Reproducer for FIL/LightGBM mismatch

model.txt

tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=31
objective=binary sigmoid:1
feature_names=0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
feature_infos=[-6.5546088218688965:6.2278804779052734] -1:1:0 [-4.965395450592041:6.5972399711608887] [-4.6478652954101562:6.5585684776306152] [-8.2879343032836914:7.7419576644897461] [-6.8546819686889648:7.0196652412414551] [-8.7973241806030273:5.5609464645385742] [-6.5725240707397461:7.2596492767333984] -1:0:1 [-6.8401269912719727:6.9245181083679199] [-11.817563056945801:12.412569046020508] [-14.371319770812988:12.11441707611084] [-2.6720693111419678:3.1814792156219482] [-3.1954507827758789:3.3344674110412598] [-3.2284896373748779:3.2031958103179932] [-4.0048222541809082:3.3795340061187744] [-3.2715401649475098:2.9391093254089355] [-3.5124735832214355:2.8368351459503174] [-2.8929731845855713:3.4158065319061279] [-3.7133853435516357:3.583622932434082] [-2.697335958480835:3.3189976215362549] [-2.9512476921081543:3.3829400539398193] [-3.5988059043884277:2.945188045501709] -1:0:1 [-3.300701379776001:3.0906422138214111] [-3.132082462310791:3.1528604030609131] [-2.9600803852081299:3.1746981143951416] [-3.3740308284759521:3.2765915393829346] [-2.8621206283569336:3.2689967155456543] [-3.3815498352050781:2.7025766372680664] [-3.0758681297302246:3.1015768051147461] [-3.216130256652832:2.6690890789031982]
tree_sizes=985 975 978 980 984 980 974 980 877 882 862 883 855 878 976 879 975 980 879 967 978 981 981 979 959 971 869 877 858 756 978 964 963 861 776 860 762 774 858 757 672 957 982 758 758 767 759 960 657 776 859 869 866 763 758 984 867 857 973 758 659 880 972 653 859 672 655 770 973 986 661 968 963 661 865 656 660 776 757 970 865 862 969 658 987 762 656 867 662 970 555 765 988 970 973 757 978 858 966 971 760 863 863 765 963 983 961 985 879 764 865 659 768 865 978 553 965 981 967 860 766 964 768 658 557 974 865 981 975 970 557 975 994 863 765 769 868 981 663 656 864 966 978 987 873 860 989 970 555 871 557 966 966 560 663 989 985 868 972 663 978 976 763 989 659 771 864 859 972 988 869 971 978 980 656 979 992 668 765 870 979 860 659 863 963 963 965 666 985 866 873 990 766 868 864 872 968 994 869 763 966 965 996 661 971 973 989 661 667 980 664 561 670 866 775 978 971 662 661 988 985 664 870 764 660 963 864 872 987 879 988 766 771 659 664 875 869 968 988 773 994 868 659 972 760 771 873 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Tree=0
num_leaves=8
num_cat=1
split_feature=8 7 4 0 5 3 4
split_gain=155.357 86.5605 50.5997 29.0653 20.8205 6.42475 4.56277
threshold=0 -0.24360075592994687 -0.1948781609535217 -0.53437867760658253 -0.61190077662467945 -1.3030912876129148 -1.1332715749740598
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.076142990867663102 -0.10154780913191197 0.056934325767037879 -0.091675151548042955 -0.12770363762140524 -0.029971801317804712 0.16001047576302094 -0.20027438497060204
leaf_weight=30.492191940546036 5.4985919892787924 6.998207986354827 43.738799914717674 44.488607913255692 42.739055916666985 44.488607913255692 31.491935938596725
leaf_count=122 22 28 175 178 171 178 126
internal_value=-0.0320027 0.0463664 -0.0227398 -0.111318 -0.0798178 0.146 -0.185599
internal_weight=0 125.718 74.231 124.218 87.2277 51.4868 36.9905
internal_count=1000 503 297 497 349 206 148
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=1
split_feature=8 7 3 0 9 4 6
split_gain=126.338 70.788 41.3893 23.9623 19.4891 7.40211 3.92575
threshold=0 -0.80342191457748402 -0.9943212866783141 -0.53437867760658253 1.3687919378280642 0.74304640293121349 -1.2840110063552854
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.1163865502388183 -0.17598965431686908 0.16531145568151662 0.05388398728823296 -0.063366770182543108 0.067464445622060748 0.075232444325644313 -0.1101611452145221
leaf_weight=21.209802687168121 16.339339941740036 49.248934000730515 43.669745653867722 73.589386120438576 13.470078617334364 11.196261897683142 20.332739382982254
leaf_count=85 66 198 175 295 54 45 82
internal_value=0 0.0707626 -0.00177923 -0.0716859 -0.0431242 0.148626 -0.139491
internal_weight=0 125.325 64.8795 123.732 87.0595 60.4452 36.6721
internal_count=1000 503 260 497 349 243 148
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=8
num_cat=1
split_feature=8 4 0 3 0 9 13
split_gain=103.281 61.8 39.7789 20.9206 20.3346 15.5706 1.95178
threshold=0 -0.29410147666931147 -1.5799034237861631 -0.81044566631317128 -1.2200167775154112 0.023247927427291874 0.75571724772453319
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.023976336031074796 -0.16175036272073248 -0.15816980547177614 0.03553569073424126 0.16035508445985461 -0.078494387448185501 0.002049934378398904 -0.090890516340490793
leaf_weight=14.387326791882513 19.213121265172962 13.925320878624914 44.415969848632812 51.551983520388603 57.607241854071617 41.143095970153809 4.8730499595403662
leaf_count=58 79 56 179 210 232 166 20
internal_value=0 0.0642688 -0.0106993 0.130599 -0.0650307 -0.0449366 -0.147414
internal_weight=0 124.281 58.3413 65.9393 122.837 98.7503 24.0862
internal_count=1000 503 235 268 497 398 99
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=8
num_cat=1
split_feature=8 7 3 0 5 5 4
split_gain=84.755 56.1666 38.3088 18.2962 17.8169 4.92884 3.893
threshold=0 -0.24360075592994687 1.0190169811248782 -0.53437867760658253 -1.5012819170951841 -1.0008283853530882 -1.1332715749740598
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.053346599218822101 -0.041257885853181513 0.085403106966297646 0.095524873347651404 -0.098434394684858262 -0.0021955476764876115 0.15907804296833539 -0.13387383627043201
leaf_weight=45.521923989057541 5.3501923233270636 11.998454019427298 27.866466581821442 28.89188289642334 57.563531324267387 37.336731269955635 29.915120095014572
leaf_count=184 22 50 113 117 232 156 126
internal_value=0 0.0586494 0.00318171 -0.0591183 -0.0343569 0.14116 -0.119823
internal_weight=0 122.724 73.3884 121.721 86.4554 49.3352 35.2653
internal_count=1000 503 297 497 349 206 148
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=8
num_cat=1
split_feature=8 4 3 7 0 3 30
split_gain=69.8118 49.6401 21.8527 20.5792 15.8878 14.3686 1.06136
threshold=0 0.45788866281509405 -0.94009315967559803 -0.17649734020233152 -1.4239488244056699 -0.49797442555427546 -0.19639471918344495
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0052461096451089373 -0.10812277510954321 -0.066520026489273867 0.13133998500497665 0.10224492189994878 -0.08709727853181104 -0.0086502912960014586 -0.15468054228533507
leaf_weight=17.905513226985931 8.4591778218746203 34.642746150493622 59.137792065739632 9.1296006292104703 37.025384411215782 63.209217324852943 11.625719487667082
leaf_count=73 37 140 252 38 151 258 51
internal_value=0 0.0537191 0.102035 -0.0313207 -0.0538939 -0.0376276 -0.135072
internal_weight=0 120.816 77.0433 43.7723 120.319 100.235 20.0849
internal_count=1000 503 325 178 497 409 88
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=8
num_cat=1
split_feature=8 7 3 0 5 5 6
split_gain=57.6221 43.217 29.2498 14.6154 15.2673 4.56902 3.69472
threshold=0 -0.24360075592994687 1.0190169811248782 -0.53437867760658253 -0.61190077662467945 -1.0008283853530882 -1.2840110063552854
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.048225027969016544 -0.14317368210236059 0.070182123846196737 0.083059306340676917 -0.069054884526687621 0.015383611532000133 0.14300862057413583 -0.076001315619820931
leaf_weight=45.139292806386948 14.551671132445334 11.455717936158178 27.194794371724129 43.286056652665138 42.3761176019907 34.737975165247917 18.725480243563652
leaf_count=184 66 50 113 178 171 156 82
internal_value=0 0.0493872 0.00113276 -0.0491326 -0.0272841 0.124948 -0.105375
internal_weight=0 118.528 72.3341 118.939 85.6622 46.1937 33.2772
internal_count=1000 503 297 497 349 206 148
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=8
num_cat=1
split_feature=8 0 3 0 9 2 5
split_gain=47.6883 41.7137 39.4293 12.8905 14.5101 5.29499 1.08196
threshold=0 -1.8935308456420896 -1.5538635253906248 -1.4239488244056699 0.023247927427291874 1.0198284387588503 0.1806716322898865
decision_type=1 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.038814632778376226 -0.13505142207181861 -0.067477272228192706 0.095829651984763467 -0.063429559535841826 0.014105804127331416 -0.16774763694242095 -0.077884679246097516
leaf_weight=5.10581250488758 14.122144162654878 17.914354801177979 84.626041322946548 56.985876426100731 41.870409846305847 8.4676465243101102 4.3245623856782904
leaf_count=22 68 74 372 236 173 35 20
internal_value=0 0.0454921 0.0672991 -0.0449094 -0.0305896 -0.119248 -0.12165
internal_weight=0 116.114 102.54 117.303 98.8563 13.5735 18.4467
internal_count=1000 503 446 497 409 57 88
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=1
split_feature=8 4 0 0 3 3 6
split_gain=39.3757 38.8929 22.4159 11.9542 14.3692 11.9053 3.58779
threshold=0 -0.42436847090721125 0.026437759399414066 -0.53437867760658253 0.42707633972167974 -0.81044566631317128 -1.2840110063552854
decision_type=1 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.019125787456148794 -0.13329074069883765 -0.078380919127109649 0.046398068008623679 -0.057515354874404505 0.025622401932868508 0.126691830104218 -0.064655716596966076
leaf_weight=13.544166520237921 13.311020568013193 28.801869690418243 28.786358281970024 48.038813158869743 36.649241864681244 42.817658945918083 17.801701113581657
leaf_count=56 66 121 122 199 150 204 82
internal_value=0 0.0417885 -0.0160082 -0.0410113 -0.021537 0.100843 -0.09402
internal_weight=0 113.95 57.5882 115.801 84.6881 56.3618 31.1127
internal_count=1000 503 243 497 349 260 148
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=7
num_cat=1
split_feature=0 8 3 9 4 25
split_gain=34.9554 36.1481 31.5162 12.3063 10.4827 2.86418
threshold=-1.608339190483093 0 -2.0779349803924556 1.3687919378280642 -0.97413113713264454 -0.80188676714897145
decision_type=2 1 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.041147967105443009 -0.086493441966271817 -0.043279738237936807 0.08255311440397696 0.047311913209796726 -0.055992735152365081 -0.13761209835493746
leaf_weight=4.6547569185495403 12.731344178318976 80.433156311511993 82.460581317543983 18.431292563676834 5.3684605062007966 21.591680705547329
leaf_count=22 53 339 379 77 25 105
internal_value=0 0.0159598 0.0599442 -0.0263907 -0.0974331 -0.12136
internal_weight=0 194.056 95.1919 98.8644 31.6149 26.9601
internal_count=1000 848 432 416 152 130
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=7
num_cat=1
split_feature=0 3 8 4 4 25
split_gain=29.4868 32.6832 25.8529 22.638 9.04742 2.66709
threshold=-1.608339190483093 -0.46597588062286371 0 -3.2548031806945796 -0.97413113713264454 -0.80188676714897145
decision_type=2 2 1 2 2 2
left_child=4 3 -3 -2 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.037179279908081356 0.11611671014923274 0.090801556792713678 -0.00044403391191730982 -0.062941175866701976 -0.051216809019892506 -0.13088320722277391
leaf_weight=4.6374043226242092 8.0170575678348523 61.843435510993004 62.365765124559402 59.192033916711807 5.2865892201662126 20.488755643367764
leaf_count=22 35 299 262 252 25 105
internal_value=0 0.0145915 0.0449869 -0.0415822 -0.0914084 -0.114543
internal_weight=0 191.418 124.209 67.2091 30.4127 25.7753
internal_count=1000 848 561 287 152 130
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=7
num_cat=0
split_feature=7 5 3 6 4 5
split_gain=26.6613 27.7673 26.1257 38.0297 13.0384 9.42174
threshold=0.72382399439811718 -2.5921409130096431 -0.22925552725791928 -1.5970541238784788 -2.4476122856140132 -0.061541169881820672
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=0.034106735704917041 -0.11706283142954166 0.038451975892853971 -0.12241165904043783 0.043174912746141839 -0.083486629362222287 0.13473092250131055
leaf_weight=11.190756365656851 7.1804583668708792 17.101417690515518 16.745144754648209 80.776779994368553 59.888453096151352 25.055824682116508
leaf_count=48 35 83 81 363 265 125
internal_value=0 0.0647135 -0.0188639 0.0147426 -0.0649727 0.0956746
internal_weight=0 49.3377 168.601 97.5219 71.0792 42.1572
internal_count=1000 243 757 444 313 208
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=7
num_cat=1
split_feature=0 8 4 9 4 25
split_gain=24.0681 24.3976 20.3512 11.3747 9.89195 3.03164
threshold=-1.4239488244056699 0 0.45788866281509405 0.023247927427291874 -1.0175390839576719 -0.80188676714897145
decision_type=2 1 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.033154781592062088 0.088598302298995887 -0.050054186850207398 -0.013892307180268366 0.019565395679841828 -0.038855771674651061 -0.12177450551498403
leaf_weight=6.4571903347969046 56.053746625781059 54.844630658626556 29.607515186071396 41.020891219377518 5.5559014528989819 21.365972265601158
leaf_count=32 286 236 129 173 27 117
internal_value=0 0.0143909 0.053174 -0.0202639 -0.0780017 -0.104662
internal_weight=0 181.527 85.6613 95.8655 33.3791 26.9219
internal_count=1000 824 415 409 176 144
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=7
num_cat=0
split_feature=7 5 3 6 4 5
split_gain=22.0369 22.2801 21.5988 30.6722 10.3641 8.31453
threshold=0.72382399439811718 -2.5921409130096431 -0.22925552725791928 -1.5970541238784788 -2.4476122856140132 -0.061541169881820672
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=0.02902320139799058 -0.10817685136070219 0.034499727331009138 -0.11309841842467153 0.039071988334041588 -0.07665178722274002 0.1268202303648869
leaf_weight=11.04558254778385 6.7129180133342734 16.640429347753525 15.900991111993788 79.33100962638855 58.087818413972855 23.577333688735962
leaf_count=48 35 83 81 363 265 125
internal_value=0 0.060472 -0.0172221 0.0136639 -0.0597679 0.0886219
internal_weight=0 46.9307 164.365 95.232 69.1334 40.2178
internal_count=1000 243 757 444 313 208
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=7
num_cat=1
split_feature=0 8 3 9 4 5
split_gain=19.4146 19.4904 17.2656 9.77797 7.9604 2.98155
threshold=-1.4239488244056699 0 -2.0779349803924556 0.023247927427291874 -1.0175390839576719 -0.87118589878082264
decision_type=2 1 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.02804646222998099 -0.065541860370057145 -0.046043211453901181 0.06691014703312656 0.018891758494466379 -0.13063549480963138 -0.061642333474965783
leaf_weight=6.3025256097316769 11.430482342839239 53.828968465328217 70.798071652650833 40.740475818514824 13.10432124882937 11.999070674180979
leaf_count=32 50 236 365 173 79 65
internal_value=0 0.0128912 0.0484982 -0.0180693 -0.0724315 -0.0976577
internal_weight=0 176.798 82.2286 94.5694 31.4059 25.1034
internal_count=1000 824 415 409 176 144
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=1
split_feature=7 5 3 6 0 1 5
split_gain=18.6572 18.1471 17.0664 24.7644 8.93099 5.70753 4.70534
threshold=0.72382399439811718 -1.8325304388999937 -0.22925552725791928 -1.5970541238784788 0.53955504298210155 0 0.85046622157096874
decision_type=2 2 2 2 2 1 2
left_child=2 5 4 -4 -1 -2 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.093813128808430513 0.01446543112789956 0.055516297616296797 -0.10550722005689167 0.034563706351449001 -0.020661988380950805 -0.13012785763440837 0.13025564660803243
leaf_weight=30.921972796320915 5.7040140703320503 16.576891630887985 15.066704377532004 77.793824329972267 36.262786000967026 5.235758423805235 17.126033574342728
leaf_count=152 29 88 81 363 161 30 96
internal_value=0 0.0571705 -0.0159389 0.0118371 -0.05433 -0.0547367 0.0934949
internal_weight=0 44.6427 160.045 92.8605 67.1848 10.9398 33.7029
internal_count=1000 243 757 444 313 59 184
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=7
num_cat=1
split_feature=0 8 7 25 4 25
split_gain=15.5503 16.4366 16.3569 9.51765 4.93372 2.45476
threshold=-1.608339190483093 0 -0.25185197591781611 -1.5476546287536619 -0.97413113713264454 -0.80188676714897145
decision_type=2 1 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.022834646115791814 0.0083777133710332633 0.12132935233395335 0.10033308364654335 -0.025267210432548037 -0.031446238375446335 -0.11352953976631819
leaf_weight=4.3358913809061077 51.283325642347336 4.6582312285900107 31.059633553028107 89.90390133112669 4.7375590801239076 15.774317093193526
leaf_count=22 237 20 195 396 25 105
internal_value=0 0.0103983 0.0430631 -0.0180457 -0.074084 -0.094571
internal_weight=0 176.905 82.343 94.5621 24.8478 20.5119
internal_count=1000 848 432 416 152 130
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=1
split_feature=7 5 3 6 9 8 27
split_gain=14.562 15.0253 14.3806 19.3952 12.2621 9.50484 2.57149
threshold=0.72382399439811718 -0.29206293821334833 0.12777689099311831 -1.5970541238784788 1.444472134113312 0 -0.080120045691728578
decision_type=2 2 2 2 2 1 2
left_child=2 5 4 -4 -1 -2 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.066620218682575047 0.088029274348558034 0.074102806540042407 -0.098695946443476026 0.03662011387886837 0.029969158633836476 -0.060575326517254169 0.14167027390323003
leaf_weight=59.23061216622591 6.3986964225769043 11.265495963394644 12.554627999663351 67.772392407059669 16.891541935503483 13.148224443197252 11.264950796961783
leaf_count=277 41 66 72 323 85 68 68
internal_value=0 0.0522259 -0.0140428 0.015471 -0.045187 -0.0119295 0.107886
internal_weight=0 42.0774 156.449 80.327 76.1222 19.5469 22.5304
internal_count=1000 243 757 395 362 109 134
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=1
split_feature=0 6 4 1 10 6 21
split_gain=14.378 20.1453 17.1911 15.309 12.3818 9.07745 1.18794
threshold=0.42796576023101812 2.090929508209229 -0.1948781609535217 0 1.8647432923316958 -0.41582041978836054 0.47412592172622686
decision_type=2 2 2 1 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.043293809060859445 -0.035692301758265418 -0.12045246920429981 -0.051392868722496723 -0.00027737851843814858 0.072205424165111817 0.096013272127725258 -0.18263575043475347
leaf_weight=34.216336838901043 43.483141474425793 8.1813897937536222 43.617700703442097 13.890085928142069 14.079091265797613 33.169402882456779 4.9194689691066733
leaf_count=189 213 41 236 63 77 158 23
internal_value=0 -0.0290782 -0.009768 0.0252856 -0.0093017 0.0675921 -0.143803
internal_weight=0 90.9349 77.834 104.622 57.5622 47.0595 13.1009
internal_count=1000 489 425 511 290 221 64
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=7
num_cat=1
split_feature=0 3 8 4 4 18
split_gain=12.2427 13.0095 16.223 9.11287 3.78343 2.43008
threshold=-1.608339190483093 -2.0779349803924556 0 -1.5022985935211179 -0.97413113713264454 -0.58789622783660878
decision_type=2 2 1 2 2 2
left_child=4 3 -3 -2 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.017016942304569332 0.061658990765197201 0.056214018854568365 -0.0099740039749858737 -0.099601942855486472 -0.031071756032734224 -0.11069128581902639
leaf_weight=4.2152359783649471 4.4632520824670818 66.741359956562519 83.189441233873367 16.309322997927666 5.3763469308614793 13.357113488018507
leaf_count=22 20 379 372 77 36 94
internal_value=0 0.0092138 0.0194894 -0.064953 -0.0685807 -0.0878411
internal_weight=0 170.703 149.931 20.7726 22.9487 18.7335
internal_count=1000 848 751 97 152 130
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=8
num_cat=0
split_feature=7 5 9 4 11 4 11
split_gain=11.6835 12.8097 12.3112 20.4756 16.7993 8.87305 3.06941
threshold=0.72382399439811718 -0.061541169881820672 1.1778265833854678 -0.33099606633186335 2.8228979110717778 -1.7280503511428831 -0.67806494235992421
decision_type=2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.057083040106358479 0.079785324794336074 0.079241404771372426 0.12914032470059578 -0.012550697441871509 0.035658457408805036 -0.057326720292776481 0.16466444451003565
leaf_weight=74.559488698840141 7.4506539776921299 13.085425630211832 14.270331270992754 35.746364489197731 26.464648403227329 12.876972898840902 6.1990496367216101
leaf_count=364 43 89 74 189 130 75 36
internal_value=0 0.0483168 -0.0126996 0.0278754 -0.0327881 -0.00707125 0.106701
internal_weight=0 39.6121 151.041 50.0167 101.024 20.3276 19.2845
internal_count=1000 243 757 263 494 118 125
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=8
num_cat=1
split_feature=0 6 1 4 10 2 21
split_gain=11.0075 16.4659 12.4383 12.0948 9.51859 7.54132 1.0542
threshold=0.42796576023101812 2.090929508209229 0 -0.1948781609535217 1.8647432923316958 1.7490286231040957 0.47412592172622686
decision_type=2 2 1 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=0.036849998427099927 -0.032688943402819824 -0.11061133247680199 0.035070262591349675 -0.044254138010187988 0.063939425383357326 0.12449294092518221 -0.17104331652423993
leaf_weight=32.897137306630611 42.335356116294861 7.6205848827958089 32.734632179141045 41.687293462455273 13.427908405661581 13.247476354241369 4.6467506140470505
leaf_count=189 213 41 159 236 77 62 23
internal_value=0 -0.0261399 0.0223293 -0.00848134 -0.00942063 0.060833 -0.133502
internal_weight=0 86.8518 101.745 74.5844 55.7633 45.9821 12.2673
internal_count=1000 489 511 425 290 221 64
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=8
num_cat=1
split_feature=0 8 4 9 2 3 6
split_gain=9.52593 10.5225 13.8548 8.16296 3.35619 3.69868 0.591316
threshold=-1.608339190483093 0 0.61790910363197338 -0.4441510140895843 1.4031839370727541 1.4703543782234194 -0.45363011956214899
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.071929467695503388 0.068259352258692521 -0.044735393939663498 -0.021599863629764973 0.015153326414580604 -0.083898820108549585 0.036372337164944216 -0.14118312879837219
leaf_weight=8.9907567501068133 47.72763603925705 45.411256983876228 26.789088122546673 45.626161992549896 3.0891079902648926 4.8568329513072959 4.3247100934386244
leaf_count=66 303 210 129 206 27 30 29
internal_value=0 0.00808868 0.0359546 -0.0147203 -0.0630153 -0.0339442 -0.117315
internal_weight=0 165.554 74.5167 91.0374 21.2614 13.8476 7.41382
internal_count=1000 848 432 416 152 96 56
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=8
num_cat=1
split_feature=3 0 8 9 10 4 30
split_gain=9.56011 11.1486 9.59276 9.17445 7.58285 6.63772 1.36018
threshold=-1.9173253774642942 1.4968117475509646 0 -0.072343081235885606 -1.5789780020713804 -0.31387105584144587 0.1675633788108826
decision_type=2 2 1 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=0.088007300959143706 0.02197620137546976 0.015710721009344054 -0.035624527492356756 0.10907006812275354 -0.14773173813224957 -0.060946047643631401 -0.075711235275057714
leaf_weight=4.692008212208747 56.352916337549686 27.65281593054533 59.376623902469873 16.995244547724724 6.7544274851679784 8.2556327506899851 4.2864572554826736
leaf_count=22 335 145 311 85 33 45 24
internal_value=0 0.00879971 -0.00757664 0.0512479 -0.0588862 -0.00696785 -0.119771
internal_weight=0 160.378 115.73 44.6481 23.9885 12.9476 11.0409
internal_count=1000 876 646 230 124 67 57
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=8
num_cat=1
split_feature=7 5 9 6 11 1 13
split_gain=9.24334 10.7702 10.0318 16.4371 14.1992 8.24242 2.54529
threshold=0.72382399439811718 -0.29206293821334833 1.2301043272018435 -1.5970541238784788 0.95515820384025585 0 1.2108707427978518
decision_type=2 2 2 2 2 1 2
left_child=2 5 4 -4 -1 -2 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.063327027989360352 0.051324942137466849 0.10955232053588358 -0.07771960536378815 0.060870457292255611 0.012949236688268022 -0.086156509949679744 0.0041069601249754699
leaf_weight=54.888562299311161 9.394975557923317 16.989144831895832 11.327481437474487 34.999502331018448 43.944699615240097 8.1383134089410305 2.6456874907016745
leaf_count=280 58 116 79 177 221 51 18
internal_value=0 0.0444761 -0.0114137 0.0269836 -0.029412 -0.0124889 0.0953441
internal_weight=0 37.1681 145.16 46.327 98.8333 17.5333 19.6348
internal_count=1000 243 757 256 501 109 134
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=8
num_cat=0
split_feature=4 9 9 11 3 9 9
split_gain=8.64966 44.042 13.9509 13.2065 12.511 12.4883 3.17892
threshold=-1.6327362060546873 -0.92759951949119557 -2.1211913824081416 0.91672056913375866 -2.0779349803924556 -2.3239196538925166 0.14427632093429568
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=-0.12387596792535741 -0.053402902083339254 0.073408118091286598 -0.11025951354625299 0.14104458748903678 -0.013478953621095838 0.0071093670896672624 0.14853961794253465
leaf_weight=13.218756251037123 5.3249172121286383 8.0853382498025912 15.584730133414267 10.152156181633471 93.455156911164522 16.198120638728142 18.557165987789631
leaf_count=65 28 53 86 55 515 89 109
internal_value=0 0.0326025 -0.0147008 0.0741446 -0.0273115 -0.0517502 0.125739
internal_weight=0 56.0594 124.517 15.4771 109.04 29.4169 26.6425
internal_count=1000 316 684 83 601 154 162
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=8
num_cat=0
split_feature=0 5 7 6 2 11 5
split_gain=7.79906 9.19404 16.124 10.1645 6.92899 6.17574 2.53151
threshold=-0.53437867760658253 -0.6501457393169402 -1.6289549469947813 -1.5804541110992429 -0.49497580528259272 -0.056552402675151818 0.58276480436325084
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.087930103427111106 -0.14067917513248443 -0.041606614423937552 0.067979081879328204 -0.0022672871422952092 -0.095827901461126186 -0.013332137894685309 -0.029415821812452461
leaf_weight=5.3007261417806131 5.8169053792953482 18.481462344527245 49.089950371533632 60.366287387907505 18.326088756322861 17.975549452006817 2.814583845436573
leaf_count=35 28 87 279 310 130 110 21
internal_value=0 0.0120591 0.0380063 -0.0144324 -0.0363038 -0.0549783 0.0472317
internal_weight=0 133.755 67.5714 66.1832 44.4169 36.3016 8.11531
internal_count=1000 704 366 338 296 240 56
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=7
num_cat=0
split_feature=3 10 10 0 25 29
split_gain=7.21065 10.7186 9.48299 9.10465 6.56105 6.06616
threshold=-0.49797442555427546 -4.9047172069549552 -1.5789780020713804 -0.53437867760658253 -1.1350241899490354 -0.26495224237442011
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -4
right_child=1 3 5 -5 -6 -7
leaf_value=0.14836015005357645 -0.12258813901486104 -0.022053370991808693 -0.011403936124996517 0.040185488829667729 -0.0049818873499681733 -0.10523227425794086
leaf_weight=3.1010379716753986 5.4363675117492667 33.800161622464657 11.200007483363153 77.157839104533195 27.846055686473846 17.907253980636597
leaf_count=15 25 221 62 430 151 96
internal_value=0 0.0145092 -0.0281545 0.0212262 0.0103837 -0.0691286
internal_weight=0 116.394 60.0544 110.958 30.9471 29.1073
internal_count=1000 676 324 651 166 158
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=7
num_cat=1
split_feature=8 7 4 25 11 5
split_gain=6.80398 13.0499 9.22213 7.95442 7.33184 3.95496
threshold=0 -0.3504571914672851 -1.9988602399826048 -2.033527016639709 4.8875966072082528 -1.0008283853530882
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=0.092940613189603782 0.20103728821835609 0.022436437289137714 -0.024172325211049488 -0.032602268568165713 0.050504922467924429 0.10594608845399539
leaf_weight=7.8939714878797522 1.6295731812715519 8.3101334720850009 45.363585826009512 81.725682262331247 12.200050290673969 17.858029406517744
leaf_count=48 7 54 240 431 59 161
internal_value=0 0.0215996 -0.00681355 -0.0180071 -0.0218074 0.0794262
internal_weight=0 79.4257 53.2576 95.5553 93.9257 26.1682
internal_count=1000 503 288 497 490 215
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=7
num_cat=0
split_feature=5 3 9 6 4 7
split_gain=6.78842 8.26815 9.67595 7.06868 4.9185 7.73208
threshold=-2.8203281164169307 1.8012591600418093 0.16526672244071963 1.7133946418762209 1.4291652441024782 -1.5343946218490598
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=0.064669551675142559 -0.033123844930269493 0.069917060258287991 0.025079155025366891 -0.035849651512259766 -0.13872129482762757 -0.08391936540177071
leaf_weight=5.7768076956272134 61.774595957249403 29.963274218142033 53.127821940928698 8.0075756609439832 5.1844724416732779 8.8935952596366405
leaf_count=30 343 178 309 50 38 52
internal_value=0 0.00715667 -0.00621233 0.0476122 -0.054997 -0.0254091
internal_weight=0 152.873 114.902 37.9708 19.8549 14.6704
internal_count=1000 880 652 228 120 82
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=6
num_cat=0
split_feature=0 3 9 4 4
split_gain=6.6016 6.62804 8.09777 5.76736 0.143809
threshold=-3.1315989494323726 -2.0779349803924556 -2.3239196538925166 -1.6327362060546873 1.3520237207412722
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.093457079566438728 0.063221928862632101 -0.043605795345262668 0.020576545470271136 -0.07982558018325453 -0.12758348316929516
leaf_weight=2.1736944355070582 3.4685782492160824 23.336105294525623 124.71325838193297 15.038198988884686 2.8588698096573353
leaf_count=22 17 126 722 87 26
internal_value=0 0.00340687 0.0104599 -0.0530153 -0.112843
internal_weight=0 166.556 148.049 18.5068 5.03256
internal_count=1000 952 848 104 48
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=8
num_cat=1
split_feature=0 6 1 4 10 6 21
split_gain=6.50147 12.0428 8.8495 7.31727 6.87995 6.35064 1.07135
threshold=0.42796576023101812 2.090929508209229 0 -0.1948781609535217 1.8647432923316958 -0.41582041978836054 0.47412592172622686
decision_type=2 2 1 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=0.031783463650280591 -0.030668558143224656 -0.095870074968941399 -0.0072993528756105687 -0.034968857132840377 0.056500377138348518 0.076760215802905152 -0.16165876480901425
leaf_weight=29.058350935578346 39.048296060413122 6.2918934710323793 12.884743727743624 37.761786341667175 11.787769392132757 29.71467737480998 4.0807341262698174
leaf_count=189 213 41 63 236 77 158 23
internal_value=0 -0.021502 0.0177161 -0.00594 -0.010456 0.0513353 -0.121752
internal_weight=0 77.1928 93.4355 66.8201 50.8361 42.5994 10.3726
internal_count=1000 489 511 425 290 221 64
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=8
num_cat=0
split_feature=7 5 9 6 11 4 2
split_gain=5.68335 7.90047 7.82545 12.9764 11.4691 5.75517 3.00073
threshold=0.72382399439811718 -0.061541169881820672 1.2183623313903811 -1.5970541238784788 4.5497055053710946 -1.7280503511428831 -0.7764601707458495
decision_type=2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.03948079154271765 0.066644575238576628 0.0042300331319253407 -0.0728139614436773 0.056154105374211297 0.064693646965538185 -0.051164590710894908 0.11142336979375521
leaf_weight=79.795905638486147 6.5016643740236786 3.3130894228816024 10.199257820844648 33.188428834080696 12.181688785552977 11.448180615901945 12.332405291497706
leaf_count=437 43 23 80 180 60 75 102
internal_value=0 0.0367816 -0.00917007 0.0258372 -0.0256837 -0.0084926 0.0887241
internal_weight=0 33.5953 135.365 43.3877 91.9776 17.9498 15.6455
internal_count=1000 243 757 260 497 118 125
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=8
num_cat=0
split_feature=4 9 9 9 25 11 11
split_gain=5.69391 27.0282 16.2495 9.72976 8.0186 6.41204 6.17421
threshold=-0.44345408678054804 -2.2834039926528926 -2.0369137525558467 0.10403871536254884 -0.64878144860267628 2.4154888391494755 0.55282053351402294
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -3 -4 -2 -1
right_child=2 3 4 -5 -6 -7 -8
leaf_value=-0.13023236099962401 -0.019764350215479357 0.01494179398509965 0.016824241061437359 0.094288105877871189 -0.053396704967208941 0.16249711644641529 6.2527011930760775e-05
leaf_weight=12.158125504851343 2.754703011363743 35.211688846349716 23.125069983303547 27.542605314403772 54.791017659008503 6.4490992315113544 5.1890715509653083
leaf_count=61 17 220 129 182 323 35 33
internal_value=0 0.0192257 -0.0177122 0.0497666 -0.0325555 0.107946 -0.0912572
internal_weight=0 80.1015 87.1199 62.7543 77.9161 9.2038 17.3472
internal_count=1000 496 504 402 452 52 94
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=7
num_cat=0
split_feature=5 7 9 15 7 19
split_gain=5.85288 6.14418 8.89713 5.55092 2.79657 2.34577
threshold=-3.3947547674179073 0.72382399439811718 1.1778265833854678 0.62280827760696422 -2.3758826255798335 -0.71499815583229054
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.014375397291755255 -0.022628774044187786 0.020894266903639002 0.035142169306249062 0.12039204428313088 -0.01257819297487852 -0.12705338819055065
leaf_weight=3.1287508755922309 84.964098069816828 21.979523144662384 38.846679605543613 7.527375563979148 2.4727746061980715 6.4832402803003779
leaf_count=17 467 160 235 58 15 48
internal_value=0 0.00527014 -0.00450265 0.0462767 -0.0670136 -0.0954465
internal_weight=0 153.318 123.811 29.5069 12.0848 8.95601
internal_count=1000 920 702 218 80 63
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=6
num_cat=1
split_feature=0 8 7 5 4
split_gain=5.61635 5.57045 10.6274 6.5463 0.125931
threshold=-3.1315989494323726 0 -0.3504571914672851 -1.2619942426681516 0.4314530491828919
decision_type=2 1 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.088704133481742498 -0.0023833637645957325 -0.048067143973077223 0.080790208441788192 0.0077610560993504512 -0.12376126223393263
leaf_weight=1.607837077230214 48.525583602488041 34.038475353270769 22.478657234460115 54.845916982740164 2.8250250741839409
leaf_count=17 270 189 211 282 31
internal_value=0 0.0030642 0.0239479 -0.0136185 -0.111046
internal_weight=0 159.889 71.0042 88.8844 4.43286
internal_count=1000 952 481 471 48
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=7
num_cat=0
split_feature=3 0 4 19 20 4
split_gain=5.14964 7.18999 6.23327 5.99658 5.53681 3.42562
threshold=-2.0779349803924556 1.4968117475509646 -4.3594760894775382 -1.2883465886116026 0.50320798158645641 -1.5022985935211179
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=0.0097540489704097434 0.10807491223445252 -0.07475034700458659 -0.012973995104985883 0.054222206204519299 0.037091944346540812 -0.1156845524796951
leaf_weight=2.8160838112235078 4.4437567479908457 3.9944111965596667 99.604733265936375 36.981793228536844 5.0368824005126944 9.5946287140250206
leaf_count=15 29 23 628 212 30 63
internal_value=0 0.00616887 -0.00780418 0.0416498 -0.051334 -0.0872216
internal_weight=0 145.025 104.048 40.9762 17.4476 12.4107
internal_count=1000 892 657 235 108 78
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=6
num_cat=0
split_feature=18 18 3 0 24
split_gain=4.86213 6.00689 5.00787 4.09254 3.43185
threshold=-1.5012420415878294 -0.79747301340103138 -1.9747513532638548 0.44619986414909368 -0.16819797456264493
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.11986294046940388 -0.095455861734918948 -0.049530439266647165 0.011263960778802967 -0.012059156289138541 0.0097848555740840601
leaf_weight=5.494624137878418 11.053864467889072 15.429935373365877 111.18562453612685 12.582193262875078 5.8450704440474492
leaf_count=33 75 97 687 73 35
internal_value=0 -0.00478363 0.00385528 -0.0510613 0.063123
internal_weight=0 150.252 126.616 23.6361 11.3397
internal_count=1000 932 784 148 68
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=6
num_cat=1
split_feature=0 8 7 25 4
split_gain=4.7925 4.92233 8.92259 6.07566 0.134768
threshold=-3.1315989494323726 0 -0.3504571914672851 -2.033527016639709 0.4314530491828919
decision_type=2 1 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.083706615457338179 -0.0012433745790089898 0.18528024355693884 0.076665154274634578 -0.016435221821027739 -0.12165163965837318
leaf_weight=1.4789152666926373 47.771346688270569 1.5194431990385044 21.234299413859844 86.416821083053946 2.5497094579041004
leaf_count=17 270 7 211 464 31
internal_value=0 0.00273844 0.0227305 -0.0129498 -0.107722
internal_weight=0 156.942 69.0056 87.9363 4.02862
internal_count=1000 952 481 471 48
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=7
num_cat=0
split_feature=13 11 9 7 5 10
split_gain=4.69612 9.69146 7.81115 5.98415 12.3689 6.52757
threshold=1.3883623480796816 3.0093994140625004 0.39663147926330572 0.25074130296707159 -0.59729230403900135 -4.4574854373931876
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.09660781274315991 -0.06109034398411653 0.19021851882470467 0.094461269734373646 -0.034415898725549912 0.078111412363468413 -0.010472198628040285
leaf_weight=9.7138080373406392 7.1722935102880019 3.8099051564931861 5.870577484369278 17.83502896130085 21.5968506205827 93.323093025013804
leaf_count=54 40 20 36 128 170 552
internal_value=0 0.0499086 0.00892321 -0.00591411 0.0272153 -0.0185926
internal_weight=0 16.8528 13.0429 142.469 39.4319 103.037
internal_count=1000 96 76 904 298 606
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=6
num_cat=0
split_feature=31 30 2 4 12
split_gain=4.55035 6.78805 5.45251 6.02559 3.27322
threshold=1.3691098093986513 0.68849521875381481 4.188784360885621 -1.6822952032089231 -0.27862833440303797
decision_type=2 2 2 2 2
left_child=2 4 3 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.022586718203545311 0.017169150851608021 -0.046935205339473568 0.092133069298136264 -0.023443517433391254 0.12951618627614703
leaf_weight=40.467028135433793 3.9136504754424104 5.086900118738412 5.4622970893979064 95.679113602265716 7.6867571659386167
leaf_count=267 25 30 34 602 42
internal_value=0 0.0493788 -0.00583143 -0.00976185 0.0916135
internal_weight=0 16.6873 141.608 136.146 11.6004
internal_count=1000 97 903 869 67
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=5
num_cat=1
split_feature=20 0 6 1
split_gain=4.26722 5.62986 8.57353 6.40544
threshold=1.9680437445640566 0.42796576023101812 2.090929508209229 0
decision_type=2 2 2 1
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0098940836608487417 0.10777293308444834 -0.010636342056107717 -0.11331315042289183 0.044222942956203416
leaf_weight=59.233092032372952 3.5896898657083502 46.33178741671145 9.2706009913235885 39.369003169238567
leaf_count=414 18 286 64 218
internal_value=0 -0.00251825 -0.0238898 0.0145648
internal_weight=0 154.204 68.5037 85.7008
internal_count=1000 982 478 504
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=8
num_cat=0
split_feature=20 0 3 2 5 31 2
split_gain=4.05299 8.81265 6.09042 6.07265 5.79253 5.61585 1.68894
threshold=0.59053277969360363 -1.0983795523643491 2.016233086585999 3.0348654985427861 -0.87853625416755665 1.2376570701599123 1.3352790474891665
decision_type=2 2 2 2 2 2 2
left_child=2 6 5 -3 -4 -1 -2
right_child=1 3 4 -5 -6 -7 -8
leaf_value=-0.033071853425336785 -0.029455158595531196 0.029858665704530662 -0.018253512111479478 0.15047750471654364 0.077693803870014844 0.039046043680941639 -0.12502517437306213
leaf_weight=74.659190829843283 3.9820012450218192 32.266148820519447 11.75914558209479 4.794125471264123 13.534261789172886 12.623300477862356 3.4523295108228922
leaf_count=467 30 192 85 31 89 76 30
internal_value=0 0.0255292 -0.0101207 0.0454619 0.033087 -0.0226417 -0.0738356
internal_weight=0 44.4946 112.576 37.0603 25.2934 87.2825 7.43433
internal_count=1000 283 717 223 174 543 60
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=8
num_cat=1
split_feature=8 4 30 0 11 9 9
split_gain=4.16439 9.56729 7.0467 6.19917 5.18153 11.3174 8.72051
threshold=0 0.74304640293121349 0.94265824556350719 0.05741167068481446 4.8875966072082528 -2.3101347684860225 -1.6665836572647093
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0013001681601577074 -0.10419180738477452 -0.0058025126537047233 -0.14444708088933841 0.079148241634161884 0.17663956585156129 -0.0054105911207554345 -0.010159237620305262
leaf_weight=17.159158172085881 14.306459575891493 21.786387432366613 4.4075320027768603 25.327826641499996 3.6099937260150901 61.27190014347434 8.1217629294842464
leaf_count=130 74 134 26 213 16 363 44
internal_value=0 0.0184024 -0.0291316 0.0477079 -0.0145112 -0.0241092 0.0473209
internal_weight=0 68.6809 26.1939 42.487 87.3101 75.5784 11.7318
internal_count=1000 503 160 343 497 437 60
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=6
num_cat=0
split_feature=5 11 9 30 4
split_gain=4.01465 4.5461 4.94435 2.52307 1.56049
threshold=-3.3947547674179073 7.2632155418396005 -2.3239196538925166 0.51334100961685192 -1.3408321142196653
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.036029817793451629 -0.043781442190676326 0.12299479068526192 0.0095004687428239497 0.021579181597163932 -0.12509721895966847
leaf_weight=3.4232788980007163 20.375638268887997 3.1628342419862738 119.90250125713646 2.9001305866986504 4.6243031602352849
leaf_count=20 122 16 782 22 38
internal_value=0 0.00443435 0.00176118 -0.0583907 -0.0872097
internal_weight=0 143.441 140.278 10.9477 8.04758
internal_count=1000 920 904 80 58
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=6
num_cat=0
split_feature=3 0 5 6 4
split_gain=4.00051 4.0472 6.84613 6.46143 3.42015
threshold=-2.7369303703308101 1.4968117475509646 -1.4261576533317564 2.1820205450057988 -0.31387105584144587
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0091205354487949621 0.0014913439849062171 -0.027320074794403255 0.057311975023206757 -0.080134551529035786 -0.12593681282605937
leaf_weight=3.1955975964665413 92.136504037305713 14.27104130387306 28.943178346380591 10.838600231334565 4.5373491160571566
leaf_count=18 611 85 175 77 34
internal_value=0 0.00367856 0.0293631 -0.00710015 -0.0701251
internal_weight=0 146.189 43.2142 102.975 7.73295
internal_count=1000 948 260 688 52
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=6
num_cat=0
split_feature=18 18 19 12 3
split_gain=3.75501 4.58763 4.44839 3.86332 3.16989
threshold=-1.5012420415878294 -0.79747301340103138 0.59844911098480236 -0.82562109827995289 0.46754512190818792
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0085456529532506546 0.030683098008066057 -0.0084223101730849827 0.034774421225661233 -0.068891204434954847 0.11779697922161268
leaf_weight=5.9996716659516078 5.0474084168672588 87.435217924416065 32.776409644633532 17.087027426809072 4.7650325894355774
leaf_count=37 32 563 221 116 31
internal_value=0 -0.00434787 0.00335553 -0.0461849 0.0569061
internal_weight=0 142.346 120.212 22.1344 10.7647
internal_count=1000 932 784 148 68
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=6
num_cat=0
split_feature=0 9 6 3 13
split_gain=3.6808 4.34403 11.7783 5.88241 0.139153
threshold=-3.1315989494323726 1.555183529853821 -1.5970541238784788 1.8012591600418093 -0.51780930161476124
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.076067001062880946 -0.018489295835235158 -0.077437878595103413 0.067533545451418417 0.035616582251563743 -0.11761801155394601
leaf_weight=1.2835359722375872 91.495359728112817 7.2323597390204659 24.894829573109746 25.748917499557137 2.1663164086639872
leaf_count=18 560 62 148 182 30
internal_value=0 0.00232026 0.0348981 -0.00660669 -0.102159
internal_weight=0 149.371 32.1272 117.244 3.44985
internal_count=1000 952 210 742 48
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=8
num_cat=0
split_feature=4 9 9 9 5 11 11
split_gain=3.7759 18.9296 10.9326 7.92805 6.22707 5.04543 4.5505
threshold=-0.44345408678054804 -2.2834039926528926 -1.8577739000320432 0.10403871536254884 -0.15890216827392575 0.55282053351402294 2.9298924207687382
decision_type=2 2 2 2 2 2 2
left_child=1 5 6 -3 -4 -1 -2
right_child=2 3 4 -5 -6 -7 -8
leaf_value=-0.11744108353944077 -0.0047184653915926782 0.010948869998032351 -0.051017099011369672 0.08645252847056395 0.010560209624053404 0.006935401526053645 0.14424285410664833
leaf_weight=11.062620408833025 3.2344837151467782 32.430281024426222 44.438012121245265 24.347847456112504 26.049536811187863 4.6251339204609385 5.6035190932452679
leaf_count=61 22 220 287 182 162 33 33
internal_value=0 0.0164612 -0.015115 0.0433267 -0.0282605 -0.0807719 0.0897268
internal_weight=0 72.4659 79.3256 56.7781 70.4875 15.6878 8.838
internal_count=1000 496 504 402 449 94 55
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=5
num_cat=0
split_feature=31 4 9 9
split_gain=3.47512 4.4849 23.1424 6.97193
threshold=-2.0173729658126827 -1.6822952032089231 -0.92759951949119557 -2.1211913824081416
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.099658130364174147 -0.040952726043054756 0.054937314063541388 0.10573057476149145 -0.023567126289798717
leaf_weight=3.4170075599104157 24.081269420683384 12.935402333736418 19.437773862853646 90.176288543269038
leaf_count=24 146 83 156 591
internal_value=0 -0.00235685 0.0245633 -0.0137187
internal_weight=0 146.631 43.519 103.112
internal_count=1000 976 302 674
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=6
num_cat=1
split_feature=3 8 4 6 4
split_gain=3.48513 3.86234 6.78132 5.06931 2.69022
threshold=-2.7369303703308101 0 1.7819178700447085 1.8600274920463564 -0.31387105584144587
decision_type=2 1 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.0020439841000959805 0.039893227195585357 -0.0020340271006697636 -0.041162419559487122 -0.081703575176723539 -0.12119415094552444
leaf_weight=3.1253256238996983 47.878885742276907 71.404563970863819 13.158231098204849 8.9924444463103992 4.0886017102748147
leaf_count=18 391 415 81 61 34
internal_value=0 0.00345366 0.0224195 -0.0109451 -0.0678031
internal_weight=0 141.434 61.0371 80.397 7.21393
internal_count=1000 948 472 476 52
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=7
num_cat=0
split_feature=13 7 3 7 5 9
split_gain=3.50611 7.60541 5.0705 4.76664 9.55499 6.1999
threshold=1.3883623480796816 -1.6642212867736814 -0.49797442555427546 0.25074130296707159 -0.59729230403900135 1.2301043272018435
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.035124886875674881 0.13083210229648848 -0.085773387714304025 0.059155003871747894 -0.030652958867285248 0.07253223199405176 0.018940144017574136
leaf_weight=63.585480334237218 6.2007104121148577 4.6828826181590548 4.9825610425323239 16.480406954884529 19.70345729123801 31.827368818223476
leaf_count=381 34 29 33 128 170 225
internal_value=0 0.0443919 -0.0110624 -0.00536986 0.0255352 -0.0170901
internal_weight=0 15.8662 9.66544 131.597 36.1839 95.4128
internal_count=1000 96 62 904 298 606
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=7
num_cat=0
split_feature=22 30 11 31 15 29
split_gain=3.38377 4.99072 4.91697 4.37149 4.92532 4.04321
threshold=0.88484010100364696 -1.713110029697418 -0.056552402675151818 -0.36931742727756495 -0.19027990102767942 0.74053606390953075
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.12323529051289613 0.14773783360094958 -0.027312704037232079 0.014818737220799936 0.020273168717605341 0.022908357684280647 -0.10078967943507221
leaf_weight=3.632386213168501 5.2850476577877998 50.347838059067726 61.580724224448204 14.377465173602106 7.8641098430380243 3.4137162305414668
leaf_count=23 31 386 388 91 56 25
internal_value=0 -0.00787658 -0.00413288 0.0293586 0.0730811 -0.00295599
internal_weight=0 115.561 111.929 30.9403 13.1492 17.7912
internal_count=1000 797 774 203 87 116
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=7
num_cat=0
split_feature=31 12 14 17 30 17
split_gain=3.27754 5.40782 4.90304 4.56635 6.42636 3.96148
threshold=1.3691098093986513 0.49494431912899023 -0.19772144407033918 0.75022095441818248 -0.71652689576148976 1.0725740790367129
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=-0.039950865134080416 -0.10209210946485998 0.11811623210566441 0.048539751830454198 -0.09520706297743399 0.018028032881294721 -0.013612324085626654
leaf_weight=25.152804154902697 3.2893167361617079 5.967580795288085 6.2988712769001713 9.2582125924527663 79.669740597717464 16.653149509802461
leaf_count=170 21 34 42 67 548 118
internal_value=0 0.0433794 -0.0031359 -0.00517634 0.00411565 -0.0427664
internal_weight=0 15.5558 9.58819 130.734 104.823 25.9114
internal_count=1000 97 63 903 718 185
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=6
num_cat=0
split_feature=0 20 19 3 13
split_gain=3.23655 3.41929 5.1107 4.60639 0.0974166
threshold=-3.1315989494323726 0.35997511446475988 0.12578448653221133 -2.0135819911956783 -0.55800852179527272
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.077210945225354877 -0.07730811333424141 -0.005177197058212425 0.058176275790228327 -0.0020326162359212011 -0.11448733968410184
leaf_weight=1.0789678711444142 9.0223080776631814 28.91962062753737 22.750060673803091 82.133685645647347 2.0017320718616238
leaf_count=16 69 192 153 538 32
internal_value=0 0.00216591 0.0227172 -0.00948313 -0.101432
internal_weight=0 142.826 51.6697 91.156 3.0807
internal_count=1000 952 345 607 48
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=6
num_cat=0
split_feature=25 4 9 2 10
split_gain=3.01999 3.55561 17.7378 5.81254 2.96925
threshold=-1.5476546287536619 -1.6112870573997495 -0.89385390281677235 3.0348654985427861 -1.5789780020713804
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.15113836637792194 -0.033731835772232474 -0.02414964508651506 0.098732059193411575 0.046243804918757611 0.018576186031416267
leaf_weight=2.4684247635304928 24.514343395829201 82.070346768014133 17.202786327339709 13.686222873628138 5.3559660241007796
leaf_count=14 154 550 152 96 34
internal_value=0 -0.00347349 0.020892 -0.0140885 0.0603967
internal_weight=0 137.474 41.7171 95.7566 7.82439
internal_count=1000 952 306 646 48
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=8
num_cat=1
split_feature=8 7 4 6 11 0 17
split_gain=2.91063 6.34856 5.19393 4.27797 5.56227 3.49007 3.24396
threshold=0 -0.86519092321395863 1.5504462718963625 1.8600274920463564 0.10654639080166818 1.7931938171386721 -1.3825782537460325
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.016272443902742951 -0.035311119517795718 0.15330177213106722 -0.061474156502718119 -0.12555824966990156 0.020468464685874058 0.0063761698607746765 0.043313204015430463
leaf_weight=27.791094779968262 32.415298661217093 3.1049151178449419 12.438725650310515 5.6329411361366493 39.860833474434912 3.1131083965301514 19.664482854306698
leaf_count=180 208 31 78 46 226 17 214
internal_value=0 0.0161159 -0.00776616 -0.0125415 -0.00454826 -0.0785969 0.0583116
internal_weight=0 62.9992 40.2298 81.0222 72.2761 8.74605 22.7694
internal_count=1000 503 258 497 434 63 245
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=7
num_cat=0
split_feature=19 7 11 5 9 12
split_gain=2.90636 4.00708 3.94967 9.52426 8.83724 1.46204
threshold=-1.3991433978080747 0.13221701979637149 -1.0592629313468931 -0.15890216827392575 0.12808340787887576 0.007995382649824025
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.11926787366162889 -0.059089399036850378 0.044355207610799176 -0.0026755612324994502 0.073500432449655359 0.030995450248824438 -0.037079546560608606
leaf_weight=4.8566759862005693 25.034164756536484 3.4680888168513766 64.071961802430451 22.06586735881865 19.273385473527014 3.9044269248843193
leaf_count=33 185 24 415 139 177 27
internal_value=0 -0.0466255 0.00435857 0.0168384 -0.0199033 -0.0826403
internal_weight=0 12.2292 130.445 86.1378 44.3076 8.7611
internal_count=1000 84 916 554 362 60
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=7
num_cat=0
split_feature=13 11 13 3 22 4
split_gain=2.95226 6.49086 4.63086 3.81035 3.75887 2.73565
threshold=1.3883623480796816 3.3369733095169072 1.5129567980766299 -2.0779349803924556 -1.4049233794212339 -1.5022985935211179
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=0.025723845790200563 0.096316898608892143 0.17143844219026108 -0.034632952170392882 0.060520903023354992 -0.0049949378572384717 -0.08801803850798795
leaf_weight=2.801875911653041 4.0401877202093592 3.0721137300133696 8.1444816067814809 9.5491688568145019 105.58906934410334 8.6200748607516271
leaf_count=17 26 16 54 67 745 75
internal_value=0 0.0415389 0.00878735 -0.00502633 0.00043872 -0.0601164
internal_weight=0 15.2568 12.1847 126.56 115.138 11.422
internal_count=1000 96 80 904 812 92
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=8
num_cat=0
split_feature=22 4 9 11 31 27 15
split_gain=2.88017 4.23901 14.0242 7.38382 3.52227 4.42006 3.66051
threshold=0.88484010100364696 -3.1178826093673702 -1.9994176626205442 -1.102678596973419 -0.36931742727756495 0.13394787907600406 -0.22039064019918439
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.089757015507715684 0.11940517864890821 -0.058047527490918883 0.11294656438230839 0.0027322982178286078 -0.066581427310392904 -8.0452612720478841e-05 0.030988894499596575
leaf_weight=5.2500203419476739 7.1569799687713402 28.296593869104981 9.7551677711307985 68.069493246264756 5.7942876238375947 5.4562223935499787 11.430123094469305
leaf_count=31 47 228 88 450 38 40 78
internal_value=0 -0.00741641 0.0420246 -0.0151149 0.0275678 0.0677181 -0.00183374
internal_weight=0 111.371 15.0052 96.3661 29.8376 12.6132 17.2244
internal_count=1000 797 119 678 203 87 116
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=6
num_cat=0
split_feature=30 5 11 18 4
split_gain=2.82213 3.1406 3.84096 2.65621 2.18392
threshold=-1.4530475735664365 -3.3947547674179073 4.6643924713134775 0.25012546032667166 0.29749429225921636
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.014020318418112224 -0.10789811701399182 0.0010418838395839826 0.055020423414449827 0.0040118100983441464 -0.11820443910838137
leaf_weight=4.9416599869728071 4.5027707722038013 108.19171359762549 15.01157691888511 4.0094997147098184 3.3938464298844337
leaf_count=33 38 788 84 34 23
internal_value=0 0.00356003 0.00761884 -0.0551856 -0.0564394
internal_weight=0 131.716 123.203 8.51227 8.33551
internal_count=1000 944 872 72 56
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=5
num_cat=0
split_feature=0 9 22 13
split_gain=2.77802 3.13543 3.14536 0.0818947
threshold=-3.1315989494323726 3.5651648044586186 0.63260453939437877 -0.69196113944053639
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.07614189901630708 -0.0098413457276799125 0.096963276580203581 0.02463136437231735 -0.11293542119880018
leaf_weight=0.91499508172273669 97.17722746077925 3.3878260701894751 36.375335204415023 1.7852289378643025
leaf_count=15 680 23 249 33
internal_value=0 0.00195789 -0.000452111 -0.100468
internal_weight=0 136.94 133.553 2.70022
internal_count=1000 952 929 48
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=7
num_cat=1
split_feature=31 30 8 4 12 22
split_gain=2.70847 4.306 3.61658 5.61107 4.93633 2.89588
threshold=1.3691098093986513 0.68849521875381481 0 0.61790910363197338 0.087053723633289351 -0.49475486576557154
decision_type=2 2 1 2 2 2
left_child=2 5 3 -1 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=0.042498609304347595 0.14309457489014807 -0.040799212074197191 0.0032226891206541711 -0.022029038445377611 -0.050507373103320242 0.034099365799461316
leaf_weight=30.930054703727365 3.9707096498459569 4.5337534584105006 39.653960091993213 23.879930719733238 30.061631175689399 6.3134632650762788
leaf_count=299 25 30 254 157 193 42
internal_value=0 0.0403902 -0.00483523 0.0143848 -0.0199459 0.0761823
internal_weight=0 14.8179 124.526 54.81 69.7156 10.2842
internal_count=1000 97 903 456 447 67
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=8
num_cat=0
split_feature=13 19 28 30 30 4 27
split_gain=2.68072 3.84146 3.36595 3.11947 4.58596 3.82578 1.40285
threshold=-1.2598152160644529 -0.29766309261322016 0.032380197197198875 -1.3221759200096128 -1.1216092109680174 0.29749429225921636 -0.50634950399398793
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.099577112830085551 -0.0071655360220600223 0.14783346930085536 0.058479641235969639 0.094716886483549534 -0.0042568847042401886 -0.13802140764389992 0.057809050098296066
leaf_weight=2.7486173696815968 5.4919549301266652 2.5886494927108288 2.6428770758211613 4.8878408651798955 110.92397117055953 3.7666055653244257 5.2244230806827527
leaf_count=19 40 17 21 35 802 27 39
internal_value=0 0.0428309 -0.0220987 -0.00454508 -7.96938e-05 -0.0604009 0.0876362
internal_weight=0 13.2046 5.39149 125.07 115.812 9.25856 7.81307
internal_count=1000 96 40 904 837 67 56
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=5
num_cat=0
split_feature=18 5 7 6
split_gain=2.857 2.75437 7.35951 6.9401
threshold=1.9744027256965639 -0.89550951123237599 -1.6289549469947813 -0.69330593943595875
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.08197006369675075 -0.10186279014349042 -0.029011169694517058 0.037320533276081751 0.002990293723007709
leaf_weight=11.989959567785261 2.7005953770130864 25.288820108398795 49.402226025238633 48.531928623095155
leaf_count=99 24 167 383 327
internal_value=0 0.00201435 0.014862 -0.0138412
internal_weight=0 135.213 74.691 60.5219
internal_count=1000 976 550 426
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=7
num_cat=0
split_feature=6 15 0 31 15 10
split_gain=2.6209 4.44111 6.19585 3.86823 4.13648 3.87933
threshold=2.2315721511840825 -0.8999110460281371 0.46007883548736578 1.3691098093986513 -1.098380386829376 -4.9047172069549552
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.058239488513697403 -0.13078434613313822 -0.10348861170387579 0.050993313316968908 0.1753994723367929 0.029577975916754418 0.0049521070067181606
leaf_weight=10.778041860088704 3.9310862179845563 4.1589170191436988 6.9096828270703554 2.3916428741067639 10.423657834529875 98.487934275530279
leaf_count=70 28 38 60 14 70 720
internal_value=0 -0.0394793 -0.00705174 0.00481498 0.0567918 -0.00128114
internal_weight=0 14.9997 11.0686 122.081 12.8153 109.266
internal_count=1000 126 98 874 84 790
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=5
num_cat=1
split_feature=20 0 6 1
split_gain=2.49354 2.98802 4.49251 4.2777
threshold=1.9680437445640566 0.42796576023101812 2.090929508209229 0
decision_type=2 2 2 1
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0090495959457749919 0.086442677944613855 -0.011040472415164766 -0.095546147012710483 0.036863960603391137
leaf_weight=51.328619748353958 3.2546853497624388 40.448366349563003 6.8002339117228976 34.5737922526896
leaf_count=414 18 286 64 218
internal_value=0 -0.00215005 -0.0191684 0.0110362
internal_weight=0 133.151 58.1289 75.0222
internal_count=1000 982 478 504
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=5
num_cat=0
split_feature=3 2 6 4
split_gain=2.48791 2.782 2.9477 1.96677
threshold=-2.7369303703308101 4.188784360885621 2.2315721511840825 -0.31387105584144587
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.00022323898704931092 0.0048598784894864529 0.075356513129109459 -0.048133013960974101 -0.11408592551145576
leaf_weight=2.7802165895700455 113.02035770844668 5.0909242015331975 11.571258511394261 3.3388380520045748
leaf_count=18 806 37 105 34
internal_value=0 0.00289892 -6.17565e-05 -0.062352
internal_weight=0 129.683 124.592 6.11905
internal_count=1000 948 911 52
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=6
num_cat=0
split_feature=18 18 11 12 24
split_gain=2.36947 3.42212 2.99717 2.77044 2.60664
threshold=-1.5012420415878294 -0.79747301340103138 -0.70885902643203724 -0.82562109827995289 -0.16819797456264493
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.10028188314450207 0.026727645915826704 -0.018261775753059779 0.016317571811159771 -0.063477202041507655 -0.0041164254456249041
leaf_weight=4.7695018574595451 4.4290942009538439 40.214694935828447 66.538838353939354 14.722210332751272 4.7970836963504535
leaf_count=33 32 343 441 116 35
internal_value=0 -0.00369156 0.00329132 -0.0426157 0.0479322
internal_weight=0 125.905 106.754 19.1513 9.56659
internal_count=1000 932 784 148 68
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=8
num_cat=0
split_feature=20 19 11 25 20 30 10
split_gain=2.37487 3.92924 5.80709 3.69731 4.45194 4.09405 3.14389
threshold=0.35997511446475988 0.12578448653221133 0.98148000240325939 -0.80188676714897145 -0.89795097708702076 1.7883786559104922 -1.9995312094688413
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.095095742019053603 0.041211427339618356 -0.0031727677077729834 0.10109898411027107 -0.016351569700145813 -0.0061136635415374244 -0.14700193424349592 -0.030575573590098562
leaf_weight=6.5989844854921129 9.0309351626783627 10.527084259316327 10.841684199869631 64.165932599455118 12.730969371274112 2.4915886502712956 18.801691690459847
leaf_count=42 55 90 70 492 84 15 152
internal_value=0 0.0174789 0.0497307 -0.0100687 0.0284379 -0.0212351 -0.00728263
internal_weight=0 49.2014 21.3688 85.9875 19.33 66.6575 27.8326
internal_count=1000 367 160 633 126 507 207
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=8
num_cat=1
split_feature=8 4 7 5 11 7 2
split_gain=2.38654 5.44252 4.54605 3.95504 7.59511 5.83491 2.78054
threshold=0 -1.9988602399826048 -0.27817767858505243 -1.2619942426681516 0.10654639080166818 -1.4436311721801756 2.6751513481140141
decision_type=1 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.10556263062171951 0.035250639844378116 -0.015914960346681047 0.055329312556955057 -0.028456100418101093 0.052387847644376519 -0.067391173651454583 -0.043761359323728447
leaf_weight=8.3264615228399617 7.4704607641324428 36.691670898348093 11.848662015050648 27.202441324479878 20.287861585617065 21.41481751576066 1.4666631463915099
leaf_count=115 51 242 132 186 107 153 14
internal_value=0 0.0151956 0.00147572 -0.0116669 0.00608044 -0.0408454 0.0831992
internal_weight=0 58.3335 48.5403 76.3756 47.4903 28.8853 9.79312
internal_count=1000 503 374 497 293 204 129
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=5
num_cat=0
split_feature=18 0 9 13
split_gain=2.42162 2.39308 2.65495 0.0717185
threshold=1.9744027256965639 -3.1315989494323726 1.2301043272018435 -0.40857176482677454
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.077567640872674259 -0.096638730932201725 -0.0049249069541344422 0.027746382530264686 -0.11348475506132494
leaf_weight=0.93148431926965747 2.544465957209467 94.414177045226097 33.768982565961778 1.3789344271644939
leaf_count=21 24 672 256 27
internal_value=0 0.00186404 0.00368212 -0.0990042
internal_weight=0 130.494 128.183 2.31042
internal_count=1000 976 928 48
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=8
num_cat=0
split_feature=4 9 9 3 5 20 11
split_gain=2.39352 12.8066 6.70841 5.13943 4.44565 3.78615 2.65346
threshold=-0.44345408678054804 -2.2834039926528926 -1.8577739000320432 0.12777689099311831 -0.15890216827392575 0.1286912485957146 0.55282053351402294
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -3 -4 -2 -1
