438189596540295
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=28 20 24 1288 20 20 20 20 39 23 29 21 20 27 25 31 21 23 21 34 49 37 37 36 21 20 24 35 25 20 942
internal_value=0 -0.017106 0.021802 0.411789 0.141582 -0.00698881 0.010145 -0.198794 0.149359 -0.362962 -0.637618 0.353027 0.154947 -0.00562105 -0.204509 -0.387029 -0.587132 -0.354905 0.0134737 -0.0838488 0.0212833 0.305757 0.0461645 -0.156044 -0.00716505 0.122467 0.298678 0.0497454 -0.462987 0.046891
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1652 1348 60 40 1628 1496 132 43 89 50 67 47 1429 121 90 69 46 1308 332 263 101 64 162 125 104 80 60 69 976
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=3 4 4 4 0 4 4 3 4 4 3 2 1 1 2 3 4 4 0 4 4 2 3 4 4 4 4 4 3 2
split_gain=0.225675 0.880041 3.52483 3.0902 1.78546 1.34903 0.689478 0.490636 2.4943 1.28277 0.705024 0.524256 0.490587 1.6604 2.63996 1.59238 1.80268 4.04961 1.68635 1.73373 3.20438 2.69548 3.59197 3.74089 2.97756 2.99004 4.21021 2.18707 2.82958 1.86038
threshold=1.6079227682863277 -0.19850220117335468 -0.62011194616225618 0.41242410412885661 0.61990922819379535 -1.0659726487365127 1.0188770736846819 1.3797373704321698 -0.31171355527894112 0.34109313920922718 1.3177264758055072 0.22416865847109632 -0.84752752979202761 -0.78010718110073862 0.05169582154250086 1.158233383734558 0.73017932898254867 0.86729376428080573 1.7108131486520113 -1.4180788334969658 -1.7978944117045002 0.42651874746940482 -0.54736057085762913 -0.079899805636104174 -1.1191223415915972 -0.84541958391747862 -0.37353869006829549 0.1900230981958568 -0.55892899864127821 -0.67605460272062246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -3 6 -2 -5 10 11 -10 12 -9 15 14 -14 16 18 -18 19 20 -1 24 -23 -24 -21 -26 -27 29 -29 -28
right_child=1 3 -4 4 -6 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.030690373285989808 -0.028915399604065944 0.053149335158780689 -0.098535739832784172 -0.081330968071317344 0.025073143899741003 0.04974351855630392 -0.024460666042270526 0.077029154868385408 -0.055693957627902219 0.011364474966984211 -0.03823609830935927 0.029431165362540136 0.09855131648586038 0.00081312841032502373 -0.0073065065625188596 -0.057043469296212013 0.102892173392913 0.00085873014241479332 -0.068652408636748208 -0.099549597577486632 0.091280357011293084 -0.034562860128355778 0.095010360608756783 -0.0085878881574403074 0.062698424525121185 -0.084991382875608187 0.064569487573336568 0.032713185142667016 -0.065435824568063669 -0.0069346557655970871
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=20 22 37 21 21 21 22 21 23 21 35 22 20 20 2117 23 27 25 97 25 22 23 44 40 32 20 42 25 20 45 47
internal_value=0 -0.0784172 -0.279633 0.0479223 -0.25258 0.0944326 -0.523057 0.00458352 0.153764 -0.14724 -0.000810354 0.543225 0.00232965 0.0166595 0.431727 -0.0563263 -0.0292976 0.20802 -0.0990688 -0.06495 0.356781 -0.116649 0.169072 0.478957 -0.249833 -0.167182 -0.253749 -0.0736732 -0.361978 0.178186
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 165 65 100 63 44 42 2835 99 56 2736 43 2714 2160 43 554 527 122 405 380 43 337 116 72 221 199 179 137 65 72
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=3 3 0 2 3 3 1 1 4 2 2 1 3 3 1 1 2 4 4 4 4 2 2 0 3 1 2 2 4 1