right_child=2 3 4 -5 -6 -7 -8
leaf_value=-0.10083235838921108 0.14264813934018516 0.0073846923838056843 -0.043880219020341726 0.072632229006853455 0.011059548501643431 0.0031739765666591864 -0.0038250143707292631
leaf_weight=9.4537811502814275 4.0097271660342804 25.450974590145051 39.529347295872867 22.965487892739475 23.475562213920057 3.7821279596537352 4.0181645862758151
leaf_count=61 27 182 287 220 162 28 33
internal_value=0 0.0143382 -0.0125845 0.0383337 -0.0234097 0.0749481 -0.0718988
internal_weight=0 61.8884 70.7968 48.4165 63.0049 7.79186 13.4719
internal_count=1000 496 504 402 449 55 94
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=8
num_cat=0
split_feature=4 9 7 11 19 9 22
split_gain=2.32434 11.3848 4.58071 4.41067 4.99736 4.32192 0.309861
threshold=-2.6415895223617549 -0.92759951949119557 1.0854787826538088 -1.102678596973419 -1.3991433978080747 0.12808340787887576 0.50649747252464306
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.070385978815838121 -0.074924363926069243 0.13288582275591915 0.074262317115964913 -0.076100143939688669 0.014123278102772098 -1.1944838645707199e-06 0.085238523206635178
leaf_weight=8.3945703301578778 15.531537227332594 6.3407084364444 2.9617202058434478 6.6916596964001647 74.340860704891384 15.267425149679182 1.7392484089359639
leaf_count=57 124 71 21 48 513 143 23
internal_value=0 0.0318953 -0.0326617 -0.00557096 0.00667263 -0.037784 0.12263
internal_weight=0 19.4362 11.3563 111.831 81.0325 30.799 8.07996
internal_count=1000 172 78 828 561 267 94
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=5
num_cat=0
split_feature=31 4 9 31
split_gain=2.31802 2.93809 11.4215 5.46671
threshold=-2.0173729658126827 -1.6822952032089231 -1.5438122153282163 -1.5023685693740843
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.086404478601296492 -0.044378408943262337 -0.11021279313060031 0.070538785325777578 -0.0054935442403687756
leaf_weight=3.0317086745053521 14.897202270105479 5.2909732051193705 20.620044391602278 86.228764124214649
leaf_count=24 108 42 194 632
internal_value=0 -0.00207369 0.0223384 -0.0115476
internal_weight=0 127.037 35.5172 91.5197
internal_count=1000 976 302 674
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=7
num_cat=0
split_feature=13 7 7 5 10 3
split_gain=2.26776 4.71181 3.31912 7.11759 4.90491 3.20299
threshold=1.3883623480796816 -1.6642212867736814 0.25074130296707159 -0.59729230403900135 -4.4574854373931876 -0.49797442555427546
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.090565742516754075 0.10935625195343567 -0.073232183598746753 -0.028988817814875091 0.066424207968568197 -0.0072810289765828044 0.050393564079266595
leaf_weight=7.7981375698000184 5.5700979232788077 4.0508692022413006 14.341354144737126 17.18950715707615 75.869943772442639 4.3422210579738012
leaf_count=54 34 29 128 170 552 33
internal_value=0 0.0380494 -0.00462326 0.023027 -0.0150434 -0.00927358
internal_weight=0 13.9632 115.199 31.5309 83.6681 8.39309
internal_count=1000 96 904 298 606 62
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=5
num_cat=0
split_feature=30 5 3 7
split_gain=2.11211 2.37059 3.10158 2.11579
threshold=-1.713110029697418 -3.3947547674179073 2.6622943878173833 -2.3758826255798335
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.068837536974539107 0.039767360262899842 0.00022541450329068339 0.052075379420272107 -0.078963128527594295
leaf_weight=4.3088494017720214 1.987969050183892 102.84891262603924 12.994451770558952 6.1256899023428542
leaf_count=32 14 778 114 62
internal_value=0 0.00238169 0.00604156 -0.0498724
internal_weight=0 123.957 115.843 8.11366
internal_count=1000 968 892 76
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=5
num_cat=0
split_feature=0 9 22 13
split_gain=2.07436 2.29417 2.54467 0.0570277
threshold=-3.1315989494323726 3.5651648044586186 0.63260453939437877 -0.69196113944053639
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.076361597236879575 -0.0093363891057282149 0.087243587055880811 0.022987348202928366 -0.11127472486552921
leaf_weight=0.71358732320368323 89.181384834460914 3.053389959037303 33.505129845347255 1.3585857301950444
leaf_count=15 680 23 249 33
internal_value=0 0.001622 -0.000508923 -0.0992518
internal_weight=0 125.74 122.687 2.07217
internal_count=1000 952 929 48
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=6
num_cat=1
split_feature=3 8 4 6 4
split_gain=2.04043 2.27352 4.25488 3.47546 1.59174
threshold=-2.7369303703308101 0 1.7819178700447085 1.8600274920463564 -0.31387105584144587
decision_type=2 1 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0019067117073632716 0.033910155087697909 -0.001732296581691611 -0.034203675120749941 -0.076363401115048635 -0.1097071693008336
leaf_weight=2.5608454812318087 40.388705185148865 62.87202719040215 11.865210782736538 6.9273468395695081 2.9447861304506651
leaf_count=18 391 415 81 61 34
internal_value=0 0.00266969 0.0184437 -0.00913918 -0.0595657
internal_weight=0 122.053 52.2539 69.7994 5.50563
internal_count=1000 948 472 476 52
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=6
num_cat=0
split_feature=29 0 3 27 20
split_gain=2.01095 2.53276 2.45956 3.3131 2.26869
threshold=-1.7141830921173093 0.93448248505592357 -2.0779349803924556 -0.62028139829635609 0.50320798158645641
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.002419376162830928 -0.07805071750689202 0.13217041766478591 0.029640770570110466 -0.0090234713916194313 0.0176632177570041
leaf_weight=3.0988893387839189 7.6635587373748404 2.5477103628218174 30.81351816188544 78.936734981369227 3.6587139815092087
leaf_count=26 76 14 238 617 29
internal_value=0 0.0583067 -0.00274603 0.00183191 -0.0471214
internal_weight=0 5.6466 121.073 109.75 11.3223
internal_count=1000 40 960 855 105
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=8
num_cat=0
split_feature=13 28 19 30 18 30 29
split_gain=1.96301 2.72509 3.20128 2.45257 3.48642 3.17153 0.960445
threshold=-1.2598152160644529 0.073746889829635634 -0.29766309261322016 -1.3221759200096128 -0.20238252729177472 -1.1216092109680174 0.12443961948156358
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.083303512454931922 0.01547066236751312 0.14181079119522538 0.053197552422008257 0.082482704059150036 -0.11364223472188278 -0.0035719583322047742 0.053020865921304561
leaf_weight=2.8434701766818762 3.7839839439839125 2.3624132787808776 4.341200973838566 4.4716583807021371 4.6756605217233282 101.3604394053109 2.5154872126877308
leaf_count=22 34 20 33 35 33 802 21
internal_value=0 0.0383384 -0.000825339 -0.00407757 -0.0558903 6.40563e-05 0.0960227
internal_weight=0 12.0626 7.18467 114.292 8.45964 105.832 4.8779
internal_count=1000 96 55 904 67 837 41
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=7
num_cat=0
split_feature=13 30 9 7 5 10
split_gain=1.94425 4.26855 4.30717 2.79389 5.64356 4.12659
threshold=1.3883623480796816 0.77336484193801891 0.39663147926330572 0.25074130296707159 -0.29206293821334833 -4.9047172069549552
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.092301493554131031 -0.055119178049181317 0.13010993996992543 0.076948240497660914 -0.019071329819169584 0.067005604633349702 -0.007536684854576689
leaf_weight=6.2150463918223968 5.6674006078392249 3.5414478182792655 4.3763562925159931 16.177522880956534 14.394206645898519 75.661835454404354
leaf_count=47 40 22 34 146 152 559
internal_value=0 0.0357115 0.00242643 -0.00433915 0.0214566 -0.0139709
internal_weight=0 13.5852 10.0438 112.449 30.5717 81.8769
internal_count=1000 96 74 904 298 606
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=7
num_cat=0
split_feature=22 27 6 22 4 4
split_gain=1.97939 4.18084 2.59415 2.30072 3.40447 2.77249
threshold=-1.4049233794212339 0.59481739997863781 -0.37206447124481196 0.63260453939437877 1.5504462718963625 -2.6415895223617549
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.065855096495780058 0.033467318614754764 0.15242774081071989 0.054929623230770032 0.034233763478737488 -0.043459786092557656 -0.02024783518911304
leaf_weight=3.0617715399712324 11.138545708730815 2.5776619836688042 4.2414156068116409 27.080366084817797 7.1236289609223595 69.972739193588495
leaf_count=24 111 20 36 215 56 538
internal_value=0 0.0429369 0.00429211 -0.00369897 0.0180526 -0.0128714
internal_weight=0 9.88085 7.30319 115.315 34.204 81.1113
internal_count=1000 80 60 920 271 649
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=11 9 4 5 7 6 21
split_gain=1.96114 6.57427 8.48374 5.05101 6.74537 5.11464 2.15847
threshold=-0.056552402675151818 -2.2834039926528926 -2.1853830814361568 -0.15890216827392575 -1.6289549469947813 -1.7323389053344724 0.20269078016281131
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.13937559653155229 -0.10508116608600099 0.073815390975276465 -0.02595162773523231 -0.012730902577561438 0.11521260289479487 0.0051904791028977264 -0.037503860547232523
leaf_weight=4.819971699267624 4.5795487826690069 11.656407623086123 31.711621858179569 7.3688478879630592 9.3482488552108389 51.589663674123585 3.6586139351129532
leaf_count=30 44 133 291 39 77 355 31
internal_value=0 -0.0148813 0.000863633 0.0105613 0.0588155 -0.00380011 -0.0954167
internal_weight=0 51.8466 43.368 72.8863 16.7171 56.1692 8.47859
internal_count=1000 485 424 515 116 399 61
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=5
num_cat=0
split_feature=20 0 2 6
split_gain=1.81832 2.21286 3.63597 3.32975
threshold=1.9680437445640566 0.42796576023101812 1.7490286231040957 2.1336631774902348
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0091184780333371362 0.076185675910654588 -0.0075768210957379116 0.040429316892896056 -0.094074720512547963
leaf_weight=47.059389054775238 3.0539539121091357 43.284717128612101 24.826072403695434 5.1148277064785352
leaf_count=420 18 316 188 58
internal_value=0 -0.00194991 0.0099212 -0.017447
internal_weight=0 120.285 68.1108 52.1742
internal_count=1000 982 504 478
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=1
split_feature=8 7 19 6 29 27 22
split_gain=1.89397 4.26254 3.33891 3.18192 4.95489 3.49747 2.77882
threshold=0 -0.86519092321395863 0.17471633106470111 0.77008655667305004 -0.19384890794754026 -1.1444159746170042 0.62442603707313549
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.034149843661693317 0.066702753951835489 0.032170732979878942 0.028051939374025614 0.012275518201555416 -0.086172125761552754 -0.0081460049980830989 0.12521343924804268
leaf_weight=19.22956395149231 7.3440726697444907 14.004154231399299 15.65564054250717 9.0099722389131802 11.818189680576323 41.634884357452393 4.1644838443025938
leaf_count=140 51 185 118 60 95 291 60
internal_value=0 0.0142206 -0.00623518 -0.0108454 -0.043585 0.00307707 0.0534973
internal_weight=0 53.0538 34.8852 69.8071 20.8282 48.979 18.1686
internal_count=1000 503 258 497 155 342 245
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=6
num_cat=0
split_feature=0 9 6 7 13
split_gain=1.75556 2.35225 7.88656 4.1965 0.0478298
threshold=-3.1315989494323726 1.2183623313903811 -1.5970541238784788 1.0854787826538088 -0.51780930161476124
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.076845616954127241 -0.017121310653715208 -0.072857438214273471 0.049789294724057541 0.040206799689900874 -0.11062611403441068
leaf_weight=0.6656859628856181 72.412385313771665 6.5977326398715368 25.532920714467764 15.502507992088793 1.1317474325187493
leaf_count=18 530 73 191 158 30
internal_value=0 0.00145015 0.0246049 -0.00701234 -0.0981154
internal_weight=0 120.046 32.1307 87.9149 1.79743
internal_count=1000 952 264 688 48
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=5
num_cat=0
split_feature=3 2 31 10
split_gain=1.75538 2.11746 2.49685 1.38835
threshold=-2.7369303703308101 4.188784360885621 1.3691098093986513 -1.9995312094688413
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.012373391360493083 -0.0053777643244231855 0.069766966191924268 0.04320833307734024 -0.11850087501408656
leaf_weight=2.8777409018948674 99.747419154271483 4.4964212123304597 11.831784033216534 2.1562947602942577
leaf_count=27 823 37 88 25
internal_value=0 0.00248558 -0.000225727 -0.0578324
internal_weight=0 116.076 111.579 5.03404
internal_count=1000 948 911 52
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=7
num_cat=0
split_feature=18 18 26 11 27 24
split_gain=1.71404 2.75415 2.62847 2.50592 2.16769 3.07971
threshold=-1.5012420415878294 -0.79747301340103138 1.6146269440650942 2.4154888391494755 0.40907128155231481 -0.16819797456264493
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.085930848306045304 -0.066758047681047997 0.0073108807515518195 -0.065006095368154979 0.016167720246821012 0.10509376334515604 -0.069614481212757914
leaf_weight=2.3622231632471085 11.53617476206273 90.090897592715919 5.3229563459753981 5.3267062194645396 3.4012722205370665 2.7603282965719682
leaf_count=18 107 743 41 41 27 23
internal_value=0 -0.00330783 0.00327646 -0.0405632 0.0432061 0.00211399
internal_weight=0 112.277 95.4139 16.8629 8.52382 5.12255
internal_count=1000 932 784 148 68 41
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=5
num_cat=0
split_feature=18 30 30 31
split_gain=2.03371 1.82922 3.99777 3.88383
threshold=1.9744027256965639 -0.75394436717033375 -0.47790913283824915 0.59073963761329662
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.042758422186527804 -0.09595114480937747 0.073363088347031577 0.0016246346569042868 0.051888798958835892
leaf_weight=19.825884521007541 2.1704005608335128 8.5566413886845094 84.291255115531385 5.5490197697654358
leaf_count=165 24 67 696 48
internal_value=0 0.00173311 0.00823588 -0.0220608
internal_weight=0 118.223 92.8479 25.3749
internal_count=1000 976 763 213
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=8
num_cat=0
split_feature=20 27 11 2 25 16 28
split_gain=1.75771 3.18531 3.72554 3.14466 2.79828 4.12492 3.85669
threshold=0.35997511446475988 -0.44899147748947138 2.6943253278732304 1.937900245189667 -0.64878144860267628 0.40651474893093115 -0.50307175517082203
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.044347604185185081 0.020661294914111398 -0.026818936974292149 0.13026409671093531 0.043116762141552217 -0.041621674270620981 0.01453677016802675 0.050341917746697801
leaf_weight=6.1086149243637946 10.198166289832441 19.100715178996328 4.4565939083695403 9.6918390528298897 35.176197015680373 20.821090388577431 14.53936769813299
leaf_count=46 95 157 30 85 299 176 112
internal_value=0 0.0160392 0.0539921 -0.00327794 -0.00913799 -0.0207407 0.0223284
internal_weight=0 43.4473 14.6548 28.7926 76.6453 55.9973 20.648
internal_count=1000 367 125 242 633 475 158
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=4
num_cat=0
split_feature=5 31 4
split_gain=1.7887 1.99461 2.13591
threshold=-4.3031001091003409 -2.0173729658126827 -1.6112870573997495
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.080906262430064435 0.087582766609945795 0.021507292680950599 -0.0087821909423179464
leaf_weight=2.6733017484657458 2.650464190170168 32.535728601738811 81.844550675246865
leaf_count=28 23 307 642
internal_value=0 0.00182103 -0.000166279
internal_weight=0 117.031 114.38
internal_count=1000 972 949
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=6
num_cat=0
split_feature=22 29 0 22 20
split_gain=1.78042 3.67085 3.16108 2.9452 3.02747
threshold=-1.0270571708679197 -1.0280894041061399 0.42796576023101812 -0.94846037030220021 0.47881735861301428
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.07770997205822007 -0.097945322532745946 0.0031168147005330763 0.095992189536578107 -0.014023824699901745 0.023432407263310695
leaf_weight=2.6935492977499988 3.3031312609091392 7.3691541394218785 7.2899548262357712 66.961929053999484 31.839596588164568
leaf_count=20 28 71 57 568 256
internal_value=0 0.0295881 0.0493036 -0.00505864 -0.00195325
internal_weight=0 17.3527 14.6591 102.105 98.8015
internal_count=1000 148 128 852 824
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=8
num_cat=1
split_feature=8 4 11 13 5 9 7
split_gain=1.73416 3.58444 5.30334 4.84359 2.81587 5.1081 4.09832
threshold=0 0.61790910363197338 -0.63245621323585499 -0.45099973678588862 -1.2619942426681516 1.3687919378280642 -1.4436311721801756
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0019740824782755822 0.030427464818763572 0.042135348651972333 0.084571778374840825 -0.052456662846685959 -0.010747424205862718 0.080644428566921972 -0.060689836686796984
leaf_weight=15.544915483333172 6.6932499306276467 8.8481847476214188 13.002945239655672 13.944268391467629 34.797735955566168 7.4196736263111225 18.805611434392631
leaf_count=195 51 62 136 110 237 56 153
internal_value=0 0.013836 0.0374457 -0.0157354 -0.0105334 0.00531462 -0.0367723
internal_weight=0 51.3403 28.5479 22.7925 67.7163 42.2174 25.4989
internal_count=1000 503 331 172 497 293 204
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=8
num_cat=0
split_feature=22 18 22 28 3 16 31
split_gain=1.6837 5.24661 3.14371 3.44084 3.08302 2.91778 2.11432
threshold=-0.64317423105239857 0.25012546032667166 0.26117700338363653 -0.69158238172531117 -0.94009315967559803 -1.1995689868927 0.72323593497276317
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.050822194458830655 -0.076824500032778006 -0.058699530122992033 -0.03237663973974314 0.026822146403714893 -0.011960076626813173 0.067278803531598097 0.04348853153862213
leaf_weight=2.3941786997020307 9.7328289374709112 8.4400668609887344 13.695444716606287 34.682575627230108 29.651887403335422 16.570250844117254 2.6637741280719629
leaf_count=19 85 74 104 303 252 137 26
internal_value=0 0.0204057 -0.00701334 0.0100634 -0.0279895 0.0523691 -0.034185
internal_weight=0 30.0683 87.7627 48.378 39.3847 18.9644 11.1038
internal_count=1000 256 744 407 337 156 100
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=8
num_cat=0
split_feature=17 29 30 15 7 9 31
split_gain=1.65226 3.88942 3.20788 3.19237 3.11527 3.10197 3.02569
threshold=0.75022095441818248 -0.15634847432374951 -0.71652689576148976 -0.23903460800647733 0.25074130296707159 0.31265056133270269 -0.14411973208189008
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 -1 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=-0.061620654809436459 -0.014768243097085363 -0.12478579513613691 0.039074271498950416 -0.022006764126800946 0.098492250707170076 0.016441560015807447 -0.0022060106972024147
leaf_weight=11.990635614842178 8.2446638224646467 4.8832001220434904 31.871091523673385 7.9292054190300387 3.4425138421356669 8.8457808564417046 40.090943465474993
leaf_count=98 67 44 267 72 30 80 342
internal_value=0 -0.0231248 0.00607194 -0.061179 0.0185932 -0.0284805 0.0160765
internal_weight=0 24.4996 92.7985 12.8124 11.6872 20.8364 71.962
internal_count=1000 213 787 116 97 178 609
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=6
num_cat=0
split_feature=29 3 30 10 0
split_gain=1.57744 1.93958 2.74803 2.06047 1.84361
threshold=-1.7141830921173093 -2.0779349803924556 1.904515326023102 -4.0208497047424308 0.93448248505592357
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0010843344608223299 0.033271216960061675 0.0042018694892691473 -0.10261734644092153 -0.07069088581065458 0.11798667080510541
leaf_weight=2.830850393511354 2.5524416323751211 99.051640769466758 2.4683831492438904 7.5321191716939193 2.4051289632916451
leaf_count=26 26 837 18 79 14
internal_value=0 -0.00255031 0.00160464 -0.0443777 0.0536105
internal_weight=0 111.605 101.52 10.0846 5.23598
internal_count=1000 960 855 105 40
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=1
split_feature=8 7 4 17 6 11 0
split_gain=1.57621 3.48715 2.97382 2.70269 2.54113 3.52649 2.08467
threshold=0 -0.86519092321395863 1.5504462718963625 -1.3825782537460325 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.015059697722127813 -0.015862292120527099 0.15104530378524367 -0.04911868354565524 0.034463332173048658 -0.1178178194727288 0.044972331555514583 0.0014381766543946914
leaf_weight=22.58497857209295 48.385785376653075 2.3026578156277564 10.612675943411885 14.576709818560628 3.7583438772708169 11.865599093493072 2.4030175432562828
leaf_count=180 356 31 78 214 46 78 17
internal_value=0 0.0133596 -0.00545694 0.0503673 -0.0101371 -0.00388183 -0.0713063
internal_weight=0 50.077 33.1977 16.8794 66.4127 60.2514 6.16136
internal_count=1000 503 258 245 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=7
num_cat=0
split_feature=13 30 9 30 4 5
split_gain=1.58565 2.96862 3.15499 2.3408 3.4087 3.04189
threshold=1.3883623480796816 0.77336484193801891 0.39663147926330572 0.55339282751083385 -3.2548031806945796 -3.1497538089752193
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.056602487826613861 -0.047728106996300007 0.11615527025800587 0.070561557017661425 0.062350636583647506 -0.041944156449080131 0.011716916629844851
leaf_weight=7.2107946984469882 5.0913541391491872 3.2327005416154853 4.0470884181559086 3.5912271831184652 24.599816697649658 67.745425121393055
leaf_count=74 40 22 34 37 226 567
internal_value=0 0.0337934 0.00465814 -0.004094 -0.0286582 0.00514458
internal_weight=0 12.3711 9.13844 103.147 28.191 74.9562
internal_count=1000 96 74 904 263 641
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=8
num_cat=0
split_feature=24 22 31 4 9 19 18
split_gain=1.4946 3.87281 4.05007 2.94439 3.62278 3.07319 1.858
threshold=0.35557235777378088 1.4963601827621462 0.80102509260177623 0.10320323705673219 -0.98960155248641957 0.93067857623100292 -0.18906012177467343
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.027493560633743887 0.057962622237392819 0.13446555885971773 0.026929314436143437 0.074777610182159934 -0.041818453840241798 -0.04584113714280303 0.017801128444377309
leaf_weight=54.749325326178223 17.576325843576345 2.6043920181691647 18.226321612484753 3.4125294778496036 12.163004619535055 3.4045440889894953 2.8688537674024692
leaf_count=482 160 21 143 27 105 38 24
internal_value=0 -0.00781607 -0.013901 0.0166659 -0.0162728 0.0411185 0.0733148
internal_weight=0 78.4489 72.9756 36.5564 15.5755 20.9809 5.47325
internal_count=1000 670 625 330 132 198 45
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=8
num_cat=0
split_feature=13 20 17 3 28 2 21
split_gain=1.56543 2.26508 2.8581 2.68386 2.16226 2.41287 0.801882
threshold=-1.2598152160644529 -1.0864183306694029 0.75022095441818248 -0.78520956635475148 0.073746889829635634 0.88692352175712597 0.2710894644260407
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.077711004655769772 -0.032351968352840169 -0.00077132107442923073 -0.045770353585296415 0.064588121385628097 0.13979499437015172 0.047685739817464427 0.05313844105372463
leaf_weight=2.4899766417220217 4.1348665370605877 72.764915566891432 17.511524938978255 9.233695184811948 1.8847069405019281 3.9987752921879292 2.4637773986905813
leaf_count=23 38 623 158 85 20 32 21
internal_value=0 -0.00381126 -0.00950008 0.0346048 0.0361328 -0.000433678 0.0906969
internal_weight=0 103.645 90.2764 13.3686 10.8372 6.48875 4.34848
internal_count=1000 904 781 123 96 55 41
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=6
num_cat=0
split_feature=0 9 6 6 13
split_gain=1.45679 1.70649 6.82414 3.68493 0.0557546
threshold=-3.1315989494323726 1.2183623313903811 -1.5804541110992429 -1.829513370990753 -0.79340738058090199
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.068475240062177131 0.051430965013421016 -0.068891003297521819 0.046951828867198779 -0.013856160363419377 -0.1077565385810744
leaf_weight=0.54697092063724984 9.8123774142004532 6.4961060239002135 23.413712277077138 72.678640879224986 1.0646578231826413
leaf_count=14 90 76 188 598 34
internal_value=0 0.00132923 0.021792 -0.0060902 -0.0944249
internal_weight=0 112.401 29.9098 82.491 1.61163
internal_count=1000 952 264 688 48
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=7
num_cat=0
split_feature=10 6 5 6 11 2
split_gain=1.46268 3.40904 2.65246 5.31514 4.82545 1.69962
threshold=-4.9047172069549552 -2.8922876119613643 0.45862978696823126 -1.8197036385536192 -5.3894081115722647 0.54587563872337352
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.052575132519494708 -0.097456836255741697 -0.1123636011254065 -0.066916418081296156 0.0019467780792302982 0.052353612121652959 -0.012003527273465035
leaf_weight=3.0354527160525322 5.8058305867016307 4.4067581109702569 4.0738893859088448 73.186205073259771 20.270488776266575 2.734584104269743
leaf_count=28 81 32 43 598 198 20
internal_value=0 -0.0361995 0.00353489 -0.00535928 0.0323945 -0.0739334
internal_weight=0 10.1768 103.336 78.992 24.3444 7.14134
internal_count=1000 80 920 679 241 52
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=7
num_cat=0
split_feature=13 11 13 30 4 31
split_gain=1.45068 2.87771 2.66655 1.79956 2.81846 2.54726
threshold=1.3883623480796816 3.3369733095169072 1.4956029057502749 0.55339282751083385 -3.2548031806945796 1.3691098093986513
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0021390080042770839 0.092412403354265246 0.12818583631927527 -0.025652324795923567 0.057759836992451019 -0.038074604449526747 0.058818365935094707
leaf_weight=65.680772661231458 2.6639412660151702 2.5048635452985755 6.7860426418483257 3.5200498169288066 23.938976566772908 7.6540707470849147
leaf_count=580 22 16 58 37 226 61
internal_value=0 0.0328897 0.00763001 -0.00395303 -0.0257893 0.00422321
internal_weight=0 11.9548 9.44998 100.794 27.459 73.3348
internal_count=1000 96 80 904 263 641
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=6
num_cat=0
split_feature=3 11 9 5 10
split_gain=1.44288 1.78574 5.71778 3.24619 1.09177
threshold=-2.7369303703308101 -0.056552402675151818 -2.2834039926528926 -0.15890216827392575 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.013831157731145722 -0.091764161920389622 0.0007116793156154203 0.003165452386108453 0.054669059091863342 -0.11525188000543328
leaf_weight=2.5253695594146848 7.6460524667054406 48.553865362424403 37.284726114477962 14.473645730409769 1.8309189118444908
leaf_count=27 60 376 402 110 25
internal_value=0 0.0022435 -0.0129891 0.0131025 -0.0564576
internal_weight=0 107.958 44.9308 63.0275 4.35629
internal_count=1000 948 462 486 52
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=8
num_cat=0
split_feature=4 9 9 26 2 11 16
split_gain=1.34828 7.78452 4.51696 4.17383 3.72274 3.34378 2.38307
threshold=-0.44345408678054804 -2.2834039926528926 -1.8577739000320432 -0.81025269627571095 -2.481732845306396 2.8228979110717778 -0.63479617238044728
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -3 -4 -2 -1
right_child=2 3 4 -5 -6 -7 -8
leaf_value=0.017913330770354455 -0.030403791077075439 -0.032241065771518022 0.13274756241412861 0.048536409249288537 -0.024413311559869543 0.11803553583097824 -0.088518961326784884
leaf_weight=2.8074743859469882 2.3114813864231101 7.986943492665886 1.5521255396306504 32.126690945588052 52.08263597311452 4.4181431317701936 8.3924676598981005
leaf_count=23 21 76 11 326 438 34 71
internal_value=0 0.0118722 -0.0101757 0.032453 -0.0198653 0.0670498 -0.0618397
internal_weight=0 51.3136 60.3644 40.1136 53.6348 6.72962 11.1999
internal_count=1000 496 504 402 449 55 94
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=8
num_cat=1
split_feature=13 19 27 20 30 3 8
split_gain=1.35471 1.94411 2.30297 1.7373 2.55702 2.25731 1.19437
threshold=-1.2598152160644529 -0.29766309261322016 -0.017536817118525502 -1.0864183306694029 -1.713110029697418 -0.78520956635475148 0
decision_type=2 2 2 2 2 2 1
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.091352519628865855 -0.031520029713454197 0.11265657092361621 0.05652563273644047 -0.10099465850903672 -0.0054898591051730601 0.058748884953342073 0.024745110421298681
leaf_weight=2.1253515058197081 4.0234501133672884 3.184662461280821 2.087499120272696 2.8996266117319456 84.466383666731417 8.8936686348170024 3.0024193692952394
leaf_count=21 38 33 19 25 756 85 23
internal_value=0 0.0343184 -0.0180778 -0.00359863 -0.00865961 0.0306317 0.0699956
internal_weight=0 10.3999 4.21285 100.283 87.366 12.9171 6.18708
internal_count=1000 96 40 904 781 123 56
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=8
num_cat=0
split_feature=0 2 15 9 6 7 13
split_gain=1.31748 2.74388 3.08117 2.65603 7.40448 2.36449 0.182422
threshold=-1.608339190483093 1.4031839370727541 0.47169506549835211 1.555183529853821 -1.5970541238784788 1.2151227593421938 -0.1316248998045921
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.040717225140492197 -0.01145687823359369 -0.079537760038988492 -0.10242391584099059 -0.087615786515757882 0.069531406989306863 0.036264918813745529 -0.13079732884542714
leaf_weight=5.2084861146286112 69.117480775341392 1.058513877913356 2.1141945887356997 3.7613812359049943 14.780288624577222 12.217881995718924 2.0175895886495709
leaf_count=63 543 25 33 41 122 142 31
internal_value=0 -0.0339036 -0.000610294 0.00349778 0.0376524 -0.0042883 -0.113158
internal_weight=0 10.3988 7.32268 99.877 18.5417 81.3354 3.0761
internal_count=1000 152 96 848 163 685 56
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=8
num_cat=1
split_feature=8 4 11 19 6 11 0
split_gain=1.30503 3.00615 4.21983 3.69952 2.42995 2.63681 1.7742
threshold=0 0.61790910363197338 -0.63245621323585499 0.37843565642833715 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0012261865612376306 -0.013980128473958318 -0.045543545756476837 0.079479619935231255 0.043509040739108239 -0.1170484589256597 0.040322985672660933 -0.0019382186878711153
leaf_weight=14.387267699930819 45.50158808985725 13.928186886478217 11.78590529412031 7.0143267316743723 3.4361819294281295 11.128936695400624 2.1938601955771446
leaf_count=195 356 113 136 59 46 78 17
internal_value=0 0.0125212 0.035116 -0.0157169 -0.00953763 -0.00330857 -0.0721934
internal_weight=0 47.1157 26.1732 20.9425 62.2606 56.6305 5.63004
internal_count=1000 503 331 172 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=7
num_cat=1
split_feature=5 6 10 25 4 1
split_gain=1.32926 2.92481 2.50195 2.05289 2.31936 1.42465
threshold=2.0177078247070317 -1.6460761427879331 -2.6730151176452632 -2.0748205184936519 -1.6112870573997495 0
decision_type=2 2 2 2 2 1
left_child=3 5 -3 -1 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=0.098594304762049001 0.049145012128576554 -0.080347071020645588 0.056699818362636989 0.018840881565385766 -0.015384629038244111 0.16465505269100694
leaf_weight=1.9301052279770363 2.7028212244622409 2.7885584589093924 2.5504906107671541 27.771236254367977 68.983505754731596 1.7650197157636283
leaf_count=14 38 23 32 278 601 14
internal_value=0 0.0350783 -0.0148791 -0.00352388 -0.00556098 0.0947772
internal_weight=0 9.80689 5.33905 98.6848 96.7547 4.46784
internal_count=1000 107 55 893 879 52
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=6
num_cat=0
split_feature=3 11 0 5 10
split_gain=1.3311 1.40999 3.71724 3.02807 0.962157
threshold=-2.7369303703308101 -0.97970148921012867 1.5746666789054873 -0.15890216827392575 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.015444169099799569 -0.031086365608560741 -0.001899451747561974 0.050145115685772651 0.045877400896451731 -0.11422879003382116
leaf_weight=2.3947299672290683 27.364259460940957 51.622851602965966 7.0938038057647637 17.853629484772682 1.6760594407096494
leaf_count=27 311 427 70 140 25
internal_value=0 0.00217528 -0.0143634 0.0103779 -0.0561166
internal_weight=0 103.935 34.4581 69.4765 4.07079
internal_count=1000 948 381 567 52
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=7
num_cat=0
split_feature=10 3 7 5 6 6
split_gain=1.27106 2.9106 3.42914 2.0361 4.10671 3.92539
threshold=-4.9047172069549552 0.24225854873657229 0.13221701979637149 0.45862978696823126 -1.8197036385536192 -0.75322550535202015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.060936042773331582 -0.090684765952559629 -0.12721494341510184 0.081098597079414678 0.074572108330630937 0.0017680134184759181 -0.0086955219077473386
leaf_weight=4.0798331843689066 5.1584130763076237 2.5140754580497742 2.9137675100937486 10.468894235324116 70.041806243825704 12.328775027766822
leaf_count=40 81 16 24 107 598 134
internal_value=0 -0.0349333 -0.00175967 0.0033626 -0.00457385 0.0295417
internal_weight=0 9.50768 6.9936 97.9979 75.2002 22.7977
internal_count=1000 80 64 920 679 241
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=5
num_cat=0
split_feature=20 5 11 20
split_gain=1.25896 1.49019 2.21046 1.92272
threshold=1.9680437445640566 -3.3303779363632198 4.6643924713134775 -0.58073428273200978
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.036513562631894807 0.06690269725332644 -0.0042498262511136645 0.041121908437813763 -0.076437687280329458
leaf_weight=2.0931988377124071 2.7377966791391364 84.211521261138842 12.306931413244454 5.3821246169973156
leaf_count=18 18 809 87 68
internal_value=0 -0.00179594 0.00153546 -0.0448097
internal_weight=0 103.994 96.5185 7.47532
internal_count=1000 982 896 86
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=6
num_cat=0
split_feature=18 18 31 3 31
split_gain=1.26028 2.08017 1.97821 1.91886 1.85822
threshold=-1.5012420415878294 -0.79747301340103138 -0.97960603237152089 0.24225854873657229 -0.1249653398990631
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.0050472650899482342 -0.1172765472784269 0.018562141231508244 -0.020801775420372079 0.097601669232098842 -0.011143583622289397
leaf_weight=4.1717647365294388 2.5816762936301538 40.245349359232932 12.026533154305067 3.2319447658956051 44.168804086279124
leaf_count=35 26 363 122 33 421
internal_value=0 -0.00301045 -0.0378515 0.0397621 0.00301894
internal_weight=0 99.0224 14.6082 7.40371 84.4142
internal_count=1000 932 148 68 784
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=7
num_cat=0
split_feature=3 9 11 4 5 25
split_gain=1.22633 2.15174 5.28724 4.45404 2.10005 1.35086
threshold=-2.0779349803924556 -2.3239196538925166 2.7736781835556035 -3.4333997964859004 1.0455790758132937 -0.59173142910003651
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0032952908950785614 -0.072819224666576768 0.092600984516867046 0.059725158109469635 0.0029744970422616052 0.058106081401576165 -0.092800831766395198
leaf_weight=2.6766395820304751 9.9262326653115434 5.9760455833747974 4.3191203395836046 76.825917318928987 1.9142422652803359 4.5569692272692901
leaf_count=25 84 83 42 683 24 59
internal_value=0 0.00326692 -0.0326324 0.00944309 -0.0350336 -0.0596813
internal_weight=0 97.0473 14.2454 82.802 9.14785 7.23361
internal_count=1000 892 126 766 108 84
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=8
num_cat=0
split_feature=20 27 13 24 20 0 28
split_gain=1.20275 2.87801 3.28547 2.26566 2.20986 3.33736 2.79335
threshold=0.35997511446475988 -0.44899147748947138 -0.6824706196784972 -1.1232330203056333 -0.010012246202677487 0.42796576023101812 0.39953914284706121
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.016936947492896613 -0.034069148022982082 0.054674645759771039 0.081917284789064973 -0.020517966534899342 -0.097606882058168754 0.0035772157677305908 -0.031133715635515181
leaf_weight=36.062196921091527 3.2704091938212505 5.0038186325691667 9.643815915565936 20.11998986103572 6.2693798756226879 6.7902162754908204 18.183552350848913
leaf_count=340 35 40 90 202 59 68 166
internal_value=0 0.0141789 0.0525448 -0.00554212 -0.00806745 -0.0449971 0.000823327
internal_weight=0 38.038 12.9142 25.1238 67.3053 13.0596 54.2457
internal_count=1000 367 125 242 633 127 506
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=4
num_cat=0
split_feature=10 20 2
split_gain=1.62498 1.82094 1.5903
threshold=-8.2502570152282697 1.8299899697303774 -2.2135777473449703
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.10422113838821534 0.061286906311377433 0.079874350774762279 -0.00333605228348063
leaf_weight=1.4759698305279005 3.9641476795077315 2.8784391228109589 96.715514357900247
leaf_count=16 33 24 927
internal_value=0 0.00145055 -0.000791596
internal_weight=0 103.558 100.68
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=8
num_cat=0
split_feature=24 22 9 4 9 19 7
split_gain=1.22795 2.92142 3.21429 2.1619 2.72398 2.25261 1.50611
threshold=0.35557235777378088 1.4963601827621462 1.2183623313903811 0.10320323705673219 -0.98960155248641957 0.93067857623100292 -0.96313458681106556
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.026505034139722231 0.052491195454673373 0.0056380609548650363 0.022665218940187245 0.06996604393756195 -0.037499977306995134 -0.040594669457654914 0.11534270845104047
leaf_weight=48.252860076725483 16.186929749324921 2.2782846000045538 18.35084570152685 3.0115152560174474 10.879723330959674 3.097064482048153 2.7765524466522029
leaf_count=434 160 19 191 27 105 38 26
internal_value=0 -0.00739504 -0.0129575 0.0158751 -0.0142022 0.0375413 0.0658973
internal_weight=0 71.6585 66.6037 33.1752 13.8912 19.284 5.05484
internal_count=1000 670 625 330 132 198 45
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=8
num_cat=1
split_feature=8 7 4 5 9 2 17
split_gain=1.23712 2.62522 2.69168 2.12675 3.81191 3.2254 2.0852
threshold=0 -0.86519092321395863 1.5504462718963625 -1.2619942426681516 1.3687919378280642 2.1161124706268315 -1.3825782537460325
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.016079256871329047 -0.056660240137973453 0.14021768249342598 -0.048137522732695726 -0.0096350597357579768 0.074516344223414979 0.029519252857425689 0.031791832460180518
leaf_weight=20.247769554145638 16.424689469393346 2.0556967770680776 9.6323269205167872 30.558080206159502 6.5339287077076724 5.9039081905502817 12.930197249399496
leaf_count=180 153 31 78 237 56 51 214
internal_value=0 0.0125086 -0.00462205 -0.00948984 0.0051886 -0.0338735 0.0466652
internal_weight=0 44.866 29.8801 59.4206 37.092 22.3286 14.9859
internal_count=1000 503 258 497 293 204 245
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=8
num_cat=0
split_feature=13 28 19 17 21 30 29
split_gain=1.241 1.8188 1.86048 1.5729 3.3533 3.29669 0.632436
threshold=-1.2598152160644529 0.073746889829635634 -0.29766309261322016 0.75022095441818248 1.0441258549690249 -0.71652689576148976 0.12443961948156358
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.069959928651634737 -0.036349264140551549 0.13153001990739185 0.04542372607056025 -0.048083044163764077 0.065677445280822269 0.014169998065637124 0.049224234888425082
leaf_weight=2.3263167012482882 16.593749942490831 1.7943557174876335 3.4998915679752809 15.73544062767178 3.1019203204195938 58.297846115659922 1.9461611295118926
leaf_count=22 162 20 33 160 29 553 21
internal_value=0 0.0342896 -0.000647219 -0.00352049 -0.0293503 0.00297643 0.088707
internal_weight=0 9.56673 5.82621 93.729 18.8374 74.8916 3.74052
internal_count=1000 96 55 904 189 715 41
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=7
num_cat=0
split_feature=22 27 6 15 15 7
split_gain=1.20308 2.63186 1.92798 1.53853 3.80172 3.13251
threshold=-1.4049233794212339 0.59481739997863781 -0.37206447124481196 0.56999582052230846 0.42414110898971563 0.95269814133644115
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.06370340417229324 -0.0042412262205073232 0.13058235270799209 0.05126884138913456 0.0031855182890919626 -0.093378570665149555 0.1020001321426002
leaf_weight=2.5359108950942755 64.277386359637603 2.190366730093956 3.4330568509176356 21.467027864884589 5.1695827096700659 3.7717857316602013
leaf_count=24 619 20 36 196 51 54
internal_value=0 0.0368273 0.00242298 -0.003192 -0.0108765 0.0179528
internal_weight=0 8.15933 5.96897 94.6858 69.447 25.2388
internal_count=1000 80 60 920 670 250
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=6
num_cat=0
split_feature=29 29 4 22 0
split_gain=1.23501 1.53015 2.44286 2.23449 1.22726
threshold=-1.7141830921173093 -0.88508096337318409 -2.8523223400115962 -1.8721634149551389 0.93448248505592357
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.0023912760812097394 0.060512946274494939 0.095045749900708076 -0.053958822062914615 -0.00033189656944331952 0.10570741265268849
leaf_weight=2.4685702836140981 2.2522574793547383 2.5320302969776085 10.821066283620892 82.145430696895346 2.1520851999521255
leaf_count=26 23 28 109 800 14
internal_value=0 -0.00239595 -0.0342378 0.00252009 0.0505111
internal_weight=0 97.7508 13.0733 84.6775 4.62066
internal_count=1000 960 132 828 40
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=8
num_cat=0
split_feature=11 4 0 5 7 7 9
split_gain=1.19876 3.14377 3.51453 2.28979 3.69588 3.12612 0.486868
threshold=-0.97970148921012867 -4.2279446125030509 1.5746666789054873 -0.15890216827392575 -1.6289549469947813 -0.50514426827430714 -1.6665836572647093
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.030227975942049679 0.016685917820963389 -0.0431181629891291 0.037653824623120939 -0.014312895265873232 0.078168862735555386 -0.034127965354259618 0.11640430392550127
leaf_weight=1.0276768282055857 30.95003223977983 23.745736967539418 6.9676787978969505 7.5510532530024674 10.102605005493386 19.886294421274215 1.8107306116726238
leaf_count=8 255 287 70 48 102 195 35
internal_value=0 -0.0154886 -0.0247941 0.00758334 0.0386114 -0.0031916 0.0852032
internal_weight=0 33.5518 30.7134 68.49 17.6537 50.8363 2.83841
internal_count=1000 400 357 600 150 450 43
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=6
num_cat=0
split_feature=3 11 9 26 4
split_gain=1.17772 1.26903 3.77377 2.13966 0.82918
threshold=-2.7369303703308101 -0.056552402675151818 -2.2834039926528926 -0.26835612952709192 -0.31387105584144587
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0056808822718671095 -0.080633252869529659 0.034853174939281542 0.002047075048239646 -0.0043859853094861236 -0.10193666176359972
leaf_weight=1.7034661266952755 6.6098507791757575 23.43997623026371 33.493468039203435 34.131514876848087 1.8855395114514966
leaf_count=18 60 192 402 294 34
internal_value=0 0.00207676 -0.0115803 0.0115901 -0.0562503
internal_weight=0 97.6748 40.1033 57.5715 3.58901
internal_count=1000 948 462 486 52
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=5
num_cat=0
split_feature=30 9 4 11
split_gain=1.08141 1.33415 6.37848 4.81255
threshold=-1.713110029697418 0.12808340787887576 -1.2296712994575498 2.6943253278732304
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.055507287250556453 -0.029254397682822193 0.088203419388334467 -0.0042165095587881661 0.038840195784628578
leaf_weight=3.3925503599457434 35.61578122060746 9.3013190962374193 37.880700675072148 14.647247804328797
leaf_count=32 356 126 369 117
internal_value=0 0.00192588 0.0140029 -0.00941082
internal_weight=0 97.445 47.182 50.263
internal_count=1000 968 495 473
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=4
num_cat=0
split_feature=5 31 31
split_gain=1.07299 1.20077 1.83205
threshold=-4.3031001091003409 -2.0173729658126827 -1.7747542858123777
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.07115788505910621 0.073200399460286128 -0.094557353842943156 0.0018339721674056439
leaf_weight=2.0746325762011102 2.282300087157636 2.0141477277502409 93.772008965024725
leaf_count=28 23 19 930
internal_value=0 0.00151515 -0.000192901
internal_weight=0 98.0685 95.7862
internal_count=1000 972 949
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=8
num_cat=0
split_feature=13 21 19 20 17 11 10
split_gain=1.06293 1.58132 2.148 1.41612 2.01537 1.9055 1.30202
threshold=-1.2598152160644529 0.034177251160144813 1.0000000180025095e-35 -1.0864183306694029 0.75022095441818248 0.32232411205768591 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.019517627666960333 -0.011925022585935904 -0.069006252082844818 0.057738129453521428 -0.00034326879077561337 -0.040934408705096438 0.06824774062714177 0.1353128342639516
leaf_weight=1.8361753700301053 5.8182817306369525 2.5662156669422984 2.7918493421748281 63.72865646914579 15.137239816831423 6.0441166800446808 2.0609273083973658
leaf_count=16 71 26 28 623 158 52 26
internal_value=0 0.0322867 -0.00296539 -0.0032889 -0.00813419 0.0289245 0.0807543
internal_weight=0 9.25517 5.35807 90.7283 78.8659 11.8624 3.8971
internal_count=1000 96 54 904 781 123 42
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=7
num_cat=2
split_feature=6 15 0 10 1 1
split_gain=1.05465 2.05412 2.65495 1.872 3.7182 3.35073
threshold=1.8600274920463564 -1.2552280426025388 0.06608057022094728 1.8433723449707033 0 1
decision_type=2 2 2 2 1 1
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.024977760170824977 -0.11986171372142702 -0.080355758912913675 0.017626040332249498 0.073498098191615013 -0.022975970160236902 0.019613592600361489
leaf_weight=34.135842908639461 1.950962166301905 3.8593889293260863 9.7564203497022373 9.8904854019638151 6.7020120015367874 33.28087550541386
leaf_count=317 17 58 115 112 96 285
internal_value=0 -0.0238972 -0.0101468 0.00444079 0.0345305 -0.00296483
internal_weight=0 15.5668 13.6158 84.0092 16.5925 67.4167
internal_count=1000 190 173 810 208 602
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=8
num_cat=1
split_feature=8 7 2 6 22 9 11
split_gain=1.0309 2.46668 2.44903 2.06615 1.93747 1.90152 1.8786
threshold=0 -0.86519092321395863 0.29434275627136236 1.8600274920463564 0.62442603707313549 -1.9490652680397031 3.7105647325515752
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.055745969315708965 -0.012566256803607557 0.026418118422133065 -0.019319764170218096 0.038083472266815729 0.11627973953832814 -0.10707698534338127 0.035189993254665729
leaf_weight=5.349852696061137 41.124574831686914 11.133955046767367 23.166933914646506 1.198111801408231 3.0583651459310195 3.6563315917737773 10.300160919781773
leaf_count=58 356 185 200 16 60 47 78
internal_value=0 0.0117169 -0.00523716 -0.00888784 0.0457828 -0.0712503 -0.00300088
internal_weight=0 42.7091 28.5168 56.2792 14.1923 4.85444 51.4247
internal_count=1000 503 258 497 245 63 434
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=8
num_cat=0
split_feature=20 27 17 2 20 14 10
split_gain=1.00983 2.44763 2.63824 1.81152 1.79013 2.89179 2.16377
threshold=0.35997511446475988 -0.44899147748947138 0.76754558086395275 1.937900245189667 -0.010012246202677487 0.38039220869541174 -4.4069178104400626
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.059736239417031115 0.072518521084481022 -0.025017302068933895 -0.046747608124818547 0.034294141209398943 0.00384969230672534 -0.094417382692972687 0.0076699228943115927
leaf_weight=5.3196587576530865 9.8180608123075199 15.605680852662774 2.2867100434377781 7.6855876019690177 6.3757032228168082 5.6471775015816092 45.447604809654877
leaf_count=50 99 157 26 85 77 50 456
internal_value=0 0.0135114 0.049988 -0.00544588 -0.00761018 -0.0423066 0.000606754
internal_weight=0 35.396 12.1048 23.2913 62.7901 12.0229 50.7673
internal_count=1000 367 125 242 633 127 506
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=8
num_cat=0
split_feature=24 22 31 26 31 4 7
split_gain=1.01697 2.26444 2.90651 1.99549 3.19961 2.54393 1.28085
threshold=0.35557235777378088 1.4963601827621462 0.80102509260177623 -0.70094463229179371 0.49908749759197241 -0.44345408678054804 -0.96313458681106556
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.024442864257113322 0.0075198587790234602 0.0023162263536467514 0.025552082068262306 0.060300725118421043 -0.15513543157890586 -0.0040904911181244312 0.10618313326628964
leaf_weight=46.767450710525736 4.5619786852039423 2.1636895518749952 15.476540345698593 12.17978784278967 1.6456268411129711 12.36368756438605 2.6308298320509484
leaf_count=482 52 19 143 131 22 125 26
internal_value=0 -0.00691112 -0.012012 0.0150527 -0.0355998 0.0278639 0.0593097
internal_weight=0 67.0385 62.244 30.7511 6.20761 24.5435 4.79452
internal_count=1000 670 625 330 74 256 45
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=4
num_cat=0
split_feature=10 20 5
split_gain=1.29536 1.50978 1.24003
threshold=-8.2502570152282697 1.8299899697303774 -3.2341780662536617
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.098749454584106833 -0.040846679337836506 0.075555926973757015 0.0025370272721222317
leaf_weight=1.3106395248323668 7.1330016960855565 2.6651749489828935 86.29149659210816
leaf_count=16 90 24 870
internal_value=0 0.00134181 -0.000775338
internal_weight=0 96.0897 93.4245
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=8
num_cat=0
split_feature=31 31 24 7 11 30 14
split_gain=0.987519 3.8392 2.33413 3.02952 2.88456 2.30351 1.96544
threshold=-0.1249653398990631 0.18357837945222857 -0.40476341545581812 0.34028041362762457 -1.9419997930526731 1.1293790936470034 -0.2194641828536987
decision_type=2 2 2 2 2 2 2
left_child=2 6 4 -4 -1 -3 -2
right_child=1 5 3 -5 -6 -7 -8
leaf_value=-0.079748773355729163 0.0064620474718527741 0.014004878950221686 0.0074592797846195352 0.079710562555148301 0.0085453802525397096 -0.056768238354807023 -0.087888964159844457
leaf_weight=5.2666863105259862 3.0521084098145366 35.183986310847104 19.761010861024264 8.2163719332311285 12.439476083964108 5.2903982605785123 7.9815450620371831
leaf_count=70 37 375 192 89 105 54 78
internal_value=0 -0.00950038 0.0106958 0.028678 -0.0177177 0.00475414 -0.0617898
internal_weight=0 51.508 45.6835 27.9774 17.7062 40.4744 11.0337
internal_count=1000 544 456 281 175 429 115
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=8
num_cat=1
split_feature=8 4 11 13 5 11 22
split_gain=1.03424 2.35474 3.52999 3.33307 1.98286 3.58698 2.29154
threshold=0 0.61790910363197338 -0.70885902643203724 -0.45099973678588862 -2.1253163814544673 4.6643924713134775 0.035218209028244025
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0029821470746732317 0.00098323580442614706 0.039286982479604646 0.075932675656587567 -0.04731348682374964 -0.008443270244140039 0.089421948535870377 -0.08672058833182214
leaf_weight=12.267461333191024 5.6738843580242229 7.1831303657963899 10.53717314894311 11.656060556182636 38.879353070398793 4.1443918123841277 6.2726837457157671
leaf_count=189 64 62 142 110 340 29 64
internal_value=0 0.0118684 0.0334815 -0.0142939 -0.00902417 0.000983892 -0.0450667
internal_weight=0 41.6438 22.8046 18.8392 54.9703 43.0237 11.9466
internal_count=1000 503 331 172 497 369 128
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=7
num_cat=0
split_feature=13 7 13 26 4 13
split_gain=1.00741 2.11477 2.17755 1.332 2.15929 1.50458
threshold=1.3883623480796816 -1.6642212867736814 1.4956029057502749 1.5869815945625307 -0.44345408678054804 -1.2598152160644529
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.040163594247028152 0.084708536874300966 0.078572039732352481 -0.051559725891931432 0.021894029015277504 -0.11211815433179284 -0.0050245985351310236
leaf_weight=8.1997320153750461 4.1416406016796827 1.9160883938893656 3.9096183991059661 2.1189822140149772 2.7793504651635876 72.664981891633943
leaf_count=92 34 17 45 21 27 764
internal_value=0 0.0300787 -0.00875909 -0.00350972 -0.0541455 -0.000442488
internal_weight=0 9.96735 5.82571 85.763 4.89833 80.8647
internal_count=1000 96 62 904 48 856
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=6
num_cat=0
split_feature=29 29 26 22 0
split_gain=0.92662 1.23984 2.03146 1.72559 0.961201
threshold=-1.7141830921173093 -0.88508096337318409 0.49312175810337072 -1.8721634149551389 0.93448248505592357
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.0011755593166886821 -0.059727274753430482 0.0876218787704513 0.029200516452225822 -0.00014623071106610158 0.097355528042472023
leaf_weight=2.2270246581174424 8.2657845227513445 2.3073518406599751 3.7271105519030234 76.838184252381325 1.9479163512587545
leaf_count=26 93 28 39 800 14
internal_value=0 -0.00212776 -0.0320906 0.0024125 0.0460506
internal_weight=0 91.1384 11.9929 79.1455 4.17494
internal_count=1000 960 132 828 40
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=6
num_cat=0
split_feature=3 25 27 0 4
split_gain=0.934104 1.00419 1.24925 0.989698 0.660102
threshold=-2.7369303703308101 -1.5476546287536619 -0.62028139829635609 -0.26738393306732172 -0.31387105584144587
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0070439875170533591 -0.011211084216593066 0.018668806854632587 -0.0080794576967944433 0.081497260029618476 -0.097704183249332069
leaf_weight=1.5839298963546755 1.8656046548858283 24.194219725439325 62.736968126846477 3.00832017045468 1.6291653111111362
leaf_count=18 16 250 652 30 34
internal_value=0 0.00184141 -0.000635025 0.0460111 -0.0530123
internal_weight=0 91.8051 86.9312 4.87392 3.2131
internal_count=1000 948 902 46 52
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=7
num_cat=0
split_feature=3 18 27 27 20 9
split_gain=0.890698 2.36569 2.30554 2.22005 2.1195 1.89047
threshold=-0.84586244821548451 1.2640730142593386 -1.1444159746170042 -0.99950659275054921 0.47881735861301428 0.19106149673461917
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.027937490143243121 0.0078174206216621769 -0.11791298562441373 -0.11909088537320003 0.0017421788040210429 0.038623937405345227 0.09849535956610124
leaf_weight=15.151822849875321 4.6811873260885459 2.1027096137404433 1.560219514183699 59.757262357510626 6.9913822454400352 4.5182728997897357
leaf_count=169 49 21 18 628 70 45
internal_value=0 -0.0165474 0.00567131 -0.00133241 -0.00692173 0.0523535
internal_weight=0 24.2459 70.5169 61.3175 22.1432 9.19946
internal_count=1000 260 740 646 239 94
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=8
num_cat=1
split_feature=8 4 0 6 9 9 7
split_gain=0.955294 2.16798 1.97482 1.91681 1.7841 1.43799 0.950352
threshold=0 -2.8523223400115962 0.23862367868423465 1.8600274920463564 -2.3239196538925166 -1.8467977046966551 -2.499995112419128
decision_type=1 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.0013776314985276686 -0.045343311681930426 -0.019343222259695599 0.026974428379516954 0.019327186534101867 0.005509494051051749 -0.10664669526596822 0.1138215320593365
leaf_weight=1.0306281857192519 8.2988865040242654 18.171979243867099 18.655336235417053 1.2592889433726666 40.901191764511168 3.2311885554809114 2.7767518262844524
leaf_count=17 72 196 215 20 362 43 75
internal_value=0 0.0115464 0.00411956 -0.00877643 -0.00306817 -0.0713192 0.0833838
internal_weight=0 40.6347 36.8273 53.6906 49.2001 4.49048 3.80738
internal_count=1000 503 411 497 434 63 92
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=5
num_cat=0
split_feature=0 9 4 13
split_gain=1.04763 1.32895 1.24338 0.0293486
threshold=-3.1315989494323726 3.5651648044586186 3.1555353403091435 -0.55800852179527272
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.072974087028028281 0.0019820707167971961 0.078190289870559426 -0.051974620085644158 -0.10651774497510894
leaf_weight=0.39974760077893734 85.758460434153676 2.1867686230689278 4.4946827869862309 0.75060859718359896
leaf_count=16 887 23 42 32
internal_value=0 0.00116134 -0.000705018 -0.0948614
internal_weight=0 92.4399 90.2531 1.15036
internal_count=1000 952 929 48
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=5
num_cat=0
split_feature=30 11 9 2
split_gain=0.923519 1.08463 1.99684 1.84843
threshold=-1.713110029697418 -5.2955746650695792 -1.0644020438194273 -2.481732845306396
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.052956385838019961 -0.094111846220009038 0.094530708364269952 0.020761766355621838 0.0023425437563666801
leaf_weight=3.1833455071318886 3.1543300803750753 2.2342728544026604 2.9085376223083577 81.945697196293622
leaf_count=32 32 18 58 860
internal_value=0 0.00184719 -0.0390036 0.00478937
internal_weight=0 90.2428 6.06287 84.18
internal_count=1000 968 90 878
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=7
num_cat=0
split_feature=5 27 30 6 7 9
split_gain=0.905324 2.02514 2.86393 1.6142 2.59741 2.54967
threshold=2.0177078247070317 -0.77704122662544239 0.35636414587497717 -2.2757308483123775 -1.2958345413208006 1.2183623313903811
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.11244871243858377 0.11787785703285369 0.044252530743877888 -0.11212494232966093 -0.0098302914013203724 0.015454341257394328 0.031115025682658171
leaf_weight=3.3315423955209553 2.0486603754106909 4.4115856112912279 1.5944283595308659 58.247968043433502 3.0333823764231047 20.581938231363893
leaf_count=51 27 55 25 574 52 216
internal_value=0 0.0320237 0.00273869 -0.00305107 -0.0514929 0.000860245
internal_weight=0 8.05467 6.00601 85.1948 6.36492 78.8299
internal_count=1000 107 80 893 103 790
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=8
num_cat=0
split_feature=4 9 15 9 3 5 4
split_gain=0.864653 6.50633 3.3386 2.48752 2.70065 2.4176 1.91703
threshold=-1.6112870573997495 -0.89385390281677235 1.284161448478699 -1.6665836572647093 -2.0779349803924556 1.5062254071235659 0.44688245654106146
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.044082798126525602 0.0021772324918479229 0.099042297636187021 0.082321851450249811 -0.086044008794735657 -0.0082261458900680182 -0.037143451046969332 0.082696993499223576
leaf_weight=13.423701472580435 7.3518194183707219 8.5477402482647431 2.4746795985847703 4.9014553281012914 49.487720339791849 1.5380862910533313 4.9460752480663359
leaf_count=138 70 132 21 84 480 29 46
internal_value=0 0.0154488 -0.0244071 -0.00605518 -0.015239 0.078274 0.0345614
internal_weight=0 25.9842 15.8984 66.6871 54.3892 10.0858 12.2979
internal_count=1000 320 159 680 564 161 116
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=8
num_cat=0
split_feature=31 31 10 24 7 11 14
split_gain=0.845086 3.04633 2.02623 1.90323 2.49063 2.37356 1.73473
threshold=-0.1249653398990631 0.18357837945222857 -1.8559841513633726 -0.40476341545581812 0.34028041362762457 -1.9419997930526731 -0.2194641828536987
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.075042515464154261 0.0083158594602813288 0.035422172611618147 -0.012903935599151903 0.0069588818605409303 0.074242320308694168 0.0078600392969600235 -0.083428829530166337
leaf_weight=4.8608048264868584 2.8669798620976508 13.288398987147955 24.996553217759356 18.528395822038878 7.8251736563397563 11.928851419361306 7.3308116076514107
leaf_count=70 37 127 302 192 89 105 78
internal_value=0 -0.00906734 0.00386967 0.0101729 0.0269374 -0.0161412 -0.057636
internal_weight=0 48.4827 38.285 43.1432 26.3536 16.7897 10.1978
internal_count=1000 544 429 456 281 175 115
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=8
num_cat=1
split_feature=8 7 5 9 6 29 9
split_gain=0.903278 2.03586 2.13719 1.83507 1.66961 2.87506 1.8609
threshold=0 -0.86519092321395863 -1.377660810947418 1.5142858624458315 0.77008655667305004 -0.19384890794754026 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.034188321992521128 -0.049244674524730768 0.063533233256681212 -0.025113143413696522 -0.031633316359244712 0.011816593620076705 -0.077298140639190105 0.012225805494621309
leaf_weight=9.3737381254322845 5.8423615898936978 10.111115954350678 17.281630644691177 2.5340137705206862 6.5686765676364294 8.0658116484992188 31.35821602283977
leaf_count=99 51 203 159 42 60 95 291
internal_value=0 0.0114174 -0.00425894 0.0444624 -0.00868483 -0.0372991 0.00257185
internal_weight=0 39.3005 26.6554 12.6451 51.8351 14.6345 37.2006
internal_count=1000 503 258 245 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=7
num_cat=0
split_feature=28 21 0 25 22 5
split_gain=0.854193 2.13549 2.68903 1.87058 1.73935 1.47099
threshold=-0.63907852768897999 -1.4257949590682981 -0.17902013659477231 -1.3436821699142454 0.26117700338363653 -0.6501457393169402
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.084565419104543404 0.0032454328035439553 -0.072941752628062628 -0.00037226251601620665 -0.01277130689204671 0.022243229494805731 0.10666984929265746
leaf_weight=1.9591690497472907 2.4479177892208099 7.5962338359095201 15.576194233726707 36.513094156747684 23.202122183283791 3.1381314243189982
leaf_count=20 23 91 157 409 267 33
internal_value=0 -0.0156856 -0.0241615 0.00600997 0.000833459 0.0613472
internal_weight=0 25.1316 23.1724 65.3013 59.7152 5.58605
internal_count=1000 268 248 732 676 56
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=7
num_cat=0
split_feature=13 11 9 30 4 3
split_gain=0.826561 1.70456 1.65115 1.32525 2.02922 1.46102
threshold=1.3883623480796816 3.3369733095169072 0.39663147926330572 1.2851886153221133 0.69948077201843273 -2.0779349803924556
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.049612885181336004 -0.034119375637580926 0.11163890576787468 0.062172455686497131 0.0015776069503788872 -0.10212265590345129 0.0048659464144198
leaf_weight=5.3086532574379808 4.2533221137709898 1.9395213061943648 3.0632948931306601 4.4214559909887603 3.2919118695426732 67.706653881701641
leaf_count=86 43 16 37 58 32 728
internal_value=0 0.0282902 0.00619574 -0.00325936 -0.0426796 0.000905007
internal_weight=0 9.25614 7.31662 80.7287 7.71337 73.0153
internal_count=1000 96 80 904 90 814
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=8
num_cat=1
split_feature=8 4 11 19 31 12 12
split_gain=0.798124 1.875 2.89861 2.76456 1.64558 2.54655 2.46951
threshold=0 0.61790910363197338 -0.63245621323585499 0.37843565642833715 1.3691098093986513 0.27298769354820257 0.079420387744903578
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0021917723292119414 0.0061253466495071523 -0.04071799252943701 0.072725054748833937 0.04373574893020897 -0.028452662208656235 0.10036867765867197 -0.041108871377928402
leaf_weight=11.625797861022876 24.876977284904569 11.885698764235714 9.2925580984447134 5.7517305379733434 2.8789181616157284 3.2861163355410099 19.941446410259232
leaf_count=195 252 113 136 59 31 19 195
internal_value=0 0.0108392 0.0310885 -0.0131768 -0.00822777 0.0402123 -0.014891
internal_weight=0 38.5558 20.9184 17.6374 50.9835 6.16503 44.8184
internal_count=1000 503 331 172 497 50 447
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=8
num_cat=0
split_feature=5 6 3 7 7 4 15
split_gain=0.787581 3.56519 3.07257 3.00669 2.65522 2.5996 0.465246
threshold=-0.89550951123237599 -0.69330593943595875 2.6622943878173833 -1.6289549469947813 -1.3431769609451292 -1.2004670500755308 -0.22039064019918439
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.024730954124292256 -0.035588517513516091 0.033617597392739333 0.048662142225170339 0.019165306624515936 -0.023885739273311279 -0.10806265840583529 0.11487825643516032
leaf_weight=2.013578743673861 15.170855436008422 15.594472447875885 1.7805233906256033 29.590585835976526 16.554128016810864 5.5032160825794554 2.6261324058286837
leaf_count=19 154 145 26 341 189 83 43
internal_value=0 -0.0104891 0.00845129 0.000607764 0.00400767 -0.0724903 0.0881234
internal_weight=0 39.6654 49.1681 44.7614 32.1486 7.51679 4.40666
internal_count=1000 436 564 495 334 102 69
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=4
num_cat=0
split_feature=10 20 16
split_gain=0.98886 1.29158 1.01408
threshold=-8.2502570152282697 1.8299899697303774 0.5102781653404237
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.09167827638249447 -0.008100041963318351 0.074938530610979839 0.015654930743792008
leaf_weight=1.1614408893510688 58.554425534442998 2.3126429934054604 25.928225376177579
leaf_count=16 661 24 299
internal_value=0 0.00120879 -0.0008095
internal_weight=0 86.7953 84.4827
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=7
num_cat=0
split_feature=22 27 28 20 28 6
split_gain=0.802522 1.99729 1.20455 3.59405 1.65132 1.16025
threshold=-1.4049233794212339 0.59481739997863781 0.89896380901336681 -0.22311427444219586 0.33572702109813696 -0.37206447124481196
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.057308206370466998 -0.00091359798546957458 0.11928592789838777 -0.046422432377834839 0.0556644965857283 -0.041001585217475489 0.041593653559632314
leaf_weight=2.0910678233485669 52.66071550664492 1.9232613407075403 5.1336904047057041 10.506374822929498 12.76663078938145 2.7409867327660313
leaf_count=24 600 20 63 103 154 36
internal_value=0 0.0330984 -0.00277607 0.0221555 -0.00873584 -0.00120605
internal_weight=0 6.75532 81.0674 15.6401 65.4273 4.83205
internal_count=1000 80 920 166 754 60
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=4
num_cat=0
split_feature=10 20 5
split_gain=0.857269 1.00965 0.920179
threshold=-8.2502570152282697 1.8299899697303774 -3.2341780662536617
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.087775602321293444 -0.037633432282286161 0.067400749661864226 0.0022995833852892771
leaf_weight=1.0989779827650625 6.231884602457284 2.2377247014082959 77.928381737321615
leaf_count=16 90 24 870
internal_value=0 0.00110535 -0.00065737
internal_weight=0 86.398 84.1603
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=8
num_cat=0
split_feature=9 6 11 6 5 11 21
split_gain=0.79278 4.44502 3.79543 2.18098 4.86663 2.77072 2.07784
threshold=1.2183623313903811 -1.5804541110992429 4.0305128097534189 -1.829513370990753 -0.59729230403900135 2.8228979110717778 -0.30010202527046198
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.10904666324261272 -0.15732080034166041 0.065569867481890157 -0.035089429839899981 -0.027158980382593539 0.087895427559361014 0.021141790455846618 -0.021201991538492677
leaf_weight=1.6016791705042122 1.7272068307502193 13.582854989450427 5.1722851740196338 39.223718836670741 5.7924743172479785 17.034028343390673 3.1975150764919844
leaf_count=18 36 153 48 451 72 156 66
internal_value=0 0.0156088 0.0378101 -0.00582343 0.045235 -0.0125342 -0.0689418
internal_weight=0 23.6799 18.7551 63.6519 7.39415 56.2577 4.92472
internal_count=1000 303 201 697 90 607 102
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=8
num_cat=0
split_feature=20 14 22 4 9 2 3
split_gain=0.760706 1.84707 1.44534 1.39587 4.30502 2.2903 1.39497
threshold=-1.0864183306694029 0.032352834939956672 -0.033743918873369687 -0.44345408678054804 -2.2834039926528926 4.188784360885621 -0.16505199670791623
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.11394165184681074 -0.057452751444057662 -0.083093745664087018 0.015207134099123427 -0.02182351651835197 0.029264867169088511 0.087758200322807761 0.019792046045950237
leaf_weight=2.8641833276487887 7.2480534343048921 2.0404084243346006 3.0737302438355965 38.29496189893689 27.240091938641854 2.0072581868153057 3.7211747048422694
leaf_count=24 82 25 38 412 348 22 49
internal_value=0 0.0236931 0.0628322 -0.00372802 0.0110402 -0.0163658 -0.016644
internal_weight=0 11.6995 5.93791 74.7904 34.4881 40.3022 5.76158
internal_count=1000 136 62 864 430 434 74
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=4
num_cat=0
split_feature=30 15 3
split_gain=0.772576 0.928853 1.27014
threshold=-1.713110029697418 -1.9646769762039182 2.6622943878173833
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.050054475190724257 -0.056666476042944218 -0.00055893333092381728 0.040858807725743948
leaf_weight=2.9783763691084451 2.6324461933691046 71.987991299363784 8.2530685086967406
leaf_count=32 27 814 127
internal_value=0 0.00178347 0.00370102
internal_weight=0 82.8735 80.2411
internal_count=1000 968 941
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=5
num_cat=0
split_feature=29 30 4 30
split_gain=0.771526 0.940141 1.88628 1.53311
threshold=-2.0384702682495113 -1.2419461011886594 1.4679937958717348 -1.0931476950645445
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.059147630828288937 -0.0038281167608839213 0.071306396445359008 -0.11766853914471614 -0.0011717811993836188
leaf_weight=2.1491340892389408 5.1176697075134134 3.0393363977782419 2.0339855109341443 73.397935801534913
leaf_count=20 62 32 22 864
internal_value=0 -0.00153381 -0.0362052 0.00171013
internal_weight=0 83.5889 7.15166 76.4373
internal_count=1000 980 84 896
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=8
num_cat=1
split_feature=6 4 25 8 6 3 22
split_gain=0.753781 1.92321 2.11388 1.68061 1.37012 1.57906 0.918209
threshold=1.7042843699455263 0.94262233376503002 -0.32345403730869288 0 1.4401751756668093 -0.24213722348213193 -1.0000000180025095e-35
decision_type=2 2 2 1 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.021286296868671204 0.031883329381643913 -0.14311886726999867 -0.013135723406317266 -0.05375876555199164 0.012503306035645818 0.011721229295949275 0.10723523053797041
leaf_weight=21.534684488084167 7.1617134860716751 2.2380673254374415 2.8372444096021345 3.3693744770716867 2.0172240734100342 44.326264599803835 2.076320679858326
leaf_count=242 103 21 39 55 27 496 17
internal_value=0 -0.0198876 -0.0704546 0.00448252 0.00441775 0.000928693 0.0605531
internal_weight=0 15.6064 5.07531 10.5311 69.9545 65.8609 4.09354
internal_count=1000 218 60 158 782 738 44
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=8
num_cat=1
split_feature=0 2 1 6 9 2 11
split_gain=0.755698 2.55215 2.22167 3.11046 2.45901 2.11715 1.87659
threshold=-0.53437867760658253 1.4031839370727541 0 -2.0005699396133418 1.555183529853821 1.2453119158744814 1.0000000180025095e-35
decision_type=2 2 1 2 2 2 2
left_child=1 5 3 -2 -4 -1 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=-0.0073929452825750143 0.070979387253789286 -0.13077457416643321 0.010469105147829602 -0.022085359484460779 0.080976979362100091 0.11191510136282459 -0.022149813542724037
leaf_weight=11.424814321566375 4.0478025515330947 2.7724685018183655 23.340574698522691 31.845368308597244 6.2764739189296952 1.709953948855399 3.7303089917404577
leaf_count=168 56 52 224 349 75 15 61
internal_value=0 -0.0172266 0.00513811 -0.0115901 0.0254112 0.00813921 -0.0684621
internal_weight=0 19.6375 65.5102 35.8932 29.617 13.1348 6.50278
internal_count=1000 296 704 405 299 183 113
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=7
num_cat=0
split_feature=31 31 27 0 14 14
split_gain=0.736694 2.23225 1.82278 1.93833 1.77601 1.54292
threshold=-0.1249653398990631 0.18357837945222857 1.5642768144607546 0.38903948664665228 1.6835207343101504 -0.2194641828536987
decision_type=2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2
right_child=1 4 -4 -5 -6 -7
leaf_value=-0.013270153898074811 0.012543491131072997 -0.0028041362369573674 -0.086472730703934075 0.032956047183090351 0.095570126970353247 -0.078218107250624391
leaf_weight=15.026743886526672 2.609851747751236 33.483491112710908 1.8710853154771019 22.886169965611771 1.9416151242330659 6.63411785464268
leaf_count=199 37 408 24 233 21 78
internal_value=0 -0.00883169 0.00987916 0.0146343 0.00258766 -0.0525934
internal_weight=0 44.6691 39.784 37.9129 35.4251 9.24397
internal_count=1000 544 456 432 429 115
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=8
num_cat=0
split_feature=13 28 20 29 4 19 17
split_gain=0.73463 1.36363 1.01968 1.37215 1.31811 0.981031 0.322875
threshold=-1.2598152160644529 0.073746889829635634 -1.0864183306694029 -1.7605945467948911 1.1755555868148806 -0.29766309261322016 -0.032919546589255326
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.063335358398774452 0.003157359296838259 0.04660282732517948 0.066814525501709063 -0.010187667757408141 0.083267833408616557 0.031613690225772935 0.11204004884411561
leaf_weight=1.7630753973498938 6.8562185687478614 1.4084687035065147 2.4007373717613509 64.182067510788329 2.9322764065582305 2.8427404107060275 1.6227782662026582
leaf_count=22 95 21 26 755 28 33 20
internal_value=0 0.0295479 -0.00298083 -0.00741124 0.0271555 -0.00473217 0.0816346
internal_weight=0 7.63706 76.3713 66.5828 9.78849 4.60582 3.03125
internal_count=1000 96 904 781 123 55 41
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=5
num_cat=0
split_feature=25 4 9 9
split_gain=0.73141 0.884827 4.47181 2.22149
threshold=-1.7584840655326841 -1.6112870573997495 0.10403871536254884 -1.6665836572647093
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.052878534235912968 -0.011177029997934506 0.032065537603561213 0.090167569000373149 -0.017593372546113893
leaf_weight=2.5353051251731804 16.784537850180644 11.121156979817895 5.8789473671931765 47.420165440998971
leaf_count=28 203 113 108 548
internal_value=0 -0.00166475 0.0151119 -0.00815962
internal_weight=0 81.2048 22.6635 58.5413
internal_count=1000 972 311 661
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=8
num_cat=1
split_feature=8 4 0 6 11 9 9
split_gain=0.739636 1.82945 1.34633 1.31336 1.73161 1.19439 1.10087
threshold=0 -2.8523223400115962 0.23862367868423465 1.8600274920463564 3.7105647325515752 -1.8467977046966551 -2.6924784183502193
decision_type=1 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.041006072977100787 -0.013267982263538855 -0.016780116070967018 0.02383442314951489 0.022426052848789211 0.036600393967451843 -0.10166918299418648 0.11061767887116269
leaf_weight=0.58590026199817691 34.927761107683182 16.137536575435661 16.514278451446444 1.0993274077773096 8.6967939434107375 2.6338072834769255 2.6208631430054075
leaf_count=4 356 196 215 20 78 43 88
internal_value=0 0.01084 0.00376146 -0.008198 -0.00332645 -0.0651258 0.0829149
internal_weight=0 35.8586 32.6518 47.3577 43.6246 3.73313 3.20676
internal_count=1000 503 411 497 434 63 92
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=8
num_cat=0
split_feature=22 22 15 28 21 21 4
split_gain=0.746913 2.69598 2.26495 1.84695 2.11117 1.95364 1.7873
threshold=0.26117700338363653 0.035218209028244025 0.70298731327056896 -0.69158238172531117 -1.6536034345626829 -0.6137670874595641 -1.8213946819305418
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.041084118637896898 0.06753387700592299 -0.094964804921185739 0.034732845457257612 -0.095728902294142035 0.033345953186233637 -0.047457170678894725 -0.0090371811041694596
leaf_weight=9.1244155485182983 1.8233882244676349 5.5831618742085984 1.7743855495937166 1.3416477282298753 22.831983128213324 7.7877737730741483 32.300417026155628
leaf_count=140 21 67 21 14 289 83 365
internal_value=0 -0.00790471 -0.0636862 0.0114393 0.0261822 -0.0256416 0.00200276
internal_weight=0 48.7824 7.35755 33.7848 24.1736 9.61116 41.4248
internal_count=1000 593 88 407 303 104 505
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=6
num_cat=0
split_feature=13 7 13 13 7
split_gain=0.711818 1.46815 1.68572 1.22534 1.56297
threshold=1.3883623480796816 -1.6642212867736814 1.4956029057502749 1.2606914639472964 0.25074130296707159
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0098859488187804344 0.07665327290870487 0.074307151686815565 -0.049609605066380312 -0.083608898801732306 0.023661259965255615
leaf_weight=52.957303567556664 3.5335761485621333 1.6555998800322393 3.2584078446961939 1.8456790267955501 18.824750094092451
leaf_count=592 34 17 45 24 288
internal_value=0 0.0274913 -0.00786027 -0.00315684 -0.00108824
internal_weight=0 8.44758 4.91401 73.6277 71.7821
internal_count=1000 96 62 904 880
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=8
num_cat=1
split_feature=8 7 9 9 5 11 15
split_gain=0.715485 1.66836 3.11523 2.94137 1.26455 2.79887 1.77557
threshold=0 -1.6642212867736814 0.68402928113937389 -1.1080552935600279 -2.1253163814544673 4.6643924713134775 0.34292693436145788
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.056887186475531815 -0.012075338940461335 0.094020702285005378 0.027762427487181121 0.0053989033184357448 -0.0085251900273873721 0.085596118493103793 -0.10443125496692146
leaf_weight=8.0388462292030471 6.923566466313785 5.3911258345469859 9.4677920062094909 12.266538961441254 33.210576280020177 3.4915767628699532 2.9766041055554524
leaf_count=77 89 94 115 217 340 29 39
internal_value=0 0.0107679 -0.0111077 0.0324563 -0.00812655 0.000428829 -0.0398432
internal_weight=0 35.1643 17.5066 17.6577 46.6023 36.7022 9.90017
internal_count=1000 503 192 311 497 369 128
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=5
num_cat=0
split_feature=10 22 7 0
split_gain=0.743217 0.842735 1.99826 1.0728
threshold=-8.2502570152282697 1.4963601827621462 -0.96313458681106556 -1.608339190483093
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.086080106340929718 -0.040383822762421168 -0.0193896375587609 0.096968168257352022 0.0019284256310483005
leaf_weight=0.99065406760200758 6.5761217705439767 3.0229698773473501 2.883967612637206 67.482265978935175
leaf_count=16 136 31 34 783
internal_value=0 0.00107052 0.0374202 -0.00182875
internal_weight=0 79.9653 5.90694 74.0584
internal_count=1000 984 65 919
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=6
num_cat=0
split_feature=3 11 2 5 17
split_gain=0.702959 0.842849 2.19355 1.73952 0.609275
threshold=-2.7369303703308101 -1.0592629313468931 1.1303530335426333 -0.15890216827392575 -0.088628441095352159
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.016241563822925454 0.0010258529242093745 -0.0020529642085923608 -0.074707318496071914 0.038808566036762748 -0.08781042876078321
leaf_weight=0.85555330710485611 19.543591028777886 39.825761310872622 4.7550310024525961 14.109341738861984 1.6442910771584127
leaf_count=17 274 432 99 143 35
internal_value=0 0.00166956 -0.0137945 0.00863635 -0.0521994
internal_weight=0 78.2337 24.2986 53.9351 2.49984
internal_count=1000 948 373 575 52
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=7
num_cat=0
split_feature=10 3 20 5 6 21
split_gain=0.689737 1.89973 1.69277 1.22116 2.9137 2.45956
threshold=-4.9047172069549552 -0.55024453997611988 -0.48250362277030939 0.45862978696823126 -1.8197036385536192 0.41289916634559637
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.074872114491695438 -0.09164535650979494 -0.09087003974215499 0.063744208363923957 -0.003378558444730553 0.0016586670267540603 0.075211034794601644
leaf_weight=1.3504225611686709 3.5721133006736627 2.951357275247573 2.5343428902560845 10.513911077345258 53.086886587319896 6.4101461282698429
leaf_count=19 81 27 34 157 598 84
internal_value=0 -0.0303899 0.0155584 0.00281692 -0.00422376 0.026388
internal_weight=0 6.83612 3.88477 73.5831 56.659 16.9241
internal_count=1000 80 53 920 679 241
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=7
num_cat=0
split_feature=9 4 4 9 15 10
split_gain=0.705212 3.39202 2.80264 2.1015 1.93812 0.61135
threshold=-2.3239196538925166 0.52956873178482067 -3.4333997964859004 -2.1211913824081416 1.1791619062423708 0.88901996612548839
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.075945712426741419 0.11949111226301452 0.080632204668609903 0.095189554649984853 -0.0046472463382677999 0.048462807665936129 0.040909491450519725
leaf_weight=6.9434156441129726 2.2424540179781607 2.424660346005111 2.1816520540742195 62.769207690667827 1.5277463423553852 1.7726392558543009
leaf_count=85 45 29 22 760 18 41
internal_value=0 -0.0236584 0.00371832 -0.0012938 -0.053509 0.0847978
internal_weight=0 10.8958 68.966 64.9509 8.47116 4.01509
internal_count=1000 132 868 782 103 86
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=8
num_cat=0
split_feature=9 4 13 11 7 13 21
split_gain=0.68802 3.12571 3.54571 2.50958 2.40813 2.31287 1.65822
threshold=0.26169002056121832 -1.2296712994575498 -0.45099973678588862 2.6943253278732304 1.0854787826538088 0.32555019855499273 -0.30010202527046198
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.038999338524552674 -0.03806535783186546 0.043455799547204632 -0.02871447437455479 -0.0048563123890989568 0.030949289875354166 0.082086940321018376 0.096722265865710255
leaf_weight=23.737563929753382 1.1024754022946579 10.47501257969998 19.443252375815064 8.0653794468380493 6.2092060304712495 4.9299264261499038 5.3031384975183746
leaf_count=276 36 124 240 81 106 50 87
internal_value=0 0.0101273 -0.00344615 -0.00857118 -0.0244961 0.0281267 0.0735239
internal_weight=0 36.3239 29.9183 42.9421 29.9468 12.9953 6.40561
internal_count=1000 487 364 513 382 131 123
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=8
num_cat=1
split_feature=8 4 16 13 6 11 0
split_gain=0.652938 1.63365 2.25388 2.19855 1.36561 1.27529 0.959209
threshold=0 0.61790910363197338 0.2598749846220017 -0.45099973678588862 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0028822943387781068 -0.011625727547092873 0.035145415003910538 0.075276623500979467 -0.042001241156245032 -0.11091320075474871 0.032560390805090447 -0.0027213495163422659
leaf_weight=11.085942848352717 32.995740649872459 5.9114450900815418 7.0261618008371434 9.8481076695607026 2.0896544470451768 8.1440881668240745 1.3481122106313703
leaf_count=204 356 62 127 110 46 78 17
internal_value=0 0.0104803 0.030966 -0.0130634 -0.00793815 -0.00287859 -0.068486
internal_weight=0 33.8717 18.1121 15.7596 44.5776 41.1398 3.43777
internal_count=1000 503 331 172 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=7
num_cat=0
split_feature=3 27 18 10 22 9
split_gain=0.672399 1.63098 1.62885 1.56692 1.49577 1.28434
threshold=-0.84586244821548451 -1.1444159746170042 1.2640730142593386 1.8647432923316958 -0.79520875215530384 0.19106149673461917
decision_type=2 2 2 2 2 2
left_child=2 5 4 -3 -1 -2
right_child=1 3 -4 -5 -6 -7
leaf_value=0.042957142754627753 0.0073806554539200368 -0.012093627911636868 -0.11302754594550923 0.026839728483656528 -0.024000928440005256 0.090140470262264197
leaf_weight=4.4317143732914746 3.736277778632938 36.397885676473379 1.5909635890275229 14.437541287974453 13.496903492195997 3.7644869562936947
leaf_count=58 49 405 21 241 181 45
internal_value=0 0.00538647 -0.016055 -0.00103634 -0.00744979 0.0489162
internal_weight=0 58.3362 19.5196 50.8354 17.9286 7.50076
internal_count=1000 740 260 646 239 94
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=8
num_cat=0
split_feature=22 22 6 9 26 15 25
split_gain=0.686233 2.06289 2.00944 1.68305 1.55701 1.97132 1.54058
threshold=0.26117700338363653 0.035218209028244025 -0.52138850092887867 2.1762464046478276 0.84513708949089061 0.56692674756050121 -0.3889463990926742
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.007274266489581991 0.0052232807791389793 -0.14581744508639358 -0.024729220971872846 0.053091076404754967 -0.087521462555039925 0.067606785852328155 0.011826529345372393
leaf_weight=33.573117961990647 18.512231765489567 1.9050081907771526 4.8842280325479797 5.355491030146367 2.8564268127083778 6.973631360102444 3.4413666608743361
leaf_count=424 233 29 59 81 36 90 48
internal_value=0 -0.00784065 -0.0587057 0.00103032 0.0112907 0.0222931 -0.0332337
internal_weight=0 45.7178 6.78924 38.9286 31.7837 25.4859 6.29779
internal_count=1000 593 88 505 407 323 84
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=8
num_cat=0
split_feature=27 27 29 24 17 29 4
split_gain=0.637645 1.8068 1.92224 1.70944 1.58961 1.60327 1.37278
threshold=0.32765662670135504 0.52713641524314891 -0.29389292001724238 1.5836427807807925 0.75022095441818248 -0.15634847432374951 -0.44345408678054804
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.022488219243045133 -0.01355334395358114 -0.0090170962028125901 0.10637286550252847 0.095263865708578921 0.0053786812404747596 -0.074523647287033382 -0.015110487464027024
leaf_weight=18.202440891647711 2.1187563340645283 20.248493539751511 3.6201846546027836 1.7042803335934866 4.2691118146758527 6.0987291538622213 20.815911835816223
leaf_count=250 26 275 42 20 59 81 247
internal_value=0 0.0121389 0.0620974 -0.000921354 -0.00681841 -0.0416227 0.00242967
internal_weight=0 27.6917 5.73894 21.9528 49.3862 10.3678 39.0184
internal_count=1000 363 68 295 637 140 497
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=8
num_cat=0
split_feature=31 27 31 15 11 22 21
split_gain=0.634386 2.15399 1.65828 1.46625 1.97429 1.52021 0.931538
threshold=-0.1249653398990631 1.2188372015953066 0.18357837945222857 0.14212975651025775 -0.70885902643203724 0.43661877512931829 -0.015455608721822498
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.027999042433304911 -0.058782392153005784 0.0049759246447583583 -0.0059376383369044994 -0.021951452432557458 0.056422697801493761 0.028347028393208015 0.093298316446073226
leaf_weight=13.28526215371676 7.5240839430480255 2.149699125206098 28.172782736830413 4.5793670993298301 10.781279227230694 7.4864958036923772 2.6864816714078179
leaf_count=164 101 33 375 96 114 82 35
internal_value=0 -0.00859108 -0.0170761 0.00963209 0.0330575 -0.00769096 0.0540387
internal_weight=0 40.533 35.6969 36.1324 15.3606 20.7718 4.83618
internal_count=1000 544 476 456 210 246 68
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=5
num_cat=0
split_feature=5 30 7 20
split_gain=0.624776 0.751242 1.9831 1.15069
threshold=-4.0636310577392569 1.2851886153221133 -2.3758826255798335 1.9680437445640566
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.056943092151823395 0.0027321259582078722 0.05807760018087782 -0.060534284736592225 0.089963637700854693
leaf_weight=1.8792004096903827 65.541603072138969 1.9166936837136743 5.3275982472114256 1.5479198144748796
leaf_count=36 851 21 76 16
internal_value=0 0.00144132 -0.029152 0.00474477
internal_weight=0 74.3338 7.24429 67.0895
internal_count=1000 964 97 867
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=8
num_cat=0
split_feature=28 13 21 17 25 22 16
split_gain=0.593361 1.92446 2.86636 2.27263 1.21777 1.64508 1.50658
threshold=-0.63907852768897999 -0.39022143185138697 -0.43696528673171992 0.90570002794265758 -0.7523495852947234 0.42135243117809301 0.25312055647373205
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.060852289680101326 0.062074399987447196 0.025976509859126442 -0.089463232239046689 -0.082241396103294617 -0.016310098823484529 0.02616536676009884 -0.0069461970605425999
leaf_weight=1.6348551381379364 7.3448766425717604 11.485330156167036 5.6625585776055258 2.3351167049258938 28.611773987533525 13.383343584835528 5.5539327319711447
leaf_count=17 89 148 69 34 393 184 66
internal_value=0 -0.0142439 -0.0557877 0.0076919 0.00548092 -0.00277367 0.0323557
internal_weight=0 21.1179 7.29741 13.8204 54.8939 41.9951 12.8988
internal_count=1000 268 86 182 732 577 155
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=8
num_cat=1
split_feature=31 17 8 12 14 12 17
split_gain=0.597492 1.34378 1.02395 1.95433 1.54459 0.965026 0.875165
threshold=1.3691098093986513 -0.36764360964298243 0 0.38067720830440527 1.4200065732002261 -1.0000000180025095e-35 -0.79640007019042958
decision_type=2 2 1 2 2 2 2
left_child=2 6 4 -4 -1 -3 -2
right_child=1 5 3 -5 -6 -7 -8
leaf_value=0.018588290404651691 0.031538587608112949 0.010684786112590381 0.0019146252830768741 -0.046634906294455561 -0.054879417586079504 0.10054609818552102 -0.072674207622168155
leaf_weight=26.71030959056225 1.5102672893553974 2.2109680525027215 25.159704672987573 12.366927707742432 3.2050580080831415 2.6009124796837551 1.7276836782693861
leaf_count=413 22 33 303 144 43 23 19
internal_value=0 0.0257408 -0.00308342 -0.0140849 0.0107171 0.0592565 -0.0240666
internal_weight=0 8.04983 67.442 37.5266 29.9154 4.81188 3.23795
internal_count=1000 97 903 447 456 56 41
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=5
num_cat=0
split_feature=3 29 29 10
split_gain=0.59039 0.654284 0.742373 0.553302
threshold=-2.7369303703308101 -2.0384702682495113 -0.88508096337318409 -1.9995312094688413
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0086368402221905973 0.060568087753722855 -0.025291746078828871 0.0041593799003083361 -0.10922208370152338
leaf_weight=1.3158459217520433 1.8311935104429711 9.9557731066597608 61.001122674031649 0.93582055682781984
leaf_count=27 19 144 785 25
internal_value=0 0.00155025 2.71708e-05 -0.0504413
internal_weight=0 72.7881 70.9569 2.25167
internal_count=1000 948 929 52
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=6
num_cat=0
split_feature=13 30 14 13 7
split_gain=0.557765 1.25164 1.44675 0.968938 1.30213
threshold=1.3883623480796816 0.77336484193801891 -0.53346714377403248 1.279394865036011 0.25074130296707159
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0095276791596174137 0.079794208329746819 0.093847664865661429 -0.030904872854950839 -0.083548522559030447 0.022473543251724418
leaf_weight=48.526338058698457 1.6725129482802001 1.9871065476909278 4.0141153750009826 1.4584992353338737 17.229763364128303
leaf_count=595 18 22 56 20 289
internal_value=0 0.0255269 0.0016532 -0.00293069 -0.00114255
internal_weight=0 7.67373 5.68663 67.2146 65.7561
internal_count=1000 96 74 904 884
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=7
num_cat=0
split_feature=27 3 11 25 27 20
split_gain=0.562566 2.0396 1.66125 1.53613 2.07325 1.50639
threshold=-0.6061393916606902 -1.8786414861679075 2.6943253278732304 -0.83579474687576283 0.32765662670135504 0.52136847376823436
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=-0.092779206112311122 0.050148774928718359 0.0018204922907999325 0.063701325477404411 -0.036832267159500824 0.0077812045794437333 -0.025634563496348323
leaf_weight=1.6501701786182845 8.2251139255240542 12.636781910143329 6.6063501301105125 20.831470507313497 20.834314984851517 3.8510348326526573
leaf_count=28 94 183 65 286 300 44
internal_value=0 0.0139153 0.0230648 -0.00542211 -0.014524 0.0259818
internal_weight=0 20.8933 19.2431 53.7419 41.6658 12.0761
internal_count=1000 276 248 724 586 138
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=8
num_cat=0
split_feature=20 19 11 28 25 25 27
split_gain=0.565948 1.45735 1.89144 1.38304 1.0634 1.92679 1.79579
threshold=0.35997511446475988 0.12578448653221133 0.98148000240325939 0.87583532929420482 -0.64878144860267628 -0.58068689703941334 -0.48481595516204828
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.044193345656833631 -0.023481033630665976 -0.0084238269056237779 0.074428424660494777 0.050410648847690732 -0.11982340404775327 -0.010291806872660798 0.040960460404458013
leaf_weight=3.3777947095222762 12.307922370382586 4.8136989895720017 6.4439679686911404 3.1894600607920429 1.6880383453099046 33.059749210078735 9.2818836463848111
leaf_count=47 170 90 70 37 16 459 111
internal_value=0 0.0116182 0.0390014 -0.00827365 -0.00657274 -0.0156128 0.0182401
internal_weight=0 26.755 11.2577 15.4974 47.4075 34.7478 12.6597
internal_count=1000 367 160 207 633 475 158
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=7
num_cat=0
split_feature=9 4 4 2 15 10
split_gain=0.576944 2.6873 2.20512 1.91273 1.21399 0.59947
threshold=-2.3239196538925166 0.52956873178482067 -3.4333997964859004 -2.481732845306396 1.1410110592842104 0.88901996612548839
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.070034119722322125 0.11710765142851901 0.075985614372343802 0.099397833881283051 -0.0042042739372418784 0.031151402826852883 0.034517027705153046
leaf_weight=6.1491332047153247 1.9570480805123218 2.1538209640420973 1.8379433937370766 58.582486065977719 1.4689580714330075 1.5951485383557154
leaf_count=84 45 29 20 762 19 41
internal_value=0 -0.0226393 0.00344891 -0.00105278 -0.050523 0.0800195
internal_weight=0 9.77191 63.9726 60.4204 7.61809 3.5522
internal_count=1000 132 868 782 103 86
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=5
num_cat=0
split_feature=30 11 5 9
split_gain=0.576418 0.71577 1.23286 1.12473
threshold=-1.713110029697418 -5.2096197605133048 -0.89550951123237599 -1.0644020438194273
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.047243836161052433 -0.085859845723843919 -0.010078471767670237 0.01724014585422767 0.014545726337201012
leaf_weight=2.4937753668054929 2.2961505576968193 31.417542526789475 34.836882312549278 2.1700540366582564
leaf_count=32 32 416 459 61
internal_value=0 0.00167377 0.00428578 -0.0370745
internal_weight=0 70.7206 66.2544 4.4662
internal_count=1000 968 875 93
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=7
num_cat=0
split_feature=4 9 26 5 9 16
split_gain=0.59367 2.69222 2.05857 1.49087 1.49743 0.997905
threshold=-0.44345408678054804 -2.2834039926528926 -0.81025269627571095 2.1931033134460454 -1.7243103981018064 -0.63479617238044728
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=0.016933377632394466 0.037962728288470388 -0.02992737281037653 0.039379024199848359 0.072777699329465526 -0.020305438848278127 -0.070085112248737369
leaf_weight=1.8074116667266933 5.0825701211579135 5.4312919026706394 20.318211267469451 2.1602254761382929 33.351764875114895 4.8653642954304805
leaf_count=23 56 76 326 35 413 71
internal_value=0 0.0100913 0.0247604 -0.00805669 -0.0126 -0.046515
internal_weight=0 32.4223 25.7495 40.5946 38.4343 6.67278
internal_count=1000 496 402 504 469 94
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=8
num_cat=0
split_feature=10 6 5 6 7 5 3
split_gain=0.579345 1.65242 1.03494 2.62295 2.06874 0.825004 0.304239
threshold=-4.9047172069549552 -2.0294094085693355 0.45862978696823126 -1.8197036385536192 -2.499995112419128 1.8684049844741824 -0.19423490762710569
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=-0.027062196402732532 -0.092737553544076423 -0.044851374600859667 -0.04331929082766009 0.0016957195219024744 0.0458376957251454 0.085083375357284885 -0.10518499449544463
leaf_weight=1.2985151513712483 3.131404092826414 1.5994760077446701 3.3551146653480819 48.449926629895344 11.602274340402799 1.3256944858003405 1.7504864558577526
leaf_count=19 81 26 41 598 200 21 14
internal_value=0 -0.02983 0.00267873 -0.00403714 0.0258388 0.0295913 -0.0763781
internal_weight=0 5.97417 66.5387 51.5813 14.9574 2.62421 3.34996
internal_count=1000 80 920 679 241 40 40
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=8
num_cat=0
split_feature=9 4 6 6 11 16 5
split_gain=0.609439 2.36652 2.5186 1.70154 2.04011 0.81337 0.0433828
threshold=0.26169002056121832 -2.5852311849594112 -2.4812057018280025 -2.0841283798217769 2.7736781835556035 -0.18624927103519437 -2.4508166313171382
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0097747807262827564 0.139955043607736 -0.088889500307329949 0.012005610228078762 -0.030705929687821529 0.021023206106798021 0.11288043214840832 0.10728356061802949
leaf_weight=1.4827425410039725 0.57901051454246033 2.7085463152034235 28.584111341915559 24.613502005580813 11.045224672066977 1.5808337951311831 1.3635179294506077
leaf_count=23 6 80 346 344 126 20 55
internal_value=0 0.00992102 0.0032726 -0.00853864 -0.0146829 0.0629783 0.117022
internal_weight=0 33.2352 31.2927 38.7223 35.6587 3.06358 1.94253
internal_count=1000 487 426 513 470 43 61
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=8
num_cat=0
split_feature=6 0 2 29 29 15 7
split_gain=0.590912 1.28813 1.67171 0.874998 1.36663 0.8714 0.608946
threshold=2.090929508209229 0.44619986414909368 2.3993561267852788 -1.5666655302047727 -1.1235041022300718 -0.35176825523376459 -0.77381101250648487
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.11151564898900997 -0.11117676509953429 -0.038040660306892279 0.08108986776183065 -0.070996265797089217 0.0035939376466659757 0.010395553879453776 -0.01651839694869521
leaf_weight=1.4391722260043027 1.925229072570801 3.2587864953093231 1.8447080596815792 2.5664685736410311 57.244106241036206 2.0894881587591945 1.0504088546149413
leaf_count=16 43 55 30 44 753 37 22
internal_value=0 -0.0254695 0.00502024 0.00324812 0.000393276 0.0516376 -0.0777621
internal_weight=0 8.07913 5.10349 63.3392 59.8106 3.52866 2.97564
internal_count=1000 150 85 850 797 53 65
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=5
num_cat=0
split_feature=5 30 0 31
split_gain=0.562996 0.668737 2.16344 1.1432
threshold=-4.3031001091003409 0.55339282751083385 1.0000000180025095e-35 1.3691098093986513
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.066303629948152157 0.0022245772828522899 -0.064161583801238667 0.0081683623042769753 0.052536733731543273
leaf_weight=1.2581773599376891 45.623161832103506 6.0537038907641572 13.049532011733389 5.0123939730692646
leaf_count=28 617 115 175 65
internal_value=0 0.00119023 -0.0147526 0.00720496
internal_weight=0 69.7388 19.1032 50.6356
internal_count=1000 972 290 682
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=8
num_cat=1
split_feature=8 4 6 19 6 11 0
split_gain=0.589827 1.5866 2.21793 1.7152 1.20178 1.07179 0.731001
threshold=0 0.61790910363197338 -3.5957894325256343 0.37843565642833715 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.19422507109185583 -0.011652648632249761 -0.037345346838013084 0.037617071428194204 0.036010302958955208 -0.10947541675731268 0.031033989443979872 -0.0084813151929246378
leaf_weight=0.4235521691152887 29.420689732534811 9.8794000057969225 16.003711031225976 4.7057485128752878 1.7918773203855374 7.3518731821095562 1.1943896720185874
leaf_count=17 356 113 314 59 46 78 17
internal_value=0 0.0103266 0.0316394 -0.0136779 -0.00807286 -0.00311838 -0.0690817
internal_weight=0 31.0124 16.4273 14.5851 39.7588 36.7726 2.98627
internal_count=1000 503 331 172 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=7
num_cat=0
split_feature=3 9 6 27 18 9
split_gain=0.585386 1.41385 1.3109 1.23115 1.26625 1.21956
threshold=-0.9574308693408965 -1.745622396469116 -1.9400438070297239 -1.1444159746170042 -0.72996917366981495 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.055971738192212933 -0.045284207578732048 0.057501507165727911 -0.039679759396388389 -0.040239991969049378 0.06554971773736068 0.0057847183275814753
leaf_weight=2.2968243602663305 1.2678515186998991 1.5643274520989532 12.317559200513637 6.7067187945358446 5.5130629661725825 40.670038757671136
leaf_count=31 19 34 183 97 76 560
internal_value=0 -0.016704 -0.0287286 0.00497349 0.0448267 -0.000730603
internal_weight=0 16.1787 13.8819 54.1577 6.78091 47.3768
internal_count=1000 248 217 752 95 657
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=7
num_cat=0
split_feature=24 16 31 17 26 31
split_gain=0.561921 2.05187 1.86662 1.28012 1.22681 1.21091
threshold=-0.40476341545581812 -1.6970821619033811 0.75718194246292125 0.11368323862552644 -0.83858096599578846 -0.1249653398990631
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=-0.0035269085627591687 -0.095584733512250691 0.029736383526064638 -0.035143823179738604 -0.053713174376553277 0.073114589597788146 -0.0042451893900560976
leaf_weight=11.839158025919465 1.8722733359318215 19.43171537964372 1.4640437914058564 8.9058366215322149 3.6727913704235098 22.779160109115764
leaf_count=161 32 265 19 132 52 339
internal_value=0 0.00685446 -0.0117084 -0.0250719 0.04226 0.0113982
internal_weight=0 44.0831 25.8818 20.745 5.13684 42.2109
internal_count=1000 636 364 293 71 604
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=8
num_cat=1
split_feature=8 4 24 6 11 9 9
split_gain=0.564137 1.40164 1.07009 1.01834 0.970388 0.735558 0.71855
threshold=0 -2.8523223400115962 -0.55970510840415943 1.8600274920463564 0.10654639080166818 -1.8467977046966551 -2.6924784183502193
decision_type=1 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.029059053847232664 -0.0236253875230935 -0.022972436928146343 0.018087841474773967 0.014779887277392321 0.0097827536674999112 -0.098122714999576366 0.10913059604477025
leaf_weight=0.46467619016766581 14.403952755499629 9.7137599149136857 18.313297971908465 0.80852139880880747 21.934233099455014 2.0155464296694836 1.9778883159160638
leaf_count=4 208 127 284 20 226 43 88
internal_value=0 0.0101887 0.00385696 -0.00795518 -0.00345977 -0.0657991 0.0828412
internal_weight=0 30.4696 28.0271 39.1623 36.3382 2.82407 2.44256
internal_count=1000 503 411 497 434 63 92
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=6
num_cat=0
split_feature=13 13 13 22 20
split_gain=0.573732 1.40578 1.10263 1.0264 0.860691
threshold=-1.2598152160644529 -1.3131613731384275 -1.187853932380676 -0.43575179576873774 -1.0864183306694029
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.080431607366749119 -0.096259063513092061 0.12189178715207234 0.030510188988099391 -0.02170551650016456 -0.0054656770852526022
leaf_weight=1.3316254019737241 1.2404835792258371 1.2879443080164481 7.5843087352986904 3.7677839975222014 53.984763741551433
leaf_count=23 16 12 118 61 770
internal_value=0 0.0285428 -0.00291472 0.00496588 -0.00103404
internal_weight=0 6.38735 62.8096 5.09941 61.5691
internal_count=1000 96 904 84 888
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=7
num_cat=0
split_feature=18 27 24 18 31 11
split_gain=0.534065 1.47257 1.5574 1.1972 1.15731 0.804387
threshold=-1.4502596855163572 0.40907128155231481 -0.16819797456264493 -0.79747301340103138 -0.97960603237152089 -5.2955746650695792
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.06721601907142119 -0.11359923815733944 0.089714310924431093 -0.070532150006918246 -0.045323378607125521 -0.019650435330843482 0.0058054891097480306
leaf_weight=1.4063572465674954 1.6223895787843501 2.364876511041075 1.9712482565082599 3.272522135754115 6.8357854899077193 51.51103046204662
leaf_count=20 23 31 29 73 113 711
internal_value=0 0.0291958 -0.013177 -0.00265495 -0.0376711 0.00275128
internal_weight=0 5.74248 3.37761 63.2417 8.45818 54.7836
internal_count=1000 80 49 920 136 784
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=7
num_cat=0
split_feature=3 9 4 30 4 15
split_gain=0.509536 1.09622 1.24288 0.977863 1.11241 0.863487
threshold=-2.0779349803924556 -1.1903105974197385 -1.5022985935211179 1.2851886153221133 -1.1332715749740598 1.1590214967727663
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.074222500067160163 0.0023877116575282751 0.037639112251707123 -0.082199544044213854 0.035218787419281784 -0.061630907306942741 0.043058378128285453
leaf_weight=0.84724952373653639 51.561031387420371 1.1835732683539388 3.2197085700463495 1.6185470307245848 4.4373367878724812 5.8083338100695974
leaf_count=13 717 15 80 33 58 84
internal_value=0 -0.0299446 -0.0499877 0.0024712 -0.035746 0.00650539
internal_weight=0 5.25053 4.40328 63.4252 6.05588 57.3694
internal_count=1000 108 95 892 91 801
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=7
num_cat=0
split_feature=30 21 30 30 0 14
split_gain=0.529845 1.74046 1.67565 1.26838 1.57305 1.45157
threshold=-0.75394436717033375 1.3575386404991152 -0.86477023363113392 -0.5020451247692107 -2.3286348581314082 -0.42796327173709864
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.0099521369521549437 -0.029407388978165607 -0.116042202823817 -0.093489048426114857 -0.10581017348383603 0.0027965019543261705 0.090704192443947285
leaf_weight=10.95131363510154 1.4498935076408086 1.5816643850412209 1.8273242792929512 1.3718437328934658 47.849755581119098 3.2876594721456049
leaf_count=167 15 18 31 58 666 45
internal_value=0 -0.0170878 -0.00483978 0.00452609 -0.000230449 0.0539449
internal_weight=0 14.3603 12.7786 53.9592 49.2216 4.73755
internal_count=1000 216 198 784 724 60
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=8
num_cat=0
split_feature=9 6 4 21 7 5 14
split_gain=0.510662 3.27229 2.53746 1.70879 1.31415 1.56199 1.17244
threshold=1.2183623313903811 -1.5804541110992429 0.92876344919204723 -0.30010202527046198 0.88489025831222545 -1.8325304388999937 -0.85150113701820362
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.022154925582816114 -0.16159246376263067 0.086348623569848099 0.0022600872037349235 -0.019585320250341029 -0.04301038922520567 0.051056511142808104 -0.021766492864113637
leaf_weight=7.4998828241950823 1.3234329016413542 5.8137709223665288 9.3761221519671363 2.3555660789134008 2.3403704720549285 7.1833137354697083 32.050579688890139
leaf_count=92 36 94 107 66 41 146 418
internal_value=0 0.0139495 0.0344441 -0.070669 -0.00540763 0.0279403 -0.0134378
internal_weight=0 18.8689 15.1899 3.679 49.0741 9.52368 39.5505
internal_count=1000 303 201 102 697 187 510
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=8
num_cat=1
split_feature=31 27 27 1 11 18 30
split_gain=0.495664 1.52357 1.51336 1.43729 1.34689 0.757672 0.601831
threshold=-0.1249653398990631 1.0865690112113955 1.2188372015953066 0 -1.102678596973419 -0.72996917366981495 -0.32869973778724665
decision_type=2 2 2 1 2 2 2
left_child=1 4 3 -2 -1 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-0.015539854374264254 -0.034902561209642351 -0.089122536110366857 0.10056264919907221 0.0080000626379813141 0.031699375535675457 0.013831412507266064 -0.0055004663157975147
leaf_weight=8.7931402605027014 17.353345373267075 1.9933768063783648 1.6697773081250487 14.197116458730308 19.247152204858139 2.5384826750960192 1.5146122617879871
leaf_count=163 270 25 23 206 238 45 30
internal_value=0 0.00911279 -0.00808391 -0.0155972 0.0168857 0.0482451 -0.0530178
internal_weight=0 31.5483 35.7587 31.5505 28.0403 4.20826 3.50799
internal_count=1000 456 544 476 401 68 55
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=7
num_cat=0
split_feature=17 2 21 19 27 22
split_gain=0.506649 1.66126 1.502 0.870406 1.02103 0.982677
threshold=-1.4139283299446104 0.017128437757492069 0.11800707876682283 -1.3991433978080747 0.24427119642496112 -1.0270571708679197
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.10942294110021528 -0.074064254910140306 0.045118791862339698 -0.064544063724057035 0.032217317646431202 0.025944434899285319 -0.005021722397575948
leaf_weight=1.7621862400555972 3.3600913621485224 2.8285907518584281 2.236479336861521 8.3467080156551656 1.4663559866603462 46.923010912258178
leaf_count=25 49 39 28 124 29 706
internal_value=0 0.0257929 -0.00330279 -0.00295434 -0.0436799 0.000602033
internal_weight=0 6.82726 5.06507 60.0962 4.82645 55.2697
internal_count=1000 92 67 908 78 830
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=6
num_cat=0
split_feature=27 3 2 5 15
split_gain=0.491845 1.57562 1.23143 1.0274 1.03772
threshold=-0.6061393916606902 -1.8786414861679075 3.0348654985427861 -4.2076206207275382 -1.9646769762039182
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.088892091175913138 -0.10995733033908615 0.012644654936657552 0.09821134431930105 -0.080551989823122228 -0.00047001523454251351
leaf_weight=1.3834618672262902 0.92121421679621462 15.333266124129297 1.8891120873740863 1.677902870113029 45.418385615892475
leaf_count=28 22 218 30 21 681
internal_value=0 0.0137826 0.0220304 -0.00536888 -0.0033231
internal_weight=0 18.6058 17.2224 48.0175 47.0963
internal_count=1000 276 248 724 702
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=8
num_cat=0
split_feature=13 28 22 29 20 7 21
split_gain=0.480775 1.05294 0.651866 1.20023 1.05921 0.581018 0.45236
threshold=-1.2598152160644529 0.039898073300719268 0.88484010100364696 0.70162639021873485 -1.0864183306694029 -1.911125063896179 0.034177251160144813
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.06196002254825226 0.030687208504058039 0.12513078908378941 0.034694444040476821 -0.036074956787981671 -0.013904824559102977 0.022387556360256813 0.039703296031725427
leaf_weight=1.291158067295328 6.1164431954966849 1.0760565810487608 9.7043997092405316 3.1823657705972428 41.26053162565222 2.22226030495949 1.4620638964697716
leaf_count=19 91 19 138 50 625 34 24
internal_value=0 0.026844 -0.00272367 0.0172181 -0.00814792 -0.00860962 0.075921
internal_weight=0 6.05154 60.2637 12.8868 47.377 3.51342 2.53812
internal_count=1000 96 904 188 716 53 43
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=8
num_cat=0
split_feature=4 9 26 9 20 2 16
split_gain=0.479578 2.30866 1.70139 1.22919 1.52421 1.39416 0.778215
threshold=-0.44345408678054804 -2.2834039926528926 -0.82819029688835133 -1.8577739000320432 0.1286912485957146 -2.481732845306396 -0.63479617238044728
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.012874198696254325 0.11067691035794745 -0.029717549006068791 0.037607716554285915 0.1004388940427301 -0.017680738615646504 -0.017414324265014502 -0.0672537291580073
leaf_weight=1.6704204333946107 1.8661059786099934 4.7107702866196695 18.473307924228717 1.0361960493028153 1.8346608818974344 32.064030243782327 4.4174361999612328
leaf_count=23 27 73 329 11 28 438 71
internal_value=0 0.00953687 0.0239279 -0.00761399 0.0470434 -0.013725 -0.0452678
internal_weight=0 29.2719 23.1841 36.801 3.70077 33.1002 6.08786
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=8
num_cat=1
split_feature=8 4 26 16 5 11 7
split_gain=0.520572 1.20631 1.95619 1.28866 0.984315 2.93281 1.88127
threshold=0 1.7819178700447085 -0.43240021169185633 0.5102781653404237 -0.15890216827392575 -1.0000000180025095e-35 -0.50514426827430714
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0056753318172320273 0.0087269579180682035 0.038437905484624946 -0.069625801057765044 0.058759639011583736 -0.021806771420239804 0.076426836955009167 -0.047446150730358794
leaf_weight=15.08627645799425 11.684108830697369 2.8055970293935388 4.1574319435749194 6.5622126390808253 8.2944617300527153 4.7968913996592155 12.174062529404182
leaf_count=282 148 33 55 133 129 49 171
internal_value=0 0.0101214 -0.0260839 0.0217665 -0.00784611 0.0141877 -0.0199364
internal_weight=0 28.6115 6.96303 21.6485 36.9495 13.0914 23.8582
internal_count=1000 503 88 415 497 178 319
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=5
num_cat=0
split_feature=25 3 4 10
split_gain=0.690124 0.593495 1.48766 1.45923
threshold=-2.5403696298599239 -0.49797442555427546 -3.3705158233642574 -4.9047172069549552
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.1157747668565547 0.081151730526889176 -0.07525088486325418 -0.02317238713568192 0.0095101892007346447
leaf_weight=0.51079975441098113 1.4775063742417867 2.1329767163842908 18.258011836762307 42.522989132616203
leaf_count=4 30 25 290 651
internal_value=0 -0.000920715 -0.0153621 0.00546161
internal_weight=0 64.3915 19.7355 44.656
internal_count=1000 996 320 676
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=8
num_cat=0
split_feature=20 9 6 4 20 0 13
split_gain=0.495495 1.32811 1.71868 1.37424 0.926617 1.84331 1.05353
threshold=0.35997511446475988 0.46225464344024664 -1.3314869403839109 -0.38929480314254755 -0.010012246202677487 0.42796576023101812 -0.53143158555030812
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.028064732274576967 0.07505011878758179 0.10061128715059486 -0.021442810133661401 0.015579584325012195 -0.085899473941554394 0.011644686856620491 -0.010825985954123879
leaf_weight=9.869106038939206 2.1711744654458025 2.7667902186512947 12.32063370232936 6.0713521323632431 3.924547904112841 3.8259067433536984 23.675840967072872
leaf_count=144 35 61 173 98 59 68 362
internal_value=0 0.0116467 -0.00698616 0.0421989 -0.0065844 -0.0377481 0.000615875
internal_weight=0 23.33 14.4918 8.83814 41.2954 7.75045 33.5449
internal_count=1000 367 208 159 633 127 506
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=8
num_cat=0
split_feature=16 16 24 13 14 16 25
split_gain=0.476899 1.27648 1.41831 1.34422 1.15246 1.71036 1.27607
threshold=-0.15148764848709104 0.5102781653404237 -0.72101211547851551 1.0001536607742312 0.72178807854652416 -1.1995689868927 1.0802553296089175
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.024839991805509196 -0.015435070457021411 -0.033118307367838939 0.02666623147064319 -0.09232557209538618 -0.0042536752916715907 0.04050580998650883 -0.10992428263941081
leaf_weight=5.5175801693694693 13.608358874043917 5.5503828061628182 13.920738077955319 2.729747934266924 6.9180274829850514 14.615620302851314 1.3689180782530455
leaf_count=90 207 84 227 42 106 225 19
internal_value=0 -0.00767057 0.00962422 -0.0282818 0.00967822 0.0225975 -0.0217094
internal_weight=0 35.8092 19.4711 16.3381 28.4201 20.1332 8.28695
internal_count=1000 560 311 249 440 315 125
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=8
num_cat=1
split_feature=8 4 0 30 9 4 11
split_gain=0.475718 1.11919 1.83273 1.42097 0.902743 3.02021 1.9214
threshold=0 0.61790910363197338 0.23862367868423465 0.87502706050872814 0.19106149673461917 -1.3023312687873838 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.008040523959154857 -0.03829653541545041 0.0032510107288139566 0.062577638747627104 -0.085214962615425327 0.097841960759770072 -0.012737137907037767 0.028741482516232777
leaf_weight=7.0573794076917711 15.985117136908231 10.937912635359679 7.6682307471637614 2.1770260690245768 3.1823881091550001 11.033375106926538 5.8363834964111438
leaf_count=138 217 139 193 33 40 182 58
internal_value=0 0.00981155 0.0287333 -0.011434 -0.00759189 0.0120175 -0.0203665
internal_weight=0 27.8405 14.7256 13.1149 36.0373 14.2158 21.8215
internal_count=1000 503 331 172 497 222 275
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=5
num_cat=0
split_feature=25 3 4 10
split_gain=0.596836 0.54087 1.26972 1.24699
threshold=-2.5403696298599239 -0.49797442555427546 -3.3705158233642574 -4.9047172069549552
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.11084322713409783 0.076347496237697501 -0.071318375578872925 -0.022121764847262082 0.009049990794779408
leaf_weight=0.48213402554392715 1.4138949774205709 2.0247271023690692 17.735819311870728 41.527550113445614
leaf_count=4 30 25 290 651
internal_value=0 -0.000844895 -0.0148514 0.0053137
internal_weight=0 62.702 19.1497 43.5523
internal_count=1000 996 320 676
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=5
num_cat=0
split_feature=25 19 17 27
split_gain=0.506656 0.532327 1.09832 0.773493
threshold=-2.5403696298599239 -1.3991433978080747 0.54740771651268016 -0.56510543823242176
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.10433670082088763 -0.0021909352089805613 0.019931613875832283 -0.10790199099370346 -0.0055407617396944176
leaf_weight=0.46204869821667571 3.3871638467535368 16.829918229719624 1.3846255065873263 40.871957440132974
leaf_count=4 58 263 25 650
internal_value=0 -0.000765751 -0.032865 0.00188877
internal_weight=0 62.4737 4.77179 57.7019
internal_count=1000 996 83 913
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=8
num_cat=0
split_feature=22 22 28 22 26 20 28
split_gain=0.450249 1.4249 1.37815 1.33931 1.1628 1.21094 1.15877
threshold=0.26117700338363653 -0.35068508982658381 -0.78283828496932972 -0.40177513659000391 0.84513708949089061 -0.59975823760032643 0.044983891770243652
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0025216497046409315 -0.0024906073210246241 0.035215076665706502 -0.046119234010087856 0.10689702691454062 0.040974835755023482 -0.064192283253941371 0.045013083755542478
leaf_weight=21.426175896951463 10.458765219867933 2.5300733526237318 11.797202072397337 1.3042060504667485 1.5733466724632306 3.6002478147856882 10.087971790228037
leaf_count=340 170 47 190 16 26 58 153
internal_value=0 -0.00705755 -0.0317563 0.00851042 0.0101632 -0.0322098 0.0208326
internal_weight=0 37.0577 14.3273 22.7304 25.7203 5.17359 20.5467
internal_count=1000 593 237 356 407 84 323
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=5
num_cat=0
split_feature=30 11 2 5
split_gain=0.458698 0.524365 1.42934 1.24234
threshold=-1.713110029697418 -1.0592629313468931 1.1303530335426333 -0.15890216827392575
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.045606823983562167 0.0014394572123672018 -0.0023194459672537799 -0.068141381506488213 0.037174258530896058
leaf_weight=2.1299790347693479 14.874264978920111 30.975983903219458 3.6833392519038162 10.721969722566426
leaf_count=32 280 439 103 146
internal_value=0 0.00161242 -0.012371 0.00783574
internal_weight=0 60.2556 18.5576 41.698
internal_count=1000 968 383 585
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=4
num_cat=0
split_feature=10 20 5
split_gain=0.574963 0.560885 0.592721
threshold=-8.2502570152282697 1.8299899697303774 -3.3303779363632198
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.091090081138137699 -0.037857875477554037 0.06121015715919869 0.0021424976218973406
leaf_weight=0.68533559842035074 3.9666378319961941 1.5098360071424384 56.041944625874748
leaf_count=16 86 24 874
internal_value=0 0.00101301 -0.000501574
internal_weight=0 61.5184 60.0086
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=5
num_cat=0
split_feature=10 20 9 25
split_gain=0.497272 0.505201 1.24661 0.790787
threshold=-8.2502570152282697 0.38202890753746038 0.19106149673461917 -0.64878144860267628
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.087310377348883236 0.017460975325046833 -0.0079208749590955717 0.04079025649179694 -0.014224064827027025
leaf_weight=0.64560255547985335 10.772391100937964 12.040695651201533 9.3208962656790373 29.304201537015615
leaf_count=16 157 179 168 480
internal_value=0 0.000913121 0.0133337 -0.00570728
internal_weight=0 61.4382 21.3616 40.0766
internal_count=1000 984 347 637
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=7
num_cat=0
split_feature=0 9 2 22 10 13
split_gain=0.454268 1.11583 1.05748 1.38801 0.943351 0.0394122
threshold=-1.608339190483093 3.3240535259246831 1.4031839370727541 0.88484010100364696 1.8433723449707033 -0.1099656969308853
decision_type=2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.03143817281571281 -0.0064898811254425915 0.087487369340109852 -0.07788891385768848 0.10530063127397148 0.025463034186374713 -0.1114654062533659
leaf_weight=3.3986596099566659 42.771355431526899 1.5124823013320554 0.55599445488769561 0.94981113879475731 11.785528328211511 0.94170108818798304
leaf_count=80 595 24 26 16 229 30
internal_value=0 0.00276153 -0.026531 -0.00157111 0.000412676 -0.0990007
internal_weight=0 56.0694 5.84617 4.34847 54.5569 1.4977
internal_count=1000 848 152 96 824 56
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=6
num_cat=1
split_feature=2 2 3 8 9
split_gain=0.422927 0.94366 1.76373 0.8623 0.596069
threshold=4.188784360885621 3.4516642093658452 1.4957433342933657 0 -0.072343081235885606
decision_type=2 2 2 1 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=0.015574848247392992 -0.011534254844729405 0.0094816015750295735 -0.15315008805526853 -0.009419380218643577 0.090195566278631414
leaf_weight=23.887148506270023 1.0950848016655075 1.5834971514414058 1.1519451659405602 32.697264997143066 1.2150211599655438
leaf_count=453 24 30 18 459 16
internal_value=0 -0.0016412 -0.0590056 0.00113195 0.0419715
internal_weight=0 59.3199 2.73544 56.5844 2.31011
internal_count=1000 960 48 912 40
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=8
num_cat=0
split_feature=4 9 17 25 9 27 16
split_gain=0.439208 1.89175 1.59638 1.12428 1.44051 1.14258 0.577232
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -0.64878144860267628 -1.7243103981018064 -0.91020214557647694 -0.77104368805885304
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.014586752238828904 -0.061249670710905507 0.064364813950894037 0.0050465211372834077 0.040604571312132708 -0.028949399646462138 0.034853873149784283 -0.060602672641814265
leaf_weight=1.3465113787678999 1.448204363696276 6.4989491025335218 15.027646959177213 3.4713079542852965 20.937438812863547 8.4868259643553738 4.2239146954380002
leaf_count=19 18 128 274 50 314 122 75
internal_value=0 0.00951402 0.0229549 -0.00751457 -0.0190577 0.0208451 -0.0424275
internal_weight=0 27.097 21.5266 34.3438 24.4087 9.93503 5.57043
internal_count=1000 496 402 504 364 140 94
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=8
num_cat=0
split_feature=6 0 15 29 29 24 30
split_gain=0.462231 1.07871 1.15349 0.672986 1.14686 0.651162 0.370946
threshold=2.090929508209229 0.44619986414909368 -0.8999110460281371 -1.5666655302047727 -1.1235041022300718 0.12283229455351831 -0.60822808742523182
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0034798109095833768 -0.014278194896780776 -0.084716468340661391 0.035995300473470507 -0.07181388409042104 0.0034760092692206774 0.098027884402083473 -0.10215538794976205
leaf_weight=1.4875021441839629 0.6609116297331642 1.0573626998811958 3.1496905931271613 2.1097548559773704 49.312115594075294 1.4274290981702504 1.7582358094514337
leaf_count=30 14 12 73 44 753 23 51
internal_value=0 -0.0249392 0.0056567 0.00303669 0.000386989 0.0497796 -0.0781473
internal_weight=0 6.6262 4.20705 54.3368 51.4219 2.91493 2.41915
internal_count=1000 150 85 850 797 53 65
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=5
num_cat=0
split_feature=10 5 6 3
split_gain=0.434087 0.506595 1.96188 1.49838
threshold=-8.2502570152282697 -0.89550951123237599 -0.69330593943595875 2.6622943878173833
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.083989989667434525 -0.067389126883489775 0.0027416182220996021 0.0031231948770765695 0.07976909201214373
leaf_weight=0.60937302710954 4.7811632060620495 29.875920202030102 22.585804207134061 2.7585841359687029
leaf_count=16 102 479 334 69
internal_value=0 0.000838306 -0.0091957 0.00925273
internal_weight=0 60.0015 27.367 32.6345
internal_count=1000 984 436 548
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=5
num_cat=0
split_feature=13 13 6 13
split_gain=0.428312 0.427822 0.885009 0.721674
threshold=-1.9400736093521116 1.3883623480796816 -1.377050459384918 1.279394865036011
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.061731925825632687 -0.0022447703090167038 -0.064912481289510313 0.040408946253424879 -0.079751712577812467
leaf_weight=1.1027989981812414 51.902410277369199 0.94512301636859763 5.1196616136003277 1.229787956108338
leaf_count=24 860 17 79 20
internal_value=0 -0.00116656 0.0239959 -0.00403873
internal_weight=0 59.197 6.06478 53.1322
internal_count=1000 976 96 880
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=8
num_cat=1
split_feature=6 0 16 10 4 1 7
split_gain=0.420782 0.926635 1.1203 0.660398 1.77121 1.60695 0.498697
threshold=2.090929508209229 0.44619986414909368 0.91431069374084484 1.8433723449707033 0.41396835446357733 0 -0.7118559181690215
decision_type=2 2 2 2 2 1 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.021468632933327198 -0.10795171298168611 0.039209694014345292 -0.073699855705882389 0.054028498715216304 -0.032419658982794357 0.017148950102823215 -0.0091277242534342825
leaf_weight=22.09619660692988 1.5343749373278117 2.8351334142498672 1.2734932228922842 7.0981864162313268 3.5580899893830065 21.031681644613855 0.76534072600770642
leaf_count=336 44 63 22 155 67 292 21
internal_value=0 -0.0242365 0.00421271 0.00287163 0.0251638 -0.00263644 -0.0750633
internal_weight=0 6.40834 4.10863 53.7842 10.6563 43.1279 2.29972
internal_count=1000 150 85 850 222 628 65
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=8
num_cat=1
split_feature=9 6 7 0 7 8 14
split_gain=0.403112 2.59744 1.93421 1.46602 1.24176 1.59005 1.43614
threshold=1.2183623313903811 -1.5804541110992429 -1.2460970878601072 -0.24650812149047849 0.25074130296707159 0 -0.82931786775588978
decision_type=2 2 2 2 2 1 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.026554302346085357 -0.12793880411896269 0.064191605035276142 -0.014761292920936525 0.0038031138823577909 0.089418379819899571 0.0031610105675021691 -0.027959910844249689
leaf_weight=6.0921004334813942 1.7615951263869649 7.9903986640274534 5.0728033203631613 1.6228075858671243 2.641310484352287 11.194270557956768 23.373727167345351
leaf_count=85 73 117 84 29 133 138 341
internal_value=0 0.0133047 0.033532 -0.0647691 -0.00508503 0.0196282 -0.016689
internal_weight=0 16.4476 13.0632 3.3844 43.3014 13.8356 29.4658
internal_count=1000 303 201 102 697 271 426
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=5
num_cat=0
split_feature=3 0 31 10
split_gain=0.409525 0.52001 0.658369 0.388361
threshold=-2.7369303703308101 3.9563815593719487 -0.1249653398990631 -1.9995312094688413
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.0083305845096894784 0.011008958493917061 0.05035019492988449 -0.01082828746425242 -0.10664887015859431
leaf_weight=0.97024250810500234 26.310477134800745 2.0911475741304448 29.049818950588818 0.68569505988852941
leaf_count=27 420 29 499 25
internal_value=0 0.00139911 -0.000449941 -0.0490425
internal_weight=0 57.4514 55.3603 1.65594
internal_count=1000 948 919 52
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=7
num_cat=0
split_feature=31 12 14 24 31 22
split_gain=0.429402 0.897268 0.943821 0.752528 1.2053 1.05188
threshold=1.3691098093986513 0.49494431912899023 -0.19772144407033918 0.29935918748378759 0.59073963761329662 1.4963601827621462
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.016894268229894017 -0.079715486735229532 0.063053703713056033 0.032861497455195725 0.026941489006722899 -0.034012605990798764 0.047847459479756049
leaf_weight=31.492949584397138 1.2610971163958313 3.0869394210167229 1.8187301916768763 14.437424204399578 4.1842372375540426 2.7268608144950113
leaf_count=534 21 34 42 252 77 40
internal_value=0 0.0249531 -0.0132354 -0.00293194 0.0132453 -0.0117352
internal_weight=0 6.16677 3.07983 52.8415 18.6217 34.2198
internal_count=1000 97 63 903 329 574
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=6
num_cat=0
split_feature=26 15 5 7 6
split_gain=0.39924 0.885188 0.59581 2.4759 1.52232
threshold=1.5869815945625307 -0.089523550122976289 0.45862978696823126 -1.6289549469947813 -0.85458046197891224
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.04590290262217224 -0.075393413368488538 0.022822249540693569 -0.035772079316407551 0.050601077813911481 0.0048870246410882947
leaf_weight=7.1654546426143488 2.0645112327765678 1.6518776511074964 5.1779588496428905 9.2429295246110978 33.45125944330357
leaf_count=151 32 27 82 201 507
internal_value=0 -0.0317381 0.00212651 0.019588 -0.00407315
internal_weight=0 3.71639 55.0376 14.4209 40.6167
internal_count=1000 59 941 283 658
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=5
num_cat=0