split_gain=0.212519 0.271851 1.0593 1.10015 1.02824 0.408184 1.99094 1.68928 1.84062 1.93097 1.67812 1.4029 0.972787 1.22989 0.513389 1.72631 1.59684 1.26685 1.42767 1.21286 1.58521 1.29817 1.1706 1.36082 1.16477 1.00188 1.32406 1.57777 1.12328 0.986014
threshold=-2.4246247741413431 -1.9079754877830351 0.65538264937508772 0.23816124998544497 -1.8332507560975577 -1.2317754217683639 -0.57728046684691858 -0.27724127111756897 0.02880037560919179 0.088578527022774675 0.042094222987897653 0.51148997520637252 -1.1212332565789225 -1.1578390290672744 -1.1967120787716552 -1.3023521288425044 -0.4347187387868014 1.3034681784140616 0.71346053517321739 0.1900230981958568 -0.17594291671147025 -0.52687848691186046 -0.029920356845869401 -0.59453384098832573 -0.11902053946850584 -1.0983949210811434 -0.24168078314813951 0.31149756970744108 2.0562299028676763 -1.0424824274232609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 10 -8 11 -10 -6 -9 13 -7 15 17 -17 18 19 20 21 -14 -23 -24 -20 26 -16 -28 29 -27
right_child=1 4 -4 -5 5 12 7 8 9 -11 -12 -13 14 -15 25 16 -18 -19 24 -21 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.020706230143624077 0.024437082336000296 -0.046461975107442786 0.055316089918404338 -0.040289083412682704 0.0085917306552298258 -0.002635321042847482 -0.054204096291500782 0.062564082271800325 0.015805820500241929 -0.060526294092535488 0.088531860871763915 -0.0014562619171619054 -0.045995537665584112 -0.066108022430142604 -0.012920354420823045 0.001882555437016225 -0.072549205382751586 -0.054284852881983196 0.084931729150282131 -0.031240645695819143 0.050693431889751707 0.054966554721260157 -0.051238825354154111 0.022550019248212459 0.0067371636815914951 -0.035956655769621766 0.094970597353886133 0.0096514466933098671 0.041821650062692617 0.00044966800162071709
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 29 24 22 21 25 36 25 35 35 29 25 30 27 24 24 23 36 20 20 56 31 20 22 33 20 35 21 22 31 2175
internal_value=0 0.00173108 0.134637 -0.0337871 -0.00147367 0.00208865 0.0961127 -0.0264061 0.074546 -0.189926 0.474335 0.33099 -0.00493077 -0.277981 0.00125978 -0.0849494 -0.425581 -0.00257765 0.0447501 -0.0347078 0.0804821 -0.058223 0.101575 -0.0789986 0.439174 0.0118421 0.278419 0.515298 0.00434377 -0.00122347
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 72 50 2904 2880 204 154 129 64 50 65 2676 60 2616 308 59 249 229 189 133 102 75 55 40 2308 67 43 2241 2210
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=4 1 2 1 4 4 3 3 0 2 3 4 1 0 1 4 1 2 3 1 0 1 1 1 2 2 1 4 4 0
split_gain=0.244002 0.256748 2.16096 1.86527 0.778157 1.71735 1.67099 2.80481 1.40865 1.40507 1.49775 0.745819 0.698135 0.636892 0.443121 2.69527 1.85299 2.35446 1.70379 0.961034 1.27776 1.24251 1.57952 1.14546 4.48786 2.64805 1.58279 0.94437 0.898479 0.634434
threshold=2.2691810323892487 1.3356525454155828 -1.3214217402497552 1.2714534466019407 -0.23523995060554853 -0.57263751485896963 -0.92573695167870007 0.049430395427559427 0.38075372744183228 0.30149018061880878 0.92200709607769327 0.61271036518050248 1.2214387551733035 -0.57286144965724028 1.0598857836080067 -0.052320117735985786 0.97953278200862159 0.26856689627058855 0.20203281182863311 0.89558278513215528 0.24666446186726526 0.86636195606311384 0.835458689098031 0.74914466773179145 -0.45308106477859228 0.42651874746940482 0.66989630460877503 -0.088119906304806719 -0.70465335582902899 -2.2623246691734571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 8 -6 11 13 10 -9 -8 14 -4 16 28 19 -18 -17 21 -21 22 23 26 -25 -26 29 -28 -16 -1
right_child=-2 2 4 -5 6 -7 7 9 -10 -11 -12 -13 -14 -15 15 18 17 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.033903193596486296 -0.023934693006234797 -0.076617124363249203 -0.0025901789003493769 0.052918483712330655 0.075530973515754149 -0.066887310785928508 -0.070828410543629636 0.095849797464276812 -0.043142559726013704 -0.013948236134392764 0.011786772813366321 -0.013390235268863959 -0.03799438574195195 0.046315048680630189 0.008248585993732651 0.015667269701912286 -0.072701088016943832 0.013738748959987897 0.099894620203126325 0.052720575967635075 -0.0040613220186925042 -0.049204355987876362 0.057063627418788988 -0.097605689203327295 0.065435559749818656 -0.028904946601801651 0.0080809976169888536 0.061862774621600759 -0.052553275198995879 -0.00035929539295045867
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=29 22 20 25 33 20 23 20 22 22 21 21 22 22 23 22 26 35 24 20 37 35 24 23 26 23 33 30 30 22 2245
internal_value=0 0.00172243 -0.0669922 0.00758054 -0.00530712 -0.15079 0.110863 0.0095791 0.0113655 0.305642 0.54697 -0.418644 0.00149596 0.215698 0.00464648 0.152864 -0.000542265 -0.373169 0.523898 0.00839043 0.250905 0.00110136 0.00587508 0.00052478 -0.246627 0.0933538 0.00947484 0.353003 -0.219881 0.000255044
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2978 239 2739 219 93 126 106 70 64 43 42 2706 48 2684 90 2594 59 46 2535 72 2463 2439 2416 82 56 2334 60 44 2274
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 0 4 1 1 4 4 4 3 4 1 4 4 4 3 0 2 3 4 3 4 1 1 1 0 1
split_gain=0.226639 1.64066 0.484734 1.34829 0.996991 1.04901 1.37177 0.912959 0.850576 1.54234 0.760507 0.660935 2.41263 0.815641 1.9358 1.34587 1.11459 0.730494 2.99798 1.44073 0.946646 0.944395 1.25956 1.03377 1.16752 0.898094 0.760457 2.2863 2.34649 2.15886
threshold=2.0118078647735018 -0.010104005396171631 1.4618470221818429 1.4023982116857308 0.85012774171410899 0.348291379484643 0.18180009656731402 1.3666948827654977 1.2714534466019407 -0.25127384511720979 -0.57263751485896963 1.8892166137401925 -0.061058339116983405 1.645739554632907 -0.26690346137022847 1.5881977136779937 1.4832380925728488 1.2729325327176251 -0.72367313630847496 -0.39807575182544175 -1.0000000180025095e-35 -1.9079754877830351 -0.035376276996743193 -1.7021911714480069 1.1722456130751813 -0.22530074596762678 0.74914466773179145 0.78147062950487534 1.4817512984797994 0.66989630460877503
decision_type=2 2 2 2 2 2 2 2 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 7 5 6 10 8 11 -10 -4 13 -13 15 -15 16 17 21 -19 -20 -21 22 -1 -23 26 -26 29 -28 -29 -25
right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 19 20 -22 23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.052634098887749572 0.058357246198876146 -0.017905448901937057 -0.011309687539201524 0.059246637903132837 0.026925142740246572 -0.061932510105528207 0.02869010784546281 -0.045309252862740158 -0.007963826706928738 0.074877595523554566 -0.063827753739808785 -0.06526420509478835 0.016798937334807779 0.069880053798621042 -0.02125794538009658 -0.05750052588922884 0.042120457214105365 0.051497426225720601 0.0012522905150974834 -0.038088887335140487 -0.10437065359043229 -0.037673726387582603 -0.0039200262087346286 -4.9967548598056635e-05 -0.002172489595161556 0.055307405373534416 -0.06810141055092353 -0.010513662785563092 0.055775656401748031 0.04288578084338121