split_feature=9 4 9 11
split_gain=0.40228 0.579223 1.94098 0.744929
threshold=-4.4946184158325186 -2.6882636547088619 -0.92759951949119557 -5.2955746650695792
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.063624495451642477 -0.01315575041087064 -0.060581734831713918 0.10052570615716049 1.8160562213133408e-05
leaf_weight=0.97765411762520571 4.0131732882000506 2.116420869017019 2.4001287238788782 48.819505191277131
leaf_count=16 68 49 93 774
internal_value=0 0.00106625 0.0293887 -0.0024998
internal_weight=0 57.3492 6.4133 50.9359
internal_count=1000 984 161 823
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=8
num_cat=0
split_feature=9 6 11 3 6 5 11
split_gain=0.39846 2.12783 1.91105 1.41396 1.09015 2.24544 1.2682
threshold=1.2183623313903811 -1.5804541110992429 4.0305128097534189 1.399665415287018 -1.829513370990753 0.60162061452865612 0.95515820384025585
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.059983189054320429 -0.0099080620234341249 0.056487941143955403 -0.028696462772151089 -0.14943500876995683 -0.029617682786913305 0.087667435119890058 0.0071948306696235365
leaf_weight=1.5181457404978562 2.0207629277138035 9.0385710065020231 3.7165005709975949 1.1338339223293585 18.30814891391492 3.2031655689352192 19.143706515198573
leaf_count=26 65 153 48 37 345 64 262
internal_value=0 0.0134801 0.0316674 -0.0600572 -0.00509232 0.0401901 -0.0108008
internal_weight=0 15.9097 12.7551 3.1546 42.1732 4.72131 37.4519
internal_count=1000 303 201 102 697 90 607
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=7
num_cat=0
split_feature=3 9 4 30 13 31
split_gain=0.394605 1.00599 0.93887 0.780972 0.795349 0.701183
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 1.2851886153221133 0.28954052925109869 1.3691098093986513
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.095130391539178405 0.0022278876601205589 0.035275744308208228 -0.078874859176900694 -0.064227756046863399 0.020057315646325173 0.042588128892649464
leaf_weight=0.56309402361512173 43.555426124221412 0.98305300250649486 2.6980472779687252 3.2728104147536206 1.7017158749513326 4.7765700779855242
leaf_count=9 724 17 82 53 38 77
internal_value=0 -0.029349 -0.0483905 0.00233345 -0.035395 0.00621662
internal_weight=0 4.24419 3.6811 53.3065 4.97453 48.332
internal_count=1000 108 99 892 91 801
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=7
num_cat=0
split_feature=0 28 29 9 10 4
split_gain=0.395866 1.00179 1.19185 0.916673 0.640664 0.604587
threshold=-1.608339190483093 -0.014420712832361458 0.094001237303018584 3.3240535259246831 1.8433723449707033 -0.79124709963798512
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=0.022691505411824884 -0.0053126842871614628 -0.10448383672703879 0.060251434802356389 0.085984023612834248 0.022185111699367387 -0.090157662273288891
leaf_weight=0.60188182210549745 39.938827876874711 0.57599230750929509 1.8491060472151728 1.2868993892334391 10.754500389040912 2.2475372283224715
leaf_count=14 595 26 43 24 229 69
internal_value=0 -0.0261153 0.0211247 0.00263678 0.000520925 -0.0663206
internal_weight=0 5.27452 2.4251 51.9802 50.6933 2.84942
internal_count=1000 152 69 848 824 83
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=8
num_cat=1
split_feature=10 1 6 6 26 4 3
split_gain=0.380465 1.70009 1.68073 1.28744 1.06051 0.877887 0.386316
threshold=-1.8559841513633726 0 -1.829513370990753 -0.80244350433349598 -1.5425181984901426 2.9272032976150517 -0.14470881223678586
decision_type=2 1 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.042128396498996655 0.015591110991992186 -0.0058961644209297014 -0.049799850831403203 0.067885565926101302 -0.0056520464719324141 -0.069051365057034561 0.10400834707942251
leaf_weight=2.9470881265588105 0.8848853518138643 3.8154634184902534 6.1166445065755397 6.2210774107370526 33.516755751275923 2.3363289146363959 1.119145753327756
leaf_count=63 16 58 85 82 626 43 27
internal_value=0 0.0114853 -0.0199092 0.0398369 -0.00582633 -0.0097834 0.0649675
internal_weight=0 19.1003 9.06373 10.0365 37.8571 35.8531 2.00403
internal_count=1000 288 148 140 712 669 43
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=7
num_cat=0
split_feature=30 21 30 30 19 22
split_gain=0.382127 1.2625 1.21458 0.716722 1.35314 0.890074
threshold=-0.75394436717033375 1.3575386404991152 -0.86477023363113392 -0.44722521305084223 -0.46053160727024073 -0.34518295526504511
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.0094798390686480407 0.11018070582898415 -0.10982924288519352 -0.08692012514665573 0.019642330608039243 -0.00059118578722569797 -0.011364334843207872
leaf_weight=8.9459571424813458 1.7699992430862037 1.2794816750974849 1.5306138146552246 14.518753919110162 2.9253589498985084 25.550244617246793
leaf_count=167 27 18 31 254 49 454
internal_value=0 -0.0160564 -0.00460407 0.00420225 0.0411663 -0.000129261
internal_weight=0 11.7561 10.4766 44.7644 4.69536 40.069
internal_count=1000 216 198 784 76 708
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=8
num_cat=1
split_feature=8 6 5 11 11 6 9
split_gain=0.386875 1.00114 0.989411 1.50933 0.94199 0.941787 0.528727
threshold=0 1.8600274920463564 -1.9478189349174497 3.9955254793167119 3.7105647325515752 2.1820205450057988 -1.8467977046966551
decision_type=1 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.080004571141508773 -0.011255114908741176 0.0080016370183264764 0.011196529099614556 -0.067238930469985025 0.032990777190753592 -0.01783691281060177 -0.098944114056019328
leaf_weight=3.2904496629489612 23.640407874569068 0.63303454290144179 16.603839734612851 2.8787012622924513 6.0413685714593148 1.403395129018463 1.7137876724591468
leaf_count=62 356 20 375 34 78 32 43
internal_value=0 -0.00722073 0.00953672 -0.000392937 -0.0022494 0.0507513 -0.0700964
internal_weight=0 32.0286 24.1764 19.4825 29.6818 4.69384 2.34682
internal_count=1000 497 503 409 434 94 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=6
num_cat=0
split_feature=3 11 11 4 17
split_gain=0.391716 0.492896 1.26926 0.904322 0.338249
threshold=-2.7369303703308101 4.6643924713134775 3.9955254793167119 3.1555353403091435 -0.088628441095352159
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.015502444016350031 0.0015981673563949849 0.040569436568891393 -0.067644346426620511 -0.044119876192254909 -0.085740196600146479
leaf_weight=0.5020571748027578 43.502964324841741 6.508106405643046 2.8188524807337663 1.5638274792581794 0.96290186561236513
leaf_count=17 805 87 34 22 35
internal_value=0 0.00135824 -0.00261549 0.024162 -0.0510433
internal_weight=0 54.3938 46.3218 8.07193 1.46496
internal_count=1000 948 839 109 52
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=6
num_cat=0
split_feature=13 17 28 13 22
split_gain=0.394793 0.839297 0.856432 0.779508 0.606239
threshold=-1.2598152160644529 -1.0200806260108946 0.11100398004055025 -1.187853932380676 0.88484010100364696
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.11257381324751879 -0.091255510613798108 -0.027367427417892422 0.066538458259825836 -0.0066837648303288691 0.020362406477022962
leaf_weight=0.92702651990111906 0.97467145835980673 2.625457521993666 1.5413763560936784 39.10611202972359 10.516374832150175
leaf_count=15 16 47 34 702 186
internal_value=0 0.0265158 0.00736981 -0.00269149 -0.000951935
internal_weight=0 5.09386 4.16683 50.5972 49.6225
internal_count=1000 96 81 904 888
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=5
num_cat=0
split_feature=30 9 4 11
split_gain=0.398702 0.471148 1.56728 1.2684
threshold=-1.713110029697418 0.12808340787887576 -1.6327362060546873 2.6943253278732304
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.04480425275173168 -0.021540519857579793 0.073454403967849247 0.0015633752482707179 0.02536721633240099
leaf_weight=1.9184777011396352 19.302902980532966 3.5035516244242926 22.553593873410136 8.2190699386410397
leaf_count=32 356 105 390 117
internal_value=0 0.00159225 0.0112296 -0.00753215
internal_weight=0 53.5791 26.0571 27.522
internal_count=1000 968 495 473
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=5
num_cat=0
split_feature=24 5 6 6
split_gain=0.385379 0.732223 1.01874 0.536738
threshold=2.0180228948593144 2.0177078247070317 -1.6460761427879331 -2.2757308483123775
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.042363012698902899 -0.060018589670070358 0.096135440473229847 -0.0024967107911976405 0.00045002014109189254
leaf_weight=3.1238136642205054 1.0495185023755755 1.8740375127526929 2.3734726946568108 46.778368066705298
leaf_count=102 18 49 55 776
internal_value=0 0.00116257 0.0410206 -0.00223002
internal_weight=0 54.1497 4.24751 49.9022
internal_count=1000 982 104 878
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=7
num_cat=0
split_feature=5 12 31 11 29 29
split_gain=0.364821 0.804428 0.620407 0.584624 1.02453 0.906771
threshold=-3.3947547674179073 0.095968864858150496 -0.083160869777202592 4.6643924713134775 0.51327875256538402 0.70937657356262218
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.085634943611640035 -0.012080468932067765 0.077633018320177161 -0.043096326407051466 0.053648248663236003 0.02046462851754759 -0.028280924198253468
leaf_weight=1.5164040406525594 31.251055276952684 0.81347538839327171 0.89280657217022941 4.6648456186521789 14.008764128986511 1.9015654602553693
leaf_count=39 591 16 25 66 239 24
internal_value=0 -0.0326378 0.0144618 0.00203834 -0.00200715 0.0299224
internal_weight=0 3.22269 1.70628 51.8262 45.2598 6.56641
internal_count=1000 80 41 920 830 90
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=7
num_cat=0
split_feature=3 9 4 30 4 11
split_gain=0.370295 0.907599 0.782964 0.637634 0.682984 0.681022
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 1.2851886153221133 -1.1332715749740598 -1.9419997930526731
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.093045374491879829 -0.015631362271117125 0.030591988614954685 -0.078321887292858439 0.03150482352360353 -0.055042689641096515 0.012718141796352361
leaf_weight=0.52036455646157298 11.178693798719904 0.90420698188245374 2.4443869064270971 1.2306624725461004 3.5191898276098064 35.017468599486165
leaf_count=9 264 17 82 33 58 537
internal_value=0 -0.0298194 -0.0489123 0.00227074 -0.0326187 0.00585804
internal_weight=0 3.86896 3.34859 50.946 4.74985 46.1962
internal_count=1000 108 99 892 91 801
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=8
num_cat=0
split_feature=5 6 3 7 7 4 15
split_gain=0.36049 1.37611 1.36277 1.38102 1.29976 1.20059 0.309589
threshold=-0.89550951123237599 -0.69330593943595875 2.6622943878173833 -1.2958345413208006 -1.3431769609451292 -1.2004670500755308 -0.22039064019918439
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.021738244889455652 -0.027987745983927677 0.027879274067890376 0.036308565710705031 0.0182860037468617 -0.022541880386890346 -0.09760809882463449 0.10910374383886429
leaf_weight=1.1971522551029918 10.28175618810929 9.7824610539246386 0.98823625314980779 17.304146249371115 10.709714016644281 2.8484793353418381 1.4290477621252637
leaf_count=19 172 145 26 323 189 83 43
internal_value=0 -0.00899428 0.00734777 0.00103895 0.00152794 -0.062292 0.0793436
internal_weight=0 24.5378 30.0032 27.5859 20.4922 4.04563 2.41728
internal_count=1000 436 564 495 334 102 69
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=8
num_cat=1
split_feature=9 6 4 21 7 14 8
split_gain=0.377521 1.77823 1.55963 1.29007 0.92403 2.54124 1.83988
threshold=1.2183623313903811 -1.5804541110992429 0.92876344919204723 -0.30010202527046198 -1.6887696981430051 -0.82931786775588978 0
decision_type=2 2 2 2 2 2 1
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.055705004963081367 -0.14667911425024235 0.079503888129210276 0.0034367328165035003 -0.006287030213763492 -0.011765608889140057 -0.055191165475339865 0.044465696101953445
leaf_weight=2.7051484553085166 1.0282747085439043 4.2330495341448096 7.4204734894447029 1.8007831801660348 19.88606277666986 8.751216382312121 8.2256642862776079
leaf_count=41 36 94 107 66 273 147 236
internal_value=0 0.0138027 0.0310675 -0.0573152 -0.0050675 -0.0290057 0.00468802
internal_weight=0 14.4826 11.6535 2.82906 39.5681 11.4564 28.1117
internal_count=1000 303 201 102 697 188 509
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=6
num_cat=0
split_feature=22 27 22 22 13
split_gain=0.394514 0.895026 0.811603 0.912847 0.507821
threshold=-1.4049233794212339 0.59481739997863781 -1.1611655354499815 -1.0270571708679197 0.28070284426212316
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.029475663447517314 -0.069834008266018793 0.10280654105304912 0.063005901785213522 -0.0030413841858389721 -0.061285140578464958
leaf_weight=1.8474515654961576 1.724645864102057 1.1920388187281785 2.1934188092127433 45.531282431751606 0.92520121729467053
leaf_count=42 32 20 36 852 18
internal_value=0 0.0303436 -0.00244126 -5.86263e-06 -0.000810136
internal_weight=0 3.96469 49.4493 47.7247 2.77265
internal_count=1000 80 920 888 60
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=8
num_cat=1
split_feature=10 1 29 6 6 18 13
split_gain=0.380003 1.48516 1.3615 1.00746 0.889241 1.03497 0.858432
threshold=-1.8559841513633726 0 -0.43451784551143641 -1.5804541110992429 -2.5235297679901119 0.16143011301755908 -1.5602146983146665
decision_type=2 1 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.093767238998439542 -0.0053588011784295383 -0.023247442406267388 0.0029799038784892981 0.056532886616960765 0.082435194001087661 -0.21848511143280996 -0.0062910534142209115
leaf_weight=1.87215665273834 0.4966507698118211 2.0178608582355082 6.5216046052519232 7.3419292075559497 1.1271992866240896 0.42099262645933777 33.43744314268406
leaf_count=43 32 40 105 100 33 24 623
internal_value=0 0.0119434 -0.0185987 0.0393332 -0.00597701 -0.103136 -0.00339757
internal_weight=0 17.7536 8.39376 9.35979 35.4823 0.917643 34.5646
internal_count=1000 288 148 140 712 56 656
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=7
num_cat=0
split_feature=22 4 28 9 16 20
split_gain=0.363622 0.935119 1.37321 1.24129 0.66942 0.727503
threshold=0.63260453939437877 1.5504462718963625 -0.27788183093070978 -2.8404707908630367 1.7664805054664614 -1.1364628076553343
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.03041796758627785 -0.090494432727630469 -0.10768849757985871 0.029697746359852568 0.036494706434945748 0.059272829067383861 -0.012789920322575532
leaf_weight=4.4206870982307001 0.83195381704717775 1.4068860594852597 1.5066364596132178 10.292365161090855 1.5561339078703884 32.882419782385114
leaf_count=79 17 25 31 198 26 624
internal_value=0 0.013789 -0.0366435 0.0269976 -0.00498874 -0.00766947
internal_weight=0 14.0378 2.91352 11.1243 38.8592 37.3031
internal_count=1000 271 56 215 729 703
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=5
num_cat=0
split_feature=30 11 2 4
split_gain=0.354515 0.471786 0.834168 0.735364
threshold=-1.713110029697418 -5.2096197605133048 -2.481732845306396 -4.2021732330322257
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.043275630673145965 0.060147418314283191 0.082512579112227147 0.001738615756276147 -0.062013691944839328
leaf_weight=1.8285683784051787 0.62064001522958312 1.3147068782709528 46.462308979025693 2.3915415199589907
leaf_count=32 22 18 857 71
internal_value=0 0.0015413 0.00396132 -0.0368432
internal_weight=0 50.7892 47.777 3.01218
internal_count=1000 968 875 93
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=8
num_cat=0
split_feature=5 7 4 9 6 7 2
split_gain=0.356105 1.50568 1.95107 1.2287 1.20004 1.35294 1.21544
threshold=-0.15890216827392575 -1.6289549469947813 0.92876344919204723 0.75032946467399608 -0.85458046197891224 -0.37251955270767206 -1.2476434707641599
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.070992652179709334 -0.059557898185484043 0.0086165094277643097 0.099660559500664311 0.026881472388908229 0.019195920791303542 -0.026121599281695926 -0.07050724111194713
leaf_weight=0.70435241266386572 4.3103863423457396 9.4113105711585359 3.1388255904166718 2.6588352508842945 17.171224115532826 10.688709420734083 4.3940544768411192
leaf_count=13 80 228 55 49 258 202 115
internal_value=0 0.0106902 0.0313869 -0.0265803 -0.0063534 0.00180945 -0.0509588
internal_weight=0 19.5194 12.5501 6.96922 32.9583 27.8599 5.09841
internal_count=1000 412 283 129 588 460 128
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=6
num_cat=0
split_feature=3 11 0 5 10
split_gain=0.368442 0.399905 1.04 0.960037 0.261259
threshold=-2.7369303703308101 -1.0592629313468931 1.5746666789054873 -0.15890216827392575 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.01521995955836168 -0.025635288959490188 -0.0024436938431137319 0.03843725629820708 0.035404152268893645 -0.10559743237866231
leaf_weight=0.78428942657774314 12.05635003975476 26.301232753408836 3.207243002485483 8.9937980503018498 0.5401329611922836
leaf_count=27 304 432 69 143 25
internal_value=0 0.001352 -0.0121721 0.00720061 -0.0520782
internal_weight=0 50.5586 15.2636 35.295 1.32442
internal_count=1000 948 373 575 52
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=6
num_cat=0
split_feature=22 27 22 22 15
split_gain=0.35062 0.760704 0.679292 0.739972 0.506548
threshold=-1.4049233794212339 0.59481739997863781 -1.1611655354499815 -1.0270571708679197 -0.14684539288282392
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.049313510089509044 -0.065385276650877261 0.099106805578584575 0.058313231460036287 -0.0028286344430568928 -0.037785663030263233
leaf_weight=1.1949490668484946 1.6500288726529095 1.1046897702617569 2.0723292401526114 44.150193014458637 1.5133508231956503
leaf_count=22 32 20 36 852 38
internal_value=0 0.0291704 -0.00233804 -8.7415e-05 0.000644009
internal_weight=0 3.81299 47.8726 46.2225 2.7083
internal_count=1000 80 920 888 60
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=7
num_cat=0
split_feature=4 9 26 26 13 15
split_gain=0.357549 1.48587 1.14731 0.827461 0.984134 0.648879
threshold=-0.44345408678054804 -2.2834039926528926 -0.82819029688835133 1.5869815945625307 0.17688041925430301 1.1410110592842104
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.059170270539152331 0.012950868048952908 -0.026074868650392803 0.035087248128994636 -0.078678231635407547 -0.025894191277654119 0.030124072283966283
leaf_weight=3.8090153483208296 15.453581886846228 3.8891348035540494 14.508564230898623 1.5464177355170239 11.284566950009319 1.0349036266561595
leaf_count=79 267 73 329 30 207 15
internal_value=0 0.00918404 0.022158 -0.00755666 -0.0034433 -0.0400925
internal_weight=0 23.2416 18.3977 28.2846 26.7381 4.84392
internal_count=1000 496 402 504 474 94
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=8
num_cat=0
split_feature=31 24 15 24 31 5 4
split_gain=0.338392 0.732363 0.774286 0.609563 0.885092 0.756245 0.551772
threshold=1.3691098093986513 -0.13472241908311841 -0.72084006667137135 0.29935918748378759 0.59073963761329662 2.0177078247070317 0.20779511332511905
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.016161417794245098 0.098389181307076939 0.055128015690772331 -0.055677890271045152 0.02546085909246322 -0.029898554195772066 0.041358235687607714 0.0036602618319940788
leaf_weight=27.123548911593392 1.5931329460581767 1.0279698448721322 1.6315314798266616 12.579152491409333 3.7487267733085892 2.496109156869351 1.0013764037284998
leaf_count=509 30 16 33 252 77 65 18
internal_value=0 0.0240277 -0.0128484 -0.00276241 0.0127509 -0.0113141 0.0618276
internal_weight=0 5.25401 2.6595 45.9475 16.3279 29.6197 2.59451
internal_count=1000 97 49 903 329 574 48
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=8
num_cat=1
split_feature=9 3 24 6 7 8 14
split_gain=0.35841 1.36484 1.22979 1.17437 0.904786 1.30179 0.937815
threshold=1.2183623313903811 1.7335674166679385 -1.3582665920257566 -1.5258474349975584 0.46503198146820074 0 -0.82931786775588978
decision_type=2 2 2 2 2 1 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.022878195687919559 -0.056548058315924056 -0.13865518024728668 0.051080372398751711 -0.0067747515703354385 0.003243735904886079 0.094964570145030527 -0.023737463778233873
leaf_weight=5.376205745356855 1.2292594070895564 0.82748159281618416 7.7857065387943285 3.6694692492019376 8.2706755921244621 1.9035467967041739 21.878932876512412
leaf_count=86 24 32 173 74 118 125 368
internal_value=0 0.0139573 0.0364044 -0.031042 -0.00504297 0.0204043 -0.0145423
internal_weight=0 13.5119 9.01497 4.49695 37.4294 10.1742 27.2551
internal_count=1000 303 197 106 697 243 454
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=7
num_cat=0
split_feature=22 28 4 14 24 4
split_gain=0.341768 0.853515 0.971399 0.809744 0.69534 0.659272
threshold=0.88484010100364696 -0.20270609110593793 1.5504462718963625 -0.42796327173709864 1.9487079381942751 -2.2204345464706416
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=0.027432460244773013 0.0090579911519562597 -0.020350202476646342 -0.098827487057060279 0.063385719891681 -0.087495428730241784 -0.0078666427754934421
leaf_weight=6.3152690343122222 3.6061156276846305 1.5716340253129599 1.0859052896994397 4.3547216466831724 0.97842564480379124 32.622085941766272
leaf_count=168 72 32 21 78 13 616
internal_value=0 0.0159526 -0.0159107 0.0411795 -0.00423368 -0.00214146
internal_weight=0 10.6184 4.69202 5.92636 39.9158 38.9374
internal_count=1000 203 93 110 797 784
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=8
num_cat=0
split_feature=11 2 9 5 7 17 18
split_gain=0.339451 1.06534 1.02607 0.901947 1.65276 1.12725 0.413881
threshold=-0.056552402675151818 2.5457446575164799 1.444472134113312 -0.15890216827392575 -1.6289549469947813 0.28762726485729223 0.16143011301755908
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.014653200964208366 0.014723178130372026 -0.035010970016276774 0.047819048903679252 -0.0097912565890005913 0.088280371080068074 -0.029650468552154027 -0.13816562092129747
leaf_weight=14.636004672269342 14.646455020410945 0.73526196782040532 3.2047337093681554 3.4933179123909213 3.3820804124115957 9.3985941721475665 0.82580519083421677
leaf_count=327 243 27 111 39 77 156 20
internal_value=0 -0.0103628 -0.0034313 0.00651145 0.0384512 -0.00262134 -0.0895798
internal_weight=0 19.4018 17.8407 30.9204 6.8754 24.045 1.56107
internal_count=1000 485 438 515 116 399 47
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=7
num_cat=1
split_feature=10 6 10 1 26 16
split_gain=0.343854 0.968874 0.560676 0.942049 0.768299 0.44075
threshold=-4.9047172069549552 -2.8922876119613643 -1.8559841513633726 0 -1.5425181984901426 -0.35845054686069483
decision_type=2 2 2 1 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.048362297758471784 -0.010264852313945957 -0.01767560005072577 0.060327163573952958 0.044603457811460856 -0.007940933571679484 -0.099650655186646994
leaf_weight=1.1330761088756847 5.6183776545803994 1.2084550182335083 1.7388242985180067 7.0628681909874995 31.7430278754473 1.434411481954156
leaf_count=28 98 22 43 110 669 30
internal_value=0 -0.0289999 0.00238688 0.0202943 -0.00439554 -0.0621674
internal_weight=0 3.77594 46.1631 12.6812 33.4819 2.64287
internal_count=1000 80 920 208 712 52
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=8
num_cat=1
split_feature=8 4 11 13 6 11 0
split_gain=0.343723 0.955843 1.31032 1.02441 0.863446 0.873528 0.452887
threshold=0 0.61790910363197338 -0.63245621323585499 -0.45099973678588862 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0010068859636083293 -0.011425582766056531 0.028984766977740131 0.067195234835521492 -0.037430075462888311 -0.10695156262307406 0.034125246510317668 -0.013092819888168589
leaf_weight=6.3279579172085505 20.889353814141948 3.672739741508849 5.0770769733353536 6.3169417331519053 1.2553157960646779 5.2726681849890147 0.87065005488693703
leaf_count=195 356 62 136 110 46 78 17
internal_value=0 0.00957216 0.029354 -0.0130124 -0.00722565 -0.00224531 -0.0685134
internal_weight=0 21.3947 11.405 9.98968 28.288 26.162 2.12597
internal_count=1000 503 331 172 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=6
num_cat=0
split_feature=3 4 7 10 2
split_gain=0.352277 1.17041 0.95939 0.867306 0.832769
threshold=-0.24213722348213193 -3.3705158233642574 -2.702191829681396 -4.9047172069549552 -0.37953710556030268
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.07164658068982524 -0.06882584152512837 0.022445710059797605 -0.033723083308807515 0.047743185289931628 0.0026552264704301628
leaf_weight=1.5487135397270346 1.4660460446029926 4.0822078934288628 11.921450558038483 4.8844622078177116 25.390077567877594
leaf_count=38 24 81 245 125 487
internal_value=0 -0.0113626 -0.0193956 0.00629208 0.00992967
internal_weight=0 17.5524 16.0037 31.7406 30.2745
internal_count=1000 364 326 636 612
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=6
num_cat=0
split_feature=3 11 4 5 11
split_gain=0.326123 0.387228 0.945117 0.818747 0.224064
threshold=-2.7369303703308101 -1.0592629313468931 -4.2279446125030509 -0.15890216827392575 -1.5195897817611692
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.012346545639831848 0.077880994507634041 -0.0018535911998429383 -0.019749780619763357 0.034229520070617719 -0.079972949709791685
leaf_weight=0.38300722342683002 1.071704494577715 25.064505317961444 13.256477070623076 8.3945227480726334 0.83832602454640326
leaf_count=17 41 432 332 143 35
internal_value=0 0.00130859 -0.0124473 0.00719929 -0.0510218
internal_weight=0 47.7872 14.3282 33.459 1.22133
internal_count=1000 948 373 575 52
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=5
num_cat=0
split_feature=2 11 11 3
split_gain=0.311457 0.644608 0.985832 0.383864
threshold=4.188784360885621 6.3956449031829843 4.8875966072082528 -0.49797442555427546
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0029146761178767654 -0.0079826946523522957 -0.054720663363795843 0.05687618626646556 0.084504559616694855
leaf_weight=41.890715288522188 0.85042180633172393 2.1752204769290975 2.9519355550291939 0.9501374706160266
leaf_count=873 15 37 50 25
internal_value=0 -0.00155755 0.00102128 0.0408219
internal_weight=0 47.0179 44.8427 1.80056
internal_count=1000 960 923 40
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=7
num_cat=0
split_feature=22 28 4 26 30 0
split_gain=0.307518 0.754328 0.847178 0.829777 0.559577 0.571775
threshold=0.88484010100364696 -0.20270609110593793 1.5504462718963625 1.0257750153541567 -1.713110029697418 -1.608339190483093
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.068665002609326661 0.0083269070451743917 0.05905494563163264 -0.095875953098048791 -0.037028938828816117 -0.041006967157942831 0.0021011976383663038
leaf_weight=1.2956264557287784 3.4702731876750477 4.507703982118981 1.0065085322858065 1.1226373309036715 3.3841676876472766 33.881948354421183
leaf_count=23 72 87 21 23 122 652
internal_value=0 0.0155365 -0.0151009 0.0398967 -0.00405962 -0.00181349
internal_weight=0 10.1071 4.47678 5.63034 38.5617 37.2661
internal_count=1000 203 93 110 797 774
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=6
num_cat=0
split_feature=5 12 11 11 31
split_gain=0.324533 0.661774 0.5348 0.619806 0.379866
threshold=-3.3947547674179073 0.095968864858150496 7.2632155418396005 6.3956449031829843 -0.26427178084850306
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -3
right_child=2 4 -4 -5 -6
leaf_value=-0.084508734920623677 0.0024288213329290605 0.0707284679613399 0.07277212650681171 -0.067529112825149881 -0.031022373354668127
leaf_weight=1.3213415855570922 43.253030327119632 0.64197092060931027 1.0444236309849646 1.3046301971189667 0.85631460000877246
leaf_count=39 883 14 16 21 27
internal_value=0 -0.0329207 0.00203847 0.000380481 0.0125748
internal_weight=0 2.81963 45.6021 44.5577 1.49829
internal_count=1000 80 920 904 41
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=8
num_cat=0
split_feature=9 4 13 7 6 11 16
split_gain=0.308253 1.47452 1.68817 1.07602 0.991736 1.07709 0.488134
threshold=0.19106149673461917 -1.2296712994575498 -0.45099973678588862 0.97820508480072033 -2.0841283798217769 2.7736781835556035 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.010863055299488084 0.089741056879319964 0.038034893728041461 -0.025622500906465735 -0.044357784327960163 -0.027530448718058216 0.018145817336949858 0.10698965435313562
leaf_weight=1.0707136662676959 3.1693558598053673 6.422418544374529 11.857597980466375 0.73763604294799723 16.421754060284005 7.5298555165063581 1.0427160340186672
leaf_count=26 97 127 243 32 334 124 17
internal_value=0 0.00866075 -0.0032574 0.0644233 -0.00737662 -0.0131708 0.0582896
internal_weight=0 22.187 18.28 3.90699 26.065 23.9516 2.11343
internal_count=1000 499 370 129 501 458 43
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=8
num_cat=1
split_feature=8 7 24 22 6 10 9
split_gain=0.317786 0.856884 1.33471 0.829658 0.814493 1.25933 0.886883
threshold=0 -0.80342191457748402 1.6863377690315249 0.11495012417435647 0.77008655667305004 -1.9995312094688413 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.013774791247095547 -0.047997120201514101 0.010260662659999826 0.1038473235179154 0.081904345516049804 0.049517001896780849 -0.053367381907311717 0.012756767519011026
leaf_weight=12.763102877135681 2.8104068930260899 4.0918427902070098 1.0436251149512816 2.6718086573237088 1.4616392962634561 6.3946816202078471 16.567161369035603
leaf_count=247 51 136 13 107 17 138 291
internal_value=0 0.00940121 -0.00488395 0.0385617 -0.00706618 -0.0342261 0.00394539
internal_weight=0 20.5704 13.8067 6.76365 27.2339 7.85632 19.3776
internal_count=1000 503 260 243 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=5
num_cat=0
split_feature=3 22 6 17
split_gain=0.292885 0.364518 0.361813 0.214942
threshold=-2.7369303703308101 1.9384591579437258 2.2315721511840825 -0.040829516947269433
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=0.0062163856956116191 0.0026153932468398599 0.06119597361092155 -0.030101477670871991 -0.082911028349829941
leaf_weight=0.43153109506238252 41.549912615897483 0.99323479464510356 3.6795225994428611 0.7254773375680077
leaf_count=18 814 23 111 34
internal_value=0 0.00126977 -4.62024e-05 -0.049669
internal_weight=0 46.2227 45.2294 1.15701
internal_count=1000 948 925 52
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=6
num_cat=0
split_feature=29 29 15 22 17
split_gain=0.297653 0.438162 0.604154 0.556161 0.432933
threshold=-1.7141830921173093 -1.1724481582641599 -0.22996419668197629 -1.4049233794212339 0.028477278538048271
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.087245893219980566 0.020537772042771633 0.041875012476292522 -0.090994825321487172 -0.0025343730118638809 -0.010813053549865332
leaf_weight=0.93189708096906432 0.8027348332689147 3.0314651781227431 1.2296223027224176 40.429057596855273 0.87111943250056356
leaf_count=22 22 71 38 829 18
internal_value=0 -0.00155898 -0.046942 0.000563277 0.0398691
internal_weight=0 45.4929 2.03236 43.4605 1.80302
internal_count=1000 960 60 900 40
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=7
num_cat=0
split_feature=7 5 11 22 5 18
split_gain=0.291505 0.993451 0.545049 1.04305 0.638426 0.227271
threshold=2.4681320190429692 -0.29206293821334833 -0.056552402675151818 0.26117700338363653 -0.15890216827392575 -0.21795061230659482
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=-0.035455362890138391 -0.063988458024713743 0.027231815313137394 -0.0011855681548530003 0.016071827919436923 0.03515951260338198 0.11064195710640529
leaf_weight=10.410172421572499 0.67766471712093368 0.49300683656474587 22.092717827385059 6.3096347344326196 6.1863697259395876 0.96819901248090778
leaf_count=263 23 19 381 169 108 37
internal_value=0 0.0360874 -0.00169719 -0.0160103 0.00676533 0.0824996
internal_weight=0 2.13887 44.9989 16.7198 28.2791 1.46121
internal_count=1000 79 921 432 489 56
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=8
num_cat=0
split_feature=4 9 17 9 20 25 28
split_gain=0.298372 1.22522 0.947102 0.759315 0.899615 0.820412 0.479029
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -1.8577739000320432 0.1286912485957146 -0.64878144860267628 1.0607620477676394
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.055672235918058977 0.1027355857934632 0.057667073854154587 0.0056254005831686341 0.015939414301643268 -0.015931366028933251 -0.025087255868398373 0.026551895018818703
leaf_weight=3.421196955547205 1.303150881663899 4.9802797307784266 11.741469646804029 6.9453727910004153 1.2532152434578163 16.344413622427961 0.89360708487220097
leaf_count=80 27 128 274 128 28 321 14
internal_value=0 0.00886599 0.0211251 -0.00717386 0.0445611 -0.0128525 -0.0386434
internal_weight=0 21.0366 16.7217 25.8462 2.55637 23.2898 4.3148
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=8
num_cat=1
split_feature=8 4 0 19 6 29 11
split_gain=0.317141 0.783486 1.13422 0.909345 0.702215 1.12364 0.764677
threshold=0 0.61790910363197338 0.23862367868423465 0.37843565642833715 0.77008655667305004 -0.19384890794754026 0.10654639080166818
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0055656012933885989 -0.021179040854489808 -0.032558940593382053 0.05980252159471966 0.033991720685993369 0.010014217533826822 -0.067866674023567261 0.019733700783794911
leaf_weight=5.1486068941885623 7.7023182780249106 6.4628503655912919 5.4792739434051327 3.0091260673943907 3.3481734946835786 4.1471109552949192 11.22768447891576
leaf_count=138 173 113 193 59 60 95 169
internal_value=0 0.00949664 0.0281354 -0.0114166 -0.0071706 -0.033077 0.00308695
internal_weight=0 20.0999 10.6279 9.47198 26.4253 7.49528 18.93
internal_count=1000 503 331 172 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=7
num_cat=1
split_feature=3 20 31 27 23 14
split_gain=0.331405 0.74356 0.616043 0.666266 0.598598 0.583483
threshold=-0.84586244821548451 0.47881735861301428 -1.7747542858123777 -1.1444159746170042 0 1.0091727375984194
decision_type=2 2 2 2 1 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.020440820360259682 -0.055608618600242812 0.06053361524207114 0.044568460600687601 0.0022685438103804433 -0.025197134302883135 -0.096177995108832404
leaf_weight=6.3376504747866402 1.6142617048462842 1.9170264171552844 4.2644133044814181 29.364304208182151 1.4160548126092181 1.2116882309128412
leaf_count=153 35 43 85 620 35 29
internal_value=0 -0.0152283 0.00473586 0.00763254 0.024111 -0.0325968
internal_weight=0 10.8824 35.243 33.6287 3.33308 7.54934
internal_count=1000 260 740 705 78 182
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=5
num_cat=0
split_feature=2 11 11 2
split_gain=0.286183 0.481571 0.735072 0.424687
threshold=4.188784360885621 6.3956449031829843 4.8875966072082528 5.1687984466552743
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0027373839253813223 0.091304221480432379 -0.050278643875002853 0.050794215458914882 -0.010734306930220835
leaf_weight=39.593311951102805 0.82969976868480333 1.9354093954898406 2.7428281585744108 0.80231027444824576
leaf_count=873 22 37 50 18
internal_value=0 -0.0014992 0.000730764 0.0411412
internal_weight=0 44.2715 42.3361 1.63201
internal_count=1000 960 923 40
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=6
num_cat=0
split_feature=5 12 11 29 31
split_gain=0.280343 0.515032 0.471449 0.463208 0.371767
threshold=-3.3947547674179073 0.095968864858150496 7.2632155418396005 0.51327875256538402 -0.083160869777202592
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -3
right_child=2 4 -4 -5 -6
leaf_value=-0.082284751331963168 -0.0068653660725590459 0.064978496511430811 0.070277420972118185 0.015575832266047397 -0.03867642990210296
leaf_weight=1.1368394217424787 28.728403487140895 0.63368585286661983 0.98577058059163292 13.529439357676891 0.76219053711974971
leaf_count=39 639 16 16 265 25
internal_value=0 -0.0323161 0.00191424 0.000319497 0.00837979
internal_weight=0 2.53272 43.2436 42.2578 1.39588
internal_count=1000 80 920 904 41
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=8
num_cat=1
split_feature=8 7 27 6 5 2 12
split_gain=0.275807 0.748367 0.98267 0.852782 0.648518 0.997772 0.947768
threshold=0 -0.80342191457748402 -0.99950659275054921 -3.8187460899353023 -1.9478189349174497 2.2582406997680669 0.91698181629180919
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.068500508354093159 -0.062632828970733675 -0.094194857163519774 0.0069618650781615252 0.047082310478811132 0.01270331329828514 0.028603257051559829 -0.041267081917027555
leaf_weight=2.0383439072757037 4.1309866260562584 0.460240929853171 11.247908142075175 5.9626444957393678 16.02725930133602 1.6886526054295243 4.0826463614357626
leaf_count=41 102 13 219 230 287 36 72
internal_value=0 0.00893299 -0.00461539 0.0369589 -0.00676117 -0.0361594 0.00174642
internal_weight=0 19.7091 13.2863 6.42289 25.9295 5.81964 20.1099
internal_count=1000 503 260 243 497 138 359
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=7
num_cat=0
split_feature=4 9 5 9 25 5
split_gain=0.279275 1.71189 1.45112 0.978246 0.790813 0.803825
threshold=-1.6112870573997495 -0.89385390281677235 2.2212116718292241 -3.0424852371215816 -1.7371324896812437 1.4048260450363161
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.099254985614135094 0.07710437615682407 0.082804977531972607 -0.08268071037044078 -0.00075748013446067029 -0.014194768165906724 0.031167379445641755
leaf_weight=1.1947547216550445 1.1386889365385275 4.0110977096337574 0.61054098335443985 6.4616965160239488 27.315228996056252 4.5582605897507156
leaf_count=27 22 142 19 132 552 106
internal_value=0 0.012883 0.0609435 -0.0161276 -0.00478207 -0.00770748
internal_weight=0 12.2781 4.62164 7.65645 33.0122 31.8735
internal_count=1000 320 161 159 680 658
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=8
num_cat=1
split_feature=9 6 7 7 8 14 21
split_gain=0.296284 1.33809 1.39769 0.738888 1.04893 0.735154 0.672176
threshold=1.2183623313903811 -1.5804541110992429 -1.3801147341728208 0.46503198146820074 0 -0.82931786775588978 -0.10615760460495947
decision_type=2 2 2 2 1 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.021126440159890732 -0.11065618040197521 0.063287832601520752 -0.012750479136191192 0.0037559293223824296 0.094011096615750356 -0.022727348265274849 -0.0037300391398925217
leaf_weight=4.7719023120735065 1.1148548729543111 5.4608272515470153 4.3374867447419083 7.1762735027587041 1.569228421736623 19.216438034680326 1.2438645599759173
leaf_count=86 43 110 91 118 125 368 59
internal_value=0 0.0133498 0.0296274 -0.00493211 0.0199507 -0.0140037 -0.054269
internal_weight=0 12.157 9.79831 32.7338 8.7455 23.9883 2.35872
internal_count=1000 303 201 697 243 454 102
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=7
num_cat=0
split_feature=20 14 5 30 17 22
split_gain=0.297369 0.949678 0.599661 0.520925 0.491952 0.466718
threshold=-1.0864183306694029 0.032352834939956672 0.33765733242034918 -1.713110029697418 -1.4139283299446104 -0.033743918873369687
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -2 -5 -1
right_child=3 2 -4 4 -6 -7
leaf_value=0.093855453718176135 -0.066344216849583096 -0.057573751888016368 0.038906405802574304 0.033234809369914929 -0.0049116516468187829 0.017764694313251637
leaf_weight=1.6904575467051475 1.2635993409203354 1.756754828616977 1.0172427926518137 3.7608833994308943 33.448338503192645 1.5408799342112605
leaf_count=24 28 46 28 75 761 38
internal_value=0 0.0207259 -0.0221939 -0.00320036 -0.00105604 0.0575712
internal_weight=0 6.00534 2.774 38.4728 37.2092 3.23134
internal_count=1000 136 74 864 836 62
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=7
num_cat=0
split_feature=30 7 3 5 20 28
split_gain=0.28204 0.827159 0.620974 0.597934 0.550744 0.41842
threshold=1.2851886153221133 -2.3758826255798335 -2.0779349803924556 0.68198090791702282 1.8299899697303774 -0.049488430842757218
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=-0.070248496932465862 0.04870249144093531 0.0023070588929380432 0.0040168019483711763 0.046155344776731035 0.083225529788781893 -0.075671541118811053
leaf_weight=2.0171788446605201 1.1401664533768778 1.0129961185739378 36.515410550040542 0.56485423985577643 0.89943905588006501 2.1455936080019447
leaf_count=69 22 33 780 31 21 44
internal_value=0 -0.0243081 0.00264767 -0.0447836 0.00592095 -0.0506629
internal_weight=0 4.29876 39.9969 2.58203 37.4148 3.15859
internal_count=1000 99 901 100 801 77
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=4
num_cat=0
split_feature=15 15 18
split_gain=0.284904 0.403991 0.445585
threshold=-1.9646769762039182 -1.5982643961906431 -1.5012420415878294
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.043781885404219706 0.058493522482154385 0.039018007967080742 -0.0029107656700651076
leaf_weight=1.436485978309064 1.2083310225862067 2.7121481383801429 38.713465192762669
leaf_count=28 32 63 877
internal_value=0 0.00149684 -0.000165675
internal_weight=0 42.6339 41.4256
internal_count=1000 972 940
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=7
num_cat=0
split_feature=10 7 4 4 27 20
split_gain=0.289628 0.828955 0.449687 0.550917 0.449791 0.270588
threshold=-4.9047172069549552 0.13221701979637149 3.1555353403091435 2.4936379194259648 -0.20260254293680188 -0.30348852276802057
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=-0.10820235385327343 0.0017245470386138204 0.028949187949778906 0.012147560416436776 0.051263277935867449 -0.082149019940828238 -0.033034881539358595
leaf_weight=0.97605843073688447 36.161951629706891 1.4471101379022 0.86631637491518665 2.3934823129093266 1.2157023756153638 0.94022534426767312
leaf_count=22 824 31 19 48 29 27
internal_value=0 -0.0281797 0.00235535 0.00479986 -0.0429127 -0.0713214
internal_weight=0 3.36339 40.6375 38.5554 2.08202 1.91628
internal_count=1000 80 920 872 48 49
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=8
num_cat=0
split_feature=24 31 16 20 31 20 18
split_gain=0.279679 0.782385 1.21292 0.736302 0.660084 0.887968 0.792281
threshold=0.29935918748378759 0.59073963761329662 0.44526234269142156 0.45991475880146032 0.80102509260177623 -0.47140231728553766 -1.7253326773643491
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.070981669030067585 0.0077704841238162448 -0.065621009455454293 0.045754917958367627 0.064256639570891103 0.066633390749136087 -0.006744551474877983 -0.018577205803444252
leaf_weight=1.0370358529035026 7.3649049489467853 2.7008938842336638 1.5326671530492602 3.3606614779710071 2.6474773669033311 4.3735622054664409 20.798474616072784
leaf_count=25 171 63 39 81 51 98 472
internal_value=0 0.0111013 -0.0252998 0.0254694 -0.00574755 0.0209246 -0.0143238
internal_weight=0 14.9591 4.23356 10.7256 28.8566 7.02104 21.8355
internal_count=1000 354 102 252 646 149 497
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=8
num_cat=0
split_feature=9 6 4 7 5 11 19
split_gain=0.282937 1.11485 1.20896 0.63038 0.864555 0.647415 0.547703
threshold=1.2183623313903811 -1.8197036385536192 0.92876344919204723 0.88489025831222545 -1.8325304388999937 0.91672056913375866 -0.83438089489936818
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.028145844030300876 0.021485097786522626 0.073998145577737429 0.00067141733426209576 -0.042904915467440151 0.04583535263152038 0.0035352446419147547 -0.09457283813862552
leaf_weight=12.38156624926342 0.59791987694916304 3.4960454925894719 6.3007892669993453 1.4481636782875282 4.5387657178653162 13.465231112320906 1.2709778017306224
leaf_count=287 31 100 112 41 146 223 60
internal_value=0 0.0133363 0.0268384 -0.00486855 0.0243702 -0.0116412 -0.0574422
internal_weight=0 11.6657 9.79683 31.8337 5.98693 25.8468 1.8689
internal_count=1000 303 212 697 187 510 91
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=8
num_cat=1
split_feature=20 14 13 30 1 31 22
split_gain=0.26112 0.743549 0.495153 0.564755 0.470596 0.468695 0.41519
threshold=-1.0864183306694029 0.032352834939956672 -1.2598152160644529 -1.713110029697418 0 0.59073963761329662 -0.033743918873369687
decision_type=2 2 2 2 1 2 2
left_child=1 6 4 -4 -2 -3 -1
right_child=2 5 3 -5 -6 -7 -8
leaf_value=0.089275890515844808 -0.0054243184192905502 -0.048394576803774139 -0.076245192570016357 -0.0040823678928702273 0.073603436923556129 0.041716944020461368 0.015934716007493546
leaf_weight=1.5691828149429059 1.4445173408603296 1.7776260885439117 1.1210612786235277 33.261695294713718 1.575177354970946 0.85474414285272349 1.5191573229967605
leaf_count=24 41 54 25 756 42 20 38
internal_value=0 0.0199149 -0.00302545 -0.00643526 0.0357993 -0.0191349 0.0531993
internal_weight=0 5.72071 37.4025 34.3828 3.01969 2.63237 3.08834
internal_count=1000 136 864 781 83 74 62
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=7
num_cat=0
split_feature=4 9 5 9 25 19
split_gain=0.268034 1.55805 1.05746 0.895851 0.673052 0.696049
threshold=-1.6112870573997495 -0.89385390281677235 2.2212116718292241 -3.0424852371215816 -1.7371324896812437 -1.3991433978080747
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.098087399649369814 0.073328068948249212 0.080262174602521316 -0.064908041542441827 -0.00034127158807394661 -0.060385141187715902 -0.003184592934595764
leaf_weight=1.1050334489555096 1.0654680250736444 3.7256720304285391 0.57987024917383667 6.1898215126711875 2.3026395988999893 27.945807015486935
leaf_count=27 22 142 19 132 59 599
internal_value=0 0.0130073 0.0607107 -0.015148 -0.00478741 -0.00753894
internal_weight=0 11.6004 4.30554 7.29485 31.3139 30.2484
internal_count=1000 320 161 159 680 658
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=8
num_cat=1
split_feature=8 4 11 24 9 5 22
split_gain=0.258874 0.766357 0.973936 0.698629 0.631778 0.903187 0.650635
threshold=0 0.61790910363197338 -0.63245621323585499 -0.54058271646499623 1.3687919378280642 -1.2619942426681516 1.4618691205978396
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.00011620917647645847 -0.019660936969810663 -0.0485266481619126 0.064321730805977501 0.0095406465889066993 -0.034129095691236427 0.063616676000372185 0.0445631805400949
leaf_weight=5.3334574410109781 18.297098907380139 3.3197009274299489 4.2413950078189391 5.5126543959777319 1.4671041408146264 2.6580150795343789 1.7262158439843904
leaf_count=195 347 60 136 112 67 56 27
internal_value=0 0.00896029 0.0285575 -0.0122843 -0.00678261 0.0288533 -0.0141242
internal_weight=0 18.4072 9.57485 8.83236 24.1484 4.12512 20.0233
internal_count=1000 503 331 172 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=6
num_cat=0
split_feature=3 4 22 10 25
split_gain=0.269944 0.954767 0.815583 0.714698 0.727946
threshold=-0.24213722348213193 -3.3705158233642574 -0.78451043367385853 -4.9047172069549552 1.6145035624504092
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.07066672528513103 -0.066815729321955647 0.026472843436803558 -0.031956721520037569 0.012930222215255961 -0.072865080790656109
leaf_weight=1.3122043858747918 1.2865303456783319 3.0929506072425275 10.49516094402861 25.00537012307905 1.0296672626864154
leaf_count=38 24 70 256 584 28
internal_value=0 -0.0107905 -0.0186569 0.00594174 0.00953708
internal_weight=0 14.9003 13.5881 27.3216 26.035
internal_count=1000 364 326 636 612
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=5
num_cat=0
split_feature=29 29 26 29
split_gain=0.282936 0.352472 0.87228 0.53551
threshold=-2.0384702682495113 -0.88508096337318409 0.49312175810337072 -0.12295129895210265
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.053984740405782654 -0.051588555220305268 0.02022073229982389 0.035207653406825523 -0.006043903782116943
leaf_weight=0.94984055089298536 3.7693553440185488 11.443101305529121 1.6712113068933829 24.137802758737966
leaf_count=20 107 276 45 552
internal_value=0 -0.00122167 -0.0249268 0.00240301
internal_weight=0 41.0215 5.44057 35.5809
internal_count=1000 980 152 828
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=8
num_cat=0
split_feature=0 28 29 9 3 18 4
split_gain=0.267833 0.706623 0.747522 0.506096 1.40667 0.680653 0.369429
threshold=-1.608339190483093 -0.014420712832361458 0.26661542057991033 1.2183623313903811 1.1176951527595522 -0.4650785624980926 0.33313298225402838
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.019982964997808206 -0.026037781308762956 -0.084994889813956295 0.05939543777098974 0.059326094176720225 -0.021028329798094929 0.0066911536199651626 -0.10607976911336277
leaf_weight=0.92952199827414084 9.3454790050745924 0.49277663111570191 1.3162939949252175 4.8930525803007168 3.9270651935075875 19.852201502304528 1.0744637099487588
leaf_count=31 198 30 39 107 101 442 52
internal_value=0 -0.0252436 0.0200646 0.00255682 0.0235491 -0.0037846 -0.0661449
internal_weight=0 3.81306 1.80907 38.0178 8.82012 29.1977 2.00399
internal_count=1000 152 69 848 208 640 83
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=6
num_cat=0
split_feature=3 11 11 22 17
split_gain=0.255642 0.322585 0.717646 0.575596 0.195993
threshold=-2.7369303703308101 4.6643924713134775 3.9955254793167119 1.0790037512779238 -0.088628441095352159
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.008932294029026993 0.0012592969219258393 0.0087114944709027579 -0.058350638313123572 0.091908234301884467 -0.084198507169123193
leaf_weight=0.35413550236262381 32.503730848686246 4.8853458033408961 2.1534390220185733 1.0021722844976464 0.62439545155211718
leaf_count=17 805 90 34 19 35
internal_value=0 0.00123182 -0.00244459 0.0228732 -0.050494
internal_weight=0 40.5447 34.6572 5.88752 0.978531
internal_count=1000 948 839 109 52
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=5
num_cat=0
split_feature=29 30 4 30
split_gain=0.250565 0.337476 0.607497 0.572755
threshold=-2.0384702682495113 -1.2419461011886594 1.4679937958717348 -1.0931476950645445
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.051492990879102946 -0.0038723848522556645 0.061514197324021962 -0.099043965108720572 -0.0010493409438512068
leaf_weight=0.92430848267394949 2.2431482607062203 1.5257363050768606 0.95677923725452263 35.743715253513074
leaf_count=20 62 32 22 864
internal_value=0 -0.0011639 -0.0323287 0.00151188
internal_weight=0 40.4694 3.19993 37.2695
internal_count=1000 980 84 896
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=8
num_cat=0
split_feature=25 4 28 0 21 11 7
split_gain=0.243391 0.814401 1.02766 0.992858 0.691062 0.9516 0.94403
threshold=0.10375598073005678 1.6072534918785097 -1.5466411709785459 0.58521056175231945 0.099660724401474013 0.95515820384025585 -1.6289549469947813
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.095250494955324505 -0.0059143823191462356 -0.096150151706597395 0.0075266556632858257 0.0019815607003441666 -0.056180757454698776 0.057851590320615126 0.012491650193799685
leaf_weight=1.0286976306524653 4.4607281180215086 2.0620448176741766 17.929018760391045 2.0620486048283055 3.0733680783596355 4.9233893087293836 5.7413936941302364
leaf_count=25 141 52 417 43 71 95 156
internal_value=0 -0.00681135 0.00194969 -0.0470843 0.00865431 0.0275405 -0.0114518
internal_weight=0 23.0818 18.9577 4.12409 18.1989 9.38412 8.81476
internal_count=1000 537 442 95 463 236 227
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=8
num_cat=2
split_feature=10 3 1 3 11 1 29
split_gain=0.265287 1.23435 1.17863 0.902919 2.13193 0.812067 0.432208
threshold=1.8433723449707033 0.78698328137397777 0 1.4957433342933657 1.9473140835762026 1 0.04659604653716088
decision_type=2 2 1 2 2 1 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.012426483473305605 -0.0077051623092253543 0.06898782781312944 -0.017890326917596826 0.023377917875046825 -0.085805540515081921 0.024290313425848753 -0.087751334431873843
leaf_weight=12.836717251964728 1.5852686059661194 4.3209782594785793 2.4452170927615953 3.3140938672877374 3.8846247511683032 11.349478988675404 1.174161713075591
leaf_count=302 51 133 85 83 55 242 49
internal_value=0 0.0146027 0.0375912 -0.0044505 -0.0355405 0.00480304 -0.0417655
internal_weight=0 9.52563 6.7662 31.3849 7.19872 24.1862 2.75943
internal_count=1000 318 218 682 138 544 100
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=8
num_cat=1
split_feature=8 7 24 6 6 0 11
split_gain=0.251905 0.632119 0.937657 0.882909 0.586291 0.970157 0.650756
threshold=0 -0.50514426827430714 1.6863377690315249 -4.5184216499328604 0.77008655667305004 2.1678125858306889 0.10654639080166818
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.010183923955212544 -0.020427005905226798 -0.1347885774624091 0.097429301398415116 0.05035265976765918 -0.057282684102486603 0.027831896170903828 0.019737738312854018
leaf_weight=11.701027370763768 6.8936916215316222 0.27305122499819834 0.86987153533846218 4.5455809047562061 4.5807781348994459 1.8923965645954011 9.7241257165660482
leaf_count=264 173 7 14 218 119 36 169
internal_value=0 0.00906675 -0.00273739 0.0398615 -0.00686915 -0.0323999 0.0030759
internal_weight=0 17.3895 12.5709 4.81863 23.091 6.47317 16.6178
internal_count=1000 503 278 225 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=8
num_cat=2
split_feature=0 1 5 5 1 6 9
split_gain=0.250325 0.787993 1.10616 0.856099 0.646725 1.09976 0.93017
threshold=-0.53437867760658253 0 -0.57292872667312611 -0.15890216827392575 1 -0.75322550535202015 2.2335890531539921
decision_type=2 1 2 2 1 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.053797472809329408 0.032640483986866392 -0.090577798374002705 -0.043256762287217969 -0.00025281226743862077 0.0114250377810223 -0.024715033392288685 0.096896767143752241
leaf_weight=2.787595629284624 4.5993230219319257 2.1432333552656928 2.0291372746833076 2.0558650698512775 12.882823996274967 12.239482694858451 1.4129042886197556
leaf_count=71 110 92 75 58 258 295 41
internal_value=0 -0.0146916 0.0129116 -0.046355 0.00423059 -0.00904904 0.0198726
internal_weight=0 9.01583 4.81673 4.1991 31.1345 16.8388 14.2957
internal_count=1000 296 146 150 704 405 299
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=8
num_cat=1
split_feature=10 3 0 3 11 11 8
split_gain=0.261326 1.02781 1.08721 0.748043 1.88341 0.71051 0.331334
threshold=1.8433723449707033 -0.27606296539306635 0.16223448514938357 1.4957433342933657 2.4600665569305424 2.6943253278732304 0
decision_type=2 2 2 2 2 2 1
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0060677941324288305 -0.018615215015929668 -0.00026152146525686501 0.078478565869959369 0.018409070470968854 -0.085606894254570701 0.033688686083199311 -0.1065259061178478
leaf_weight=17.696332812229237 1.1091772870568091 4.3267032455478311 2.9485778362432029 3.5053725769976145 3.4580891242367215 6.0259831012226632 0.69885785879159801
leaf_count=427 32 156 101 89 49 117 29
internal_value=0 0.0148816 0.0316508 -0.00442798 -0.0332458 0.00403121 -0.0525952
internal_weight=0 9.08332 7.27528 30.6858 6.96346 23.7223 1.80804
internal_count=1000 318 257 682 138 544 61
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=5
num_cat=0
split_feature=11 5 6 3
split_gain=0.2449 0.290131 0.896101 0.744517
threshold=-7.4722285270690909 -0.94487735629081715 -0.69330593943595875 2.7546696662902836
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.063832251534327672 -0.061022291123412301 0.0036341850972078957 0.0012344379957611722 0.07726694418231872
leaf_weight=0.59245902198017475 2.7545649674721089 20.179715966522057 14.389419056882614 1.4734633694752108
leaf_count=32 101 481 326 60
internal_value=0 0.000950065 -0.0087685 0.00864477
internal_weight=0 38.7972 17.144 21.6532
internal_count=1000 968 427 541
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=7
num_cat=0
split_feature=31 12 14 31 27 31
split_gain=0.251344 0.594117 0.624941 0.410924 0.788252 0.540682
threshold=1.3691098093986513 0.49494431912899023 0.78194206953048717 -0.1249653398990631 1.0865690112113955 0.38249349594116216
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.01460681766213719 -0.057732439925816365 0.061599700578802555 0.061379644250692637 -0.036864169777252667 -0.052088034099076475 0.00016137094544812832
leaf_weight=16.631007139963916 1.2527639956097112 2.0320362072670832 0.67934374324977387 6.4219175872131045 1.9834045052120917 10.221628481085643
leaf_count=401 43 34 20 187 55 260
internal_value=0 0.0238502 -0.0158517 -0.00270789 0.00750034 -0.0141249
internal_weight=0 3.96414 1.93211 35.258 18.6144 16.6435
internal_count=1000 97 63 903 456 447
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=6
num_cat=0
split_feature=10 6 5 7 6
split_gain=0.239651 0.473554 0.337533 1.1657 0.993674
threshold=-6.1436679363250724 -2.6051946878433223 0.45862978696823126 -2.499995112419128 -1.8197036385536192
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.021223893437533663 -0.082694678516167464 -0.086829459468275472 -0.049152586172517304 0.037632418352294146 0.00069813839719835293
leaf_weight=0.74628952046623453 1.5091167919308635 0.8884541552979488 1.9858298030740114 7.0158695407117175 26.86421366684954
leaf_count=20 85 24 50 217 604
internal_value=0 -0.0375012 0.00161537 0.0184871 -0.00373735
internal_weight=0 1.63474 37.375 9.0017 28.3733
internal_count=1000 44 956 267 689
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=6
num_cat=0
split_feature=11 4 2 5 9
split_gain=0.240961 0.603584 0.499952 0.441121 0.421614
threshold=-4.8831543922424308 -4.2021732330322257 -2.481732845306396 0.74994230270385753 0.49100649356842047
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.062069147794706972 0.069949457966038173 -0.091907442253905083 -0.0054464955722044383 0.022966925030117168 0.0030390621501973337
leaf_weight=0.55793082737363908 1.0529894219944242 1.2255841251462687 28.399387264806137 6.7657109067586125 0.7562957674381322
leaf_count=25 19 39 680 197 40
internal_value=0 -0.0298099 0.0020533 2.02029e-05 -0.0556754
internal_weight=0 2.53981 36.2181 35.1651 1.98188
internal_count=1000 104 896 877 79
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=7
num_cat=0
split_feature=10 6 16 3 0 2
split_gain=0.236858 0.641547 0.340044 0.334559 0.832321 0.550696
threshold=-4.9047172069549552 -2.8922876119613643 -0.35845054686069483 -0.49797442555427546 2.4160362482070927 -0.57413148880004872
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.042566834671360465 0.0029034636262154161 -0.014977117016610373 -0.097339276128719981 0.044316775062736097 -0.064278722278729605 0.0023176612377520029
leaf_weight=0.9037707359530035 7.706585844360232 0.94113932363689001 1.0725513263605522 3.6408593912492497 2.4241668377071619 21.906885506003167
leaf_count=28 212 22 30 110 57 541
internal_value=0 -0.0274301 -0.0588456 0.00220517 -0.0131724 0.00830304
internal_weight=0 2.91746 2.01369 35.6785 10.1308 25.5477
internal_count=1000 80 52 920 269 651
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=7
num_cat=0
split_feature=11 22 22 9 4 11
split_gain=0.245759 0.52754 0.674289 0.501131 0.958031 0.570749
threshold=4.6643924713134775 -0.973119556903839 1.0790037512779238 -2.2834039926528926 -1.6822952032089231 2.0572024583816533
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.054250011200340835 0.089453509437541712 -0.013002932076170017 0.082997364444000687 0.032597536269019352 -0.0093260796743831042 0.039092412664785844
leaf_weight=3.3242630846798411 0.9010931261582299 3.728200370038393 0.91028589972120233 7.3154731959075461 21.384877291166049 0.81583517557010043
leaf_count=84 23 76 21 235 534 27
internal_value=0 0.0194383 0.00583677 -0.00333184 0.00135989 -0.0358562
internal_weight=0 5.53958 4.63849 32.8404 28.7004 4.1401
internal_count=1000 120 97 880 769 111
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=8
num_cat=0
split_feature=11 4 10 5 7 7 9
split_gain=0.245421 0.715008 0.887415 0.501254 1.15985 0.80842 0.0861871
threshold=-1.0592629313468931 -4.2279446125030509 -1.8170885443687437 -0.15890216827392575 -1.6289549469947813 -1.4436311721801756 -1.6512793302536009
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.042658003019742687 0.021798412863947514 0.0083518989494186669 -0.049293324172518332 -0.016954640072858972 0.066852304727453057 -0.019275172008509464 0.10659886661662719
leaf_weight=0.40042941551655531 8.036490849801341 5.5877722897275808 5.1152737408847306 3.0124080095265526 3.6549684392739463 11.869266399444312 0.44516566646052425
leaf_count=9 184 153 196 50 103 271 34
internal_value=0 -0.0122044 -0.0191983 0.00525604 0.0289872 -0.00269266 0.0763198
internal_weight=0 11.5486 10.703 26.5731 6.66738 19.9058 0.845595
internal_count=1000 392 349 608 153 455 43
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=7
num_cat=0
split_feature=11 21 2 5 29 27
split_gain=0.222342 0.481411 0.420787 0.403756 0.318704 0.125965
threshold=-4.8831543922424308 -0.17300483584403989 -2.481732845306396 -0.94487735629081715 -1.0000000180025095e-35 -0.11786642670631407
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.041032687240135354 0.065644746673255566 -0.033108751679937938 -0.011576103012246056 0.010136369311234419 0.070121880863444438 -0.10699931597913702
leaf_weight=0.55145656049717218 1.0079982484458003 0.64696725393878296 15.931453936929755 18.521072863113659 0.55616024986375012 0.60929580626543633
leaf_count=24 19 31 411 466 29 20
internal_value=0 -0.0297152 0.00195942 9.61405e-05 0.0146109 -0.0756595
internal_weight=0 2.36388 35.4605 34.4525 1.20313 1.16075
internal_count=1000 104 896 877 60 44
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=8
num_cat=2
split_feature=10 3 1 1 21 13 17
split_gain=0.24006 0.904345 0.856481 0.725462 0.763999 0.675491 0.383241
threshold=1.8433723449707033 0.78698328137397777 0 1 -1.5426092147827146 -0.14496307820081708 -0.86640357971191395
decision_type=2 2 1 1 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0039356597330864199 0.013231437769798144 0.062994270413864531 -0.01476600992268718 -0.060663097586486282 0.018992789195145743 -0.039173020794420144 -0.067999147873645929
leaf_weight=6.5551057515549447 0.94473791867494616 3.948476684090565 2.208839912993426 1.3267193562351174 13.0264434372948 8.1593205711214996 1.5077416364656508
leaf_count=153 27 133 85 17 312 200 73
internal_value=0 0.014645 0.035099 -0.00436572 0.0116299 -0.0199686 -0.0367077
internal_weight=0 8.6098 6.15732 29.0676 14.3532 14.7144 2.45248
internal_count=1000 318 218 682 329 353 100
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=6
num_cat=0
split_feature=11 11 9 17 5
split_gain=0.229675 0.494229 0.612149 0.492222 0.506994
threshold=4.6643924713134775 3.9955254793167119 -2.2834039926528926 -1.1031919121742246 -3.3947547674179073