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=39 22 33 36 22 25 23 28 22 21 23 20 32 39 25 21 20 30 21 21 22 20 37 37 1931 21 31 28 267 27 56
internal_value=0 0.138607 -0.00240995 0.00359847 -0.130547 -0.218977 -0.10551 -0.000208682 0.00316495 0.307775 -0.299795 -0.00154293 -0.213099 0.00380578 0.295213 -0.00110735 0.00307856 -0.00171421 -0.201125 -0.436633 -0.676418 0.00494767 0.246137 -0.00241094 0.00293748 0.320925 -0.0042747 -0.100438 -0.04464 0.0116115
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 55 2945 2813 132 107 84 2791 2769 44 56 2725 71 2654 46 2608 2588 2558 84 63 42 2474 76 2398 2361 52 2309 322 294 1987
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=3 3 4 1 1 2 2 4 3 3 4 4 3 2 1 3 2 1 1 3 3 3 2 2 3 0 0 0 1 4
split_gain=0.225843 0.200507 2.1941 2.51391 3.82681 3.13346 1.53948 1.48391 1.07464 1.1481 1.129 0.914373 0.802433 1.83115 2.31944 1.02966 0.714895 0.516215 1.60944 0.992393 1.78404 1.66658 2.21869 1.92382 1.28661 0.7388 1.29811 1.8005 0.69135 1.20731
threshold=-2.4246247741413431 -1.2317754217683639 0.02880037560919179 0.74914466773179145 0.3620707171146062 0.19868322374562528 -0.28526384280511657 -0.76506850717355468 -1.4180022210331116 -1.9079754877830351 -0.48431771597590828 -1.0659726487365127 -1.090630635027354 0.51895469596483601 0.27902141198864799 -1.0402642712151489 -0.20375797063717246 -1.1967120787716552 -1.7067678184419164 -0.6013794588333522 -0.06999963274529758 0.30458438434983753 0.67890269440617979 -0.322630057243596 -0.40559685877688106 0.77688962375381732 -0.10938540587111024 -0.56424550695047226 -1.0983949210811434 0.22401128164122092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 11 9 -9 -11 16 13 14 -3 -14 -2 18 25 -20 24 -22 23 -23 -21 26 27 -17 29 -19
right_child=1 12 3 -5 -6 -7 -8 8 -10 10 -12 -13 15 -15 -16 17 -18 28 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.021389565559736739 -0.0089877462605389025 -0.0078453872148470053 -0.014930793064898527 0.045480011975617185 -0.1151699214947783 -0.062902401528400334 0.056395993325360196 0.0720780799856061 0.08212674504511025 0.048222187414260924 -0.021633789873398354 -0.036666072289340816 0.037661460596288554 0.025751566787272386 -0.098309661675848925 -0.010256829706511806 0.044694881101613994 0.0022067519739748065 -0.063606998500130185 -0.024408311847140523 -0.06560769105455537 -0.021763497902178908 -0.074281941458698916 0.06304174891156554 0.047750434373218846 0.053217164858164107 -0.026003122573078331 0.080016234513734158 0.00019665763609663691 0.066218162857182641
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=24 24 33 29 29 20 34 28 20 24 21 25 22 36 29 22 24 24 42 26 20 43 34 21 21 29 22 37 20 2193 24
internal_value=0 0.00178195 0.0557569 -0.144952 -0.28941 -0.0996215 0.209209 0.231796 0.420983 0.275076 0.0840529 -0.0052985 -0.00406466 -0.215526 -0.437992 0.00255462 0.167044 -0.00239728 -0.0907105 -0.210262 -0.150105 -0.302223 -0.102391 0.127608 0.195383 0.137223 0.0451662 0.303269 0.00825727 0.232748
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 2976 300 140 111 91 57 160 90 66 46 70 2676 84 55 2592 48 2556 297 194 168 119 76 55 49 103 81 44 2259 66
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=2 2 4 2 1 2 2 4 1 3 0 3 3 1 3 3 4 4 3 2 4 2 2 3 1 0 0 0 0 0
split_gain=0.21135 1.65467 1.10249 1.04404 3.87286 0.967364 1.99836 1.84997 0.729439 1.10693 2.79176 1.0166 1.80465 4.50868 1.94663 2.4209 1.60187 3.52065 1.57322 1.50198 3.089 2.35978 2.09091 1.68322 1.50546 1.23631 1.57116 1.51136 2.06521 1.43993
threshold=0.4634139681032185 0.55865315853353603 -1.7293845022891365 0.51895469596483601 -0.39890776850745219 0.58437640656063106 0.6180089974687103 -1.4820381397966225 1.3150644352196563 -0.51515355123785833 -0.32962156417914373 -0.72367313630847496 -0.51515355123785833 -0.21634807566062375 -0.33260768921804279 -0.25658994226186033 0.22401128164122092 -0.64455359917775201 -0.12854889490248636 1.3694119875709123 0.81094894868529188 1.6601546044401261 1.1950889467043617 0.55770803435463012 0.10910956949171298 -1.1328004820063875 0.3183297814277824 0.053836514652953422 -0.36775868789023264 1.0335381844538831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 -7 -8 11 -10 -11 16 13 -13 -14 -16 17 -9 -17 22 21 23 25 -21 -24 -20 27 28 -27 -28
right_child=1 2 5 -5 -6 6 7 8 9 10 -12 12 14 -15 15 18 -18 -19 19 20 -22 -23 24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0012445121547560931 -0.057897813832244599 -0.036755069634562168 -0.033330871709786644 0.058580276405506206 0.055400265661926795 0.056974742644708455 0.064011602763471384 0.017096249364527173 0.061261676104824525 0.053243117557033662 -0.059044671166501861 0.1147211695486889 -0.047138828871182259 -0.01814122791539944 0.075080111316559853 -0.047237901771857785 0.0085002823694096986 -0.068295834135307792 -0.040745772282220115 -0.079871646760630799 -0.093069342416771048 0.031629332267879624 0.016143974806964698 0.00060020129099052526 0.098275981035431559 0.041505757777231381 -0.031045158739342223 0.081307427976661018 -0.038633570541804302 0.020466004736251972
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=2000 23 39 36 36 37 35 24 39 23 22 20 23 41 27 20 33 65 65 27 23 23 52 25 28 21 46 57 20 24 46
internal_value=0 0.026443 -0.00329198 0.295997 0.120352 0.0129864 0.0286819 0.0069895 -0.0108602 0.211957 0.00656198 -0.0314224 0.0146173 0.412772 -0.0259294 0.0171439 -0.182912 -0.358905 -0.018526 0.0207664 -0.180037 -0.0188803 0.112894 -0.353798 0.555944 0.0280984 0.0888593 0.301615 0.144402 -0.0912753
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 1000 904 96 60 865 829 794 770 65 42 705 536 50 486 445 169 104 425 392 126 103 266 51 46 220 193 90 70 103
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=0 0 1 3 2 3 0 4 1 4 1 1 1 4 2 4 3 4 2 0 3 1 1 1 2 3 4 4 4 0
split_gain=0.226959 0.974233 1.10664 0.993042 1.26457 2.4079 0.949276 0.384453 0.341864 1.41769 1.03554 1.49199 1.09587 0.641567 1.47328 0.550355 1.83308 0.509351 0.501553 2.37278 0.766477 1.84123 1.83465 1.81964 1.10259 0.765054 0.731912 1.10993 0.855368 2.1541