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.037136134787217785 -0.054437075279346318 -0.052529927748582318 0.0053933025351917095 -0.036515112575689672 0.047664779797919693
leaf_weight=3.8868667728384088 0.77918660431168962 1.9126548643689592 26.178543508485745 0.88553787482669566 3.7251786317210636
leaf_count=107 17 36 737 26 77
internal_value=0 -0.00324053 -0.000104918 0.0190741 0.0314971
internal_weight=0 31.9781 30.0654 5.3899 4.61072
internal_count=1000 880 844 120 103
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=8
num_cat=1
split_feature=4 9 8 21 25 9 27
split_gain=0.22716 0.856154 0.907129 0.7985 0.533395 0.767085 0.585328
threshold=-0.44345408678054804 0.19106149673461917 0 -0.30010202527046198 -0.64878144860267628 -1.7243103981018064 -0.91020214557647694
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.034653444367992552 -0.056291842218667058 -0.028296464116231119 -0.023564382897261996 0.070636324577625809 0.038718278288493044 -0.026664512058432229 0.031704424812993896
leaf_weight=3.9366793249937482 0.89095972466748197 1.0802646536030804 8.360516443499364 3.3326530713165985 2.0943053480586995 12.530127060035733 4.9870088218012851
leaf_count=149 18 55 172 120 50 314 122
internal_value=0 0.00863236 -0.00492721 0.046418 -0.00707553 -0.0173013 0.0183663
internal_weight=0 16.7101 12.2972 4.41292 20.5024 14.6244 5.87797
internal_count=1000 496 321 175 504 364 140
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=5
num_cat=0
split_feature=10 6 29 30
split_gain=0.232266 0.345296 0.278954 0.346548
threshold=-6.1436679363250724 -2.6051946878433223 -2.0384702682495113 -0.75394436717033375
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.012325756286054772 0.062513425859344093 -0.083310825663736293 -0.020199817574922924 0.0052131982705640968
leaf_weight=0.71254724817117676 0.73696717247366805 0.80293804011307546 6.6397106261974796 27.972596595718645
leaf_count=20 19 24 198 739
internal_value=0 -0.0383446 0.00163444 0.000338196
internal_weight=0 1.51549 35.3493 34.6123
internal_count=1000 44 956 937
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=8
num_cat=1
split_feature=11 4 10 16 6 16 1
split_gain=0.211879 0.61109 0.746231 0.451367 1.06828 0.942729 0.115428
threshold=-1.0592629313468931 -4.2279446125030509 -1.8170885443687437 0.5102781653404237 0.71571540832519542 0.33554993569850927 0
decision_type=2 2 2 2 2 2 1
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.10975216008750324 0.0028749795640082409 0.0076306404257348234 -0.046306067683159383 0.055188374275811095 -0.017695345589022953 -0.081142962188993001 0.032310194446595962
leaf_weight=0.41765836605918594 16.027744116287074 5.3898586492578024 4.8944131022653883 4.7407704973375058 3.4926483299932443 1.4568898247089226 0.3569703827961338
leaf_count=21 394 153 196 100 84 30 22
internal_value=0 -0.0115871 -0.0180385 0.00496518 0.0242708 -0.00412573 0.0740648
internal_weight=0 11.0589 10.2843 25.7181 8.23342 17.4846 0.774629
internal_count=1000 392 349 608 184 424 43
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=8
num_cat=0
split_feature=24 31 16 12 31 31 27
split_gain=0.214996 0.555701 0.880554 0.601485 0.526018 0.809787 0.738419
threshold=0.29935918748378759 0.59073963761329662 0.55678552389144909 0.53920793533325206 0.44889840483665472 -0.077685132622718797 1.2188372015953066
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.0038671758904574027 0.038935510135015228 -0.055234873424051173 0.056693619143171864 -0.020725958377017319 0.0028828160745819386 -0.057835199226643701 0.089474623105081363
leaf_weight=11.799324963962134 6.6816809025549428 2.4700912855914789 0.9824190922663546 2.2618255841080099 7.5367781504755822 3.6374492122195106 1.1328243607422335
leaf_count=303 184 72 30 68 193 120 30
internal_value=0 0.010692 -0.0233854 0.023847 -0.00551375 -0.0165839 0.0141974
internal_weight=0 12.396 3.45251 8.94351 24.1064 15.4368 8.6696
internal_count=1000 354 102 252 646 423 223
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=7
num_cat=0
split_feature=3 29 2 29 2 31
split_gain=0.224894 0.56424 0.620352 0.588935 0.451846 0.541827
threshold=-0.84586244821548451 0.11635308712720872 -0.045516252517700188 1.0102195739746096 4.1532464027404794 -1.7747542858123777
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.074705539620243608 -0.063979442430892111 -0.071787806332904172 0.022867197841855889 0.016101884879591282 0.083391467700804855 0.0053244936019009514
leaf_weight=0.77214103651931498 1.1796286539174641 2.4603104946072567 4.1739095539232931 1.1047664006473494 0.70501727116061275 25.821742300977352
leaf_count=29 31 72 124 35 28 681
internal_value=0 -0.0142248 0.00763486 -0.044552 0.0043603 0.00229676
internal_weight=0 8.51113 4.94605 3.56508 27.7064 27.0014
internal_count=1000 260 153 107 740 712
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=8
num_cat=0
split_feature=22 11 15 15 26 20 18
split_gain=0.218599 0.576916 0.849098 0.727424 0.540267 0.645581 0.64374
threshold=0.26117700338363653 0.95515820384025585 -0.83670252561569203 -0.82525604963302601 0.84513708949089061 -0.59975823760032643 -0.62856677174568165
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.029341538728015072 -0.01949383354224286 -0.033069693757749707 -0.038056452231924498 0.025879254209318844 0.042362770347078797 -0.06040845569451149 0.033189865052579419
leaf_weight=2.4132176557322955 3.1802342679693529 2.8641253751993645 8.292299856773754 7.778261318417206 0.87660240620607544 2.019114533904939 8.5674064928025455
leaf_count=80 86 64 262 187 26 58 237
internal_value=0 -0.00647315 -0.0228637 0.0100147 0.00939128 -0.0292972 0.0189277
internal_weight=0 21.3479 10.7055 10.6424 14.6434 2.89572 11.7476
internal_count=1000 593 342 251 407 84 323
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=8
num_cat=1
split_feature=8 4 11 21 6 11 0
split_gain=0.223617 0.581495 0.69426 0.594369 0.492002 0.528034 0.264449
threshold=0 0.61790910363197338 -0.63245621323585499 0.51193365454673778 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0016788995375316554 -0.010951468932052155 -0.031677478652531822 0.06117789215994357 0.027289713687863121 -0.10381190630975086 0.03144073683987577 -0.01300121730126424
leaf_weight=4.4559723496859078 15.316724932192306 4.8616764195066935 3.5026736140425783 2.6362831682199612 0.76964589353883528 3.6357102234469485 0.54972093715332448
leaf_count=195 356 112 136 60 46 78 17
internal_value=0 0.00903854 0.027865 -0.0109446 -0.00692966 -0.00281923 -0.0659752
internal_weight=0 15.4566 7.95865 7.49796 20.2718 18.9524 1.31937
internal_count=1000 503 331 172 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=7
num_cat=0
split_feature=3 20 30 13 20 4
split_gain=0.223367 0.484259 0.352219 0.50219 0.438723 0.291908
threshold=-2.0779349803924556 0.5318211317062379 1.2851886153221133 0.28954052925109869 1.8299899697303774 -1.5022985935211179
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0070829972360117333 0.0035321394042698109 0.035240372576033789 -0.057845609461202742 0.02794782673822252 0.081068479568066162 -0.085973784073066217
leaf_weight=0.4694782856386156 29.158072173551776 0.7923868171928915 2.0948999173124316 1.0118050472228786 0.74849182271282089 1.1954359329101854
leaf_count=15 780 28 53 38 21 65
internal_value=0 -0.0291079 0.00214358 -0.029904 0.00547269 -0.0597333
internal_weight=0 2.4573 33.0133 3.1067 29.9066 1.66491
internal_count=1000 108 892 91 801 80
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=8
num_cat=1
split_feature=31 17 8 12 14 17 15
split_gain=0.214898 0.459828 0.345098 0.691628 0.525525 0.331999 0.298117
threshold=1.3691098093986513 -0.36764360964298243 0 0.38067720830440527 1.4200065732002261 -0.79640007019042958 0.30211952328681951
decision_type=2 2 1 2 2 2 2
left_child=2 5 3 -1 -4 -2 -3
right_child=1 6 4 -5 -6 -7 -8
leaf_value=0.0021760041776632058 0.029137493177172281 0.021767235407967656 0.015684423120255041 -0.039575472289513643 -0.047846976889181402 -0.069172469820207569 0.098306362840842237
leaf_weight=11.797149418831397 0.66768088247044943 1.2518845680751831 12.583372352346489 5.978187109969439 1.452287027510464 0.70752149447798751 0.85742494277656067
leaf_count=303 22 38 413 144 43 19 18
internal_value=0 0.0235482 -0.00261053 -0.0118658 0.00911075 -0.0214415 0.0528801
internal_weight=0 3.48451 31.811 17.7753 14.0357 1.3752 2.10931
internal_count=1000 97 903 447 456 41 56
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=7
num_cat=0
split_feature=4 17 15 7 26 13
split_gain=0.209405 0.812336 0.635915 0.570664 0.471923 0.578592
threshold=-0.44345408678054804 -0.53706440329551686 1.4129436016082766 -1.5995073318481443 1.5869815945625307 0.17688041925430301
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.020444627699547094 0.011969747158081918 -0.012879515729017344 0.083726940057062202 0.062126246203352789 -0.071955278947005374 -0.023956771540015229
leaf_weight=1.0862513030297121 10.600539249233412 10.188057551502419 0.7302128128649209 3.6477381674776561 1.056409079756121 7.7673624643139183
leaf_count=32 267 315 23 126 30 207
internal_value=0 0.00858237 -0.00641849 0.0431797 -0.00696083 -0.00322275
internal_weight=0 15.6523 10.9183 4.73399 19.4243 18.3679
internal_count=1000 496 338 158 504 474
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=8
num_cat=0
split_feature=9 6 7 7 6 11 18
split_gain=0.201095 0.986751 0.830056 0.483991 0.677848 0.478167 0.42842
threshold=1.0618134737014773 -1.5258474349975584 -1.3801147341728208 0.88489025831222545 -1.3626608252525327 0.91672056913375866 0.031244269572198394
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.027256671824001967 -0.0053943067819406639 0.059694836266313125 -0.0056854536537607695 0.082249204230771075 -0.00064927058809583285 0.0034961015352440944 -0.095361151159317745
leaf_weight=9.8838573851535383 1.1067131878517105 4.0718929905560799 3.7121055688985489 1.4049579775455638 3.3106613757336154 10.351116118545177 1.0145092702659892
leaf_count=279 60 112 101 54 128 216 50
internal_value=0 0.0120392 0.0285157 -0.0048017 0.0240493 -0.0115252 -0.0484224
internal_weight=0 9.90522 7.784 24.9506 4.71562 20.235 2.12122
internal_count=1000 323 213 677 182 495 110
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=8
num_cat=0
split_feature=5 6 7 7 4 4 2
split_gain=0.223121 0.699628 0.668197 0.61578 0.890451 0.710838 0.42498
threshold=-0.94487735629081715 -0.96759614348411549 -2.702191829681396 -2.499995112419128 0.88662269711494457 1.1428854465484621 0.27778670191764837
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.0025130516124937247 0.019856928087118621 0.043858610696467459 -0.012465459124361936 0.0024092157930676907 -0.082862556189497574 0.049658421309717544 -0.10491215180351635
leaf_weight=0.63065927712159542 1.6777093106647947 2.6272532712318926 10.62193437555106 11.815439098230859 1.6981162338342981 4.3586423096876379 1.1342111631893201
leaf_count=26 60 66 271 368 42 102 65
internal_value=0 -0.0091752 -0.00129665 0.00703395 -0.0318133 0.0151421 -0.0683208
internal_weight=0 15.0141 13.2492 19.5499 3.37583 16.1741 1.76487
internal_count=1000 428 337 572 102 470 91
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=7
num_cat=0
split_feature=3 9 4 9 11 4
split_gain=0.205024 0.462663 0.409838 0.313646 0.722717 0.708511
threshold=-2.0779349803924556 -1.1903105974197385 -1.6327362060546873 -2.3239196538925166 2.9679244756698613 -3.4333997964859004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.071740226808724397 -0.047127246384484976 0.034411532225870761 -0.073602474545793162 0.073458501904596407 0.049583336626929327 0.0021371839165997258
leaf_weight=0.38422973686829243 3.157696953101552 0.4588451171293858 1.4984566393432017 1.470910472562539 1.0230704742425585 26.250003897563147
leaf_count=13 89 12 83 83 37 683
internal_value=0 -0.0285863 -0.048281 0.00207091 -0.0234613 0.00592159
internal_weight=0 2.34153 1.9573 31.9017 4.18077 27.7209
internal_count=1000 108 95 892 126 766
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=7
num_cat=0
split_feature=5 12 11 29 6 31
split_gain=0.202613 0.418449 0.305861 0.528852 0.427231 0.305812
threshold=-3.3947547674179073 0.095968864858150496 4.6643924713134775 0.51327875256538402 1.9392026066780093 -0.083160869777202592
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=-0.083846646722558094 -0.011036666570704944 0.068353492943787938 0.048681402486768707 0.018520124051069158 -0.024128175605449595 -0.041925252346856477
leaf_weight=0.84930084923689619 19.413114517614307 0.48739699125871982 2.8222708391549527 8.7968320834843308 1.1280180054018272 0.51946925155789347
leaf_count=39 591 16 60 239 30 25
internal_value=0 -0.0321494 0.00182951 -0.00181984 0.0278904 0.0114577
internal_weight=0 1.85617 32.1602 28.2099 3.95029 1.00687
internal_count=1000 80 920 830 90 41
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=8
num_cat=1
split_feature=4 9 8 21 5 7 9
split_gain=0.219472 0.698249 0.703129 0.605103 0.458178 0.751832 0.54496
threshold=-0.44345408678054804 0.19106149673461917 0 -0.6016876995563506 1.4048260450363161 -2.6677455902099605 -1.8577739000320432
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.021079884859584928 0.047628962793905216 -0.030235588520482606 0.03279400536128959 0.065074799197174335 -0.072351142183632478 0.066373778345516637 -0.018480381553094845
leaf_weight=7.6000326362554915 1.3589529197197432 0.84546794745256226 3.556134651109458 3.1400529503007411 0.50407148106023703 1.736570996867157 15.125070573929408
leaf_count=172 39 45 149 130 17 54 394
internal_value=0 0.00892814 -0.00390707 0.0448561 -0.00726309 0.0351652 -0.0130303
internal_weight=0 15.1417 11.1562 3.98552 18.7247 2.24064 16.484
internal_count=1000 496 321 175 504 71 433
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=6
num_cat=0
split_feature=13 13 17 13 20
split_gain=0.217397 0.588192 0.408637 0.356934 0.354665
threshold=-1.2598152160644529 -1.3131613731384275 -0.95758008956909169 -1.187853932380676 -1.0864183306694029
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.083337179507250891 -0.084298719691259225 0.10842789035010132 -0.020110802568157476 0.027762210398872247 -0.0051725806717554494
leaf_weight=0.48437197925523001 0.52443288709037261 0.66821053117746387 1.8040877735111278 3.7332317455911861 26.334130183000525
leaf_count=14 16 12 70 118 770
internal_value=0 0.0258863 0.00178484 -0.00250988 -0.00108332
internal_weight=0 2.95667 2.28846 30.5918 30.0674
internal_count=1000 96 84 904 888
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=6
num_cat=0
split_feature=3 4 22 10 27
split_gain=0.216258 0.538486 0.543207 0.518288 0.450785
threshold=-0.49797442555427546 -3.3705158233642574 -0.79520875215530384 -4.9047172069549552 -1.1444159746170042
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.070733794593360003 -0.065151599749744993 0.024715970505784276 -0.031995046322053196 0.043609727815624499 0.0027074441363749871
leaf_weight=0.72637506551109154 0.99947968218475836 2.2093550806748672 7.1713003790791836 3.1349681897554573 19.17655140113493
leaf_count=30 25 65 229 90 561
internal_value=0 -0.0122153 -0.0186383 0.00529865 0.00845458
internal_weight=0 10.107 9.38066 23.311 22.3115
internal_count=1000 324 294 676 651
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=8
num_cat=0
split_feature=22 4 7 18 22 15 19
split_gain=0.222232 0.479605 1.09161 0.727182 0.461102 0.61978 0.575509
threshold=0.26117700338363653 1.5504462718963625 -0.27817767858505243 -0.62856677174568165 0.035218209028244025 0.70298731327056896 0.83948722481727611
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0084884119751450909 -0.020737463254853108 -0.06529171912118216 0.076288706105775206 0.036178058906551923 -0.067315115911728771 0.037045198782382882 0.041522148759381781
leaf_weight=13.814577866032783 3.1847385746150385 2.0270190213632309 0.74462958699586934 7.6061557440261813 2.3581324882106851 0.75008342147339124 2.7609490975446525
leaf_count=405 88 57 24 238 67 21 100
internal_value=0 0.00985006 -0.0272548 0.0193805 -0.00678602 -0.0421306 -0.000158263
internal_weight=0 13.5625 2.77165 10.7909 19.6837 3.10822 16.5755
internal_count=1000 407 81 326 593 88 505
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=8
num_cat=0
split_feature=31 12 22 24 5 21 14
split_gain=0.199736 0.484315 0.409209 0.337641 0.448168 0.435003 0.24984
threshold=1.3691098093986513 -0.24935476481914517 -0.2196095138788223 0.29935918748378759 2.0177078247070317 0.99784511327743541 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.014903425503238175 -0.078961714520978277 0.099548263262894982 0.011726192156285243 0.019891476846958116 0.041606515843849515 -0.039866658759882385 0.017323045281971785
leaf_weight=17.729147570549692 0.54145855084061623 0.96221793134463984 1.1827053662855167 9.0776473795121984 1.5240781863394648 1.4069416696438555 0.53653260669671021
leaf_count=509 18 24 31 286 65 43 24
internal_value=0 0.0236418 0.0511234 -0.00256696 -0.0104301 0.0118724 -0.0310393
internal_weight=0 3.22291 2.14492 29.7378 19.2532 10.4846 1.07799
internal_count=1000 97 55 903 574 329 42
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=7
num_cat=0
split_feature=3 10 4 10 0 2
split_gain=0.202479 0.451512 0.641685 0.443394 0.411972 0.372649
threshold=-0.49797442555427546 0.67908233404159557 -3.2548031806945796 -4.9047172069549552 2.7572460174560551 2.1161124706268315
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=0.094822532636161097 -0.061900994274769097 -0.10523232289994555 -0.0093913427946132402 0.0039547966763977841 0.053830802382213806 -0.019551342204988414
leaf_weight=0.64451768170692947 0.94501422625035303 0.82607858070696272 7.094566302295787 20.140060683559572 1.8044703539635509 1.3167004819260908
leaf_count=27 25 34 214 604 47 49
internal_value=0 -0.0119599 -0.00071232 0.0051678 0.00805604 -0.0525828
internal_weight=0 9.88186 7.73908 22.8895 21.9445 2.14278
internal_count=1000 324 241 676 651 83
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=6
num_cat=0
split_feature=11 2 5 9 4
split_gain=0.208548 0.358444 0.373761 0.324038 0.335975
threshold=-4.8831543922424308 -2.481732845306396 -0.94487735629081715 -1.0644020438194273 -2.1543085575103755
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.073385013109124417 0.064799239205110493 -0.011994119507712614 0.010499566694558314 0.10320009736792563 -0.027319798964225147
leaf_weight=0.95349974534474313 0.88312528026290493 13.680974178554608 16.057196634783395 0.27087386735365726 0.72532231542572734
leaf_count=32 19 411 466 28 44
internal_value=0 0.00201586 0.0001514 -0.0317147 0.00816963
internal_weight=0 30.6213 29.7382 1.9497 0.996196
internal_count=1000 896 877 104 72
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=8
num_cat=0
split_feature=9 6 7 16 29 7 18
split_gain=0.201446 0.830482 0.711321 0.386919 0.601685 0.426543 0.362477
threshold=1.0618134737014773 -1.5258474349975584 -1.3801147341728208 -1.4427587389945982 -0.038897270336747163 -3.3866791725158687 0.031244269572198394
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.031276011114973475 -0.0049075638270421572 0.058239994079904024 -0.0042960762256828702 -0.05664172501542282 -0.082637810428956238 0.0027457869538224885 -0.091531494509914713
leaf_weight=0.68596113822422955 1.0269119624717857 3.7597661601612344 3.5234305651902087 1.2880151174031222 1.4308961041388126 19.816180365807668 0.91213653986051202
leaf_count=22 60 112 101 44 45 566 50
internal_value=0 0.0125027 0.0279866 -0.00496689 -0.0457244 -0.000878706 -0.0456558
internal_weight=0 9.22225 7.2832 23.2211 2.11686 21.1042 1.93905
internal_count=1000 323 213 677 67 610 110
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=6
num_cat=1
split_feature=22 7 31 12 8
split_gain=0.193819 0.518702 0.288927 0.540401 0.367439
threshold=1.4963601827621462 -0.96313458681106556 1.3691098093986513 -0.21358815580606458 0
decision_type=2 2 2 2 1
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.0075075920099430191 -0.020964527814256607 0.070231853181827328 -0.03278270201921054 0.058844786574119484 -0.016026749661792346
leaf_weight=12.011908116235645 1.1925278359558436 1.3074854015139852 0.97253788814123288 1.9035016928391986 14.817878912399468
leaf_count=428 32 35 41 49 415
internal_value=0 0.0267304 -0.00226128 0.0278608 -0.00549024
internal_weight=0 2.50001 29.7058 2.87604 26.8298
internal_count=1000 67 933 90 843
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=8
num_cat=0
split_feature=4 9 26 30 30 15 24
split_gain=0.192124 0.728985 0.647603 0.416139 0.652175 0.318765 0.120946
threshold=-0.44345408678054804 -2.2834039926528926 -0.82819029688835133 -1.2419461011886594 -0.96798479557037342 1.1410110592842104 -0.54058271646499623
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.053034159404208629 -0.10217374449181496 -0.025583768328140452 0.03264103374498608 0.065924979234058823 -0.008671903701195768 0.027983087284912569 -0.035545648541379392
leaf_weight=2.3005340303061526 0.51113724295282736 2.4327970263839225 8.8936989285430155 1.2681723315981823 15.452179544483441 0.61559352942276735 0.58340775530087075
leaf_count=79 14 73 329 32 431 15 27
internal_value=0 0.00865562 0.020135 -0.00692443 -0.00301403 -0.0359314 -0.06666
internal_weight=0 14.2426 11.3265 17.8149 16.7204 2.91613 1.09454
internal_count=1000 496 402 504 463 94 41
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=7
num_cat=0
split_feature=30 21 2 17 31 17
split_gain=0.196946 0.597227 0.580568 0.344377 0.807711 0.416028
threshold=-0.75394436717033375 1.3575386404991152 0.75852215290069591 0.75022095441818248 -0.66474729776382435 0.46869157254695898
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.026879980298793623 0.0050586554893908018 -0.10224565410799363 -0.036558256031693603 -0.088768472812854299 0.0031001685141404719 0.052355049266338577
leaf_weight=2.8768612758722183 18.007280214231294 0.70802641155751178 2.8936523975353339 1.2559024975635109 4.02141126236529 2.074004976078867
leaf_count=96 555 18 102 39 126 64
internal_value=0 -0.0155667 -0.00493143 0.00396945 -0.0187629 0.00994345
internal_weight=0 6.47854 5.77051 25.3586 5.27731 20.0813
internal_count=1000 216 198 784 165 619
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=7
num_cat=0
split_feature=13 13 22 3 10 27
split_gain=0.191462 0.529906 0.318177 0.292487 0.474297 0.426373
threshold=-1.2598152160644529 -1.3131613731384275 -0.43575179576873774 -0.49797442555427546 -1.6335809230804441 -0.6061393916606902
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.06911333366511091 0.0032575099601758889 0.10606026049636552 -0.020206196991924372 0.027069794295473754 -0.044213730269300922 -0.005045171234756768
leaf_weight=0.52732632216066178 4.6987692867551232 0.62553270405624317 1.636538900755113 5.7732927502220326 3.8123300369970874 14.559761832373615
leaf_count=23 151 12 61 170 147 436
internal_value=0 0.0249951 0.00156066 -0.00244159 -0.018006 0.00407343
internal_weight=0 2.7894 2.16387 28.8442 8.5111 20.3331
internal_count=1000 96 84 904 298 606
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=8
num_cat=0
split_feature=0 2 14 9 11 7 18
split_gain=0.19224 0.579471 0.814185 0.512152 0.932909 0.457027 0.220253
threshold=-0.53437867760658253 2.2022285461425786 -0.95838096737861622 1.0618134737014773 2.8228979110717778 1.0854787826538088 0.16143011301755908
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.086374746764432103 -0.0098813462791035398 -0.02589898263545903 0.014893088151887546 0.081193518239971091 -0.0065036594520723693 0.031510344781870626 -0.11065942880338807
leaf_weight=0.94451349024893705 16.188714359785088 0.52088455020930247 4.9796518784787649 2.2134480881068148 2.6838098778389394 3.1938496025686609 0.74513558721810114
leaf_count=42 420 31 193 97 62 125 30
internal_value=0 -0.014376 -0.00125245 0.00423957 0.0331335 -0.00306084 -0.075786
internal_weight=0 7.19019 5.92417 24.2798 4.89726 19.3826 1.26602
internal_count=1000 296 235 704 159 545 61
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=7
num_cat=1
split_feature=8 7 27 6 3 3
split_gain=0.203264 0.541754 0.629818 0.485576 0.457094 0.419267
threshold=0 -0.53416204452514637 -0.99950659275054921 -4.5184216499328604 3.0217821598052983 2.6349928379058842
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.06070722095117248 -0.0067381072016693055 -0.10437776617454514 0.0079981025983025776 0.049314486660889376 -0.069481740484184859 0.062786381814267864
leaf_weight=1.6040664533502411 15.756476051981739 0.21775050152791697 7.9318482824510275 3.6739577741100229 1.0994268515278225 0.91792362261912863
leaf_count=45 439 7 229 222 35 23
internal_value=0 0.00927285 -0.00355904 0.040715 -0.00702864 -0.00291079
internal_weight=0 13.4276 9.53591 3.89171 17.7738 16.6744
internal_count=1000 503 274 229 497 462
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=4
num_cat=0
split_feature=25 15 4
split_gain=0.195265 0.258812 0.243074
threshold=-1.7584840655326841 -1.9646769762039182 -0.44345408678054804
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.046622623516738682 -0.054004272804677171 0.010550007287180007 -0.007821600188476335
leaf_weight=0.87255911622196691 0.90589966494008223 12.868652404511531 16.35457808545106
leaf_count=28 27 466 479
internal_value=0 -0.00136337 0.000268465
internal_weight=0 30.1291 29.2232
internal_count=1000 972 945
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=7
num_cat=0
split_feature=11 4 5 7 6 9
split_gain=0.201135 0.298392 0.281932 1.04821 0.740127 0.25775
threshold=-4.8831543922424308 -4.2021732330322257 0.74994230270385753 -2.577299833297729 -1.868333578109741 -0.50164487957954396
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.049349243799683279 -0.070273225913001031 -0.095437246235084663 -0.0639126781737102 0.045115871494982855 0.0019193168485387082 -0.011019434409845361
leaf_weight=0.35790716484189022 1.516960952511005 0.7132152278209104 1.1107285062025765 4.2783251252803884 22.242471226258203 0.73381693132251058
leaf_count=25 83 26 40 160 613 53
internal_value=0 -0.0324061 0.00199391 0.0226442 -0.00268994 -0.0526274
internal_weight=0 1.80494 29.1485 5.38905 23.7594 1.44703
internal_count=1000 104 896 200 696 79
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=8
num_cat=0
split_feature=9 6 4 6 10 7 16
split_gain=0.186401 0.700557 0.798717 0.582835 0.573206 0.378291 0.310387
threshold=0.3670168817043305 -1.2840110063552854 -1.7280503511428831 -2.0841283798217769 -4.5996222496032706 -0.25185197591781611 -0.19770105928182599
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0039568605395721426 -0.064946398647810627 0.10802819066729386 0.011758905622636786 -0.086307882556018276 -0.0074212497811299537 0.013061602146485022 0.099602449677164293
leaf_weight=0.62644556869054213 1.7230083399190337 0.94465585484431258 9.8283922719620005 0.98175630881451326 14.906702626220063 0.97253950381855148 0.74019038562255868
leaf_count=23 89 60 257 33 454 61 23
internal_value=0 0.00879233 0.0202005 -0.00690556 -0.0122957 -0.0368015 0.0557599
internal_weight=0 13.4686 10.773 17.2551 15.8885 2.69555 1.36664
internal_count=1000 467 317 533 487 150 46
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=8
num_cat=0
split_feature=11 0 4 0 5 7 7
split_gain=0.179352 0.417683 0.501242 0.476079 0.398888 0.759929 0.612707
threshold=-1.0592629313468931 1.5746666789054873 -4.2021732330322257 2.8220698833465581 -0.15890216827392575 -1.6289549469947813 -0.50514426827430714
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.065255922335957547 0.012689947120490961 0.060840334606261398 -0.031925270857581275 -0.043295044088289582 -0.0135695520590043 0.063021503487753247 -0.027068536469251621
leaf_weight=0.57963645181735035 9.9504483130294883 1.3878785266861089 6.2917146622858144 0.64214239816647012 2.3357286255995859 2.9086106677623311 6.3494433154846766
leaf_count=37 257 59 278 18 50 103 198
internal_value=0 -0.0119535 -0.0237275 0.0278999 0.00492061 0.0289093 -0.00279753
internal_weight=0 8.90137 6.87135 2.03002 21.5442 5.24434 16.2999
internal_count=1000 392 315 77 608 153 455
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=5
num_cat=0
split_feature=3 22 0 4
split_gain=0.192781 0.218187 0.327118 0.109467
threshold=-2.7369303703308101 1.9384591579437258 -3.1315989494323726 -0.31387105584144587
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.012342884875383743 -0.10016697633979232 0.058843953737888754 0.0010763663267633955 -0.091538693714804095
leaf_weight=0.34908245597034693 0.32274291545764455 0.64293548447312687 28.530055612209253 0.34905404192432143
leaf_count=18 47 23 878 34
internal_value=0 0.00122775 -5.6126e-05 -0.0519392
internal_weight=0 29.4957 28.8528 0.698136
internal_count=1000 948 925 52
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=6
num_cat=0
split_feature=4 11 3 9 4
split_gain=0.17642 0.381168 0.566961 0.417824 0.286231
threshold=3.1555353403091435 4.5497055053710946 -0.40226960182189936 -2.2834039926528926 3.6998063325881962
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.036963092312858763 -0.080248709303012145 -0.026159345154961367 0.058418228574927081 0.0021946018553823331 0.0075668078527947645
leaf_weight=3.1133179949538414 0.69794643390923627 1.15649423096329 2.5187554762524078 21.844777438946039 0.79276796136036864
leaf_count=107 24 30 67 743 29
internal_value=0 0.00173751 0.0318041 -0.00269 -0.0335481
internal_weight=0 28.6333 3.67525 24.9581 1.49071
internal_count=1000 947 97 850 53
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=6
num_cat=0
split_feature=24 25 4 31 31
split_gain=0.186716 0.414781 0.394128 0.430516 0.380634
threshold=0.29935918748378759 1.5966798663139345 2.6206307411193852 0.59073963761329662 0.44889840483665472
decision_type=2 2 2 2 2
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.013278033570533841 0.030081601259953596 -0.082108934933844038 -0.055601808375845656 -0.017774103916296389 0.016319011126662463
leaf_weight=12.427465901382684 6.7714517457497969 0.68532717047491942 0.81752186096855517 2.6022721739573171 6.6812990868493207
leaf_count=403 229 28 31 94 215
internal_value=0 -0.00567096 0.0109886 0.0167962 -0.00292955
internal_weight=0 19.7941 10.1912 9.37372 19.1088
internal_count=1000 646 354 323 618
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=5
num_cat=0
split_feature=13 11 9 9
split_gain=0.18906 0.182369 0.553651 0.514836
threshold=-1.9400736093521116 0.91672056913375866 -1.8577739000320432 -3.0424852371215816
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.06129500688711742 -0.083998002165674934 0.049707980375354607 -0.0018732097588788383 -0.0043595294164226377
leaf_weight=0.49466768088314239 0.86477698374074208 2.4860214698856007 12.76984150180942 13.238490443325643
leaf_count=24 29 81 343 523
internal_value=0 -0.00104562 0.00653221 -0.00924276
internal_weight=0 29.3591 15.2559 14.1033
internal_count=1000 976 424 552
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=8
num_cat=1
split_feature=8 4 13 16 6 10 10
split_gain=0.186964 0.522067 0.702991 0.599701 0.440529 0.617223 0.491997
threshold=0 1.581968426704407 0.20118774473667148 0.5102781653404237 0.77008655667305004 -1.9995312094688413 1.819823205471039
decision_type=1 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0054232913995554948 0.0056111925123328394 0.013684846227661522 -0.073892137445080039 0.062196723174872605 0.04168620055257808 -0.050189283161579681 0.050358617819365896
leaf_weight=10.249793801252965 6.431127719049984 2.2440350543147356 1.5494572219758991 2.6425263426099264 0.90264228242449451 3.8500860006315625 1.8695611144285056
leaf_count=279 274 63 40 126 17 138 63
internal_value=0 0.00906645 -0.0220861 0.0220906 -0.00693717 -0.0327402 0.00318176
internal_weight=0 12.8671 3.79349 9.07365 16.8721 4.75273 12.1194
internal_count=1000 503 103 400 497 155 342
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=8
num_cat=0
split_feature=28 20 25 24 28 13 29
split_gain=0.171448 0.565574 0.446699 0.38056 0.373762 0.560553 0.548395
threshold=0.89896380901336681 -0.22311427444219586 -1.0000000180025095e-35 -0.030815975740551945 0.36148001253604894 -0.080186594277620302 -0.052107142284512513
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.020800187441424724 -0.070575890473019084 0.0012927708356805657 0.070262957745879998 0.024183598223972504 0.009424321395933119 -0.061357612344925871 -0.012933973217227805
leaf_weight=8.8116532504791465 1.0194244976737534 1.7796619062428363 1.988098511727002 0.72538967427681189 2.0311414123025315 2.4910252543049856 10.635214175661531
leaf_count=317 36 53 61 32 72 88 341
internal_value=0 0.0158884 0.0376856 -0.0311805 -0.00367027 -0.0295657 0.00235146
internal_weight=0 5.51257 3.76776 1.74481 23.969 4.52217 19.4469
internal_count=1000 182 114 68 818 160 658
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=8
num_cat=0
split_feature=9 4 13 6 13 7 11
split_gain=0.180781 0.679962 0.72726 0.555126 0.488636 0.709359 0.703054
threshold=0.19106149673461917 -1.6327362060546873 -0.041565617546439164 -4.5184216499328604 -0.049947589635848992 0.25074130296707159 2.1326044797897343
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.053352140583345919 -0.074473022011827261 0.02403183091336018 -0.025572431149793518 0.09255740968835674 -0.013256304417525903 0.013035321007327128 0.044687431800539176
leaf_weight=4.1439367884231624 0.23180166952079151 6.1367485854443649 5.7017972518442521 1.4050850721505419 5.7163635008837446 2.6316442904208088 3.3044753550784662
leaf_count=132 7 195 197 100 193 92 84
internal_value=0 0.00849372 0.000140937 0.068904 -0.00727335 -0.0275672 0.0079694
internal_weight=0 13.4754 11.8385 1.63689 15.7964 6.77558 9.02084
internal_count=1000 499 392 107 501 224 277
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=4
num_cat=0
split_feature=25 15 30
split_gain=0.187816 0.218027 0.242597
threshold=-1.7584840655326841 -1.9646769762039182 -1.4530475735664365
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.047644527305026094 -0.051711103046734479 -0.040148117709129572 0.0023741315940846927
leaf_weight=0.80430116663046902 0.83463207795284944 1.4149218455713803 25.923752806369514
leaf_count=28 27 51 894
internal_value=0 -0.00136369 0.000173379
internal_weight=0 28.1733 27.3387
internal_count=1000 972 945
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=6
num_cat=0
split_feature=3 20 22 30 4
split_gain=0.174121 0.382186 0.294828 0.281572 0.197412
threshold=-2.0779349803924556 0.50320798158645641 1.9384591579437258 1.2851886153221133 -1.5022985935211179
decision_type=2 2 2 2 2
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.0021404773976997412 0.0038959094678609496 0.030250779737743306 0.074308244191398448 -0.031298194319841349 -0.087384495110460231
leaf_weight=0.34077239641919721 23.943938966440335 0.69405235727026582 0.55333822953980316 2.5117254657961885 0.88858145158701773
leaf_count=15 783 30 21 88 63
internal_value=0 -0.0290751 0.00206555 0.000554548 -0.0625685
internal_weight=0 1.92341 27.009 26.4557 1.22935
internal_count=1000 108 892 871 78
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=8
num_cat=1
split_feature=8 7 24 22 9 6 19
split_gain=0.174775 0.485573 0.661998 0.402956 0.398481 0.523644 0.439933
threshold=0 -0.53416204452514637 1.6863377690315249 0.11495012417435647 1.3687919378280642 -1.5258474349975584 1.3722550272941592
decision_type=1 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.0088089683927635495 -0.010994589497642815 0.010527313820841757 0.097491902988187579 0.078206280780463266 -0.047829791752916101 0.053957555337658683 -0.079213019384782771
leaf_weight=12.728088779309473 8.273924910243295 2.0190553931097379 0.60350566590204913 1.5590189418580847 0.67487631581389029 2.0128137122374019 0.95407627278473306
leaf_count=343 260 126 14 103 57 66 31
internal_value=0 0.00891564 -0.00361946 0.040016 -0.00680331 0.0283989 -0.0137183
internal_weight=0 12.4555 8.87743 3.57807 16.3699 2.68769 13.6822
internal_count=1000 503 274 229 497 123 374
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=6
num_cat=0
split_feature=2 6 7 29 3
split_gain=0.171761 0.265996 0.47468 0.273841 0.249062
threshold=4.1532464027404794 2.090929508209229 -0.7118559181690215 -1.5866907835006712 -0.94009315967559803
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=0.050240250373196564 -0.013676285920809919 -0.072198382897584304 0.016273118951247671 -0.0006717145060477803 0.084550131561901914
leaf_weight=1.1051647347194471 0.4734874936984852 1.3655793851248748 1.0909229534445319 23.979105707920098 0.56756468744424526
leaf_count=49 15 69 65 773 29
internal_value=0 -0.00150407 -0.0329085 0.00157137 0.0398752
internal_weight=0 27.5408 2.4565 25.0843 1.04105
internal_count=1000 956 134 822 44
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=8
num_cat=1
split_feature=0 1 10 9 28 2 27
split_gain=0.171176 0.497823 0.678554 0.570653 0.492371 0.555462 0.0937139
threshold=-0.53437867760658253 0 2.3550301790237431 2.2335890531539921 -1.1403951048851011 2.5457446575164799 -0.11786642670631407
decision_type=2 1 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.042965423241146328 0.012847511998668515 -0.020289976754917862 0.044597243991849778 0.094569513965226504 0.0098314169510236773 -0.086055289347000796 -0.10462863471687421
leaf_weight=0.4278607573651243 9.2483684359758573 9.92072469948471 1.9242243961671199 0.94144607364432964 4.7304404777423796 0.69259306577623636 0.58132917656621408
leaf_count=18 258 307 98 41 213 40 25
internal_value=0 0.00419221 -0.00974898 0.0203979 -0.0143498 -0.00241458 -0.0784856
internal_weight=0 22.0348 11.8449 10.1898 6.43222 5.42303 1.00919
internal_count=1000 704 405 299 296 253 43
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=8
num_cat=0
split_feature=5 7 5 9 7 21 17
split_gain=0.168163 0.602271 0.809881 0.729511 0.441152 0.887603 0.511155
threshold=-0.94487735629081715 -1.3431769609451292 -1.1115577816963194 0.79456663131713878 -1.2958345413208006 1.0718984603881838 -0.32331028580665583
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.030035641506109913 -0.057219923693065472 -0.0054734600124817347 -0.09251651012853003 -0.074108296848347452 0.0068571386175199991 0.089343381082057124 0.0057603353814284488
leaf_weight=4.8197460778537788 1.9217471556476082 4.7104352498136013 0.60716672406124406 2.3070969455002341 8.417323976140322 1.5437947509708454 3.9119062461104468
leaf_count=159 72 157 18 94 323 50 127
internal_value=0 -0.00869193 0.0163244 -0.028038 0.00685152 0.019641 -0.0149869
internal_weight=0 12.4444 5.42691 7.01753 15.7948 9.96112 5.83365
internal_count=1000 428 177 251 572 373 199
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=8
num_cat=1
split_feature=8 7 10 9 6 0 9
split_gain=0.168227 0.418217 0.547256 0.415363 0.3704 0.584145 0.466496
threshold=0 -0.24360075592994687 -3.2757716178894039 2.3375082015991215 0.77008655667305004 1.5622318387031557 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.070355207275355533 -0.046985849144900796 0.05866244855033434 0.0074310973439696438 -0.060400353958629763 -0.062103320620568558 0.011157216829623279 0.010907301553058942
leaf_weight=1.0156471042428155 1.6198107114760194 2.3432706601961413 8.2609454949997581 0.3348793297773226 2.5785276918759346 1.883315587765537 9.8902302308051713
leaf_count=29 51 191 268 15 102 53 291
internal_value=0 0.00896439 -0.00108533 0.0437747 -0.0067215 -0.0311805 0.00275999
internal_weight=0 11.9547 9.27659 2.67815 15.9719 4.46184 11.51
internal_count=1000 503 297 206 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=7
num_cat=0
split_feature=19 7 0 19 5 10
split_gain=0.169166 0.395956 0.225122 0.249957 0.201022 0.158276
threshold=-1.3991433978080747 -0.63991045951843251 3.7561185359954838 -1.1014074087142942 -1.2379121780395506 0.73775774240493786
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1
right_child=2 4 -4 -5 -6 -7
leaf_value=-0.10382051659628649 0.04351773541412108 -0.03014444157000892 0.045473046502773506 -0.0021655735531388911 0.059624662653478336 -0.02827385975144054
leaf_weight=0.58906985612702578 1.2630430083299931 0.46179598235175945 1.1499500065110613 23.153375087180393 0.5425025683944138 0.52401740744244307
leaf_count=20 50 17 35 831 23 24
internal_value=0 -0.0271786 0.00223404 0.00019759 0.0183471 -0.0682548
internal_weight=0 2.11739 25.5664 24.4164 1.0043 1.11309
internal_count=1000 84 916 881 40 44
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=7
num_cat=0
split_feature=3 4 7 6 10 9
split_gain=0.160475 0.454228 0.442325 0.367294 0.572846 0.552096
threshold=-0.24213722348213193 -3.3705158233642574 -2.702191829681396 1.7042843699455263 1.0763437151908877 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.063164972306710546 -0.039045542440689529 0.021546450449714372 -0.029756304296829784 -0.098353033391036973 0.008549204994998243 0.017806286177771871
leaf_weight=0.77226665393391059 1.9482164272485558 2.249181916107772 6.6478115716254278 0.82940485645667594 1.2669719346595227 13.862121634163485
leaf_count=38 71 81 245 27 83 455
internal_value=0 -0.0104012 -0.0167868 0.00558566 -0.0337453 0.0108008
internal_weight=0 9.66926 8.89699 17.9067 2.09638 15.8103
internal_count=1000 364 326 636 110 526
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=8
num_cat=0
split_feature=0 26 2 9 11 7 29
split_gain=0.161531 0.481921 0.62926 0.410645 0.698588 0.324541 0.256655
threshold=-0.53437867760658253 -0.85785791277885426 -0.49497580528259272 1.0618134737014773 2.8228979110717778 1.6478592157363894 0.57423835992813121
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0051534847152763796 -0.0077085007588727555 0.053120582503207087 -0.044482189832968484 0.078838923453940696 -0.0036394564611096645 0.035896518592877721 0.096282541566753047
leaf_weight=0.82109092903192482 15.087075093826575 0.78775218645751 4.0907552740900455 1.8164795709890302 2.3626099458197132 1.9245928927157354 0.49559351704374421
leaf_count=44 454 45 190 97 62 91 17
internal_value=0 -0.0142322 -0.0287219 0.00412435 0.0322105 -0.0027753 0.039454
internal_weight=0 6.19519 4.87851 21.1908 4.17909 17.0117 1.31668
internal_count=1000 296 235 704 159 545 61
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=6
num_cat=0
split_feature=22 7 11 7 5
split_gain=0.161475 0.342539 0.257266 0.519847 0.468982
threshold=1.4963601827621462 -0.96313458681106556 -0.056552402675151818 2.3343892097473149 -0.15890216827392575
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.022877132966134361 -0.01558096477568062 0.064782716077628505 -0.0033070724938943225 0.056196398095301393 0.039308758507246598
leaf_weight=8.5815167941418657 1.0141191673174037 1.111912009633669 12.250923454645092 0.92059645990957584 3.2720559526351236
leaf_count=401 32 35 368 57 107
internal_value=0 0.0264492 -0.00225696 -0.0152162 0.00567583
internal_weight=0 2.12603 25.0251 9.50211 15.523
internal_count=1000 67 933 458 475
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=7
num_cat=1
split_feature=8 4 18 16 3 11
split_gain=0.163699 0.413153 0.550672 0.468069 0.3677 0.383588
threshold=0 1.581968426704407 0.091590221971273436 0.5102781653404237 3.0217821598052983 3.3369733095169072
decision_type=1 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.0059766373899375084 -0.011990132139329677 0.021059874082761471 -0.059389528791058958 0.058872993118742528 -0.068108747799428077 0.026042694110683204
leaf_weight=5.8088843641889962 11.043674383454343 1.6567045138945116 1.7491596498002762 2.349459321842005 0.91816701262359934 3.4898328878916791
leaf_count=274 367 52 51 126 35 95
internal_value=0 0.0089972 -0.0202568 0.0212099 -0.00673491 -0.00285757
internal_weight=0 11.5642 3.40586 8.15834 15.4517 14.5335
internal_count=1000 503 103 400 497 462
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.161622 0.407842 0.27553
threshold=-2.0173729658126827 -1.7747542858123777 -2.0779349803924556
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.048901487311643829 -0.083596381419285659 -0.039068187742067904 0.0033687091227444324
leaf_weight=0.6592073115316478 0.58771389754838566 1.6343524918247663 23.954710387410152
leaf_count=24 20 103 853
internal_value=0 -0.00123336 0.000658299
internal_weight=0 26.1768 25.5891
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=8
num_cat=0
split_feature=19 15 3 15 30 11 5
split_gain=0.157312 0.626032 0.726972 0.553887 0.544776 0.483111 0.47824
threshold=0.17471633106470111 0.74613836407661449 1.5082014799118044 0.42414110898971563 -0.066120412200689302 -2.6286970376968379 0.78740841150283825
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.026581722000453851 -0.003154395740309018 0.057815581626796612 -0.045376395781105999 -0.085874421795129885 0.051378683999460266 -0.0014573654714828089 0.023260621482665295
leaf_weight=9.9728789134023845 3.5551633615177707 2.6060841443832028 0.9250111109795397 0.91299343958962742 3.7792229977349034 2.6331346273655072 2.3855737699977899
leaf_count=341 144 81 37 46 142 97 112
internal_value=0 -0.00635058 0.0307833 0.00925663 0.0249451 -0.0231916 -0.0169606
internal_weight=0 15.8895 3.5311 10.8805 7.33439 3.54613 12.3585
internal_count=1000 571 118 429 286 143 453
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=5
num_cat=0
split_feature=29 29 26 29
split_gain=0.155564 0.26395 0.57143 0.333644
threshold=-2.0384702682495113 -0.88508096337318409 0.49312175810337072 -0.12295129895210265
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.051768779148364065 -0.052519673488591115 0.020490327006379986 0.036092548945461725 -0.0055777157286961733
leaf_weight=0.56792116927681746 2.4887476131334583 7.2576271909929426 1.0284791657468302 15.177572432645313
leaf_count=20 107 276 45 552
internal_value=0 -0.00113796 -0.0266084 0.00285511
internal_weight=0 25.9524 3.51723 22.4352
internal_count=1000 980 152 828
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=5
num_cat=0
split_feature=25 19 17 27
split_gain=0.14671 0.234944 0.335963 0.271906
threshold=-1.7371324896812437 -1.3991433978080747 0.54740771651268016 -0.56510543823242176
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.039791680872601883 -0.0074634140633013588 0.017449153348958458 -0.10193032870871131 -0.005836496663356474
leaf_weight=0.8948390446894362 1.2203600499487972 7.1915234443004108 0.544421403625165 16.56661214304949
leaf_count=32 54 257 25 632
internal_value=0 -0.0014029 -0.0366057 0.00121201
internal_weight=0 25.5229 1.76478 23.7581
internal_count=1000 968 79 889
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=6
num_cat=0
split_feature=3 12 4 10 25
split_gain=0.147349 0.378838 0.393782 0.374238 0.359644
threshold=-0.24213722348213193 -2.298059225082397 -3.3705158233642574 -5.3222155570983878 1.6145035624504092
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.079278259877690535 -0.072549973012765764 0.056791183553913077 -0.020985874318426863 0.011198178265201694 -0.067036603039744735
leaf_weight=0.45047745865303923 0.59308362612501042 0.70779408211819728 8.1064888958953834 15.873446131645323 0.61017554739373814
leaf_count=11 19 36 317 588 29
internal_value=0 -0.0101689 -0.0147403 0.00549411 0.00830216
internal_weight=0 9.26476 8.81428 17.0767 16.4836
internal_count=1000 364 353 636 617
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=8
num_cat=0
split_feature=24 19 19 19 31 16 27
split_gain=0.148239 0.29412 0.582014 0.525679 0.277932 0.541979 0.404035
threshold=0.29935918748378759 -0.67611560225486744 0.12578448653221133 -0.77139458060264576 0.59073963761329662 0.55678552389144909 -0.32859428226947779
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0022268359277756492 -0.0073482681636255825 -0.039678639696032907 0.004542667046366371 0.097234866386924856 -0.047647093261436894 0.056330510557667704 0.043077421698984764
leaf_weight=4.3245830420564744 2.7956920964061283 5.0775903690264403 7.1917186743376078 0.67300132801756518 1.7662278382631487 0.69998082268284623 3.6812549534515693
leaf_count=162 103 186 284 14 72 30 149
internal_value=0 -0.00542848 -0.0137581 0.0150211 0.0104337 -0.0181353 0.0213118
internal_weight=0 17.2669 12.2693 4.99758 8.94316 2.46621 6.47695
internal_count=1000 646 470 176 354 102 252
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=8
num_cat=1
split_feature=8 7 10 9 5 2 11
split_gain=0.157433 0.366682 0.462354 0.362972 0.344594 0.621339 0.49503
threshold=0 -0.24360075592994687 -3.2757716178894039 -1.1080552935600279 -2.1253163814544673 3.3849450349807744 3.7105647325515752
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.067765858600554549 -0.055400764499426505 0.10265212777603483 0.0073730203378670105 0.018072385091343471 -0.0074990885122262823 0.063903417956500327 0.049569789668681294
leaf_weight=0.91584331967169319 2.6657710962608703 0.72555791654303936 7.7387397469210546 1.6874068709694263 9.968038283295753 0.52201571559999127 1.793429554090834
leaf_count=29 114 70 268 136 322 14 47
internal_value=0 0.00903276 -0.000578309 0.0435048 -0.00670123 -0.0358641 0.00120297
internal_weight=0 11.0675 8.65458 2.41296 14.9493 3.18779 11.7615
internal_count=1000 503 297 206 497 128 369
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=8
num_cat=0
split_feature=9 6 4 6 10 20 5
split_gain=0.15596 0.572891 0.621723 0.504918 0.577457 0.410249 0.324683
threshold=0.3670168817043305 -1.2840110063552854 -1.7280503511428831 -1.3626608252525327 -4.3147511482238761 0.94570809602737438 0.74994230270385753
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.026374622825660839 -0.065394099757951726 0.10668013869634413 0.01211306480632468 -0.0067463472449802095 0.073284682795224251 -0.055212813844051682 0.013492601747827543
leaf_weight=0.95093332033138755 1.4191482972491933 0.75903901351921277 8.2674992846204969 9.9410994733916578 1.4962159428760067 2.118703836473288 0.82506610118434753
leaf_count=35 103 60 257 366 58 74 47
internal_value=0 0.0088235 0.0200652 -0.00685716 0.0345583 -0.0152611 -0.0363921
internal_weight=0 11.2708 9.02654 14.507 2.44715 12.0598 2.24421
internal_count=1000 467 317 533 93 440 150
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=8
num_cat=0
split_feature=31 17 12 31 27 16 11
split_gain=0.154853 0.300977 0.320774 0.242003 0.491858 0.328678 0.193798
threshold=1.3691098093986513 -0.36764360964298243 0.53920793533325206 -0.1249653398990631 1.0865690112113955 -1.8235858082771299 1.2296399474143984
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=0.013867687649114883 -0.073222654681532218 0.077920377647437977 0.04125780038081911 -0.10064476006784216 -0.051374159796307418 -0.010030269954132661 0.0041986672545627751
leaf_weight=10.994026031801701 0.52357748062058851 0.98041622649179661 0.4596148910059128 0.41647486723377269 1.2912679208529869 10.300985386169485 0.5604028508241754
leaf_count=401 27 32 14 13 55 434 24
internal_value=0 0.023523 -0.0197062 -0.00256986 0.00701033 -0.0135515 0.0511075
internal_weight=0 2.52401 0.983192 23.0028 12.2853 10.7175 1.54082
internal_count=1000 97 41 903 456 447 56
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=5
num_cat=0
split_feature=20 5 12 0
split_gain=0.155126 0.202402 0.326523 0.266074
threshold=1.9680437445640566 -3.3303779363632198 0.095968864858150496 3.9563815593719487
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.08420635310558483 0.050751692724628553 -0.00092562838046447618 0.008225752923316695 0.057099921019965631
leaf_weight=0.739326447739592 0.58840119588421558 22.438208668465453 0.79114872820719029 0.81909507676027615
leaf_count=43 18 869 43 27
internal_value=0 -0.00120008 -0.0364254 0.00111796
internal_weight=0 24.7878 1.53048 23.2573
internal_count=1000 982 86 896
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=8
num_cat=0
split_feature=11 10 6 3 5 7 6
split_gain=0.147134 0.393238 0.494257 0.3886 0.352935 0.626813 0.47502
threshold=-0.056552402675151818 0.88901996612548839 1.1451571583747866 1.0190169811248782 -0.15890216827392575 -1.6289549469947813 -0.80244350433349598
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0091336600711251197 -0.05075669525230872 -0.081387663259204268 0.066226253465003701 0.0064226391450147623 -0.0082076445176262267 0.080165729890298007 0.0060822857906973303
leaf_weight=6.4252292374221742 1.7014096989332745 1.312105347928082 1.0066595154603417 0.81827824999345455 1.6218744249345038 1.5888366554099764 10.826706393883795
leaf_count=275 77 79 50 81 39 77 322
internal_value=0 -0.00978348 0.00107394 -0.0476598 0.00594401 0.0355244 -0.00163686
internal_weight=0 9.56227 7.43189 2.13038 15.7388 3.21071 12.5281
internal_count=1000 485 325 160 515 116 399
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=8
num_cat=1
split_feature=8 4 0 30 6 11 0
split_gain=0.141741 0.382195 0.440587 0.427938 0.337516 0.348585 0.177102
threshold=0 0.61790910363197338 0.23862367868423465 0.87502706050872814 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0018262753505277288 -0.010438226701109386 0.0022325163273886899 0.054880502407886167 -0.074202309708594955 -0.10280970829485754 0.030237918598953875 -0.012945968112542642
leaf_weight=2.6810721003203071 10.823336393365024 4.3553701116634329 2.8021207667297858 0.88057992391986761 0.53018854770925905 2.6160621378585338 0.37401671125553548
leaf_count=138 356 139 193 33 46 78 17
internal_value=0 0.00870105 0.0271531 -0.0106223 -0.00649925 -0.00252036 -0.0656383
internal_weight=0 10.7191 5.48319 5.23595 14.3436 13.4394 0.904205
internal_count=1000 503 331 172 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=8
num_cat=0
split_feature=22 11 15 30 21 14 17
split_gain=0.151326 0.361952 0.506261 0.478549 0.314554 0.378096 0.369321
threshold=0.26117700338363653 0.95515820384025585 -0.83670252561569203 -0.75394436717033375 0.29127179086208349 -0.41623453795909876 -1.6738155484199522
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.026306616851457167 0.076975530194996478 -0.047474486037177632 -0.036711417448822573 0.020273712107835132 -0.0087849612870412232 0.0531372996987588 -0.013113624817715268
leaf_weight=1.6499131775635758 0.49693400666001242 1.2518377689993938 5.6073051251732995 6.2388529446470784 1.5655296422410172 2.6640785756535479 5.3989327340259461
leaf_count=80 21 52 262 199 64 99 223
internal_value=0 -0.00646832 -0.0223844 0.00895169 0.00940805 0.0302177 -0.00552045
internal_weight=0 14.7479 7.25722 7.49069 10.1255 4.22961 5.89587
internal_count=1000 593 342 251 407 163 244
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=8
num_cat=0
split_feature=9 4 13 6 10 16 5
split_gain=0.14568 0.480301 0.522968 0.438912 0.410943 0.24254 0.000671978
threshold=0.3670168817043305 -2.5852311849594112 -0.041565617546439164 -2.0841283798217769 -4.5996222496032706 -0.26312817633152003 -2.4508166313171382
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00014685037113743173 0.10977487521716277 0.026563383582576944 -0.018361925048691951 -0.082967983048067503 -0.0075354094564596356 0.093993142946318123 0.10222599509600881
leaf_weight=0.48726574069587514 0.19624409839161672 5.1793171398403492 5.1852964674908426 0.76871232956182112 11.938874681432937 0.63333846947716554 0.29545768800744454
leaf_count=21 6 203 210 33 454 25 48
internal_value=0 0.00866908 0.00408777 -0.00680796 -0.0120985 0.0531865 0.105239
internal_weight=0 10.8563 10.3646 13.8282 12.7076 1.1206 0.491702
internal_count=1000 467 413 533 487 46 54
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=7
num_cat=0
split_feature=13 7 13 22 29 29
split_gain=0.150839 0.514309 0.453462 0.253657 0.405241 0.396759
threshold=1.3883623480796816 -1.6642212867736814 1.4956029057502749 0.58588045835495006 0.51327875256538402 0.70162639021873485
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.020574516020302268 0.074208627012972705 0.067864550497508613 -0.052418104491682306 0.028755899074195748 0.013511777242699053 -0.031347359395623609
leaf_weight=10.614599843544061 1.1120735788717868 0.45065228478051622 1.0292900478380032 4.6705972887357339 5.1947356427117475 1.4360114690534826
leaf_count=455 34 17 45 194 190 65
internal_value=0 0.0228221 -0.0157912 -0.00268791 -0.00937422 0.0146222
internal_weight=0 2.59202 1.47994 21.9159 15.8093 6.10661
internal_count=1000 96 62 904 645 259
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=6
num_cat=0
split_feature=22 27 22 22 30
split_gain=0.143222 0.401261 0.311112 0.343326 0.223791
threshold=-1.4049233794212339 0.59481739997863781 -1.1611655354499815 -1.0270571708679197 -0.090606000274419771
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=-0.047762766423281269 -0.065339512206184891 0.09549218885185233 0.056814231740229593 -0.0027679244466788195 0.036592963289170499
leaf_weight=0.61924366299353995 0.75373518328706524 0.58205317877582263 1.0144105027429855 20.739056486167094 0.63904575482593173
leaf_count=30 32 20 36 852 30
internal_value=0 0.026837 -0.00217796 1.05184e-05 -0.00492114
internal_weight=0 1.84034 22.5072 21.7535 1.25829
internal_count=1000 80 920 888 60
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=5
num_cat=0
split_feature=13 0 4 9
split_gain=0.142698 0.154294 0.378916 0.293802
threshold=-1.9400736093521116 -1.608339190483093 -0.97413113713264454 1.555183529853821
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.06029653754096586 0.078254169086202488 -0.0037569220800298142 -0.044503345197714664 0.027069341495154532
leaf_weight=0.38650625805894634 0.29303362075006623 18.061868610933747 1.7717764411245323 3.7303703953584764
leaf_count=24 22 671 124 159
internal_value=0 -0.000955577 -0.0270818 0.00151988
internal_weight=0 23.857 2.06481 21.7922
internal_count=1000 976 146 830
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=5
num_cat=0
split_feature=29 29 26 29
split_gain=0.138087 0.217115 0.44635 0.256699
threshold=-2.0384702682495113 -0.88508096337318409 0.49312175810337072 -0.12295129895210265
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.05081999883257992 -0.049656918118387017 0.018876202774957954 0.032635400043565375 -0.0050728791878962764
leaf_weight=0.52351206779713066 2.2397414799816064 6.614376463850939 0.93394956262636686 13.84067612568105
leaf_count=20 107 276 45 552
internal_value=0 -0.00110444 -0.02544 0.00267133
internal_weight=0 23.6287 3.17369 20.4551
internal_count=1000 980 152 828
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=7
num_cat=0
split_feature=24 16 4 25 26 7
split_gain=0.132743 0.303152 0.338803 0.271784 0.309399 0.28597
threshold=0.29935918748378759 -1.6970821619033811 2.6206307411193852 0.95483565330505382 0.19899491220712665 -0.24360075592994687
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.01189349744441285 -0.078886754159623929 0.02075806972694802 -0.053275471745197478 -0.068421211628465289 -0.018806957774177013 0.00769516504694716
leaf_weight=8.3030115379660874 0.3643287657178006 7.2137348965643451 0.67607766129367508 1.277706539614883 5.429165936946446 0.80428925863816303
leaf_count=320 21 302 31 62 221 43
internal_value=0 0.0102959 0.0144141 -0.00534883 -0.000244262 -0.0390169
internal_weight=0 8.25414 7.88981 15.8142 13.7322 2.082
internal_count=1000 354 333 646 541 105
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=8
num_cat=1
split_feature=8 4 13 16 5 2 9
split_gain=0.139008 0.329387 0.467091 0.374929 0.280158 0.542833 0.453744
threshold=0 1.581968426704407 0.20118774473667148 0.5102781653404237 -1.2619942426681516 2.1161124706268315 1.3687919378280642
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0060281950045107599 -0.04549106799148115 0.013211700886472492 -0.067413682271490361 0.056493336133347873 -0.0058343387671437293 0.027869900509105941 0.055845169022894214
leaf_weight=5.1851536816684529 3.6622091345998351 1.793834679941938 1.1987212457170242 2.0559294434733602 7.2272018617295526 1.3920292534348844 1.4284253304140291
leaf_count=274 153 63 40 126 237 51 56
internal_value=0 0.00882314 -0.0190842 0.0203565 -0.00657901 -0.0252861 0.00434454
internal_weight=0 10.2336 2.99256 7.24108 13.7099 5.05424 8.65563
internal_count=1000 503 103 400 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=6
num_cat=0
split_feature=3 10 12 6 6
split_gain=0.1358 0.31812 0.317857 0.349404 0.299988
threshold=-0.24213722348213193 -5.6221578121185294 -2.298059225082397 -1.5970541238784788 1.7042843699455263
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.076326440087966727 -0.083555473665396562 0.013074689801986518 0.03440086117718346 -0.023714915436240845 -0.030461543913135172
leaf_weight=0.40300576493609686 0.39048221055418331 13.236802786355833 1.224002227088931 6.6827624908310117 1.7976550297753426
leaf_count=11 15 511 73 280 110
internal_value=0 0.00555469 -0.0103029 -0.0147183 0.00786911
internal_weight=0 15.4249 8.30977 7.90676 15.0345
internal_count=1000 636 364 353 621
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=7
num_cat=0
split_feature=31 14 12 22 5 24
split_gain=0.133444 0.279523 0.35758 0.235303 0.311433 0.269568
threshold=1.3691098093986513 0.81121668219566356 0.18951624631881717 1.4963601827621462 -2.1253163814544673 -0.55970510840415943
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.023064577633793881 -0.06087396036225147 0.074370037905519118 0.037241168966826402 -0.03803212246099346 0.059021427206368306 0.0022884117097776171
leaf_weight=6.0700182514083361 0.60678357905271629 0.72309613495599467 0.95774899297975935 0.45002425438724447 1.2462140559582611 13.568171210172295
leaf_count=254 38 28 31 15 45 589
internal_value=0 0.0229526 -0.000811506 -0.00246151 0.0332724 -0.00554801
internal_weight=0 2.28763 1.56453 21.3344 1.69624 19.6382
internal_count=1000 97 69 903 60 843
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=7
num_cat=0
split_feature=13 7 25 30 0 22
split_gain=0.136123 0.420826 0.404367 0.232298 0.372926 0.342445
threshold=1.3883623480796816 -1.6642212867736814 0.033471057191491134 0.55339282751083385 -0.10111981630325316 0.56315755844116222
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0059861616670507916 0.070602676124840655 -0.065403433636421288 0.042266223728687581 -0.06128665635801564 -0.0039691016877583416 0.026534259715051502
leaf_weight=10.787709576477942 1.0384138962836007 0.72289963973162119 0.67404983447340783 1.573153086894308 4.0768543982594556 4.6267690837612454
leaf_count=444 34 34 28 100 163 197
internal_value=0 0.0223885 -0.0134512 -0.00258273 -0.0199282 0.00377508