threshold=1.662997765389673 1.7108131486520113 -0.79586840799144409 -0.53782504402699527 -0.20375797063717246 0.4844119035173865 1.5849530200692274 -2.3051053658331933 2.0118078647735018 1.0000000180025095e-35 1.4618470221818429 1.5567904836956681 1.4023982116857308 -0.23523995060554853 -0.026065030697679757 1.8892166137401925 -0.061058339116983405 1.7462398500096417 -1.9887833080539181 0.24666446186726526 -1.5852352449854712 -0.75797711053509864 -0.38264265619358179 0.81691196093330809 -1.7745707838443123 -1.5165963258759956 1.5881977136779937 1.4832380925728488 1.3034681784140616 -0.21875033963248211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 -1 10 -10 12 -12 15 -13 -15 17 -17 18 19 -9 21 -20 -23 -24 -22 -26 27 28 -27 -30
right_child=1 2 3 4 5 -7 -8 8 9 -11 11 13 -14 14 -16 16 -18 -19 20 -21 24 22 23 -25 25 26 -28 -29 29 -31
leaf_value=0.024527577862102235 -0.053501796491316415 -0.038237420733122245 -0.020813582710199324 0.063663082028756715 0.046211401821465763 -0.046966430985954911 0.038298348326269042 -0.018249819398636718 0.061410708349326229 -0.01254848639132411 -0.061104935704859559 -0.025067372000826284 0.054133511874781409 0.047330698359938084 -0.030463774908082681 -0.062458585963671709 0.01257662425252871 0.029893167924864489 -0.030538611912801623 0.078566052611919235 -0.036289428359860619 0.08982391269476496 -0.0029892650832431746 0.071651433804052131 -0.044109709865931629 0.00047083103697121624 -0.03435807443366156 0.045613944429123601 0.031145085456595681 -0.054905905661130808
leaf_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
leaf_count=30 22 36 38 25 28 27 33 30 20 31 30 42 22 26 21 28 38 29 35 21 40 20 62 21 20 2107 30 26 21 41
internal_value=0 -0.0783414 -0.0171413 0.0814302 0.223108 0.0349596 0.00464875 0.000487599 -0.0021457 0.174555 -0.00542446 -0.202369 0.00365167 -0.0593243 0.118031 -2.85767e-05 -0.201446 0.00493911 0.00171158 0.218831 -0.00263904 0.158002 0.299411 0.157102 -0.0118053 -0.00542786 -0.00179707 0.00266748 -0.00250207 -0.255913
internal_weight=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
internal_count=3000 176 154 118 80 55 2824 2791 2761 51 2710 119 2591 89 47 2569 66 2503 2474 51 2423 138 103 83 2285 2245 2225 2195 2169 62
shrinkage=0.1


end of trees

feature importances:
Column_3=663
Column_4=633
Column_1=588
Column_0=563
Column_2=553

parameters:
[boosting: gbdt]
[objective: binary]
[metric: none,binary]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_seed: 2]
[early_stopping_round: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[verbosity: -1]
[max_bin: 255]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[histogram_pool_size: -1]
[data_random_seed: 1]
[output_model: LightGBM_model.txt]
[snapshot_freq: -1]
[input_model: ]
[output_result: LightGBM_predict_result.txt]
[initscore_filename: ]
[valid_data_initscores: ]
[pre_partition: 0]
[enable_bundle: 1]
[max_conflict_rate: 0]
[is_enable_sparse: 1]
[sparse_threshold: 0.8]
[use_missing: 1]
[zero_as_missing: 0]
[two_round: 0]
[save_binary: 0]
[enable_load_from_binary_file: 1]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[predict_raw_score: 0]
[predict_leaf_index: 0]
[predict_contrib: 0]
[num_iteration_predict: -1]
[pred_early_stop: 0]
[pred_early_stop_freq: 10]
[pred_early_stop_margin: 10]
[convert_model_language: ]
[convert_model: gbdt_prediction.cpp]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[max_position: 20]
[label_gain: ]
[metric_freq: 1]
[is_provide_training_metric: 0]
[eval_at: ]
[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