internal_weight=0 2.43536 1.39695 21.0645 5.65001 15.4145
internal_count=1000 96 62 904 263 641
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=8
num_cat=1
split_feature=8 4 19 11 31 12 17
split_gain=0.1363 0.313193 0.386216 0.372729 0.254981 0.417529 0.321746
threshold=0 0.45788866281509405 0.13681121915578845 -0.63245621323585499 1.3691098093986513 0.38067720830440527 -0.26058036088943476
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0019055490747802704 0.0020018099548279331 -0.032603877912285188 0.02370314909275624 0.056807159036637279 -0.028963567086292465 -0.03754000313546587 0.068325628000152766
leaf_weight=2.7569883606975054 7.8474996313270804 2.8903274003059778 2.105590172635857 2.2423199169097643 0.53585677593218861 4.047774488608411 0.92967431608121909
leaf_count=192 303 100 78 133 21 144 29
internal_value=0 0.00883488 -0.0088726 0.0265304 -0.00660469 -0.0114536 0.0327528
internal_weight=0 9.99523 4.99592 4.99931 13.3608 11.8953 1.46553
internal_count=1000 503 178 325 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=6
num_cat=0
split_feature=3 11 9 2 10
split_gain=0.147046 0.140497 0.348786 0.338183 0.101147
threshold=-2.7369303703308101 -1.0592629313468931 -0.50164487957954396 -2.6145871877670284 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.014309150090516627 -0.035905816051347142 0.10990425397715552 0.010295140555703018 0.0042363736481162142 -0.10247220646918112
leaf_weight=0.30466047921800055 3.0418907476123422 0.30880904570222689 3.530511456319803 15.766062153699743 0.22715883619275956
leaf_count=27 147 5 226 570 25
internal_value=0 0.00122999 -0.0110879 0.00626632 -0.0519667
internal_weight=0 22.6473 6.5724 16.0749 0.531819
internal_count=1000 948 373 575 52
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=6
num_cat=0
split_feature=3 12 5 10 2
split_gain=0.133789 0.321877 0.343942 0.244446 0.292982
threshold=-0.49797442555427546 -2.298059225082397 0.47640135884284979 -4.9047172069549552 -0.57413148880004872
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.088945355021818939 -0.056282492438750553 -0.030329381055245675 0.020250924043870813 0.042694658508320327 0.0021165829414408551
leaf_weight=0.30467934708576638 0.62537189107388869 4.7992168234268346 1.8675181184898972 2.0507610914028236 13.443886471663053
leaf_count=8 25 212 104 110 541
internal_value=0 -0.011567 -0.0161606 0.00501328 0.00748721
internal_weight=0 6.97141 6.66673 16.12 15.4946
internal_count=1000 324 316 676 651
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=8
num_cat=0
split_feature=4 9 11 9 2 5 27
split_gain=0.128384 0.724904 0.474958 0.401067 0.333237 0.427116 0.363716
threshold=-1.6112870573997495 -0.89385390281677235 -3.5487818717956539 -3.0424852371215816 3.0348654985427861 0.74994230270385753 -0.067954868078231798
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.090616363788576348 -0.019081668234917998 -0.021902174931447825 0.084067253415669937 -0.00033561164196800993 0.07129340744404207 0.021996548008186956 -0.0093408755017904879
leaf_weight=0.57968551479280028 11.405276822075395 0.56446665233852433 1.6870942260356994 3.2556142006651498 1.1325021178927275 3.2531545090623686 1.1054306292571698
leaf_count=27 432 58 103 132 51 143 54
internal_value=0 0.0124604 0.0575007 -0.0139811 -0.00447784 -0.00996515 0.031464
internal_weight=0 6.08686 2.25156 3.8353 16.8964 14.6584 2.23793
internal_count=1000 320 161 159 680 575 105
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=6
num_cat=0
split_feature=5 3 5 3 29
split_gain=0.129878 0.159879 0.591691 0.265652 0.143152
threshold=-3.7824122905731197 2.6622943878173833 -0.67728805541992176 2.557470560073853 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0083622204050048162 0.0003016121128388048 -0.011594586999198282 0.093360863961632512 -0.07325137196935913 -0.083955496194377963
leaf_weight=0.3018807577136613 19.231600886039821 1.4954996554224638 0.83818728313417423 0.50390196547959831 0.37865422208051569
leaf_count=19 813 59 65 15 29
internal_value=0 0.00135044 0.0261021 -0.0015764 -0.043004
internal_weight=0 22.0692 2.33369 19.7355 0.680535
internal_count=1000 952 124 828 48
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=6
num_cat=0
split_feature=22 27 22 22 13
split_gain=0.125595 0.361017 0.245496 0.275979 0.183069
threshold=-1.4049233794212339 0.59481739997863781 -1.1611655354499815 -1.0270571708679197 0.28070284426212316
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.024228925116415213 -0.060815265929556953 0.094439884641604993 0.053426753491047523 -0.0026461338868997725 -0.058588418865744042
leaf_weight=0.75885673264565656 0.68861915696470788 0.53212047142733343 0.91948655704619398 19.33615181989807 0.41173589395475574
leaf_count=42 32 20 36 852 18
internal_value=0 0.0261446 -0.00209697 -0.000100755 -0.00490066
internal_weight=0 1.70271 20.9443 20.2556 1.17059
internal_count=1000 80 920 888 60
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=7
num_cat=0
split_feature=3 4 25 10 0 6
split_gain=0.120683 0.309115 0.322135 0.27802 0.528075 0.510356
threshold=-0.24213722348213193 -3.3705158233642574 -0.87374433875083912 1.819823205471039 0.16223448514938357 1.7133946418762209
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.057715221958570817 0.0030971641286869573 0.028246993734883364 -0.025887034009442783 -0.001114348437764204 0.07280823161451376 -0.08025313369973755
leaf_weight=0.62138048274209712 9.8352795088430831 1.3515843307250177 5.8879634759723585 2.4865728205513724 1.580662385889809 0.79391248456522667
leaf_count=38 339 51 275 159 100 38
internal_value=0 -0.00997091 -0.0157805 0.00537966 0.0276144 -0.00312841
internal_weight=0 7.86093 7.23955 14.6964 4.06724 10.6292
internal_count=1000 364 326 636 259 377
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=7
num_cat=1
split_feature=8 7 27 26 3 3
split_gain=0.122869 0.313779 0.366081 0.288428 0.255486 0.268351
threshold=0 -0.53416204452514637 -0.99950659275054921 -0.039635069668292992 3.0217821598052983 2.6349928379058842
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.053909432615025503 -0.0064594979538852727 0.0077074416390612108 0.0076944021137047187 0.073699502373909362 -0.063321860998665228 0.058990330853368272
leaf_weight=1.1595676637953145 11.41837067851338 1.4569505939361991 5.7380791314899398 1.2142865125770184 0.7420210585951289 0.66281305367010723
leaf_count=45 439 118 229 111 35 23
internal_value=0 0.00860718 -0.00266186 0.037706 -0.00636686 -0.00286871
internal_weight=0 9.56888 6.89765 2.67124 12.8232 12.0812
internal_count=1000 503 274 229 497 462
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.122835 0.297284 0.199354
threshold=-2.0173729658126827 -1.7747542858123777 -0.49797442555427546
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.04700022323278031 -0.079063225590801534 -0.014013398677337394 0.007032752025807526
leaf_weight=0.54327614256181078 0.47881172373309056 6.4748164989159784 14.761712467352474
leaf_count=24 20 315 641
internal_value=0 -0.0011409 0.00061598
internal_weight=0 21.7153 21.2365
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=8
num_cat=0
split_feature=0 28 29 9 6 7 4
split_gain=0.125666 0.334854 0.35105 0.214047 0.608434 0.282682 0.174146
threshold=-1.608339190483093 -0.014420712832361458 0.26661542057991033 1.2183623313903811 -1.5804541110992429 0.88489025831222545 0.33313298225402838
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.019425368060450417 -0.009625217173854568 -0.080025339402238271 0.056217009662400334 -0.048095256820280208 0.040134454704290168 0.025115373529361218 -0.10299808910943015
leaf_weight=0.46270758337777784 12.749254499623932 0.26152790657215774 0.68311902459390694 0.99491097417194385 3.645446168491616 2.8693337369440988 0.54069523908947303
leaf_count=31 472 30 39 53 155 168 52
internal_value=0 -0.0242318 0.018498 0.00235982 0.0212177 -0.00324293 -0.0644595
internal_weight=0 1.94805 0.944647 20.2589 4.64036 15.6186 1.0034
internal_count=1000 152 69 848 208 640 83
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=8
num_cat=0
split_feature=19 15 15 3 11 30 5
split_gain=0.126381 0.404495 0.402143 0.526689 0.384606 0.370982 0.336787
threshold=0.17471633106470111 0.42414110898971563 0.74613836407661449 1.5082014799118044 -0.70885902643203724 -0.066120412200689302 0.78740841150283825
decision_type=2 2 2 2 2 2 2
left_child=2 5 6 -4 -3 -2 -1
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.024546107210955782 -0.001212316637417734 -0.071586317405847824 0.052728913351125443 -0.044719339214155884 0.0045280049515934945 0.04826709729609395 0.021546379986214944
leaf_weight=8.1830133696894354 2.9841419329932251 1.0014233874317144 2.0931913636741224 0.75457269115577208 1.9695088009757453 3.078597408384665 1.9661245275574391
leaf_count=341 144 65 81 37 78 142 112
internal_value=0 0.00910006 -0.00629924 0.026908 -0.0211281 0.0239128 -0.0156169
internal_weight=0 9.03367 12.9969 2.84776 2.97093 6.06274 10.1491
internal_count=1000 429 571 118 143 286 453
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=5
num_cat=0
split_feature=26 14 20 18
split_gain=0.117905 0.280408 0.190723 0.197092
threshold=1.5869815945625307 0.35118725895881658 1.9680437445640566 -0.47305124998092646
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=-0.013974017544495938 -0.072705628773562181 0.017391072170682666 0.065786702401452304 0.0072898050669344908
leaf_weight=6.4192579106975325 0.70015658079500898 0.68184557187487371 0.45720050949603219 13.581599244753306
leaf_count=295 31 28 16 630
internal_value=0 -0.0282542 0.00192502 0.000465199
internal_weight=0 1.382 20.4581 20.0009
internal_count=1000 59 941 925
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=6
num_cat=0
split_feature=18 18 0 3 24
split_gain=0.115187 0.290034 0.328196 0.25818 0.233385
threshold=-1.5012420415878294 -0.79747301340103138 1.6552234292030337 0.24225854873657229 -1.4793840646743772
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.013332924935570379 -0.054046168641161033 0.042801353038958684 0.021477934008938958 0.070115031562884622 -0.00052465444044554217
leaf_weight=0.76907126978039986 1.9674080209970299 1.3468881522021643 0.81322631041984994 0.71587110538894194 16.16588253628651
leaf_count=35 115 63 33 33 721
internal_value=0 -0.00195617 -0.0319583 0.0268962 0.0028075
internal_weight=0 20.2934 2.78063 1.48494 17.5128
internal_count=1000 932 148 68 784
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=5
num_cat=0
split_feature=29 29 26 22
split_gain=0.130035 0.165518 0.372379 0.233363
threshold=-2.0384702682495113 -0.88508096337318409 0.49312175810337072 -1.8721634149551389
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.051717913166631602 -0.047436567951935654 0.071754565414515886 0.032105021733825352 0.00047902363874769213
leaf_weight=0.47568383399630221 1.9753811504979268 0.47144304970425821 0.83835674367946911 17.920528313592506
leaf_count=20 107 28 45 800
internal_value=0 -0.00114956 -0.0237371 0.00230604
internal_weight=0 21.2057 2.81374 18.392
internal_count=1000 980 152 828
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=8
num_cat=0
split_feature=25 21 7 14 4 4 0
split_gain=0.115198 0.389304 0.464678 0.410038 0.37351 0.496153 0.460901
threshold=0.10375598073005678 0.099660724401474013 -1.6289549469947813 -1.3549321293830869 1.5504462718963625 1.1301271319389345 0.58521056175231945
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.0067243889397997705 -0.082946219312836356 -0.056265510125272367 0.010712188496058435 0.035258382121640466 -0.084167173140150792 0.059282556993721473 0.00465122548071844
leaf_weight=8.4747988866511168 0.31339372196816828 1.5976147016190223 2.9457795371272368 4.6147722507757845 1.2391833982173914 1.3155422532581713 1.1054619392962193
leaf_count=395 15 71 156 221 58 40 44
internal_value=0 0.00827527 -0.0128395 0.0277415 -0.00644055 0.00214506 -0.0422908
internal_weight=0 9.47156 4.54339 4.92817 12.135 9.79034 2.34465
internal_count=1000 463 227 236 537 435 102
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=8
num_cat=1
split_feature=8 4 11 16 31 12 12
split_gain=0.128163 0.282945 0.319673 0.299729 0.244438 0.315868 0.306215
threshold=0 0.45788866281509405 -0.63245621323585499 -0.11088475584983824 1.3691098093986513 0.079420387744903578 0.27298769354820257
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0029590338135852285 0.0041574455985756778 0.019464909146468146 0.056201911805623263 -0.032451476499008515 -0.031213482211173038 -0.029853026236877994 0.068377506364704035
leaf_weight=2.5460656258983363 5.9017476522931229 2.041410270333472 2.0242069278392592 2.4426502407659427 0.4756395431977587 5.0823438363913738 0.87982934783212841
leaf_count=192 252 81 133 97 31 195 19
internal_value=0 0.00903064 0.0265407 -0.00881606 -0.006635 -0.0115792 0.0334306
internal_weight=0 9.05433 4.57027 4.48406 12.3396 10.9841 1.35547
internal_count=1000 503 325 178 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=5
num_cat=0
split_feature=3 0 26 17
split_gain=0.117007 0.132714 0.179331 0.0913361
threshold=-2.7369303703308101 3.7561185359954838 1.9975859522819521 -0.040829516947269433
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=0.0064179719988282438 0.0011019678243917017 0.038120232476921499 -0.053884218979710519 -0.083152354469565828
leaf_weight=0.18485582061111927 19.217175473879259 0.92680717373150301 0.612015904065628 0.29636224219666729
leaf_count=18 885 35 28 34
internal_value=0 0.00113359 -0.000595147 -0.0487447
internal_weight=0 20.756 19.8292 0.481218
internal_count=1000 948 913 52
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=8
num_cat=0
split_feature=31 31 11 27 11 29 4
split_gain=0.114959 0.434929 0.392321 0.367658 0.405574 0.280645 0.137323
threshold=-0.1249653398990631 0.38249349594116216 -2.657573819160461 1.0865690112113955 -1.9419997930526731 0.51846581697464 -0.77281033992767323
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 -5
right_child=1 5 -4 6 -6 -7 -8
leaf_value=-0.026148094775067333 0.04741197287709726 -0.0054716798357142098 -0.050236481075424 -0.086242203483368113 0.024906029083948143 0.038116513146383889 -0.014198893407819872
leaf_weight=1.9801662821882917 0.47804940008791197 5.4281408859824296 2.953061100818557 0.50055432264343835 7.2639185428161026 2.0293738743494032 0.56122877137749927
leaf_count=133 37 268 150 31 268 89 24
internal_value=0 -0.00716661 -0.0366313 0.00756851 0.0139698 0.00638974 -0.0481621
internal_weight=0 10.8886 3.43111 10.3059 9.24408 7.45751 1.06178
internal_count=1000 544 187 456 401 357 55
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=6
num_cat=0
split_feature=22 22 5 24 4
split_gain=0.117963 0.271482 0.277394 0.265908 0.276379
threshold=0.26117700338363653 0.21051723510026935 -3.3947547674179073 1.6863377690315249 1.5504462718963625
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.073470534654051081 0.013806772469510157 -0.074287108197342133 0.00028594327736257023 0.080369042801321372 -0.032363061955257899
leaf_weight=0.53403611955036367 6.5347982746388844 0.56025025187409561 11.288987582771369 0.49171754304188731 1.6174592025827221
leaf_count=41 310 24 528 20 77
internal_value=0 -0.00626872 -0.00304558 0.00895391 0.00464639
internal_weight=0 12.3833 11.823 8.64398 8.15226
internal_count=1000 593 569 407 387
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=7
num_cat=0
split_feature=9 4 9 4 3 28
split_gain=0.113846 0.526735 0.428368 0.504856 0.362705 0.199179
threshold=-2.3239196538925166 0.52956873178482067 -1.8577739000320432 -2.2204345464706416 0.48349601030349737 1.0607620477676394
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.057556520750226395 0.0076411979133367038 0.069249093711701334 0.045905729753589732 -0.0079179066946339065 0.10935096910226223 0.018925951273860528
leaf_weight=1.6731676417257437 0.74033521240926947 0.53383217338705424 1.9731548798554364 14.920594485529353 0.66604058827942936 0.4275029795244335
leaf_count=87 31 29 151 665 21 16
internal_value=0 -0.0194509 0.00278296 -0.00163142 0.0558096 -0.0419917
internal_weight=0 2.6345 18.3001 16.8937 1.40638 2.10067
internal_count=1000 132 868 816 52 103
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=8
num_cat=1
split_feature=8 7 24 22 5 2 9
split_gain=0.117972 0.273852 0.399224 0.293799 0.223526 0.44336 0.349348
threshold=0 -0.80342191457748402 1.6863377690315249 0.11495012417435647 -1.2619942426681516 2.1161124706268315 1.3687919378280642
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.010386338155042557 -0.044140188267654312 0.0092192394714417664 0.090095035746010965 0.075921427073148418 -0.0058052104452104066 0.026814590496190512 0.051273497347744029
leaf_weight=5.5757724260820396 3.1687515577341401 1.734923063846509 0.42558843828737725 1.066136920606368 6.2774012260415475 1.219558706077805 1.2931821444726663
leaf_count=247 153 136 13 107 237 51 56
internal_value=0 0.0087895 -0.00326067 0.0346074 -0.00646406 -0.0244211 0.00394479
internal_weight=0 8.80242 6.00136 2.80106 11.9589 4.38831 7.57058
internal_count=1000 503 260 243 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=7
num_cat=0
split_feature=11 4 5 7 7 9
split_gain=0.115175 0.211785 0.163954 0.392258 0.384693 0.153624
threshold=-4.8831543922424308 -4.2021732330322257 -0.94487735629081715 -1.3431769609451292 -1.0387114286422727 -0.50164487957954396
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.057043192147901094 0.015206796549968869 -0.092580565689323657 -0.010989945786708658 -0.026882425059142786 0.027627626903616427 -0.012611985072716152
leaf_weight=0.22547738398134243 4.0059911031348747 0.45782457618042827 4.6603927795476947 4.9507144438612194 5.7773452186120204 0.5054315624693142
leaf_count=25 175 26 194 244 283 53
internal_value=0 -0.0301987 0.00186796 -0.00805753 0.0103851 -0.0506201
internal_weight=0 1.18873 19.3944 8.95671 10.4377 0.963256
internal_count=1000 104 896 419 477 79
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=7
num_cat=0
split_feature=13 7 25 7 5 10
split_gain=0.111694 0.344577 0.313513 0.181341 0.617538 0.302016
threshold=1.3883623480796816 -1.6642212867736814 0.033471057191491134 0.25074130296707159 -0.59729230403900135 -4.4574854373931876
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.062669259489826781 0.068475887336128027 -0.062089436993235304 0.039541820542435317 -0.023493692698827281 0.047141872082514732 -0.0043889665424705253
leaf_weight=0.95774411701131867 0.90450691065052558 0.62886990900733397 0.58670893398812041 2.3433570790257363 2.6232347654058676 12.419318310954624
leaf_count=54 34 34 28 128 170 552
internal_value=0 0.0217398 -0.0130363 -0.00250326 0.0138143 -0.0085616
internal_weight=0 2.12009 1.21558 18.3437 4.96659 13.3771
internal_count=1000 96 62 904 298 606
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=8
num_cat=0
split_feature=11 9 7 5 7 6 21
split_gain=0.115445 0.306099 0.428696 0.242096 0.486233 0.371576 0.201678
threshold=-0.056552402675151818 -2.2834039926528926 2.3343892097473149 -0.15890216827392575 -1.6289549469947813 -0.69330593943595875 0.20269078016281131
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.093656708760495658 -0.044720277433807659 -0.0081715671263261937 0.095839149452455932 -0.0088250494647718492 0.078222553414097687 0.0072936926258073383 -0.0080729554723574671
leaf_weight=0.65622869448270627 1.6380131915102545 6.0399438224058057 0.42409592823241826 1.3273934674798513 1.2422215634578577 8.5029958779850841 0.47439130372367799
leaf_count=30 84 374 50 39 77 315 31
internal_value=0 -0.00974379 -0.00134758 0.00583931 0.0332561 -0.0011078 -0.057747
internal_weight=0 7.59466 6.46404 12.7106 2.56962 10.141 1.13062
internal_count=1000 485 424 515 116 399 61
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=6
num_cat=0
split_feature=3 20 14 30 4
split_gain=0.11136 0.126436 0.267899 0.223184 0.0880083
threshold=-2.7369303703308101 -1.1364628076553343 0.042908877134323127 -1.713110029697418 -0.31387105584144587
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0046658393618432305 0.053489569386395409 -0.063703334923668864 -0.01531647800971871 0.00030071241672650217 -0.093092607750355744
leaf_weight=0.22369435545988381 1.2852072321220505 0.56305842844086385 1.0110179495604823 16.814072715596915 0.22653448417077271
leaf_count=18 52 27 64 805 34
internal_value=0 0.00114101 0.0231946 -0.00177316 -0.0491581
internal_weight=0 19.6734 2.29623 17.3771 0.450229
internal_count=1000 948 116 832 52
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=8
num_cat=0
split_feature=9 4 5 13 11 2 27
split_gain=0.10645 0.451758 0.436922 0.390894 0.363894 0.459665 0.330629
threshold=0.19106149673461917 -1.6327362060546873 1.5062254071235659 -0.041565617546439164 2.6943253278732304 0.19187331199645999 -0.22776252776384351
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.045505711274840474 0.099048225997146133 0.020128302364046616 -0.040446909564269606 -0.023768120979312253 0.088203463741724442 0.00051692359129375091 -0.0018942349641982447
leaf_weight=2.9341007585571788 0.91392082153470144 4.2805945067984785 0.2976678823979455 3.8560294844446608 0.76409666985273395 2.7473423531337176 4.2655772598463972
leaf_count=154 89 195 18 197 22 107 218
internal_value=0 0.00780823 0.0647765 -0.000674662 -0.00679502 0.0195977 -0.0196673
internal_weight=0 9.34821 1.21159 8.13662 10.7111 3.51144 7.19968
internal_count=1000 499 107 392 501 129 372
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=8
num_cat=1
split_feature=8 4 0 24 6 11 0
split_gain=0.113379 0.243096 0.30283 0.271521 0.223994 0.241757 0.159706
threshold=0 0.4314530491828919 0.23862367868423465 -0.54058271646499623 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.00047264313733254661 -0.010434405140715046 -0.040441508355044037 0.053166580396974042 0.011544369275399948 -0.10217928785673142 0.027150439656492394 -0.0064270813125497624
leaf_weight=2.1464556643986725 8.510653818415447 1.6103412585498516 2.0652206282884435 2.6713494000578066 0.40385791769222201 2.1421763794642166 0.30630495870718732
leaf_count=136 356 62 185 120 46 78 17
internal_value=0 0.00877162 0.0258297 -0.00800749 -0.00650156 -0.00287647 -0.0608798
internal_weight=0 8.49337 4.21168 4.28169 11.363 10.6528 0.710163
internal_count=1000 503 321 182 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=5
num_cat=0
split_feature=20 5 12 0
split_gain=0.106557 0.161936 0.213165 0.182696
threshold=1.9680437445640566 -3.3303779363632198 0.095968864858150496 3.7561185359954838
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.08010753487602551 0.04654291031743496 -0.00096259946698757856 0.0049865194258203261 0.047855395085729689
leaf_weight=0.58200236044286302 0.48041933041531493 17.263914091203336 0.59570093177899253 0.80222490843152527
leaf_count=43 18 863 43 33
internal_value=0 -0.00113697 -0.0370656 0.00120516
internal_weight=0 19.2438 1.1777 18.0661
internal_count=1000 982 86 896
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=5
num_cat=0
split_feature=29 30 4 30
split_gain=0.105488 0.1319 0.300046 0.26681
threshold=-2.0384702682495113 -1.2146136760711668 1.4679937958717348 -1.0931476950645445
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.048407813822853751 0.0016731507991761614 0.066669816026979786 -0.090731123344339915 -0.00091803647149147629
leaf_weight=0.44041265829582954 1.0713377163228894 0.60481218359928846 0.52292066284280725 17.029792372076365
leaf_count=20 65 28 23 864
internal_value=0 -0.00109023 -0.0286357 0.00140002
internal_weight=0 19.2289 1.59426 17.6346
internal_count=1000 980 88 892
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=7
num_cat=0
split_feature=13 13 19 3 10 20
split_gain=0.11109 0.305882 0.220306 0.166227 0.297377 0.267819
threshold=-1.2598152160644529 -1.3131613731384275 -0.29766309261322016 -0.49797442555427546 -1.6335809230804441 -1.0864183306694029
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.044310625535176618 0.0047994300070043974 0.10059188116185905 0.037614148594379247 0.044452227807059354 -0.042540886603467991 -0.0013135796794583768
leaf_weight=0.59260734309827956 2.8671505021120538 0.40234320353192998 0.73580321913323121 1.4452929747494678 2.4700817007624254 11.091544028255148
leaf_count=37 151 12 47 82 147 524
internal_value=0 0.0242035 0.0010673 -0.00232974 -0.0171098 0.00396247
internal_weight=0 1.73075 1.32841 17.8741 5.33723 12.5368
internal_count=1000 96 84 904 298 606
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=7
num_cat=0
split_feature=17 2 21 10 13 2
split_gain=0.111946 0.377478 0.244109 0.219863 0.214819 0.132461
threshold=-1.4139283299446104 0.45218512415885931 0.11800707876682283 -6.1436679363250724 1.3883623480796816 -0.71549201011657704
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.074012158223818861 -0.10376716917091203 0.027805427551839665 -0.063638511733239714 -0.0042167253687593852 0.032525174844970729 -0.014048009475149304
leaf_weight=0.83030747867451582 0.3316030801506713 0.6377128213207468 0.5383842644514516 15.049678477851559 1.7794409278867522 0.32666545521351764
leaf_count=37 16 32 23 785 83 24
internal_value=0 0.0223897 -0.014055 -0.00254939 -0.00033179 -0.0592441
internal_weight=0 2.0064 1.1761 17.4874 16.8291 0.658269
internal_count=1000 92 55 908 868 40
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=8
num_cat=1
split_feature=8 0 28 28 31 12 24
split_gain=0.106526 0.224266 0.355286 0.331282 0.209398 0.295168 0.226318
threshold=0 0.23862367868423465 -0.31815470755100245 0.17909467220306399 1.3691098093986513 0.53920793533325206 -0.13472241908311841
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.044455464624860497 -1.9645831985239253e-05 0.055617512669809549 0.015347103259222287 -0.001723851896370745 0.075208408617300243 -0.037838042802653737 -0.010319871270063567
leaf_weight=1.6092277060561171 6.9756038002942642 1.9151804025259478 2.5960890057540382 2.1259759286986082 0.61841672076843679 2.9309036406120867 0.61912496751756474
leaf_count=94 322 139 141 129 27 125 23
internal_value=0 0.00862868 -0.00753725 0.0254513 -0.00636356 -0.0112085 0.0324198
internal_weight=0 8.24647 4.20532 4.04116 11.144 9.90651 1.23754
internal_count=1000 503 235 268 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=8
num_cat=0
split_feature=31 27 31 11 20 7 21
split_gain=0.11087 0.359952 0.331286 0.290556 0.3613 0.320698 0.11721
threshold=-0.1249653398990631 1.2188372015953066 0.18357837945222857 0.67859104275703441 0.25876171886920935 1.6478592157363894 -0.015455608721822498
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.022090863344488298 -0.052129388939360768 0.011502071675763108 -0.0041217625946982188 0.0034658740255549951 0.058932278638271551 0.056526994342302322 0.078693795125174201
leaf_weight=3.7276029857675912 1.8058129699529653 0.47671600416288129 7.0459082269171631 3.1399489618670486 1.8760422286140963 0.60276764594709664 0.5700822257058451
leaf_count=211 101 33 375 115 78 52 35
internal_value=0 -0.0073579 -0.0139157 0.00782858 0.024211 -0.0111476 0.0480944
internal_weight=0 9.89852 8.85172 9.34636 5.01599 4.33037 1.0468
internal_count=1000 544 476 456 193 263 68
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=5
num_cat=1
split_feature=3 29 29 1
split_gain=0.100211 0.111465 0.156805 0.0834063
threshold=-2.7369303703308101 -1.7141830921173093 -1.1235041022300718 0
decision_type=2 2 2 1
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.086666203997337363 0.042760452483026803 -0.03998013926425862 0.0018684092964714812 0.0035961077975330026
leaf_weight=0.24108917193098023 0.62119434098713355 0.94482597240313282 17.103755718339009 0.17792485588870732
leaf_count=36 38 67 843 16
internal_value=0 0.00111116 -0.000322322 -0.0483383
internal_weight=0 18.6698 18.0486 0.419014
internal_count=1000 948 910 52
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=5
num_cat=0
split_feature=13 0 21 9
split_gain=0.0988275 0.11373 0.277995 0.227209
threshold=-1.9400736093521116 -1.608339190483093 0.74070978164672863 1.2183623313903811
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.057740873778891366 -0.05592659504513571 -0.0048509233535642014 0.033868468418559936 0.022375193791181285
leaf_weight=0.29207093917284765 1.0575192776755127 13.196568047000257 0.51154564237003786 3.9924966852049684
leaf_count=24 119 626 27 204
internal_value=0 -0.000879663 -0.0266517 0.00147288
internal_weight=0 18.7581 1.56906 17.1891
internal_count=1000 976 146 830
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=8
num_cat=0
split_feature=4 9 17 9 20 2 11
split_gain=0.103441 0.42512 0.421384 0.294284 0.323876 0.317226 0.140781
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -1.8577739000320432 0.1286912485957146 -2.481732845306396 -2.946575284004211
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.083793523320645671 0.095275290629731321 0.058686547439799668 0.0034363147915520299 0.087330686009744654 -0.017997372845677359 -0.015209391707746848 -0.018803757131703042
leaf_weight=0.46340340637834732 0.56380036073096451 1.9533300682833212 4.7064892115377024 0.31177416141144831 0.45705367135815322 9.341257835375016 1.1873194555373627
leaf_count=33 27 128 274 11 28 438 61
internal_value=0 0.00838103 0.0196413 -0.00649781 0.0445612 -0.0118975 -0.0370482
internal_weight=0 8.31054 6.65982 10.6739 1.02085 9.65303 1.65072
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=8
num_cat=1
split_feature=8 4 11 30 6 29 10
split_gain=0.102962 0.2245 0.306456 0.298233 0.20534 0.417676 0.267892
threshold=0 0.61790910363197338 -0.63245621323585499 0.94265824556350719 0.77008655667305004 -0.19384890794754026 1.819823205471039
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.00052318935228856038 -0.0056985600661770587 0.002822473275100277 0.055150123458044736 -0.07550771746711471 0.010904472937430819 -0.064521160192673538 0.045817297366293967
leaf_weight=2.3184314238624211 6.6687301742713316 3.2824845102454678 1.8435893764199134 0.57055615977151308 1.3926106826111211 1.5528200981680127 1.1894834085014734
leaf_count=195 279 143 136 29 60 95 63
internal_value=0 0.00861759 0.0247205 -0.00877662 -0.00634113 -0.0288596 0.0020993
internal_weight=0 8.01506 4.16202 3.85304 10.8036 2.94543 7.85821
internal_count=1000 503 331 172 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=6
num_cat=0
split_feature=5 11 3 11 29
split_gain=0.101876 0.129571 0.272303 0.218153 0.121467
threshold=-3.7824122905731197 4.6643924713134775 -0.40226960182189936 3.9955254793167119 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0094787828753383329 0.00088878004473989976 -0.025954895541222479 0.045076682217680825 -0.049384308097259771 -0.084573765712172871
leaf_weight=0.24993629200616851 14.70622397357738 0.79110828804550726 1.6982412416837167 0.91697686884435903 0.30473750120291043
leaf_count=19 819 32 71 30 29
internal_value=0 0.00131424 0.022503 -0.00206191 -0.0421936
internal_weight=0 18.1126 2.48935 15.6232 0.554674
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=5
num_cat=0
split_feature=15 18 18 27
split_gain=0.100643 0.147866 0.239836 0.230258
threshold=-2.5938820838928218 -1.5012420415878294 -0.79747301340103138 0.40907128155231481
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.077712477282220735 -0.00053893167840200241 -0.031261102422258817 0.0030462837166418972 0.089037440921103717
leaf_weight=0.16510250419378536 0.73160767358058609 2.3612842112729675 14.869302643858639 0.47216459148330614
leaf_count=8 39 147 780 26
internal_value=0 0.000712029 -0.00165521 0.0345963
internal_weight=0 18.4344 17.2306 1.20377
internal_count=1000 992 927 65
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=5
num_cat=0
split_feature=25 19 4 27
split_gain=0.100212 0.164795 0.290781 0.205748
threshold=-1.7371324896812437 -1.3991433978080747 -2.3301980495452876 -0.56510543823242176
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.039634512730894016 0.059557619423398878 0.018154678362109392 -0.062370670702913682 -0.0060447202160374145
leaf_weight=0.61725934335118182 0.24641333107138053 5.0195496755150151 0.94841515090957063 11.709090723624735
leaf_count=32 14 257 65 632
internal_value=0 -0.00134613 -0.037225 0.00121648
internal_weight=0 17.9235 1.19483 16.7286
internal_count=1000 968 79 889
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=8
num_cat=0
split_feature=9 6 4 7 3 6 5
split_gain=0.099916 0.379423 0.507701 0.256676 0.366486 0.283071 0.247687
threshold=0.19106149673461917 -1.2840110063552854 -1.6327362060546873 0.88489025831222545 2.6622943878173833 -2.2170965671539302 0.74994230270385753
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.021131923150441805 -0.063607439280113975 0.097923459286471878 0.0092323690161693617 0.10353981718595669 0.067915637249821706 0.0071232188301951277 0.011853278800302017
leaf_weight=7.1860872572615353 1.072257080402778 0.72098341103082919 6.1590420510283348 0.36883428592045708 0.49395098628701806 1.7458241413914946 0.73185670896782529
leaf_count=325 104 74 267 22 29 125 54
internal_value=0 0.0078229 0.0185266 -0.00691026 -0.0154047 0.02394 -0.032996
internal_weight=0 8.68414 6.88003 9.7947 7.68004 2.11466 1.80411
internal_count=1000 499 341 501 354 147 158
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=7
num_cat=0
split_feature=3 9 4 30 13 20
split_gain=0.103847 0.277651 0.227062 0.152003 0.229961 0.229594
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 1.2851886153221133 0.28954052925109869 1.8299899697303774
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.088853382286430582 0.0032497154414872806 0.030081317266308118 -0.074254886237376957 -0.052047805415946558 0.027566682507986592 0.082344780581137866
leaf_weight=0.17549699789378781 14.999246610578666 0.28306601243093599 0.79266798634762636 1.1348808044567693 0.53328352941025503 0.37620196250645754
leaf_count=9 780 17 82 53 38 21
internal_value=0 -0.0277734 -0.0468001 0.00207435 -0.0265964 0.00518499
internal_weight=0 1.25123 1.07573 17.0436 1.66816 15.3754
internal_count=1000 108 99 892 91 801
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=6
num_cat=0
split_feature=22 27 22 22 13
split_gain=0.100321 0.266 0.161739 0.207333 0.155442
threshold=-1.4049233794212339 0.59481739997863781 -1.1611655354499815 -1.0270571708679197 0.28070284426212316
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.026247036351608379 -0.055001574626711451 0.09348391876908739 0.050845516957912541 -0.0027837171384070478 -0.057854784438745283
leaf_weight=0.64309429991044698 0.55886796673803729 0.40993542456271825 0.75607231602771996 15.488758542031512 0.33385260278737405
leaf_count=42 32 20 36 852 18
internal_value=0 0.0258758 -0.0021074 -0.000287688 -0.00249313
internal_weight=0 1.38688 16.8037 16.2448 0.976947
internal_count=1000 80 920 888 60
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=6
num_cat=0
split_feature=13 13 22 13 20
split_gain=0.0989627 0.259261 0.208759 0.204424 0.176466
threshold=-1.2598152160644529 -1.3131613731384275 -0.57212424278259266 -1.187853932380676 -1.1364628076553343
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.085324245837868837 -0.081613228268125781 0.099234747094857384 -0.018370023700095869 0.029755379642151421 -0.0042674633267468674
leaf_weight=0.24200613865104958 0.31833486736286687 0.35468028274772478 0.98177951146499243 1.7032940973331339 14.520505803743612
leaf_count=20 16 12 64 106 782
internal_value=0 0.0239538 0.00213573 -0.00225267 -0.000695494
internal_weight=0 1.57847 1.22379 16.5421 16.2238
internal_count=1000 96 84 904 888
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=8
num_cat=0
split_feature=5 6 7 4 3 26 15
split_gain=0.0971375 0.308321 0.316636 0.277156 0.274908 0.27863 0.0717212
threshold=-0.94487735629081715 -0.69330593943595875 -2.702191829681396 -1.2004670500755308 2.8674793243408208 -1.2671917080879209 -0.36512978374958033
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.018608809090694355 -0.053456226865282279 0.043288443069780407 -0.010826099876267314 -0.086049123078920042 0.027312582123498519 0.0078180182019050998 0.1039681747737053
leaf_weight=0.36085597370401956 0.81055150942302212 1.3551429498184004 5.3501065072487135 0.84685471240845778 0.19004206264798995 8.7897358331315392 0.34118596566259007
leaf_count=19 45 65 261 83 18 475 34
internal_value=0 -0.00826679 0.000110546 -0.054778 0.00651949 0.00264464 0.0765453
internal_weight=0 7.91296 6.70525 1.20771 10.1315 9.60029 0.531228
internal_count=1000 428 326 102 572 520 52
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=6
num_cat=0
split_feature=3 10 2 25 18
split_gain=0.10095 0.229548 0.216927 0.21097 0.240411
threshold=-0.49797442555427546 -5.9636945724487296 -0.57413148880004872 -1.3538856506347654 1.2640730142593386
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.044377837746314611 -0.10255686169797347 0.040319144993110956 0.0014335627847587517 -0.012128911549619616 -0.098400572251071836
leaf_weight=0.60284746589604754 0.19544007210061032 1.6581659002331441 10.641128426272184 4.4581827277957045 0.34824270708486427
leaf_count=26 11 115 550 273 25
internal_value=0 0.00496744 0.00667604 -0.0113855 -0.0183796
internal_weight=0 12.4947 12.2993 5.40927 4.80643
internal_count=1000 676 665 324 298
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=6
num_cat=0
split_feature=5 9 6 7 29
split_gain=0.0954543 0.112867 0.459252 0.29003 0.09569
threshold=-3.7824122905731197 0.3670168817043305 -2.2170965671539302 -1.6887696981430051 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0039834560246493969 -0.036747160828675261 -0.055760205399723012 0.01954280892207777 0.0038133094599669959 -0.082194702387158994
leaf_weight=0.24002837292209733 2.3155969305935322 0.92169952135918709 6.6763207785993464 7.3865770272641367 0.27816350611465424
leaf_count=19 123 96 338 395 29
internal_value=0 0.00128066 0.010408 -0.00586717 -0.0422767
internal_weight=0 17.3002 7.59802 9.70217 0.518192
internal_count=1000 952 434 518 48
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=8
num_cat=1
split_feature=0 1 6 9 26 2 25
split_gain=0.0968767 0.35342 0.418787 0.323861 0.294288 0.375976 0.140252
threshold=-0.53437867760658253 0 -0.75322550535202015 2.2335890531539921 -0.85785791277885426 -0.49497580528259272 -0.50435936450958241
decision_type=2 1 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.084930580409187231 0.014324973365973874 0.02914246142372667 -0.025111821618209813 0.094285965452618942 0.05052598418873621 -0.042242848131197053 0.0019506268301567613
leaf_weight=0.3748978943349357 5.779703243151741 1.9281426261168242 5.4278289594358284 0.55518253221816838 0.52124652623751933 2.6989464675457411 0.44600772000558198
leaf_count=19 258 110 295 41 45 190 42
internal_value=0 0.00401934 -0.0108907 0.0213327 -0.0136014 -0.0272265 0.0398466
internal_weight=0 13.6909 7.35597 6.33489 4.0411 3.22019 0.820906
internal_count=1000 704 405 299 296 235 61
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=8
num_cat=0
split_feature=24 25 26 21 9 4 27
split_gain=0.0998963 0.224478 0.41048 0.280381 0.182965 0.32191 0.274441
threshold=0.29935918748378759 0.52816414833068859 -0.088237829506397233 0.42853437364101415 1.0618134737014773 1.6072534918785097 -0.56510543823242176
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.017055817289074265 -0.032676459944602852 0.062216810581672936 0.028812416388524716 -0.03718282935829556 0.037626081110814169 -0.026312201872145141 -0.024590804126098664
leaf_weight=2.1511981092044152 2.1507737570391328 1.3424648388281637 2.1923174622788784 0.35984390664088994 2.1390329093628675 1.2461812018404996 5.9832783856636542
leaf_count=115 115 70 139 30 143 70 318
internal_value=0 0.0104261 -0.00163794 0.0412051 -0.00544715 0.0140888 -0.0135772
internal_weight=0 6.0454 4.34309 1.70231 11.5197 3.38521 8.13448
internal_count=1000 354 254 100 646 213 433
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=7
num_cat=0
split_feature=31 17 11 2 24 15
split_gain=0.0944292 0.184402 0.185903 0.183875 0.206755 0.142385
threshold=1.3691098093986513 -0.36764360964298243 -0.67806494235992421 4.188784360885621 -0.55970510840415943 0.30211952328681951
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.021937758656174672 -0.075975682303144054 0.018406815466842578 0.030712727958530694 0.053522100989337955 0.0033292193071901115 0.09363977855787857
leaf_weight=4.6916814947553585 0.30705414350086357 0.63192390571202739 0.34891548428277008 0.56667668497539203 10.456119955648317 0.41794588298944291
leaf_count=257 23 38 18 34 612 18
internal_value=0 0.0223676 -0.0192273 -0.00240444 -0.00449664 0.0483565
internal_weight=0 1.70584 0.65597 15.7145 15.1478 1.04987
internal_count=1000 97 41 903 869 56
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=8
num_cat=0
split_feature=31 27 31 11 20 7 21
split_gain=0.0935157 0.279241 0.263282 0.253923 0.313293 0.266483 0.112378
threshold=-0.1249653398990631 1.2188372015953066 0.38249349594116216 0.67859104275703441 0.45991475880146032 1.6478592157363894 0.20269078016281131
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.021547764341023821 -0.04081268816194894 0.013054643936767141 -0.0012331605149222739 0.0063716586000849345 0.063831561297746128 0.05277544914740178 0.082843574754817989
leaf_weight=3.3781074069102055 2.4052058346710492 0.50855591294566682 5.5791228470989154 3.1167571688092721 1.3642461986310079 0.56278335525894352 0.42235232493840158
leaf_count=211 161 40 315 130 63 52 28
internal_value=0 -0.00711307 -0.0131561 0.00758159 0.0238654 -0.010934 0.0447178
internal_weight=0 8.91524 7.98433 8.42189 4.481 3.94089 0.930908
internal_count=1000 544 476 456 193 263 68
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=4
num_cat=0
split_feature=10 20 5
split_gain=0.13502 0.136912 0.137041
threshold=-8.2502570152282697 1.8299899697303774 -3.3303779363632198
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.085675254501423048 -0.036529224503791959 0.059887392123115946 0.0018659888008542146
leaf_weight=0.18185507849557581 0.98830677079423068 0.38522790185379463 15.649867014221853
leaf_count=16 86 24 874
internal_value=0 0.00094991 -0.000414685
internal_weight=0 17.0234 16.6382
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=4
num_cat=0
split_feature=10 2 5
split_gain=0.117659 0.122243 0.124347
threshold=-8.2502570152282697 -2.481732845306396 0.45862978696823126
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.082717962912103704 0.046753823910679733 -0.0056371372136039119 0.014642230277303173
leaf_weight=0.17013744065480096 0.56115252331074117 12.444363758821057 3.9940502443541837
leaf_count=16 26 678 280
internal_value=0 0.000856919 -0.000709848
internal_weight=0 16.9996 16.4384
internal_count=1000 984 958
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=6
num_cat=0
split_feature=26 14 22 28 12
split_gain=0.0946446 0.191775 0.132082 0.251963 0.211127
threshold=1.5869815945625307 0.35118725895881658 0.88484010100364696 -0.16279274970293042 1.8816097974777224
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0051535552067593499 -0.069896090083422902 0.014997177071557769 -0.0094404839190016365 0.047195043046200133 0.059918052018940952
leaf_weight=12.40206805126218 0.55018301212839904 0.51535883166070562 1.4959175194994716 1.6541171568314883 0.51949475259789402
leaf_count=728 31 28 90 99 24
internal_value=0 -0.0288367 0.00193859 0.0202994 -0.00253744
internal_weight=0 1.06554 16.0716 3.15003 12.9216
internal_count=1000 59 941 189 752
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=7
num_cat=1
split_feature=8 7 6 10 25 7
split_gain=0.0933453 0.228745 0.290091 0.258942 0.215315 0.203913
threshold=0 -0.53416204452514637 -4.5184216499328604 -3.2757716178894039 -2.033527016639709 -1.9599047899246214
decision_type=1 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.068728591732646491 0.10493418740905967 -0.098156105247912601 0.047122468713311168 0.0049208085942660795 0.021165045203656085 -0.015564228301814219
leaf_weight=0.53123749681981447 0.1707389282528301 0.14803992208908345 1.9206551639590523 4.7087722525134268 1.8804248495289346 7.7053265089944061
leaf_count=26 7 7 222 248 102 388
internal_value=0 0.00856988 0.036726 -0.00254584 -0.00637646 -0.00835909
internal_weight=0 7.3087 2.0687 5.24001 9.75649 9.58575
internal_count=1000 503 229 274 497 490
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=6
num_cat=0
split_feature=11 4 2 5 0
split_gain=0.0910202 0.17638 0.158314 0.170851 0.119495
threshold=-5.2096197605133048 -4.2021732330322257 -2.481732845306396 0.74994230270385753 -0.10111981630325316
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.054734083484348439 0.060735100071640839 -0.015419330097820774 -0.0048400891799047349 0.022300885436969068 -0.097909024017609175
leaf_weight=0.18913237095694058 0.44256056117592812 0.3753299575400888 12.784920463510383 2.8333584677616281 0.33002322574612009
leaf_count=24 19 54 687 198 18
internal_value=0 -0.0310207 0.0017549 8.36358e-05 -0.0540149
internal_weight=0 0.894486 16.0608 15.6183 0.705353
internal_count=1000 96 904 885 72
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=7
num_cat=0
split_feature=3 12 6 6 7 19
split_gain=0.0891136 0.212845 0.22587 0.207855 0.373588 0.289158
threshold=-0.49797442555427546 -2.298059225082397 -1.5970541238784788 -1.5804541110992429 -0.27817767858505243 0.15210568904876712
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.085753522362407256 -0.078480017899898891 0.033181877357240312 -0.024957384667369787 -0.0034198232574129944 0.018293149612423409 0.031072170643871955
leaf_weight=0.21736609615618352 0.77661313236058049 0.79984961703667057 4.0604522706703419 6.2359583071156486 0.82025038061783628 3.9828864261435228
leaf_count=8 67 67 249 304 75 230
internal_value=0 -0.0110598 -0.0153895 0.0047807 -0.0287712 0.0100237
internal_weight=0 5.07767 4.8603 11.8157 1.59686 10.2188
internal_count=1000 324 316 676 142 534
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=8
num_cat=0
split_feature=11 4 10 5 7 7 9
split_gain=0.0870893 0.239579 0.266075 0.199266 0.352209 0.311611 0.0431137
threshold=-1.0592629313468931 -4.2279446125030509 -1.8170885443687437 -0.15890216827392575 -1.6289549469947813 -0.50514426827430714 -1.6665836572647093
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.02969992811768539 0.011838006523222181 0.0059386905085725035 -0.042394519340990644 -0.010315397509123614 0.059988806919302098 -0.026493352790046294 0.10336572853629933
leaf_weight=0.13898194441571832 5.6039644267511903 2.387277714740776 2.178184396909276 1.3215256623570897 1.5464668026129373 3.4121540580545116 0.18547177355048905
leaf_count=8 257 153 196 50 103 198 35
internal_value=0 -0.0112204 -0.0171211 0.00463468 0.0275937 -0.00266851 0.0718105
internal_weight=0 4.88992 4.56546 11.8841 2.86799 9.01612 0.324454
internal_count=1000 392 349 608 153 455 43
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=8
num_cat=1
split_feature=4 9 17 9 20 26 8
split_gain=0.0927852 0.387812 0.326252 0.24224 0.274347 0.247321 0.150715
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -1.8577739000320432 0.1286912485957146 -0.81803804636001576 0
decision_type=2 2 2 2 2 2 1
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.0085530362330252692 0.093615101191476882 0.056335172276887294 0.0046692668005909061 0.017582260708208626 -0.016744852922543865 -0.021899479463077583 -0.059694469225569508
leaf_weight=0.47997459060570669 0.48646062704938309 1.7344739036707322 4.1382505050887657 2.1237142803283859 0.41951129132939968 6.273412141401419 0.99307379621313885
leaf_count=28 27 128 274 105 28 344 66
internal_value=0 0.00842099 0.0199285 -0.00661386 0.0425128 -0.0119142 -0.0374569
internal_weight=0 7.34577 5.87272 9.3031 0.905972 8.39713 1.47305
internal_count=1000 496 402 504 55 449 94
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=7
num_cat=0
split_feature=3 10 22 0 22 31
split_gain=0.0898641 0.185457 0.185169 0.325348 0.266075 0.17917
threshold=-0.49797442555427546 -5.6221578121185294 -0.79520875215530384 0.68990981578826915 0.19348140060901645 -1.7747542858123777
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=-0.043947675848149945 -0.080450091694049389 -0.048669730468773313 -0.053199878060171936 0.06371370068657306 0.00055887687958952484 0.0096218057026411889
leaf_weight=0.45069758573663399 0.24924398399889547 0.55454747585463415 1.5895560062072065 0.74412975122686476 2.1879298525882405 10.730263281513539
leaf_count=45 15 34 115 32 132 627
internal_value=0 0.0048728 -0.0112095 0.023103 -0.0220627 0.0067573
internal_weight=0 11.5341 4.97231 1.19483 3.77749 11.2848
internal_count=1000 676 324 77 247 661
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=7
num_cat=0
split_feature=30 21 2 17 21 17
split_gain=0.0859744 0.268328 0.211434 0.169075 0.387916 0.234987
threshold=-0.75394436717033375 1.3575386404991152 0.75852215290069591 0.75022095441818248 1.2355348467826845 0.44375161826610571
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.022975909841615183 0.0040301237873804881 -0.097753697969487977 -0.031179098575725324 -0.033903688717139766 0.072208423300584176 0.051172359199458874
leaf_weight=1.4151803457061793 9.2150754667809434 0.34644629855938536 1.4696022601719958 2.3573952976003052 0.40348064861609589 1.1944117344100948
leaf_count=96 549 18 102 146 19 70
internal_value=0 -0.0145988 -0.00461242 0.00360423 -0.0183962 0.00943935
internal_weight=0 3.23123 2.88478 13.1704 2.76088 10.4095
internal_count=1000 216 198 784 165 619
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=7
num_cat=1
split_feature=13 2 1 30 30 4
split_gain=0.0895445 0.221869 0.184318 0.139333 0.207377 0.191765
threshold=-1.2598152160644529 0.4120739102363587 0 -1.3221759200096128 -1.0931476950645445 0.29749429225921636
decision_type=2 2 1 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=-0.052538517140015832 -0.005900530527928655 0.00777676628941581 0.089734101479045425 0.058297376476951539 -0.0022751250596545476 -0.098565419367496743
leaf_weight=0.29752910110983322 0.62890581417741565 0.6087947773075939 0.49958630765831891 0.59025815499444512 13.318303310499227 0.34629721903183963
leaf_count=29 40 37 30 39 798 27
internal_value=0 0.0241357 0.0447178 -0.0022665 0.00029548 -0.0388061
internal_weight=0 1.40591 1.10838 14.8838 13.9086 0.975203
internal_count=1000 96 67 904 837 67
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=8
num_cat=1
split_feature=8 4 11 30 9 6 11
split_gain=0.0905283 0.212019 0.268045 0.22972 0.177996 0.291889 0.228494
threshold=0 0.61790910363197338 1.0588229894638064 0.87502706050872814 1.3687919378280642 -1.5258474349975584 0.67859104275703441
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0090271706577927501 -0.031386306717780012 0.0019727161830762324 0.070593038955967261 -0.069285810205400727 -0.051075015950263203 0.050620861572470179 0.0030902543236152554
leaf_weight=2.6709781544132061 3.5208377377111919 2.7744222296510093 0.96183294088768878 0.5405450369871686 0.37695254036498216 1.1232221438694976 4.2340465379820671
leaf_count=239 209 139 92 33 57 66 165
internal_value=0 0.00864034 0.0253275 -0.00964684 -0.00646308 0.0250675 -0.0125626
internal_weight=0 6.94778 3.63281 3.31497 9.25506 1.50017 7.75488
internal_count=1000 503 331 172 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=8
num_cat=0
split_feature=31 27 0 27 0 4 22
split_gain=0.0903409 0.243198 0.287608 0.242602 0.242315 0.104896 0.103351
threshold=-0.1249653398990631 1.0865690112113955 0.38903948664665228 1.2188372015953066 3.9563815593719487 -0.77281033992767323 -0.29860608279705042
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=-0.011887819021372549 -0.017362723443677858 -0.08360157295024441 0.029763450229323432 0.089736506707415564 0.062521385467294285 -0.010749704850795589 0.017151175507737291
leaf_weight=2.6988133237855463 7.0291624559231405 0.37006296039544395 4.2981549114483641 0.30680333999589493 0.40139980521053065 0.42419371092728386 0.54396239336347196
leaf_count=184 457 31 217 28 19 24 40
internal_value=0 0.00774552 0.0136981 -0.00725587 -0.0130474 -0.0446931 0.0433269
internal_weight=0 7.79122 6.99697 8.28133 7.43056 0.794257 0.850766
internal_count=1000 456 401 544 476 55 68
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=6
num_cat=1
split_feature=3 8 4 9 10
split_gain=0.0923587 0.0933428 0.206662 0.186272 0.0647822
threshold=-2.7369303703308101 0 0.61790910363197338 0.19106149673461917 -1.9995312094688413
decision_type=2 1 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.014354507898703801 0.027368499180849722 -0.016624713687987795 -0.0079815481458099715 0.013101430567605536 -0.10174245885256822
leaf_weight=0.2029600916794152 3.3989127711083702 5.6212208027391153 3.221030401178723 3.3728376971539547 0.14574891657775957
leaf_count=27 316 270 156 206 25
internal_value=0 0.00115615 0.0101684 -0.00547719 -0.0508798
internal_weight=0 15.614 6.61994 8.99406 0.348709
internal_count=1000 948 472 476 52
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=8
num_cat=0
split_feature=20 11 27 4 25 27 28
split_gain=0.0826562 0.225646 0.274404 0.250648 0.211192 0.346212 0.302383
threshold=0.35997511446475988 0.77870225906372081 -0.44899147748947138 -1.695614159107208 -0.65986099839210499 -0.48481595516204828 -0.11683378741145133
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.03617365099874735 0.026814277134153158 0.069373634074744131 0.0057076926120711692 -0.036317983539628028 0.0073731089404535767 0.042014868081257706 -0.032471930252176949
leaf_weight=0.8064308175526097 1.0397269930062978 1.0679744021836088 1.8491190794920838 1.5914364451955414 3.5907403462656466 1.9019392248828797 4.0560549566725967
leaf_count=47 95 48 111 113 221 107 258
internal_value=0 0.0098635 0.0290164 -0.0113707 -0.00526258 0.0187338 -0.0137617
internal_weight=0 5.54826 2.91709 2.63116 10.3552 2.70837 7.6468
internal_count=1000 367 159 208 633 154 479
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=8
num_cat=0
split_feature=5 6 5 4 27 26 7
split_gain=0.086115 0.281821 0.253148 0.232971 0.220255 0.303375 0.233125
threshold=-0.94487735629081715 -0.69330593943595875 -1.0857784152030943 -1.2004670500755308 -0.70748955011367787 -1.2671917080879209 -1.0387114286422727
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.01388567846293564 -0.0054012519403719471 0.0062507626603812419 -0.069426268253392182 -0.088493289943570905 -0.081518068020311085 0.0029199071576957183 0.057862230140347387
leaf_weight=0.32345819246256724 0.97764327807817641 5.4483591194875771 0.48105290689272884 0.71050473774812395 0.45842693768099607 5.9248017072695802 1.4410836450551858
leaf_count=19 61 306 20 83 35 391 85
internal_value=0 -0.00828977 0.000111089 -0.0564657 0.00659326 -0.00314421 0.0322913
internal_weight=0 6.96337 5.92941 1.03396 8.80196 6.38323 2.41873
internal_count=1000 428 326 102 572 426 146
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=7
num_cat=0
split_feature=3 9 4 9 11 4
split_gain=0.0822718 0.229629 0.188036 0.114776 0.316957 0.258465
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 -2.3239196538925166 3.7726721763610844 -3.4333997964859004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.088177365572744665 -0.04505950785448435 0.028509437165374837 -0.073958158552322906 0.06914464519804546 0.05221162451094255 0.0021302019250855754
leaf_weight=0.14857215323718265 1.3833842338062812 0.2463283269898966 0.65608347353327257 0.60414413338639583 0.44202856726042217 12.149986513416479
leaf_count=9 93 17 82 83 33 683
internal_value=0 -0.0270217 -0.0459879 0.00194791 -0.021505 0.00530458
internal_weight=0 1.05098 0.902412 14.5795 1.82541 12.7541
internal_count=1000 108 99 892 126 766
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=7
num_cat=0
split_feature=3 3 13 30 9 17
split_gain=0.0843175 0.322756 0.194704 0.136131 0.108127 0.0604865
threshold=3.0957533121109013 2.6622943878173833 -0.27612735331058497 -0.75394436717033375 0.46225464344024664 0.72848483920097362
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -3 -4
right_child=2 4 5 -5 -6 -7
leaf_value=-0.02238151266024669 0.028398941930233203 0.10338151682393655 -0.037027565841904753 0.0032683148843346923 0.021695301351694465 -0.10243313924809082
leaf_weight=2.5285001642737344 0.36249074321676744 0.39326536803855638 0.3292218943370252 11.389116232750892 0.27561085360503057 0.24783088223193772
leaf_count=186 32 25 41 676 27 13
internal_value=0 0.00186936 -0.0290375 -0.00139165 0.0697227 -0.0651178
internal_weight=0 14.5865 0.939544 13.9176 0.668876 0.577053
internal_count=1000 914 86 862 52 54
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.083497 0.203984 0.143442
threshold=-2.0173729658126827 -1.7747542858123777 -0.49797442555427546
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.048150749618475604 -0.077648724565599458 -0.014409751816295602 0.0071014381727156142
leaf_weight=0.35196737126716549 0.34044054216064878 4.4291941385617966 10.328851878788553
leaf_count=24 20 315 641
internal_value=0 -0.00111989 0.000645486
internal_weight=0 15.0985 14.758
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=8
num_cat=1
split_feature=8 7 6 27 5 2 11
split_gain=0.0814679 0.198579 0.264247 0.21785 0.183062 0.364514 0.261255
threshold=0 -0.53416204452514637 -4.5184216499328604 -0.99950659275054921 -1.2619942426681516 2.1161124706268315 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.050897408273310185 -0.046336072666290626 -0.096119019596163396 0.04650922601747895 0.0069984903987220532 -0.0040697509790929218 0.027983288510564659 0.05815999213645922
leaf_weight=0.77835921932273588 2.3191457819521024 0.14036902523366745 1.7411819398057573 3.9386646455218397 4.7874915128340927 0.92244416320863809 0.78529622452333558
leaf_count=45 153 7 222 229 261 51 32
internal_value=0 0.00840138 0.0358688 -0.00255495 -0.00629178 -0.0251874 0.00469943
internal_weight=0 6.59857 1.88155 4.71702 8.81438 3.24159 5.57279
internal_count=1000 503 229 274 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=8
num_cat=0
split_feature=25 4 4 2 21 31 24
split_gain=0.083416 0.231438 0.310541 0.269539 0.228363 0.305461 0.276502
threshold=0.10375598073005678 1.5504462718963625 1.1301271319389345 1.0409553050994875 0.099660724401474013 0.48320357501506811 1.4340658783912661
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0069693348177102049 0.046811274475650699 -0.08501623752199064 0.055185832502533332 -0.0035351951374075494 -0.021191362096373179 -0.014950611741998574 0.073221927930242389
leaf_weight=5.9237857892348966 2.3449953308900162 0.74084849907376316 0.93003304794183339 0.89819204363539029 2.8773912263895913 1.2160428079587289 0.34767402459692665
leaf_count=395 165 41 40 61 212 71 15
internal_value=0 -0.00660786 0.00146485 -0.0403647 0.00826294 0.0257205 -0.0110133
internal_weight=0 8.49286 6.85382 1.63904 6.7861 3.56104 3.22507
internal_count=1000 537 435 102 463 236 227
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=8
num_cat=0
split_feature=9 3 2 0 4 9 9
split_gain=0.0848001 0.323332 0.377382 0.291797 0.161037 0.656815 0.348227
threshold=1.0618134737014773 0.73033910989761364 -0.37953710556030268 -1.121388792991638 -1.6822952032089231 -0.89385390281677235 -1.9159966707229612
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.015458103467717161 -0.041387845315422229 0.088973257417195972 -0.029588352677918667 0.059551496187491275 0.029509768492594964 0.078515236179056813 -0.024237010075243769
leaf_weight=2.4681405708906827 0.34791754363004668 0.31047354759539314 1.9843166215950987 1.6194824924896243 1.5198185564950097 1.0645622648144115 5.8282694565859856
leaf_count=154 52 36 136 99 97 101 325
internal_value=0 0.0119549 -0.0135476 0.0417013 -0.00468521 0.0128603 -0.0131205
internal_weight=0 4.26219 2.29479 1.9674 10.8808 3.5327 7.34809
internal_count=1000 323 172 151 677 255 422
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=6
num_cat=0
split_feature=22 7 31 12 24
split_gain=0.087776 0.232137 0.14316 0.206029 0.160604
threshold=1.4963601827621462 -0.96313458681106556 1.3691098093986513 0.53920793533325206 0.29935918748378759
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.014115139797206355 -0.019720396772050161 0.067458971449092381 -0.0075466659177980807 0.071171552105925517 0.0096352107265737265
leaf_weight=7.9575139048138208 0.58641486970009282 0.63744612553455293 0.71975559810380108 0.61795030737266643 4.4334789318118055
leaf_count=534 32 35 62 28 309
internal_value=0 0.0256868 -0.00226206 0.028817 -0.0056173
internal_weight=0 1.22386 13.7287 1.33771 12.391
internal_count=1000 67 933 90 843
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=7
num_cat=0
split_feature=3 9 4 20 6 30
split_gain=0.0798133 0.192286 0.1586 0.122558 0.233554 0.170667
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 -1.1364628076553343 -1.5258474349975584 1.2851886153221133
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.083928411308646672 -0.059815527474403357 0.02533578504283044 -0.072422556423277731 0.0024606963653753286 0.044556472146788539 -0.037107293472329585
leaf_weight=0.13293539971346036 0.25491727976623213 0.22877289296593517 0.60440481127807366 11.105378370307788 1.3488021146786184 1.2087323454761634
leaf_count=9 21 17 82 697 88 86
internal_value=0 -0.02776 -0.0455802 0.00196324 0.0279661 -0.00142323
internal_weight=0 0.966113 0.833178 13.9178 1.60372 12.3141
internal_count=1000 108 99 892 109 783
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=8
num_cat=0
split_feature=9 6 7 9 7 2 7
split_gain=0.0807156 0.320984 0.312689 0.181662 0.153147 0.207206 0.189397
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 1.8027077913284304 -3.3866791725158687 3.0348654985427861 -3.9560654163360591
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0025674508020198223 0.026376672942644754 0.055072907763057601 -0.0061086437056184183 -0.07676583185631701 -0.0060188721051931708 0.044141540138843367 -0.10354193842080853
leaf_weight=0.33472864255236345 0.24678626903914835 1.7270938041983754 1.6178905357205631 0.55431306765876798 9.0770833186743367 0.90570345168089339 0.33815056539606203
leaf_count=32 27 114 102 80 550 79 16
internal_value=0 0.0118642 0.0254808 -0.0449918 -0.00458048 -0.00146799 -0.0507571
internal_weight=0 4.14608 3.34498 0.801099 10.6557 9.98279 0.672879
internal_count=1000 323 216 107 677 629 48
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=6
num_cat=0
split_feature=5 9 4 13 29
split_gain=0.0843663 0.0960767 0.315203 0.212583 0.0775979
threshold=-3.7824122905731197 0.19106149673461917 -1.2296712994575498 -0.049947589635848992 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0017228731569467978 -0.025695624025604182 0.062729389501222962 0.0010842343773522394 0.0079909766998072455 -0.082375069389469396
leaf_weight=0.20598125349351903 3.2442765933519686 0.97404535915575241 5.5876817420717089 4.4331597743002922 0.2347731148565807
leaf_count=19 217 122 344 269 29
internal_value=0 0.00134988 0.0102351 -0.00624407 -0.0430729
internal_weight=0 14.2392 6.56173 7.67744 0.440754
internal_count=1000 952 466 486 48
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=7
num_cat=0
split_feature=3 4 7 6 10 9
split_gain=0.0792483 0.217592 0.211417 0.172882 0.274547 0.234075
threshold=-0.24213722348213193 -3.3705158233642574 -2.702191829681396 1.7042843699455263 1.0763437151908877 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.058973516686637306 -0.034949834831832345 0.020084347253507308 -0.028986190236457696 -0.092359405345068646 0.0087142158214824992 0.016360017862935099
leaf_weight=0.41751745929286688 1.0095384882952183 1.1803417089577122 3.4278164020834092 0.44666559680263052 0.67468359990016324 7.4530947392067901
leaf_count=38 71 81 245 27 83 455
internal_value=0 -0.010154 -0.0164172 0.00535009 -0.0315463 0.0102391
internal_weight=0 5.02568 4.60816 9.58398 1.12135 8.46263
internal_count=1000 364 326 636 110 526
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=4
num_cat=0
split_feature=10 20 5
split_gain=0.09421 0.115446 0.123591
threshold=-8.2502570152282697 1.8299899697303774 -3.3303779363632198
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.082193964863685132 -0.037470836060332656 0.059548002920781488 0.0018126305161215665
leaf_weight=0.13810545954766063 0.85264796240425944 0.32683365296179623 13.191063351422143
leaf_count=16 86 24 874
internal_value=0 0.000794916 -0.00057242
internal_weight=0 14.3705 14.0437
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=8
num_cat=2
split_feature=0 1 10 9 2 1 13
split_gain=0.082226 0.263703 0.322958 0.25069 0.234904 0.278372 0.0449501
threshold=-0.53437867760658253 0 2.3550301790237431 1.555183529853821 2.5457446575164799 1 -0.090421572327613817
decision_type=2 1 2 2 2 1 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=0.027233641270297395 -0.020422376788157077 0.010346336208977569 0.042178059903029724 0.067641077510638831 -0.036702263083111621 -0.035289732572212712 -0.10087900818003728
leaf_weight=1.4782808932905027 5.0114838565496029 4.2164438017098274 0.98631957648558444 0.93258049661380926 0.1676650027056894 1.373936501973732 0.31265118646933832
leaf_count=120 307 224 98 75 24 126 26
internal_value=0 0.00412316 -0.0101279 0.0207234 -0.0137795 -0.00288438 -0.0784767
internal_weight=0 11.1468 5.9978 5.14902 3.33253 2.85222 0.480316
internal_count=1000 704 405 299 296 246 50
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=7
num_cat=0
split_feature=5 12 7 6 7 9
split_gain=0.087197 0.239346 0.132473 0.12783 0.18554 0.165021
threshold=2.0177078247070317 -0.6693873107433318 -0.27817767858505243 -2.2757308483123775 -1.2958345413208006 1.2183623313903811
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.093063298121062787 -0.037958562724721277 -0.0076626861492275922 0.086021338173223424 -0.0064812419127739038 0.007864072960098745 0.020152647905626236
leaf_weight=0.36710294596014137 0.37917407558416016 0.21016153621894773 0.53560370289233172 9.4102911946124532 0.36152437428245221 3.0902631674525756
leaf_count=51 30 23 54 574 52 216
internal_value=0 0.0267304 0.0596206 -0.00227029 -0.042986 0.000102924
internal_weight=0 1.12494 0.745765 13.2292 0.728627 12.5006
internal_count=1000 107 77 893 103 790
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=4
num_cat=0
split_feature=10 20 0
split_gain=0.0809047 0.0956679 0.114782
threshold=-8.2502570152282697 1.8299899697303774 3.7561185359954838
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.079780125794364262 -0.0024582149877193033 0.055799956789812893 0.042138552981339818
leaf_weight=0.12597736906900614 13.234072655469385 0.308401370035427 0.60343449142237737
leaf_count=16 925 24 35
internal_value=0 0.000714301 -0.000513412
internal_weight=0 14.1459 13.8375
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=8
num_cat=0
split_feature=5 6 7 4 7 2 9
split_gain=0.0809908 0.313675 0.293438 0.34241 0.285272 0.252584 0.214956
threshold=-0.18700882792472837 -0.96759614348411549 -1.6289549469947813 0.92876344919204723 -0.37251955270767206 0.23355075716972354 0.71947535872459423
decision_type=2 2 2 2 2 2 2
left_child=1 5 6 -4 -3 -1 -2
right_child=2 4 3 -5 -6 -7 -8
leaf_value=-0.0059158542159784798 -0.052891618893147245 0.016014726433428484 0.0096229183566203177 0.084117458987657656 -0.023747534517827143 -0.098452386221789714 0.016872039848028111
leaf_weight=0.57007147951935511 1.0279373027387917 4.9442740630183826 2.6757783061839304 0.80194118226609123 2.8411766004137462 0.61124628401375958 0.77438375830024586
leaf_count=44 79 260 236 57 196 76 52
internal_value=0 -0.00578144 0.00982989 0.0268009 0.00150412 -0.0537968 -0.022917
internal_weight=0 8.96677 5.28004 3.47772 7.78545 1.18132 1.80232
internal_count=1000 576 424 293 456 120 131
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=6
num_cat=0
split_feature=22 7 0 4 9
split_gain=0.0798483 0.178175 0.130054 0.229226 0.17346
threshold=1.4963601827621462 -0.96313458681106556 -1.608339190483093 -1.6112870573997495 2.3682196140289311
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=0.091644069307019183 -0.015594374597991636 0.064072670633045739 -0.0026501024321549035 -0.05228135353020863 0.043192363024726038
leaf_weight=0.12524381084949709 0.5434312637153198 0.58072541693673041 10.999721727233005 0.95031110458057699 0.89236022662953551
leaf_count=14 32 35 719 124 76
internal_value=0 0.0255606 -0.00222191 -0.0355218 0.000789833
internal_weight=0 1.12416 12.9676 1.07555 11.8921
internal_count=1000 67 933 138 795
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=7
num_cat=0
split_feature=13 13 17 20 25 17
split_gain=0.0805231 0.190582 0.165369 0.116756 0.215211 0.209072
threshold=-1.2598152160644529 -1.3131613731384275 -0.95758008956909169 -1.1364628076553343 -0.69616228342056263 0.75022095441818248
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.085953754099861945 0.078514289099430104 0.098810310094279957 -0.017583263806295057 0.00072484304661112086 -0.003954627070698942 -0.03431617785433682
leaf_weight=0.1937394421256613 0.48808011833716591 0.26929503334395188 0.7570794172420392 9.3305967775852405 0.89978989648443419 2.0828011706071257
leaf_count=14 29 12 70 632 82 161
internal_value=0 0.0245468 0.0035135 -0.00233943 0.0250477 -0.0056697
internal_weight=0 1.22011 0.950819 12.8013 1.38787 11.4134
internal_count=1000 96 84 904 111 793
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=8
num_cat=0
split_feature=30 31 31 31 12 4 25
split_gain=0.0801417 0.213211 0.185028 0.138454 0.284968 0.251612 0.114051
threshold=-0.75394436717033375 0.61904841661453258 -1.2907721400260923 -0.16177539527416226 0.32925777137279516 -0.38929480314254755 -0.10697140917181967
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.033199129958655947 0.03070105713253108 0.094090487751441951 -0.042382926400794663 0.015887415765187683 -0.02228439643013988 -0.024639759084819305 -0.0021149930288011745
leaf_weight=0.3947599812818231 3.656314653251683 0.23618912274832837 1.80419729089681 2.7967337013460556 1.4051187968470911 3.3873915922404194 0.25764178094414081
leaf_count=28 234 16 141 223 97 230 31
internal_value=0 -0.0154796 -0.0288143 0.0037267 0.0159916 -0.00631159 0.0438981
internal_weight=0 2.69279 2.19896 11.2456 5.06143 6.18413 0.493831
internal_count=1000 216 169 784 331 453 47
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=6
num_cat=0
split_feature=22 27 22 22 28
split_gain=0.0765498 0.182316 0.126479 0.156564 0.103886
threshold=-1.4049233794212339 0.59481739997863781 -1.1611655354499815 -1.0270571708679197 -0.19637223333120343
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.040038058981943223 -0.055183780546067131 0.092079066463056705 0.050840032948249562 -0.0026797025347161905 -0.036999244234045887
leaf_weight=0.3273344125955191 0.43305978736134321 0.29877821045738528 0.57308739257859898 11.823157104194932 0.37625289039351695
leaf_count=26 32 20 36 852 34
internal_value=0 0.026633 -0.00206127 -0.000205446 -0.00115869
internal_weight=0 1.00237 12.8293 12.3962 0.703587
internal_count=1000 80 920 888 60
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=8
num_cat=0
split_feature=25 19 24 10 12 6 31
split_gain=0.0743029 0.221741 0.267708 0.204063 0.170125 0.350155 0.215064
threshold=0.10375598073005678 0.15210568904876712 -1.2095863819122312 -2.1080690622329707 -0.03644080460071563 -2.0841283798217769 0.49908749759197241
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.013029082361810572 0.039367627232947733 0.076378899229367414 0.00011767368754298516 -0.033052009762412266 0.086245916314918611 -0.022516716040875823 -0.017811015299790994
leaf_weight=1.3429163187101947 2.3937373446856332 0.57338944976709205 2.3341930540245812 3.3789719841665828 0.3355364161270703 2.5125123365942272 0.90707637074592629
leaf_count=79 168 34 197 227 39 182 74
internal_value=0 -0.00656865 0.0151568 -0.0199464 0.00820394 -0.00970309 0.0236547
internal_weight=0 7.62947 2.90758 4.72189 6.14886 2.84805 3.30081
internal_count=1000 537 231 306 463 221 242
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=8
num_cat=0
split_feature=31 17 12 22 24 7 15
split_gain=0.0775766 0.143845 0.133559 0.119573 0.143757 0.131469 0.115264
threshold=1.3691098093986513 -0.36764360964298243 0.53920793533325206 1.4963601827621462 0.29935918748378759 -0.96313458681106556 0.30211952328681951
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.013782337017507626 -0.067410548541403326 0.017396508030239458 0.0354351214464807 -0.0087977075245930566 0.00964474637981203 0.064929070128482855 0.093526963323604467
leaf_weight=7.2529447057249818 0.26755705878531444 0.48056091841135706 0.23912082944298163 0.44603853784792591 4.1000277701286905 0.52838196920129199 0.33927887278696289
leaf_count=534 27 38 14 27 309 33 18
internal_value=0 0.0230143 -0.0188737 -0.00243649 -0.00532185 0.0311808 0.048902
internal_weight=0 1.32652 0.506678 12.3274 11.353 0.974421 0.81984
internal_count=1000 97 41 903 843 60 56
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=8
num_cat=1
split_feature=8 0 28 4 6 11 0
split_gain=0.0813176 0.220795 0.233738 0.204173 0.163987 0.200503 0.110725
threshold=0 0.23862367868423465 -0.31815470755100245 0.61790910363197338 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.045633475868159995 -0.011097335419724814 0.054013293957936352 0.012005871889846531 0.00031395750378503904 -0.10161154221478026 0.030606888586032083 -0.0064162907074831578
leaf_weight=1.1398126198221237 5.8182759640767472 1.5141576781074948 1.8381109099227613 1.3299516314145874 0.2929196554214285 1.4376720563886918 0.20962304036947899
leaf_count=94 356 193 141 75 46 78 17
internal_value=0 0.00897568 -0.0100558 0.0289026 -0.00666028 -0.00283418 -0.0619032
internal_weight=0 5.82203 2.97792 2.84411 7.75849 7.25595 0.502543
internal_count=1000 503 235 268 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=8
num_cat=0
split_feature=3 10 6 10 3 11 30
split_gain=0.0764565 0.181351 0.442618 0.155207 0.30033 0.285537 0.0742405
threshold=-0.24213722348213193 1.9523186683654787 1.5605731010437014 1.819823205471039 1.4957433342933657 2.0572024583816533 0.30768473446369177
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.02182491267895921 0.013903245891940292 -0.099250128187003295 0.054474091123708449 -0.0074719510690963971 -0.031063577294085772 0.061015701198650019 -0.024967496050625225
leaf_weight=3.1107617632405899 4.0255929907652881 0.28980466737084487 1.0062512932418028 1.209854051722232 2.3537497928291486 1.2252409280672507 0.25113769148902065
leaf_count=242 240 31 66 159 137 100 25
internal_value=0 -0.0103288 -0.00317645 0.00551049 -0.00268791 0.0269883 -0.0647637
internal_weight=0 4.65796 4.11701 8.81444 6.37934 2.43509 0.540942
internal_count=1000 364 308 636 377 259 56
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=8
num_cat=0
split_feature=5 7 9 5 7 13 5
split_gain=0.075582 0.216733 0.298067 0.266162 0.184457 0.26627 0.233149
threshold=-0.94487735629081715 -1.3431769609451292 0.79456663131713878 -1.129051089286804 0.25074130296707159 1.3032695651054385 -0.81435763835906971
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.025574721533402563 0.062675890382217977 -0.0044656790918123877 -0.068684811320463127 -0.069054032045443289 0.045984692057038187 -0.045440455563521644 -0.010419062581378388
leaf_weight=2.2568445447304843 0.4808049399871378 2.200628416918335 1.0761944701143873 0.3423202490339462 1.8829813742167973 0.38342753418692144 4.722132067088296
leaf_count=156 17 157 94 21 186 24 345
internal_value=0 -0.00845236 -0.0255569 0.0131117 0.0067074 0.0305175 -0.00366434
internal_weight=0 5.87599 3.27682 2.59916 7.46935 2.26641 5.20294
internal_count=1000 428 251 177 572 210 362
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=7
num_cat=0
split_feature=3 9 17 27 2 27
split_gain=0.071567 0.178013 0.127849 0.10076 0.255489 0.190604
threshold=-2.0779349803924556 -1.6665836572647093 -0.87433335185050953 -0.56510543823242176 3.0348654985427861 0.32765662670135504
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.082711202561605357 0.0067189650344027354 0.030132840952065844 -0.068888167136150258 -0.01899287985815579 0.091921830133585486 0.010782986176742974
leaf_weight=0.12485891187679954 3.3560715320545564 0.16881009871940478 0.57290406439892727 4.2669711443604665 0.39316551293450164 4.3328488344905054
leaf_count=9 232 23 76 302 34 324
internal_value=0 -0.0277557 -0.0463515 0.00197333 0.0156538 -0.0039909
internal_weight=0 0.866573 0.741714 12.3491 3.74924 8.59982
internal_count=1000 108 99 892 266 626
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=4
num_cat=0
split_feature=10 2 5
split_gain=0.0738793 0.0841245 0.102119
threshold=-8.2502570152282697 -2.481732845306396 -0.18700882792472837
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.079410870187034452 0.044214928023016499 -0.0077004865448544431 0.010921701667985426
leaf_weight=0.1160422367720465 0.43027457269272318 7.8911675992103465 4.6978043264959979
leaf_count=16 26 561 397
internal_value=0 0.000734816 -0.000751278
internal_weight=0 13.0192 12.589
internal_count=1000 984 958
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=5
num_cat=0
split_feature=25 19 4 11
split_gain=0.110432 0.097614 0.15511 0.101053
threshold=-2.5403696298599239 -1.3991433978080747 -2.3924001455307002 -5.2096197605133048
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.098093239828552156 0.052178355898347739 -0.03754042756884949 -0.053388520276201001 0.0036478578951436302
leaf_weight=0.11382510792464096 0.17282168930978514 0.62825491586227045 0.71505281728604941 11.481922950075612
leaf_count=4 15 85 68 828
internal_value=0 -0.000835402 -0.0328403 0.00151108
internal_weight=0 12.9981 0.887875 12.1102
internal_count=1000 996 83 913
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=6
num_cat=0
split_feature=31 14 12 15 18
split_gain=0.0704874 0.128874 0.161924 0.106094 0.128991
threshold=1.3691098093986513 0.81121668219566356 0.18951624631881717 -1.9646769762039182 -1.7253326773643491
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.054405466149693528 -0.054049061356871854 0.069831880227651702 0.035538813945997665 0.051038817401136409 -0.0028178196107216842
leaf_weight=0.37913440799093123 0.33011560745944801 0.39521413425245555 0.51883300773624796 0.46347610146039997 10.985573209057973
leaf_count=26 38 28 31 35 842
internal_value=0 0.0226617 0.000702364 -0.00236106 -0.000637616
internal_weight=0 1.24416 0.848949 11.8282 11.449
internal_count=1000 97 69 903 877
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=5
num_cat=0
split_feature=13 18 11 26
split_gain=0.0718675 0.0783854 0.199996 0.131749
threshold=-1.9400736093521116 -0.65785545110702504 2.3344395160675053 1.6146269440650942
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.06030932394148826 -0.03296755500575798 0.0063917998805866211 0.021397620981500012 -0.042678763551944554
leaf_weight=0.19477560709037867 2.0352781236326787 9.1954406700879154 1.0137031728809232 0.58176614433614382
leaf_count=24 177 687 71 41
internal_value=0 -0.000893559 -0.0148926 0.00347199
internal_weight=0 12.8262 3.04898 9.77721
internal_count=1000 976 248 728
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=6
num_cat=0
split_feature=5 9 6 6 29
split_gain=0.0709743 0.0831905 0.257956 0.197271 0.0608901
threshold=-3.7824122905731197 0.3670168817043305 -0.60408353805541981 -2.0841283798217769 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.00033149256400211293 0.050612219806799169 -0.019934085664461639 0.026007375364246993 -0.010733105300510234 -0.079330184609724519
leaf_weight=0.17954312475831102 0.56984264102811621 1.8404566416547821 3.638132341145365 6.5453899307058228 0.20608672703838316
leaf_count=19 46 182 252 472 29
internal_value=0 0.00131168 0.010574 -0.0058201 -0.042241
internal_weight=0 12.5938 5.47859 7.11523 0.38563
internal_count=1000 952 434 518 48
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=5
num_cat=0
split_feature=3 29 29 17
split_gain=0.0726785 0.0749599 0.105509 0.0494846
threshold=-2.7369303703308101 -1.7141830921173093 -1.1235041022300718 -0.088628441095352159
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.0079061069711253429 0.042845069021244145 -0.040070029370809078 0.0018476709094337582 -0.083367114074983595
leaf_weight=0.09052334692387376 0.41597157705109467 0.63322943834782464 11.608385176645241 0.17276319897837389
leaf_count=17 38 67 843 35
internal_value=0 0.00109794 -0.000320631 -0.0519855
internal_weight=0 12.6576 12.2416 0.263287
internal_count=1000 948 910 52
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=6
num_cat=0
split_feature=13 7 13 26 22
split_gain=0.0682898 0.191258 0.206828 0.109931 0.118209
threshold=1.3883623480796816 -1.6642212867736814 1.4956029057502749 1.9975859522819521 0.58588045835495006
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0071617813353878554 0.06725979640316937 0.066987380101528812 -0.043452262288054072 -0.058064346104537534 0.015709675429800864
leaf_weight=8.0694971940397355 0.54149604630947579 0.24416338873561538 0.5550901603710372 0.34503742665401738 3.1387121435841445
leaf_count=625 34 17 45 26 253
internal_value=0 0.0213738 -0.00971414 -0.00246841 -0.00075693
internal_weight=0 1.34075 0.799254 11.5532 11.2082
internal_count=1000 96 62 904 878
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=7
num_cat=0
split_feature=22 27 28 21 28 30
split_gain=0.0710104 0.148883 0.107155 0.245777 0.160321 0.0932613
threshold=-1.4049233794212339 0.59481739997863781 0.89896380901336681 -0.88092496991157521 0.33898076415061956 -0.090606000274419771
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.035655177476100808 -0.00023800689821759332 0.090578818793295587 -0.048746416866537412 0.035357730485365738 -0.032729540447674121 0.039812554106874842
leaf_weight=0.3338485021267843 7.8966786952105377 0.26176739883885602 0.43642321696279429 1.7045458333923296 1.8802021832070748 0.32138482604023089
leaf_count=30 604 20 32 134 150 30
internal_value=0 0.0268291 -0.00204926 0.0182136 -0.00648649 0.00136092
internal_weight=0 0.917001 11.9178 2.14097 9.77688 0.655233
internal_count=1000 80 920 166 754 60
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=8
num_cat=0
split_feature=5 6 3 7 7 2 0
split_gain=0.0709503 0.269058 0.225808 0.224499 0.220538 0.210253 0.00607852
threshold=-0.18700882792472837 -0.96759614348411549 2.4806873798370366 -2.499995112419128 -0.37251955270767206 0.23355075716972354 -0.47939994931221003
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 -1 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.0075778905958724819 -0.042122291136078564 0.014898136493963302 0.072989991284053396 0.01486232927614837 -0.022038299815036085 -0.097423372689001642 0.1019274787962135
leaf_weight=0.51382372127227316 0.8562535563851269 4.4107470692688358 0.11345518784946762 3.5898749630337088 2.5516471875562274 0.52823696262203157 0.20153318483335159
leaf_count=44 73 260 15 297 196 76 39
internal_value=0 -0.00573161 0.00968458 0.003888 0.00136131 -0.053122 0.0915045
internal_weight=0 8.00445 4.76112 4.44613 6.96239 1.04206 0.314988
internal_count=1000 576 424 370 456 120 54
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=7
num_cat=0
split_feature=0 4 28 9 3 18
split_gain=0.0680385 0.191467 0.177288 0.125457 0.311518 0.166006
threshold=-1.608339190483093 -0.97413113713264454 -0.014420712832361458 1.2183623313903811 0.74455237388610851 -0.4650785624980926
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.076907824800842448 -0.023470460906693663 -0.083464995845084711 0.0052357775970843564 0.060341143561525881 -0.0093764768014377164 0.00581539151321758
leaf_weight=0.15929457824677229 2.8188038161488276 0.48182911733056244 0.42328836118758839 1.1531812272514792 1.442768099132081 6.1772261748465098
leaf_count=22 198 72 58 95 113 442
internal_value=0 -0.0241905 -0.0419831 0.00222745 0.0215937 -0.003361
internal_weight=0 1.06441 0.905117 11.592 2.59595 8.99603
internal_count=1000 152 130 848 208 640
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=6
num_cat=0
split_feature=3 4 19 10 0
split_gain=0.069325 0.169812 0.185235 0.138943 0.148914
threshold=-0.24213722348213193 -3.3705158233642574 1.3911387324333193 -5.3222155570983878 3.631331324577332
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.054014860468574726 -0.064345472530217079 -0.010304323707678604 -0.093759862848704689 0.005105635286758347 0.077204367525626955
leaf_weight=0.37537485355278466 0.27621198073029418 3.6583747635759223 0.28680772127700027 7.6721225997844149 0.29758133521681873
leaf_count=38 19 302 24 601 16
internal_value=0 -0.0102562 -0.0163714 0.00538117 0.00779773
internal_weight=0 4.32056 3.94518 8.24592 7.9697
internal_count=1000 364 326 636 617
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=8
num_cat=0
split_feature=11 5 7 2 26 4 25
split_gain=0.0647997 0.176329 0.246699 0.244968 0.165172 0.182665 0.127441
threshold=-1.0592629313468931 -0.15890216827392575 0.26619952917099005 -2.3660683631896968 -0.82819029688835133 -0.10453191399574278 0.51847451925277721
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.078322899239686591 0.10385659165211043 0.010067452363851972 0.088204993651961772 -0.0068423009411708383 0.013914569504279564 -0.046360038864072736 0.007126089039331489
leaf_weight=0.54965742185595479 0.20627439650706847 1.6350743116397546 0.53668796480633307 6.4735044156095682 2.194418956901246 0.65222884324612129 0.25575297114983186
leaf_count=52 8 99 54 447 236 78 26
internal_value=0 0.00462393 0.0293769 -0.00342387 -0.0112077 0.000104347 -0.0511891
internal_weight=0 8.85154 2.17176 6.67978 3.65206 2.84665 0.80541
internal_count=1000 608 153 455 392 314 78
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=8
num_cat=1
split_feature=8 7 24 2 7 6 3
split_gain=0.0691027 0.195757 0.247605 0.205668 0.158893 0.391862 0.212507
threshold=0 -0.24360075592994687 1.6863377690315249 3.4516642093658452 -1.9599047899246214 -0.68222475051879872 3.0217821598052983
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0085165277263143432 -0.049536912432480991 0.06242912559846564 0.088508426230679213 -0.045556213013983222 -0.0091412889459019497 0.063478823505639853 -0.093767673117162775
leaf_weight=3.8348957521020566 0.46959996708028484 1.0137306454284951 0.28239010705146927 0.21352588518766413 5.3865704000522783 0.88496799013955729 0.31402900514331111
leaf_count=282 44 190 15 16 366 60 27
internal_value=0 0.00858685 -0.00186193 0.0436412 -0.00648769 0.0242987 -0.0138031
internal_weight=0 5.34454 4.11729 1.22726 7.05517 1.35457 5.7006
internal_count=1000 503 297 206 497 104 393
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=4
num_cat=0
split_feature=25 15 22
split_gain=0.0676109 0.0890881 0.0890465
threshold=-1.7584840655326841 -1.9646769762039182 0.26117700338363653
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.044468029935526031 -0.049839984108802582 -0.0070830981381583046 0.010716037251514684
leaf_weight=0.33294819585626179 0.36532140769122534 6.7615495591703603 4.8103624917614525
leaf_count=28 27 561 384
internal_value=0 -0.00121907 0.000315877
internal_weight=0 11.9372 11.5719
internal_count=1000 972 945
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=7
num_cat=0
split_feature=3 22 0 29 10 0
split_gain=0.067286 0.140644 0.20265 0.179842 0.124561 0.116344
threshold=-0.49797442555427546 -1.0270571708679197 0.68990981578826915 -0.19991248100996015 -5.6221578121185294 0.38903948664665228
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.043268058219505329 -0.075746563620549753 0.0061301350727801379 0.08411166562132523 -0.042021923042453717 -0.0056699268132342122 0.017871469780633736
leaf_weight=0.2003142763514919 0.18760215677320857 1.4583835852172349 0.33172604965511709 1.6568202217936234 4.0145640894979788 4.4004474889302401
leaf_count=31 15 123 19 151 340 321
internal_value=0 -0.0113642 0.0361529 -0.0194795 0.00484387 0.00664054
internal_weight=0 3.64724 0.53204 3.1152 8.60261 8.41501
internal_count=1000 324 50 274 676 661
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=6
num_cat=0
split_feature=5 4 5 7 21
split_gain=0.0652033 0.160137 0.118655 0.102733 0.100108
threshold=2.0177078247070317 -1.8932023048400877 1.8258181810379031 -1.0754944086074827 -0.46762408316135401
decision_type=2 2 2 2 2
left_child=2 -2 4 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.012949487873927532 -0.035643982603070522 -0.0079280212237778768 -0.069257377641226178 0.081680399447646032 -0.0072452196203476307
leaf_weight=3.6903603976381856 0.28709550233907066 0.18244770633464213 0.25670407430152486 0.42825426484250861 7.3307936956007307
leaf_count=267 32 24 20 51 606
internal_value=0 0.0259527 -0.00204858 0.0549098 -0.000483156
internal_weight=0 0.897797 11.2779 0.610702 11.0212
internal_count=1000 107 893 75 873
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=6
num_cat=0
split_feature=22 27 22 22 28
split_gain=0.0640558 0.133593 0.100325 0.126044 0.0810296
threshold=-1.4049233794212339 0.59481739997863781 -1.1611655354499815 -1.0270571708679197 -0.19637223333120343
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.040489271767088955 -0.052659886332685292 0.089271847948303923 0.049437713614537665 -0.0025400958703260925 -0.033114021138458204
leaf_weight=0.28108483282630914 0.37734046550940448 0.24240048319916241 0.48840737994760175 10.419525426521885 0.31968167763079769
leaf_count=26 32 20 36 852 34
internal_value=0 0.0266074 -0.00196642 -0.000212767 0.00132327
internal_weight=0 0.843167 11.2853 10.9079 0.600767
internal_count=1000 80 920 888 60
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=7
num_cat=0
split_feature=13 19 27 13 20 13
split_gain=0.0644154 0.162238 0.159129 0.104358 0.110459 0.0694099
threshold=-1.2598152160644529 -0.29766309261322016 -0.017536817118525502 -1.187853932380676 -1.1364628076553343 -1.3795455694198606
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=-0.083283480311545421 -0.074448835821557036 0.029790803109701215 0.035665450367861472 0.028983411394461985 -0.0043166946340344051 0.099468960885155486
leaf_weight=0.21629050188721521 0.19646676923730311 0.35066814368474297 0.23430062166880816 1.1096343523859094 9.7371473188877626 0.24136831435316775
leaf_count=21 16 40 19 106 782 16
internal_value=0 0.0237845 -0.0214318 -0.00221837 -0.000910067 0.058198
internal_weight=0 1.04263 0.450591 11.0432 10.8468 0.592036
internal_count=1000 96 40 904 888 56
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=7
num_cat=0
split_feature=3 20 9 11 2 4
split_gain=0.0624045 0.147624 0.0998511 0.232853 0.195237 0.0809478
threshold=-2.0779349803924556 0.5318211317062379 -2.3239196538925166 3.7726721763610844 -2.481732845306396 -1.5022985935211179
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=0.0034481736573744948 -0.044355910539537607 0.032883899392723195 0.086125435149951024 0.049506950010324798 0.0031008798659723264 -0.084072805215345645
leaf_weight=0.14881470485124737 1.1273922745240259 0.26779627840733156 0.29195632931441551 0.34523155071656209 9.4825273833075681 0.36456161331966619
leaf_count=15 93 28 22 33 744 65
internal_value=0 -0.0273056 0.00192351 -0.0223514 0.00558076 -0.0587027
internal_weight=0 0.781173 11.2471 1.47262 9.77448 0.513376
internal_count=1000 108 892 126 766 80
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=8
num_cat=1
split_feature=4 9 26 5 9 10 8
split_gain=0.0660808 0.234404 0.210981 0.1563 0.196424 0.137383 0.107684
threshold=-0.44345408678054804 -2.2834039926528926 -0.82819029688835133 1.4048260450363161 -1.8577739000320432 -4.9047172069549552 0
decision_type=2 2 2 2 2 2 1
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.010738573154884358 0.047383315445433116 -0.022611070889177173 0.030972037858821216 -0.011807236804210055 -0.017676383283313484 0.075724284050013413 -0.05510589783540476
leaf_weight=0.3765337346048907 0.50786871050513571 0.94625908957823401 3.2887683154185652 0.32106764373020269 5.379302473061216 0.40612107147467202 0.72974537604022771
leaf_count=28 39 73 329 30 394 41 66
internal_value=0 0.00829274 0.0189996 -0.00666123 -0.0120639 0.0370775 -0.032695
internal_weight=0 5.34131 4.23503 6.61436 5.88717 0.727189 1.10628
internal_count=1000 496 402 504 433 71 94
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=7
num_cat=0
split_feature=30 21 27 31 12 27
split_gain=0.0642224 0.188379 0.161436 0.110197 0.219432 0.198112
threshold=-0.75394436717033375 1.3575386404991152 0.78608885407447826 -0.16177539527416226 0.32925777137279516 1.1217549443244936
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.011419441538465186 0.029494628630823083 -0.095639641589457716 -0.054037700274880009 -0.013062428179978601 -0.020922020513454011 0.047642612403368555
leaf_weight=1.5201027304683536 3.1077011360584939 0.25738976774482569 0.50094646808429377 4.6690339264787317 1.1953260859436339 0.6075568663627563
leaf_count=153 234 18 45 387 97 66
internal_value=0 -0.0150664 -0.00480506 0.00361273 0.0154895 -0.00607273
internal_weight=0 2.27844 2.02105 9.57962 4.30303 5.27659
internal_count=1000 216 198 784 331 453
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=8
num_cat=1
split_feature=9 4 30 6 7 8 14
split_gain=0.064125 0.224086 0.266661 0.212499 0.139985 0.275456 0.231015
threshold=1.2183623313903811 0.4314530491828919 0.87502706050872814 -1.7323389053344724 0.46503198146820074 0 -0.82931786775588978
decision_type=2 2 2 2 2 1 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.025076981379624993 -0.021726689359983162 0.0085948212320084271 -0.092063626081554231 0.078231649256447197 0.091582608072990401 0.00095885667522561252 -0.021855975313166347
leaf_weight=1.3247688175561041 0.29659640306272195 1.6808713374530269 0.31204222196902254 0.75165662977087888 0.40410378280694204 1.9729118424293122 5.0342146838368071
leaf_count=86 46 145 29 83 125 118 368
internal_value=0 0.012521 -0.00716587 0.0499491 -0.00433904 0.0163653 -0.0120784
internal_weight=0 3.04117 1.99291 1.04825 8.736 2.37702 6.35898
internal_count=1000 303 174 129 697 243 454
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=6
num_cat=0
split_feature=3 31 17 2 10
split_gain=0.0641943 0.0741118 0.126015 0.109749 0.0402278
threshold=-2.7369303703308101 1.3691098093986513 -0.36764360964298243 4.1532464027404794 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.016522256821293275 -0.003603990025956585 -0.017629459435154076 0.052379758354259967 0.049886112552308404 -0.10122586468169342
leaf_weight=0.13274690530670341 9.9302311886954122 0.4139771963491512 0.6784966361883551 0.39899139738190648 0.0970679052836666
leaf_count=27 820 40 53 35 25
internal_value=0 0.00108189 0.0258508 -0.0015378 -0.0522989
internal_weight=0 11.4217 1.09247 10.3292 0.229815
internal_count=1000 948 93 855 52
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=5
num_cat=0
split_feature=18 10 0 10
split_gain=0.0643445 0.075747 0.178946 0.118908
threshold=1.7860749363899233 4.9679594039917001 -1.0000000180025095e-35 1.8433723449707033
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0019183740329548451 -0.047239294722843536 -0.069006067266628265 0.053237883035569013 0.025122661734677362
leaf_weight=8.7518501687641166 0.28103431845374949 0.4164711309017548 0.16807364580745421 1.9972775949468093
leaf_count=662 38 57 29 214
internal_value=0 0.00119965 -0.0338574 0.00310608
internal_weight=0 11.3337 0.584545 10.7491
internal_count=1000 962 86 876
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=5
num_cat=0
split_feature=25 4 9 5
split_gain=0.0614946 0.0823631 0.365867 0.178732
threshold=-1.7371324896812437 -1.6112870573997495 -0.89385390281677235 2.0177078247070317
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.039283310795937484 -0.013302523354489141 -0.010458088091058358 0.059160922412970975 0.049512527088306911
leaf_weight=0.38562397601617782 1.9371092640503778 7.6340804488288523 1.088171772275017 0.53156764104733145
leaf_count=32 155 593 155 65
internal_value=0 -0.00133231 0.0127621 -0.00655412
internal_weight=0 11.1909 3.02528 8.16565
internal_count=1000 968 310 658
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=8
num_cat=1
split_feature=11 4 10 5 7 26 1
split_gain=0.0647265 0.155832 0.190224 0.15177 0.222404 0.163742 0.025556
threshold=-1.0592629313468931 -4.2279446125030509 -1.8170885443687437 -0.15890216827392575 0.26619952917099005 -0.039635069668292992 0
decision_type=2 2 2 2 2 2 1
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.10260264990833373 0.012222061247764334 0.0060390263110893455 -0.043398377964861991 0.010083354631038158 0.088365343510928993 -0.020407577920691904 0.03314470159135046
leaf_weight=0.11618599944995367 3.3145953430048385 1.6442685333895501 1.4778574079505238 1.5174403209682612 0.47701565765601106 2.869177092584323 0.097362517521105807
leaf_count=21 211 153 196 99 54 244 22
internal_value=0 -0.0117094 -0.0173622 0.00481899 0.0288061 -0.0029176 0.0709349
internal_weight=0 3.33567 3.12213 8.17823 1.99446 6.18377 0.213549
internal_count=1000 392 349 608 153 455 43
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=8
num_cat=1
split_feature=8 4 16 13 9 11 5
split_gain=0.0668396 0.164086 0.217238 0.214267 0.141682 0.160571 0.160462
threshold=0 1.581968426704407 0.5102781653404237 0.20118774473667148 1.3687919378280642 4.8875966072082528 -1.2619942426681516
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0050676115704928019 -0.019727572248387327 0.011983158203019257 0.060778507097892023 -0.067367596620132017 -0.030701532291407388 0.029678151786593367 0.055356309508333701
leaf_weight=2.5328298857421037 4.7496006800283794 0.84745535883621392 0.96721746956063714 0.56862029736839759 0.31747275433190225 0.76358438117313188 0.6823487534365994
leaf_count=274 332 63 126 40 67 42 56
internal_value=0 0.00884234 0.020463 -0.0198799 -0.00660385 -0.0128848 0.0280304
internal_weight=0 4.91612 3.50005 1.41608 6.51301 5.51319 0.999822
internal_count=1000 503 400 103 497 374 123
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=7
num_cat=0
split_feature=11 21 11 5 29 11
split_gain=0.0677231 0.116673 0.105286 0.0753512 0.0696649 0.0216099
threshold=-4.8831543922424308 -0.10615760460495947 -4.3944449424743643 -0.63424587249755848 1.0000000180025095e-35 -5.8962113857269278
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.045845564456410054 0.071450230569234441 -0.027822004021869878 -0.0068736420044761305 0.010245935932748427 0.068237001872885686 -0.097548148213891919
leaf_weight=0.15085403768443939 0.21347934217919728 0.1814554403099472 5.9602230402269907 4.521350486315896 0.12929405246177339 0.17418183410700294
leaf_count=29 28 29 476 392 29 17
internal_value=0 -0.0316662 0.00192708 0.00051109 0.0121454 -0.0735522
internal_weight=0 0.635785 10.6951 10.4816 0.310749 0.325036
internal_count=1000 104 896 868 58 46
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=8
num_cat=1
split_feature=6 0 8 29 29 24 4
split_gain=0.0624145 0.213424 0.187085 0.11709 0.136648 0.0825962 0.057317
threshold=2.090929508209229 0.44619986414909368 0 -1.5866907835006712 -1.1724481582641599 0.12283229455351831 -2.1543085575103755
decision_type=2 2 1 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0089268682592523654 -0.011277765764769484 0.04442812608806563 -0.066595443377075403 -0.062155444401542415 0.0025604297717029961 0.096296857813459799 -0.095562854670934921
leaf_weight=0.21231352484755817 0.10530234983889386 0.51456495121237822 0.21527740808960516 0.3380839729438766 9.339415498701781 0.22065528788834854 0.34509826118392151
leaf_count=29 9 63 22 37 763 21 56
internal_value=0 -0.0217256 0.0116801 0.00257583 0.000299577 0.0534535 -0.0758572
internal_weight=0 1.18024 0.729842 10.1105 9.6775 0.432969 0.450401
internal_count=1000 150 85 850 800 50 65
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=6
num_cat=0
split_feature=3 25 18 10 0
split_gain=0.0611085 0.123211 0.136863 0.113308 0.134216
threshold=-0.49797442555427546 -1.3538856506347654 1.2640730142593386 -4.9047172069549552 2.7572460174560551
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.043304197134664033 -0.054902952167545586 -0.01218153059963018 -0.095748710730665695 0.0032776650248307186 0.052158883261055937
leaf_weight=0.36667186766862903 0.3055010437965392 2.7394310430913724 0.21108161757001642 6.9803204141660444 0.61088117175313517
leaf_count=26 25 273 25 604 47
internal_value=0 -0.0113659 -0.01816 0.00480822 0.00721125
internal_weight=0 3.31718 2.95051 7.8967 7.5912
internal_count=1000 324 298 676 651
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=7
num_cat=0
split_feature=13 13 17 30 30 4
split_gain=0.059772 0.139632 0.119651 0.0939842 0.131896 0.131875
threshold=-1.2598152160644529 -1.3131613731384275 -0.95758008956909169 -1.3221759200096128 -1.0931476950645445 0.29749429225921636
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.084165351911954928 -0.0050604765130672271 0.09665897306873808 -0.016664254542299205 0.056299641591505148 -0.0021532207504876642 -0.098388187285219739
leaf_weight=0.1473776389611885 0.41848192466932133 0.20708342173020433 0.58424897177633284 0.40300379253949259 9.1656574430724032 0.23723591301677516
leaf_count=14 40 12 70 39 798 27
internal_value=0 0.0241656 0.00364669 -0.00220117 0.000308641 -0.038826
internal_weight=0 0.93871 0.731627 10.2244 9.56866 0.655718
internal_count=1000 96 84 904 837 67
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=7
num_cat=0
split_feature=11 21 11 25 26 9
split_gain=0.0588248 0.100202 0.0906495 0.0946499 0.0653691 0.0222876
threshold=-4.8831543922424308 -0.10615760460495947 -4.3944449424743643 -2.0748205184936519 0.16083426773548129 -1.0644020438194273
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.095983643473167748 0.068215077750323538 -0.042518691582772439 0.074283079848248529 -0.00077554578843039323 0.051465861359854682 -0.041911428512944306
leaf_weight=0.16205588344018906 0.20138304383726691 0.13070785744275859 0.17083871861132038 10.124392988088628 0.17059017439169111 0.14392965489696508
leaf_count=17 28 27 12 856 31 29
internal_value=0 -0.0302412 0.0017697 0.000469974 0.0106939 -0.0705491
internal_weight=0 0.607284 10.4966 10.2952 0.301298 0.305986
internal_count=1000 104 896 868 58 46
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=6
num_cat=0
split_feature=5 9 6 7 2
split_gain=0.0578423 0.0734225 0.210806 0.152204 0.0493527
threshold=-3.7824122905731197 0.3670168817043305 -0.60408353805541981 0.88489025831222545 2.8269519805908208
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.077441324617132004 -0.014293717286376115 -0.019251071157305497 0.025676207265275836 0.024351537191662276 0.0013338552488144722
leaf_weight=0.17582722402130535 4.7556603402649653 1.5689952479638121 3.1235629979589703 1.2971109492186768 0.14521285099453962
leaf_count=29 368 182 252 150 19
internal_value=0 0.00126632 0.0106544 -0.00601203 -0.0418097
internal_weight=0 10.7453 4.69256 6.05277 0.32104
internal_count=1000 952 434 518 48
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=6
num_cat=0
split_feature=0 9 6 24 11
split_gain=0.115475 0.0696334 0.1972 0.106573 4.00828e-05
threshold=-3.1315989494323726 1.2183623313903811 -1.5804541110992429 0.28042449057102209 -2.054487824440002
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.097524552034360931 -0.012215471897018562 -0.040849256682386967 0.027907364789775527 0.01148065302251992 -0.10132775240842613
leaf_weight=0.046789957366399904 5.1878684752120972 0.51429990088945521 2.2079530377068286 2.9929751629922521 0.067962344002808872
leaf_count=25 436 76 188 252 23
internal_value=0 0.00106377 0.0149176 -0.00354621 -0.099777
internal_weight=0 10.9031 2.72225 8.18084 0.114752
internal_count=1000 952 264 688 48
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=6
num_cat=1
split_feature=0 10 3 1 11
split_gain=0.103993 0.0637211 0.238224 0.214871 4.73344e-05
threshold=-3.1315989494323726 1.8433723449707033 -0.27606296539306635 0 -2.054487824440002
decision_type=2 2 2 1 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.096865189188925907 0.012828413732248668 -0.044579547169881439 0.031464780731559019 -0.019114718745962031 -0.1012006846983286
leaf_weight=0.042611432982084807 4.2057577346249673 0.52432756615326104 1.922224342576327 4.2175725274894358 0.061568156231260995
leaf_count=25 320 57 227 348 23
internal_value=0 0.00096078 0.0151675 -0.00316555 -0.0994274
internal_weight=0 10.8699 2.44655 8.42333 0.10418
internal_count=1000 952 284 668 48
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=8
num_cat=0
split_feature=4 9 26 31 15 13 28
split_gain=0.0673372 0.194939 0.170061 0.144067 0.212151 0.188699 0.116011
threshold=-0.44345408678054804 -2.2834039926528926 -0.82819029688835133 -0.16177539527416226 -0.8999110460281371 -0.79340738058090199 1.0607620477676394
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.04807543522103392 -0.048210361851974956 -0.020489485511934021 0.030252954839013437 0.025213302786650779 0.022022696152142529 -0.034224703420620436 0.035628735923654037
leaf_weight=0.79001974830680399 0.52609833274073059 0.84766240546377991 2.9910698246524134 0.67785134863515883 2.356871845515343 2.5190294135975364 0.20948549333843403
leaf_count=80 32 73 329 64 176 232 14
internal_value=0 0.00880562 0.0190481 -0.00700361 0.00920623 -0.0216218 -0.0305319
internal_weight=0 4.83824 3.83873 6.07985 2.88297 3.19688 0.999505
internal_count=1000 496 402 504 208 296 94
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=8
num_cat=1
split_feature=8 7 27 6 6 10 11
split_gain=0.0608199 0.169076 0.149087 0.143996 0.128081 0.224273 0.180845
threshold=0 -0.53416204452514637 -0.99950659275054921 -4.5184216499328604 0.77008655667305004 -1.9995312094688413 0.10654639080166818
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.051030569918187198 -0.021960399403372407 -0.087228390828310201 0.0061208252286883338 0.048147989578587812 0.043523343045633073 -0.04686076859011238 0.019167436865685814
leaf_weight=0.54581144994153907 1.7931868312412005 0.084029299847315886 2.7876341637611404 1.2097053660331765 0.3405553644988687 1.4160559292995454 2.6478521129215551
leaf_count=45 173 7 229 222 17 138 169
internal_value=0 0.00867152 -0.00323703 0.0393552 -0.00648019 -0.0293379 0.00256099
internal_weight=0 4.62718 3.33345 1.29373 6.19765 1.75661 4.44104
internal_count=1000 503 274 229 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=8
num_cat=0
split_feature=4 17 31 27 9 20 25
split_gain=0.0615024 0.187348 0.178026 0.156624 0.1413 0.184912 0.154992
threshold=-0.44345408678054804 -0.53706440329551686 0.48320357501506811 -0.76040220260620106 -1.8577739000320432 0.1286912485957146 -0.64878144860267628
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.013724872104308809 0.092165125451464838 -0.021717814302155091 0.027102946143669017 0.059127325169289952 0.014773317533236489 -0.021095393555336888 -0.022563710622590855
leaf_weight=0.41218037650742179 0.31385373421289831 2.142861833165171 1.1465721186996232 1.0389323674889963 1.5638077736084595 0.26658529575797729 3.8465443937743657
leaf_count=40 27 220 118 118 128 28 321
internal_value=0 0.00850311 -0.00470075 0.0384341 -0.00674152 0.0401466 -0.0117718
internal_weight=0 4.74055 3.28943 1.45111 5.99079 0.580439 5.41035
internal_count=1000 496 338 158 504 55 449
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=6
num_cat=0
split_feature=27 2 21 27 25
split_gain=0.0650659 0.187056 0.226613 0.125242 0.0930554
threshold=-0.56510543823242176 3.0348654985427861 0.88775223493576061 -0.53441923856735218 -1.7371324896812437
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.015379475061986021 -0.08297954126663154 0.083648317282749129 -0.063687095708800018 0.056731028745749507 -0.0051363679173970977
leaf_weight=2.472374256308286 0.20112854397302715 0.32632545330852725 0.42477068254629546 0.25191558411097492 6.9619439479031371
leaf_count=219 16 36 37 23 669
internal_value=0 0.0118717 0.00378697 -0.00514596 -0.00297589
internal_weight=0 3.22347 2.89714 7.41499 7.21386
internal_count=1000 292 256 708 692
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=8
num_cat=0
split_feature=25 19 10 18 12 6 15
split_gain=0.0612468 0.169229 0.184076 0.169302 0.131827 0.239652 0.133368
threshold=0.10375598073005678 0.15210568904876712 -4.1950027942657462 -1.5012420415878294 -0.03644080460071563 -2.0841283798217769 0.72270315885543834
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.063130965552355048 0.011211810051165789 -0.086905388309312034 0.023251574326919489 -0.025460976320886026 0.084655563587371321 -0.021367931694273489 0.065165924004245659
leaf_weight=0.23010392105788957 1.9268606201787863 0.16383779767056728 2.0468658466234047 3.4486792922441509 0.23981365441659397 1.9207182212212499 0.60105829318172244
leaf_count=18 184 20 211 288 39 182 58
internal_value=0 -0.00677913 0.0150877 -0.0199196 0.00853841 -0.00959959 0.0240404
internal_weight=0 5.88949 2.2107 3.67878 4.68845 2.16053 2.52792
internal_count=1000 537 231 306 463 221 242
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=8
num_cat=0
split_feature=5 6 7 4 7 9 2
split_gain=0.0584864 0.196538 0.185784 0.220297 0.161796 0.141194 0.0902985
threshold=-0.18700882792472837 -1.8197036385536192 -1.6289549469947813 0.92876344919204723 -1.8983382582664488 0.71947535872459423 -1.2476434707641599
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -4 -3 -2 -1
right_child=2 4 3 -5 -6 -7 -8
leaf_value=0.019804826149695899 -0.047800637797021629 0.023776148730010077 0.0098290230322632954 0.080510919872462131 -0.011709246513003535 0.017145892466886494 -0.099483823275452493
leaf_weight=0.079986799852576951 0.77828047232924313 1.8113940563962385 1.92734172672931 0.57176582957208655 4.4206279428362905 0.58736413100086793 0.30707379403565926
leaf_count=7 79 147 236 57 351 52 71
internal_value=0 -0.00568946 0.00979257 0.0260002 -0.00139509 -0.0198671 -0.0748326
internal_weight=0 6.61908 3.86475 2.49911 6.23202 1.36564 0.387061
internal_count=1000 576 424 293 498 131 78
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=6
num_cat=0
split_feature=3 11 5 10 10
split_gain=0.0594287 0.0698258 0.162952 0.151846 0.0318897
threshold=-2.7369303703308101 -0.056552402675151818 -0.15890216827392575 -1.2339448928833006 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.02058643859807497 0.0087762551400282739 -0.00069643301401690362 0.038732957993753286 -0.031266359378509766 -0.10108181748633308
leaf_weight=0.1204711238060554 2.0611662316841834 5.0506743496844129 1.3226216354960341 1.7519859603014527 0.083210105269700629
leaf_count=27 200 376 110 262 25
internal_value=0 0.00108209 0.00748617 -0.00962167 -0.0534713
internal_weight=0 10.1864 6.3733 3.81315 0.203681
internal_count=1000 948 486 462 52
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=8
num_cat=1
split_feature=8 4 11 24 6 11 0
split_gain=0.0567618 0.15334 0.161121 0.151565 0.110679 0.149589 0.0828608
threshold=0 0.45788866281509405 -0.17832047492265699 -0.21320798248052594 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0051138270388893826 -0.011135295928129854 -0.035302335383580366 0.059960095163896568 0.017006740127320532 -0.10108425786594682 0.029935408526425428 -0.0051344612227067817
leaf_weight=1.3399269214439757 4.4213991018575598 1.1489994634323468 0.89231907840485281 1.0695212258069657 0.20828531698953145 1.1093246602113138 0.15849030733807012
leaf_count=205 356 81 120 97 46 78 17
internal_value=0 0.0085339 0.0270381 -0.0100848 -0.00642537 -0.00289754 -0.0596226
internal_weight=0 4.45077 2.23225 2.21852 5.8975 5.53072 0.366776
internal_count=1000 503 325 178 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=6
num_cat=0
split_feature=5 20 11 25 29
split_gain=0.0559071 0.0630871 0.181566 0.125894 0.0439861
threshold=-3.7824122905731197 0.25876171886920935 0.77870225906372081 -0.69616228342056263 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.00097291377906263033 0.020046421606028722 -0.011697189658397144 0.033066057705907516 -0.012749876354640602 -0.078688935884778669
leaf_weight=0.13458678532288104 1.5482773740982327 1.7278184301937929 1.9053845324197025 4.7963876450878606 0.15870577832493005
leaf_count=19 128 217 154 453 29
internal_value=0 0.00127051 0.0117783 -0.00474665 -0.0430264
internal_weight=0 9.97787 3.6332 6.34467 0.293293
internal_count=1000 952 371 581 48
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=7
num_cat=0
split_feature=25 4 28 0 16 27
split_gain=0.0576713 0.160246 0.211869 0.178765 0.113525 0.112052
threshold=0.10375598073005678 1.5504462718963625 -1.5466411709785459 0.58521056175231945 -1.6289665699005125 -0.56510543823242176
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.086796126063230949 -0.083612693769879565 -0.079045171982986273 0.0066182989810581322 0.0027000566013419395 0.034434706743668518 0.00022960484355954983
leaf_weight=0.25713974755308289 0.13023324903406308 0.58147861484894725 4.3523823535419979 0.49547405660632649 1.4050691676511631 3.0080865168310993
leaf_count=24 19 58 411 44 138 306
internal_value=0 -0.0067069 0.00140722 -0.0414366 0.00840445 0.0111199
internal_weight=0 5.68647 4.60952 1.07695 4.54339 4.41316
internal_count=1000 537 435 102 463 444
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=7
num_cat=0
split_feature=13 7 25 22 13 4
split_gain=0.0544294 0.155765 0.153063 0.084593 0.185268 0.156311
threshold=1.3883623480796816 -1.6642212867736814 0.57053279876708995 0.58588045835495006 0.20118774473667148 1.4291652441024782
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0054091523805628143 0.068805434955340014 -0.04809153903966383 0.053073150179281506 0.025003176313305311 -0.028881218898861572 -0.036973808701174359
leaf_weight=3.8658493650036672 0.41919782285549445 0.39439210554701343 0.24091950036381604 2.0716061186772099 2.6596469093274209 0.5064189527373627
leaf_count=387 34 43 19 205 258 54
internal_value=0 0.0214911 -0.0097284 -0.00250786 -0.00856684 0.0128286
internal_weight=0 1.05451 0.635312 9.10352 6.5255 2.57803
internal_count=1000 96 62 904 645 259
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=6
num_cat=1
split_feature=3 8 0 9 10
split_gain=0.0554925 0.0605256 0.154272 0.12738 0.0308654
threshold=-2.7369303703308101 0 0.23862367868423465 0.023247927427291874 -1.9995312094688413
decision_type=2 1 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.020244686004970799 -0.0080578808079542139 -0.018582957890526802 0.030324588299199512 0.011660819378314037 -0.10106814425231492
leaf_weight=0.11807877760293195 2.2085917081358266 3.2651724483494027 1.9913616388341777 2.4282916727647716 0.078769126525117694
leaf_count=27 225 252 247 224 25
internal_value=0 0.00103402 0.0101407 -0.00568383 -0.0525864
internal_weight=0 9.89342 4.19995 5.69346 0.196848
internal_count=1000 948 472 476 52
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=8
num_cat=0
split_feature=6 0 2 29 29 9 15
split_gain=0.0553838 0.162484 0.162948 0.0905483 0.101566 0.076913 0.0681167
threshold=2.090929508209229 0.44619986414909368 2.3993561267852788 -1.5866907835006712 -0.88508096337318409 -2.0369137525558467 -0.35176825523376459
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.097556028468040956 0.0084505737437734797 -0.030277374671426684 0.074722312460165391 -0.030825815416125592 0.0041835468135890527 -0.096423326707456375 0.010838907662843135
leaf_weight=0.17001084903313313 0.090804330277023837 0.38966409421846038 0.23811751926950819 0.92809310663710487 7.7354144543878647 0.30420224842248511 0.1938850974813694
leaf_count=16 10 55 30 97 703 55 34
internal_value=0 -0.0220673 0.009549 0.00248569 0.000433109 -0.0723149 0.0513528
internal_weight=0 1.02279 0.627782 9.0274 8.66351 0.395007 0.363896
internal_count=1000 150 85 850 800 65 50
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=8
num_cat=1
split_feature=4 9 8 21 9 20 5
split_gain=0.0537479 0.185536 0.202074 0.145778 0.1285 0.160862 0.138066
threshold=-0.44345408678054804 0.19106149673461917 0 -0.27858874201774592 -1.8577739000320432 0.1286912485957146 1.4048260450363161
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.021476172448256191 0.090922065048718761 -0.01949588730654922 0.031707096124530987 0.062308109565714934 -0.016931932876343463 -0.019607241557387856 0.039004007041981453
leaf_weight=2.1881811975254095 0.28725120941817284 0.28867639673080703 1.0607667584108642 0.88780193025695531 4.5409335319686761 0.24311549832418677 0.48876878868736628
leaf_count=172 27 57 149 118 394 28 55
internal_value=0 0.00820923 -0.00411208 0.0422356 -0.00655967 0.0402564 -0.0114963
internal_weight=0 4.42543 3.24895 1.17648 5.56007 0.530367 5.0297
internal_count=1000 496 321 175 504 55 449
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=6
num_cat=0
split_feature=0 9 6 7 11
split_gain=0.0881897 0.0666257 0.157859 0.101768 5.20478e-05
threshold=-3.1315989494323726 1.0618134737014773 -1.5804541110992429 0.88489025831222545 -2.054487824440002
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.096135527767007359 -0.0098632020885850227 -0.03670709588222397 0.026226143020920148 0.020469038135147201 -0.10101982915951256
leaf_weight=0.037964088291346343 5.8067500346887737 0.48968638559017597 2.1421708552009022 1.3664083925066277 0.051295492799909748
leaf_count=25 490 81 202 179 23
internal_value=0 0.000907885 0.0145167 -0.00408524 -0.0989424
internal_weight=0 9.80502 2.63186 7.17316 0.0892596
internal_count=1000 952 283 669 48
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=6
num_cat=0
split_feature=5 11 6 29 2
split_gain=0.0552071 0.0586368 0.141259 0.110309 0.0361163
threshold=-3.7824122905731197 4.6643924713134775 1.2833580970764162 0.51327875256538402 2.8269519805908208
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.077010624343162457 -0.0096843687825512725 0.050974916739293066 -0.01403788529624821 0.015285470736918673 -0.00353970003475853
leaf_weight=0.15115772604576783 5.6712717042121294 0.71625924815452779 0.6265643388760509 2.5713901778457284 0.12004088538060387
leaf_count=29 601 53 50 248 19
internal_value=0 0.0012621 0.0206398 -0.00189475 -0.0444901
internal_weight=0 9.58549 1.34282 8.24266 0.271199
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=7
num_cat=1
split_feature=13 2 1 30 4 30
split_gain=0.0533099 0.112033 0.112342 0.0765289 0.107798 0.0979341
threshold=-1.2598152160644529 0.4120739102363587 0 -1.3221759200096128 0.29749429225921636 -1.0931476950645445
decision_type=2 2 1 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.046921887893971281 -0.0062268528221443853 0.0058826456567794621 0.090244417523939274 0.052022288544630882 -0.097686424896239021 -0.0020450698118010969
leaf_weight=0.17248759261565361 0.37555449887076875 0.35009058193736564 0.28746953496374772 0.3494851544469374 0.19619281886298268 8.0910451702505934
leaf_count=29 40 37 30 39 27 798
internal_value=0 0.024577 0.0439205 -0.00220473 -0.0376108 0.000193621
internal_weight=0 0.810048 0.63756 9.01228 0.571747 8.44053
internal_count=1000 96 67 904 67 837
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=7
num_cat=0
split_feature=4 9 11 7 25 16
split_gain=0.0529778 0.29172 0.204812 0.169613 0.132234 0.13017
threshold=-1.6112870573997495 -0.89385390281677235 -3.5487818717956539 1.4750462770462038 -1.7371324896812437 0.5102781653404237
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.027655015956054435 0.069780329295904456 -0.022438957509395466 0.083124788630170365 0.056158651972413869 -0.016169865388986054 0.013540270330534857
leaf_weight=1.3864785585610664 0.23202003243204661 0.24736407764635271 0.71514217013736903 0.29236502087587712 4.7633733351758565 2.1359563893233826
leaf_count=128 22 58 103 31 460 198
internal_value=0 0.0121041 0.0559949 -0.0130591 -0.00447478 -0.00697194
internal_weight=0 2.64135 0.962506 1.67884 7.13135 6.89933
internal_count=1000 320 161 159 680 658
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=7
num_cat=0
split_feature=11 2 5 21 24 11
split_gain=0.0513212 0.0871513 0.0963698 0.087109 0.048134 0.0245517
threshold=-4.8831543922424308 -2.481732845306396 -0.94487735629081715 -0.30010202527046198 0.15805819630622867 -5.8962113857269278
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.039922271192478674 0.057771406476928702 -0.011173988001856056 0.0097198685009826681 -0.020133529990239037 0.069046612025065096 -0.10201383907491141
leaf_weight=0.12209961656208179 0.26982681377557938 4.0974811308271892 4.7859356384848297 0.18718028930561637 0.089442420343402773 0.13310271226328041
leaf_count=26 19 411 466 42 21 15
internal_value=0 0.00178316 8.25651e-05 -0.030171 0.00870173 -0.0723066
internal_weight=0 9.15324 8.88342 0.531825 0.276623 0.255202
internal_count=1000 896 877 104 63 41
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=7
num_cat=1
split_feature=31 21 14 25 18 23
split_gain=0.0506932 0.0936394 0.127868 0.0871017 0.143603 0.141047
threshold=1.3691098093986513 0.82085999846458446 0.81121668219566356 0.10375598073005678 -1.5012420415878294 0
decision_type=2 2 2 2 2 1
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.054652789181411178 -0.021622578952147177 0.081531078069971147 0.069823634563980566 0.027954510497548803 -0.0158759686995418 -0.010111684179976647
leaf_weight=0.30845406104344775 0.51851095061556485 0.20666410884587094 0.21685906537095434 1.9302773449044253 4.5053568546447869 1.9635459080495821
leaf_count=29 53 24 20 213 453 208
internal_value=0 0.0220585 0.00534472 -0.00236159 -0.0113567 0.0087588
internal_weight=0 0.942034 0.73537 8.70763 4.81381 3.89382
internal_count=1000 97 73 903 482 421
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=6
num_cat=0
split_feature=3 4 6 10 31
split_gain=0.0540228 0.124944 0.138106 0.0953681 0.0950381
threshold=-0.49797442555427546 -3.2548031806945796 -1.4588729143142698 -5.6221578121185294 -1.7747542858123777
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.052760281486985465 -0.075682153413706016 0.030900607642466771 -0.029354218525741688 -0.046523898353493492 0.0093415166152576411
leaf_weight=0.27291505661560256 0.14378222916275252 0.46475313650216854 2.0955077937378515 0.3199909616523654 6.2972183633360146
leaf_count=34 15 63 227 34 627
internal_value=0 -0.0115601 -0.0184164 0.00488931 0.00664001
internal_weight=0 2.83318 2.56026 6.76099 6.61721
internal_count=1000 324 290 676 661
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=8
num_cat=1
split_feature=8 7 22 27 5 26 11
split_gain=0.0522579 0.143323 0.138543 0.128845 0.097893 0.219788 0.182684
threshold=0 -0.50514426827430714 0.18504730612039569 -0.99950659275054921 -1.2619942426681516 -0.0044701920123770824 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.050209695877012253 0.005488102972127807 0.01291958539539024 0.087342834155138604 0.0063318350903055045 -0.0054817529146907072 -0.061269103873091979 0.060744793225345164
leaf_weight=0.47939933987072469 1.1168079929159378 0.69491201630717092 0.39079467516035038 2.5298335238898062 2.9687269022820151 0.88320539757705763 0.48449708392581659
leaf_count=45 91 133 92 233 261 113 32
internal_value=0 0.00856156 0.0397079 -0.00267577 -0.00638652 -0.0239919 0.00381002
internal_weight=0 4.09494 1.08571 3.00923 5.45324 2.00001 3.45322
internal_count=1000 503 225 278 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=8
num_cat=0
split_feature=4 9 26 31 15 27 11
split_gain=0.050049 0.176627 0.151495 0.114164 0.17576 0.159097 0.0818505
threshold=-0.44345408678054804 -2.2834039926528926 -0.82819029688835133 -0.16177539527416226 0.15264927595853808 1.2911308407783511 -2.946575284004211
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.084188130916923398 -0.015730927247106574 -0.021366037023377582 0.030086710835191755 -0.027646159342584537 0.037432129922123657 0.055958269056857836 -0.01377852694873501
leaf_weight=0.2256526763230795 1.3284180762273083 0.73579603571761287 2.5744649833850417 2.562761472130092 1.1692080933444229 0.24980333917983433 0.61530856748868235
leaf_count=33 112 73 329 263 96 33 61
internal_value=0 0.00825319 0.0186499 -0.00640339 0.00915617 -0.0202207 -0.0326713
internal_weight=0 4.15122 3.31026 5.31019 2.49763 2.81256 0.840961
internal_count=1000 496 402 504 208 296 94
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=8
num_cat=0
split_feature=30 31 30 0 18 17 25
split_gain=0.0502178 0.143886 0.112491 0.089661 0.125554 0.0981534 0.0752255
threshold=-0.75394436717033375 0.61904841661453258 -1.1216092109680174 -1.608339190483093 0.21781289577484134 0.75022095441818248 -0.10697140917181967
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.0054533337436740055 -0.00068480114737760433 0.092868175653161661 -0.061773936602651763 0.012815932941370463 -0.095437671875566454 -0.016765698601334346 -0.003078398602009058
leaf_weight=0.87213202706811888 0.41398138023623676 0.1637904103990877 0.59766431234561412 5.5544202553353443 0.21118436410142749 1.4054822522302854 0.16307445056054337
leaf_count=90 65 16 79 529 53 137 31
internal_value=0 -0.0150096 -0.028355 0.00358372 -0.0326928 0.00684222 0.045
internal_weight=0 1.79666 1.4698 7.58507 0.625166 6.9599 0.326865
internal_count=1000 216 169 784 118 666 47
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=8
num_cat=1
split_feature=8 12 4 13 6 29 11
split_gain=0.0478307 0.124447 0.168928 0.157813 0.0977664 0.184427 0.134723
threshold=0 -0.29050955176353449 -1.9988602399826048 -0.70296543836593617 0.77008655667305004 -0.19384890794754026 0.10654639080166818
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.045468331699483153 -0.020590979695400986 0.10097428316173643 0.014147467008434784 -0.027231472152930071 0.0097109366136537978 -0.06132917015571962 0.017512541796379909
leaf_weight=0.38070431396226911 1.5536745076551599 0.25273917665981627 1.9757818858124661 1.3843562140921224 0.68560833036463009 0.78255598632904344 2.3039323157645413
leaf_count=49 173 74 222 158 60 95 169
internal_value=0 0.00828439 0.0239946 -0.0115509 -0.00619245 -0.0281546 0.00216612
internal_weight=0 3.99358 2.22852 1.76506 5.32577 1.46816 3.85761
internal_count=1000 503 296 207 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=6
num_cat=0
split_feature=13 30 9 26 2
split_gain=0.0499906 0.14914 0.169019 0.0784623 0.0825309
threshold=1.3883623480796816 0.77336484193801891 0.39663147926330572 1.9975859522819521 0.29434275627136236
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.014403402856753234 -0.044606672517973955 0.085997536856508058 0.055679450291617943 -0.0593458900503291 -0.0075511919010393183
leaf_weight=2.470334171956889 0.40167336459853764 0.26171703608997632 0.28894832674632198 0.23572624431290101 5.5795766372331173
leaf_count=279 40 22 34 26 599
internal_value=0 0.0217131 -0.00264809 -0.00247906 -0.000813827
internal_weight=0 0.952339 0.690622 8.28564 8.04991
internal_count=1000 96 74 904 878
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=7
num_cat=0
split_feature=3 10 22 0 29 27
split_gain=0.0486299 0.105365 0.102765 0.124075 0.0965557 0.0936785
threshold=-0.49797442555427546 -5.9636945724487296 -1.0270571708679197 2.4160362482070927 0.51846581697464 -0.56510543823242176
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.0069857456130908158 -0.10126432526878881 0.024766665838209523 -0.005112707434700694 -0.057215154492708024 0.094701628680502969 -0.0016620192167132602
leaf_weight=0.21626493975964001 0.092472054529935011 1.9140889706823143 1.698051284595522 0.62538420868804667 0.16433243461870006 4.4809467999893968
leaf_count=36 11 202 209 65 14 463
internal_value=0 0.00471584 -0.0112467 -0.0191368 0.0369203 0.00624831
internal_weight=0 6.48751 2.70403 2.32344 0.380597 6.39504
internal_count=1000 676 324 274 50 665
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=7
num_cat=0
split_feature=11 4 9 9 9 25
split_gain=0.0488948 0.0733081 0.241513 0.123298 0.0558801 0.0602587
threshold=-5.2096197605133048 -1.6822952032089231 -0.89385390281677235 -1.9159966707229612 -1.0644020438194273 -0.15994503349065778
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.06759876235558937 -0.0066130022231600475 0.030667394313531729 0.06628297424973581 -0.0088053725206044021 -0.052136094650981915 0.055161165458907119
leaf_weight=0.22328392139752395 1.3271975173192916 0.91707170659947124 0.69120330140276465 5.771865418400921 0.099570387246785685 0.11034713443086808
leaf_count=32 127 94 122 561 28 36
internal_value=0 0.00164677 0.0183503 -0.00339355 -0.0327747 0.00426675
internal_weight=0 8.70734 2.0184 6.68894 0.433201 0.209918
internal_count=1000 904 249 655 96 64
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=5
num_cat=0
split_feature=2 11 11 3
split_gain=0.0482531 0.0955523 0.144413 0.0769362
threshold=4.188784360885621 6.3956449031829843 4.8875966072082528 -0.94009315967559803
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0026456937831554894 -0.014452240955469721 -0.050122834392629857 0.050433744911290636 0.081498670633198142
leaf_weight=7.8156747782885496 0.15524462296161801 0.38490366238693319 0.5485434562424415 0.18099358725339776
leaf_count=873 14 37 50 26
internal_value=0 -0.00140645 0.00083537 0.0371972
internal_weight=0 8.74912 8.36422 0.336238
internal_count=1000 960 923 40
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=8
num_cat=1
split_feature=22 22 8 28 14 14 4
split_gain=0.0485948 0.135474 0.145117 0.128905 0.163518 0.146843 0.12801
threshold=0.26117700338363653 0.035218209028244025 0 -0.69158238172531117 -0.49696150422096247 -1.0544229745864866 -2.2204345464706416
decision_type=2 2 1 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.043091532909115562 0.04303775615967418 -0.0057939339304763429 -0.08738707707587863 -0.016316158287264862 0.036669286553839012 -0.042752959833085788 -0.0059062530162452519
leaf_weight=0.62089146216635516 0.26730730665440205 0.49262468893721223 0.3909765356729622 0.84511044671580804 1.8739413205690876 0.78667726528601656 3.7754124979901462
leaf_count=109 23 46 42 89 214 81 396
internal_value=0 -0.00616752 -0.0418973 0.00869291 0.0202008 -0.0209951 0.00101372
internal_weight=0 5.27991 0.883601 3.77304 2.71905 1.05398 4.3963
internal_count=1000 593 88 407 303 104 505
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=8
num_cat=1
split_feature=0 1 4 9 26 2 29
split_gain=0.0436469 0.156739 0.194846 0.16082 0.14854 0.137558 0.0655834
threshold=-0.53437867760658253 0 1.5018882751464846 2.2335890531539921 -0.85785791277885426 -0.49497580528259272 0.57423835992813121
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.0086800763583403783 -0.0010658875650967467 0.012995640356769991 -0.067246811934039183 0.092522346279304016 0.042211009838891006 -0.039314952836433381 0.090376597895163002
leaf_weight=0.25281256554103526 3.1999051736208917 2.9716838105832726 0.51669473360743712 0.27807591482269334 0.24442108863422651 1.3504692873756305 0.16073698608670384
leaf_count=44 357 258 48 41 45 190 17
internal_value=0 0.00375955 -0.0102666 0.0198006 -0.0129728 -0.0268209 0.0404336
internal_weight=0 6.96636 3.7166 3.24976 2.00844 1.59489 0.41355
internal_count=1000 704 405 299 296 235 61
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=8
num_cat=0
split_feature=18 9 0 22 31 31 2
split_gain=0.0465062 0.140517 0.158965 0.141864 0.0916658 0.172813 0.148765
threshold=-0.65785545110702504 1.555183529853821 -0.78594365715980519 -0.83243590593338002 -0.1249653398990631 0.18357837945222857 3.0348654985427861
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.024579616770016351 0.0082856201952433671 -0.044978064193914924 0.084081556509510172 -0.042026853739515847 -0.049532597456180764 0.0044913307729580179 0.07412754705425674
leaf_weight=0.42504952826129749 2.8595195905234054 0.14665810364567733 0.27326663375242777 1.2910586083999078 0.75427280710755473 2.7541701273303261 0.38995707430149185
leaf_count=50 298 28 39 139 87 314 45
internal_value=0 -0.0128422 0.0390077 -0.0255296 0.00408532 -0.00712316 0.0161871
internal_weight=0 2.13603 0.419925 1.71611 6.75792 3.50844 3.24948
internal_count=1000 256 67 189 744 401 343
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=8
num_cat=0
split_feature=22 11 15 30 26 20 15
split_gain=0.0480946 0.124509 0.190324 0.155729 0.119689 0.176633 0.167379
threshold=0.26117700338363653 0.95515820384025585 -0.83670252561569203 -0.75394436717033375 0.84513708949089061 -0.59975823760032643 0.56692674756050121
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.029771880581435636 0.0023971662371898741 -0.048428132384631575 -0.036924211936204897 0.019102940511919488 0.046417274923892152 -0.061884830803051794 0.054790956244154837
leaf_weight=0.54849490810738677 2.1030720618014138 0.40250686696254012 1.9451634627453129 2.2521798149223287 0.21830807289370568 0.48547245024019492 0.85869365248527163
leaf_count=80 233 52 262 199 26 58 90
internal_value=0 -0.00620846 -0.022254 0.0088638 0.00877903 -0.0282902 0.0175875
internal_weight=0 5.14835 2.49366 2.65469 3.66555 0.703781 2.96177
internal_count=1000 593 342 251 407 84 323
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=5
num_cat=0
split_feature=19 19 16 7
split_gain=0.0907076 0.0595698 0.101834 0.0969044
threshold=2.1676498651504521 1.3722550272941592 -0.047902289777994149 1.6478592157363894
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0027815214629616776 0.07285648627995292 0.029639235256143842 -0.060820554173419888 0.03438954753614807
leaf_weight=7.2063631217764605 0.1676898795267342 0.1814089888939634 0.39632562110182323 0.77696452286318152
leaf_count=777 15 31 43 134
internal_value=0 -0.0014079 -0.0324161 0.000836093
internal_weight=0 8.56106 0.577735 7.98333
internal_count=1000 985 74 911
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=5
num_cat=0
split_feature=15 18 6 18
split_gain=0.050446 0.056431 0.148487 0.108736
threshold=-2.5938820838928218 -1.6409752964973447 -0.56465166807174672 -0.79747301340103138
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.082750657877977432 -0.040184574362284758 -0.02885150030206611 0.081162354264480097 0.0036506921636034698
leaf_weight=0.07301936611475035 0.16068494836508762 1.2071640266624379 0.27075473092190705 6.9866078227094022
leaf_count=8 20 163 29 780
internal_value=0 0.000718301 0.035968 -0.00113776
internal_weight=0 8.62521 0.43144 8.19377
internal_count=1000 992 49 943
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=8
num_cat=1
split_feature=8 7 2 24 5 26 11
split_gain=0.0481093 0.121553 0.140381 0.130562 0.0990608 0.164321 0.15143
threshold=0 -0.24360075592994687 3.4516642093658452 1.6492570638656618 -1.2619942426681516 -0.0044701920123770824 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0070917255221251904 0.0016474298270116089 0.062131606125165599 -0.046197545277802496 0.072218959355491816 -0.0044528857404731934 -0.059142514733235167 0.059488382745299974
leaf_weight=2.6833701698438981 1.0099254659969572 0.6687000714757686 0.1456855537589945 0.22496553469682101 2.7101116433964312 0.79445059776890037 0.42901399525726436
leaf_count=281 91 190 16 16 261 113 32
internal_value=0 0.00860503 0.0427526 -0.000956887 -0.00644654 -0.0251178 0.00428576
internal_weight=0 3.72272 0.814386 2.90834 4.9435 1.80438 3.13913
internal_count=1000 503 206 297 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=7
num_cat=0
split_feature=19 21 22 27 3 24
split_gain=0.0440127 0.109219 0.0895359 0.0670179 0.171342 0.0973908
threshold=-1.3991433978080747 -0.67316111922264088 0.12464970350265504 -0.56510543823242176 -1.7815890312194822 0.3721322119235993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.090340827501530122 -0.086536440328494391 -0.041453090063724447 0.048404637181161024 -0.012688441601695752 0.023096844332311545 0.016030276276611719
leaf_weight=0.18360837768796046 0.15229634796924107 0.23284843715373416 0.21171066687929851 3.8836370687509998 2.2284169163344814 1.6967249733677361
leaf_count=28 27 26 30 447 238 204
internal_value=0 -0.0254579 0.00133951 0.00203639 0.0160835 -0.00395643
internal_weight=0 0.628167 0.444559 7.96108 2.38071 5.58036
internal_count=1000 84 56 916 265 651
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=8
num_cat=0
split_feature=20 19 18 19 25 27 9
split_gain=0.0455186 0.136126 0.136446 0.104369 0.0971319 0.144443 0.139138
threshold=0.25876171886920935 0.12578448653221133 -0.92270055413246144 -0.49594038724899286 -0.65986099839210499 -0.48481595516204828 -2.0710529088973995
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.032888781014256234 0.010244975619696416 -0.037992618350467973 0.049844139968642301 -0.039478872742710107 0.026830264512501326 0.037952679153620127 -0.021860816854326049
leaf_weight=0.40631702695100103 1.1691478485392961 0.21279758655873582 1.0469342815104026 0.66065730943046252 0.71184348069800751 0.98691577577096701 3.3430456381938711
leaf_count=43 137 28 141 85 74 101 391
internal_value=0 0.00970847 0.0350065 -0.00770799 -0.00548628 0.0172927 -0.013313
internal_weight=0 3.08954 1.25973 1.82981 5.44812 1.39323 4.05489
internal_count=1000 391 169 222 609 144 465
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=8
num_cat=0
split_feature=9 6 4 9 16 29 7
split_gain=0.0461426 0.160481 0.161836 0.0919252 0.0902681 0.120346 0.0941748
threshold=1.0618134737014773 -1.5804541110992429 0.4314530491828919 1.8027077913284304 -1.4427587389945982 -0.038897270336747163 -3.3866791725158687
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.02402559243826077 0.025346501814265884 0.071091418096065284 0.006319887315842123 -0.072920508212940799 -0.052354424424395501 -0.074063269648872707 0.0026271632161674599
leaf_weight=0.18474383754073642 0.13832941059263282 0.53604923751299782 1.3758055837673735 0.30529537872166657 0.33134887574215088 0.38731020475074718 5.2084386001067742
leaf_count=22 27 89 127 80 44 45 566
internal_value=0 0.0119073 0.0244806 -0.0422793 -0.00456672 -0.0423856 -0.000661426
internal_weight=0 2.35548 1.91185 0.443625 6.11184 0.572054 5.53979
internal_count=1000 323 216 107 677 67 610
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=8
num_cat=0
split_feature=11 5 7 6 21 29 11
split_gain=0.0466982 0.0775975 0.224697 0.146095 0.0700988 0.0376787 0.018374
threshold=-4.8831543922424308 -0.18700882792472837 -1.6289549469947813 -0.96759614348411549 -0.30010202527046198 -0.67078268527984608 -5.8962113857269278
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.042970662515382729 -0.047986839060871006 -0.021683608779056205 0.03769211891968563 0.0011995028854302797 -0.055282112509373205 0.032708572481784541 -0.10164966440089623
leaf_weight=0.10480622121576744 0.69663362946675977 1.0185755462798627 1.7029180467401372 4.5350937544467342 0.069312961324612843 0.16336977420360188 0.10871643872269487
leaf_count=26 115 105 231 445 16 47 15
internal_value=0 0.00177423 0.0154695 -0.00534993 -0.0314715 0.00649737 -0.0728475
internal_weight=0 7.95322 2.72149 5.23173 0.446205 0.232683 0.213523
internal_count=1000 896 336 560 104 63 41
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=8
num_cat=1
split_feature=8 4 26 16 6 10 9
split_gain=0.0453646 0.104003 0.159666 0.132517 0.0927102 0.1704 0.132545
threshold=0 1.581968426704407 -0.81803804636001576 0.5102781653404237 0.77008655667305004 -1.9995312094688413 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.005283263306702775 -0.047141351159057765 0.040173774660747237 -0.044514254494584495 0.056373460398334463 0.044332941471121122 -0.046834293989833797 0.009941828847085726
leaf_weight=1.8319049258334423 0.47075137061619932 0.32332330471581372 0.71477769539239921 0.70232820324576994 0.25462081015575666 1.0523992309367711 2.9927044787432351
leaf_count=274 51 29 74 126 17 138 291
internal_value=0 0.00852172 -0.0181376 0.0194422 -0.00638074 -0.029074 0.00218311
internal_weight=0 3.57233 1.0381 2.53423 4.77048 1.30702 3.46346
internal_count=1000 503 103 400 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=7
num_cat=0
split_feature=3 6 7 30 31 30
split_gain=0.0481601 0.0984748 0.128873 0.108442 0.0815406 0.0986545
threshold=-0.49797442555427546 -1.4588729143142698 -0.25185197591781611 -0.75394436717033375 -1.7747542858123777 0.55339282751083385
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.016826949886620944 -0.047483023440732644 -0.074849525119070975 0.094749392213956327 -0.0109873655047893 0.015821437505632984 -0.014098751794267395
leaf_weight=0.23513018413586906 0.28224522083110049 0.31475729095211646 0.18494136187291621 1.7128527302206744 4.0198547512291043 1.518230083268463
leaf_count=41 35 48 32 203 450 191
internal_value=0 -0.0117714 0.0322958 -0.020901 0.00494695 0.00761901
internal_weight=0 2.44768 0.420072 2.02761 5.82033 5.53808
internal_count=1000 324 73 251 676 641
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=8
num_cat=0
split_feature=11 4 5 9 5 7 7
split_gain=0.0472678 0.134212 0.156212 0.155889 0.115373 0.161742 0.129567
threshold=-1.102678596973419 -2.1853830814361568 0.45862978696823126 -2.432652354240417 -0.15890216827392575 0.26619952917099005 -0.50514426827430714
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.059027006589934254 0.010280007697275157 -0.064316636138514946 -4.5877758755788039e-05 0.045436960266812459 0.010253863756812698 0.088407407003071092 -0.024741359673660503
leaf_weight=0.18624113345867954 2.7569402591752805 0.69804560169154661 0.82525694090281831 0.61314087550795227 1.0730321768112387 0.35156328673792803 1.7126592566492034
leaf_count=28 258 106 133 121 99 56 199
internal_value=0 -0.0120842 -0.0294976 0.0210988 0.00475915 0.0295407 -0.00313947
internal_weight=0 2.32268 1.5233 0.799382 5.89419 1.4246 4.4696
internal_count=1000 388 239 149 612 155 457
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=7
num_cat=0
split_feature=13 30 9 17 2 13
split_gain=0.0460828 0.114765 0.129722 0.0684756 0.175572 0.123233
threshold=1.3883623480796816 0.77336484193801891 0.39663147926330572 -1.4139283299446104 0.30985975265502935 1.2606914639472964
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.087247345253012323 -0.040473492969974573 0.082438263032072134 0.052933743420270629 -0.0036283134590656069 -0.011059666631001538 -0.089334926890701938
leaf_weight=0.28922924407652306 0.34779791510845814 0.22967903302924242 0.25969714168968494 6.3482371621931861 0.48852563364198431 0.17231824603004486
leaf_count=29 40 22 34 800 53 22
internal_value=0 0.022223 -0.000542975 -0.00254797 0.0254985 -0.00589328
internal_weight=0 0.837174 0.607495 7.29831 0.777755 6.52056
internal_count=1000 96 74 904 82 822
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=6
num_cat=0
split_feature=4 3 4 4 2
split_gain=0.0428237 0.0951766 0.0909452 0.086121 0.0632862
threshold=3.1555353403091435 1.4348896741867068 2.4936379194259648 1.7819178700447085 1.8960080742836001
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0018881664499488988 0.018573088285308598 -0.082170471807693046 0.013657447622678197 -0.040287407508537536 0.088144757908875881
leaf_weight=6.7088358143889764 0.18328337236238201 0.19202785004017642 0.27850483196925768 0.52181614649475694 0.19318108175275484
leaf_count=835 31 22 30 60 22
internal_value=0 -0.0329723 0.00161981 -0.00115553 0.0441641
internal_weight=0 0.375311 7.70234 7.23065 0.471686
internal_count=1000 53 947 895 52
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=6
num_cat=0
split_feature=3 4 6 10 2
split_gain=0.0447972 0.0837865 0.0946094 0.0759812 0.0941427
threshold=-0.49797442555427546 -3.2548031806945796 -1.4588729143142698 -4.9047172069549552 -0.57413148880004872
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.04930850668182174 -0.053856243962277665 0.027822629697162662 -0.027096274562091391 0.040952215185212644 0.0020167338471256853
leaf_weight=0.20636943421959619 0.21242152579361562 0.38102547955941268 1.774819377879566 0.71428318392236168 4.7554368799793565
leaf_count=34 25 63 227 110 541
internal_value=0 -0.0115629 -0.0173899 0.00482243 0.00710126
internal_weight=0 2.36221 2.15584 5.68214 5.46972
internal_count=1000 324 290 676 651
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=6
num_cat=0
split_feature=11 2 4 9 10
split_gain=0.0456486 0.0723226 0.0769938 0.041219 0.0578989
threshold=-5.2096197605133048 -2.481732845306396 -1.6822952032089231 -1.0644020438194273 -5.0857675075530997
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.066669487253462681 0.058146573590868438 0.018378313379842692 -0.0056482683595235755 -0.089594088930244453 0.035172426755425347
leaf_weight=0.19058251996466424 0.2202848325978265 1.7439238614997519 5.6705218028704394 0.051926021056715399 0.13109968524076965
leaf_count=32 19 247 638 12 52
internal_value=0 0.00168055 2.93351e-06 -0.0341192 -0.000224944
internal_weight=0 7.63473 7.41445 0.373608 0.183026
internal_count=1000 904 885 96 64
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=8
num_cat=0
split_feature=11 4 5 28 5 7 6
split_gain=0.0454056 0.101279 0.139223 0.125344 0.0989145 0.146979 0.109628
threshold=-1.102678596973419 -2.1853830814361568 0.45862978696823126 0.36148001253604894 -0.15890216827392575 0.26619952917099005 -0.69330593943595875
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.048060675118795547 -0.039565574332379089 -0.061433996135386873 0.00048963462893711069 -0.036701340567178907 0.009903121474921445 0.086766218013307264 0.0041210840656602304
leaf_weight=0.48488318551199006 0.68002755087263711 0.66197416815680277 0.80410943140077507 0.27251393597191509 1.0543545942565513 0.3256137161265541 3.6985688594277235
leaf_count=99 96 106 133 50 99 56 361
internal_value=0 -0.0121304 -0.0274705 0.017563 0.0046939 0.0280395 -0.00266377
internal_weight=0 2.22348 1.46608 0.757397 5.75856 1.37997 4.3786
internal_count=1000 388 239 149 612 155 457
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=8
num_cat=0
split_feature=9 6 7 11 7 9 18
split_gain=0.0439397 0.139964 0.147854 0.0829699 0.154499 0.153577 0.0820014
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 0.95515820384025585 1.6478592157363894 -1.8577739000320432 0.031244269572198394
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.025552587056366774 0.0049729590042394889 0.052278914402041812 -0.0050554506683178103 0.04855871841053036 0.044258461059383677 -0.0056379910259079279 -0.085467561905387276
leaf_weight=2.4919088611552529 0.19556805112915787 0.90951198256516375 0.88983201025229131 0.68902752906251441 0.3632209669920029 2.1679903431072489 0.20569780205141797
leaf_count=327 58 114 102 82 76 192 49
internal_value=0 0.0120157 0.0239253 -0.00461542 -0.0166714 0.00743264 -0.0413889
internal_weight=0 2.20061 1.79934 5.71215 2.85513 2.85702 0.401266
internal_count=1000 323 216 677 403 274 107
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=8
num_cat=1
split_feature=8 7 10 26 31 3 24
split_gain=0.0426191 0.111891 0.0968659 0.0917009 0.0796862 0.107242 0.0875776
threshold=0 -0.53416204452514637 -3.2757716178894039 -0.039635069668292992 1.3691098093986513 3.0217821598052983 -0.13472241908311841
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.063195533133636947 -0.0070289666835767588 0.010632187981855808 0.003939914559692159 0.074824833254031151 0.072850211467408957 -0.077507871700889519 -0.011485211708680963
leaf_weight=0.23786802890390468 3.7481363040789124 0.51135024020322817 2.2272516202682482 0.39400774383966553 0.25140358321368694 0.22909364126553544 0.2413324941344398
leaf_count=26 416 118 248 111 27 31 23
internal_value=0 0.00850364 -0.00253822 0.0385685 -0.00638909 -0.0110886 0.0315444
internal_weight=0 3.37048 2.46512 0.905358 4.46997 3.97723 0.492736
internal_count=1000 503 274 229 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=7
num_cat=0
split_feature=13 7 13 22 13 4
split_gain=0.0405856 0.10423 0.119626 0.0590282 0.118534 0.114736
threshold=1.3883623480796816 -1.6642212867736814 1.4956029057502749 0.58588045835495006 0.20118774473667148 1.4291652441024782
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0044971472130447693 0.064875079321109738 0.067442319550906946 -0.042701991589822581 0.024104219088203468 -0.026856629029329917 -0.036061979250210562
leaf_weight=2.9765877813969155 0.32564269858630723 0.14220078996731889 0.32163737323753594 1.5957032395779149 2.0267934930459433 0.39551166434927143
leaf_count=387 34 17 45 205 258 54
internal_value=0 0.0215102 -0.00893459 -0.00240849 -0.00820379 0.0121535
internal_weight=0 0.789481 0.463838 6.9946 5.00338 1.99121
internal_count=1000 96 62 904 645 259
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=6
num_cat=0
split_feature=22 30 15 28 27
split_gain=0.0406043 0.094161 0.0672022 0.070519 0.0481144
threshold=-1.4049233794212339 -0.68899607658386219 -1.9646769762039182 0.89896380901336681 0.63191586732864391
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=-0.041829921931001046 -0.060929711133797575 0.025036653618967827 -0.0050915934038856282 0.021002118140018681 0.097299984225104844
leaf_weight=0.14723069103820308 0.18825112129343313 0.24804050503553288 5.7410726172822137 1.2636701685660225 0.14659130129439291
leaf_count=23 25 42 735 160 15
internal_value=0 0.0264177 -0.0019688 -0.000384234 0.0518798
internal_weight=0 0.541862 7.19299 7.00474 0.394632
internal_count=1000 80 920 895 57
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=7
num_cat=0
split_feature=19 15 4 27 21 24
split_gain=0.040396 0.096364 0.0715336 0.0648391 0.118968 0.0881654
threshold=-1.3991433978080747 -0.21315930783748624 -0.22178694605827329 -0.56510543823242176 1.3575386404991152 0.3721322119235993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.072269757556052749 0.023361692240605636 0.049924564185403961 -0.04676078860440841 -0.012996087230380038 -0.065947211638075182 0.01581187124723929
leaf_weight=0.24889988251015893 1.9786591547549508 0.18922436611046578 0.12847956726636756 3.4681055075221252 0.16131587344716525 1.5314979687757384
leaf_count=33 248 26 25 447 17 204
internal_value=0 -0.0256772 0.010825 0.00206322 0.0166294 -0.00417152
internal_weight=0 0.566604 0.317704 7.13958 2.13998 4.9996
internal_count=1000 84 51 916 265 651
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=8
num_cat=1
split_feature=3 20 23 21 13 6 19
split_gain=0.0416273 0.0816296 0.110516 0.103902 0.0664697 0.146149 0.142479
threshold=-0.49797442555427546 0.47881735861301428 0 -1.3772658705711363 0.72543808817863475 -0.80244350433349598 0.83948722481727611
decision_type=2 2 1 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.043122671218733283 -0.0090728058968969488 0.05259758935459688 -0.031093165289523262 -0.033355936411860569 -0.042922296398953522 0.043784259951166436 0.041040027627921083
leaf_weight=0.20360976921801932 3.559182782709513 0.38582954546654935 0.26696340242051519 1.392834251890406 0.24544324372368465 0.93474586238244206 0.67494134475327872
leaf_count=17 413 55 47 205 37 109 117
internal_value=0 -0.0114199 0.0183718 -0.0236019 0.00476515 0.0257519 -0.00108456
internal_weight=0 2.24924 0.652793 1.59644 5.41431 1.18019 4.23412
internal_count=1000 324 102 222 676 146 530
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=6
num_cat=0
split_feature=5 11 6 9 2
split_gain=0.0406001 0.0580456 0.115478 0.0839762 0.0319509
threshold=-3.7824122905731197 4.6643924713134775 1.2833580970764162 -2.2834039926528926 2.8269519805908208
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.075667508847016118 -0.033061754597857457 0.054489264102379489 -0.01189799381340465 0.0019960626261436082 0.00034237750227973223
leaf_weight=0.12455639525069262 0.77923026055577693 0.55338155044410064 0.49764706729911268 5.5477795501042815 0.099463217601169163
leaf_count=29 109 53 50 740 19
internal_value=0 0.00129348 0.0230558 -0.00232163 -0.0419196
internal_weight=0 7.37804 1.05103 6.32701 0.22402
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=6
num_cat=0
split_feature=4 4 3 4 17
split_gain=0.0397017 0.0777442 0.077427 0.0736658 0.0575133
threshold=3.1555353403091435 2.4936379194259648 1.4348896741867068 1.7819178700447085 0.22946642339229587
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -3
right_child=2 4 -4 -5 -6
leaf_value=0.0018673087249285942 0.014892312014698981 0.010718888899317935 -0.079605495363250026 -0.038434635891520325 0.083711279940903216
leaf_weight=6.2976236619346082 0.17098187442775259 0.24901568412860786 0.1759121691211476 0.48873551683061567 0.190550929080473
leaf_count=835 31 34 22 60 18
internal_value=0 0.00160473 -0.0330281 -0.00103513 0.0423609
internal_weight=0 7.22593 0.346894 6.78636 0.439567
internal_count=1000 947 53 895 52
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=8
num_cat=1
split_feature=8 4 13 3 9 19 6
split_gain=0.0408131 0.102921 0.112259 0.109838 0.0816536 0.103502 0.101766
threshold=0 0.45788866281509405 -0.53143158555030812 -0.94009315967559803 1.3687919378280642 1.3722550272941592 -1.5258474349975584
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0043635567593359442 -0.0076737533259822709 0.029112428849042624 -0.027123246348379357 0.048640119488427475 -0.043331820949263342 -0.074759152407532822 0.048418163717164273
leaf_weight=0.67221309005981311 3.4004001403573061 0.52130774464785634 1.112543876154916 0.934454308997829 0.15975952264284388 0.24666388982586784 0.49688180683733651
leaf_count=73 343 60 118 252 57 31 66
internal_value=0 0.0084923 -0.00918031 0.0264639 -0.00636632 -0.012211 0.0260956
internal_weight=0 3.24052 1.63385 1.60667 4.30371 3.64706 0.656641
internal_count=1000 503 178 325 497 374 123
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=8
num_cat=2
split_feature=0 1 29 1 6 9 5
split_gain=0.0404899 0.125839 0.157696 0.120645 0.178522 0.122432 0.119912
threshold=-0.53437867760658253 0 -0.43451784551143641 1 -0.56465166807174672 2.2335890531539921 -0.15890216827392575
decision_type=2 1 2 1 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.050845771298552993 0.02538658272519927 -0.082997430346911538 0.039102992780781248 0.01306518325849957 -0.025790986829589902 0.090459048409185241 -0.0030575256376460789
leaf_weight=0.28243235029003699 1.0028036915923624 0.38518448366983193 0.62895702397889863 2.4682300107901942 2.1280265964828686 0.22285487472254306 0.36588784189370904
leaf_count=53 124 92 93 258 281 41 58
internal_value=0 -0.0137473 0.0112286 0.00394732 -0.00939883 0.0194743 -0.0440544
internal_weight=0 1.66246 0.911389 5.82192 3.13083 2.69108 0.751072
internal_count=1000 296 146 704 405 299 150
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=4
num_cat=0
split_feature=18 2 6
split_gain=0.0383744 0.0477056 0.0614487
threshold=1.7860749363899233 4.188784360885621 2.090929508209229
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0025397833729293765 -0.045381880513070988 0.043476384365908949 -0.030326884941376239
leaf_weight=6.3435821328803286 0.18166813465359144 0.2568493631442833 0.62489160335326221
leaf_count=791 38 38 133
internal_value=0 0.0011525 -0.000407505
internal_weight=0 7.22532 6.96847
internal_count=1000 962 924
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=8
num_cat=1
split_feature=8 7 27 22 6 11 0
split_gain=0.0369899 0.0982892 0.102563 0.0807207 0.0735638 0.0943868 0.0540801
threshold=0 -0.53416204452514637 -0.99950659275054921 0.18504730612039569 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.049939620647118259 -0.010555327718106008 0.013016782860007906 0.0068270009061220278 0.076132364046481535 -0.10073444080476135 0.027852305171508926 -0.0056287271320843565
leaf_weight=0.38149594025162592 3.1881866235829652 0.53211138948086034 1.9206485891172063 0.32725660360870279 0.13781338691615008 0.80050206750547648 0.10560567666834686
leaf_count=45 356 134 229 95 46 78 17
internal_value=0 0.00819282 -0.00257998 0.0370519 -0.00610417 -0.00284718 -0.0594735
internal_weight=0 3.16151 2.30214 0.859368 4.23211 3.98869 0.243419
internal_count=1000 503 274 229 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=8
num_cat=0
split_feature=4 9 26 9 4 2 16
split_gain=0.0379653 0.149419 0.11631 0.0935215 0.127039 0.111597 0.0624751
threshold=-0.44345408678054804 -2.2834039926528926 -0.82819029688835133 -1.8577739000320432 0.44688245654106146 -2.481732845306396 -0.77104368805885304
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.018410444434810377 -0.042542520299173277 -0.020693442446343174 0.030401534645073332 0.084900469749792859 0.078130918597472648 -0.014439767127985812 -0.052363540079244986
leaf_weight=0.1671897224332497 0.12828623460336519 0.57339065222549912 1.9976778781975775 0.11675429716706309 0.27265568805523799 3.597027655823922 0.4910878405280531
leaf_count=19 19 73 329 11 36 438 75
internal_value=0 0.00812238 0.0190065 -0.00636313 0.03952 -0.0113167 -0.0343883
internal_weight=0 3.22935 2.57107 4.11472 0.400942 3.71378 0.658278
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=5
num_cat=0
split_feature=25 19 17 27
split_gain=0.0395954 0.0530305 0.0886363 0.07261
threshold=-2.0748205184936519 -1.3991433978080747 0.54740771651268016 -0.56510543823242176
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.052868608345086512 -0.0050386654131617612 0.017332212931740323 -0.097924314703449714 -0.0054930141381717285
leaf_weight=0.13903888812410503 0.34463542646699341 1.9877006635479118 0.14636450814077762 4.6636113479353298
leaf_count=16 57 261 25 641
internal_value=0 -0.001013 -0.0327274 0.00132815
internal_weight=0 7.14231 0.491 6.65131
internal_count=1000 984 82 902
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=8
num_cat=0
split_feature=11 19 9 27 5 7 7
split_gain=0.0385775 0.0941662 0.124705 0.0969308 0.090982 0.13018 0.100522
threshold=-1.102678596973419 -0.54270070791244496 -0.072343081235885606 0.513899326324463 -0.15890216827392575 0.26619952917099005 -0.50514426827430714
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.011693273748865316 0.009779397981600756 -0.056668086028132107 0.002420704270879398 0.070662752893245556 0.01019484678661599 0.086161220495846194 -0.022854660449948917
leaf_weight=0.35107954260104213 2.434168753814447 0.67883210568606966 0.75375688018402764 0.24102689484607254 0.96352389591919496 0.29453632642389493 1.5416974294819286
leaf_count=68 258 127 151 42 99 56 199
internal_value=0 -0.0117139 -0.0255785 0.0218311 0.00454158 0.02798 -0.00287491
internal_weight=0 2.0247 1.43259 0.592106 5.23393 1.25806 3.97587
internal_count=1000 388 278 110 612 155 457
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=7
num_cat=0
split_feature=13 19 13 20 13 27
split_gain=0.0370497 0.0898822 0.0756321 0.0750164 0.0402647 0.0368918
threshold=-1.2598152160644529 -0.29766309261322016 -1.187853932380676 -1.1364628076553343 -1.3795455694198606 0.29147735238075262
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.056844052266008409 -0.079228251554109841 0.028663141405557948 0.031066074930984195 -0.0043486108032109163 0.097619819805882177 0.017747007148672708
leaf_weight=0.1359574750866841 0.12498713674722228 0.20866589552588266 0.66704227029185847 5.7888566402190236 0.14251010683619814 0.12942941841174616
leaf_count=23 16 40 106 782 16 17
internal_value=0 0.0234549 -0.00218111 -0.000689462 0.0566463 -0.0204659
internal_weight=0 0.616563 6.58089 6.4559 0.351176 0.265387
internal_count=1000 96 904 888 56 40
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=7
num_cat=0
split_feature=4 9 3 2 6 15
split_gain=0.0380787 0.129227 0.108501 0.0833449 0.0976843 0.0591094
threshold=-0.44345408678054804 -2.2834039926528926 -0.63477313518524159 4.188784360885621 1.7042843699455263 1.1410110592842104
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.048231021944465588 -0.002823886375638724 -0.0095334122481905981 0.033835814916814408 0.060711561467312172 -0.047474542368303334 0.025658889487627557
leaf_weight=0.49576193107350297 3.260976691277961 0.89530159131027254 1.6218622231020838 0.176687441928152 0.57660620099375126 0.13851312583756226
leaf_count=79 385 119 283 24 95 15
internal_value=0 0.00824536 0.0184103 -0.00644096 -0.00953276 -0.0320949
internal_weight=0 3.15144 2.51716 4.01427 3.83758 0.634275
internal_count=1000 496 402 504 480 94
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=8
num_cat=0
split_feature=11 5 7 17 3 7 12
split_gain=0.0376927 0.102293 0.126153 0.118077 0.10024 0.101916 0.0226625
threshold=-0.056552402675151818 -0.15890216827392575 -1.6289549469947813 0.28762726485729223 2.6009738445281987 2.0273846387863164 0.18951624631881717
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.02065514835734163 0.012356301275008003 0.0010500494514521265 0.075410488958850275 -0.024924822266156221 0.02210250925802941 0.051853151068563488 0.10020359181387287
leaf_weight=2.2529171057077528 2.1959454317830027 0.49465227185919503 0.42345439235782567 1.3855923591361259 0.062320276811078545 0.21210056575137048 0.091999817137548234
leaf_count=383 243 39 77 156 27 57 18
internal_value=0 0.0055672 0.035347 -0.00206668 -0.00952153 -0.0144162 0.0686634
internal_weight=0 4.49964 0.918107 3.58154 2.61934 2.46502 0.15432
internal_count=1000 515 116 399 485 440 45
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=8
num_cat=1
split_feature=8 7 27 6 7 6 3
split_gain=0.0418965 0.0920863 0.0888353 0.0793728 0.0693304 0.224599 0.107769
threshold=0 -0.53416204452514637 -0.99950659275054921 -4.5184216499328604 -1.9599047899246214 -0.59109562635421742 3.0217821598052983
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.047206511528252136 -0.041959996664533698 -0.084506533688326835 0.0070738761209131265 0.045337756539997595 -0.0088224719599062137 0.067437262664322817 -0.091418094872951161
leaf_weight=0.35969820750142467 0.32925391213939292 0.050129774899687618 1.8637713017827762 0.77355068206372823 3.0843493591330575 0.43642644318924784 0.16649983369666177
leaf_count=45 47 7 229 222 366 57 27
internal_value=0 0.00887346 -0.00170725 0.0374353 -0.0066766 0.0203948 -0.0130528
internal_weight=0 3.04715 2.22347 0.82368 4.01653 0.76568 3.25085
internal_count=1000 503 274 229 497 104 393
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=6
num_cat=0
split_feature=4 5 11 3 31
split_gain=0.0382196 0.0753945 0.0677312 0.130647 0.0896215
threshold=3.1555353403091435 -0.27108398079872126 4.5497055053710946 -0.40226960182189936 1.7282394766807558
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0049811735983031052 -0.06973389668090596 0.03282991839367895 -0.027576207471235844 0.05321770885475724 0.057060172409604086
leaf_weight=5.5289398193712032 0.20558478004568315 0.11003260052643771 0.2965379758970812 0.6156966192152139 0.24307210512961308
leaf_count=816 33 20 30 67 34
internal_value=0 -0.0339774 0.00163335 0.0269542 -0.00236848
internal_weight=0 0.315617 6.68425 0.912235 5.77201
internal_count=1000 53 947 97 850
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=8
num_cat=1
split_feature=8 4 18 16 6 29 6
split_gain=0.0368482 0.0865426 0.124442 0.107529 0.0684414 0.13374 0.102257
threshold=0 1.581968426704407 0.091590221971273436 0.5102781653404237 0.77008655667305004 -0.19384890794754026 0.49521195888519293
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0054315075537325766 -0.0034358024369481664 0.01958809149233888 -0.05581827436884549 0.055759564176331947 0.0085269614761667775 -0.061485186104438122 0.069872040676504682
leaf_weight=1.5472019412297875 2.658702322378077 0.43785649542257932 0.4375502753755427 0.58505811457655443 0.52863886207342148 0.56387057725214595 0.20494647519080889
leaf_count=274 325 52 51 126 60 95 17
internal_value=0 0.00837184 -0.0181019 0.0192407 -0.00631339 -0.027608 0.00181072
internal_weight=0 3.00767 0.875407 2.13226 3.95616 1.09251 2.86365
internal_count=1000 503 103 400 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=7
num_cat=0
split_feature=3 9 4 30 26 11
split_gain=0.0367537 0.0901932 0.0950742 0.0729201 0.084699 0.0702398
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 1.2851886153221133 0.18188352137804034 -1.102678596973419
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.085004812462856433 -0.011739316682893958 0.036356153969392874 -0.075544529011691092 0.0022710423016319603 -0.069708710788432951 0.012558122831470267
leaf_weight=0.061323370413447265 1.6727981658079896 0.1037571745691821 0.28307495002968597 0.37079059832831252 0.2923879495519941 4.1203319462929358
leaf_count=9 317 17 82 49 42 484
internal_value=0 -0.0276685 -0.0455302 0.00194635 -0.029464 0.0055421
internal_weight=0 0.448155 0.386832 6.45631 0.663179 5.79313
internal_count=1000 108 99 892 91 801
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=5
num_cat=0
split_feature=20 10 10 6
split_gain=0.0370674 0.0461048 0.0533862 0.0426436
threshold=1.9680437445640566 -6.1436679363250724 -1.8559841513633726 -2.0294094085693355
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.0020737781482693357 0.048747521428452428 0.014163810505547403 -0.0055638638057920542 -0.087049478989064497
leaf_weight=0.098516322499563103 0.15258102431107534 1.9683167146858975 4.5260445417633832 0.11798365079448547
leaf_count=21 18 238 703 20
internal_value=0 -0.00109815 0.000415217 -0.0464948
internal_weight=0 6.71086 6.49436 0.2165
internal_count=1000 982 941 41
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=5
num_cat=0
split_feature=30 11 5 7
split_gain=0.0365094 0.046423 0.0597613 0.0343937
threshold=-1.713110029697418 -5.2096197605133048 -0.94487735629081715 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.040636480455537138 -0.064043478456015296 -0.0072745860207829045 0.012213625475795539 0.0042155251888966417
leaf_weight=0.21412354793631028 0.18390187803447577 2.9386201590158407 3.3873386534975793 0.12331578805606114
leaf_count=32 53 408 467 40
internal_value=0 0.0013171 0.0031607 -0.0366446
internal_weight=0 6.63318 6.32596 0.307218
internal_count=1000 968 875 93
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=4
num_cat=0
split_feature=22 29 30
split_gain=0.0361452 0.049901 0.0472601
threshold=1.9384591579437258 -2.0384702682495113 -1.2146136760711668
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.061289182536077791 0.046915879827494053 -0.031311457628268473 0.00016552192703918117
leaf_weight=0.1256763221535947 0.16036415713051599 0.51798271814254793 6.0270337233380928
leaf_count=19 24 86 871
internal_value=0 -0.00112711 -0.00232561
internal_weight=0 6.67069 6.54502
internal_count=1000 976 957
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=8
num_cat=0
split_feature=9 6 27 3 20 6 9
split_gain=0.0361818 0.116241 0.118657 0.0794522 0.149823 0.0936952 0.0678709
threshold=1.0618134737014773 -1.5804541110992429 -1.1444159746170042 1.8012591600418093 0.83791944384574901 -1.829513370990753 1.6154040694236758
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.032807058243829297 0.025736937291805064 0.092708393687223126 0.012373366104246906 0.039712648630683071 -0.045968018061305176 -0.016854794726277957 -0.070993750166746139
leaf_weight=0.42761771537334414 0.10499381036242983 0.21362800429415063 1.3193794171734223 0.84521966804697946 0.26904929599277239 3.4045884762224436 0.23464081837528283
leaf_count=72 22 27 189 122 40 443 85
internal_value=0 0.0118413 0.0235682 -0.00447925 0.0190244 -0.0113133 -0.0410907
internal_weight=0 1.87264 1.53301 4.94648 1.11427 3.83221 0.339635
internal_count=1000 323 216 677 162 515 107
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=7
num_cat=0
split_feature=4 9 5 15 25 2
split_gain=0.0382143 0.216299 0.11456 0.101962 0.0867179 0.0810322
threshold=-1.6112870573997495 -0.89385390281677235 1.5062254071235659 1.284161448478699 -1.7371324896812437 3.0348654985427861
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.025894024968725549 0.069067189794808401 0.07850253949517573 -0.031250070748135128 0.058824094554493993 -0.011883994943497296 0.026716517778871018
leaf_weight=0.97761777613050049 0.15521704383479562 0.52993317945333718 0.11590646437389296 0.16621913340532046 4.1897379813353837 0.62496218479714105
leaf_count=138 22 132 29 21 558 100
internal_value=0 0.0125398 0.0588056 -0.013583 -0.00450181 -0.00687354
internal_weight=0 1.78968 0.64584 1.14384 4.96992 4.8147
internal_count=1000 320 161 159 680 658
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=7
num_cat=0
split_feature=13 28 19 13 20 21
split_gain=0.0375815 0.0826995 0.0972004 0.0648962 0.0609498 0.0179719
threshold=-1.2598152160644529 0.039898073300719268 -0.29766309261322016 -1.187853932380676 -1.1364628076553343 0.034177251160144813
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=-0.07213935993416519 -0.077243024612511701 0.10030601572916412 0.036768287371198242 0.028721384637088933 -0.0042578369618131466 0.043528634406493086
leaf_weight=0.13518922476760054 0.11324316821992386 0.11219549793418082 0.20809679534886516 0.62532602183625829 5.3966131162892452 0.11081208855284785
leaf_count=20 16 19 33 106 782 24
internal_value=0 0.0246803 -0.00612056 -0.0022436 -0.000833232 0.0720934
internal_weight=0 0.566294 0.343286 6.13518 6.02194 0.223008
internal_count=1000 96 53 904 888 43
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=8
num_cat=0
split_feature=0 15 2 9 3 7 15
split_gain=0.0381781 0.0859062 0.104297 0.0701468 0.146151 0.0681547 0.00272678
threshold=-1.608339190483093 0.47169506549835211 1.4031839370727541 1.2183623313903811 0.74455237388610851 0.88489025831222545 0.68115776777267467
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.025311478526427646 -0.009064839561859047 -0.10103457438790944 -0.098296346724737901 0.058225981289800693 -0.0074733729441970381 0.022065563860464928 -0.073324721290178765
leaf_weight=0.31781414465172009 3.8905428888019742 0.090105314254287805 0.086934904515942435 0.61873042945990142 0.74784687147621298 0.85845594853651608 0.058613567694237645
leaf_count=63 472 21 41 95 113 168 27
internal_value=0 -0.0251191 -0.0012379 0.00230762 0.0222726 -0.00343753 -0.0901135
internal_weight=0 0.553468 0.404749 6.11558 1.36658 4.749 0.148719
internal_count=1000 152 104 848 208 640 48
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=8
num_cat=1
split_feature=8 4 11 13 5 15 21
split_gain=0.0389277 0.0913739 0.102001 0.0940129 0.0664323 0.157873 0.134625
threshold=0 0.45788866281509405 1.0588229894638064 -0.53143158555030812 -1.9478189349174497 0.34292693436145788 -0.47198067605495447
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.010660688114095866 -0.0019418253302928388 0.028843672012669033 0.071358774275368783 -0.026038157911431516 0.031489107464309517 -0.09449218937413921 -0.014418581556723487
leaf_weight=1.0330979060435086 0.5826939554459617 0.45483053816951724 0.37821044076372334 0.99481676649719453 0.94723373891201923 0.26958116630066797 1.9616920864152683
leaf_count=236 98 60 89 118 106 40 253
internal_value=0 0.00881452 0.0269269 -0.00881884 -0.00666332 -0.0312162 0.000530343
internal_weight=0 2.86096 1.41131 1.44965 3.7612 0.852275 2.90893
internal_count=1000 503 325 178 497 138 359
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=5
num_cat=0
split_feature=3 22 27 10
split_gain=0.0410674 0.0397661 0.0373432 0.0218929
threshold=-2.7369303703308101 1.9384591579437258 -1.4307758212089536 -1.9995312094688413
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.018644590729215656 -0.029091898010902142 0.053220374679619022 0.0020031850774624364 -0.1008587366741563
leaf_weight=0.072435353185937856 0.41340455852332514 0.14337302052854273 5.8720781213762621 0.058587807959668114
leaf_count=27 65 23 860 25
internal_value=0 0.00114585 -4.19799e-05 -0.0554071
internal_weight=0 6.42886 6.28548 0.131023
internal_count=1000 948 925 52
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=7
num_cat=0
split_feature=20 19 11 13 25 3
split_gain=0.0367109 0.112727 0.0872305 0.0864566 0.071218 0.085544
threshold=0.35997511446475988 0.12578448653221133 0.49007196724414831 0.17688041925430301 -2.2798788547515865 -1.6802225112915037
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.10239905886803564 -0.034256819081758046 -0.0036978353273814215 0.060150703056754587 0.016687411079010568 -0.052040783676061048 -0.0024766855257283989
leaf_weight=0.060392552466168925 0.65392854261676825 0.33491778742063605 0.59255852765409145 0.67904680332776479 0.38291488524811246 3.843331481611358
leaf_count=5 109 88 72 98 94 534
internal_value=0 0.0103229 0.0370946 -0.00830471 -0.00542658 -0.00696739
internal_weight=0 2.26045 0.927476 1.33298 4.28664 4.22625
internal_count=1000 367 160 207 633 628
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=6
num_cat=0
split_feature=18 6 18 11 19
split_gain=0.0356996 0.0785358 0.0765485 0.0916948 0.0598174
threshold=-1.5012420415878294 -0.50517910718917836 -0.79747301340103138 2.3344395160675053 0.61862421035766613
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.019853546419581862 -0.055329716538733711 0.065204035374268027 -0.0035522497129653824 0.01460929356064144 0.021428520961254929
leaf_weight=0.19488600818772284 0.52666723602686705 0.24504463418816147 3.9839693630899546 0.29105539083320764 1.2622523106060723
leaf_count=30 104 38 570 44 214
internal_value=0 0.0275242 -0.00197761 -0.030436 0.00245818
internal_weight=0 0.439931 6.06394 0.817723 5.24622
internal_count=1000 68 932 148 784
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=8
num_cat=0
split_feature=4 9 17 9 20 5 10
split_gain=0.0346312 0.115141 0.0919441 0.0804277 0.101961 0.0959656 0.0521669
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -1.8577739000320432 0.1286912485957146 1.4048260450363161 -3.3906586170196529
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.10114218896916592 0.090877938916645418 0.049628421123938768 0.0054582901173894846 -0.017137251745023712 -0.017381664794354768 0.039669089267723417 -0.01871705104021747
leaf_weight=0.091349223541328683 0.18208665724159834 0.66376289839672686 1.6250111699591792 2.9315866823974379 0.16658639894194494 0.33096022663465863 0.48160332084535218
leaf_count=13 27 128 274 394 28 55 81
internal_value=0 0.00823203 0.018268 -0.00649596 0.0391545 -0.0113747 -0.0318586
internal_weight=0 2.86173 2.28877 3.61122 0.348673 3.26255 0.572953
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=8
num_cat=1
split_feature=8 7 4 9 9 28 19
split_gain=0.0363751 0.0818663 0.0806553 0.0742371 0.0698852 0.0834838 0.0804903
threshold=0 -0.80342191457748402 1.5504462718963625 -1.1080552935600279 1.3687919378280642 0.090201854705810561 1.3722550272941592
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.012364845742551256 -0.0081134606047710348 0.080154411213440996 -0.030454082906092 0.01536787449906098 -0.013134666739352433 0.064858738929187087 -0.073380612974475318
leaf_weight=1.2452365773560816 2.8946577185552096 0.25098410142265948 0.68020436312337995 0.59895071326877758 0.27118263656723218 0.27786593653218006 0.20214874091470836
leaf_count=181 343 80 79 163 68 55 31
internal_value=0 0.00864901 -0.00276188 0.0344992 -0.00654424 0.0263367 -0.0123739
internal_weight=0 2.77538 1.92544 0.849935 3.64586 0.549049 3.09681
internal_count=1000 503 260 243 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=7
num_cat=0
split_feature=3 4 22 30 10 15
split_gain=0.0336705 0.0738029 0.0732531 0.0596748 0.119824 0.0937864
threshold=-0.49797442555427546 -3.2548031806945796 -0.79520875215530384 0.11919147521257402 0.82871100306510936 1.1410110592842104
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.051171369358688212 0.0086427265386431144 0.020228184458068885 -0.028850635507328005 -0.026975719935778759 0.021324578810395626 0.072113244589362802
leaf_weight=0.17233332679461444 2.0999674233553383 0.39572044816213736 1.3137298958569656 1.2673649716412003 0.86362458163227973 0.26183422955705271
leaf_count=34 324 65 225 143 171 38
internal_value=0 -0.0112014 -0.0174894 0.00473192 -0.00740109 0.0156792
internal_weight=0 1.88178 1.70945 4.49279 2.13099 2.3618
internal_count=1000 324 290 676 314 362
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=8
num_cat=0
split_feature=20 19 6 18 3 30 22
split_gain=0.0331098 0.0921058 0.0837353 0.0822167 0.0628359 0.0879289 0.0745717
threshold=0.35997511446475988 0.12578448653221133 -0.56465166807174672 0.68497326970100414 -0.9574308693408965 -0.043422264978289597 1.3237955570220949
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.060263219154124609 0.030760741219629673 0.049975263467997466 -0.024191244484425958 -0.026283031965068721 -0.0034868046753104192 0.0022352461255456557 0.049492683551601892
leaf_weight=0.4440698931064162 0.40320366620494508 0.71112044414530817 0.88799570232947656 0.17646211152805336 2.9620517730209035 0.45653862251401722 0.29185771392371851
leaf_count=81 77 125 130 35 426 78 48
internal_value=0 0.0100155 -0.00703135 0.0348142 -0.00520491 -0.0285813 0.00126516
internal_weight=0 2.17878 1.2912 0.887583 4.15452 0.900609 3.25391
internal_count=1000 367 207 160 633 159 474
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=7
num_cat=0
split_feature=0 4 28 9 20 16
split_gain=0.0336136 0.0784305 0.0964401 0.0585793 0.132604 0.0655215
threshold=-1.608339190483093 -0.97413113713264454 -0.014420712832361458 1.2183623313903811 0.4873990416526795 -1.4427587389945982
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.076905775129218243 -0.042072183832952727 -0.084660236971788372 0.0081941627690471138 0.0039186113942795515 0.081093703766757785 0.00055990844007859284
leaf_weight=0.066453867279051337 0.39542392584337349 0.23006299406694097 0.21769591957900036 1.0091058386205984 0.28566511382541637 4.0822753591415912
leaf_count=22 58 72 58 145 63 582
internal_value=0 -0.0244698 -0.0395154 0.0022121 0.0209457 -0.00320492
internal_weight=0 0.514213 0.447759 5.77247 1.29477 4.4777
internal_count=1000 152 130 848 208 640
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=8
num_cat=1
split_feature=8 0 28 28 5 26 11
split_gain=0.0313511 0.0775278 0.113823 0.104981 0.0613476 0.134787 0.104391
threshold=0 0.23862367868423465 -0.31815470755100245 0.17909467220306399 -1.2619942426681516 -0.0044701920123770824 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.044959505284038193 0.0046675196296067575 0.053720656914295423 0.014333895119408177 -0.0026527288424167714 -0.0045810981445624441 -0.059699339241424856 0.058584508934993056
leaf_weight=0.5268191495076735 0.75218735184114394 0.65870082334117774 0.83994209583579527 0.66267670153695235 1.9276091276187801 0.57327641736594637 0.30272799770318659
leaf_count=94 91 139 141 129 261 113 32
internal_value=0 0.00817742 -0.00852079 0.0254492 -0.00613329 -0.0231718 0.00399249
internal_weight=0 2.68814 1.36676 1.32138 3.5558 1.32546 2.23034
internal_count=1000 503 235 268 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=7
num_cat=0
split_feature=3 10 18 30 4 20
split_gain=0.0311531 0.0692515 0.0611687 0.0577746 0.0723272 0.0654203
threshold=-2.0779349803924556 0.69830441474914562 0.59367427229881298 1.2294318079948428 -0.072602182626724229 1.8299899697303774
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.025336869714923899 0.0035411376256096467 -0.1009403243943468 -0.076678594368587649 0.014570287647468524 -0.055851381617001067 0.078152979878412965
leaf_weight=0.21050068227978602 5.0726240979420254 0.096287849660939173 0.081544265883621847 0.24487950639922929 0.36062098204729398 0.12030299454363547
leaf_count=54 775 27 27 51 45 21
internal_value=0 -0.0273956 -0.0031477 0.00186114 -0.0273711 0.00526965
internal_weight=0 0.388333 0.292045 5.79843 0.6055 5.19293
internal_count=1000 108 81 892 96 796
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=8
num_cat=0
split_feature=30 31 31 17 21 26 19
split_gain=0.0306057 0.0892706 0.0761634 0.0543197 0.155423 0.0844776 0.05423
threshold=-0.75394436717033375 0.61904841661453258 -1.2907721400260923 0.75022095441818248 1.2355348467826845 -0.26835612952709192 -0.21885812282562253
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.031812275111150617 0.025453768791090223 0.095500701682686595 -0.040831343013436473 -0.033728253557019867 0.074923713594146818 -0.0040330333542403637 -0.0047948648632126596
leaf_weight=0.17676789926645142 1.7147526485020987 0.10427168504929796 0.78646563123979241 0.86295726049866039 0.15535741174244322 2.2418581562463946 0.11162214243813651
leaf_count=28 231 18 141 146 19 388 29
internal_value=0 -0.0144736 -0.0275001 0.00344515 -0.017152 0.00874623 0.0436456
internal_weight=0 1.17913 0.963234 4.97493 1.01831 3.95661 0.215894
internal_count=1000 216 169 784 165 619 47
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=7
num_cat=0
split_feature=13 13 22 30 30 4
split_gain=0.0308091 0.0755613 0.0637855 0.0499161 0.0678658 0.0666552
threshold=-1.2598152160644529 -1.3131613731384275 -0.57212424278259266 -1.3221759200096128 -1.0931476950645445 0.29749429225921636
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.080128268209080311 -0.0061809538286116857 0.095386586126492534 -0.017895543523859855 0.054687544735144845 -0.002067173405197882 -0.097266087790018024
leaf_weight=0.084295540780658484 0.22510254260123463 0.11375008747472737 0.31240175716277463 0.21991322450912765 5.024474237771841 0.12492999843789221
leaf_count=20 40 12 64 39 798 27
internal_value=0 0.0235364 0.00293387 -0.00212761 0.000312726 -0.0386901
internal_weight=0 0.510447 0.396697 5.59442 5.24439 0.350033
internal_count=1000 96 84 904 837 67
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=8
num_cat=1
split_feature=31 27 0 31 8 4 31
split_gain=0.031449 0.117242 0.12572 0.0992555 0.106893 0.0858245 0.0351845
threshold=-0.1249653398990631 1.0865690112113955 0.38903948664665228 0.38249349594116216 0 -0.38929480314254755 -0.6441834270954131
decision_type=2 2 2 2 1 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.013414288033808423 0.0045571745789482589 -0.01882849868873028 0.031287806227242303 0.027500597001012768 -0.061966043010099725 -0.012941081604648986 -0.086739253317997367
leaf_weight=1.0211386647055185 0.42499444714533785 0.15977608473076543 1.6389065867217594 0.95010320664357606 0.55959763992450462 1.1721258559288112 0.14600841484889304
leaf_count=184 92 32 217 178 95 179 23
internal_value=0 0.00738645 0.0141276 -0.0070102 -0.0332516 0.0051643 -0.0512551
internal_weight=0 2.96583 2.66005 3.10682 0.984592 2.12223 0.305784
internal_count=1000 456 401 544 187 357 55
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=7
num_cat=0
split_feature=11 10 6 3 26 5
split_gain=0.030134 0.0809473 0.133301 0.0853403 0.0803773 0.0801447
threshold=-0.056552402675151818 0.88901996612548839 1.1451571583747866 1.0190169811248782 -1.7280209660530088 -0.15890216827392575
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.01017740375176863 -0.072322209514912347 -0.077621499852321973 0.069831877041266199 0.0093568802794410481 0.00071381142105495638 0.03756348420015175
leaf_weight=1.5199692035346291 0.12831971511332119 0.30452198497209781 0.24129122674034409 0.1791806496701156 2.9039503660111459 0.74076867396445267
leaf_count=275 18 79 50 81 386 111
internal_value=0 -0.00916737 0.000783802 -0.0454016 0.00546466 0.0082033
internal_weight=0 2.24496 1.76126 0.483703 3.77304 3.64472
internal_count=1000 485 325 160 515 497
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=7
num_cat=0
split_feature=10 7 4 4 27 20
split_gain=0.0306507 0.083463 0.0538608 0.0569693 0.0431608 0.0230412
threshold=-4.9047172069549552 0.13221701979637149 3.1555353403091435 2.4936379194259648 -0.20260254293680188 -0.024089548736810681
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=-0.09878622129722231 0.0013329748150270842 0.021510520309198079 0.0047117368447559729 0.043870378385186121 -0.08112696475022782 -0.032698393450269779
leaf_weight=0.11899220908526331 4.9931939527222653 0.19072947325184941 0.10223468741151009 0.33603532829420135 0.13716878113399378 0.094771570240481995
leaf_count=25 824 31 19 48 29 24
internal_value=0 -0.0265789 0.00193071 0.00401518 -0.0444705 -0.0694864
internal_weight=0 0.404493 5.56863 5.32923 0.239403 0.213764
internal_count=1000 80 920 872 48 49
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=5
num_cat=0
split_feature=3 0 15 17
split_gain=0.0288318 0.0341963 0.0463772 0.0227231
threshold=-2.7369303703308101 3.7561185359954838 -1.9646769762039182 -0.088628441095352159
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=0.011155745982043037 -0.054135282766576025 0.036575786422662529 0.00087248536069076859 -0.082358186793796306
leaf_weight=0.039907749908707046 0.15773283257203718 0.25770692091100489 5.4167984236721622 0.074478984392953751
leaf_count=17 27 35 886 35
internal_value=0 0.000962409 -0.000683974 -0.0497326
internal_weight=0 5.83224 5.57453 0.114387
internal_count=1000 948 913 52
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=5
num_cat=0
split_feature=29 29 19 22
split_gain=0.0299278 0.0450211 0.112765 0.0664821
threshold=-2.0384702682495113 -0.88508096337318409 0.66233554482460033 -1.5809904932975767
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.049364025310939384 -0.049685962850934663 0.06084280656557603 0.033558056736076668 0.00012280742048631843
leaf_weight=0.12025019039720053 0.522337084509786 0.18725438369847314 0.23637072909377821 4.8684171424066278
leaf_count=20 109 43 43 785
internal_value=0 -0.00103704 -0.0237518 0.00237178
internal_weight=0 5.81438 0.758708 5.05567
internal_count=1000 980 152 828
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=8
num_cat=1
split_feature=10 1 6 3 0 13 15
split_gain=0.0287971 0.115958 0.117864 0.106381 0.117298 0.101899 0.0658297
threshold=1.8433723449707033 0 -0.44430741667747492 -0.27606296539306635 0.16223448514938357 -0.29094749689102167 0.21945990622043612
decision_type=2 1 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0056504205633200605 -0.088955484760269488 -0.015118481708179397 0.031017627291268141 0.0013158888349881065 0.069709186575764442 -0.037349468868195505 0.0087460032857469873
leaf_weight=0.9325604518844558 0.14477319702325542 0.93854987858276251 1.3505280585682156 0.66269570095704422 0.40341670566590437 1.3473047905624753 0.13169913170349901
leaf_count=131 39 140 189 156 101 222 22
internal_value=0 -0.0037976 0.0121013 0.0128613 0.0271959 -0.0197607 -0.0424148
internal_weight=0 4.56894 2.28908 1.34258 1.06611 2.27987 0.276472
internal_count=1000 682 329 318 257 353 61
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=7
num_cat=0
split_feature=24 31 16 20 26 31
split_gain=0.0291424 0.133249 0.0976549 0.0940944 0.0771754 0.06424
threshold=-0.40476341545581812 0.75718194246292125 -1.6970821619033811 -0.41391812264919275 -0.87033566832542408 0.92106091976165783
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -3 -4
right_child=2 4 5 -5 -6 -7
leaf_value=-0.054601535116672754 -0.076124722104265172 -0.03553266123894816 0.015474608695630904 -0.0049407726009918756 0.07313272874963106 -0.017249271937701306
leaf_weight=0.55692129156341263 0.14165689148103444 0.086458081580531143 2.8257406118032127 1.211547827550703 0.26780027281802166 0.76157568983626323
leaf_count=92 32 18 479 201 53 125
internal_value=0 -0.00936619 0.00531165 -0.0205798 0.0466125 0.00852743
internal_weight=0 2.12273 3.72897 1.76847 0.354258 3.58732
internal_count=1000 364 636 293 71 604
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=8
num_cat=1
split_feature=8 4 11 13 9 4 5
split_gain=0.0309137 0.0738616 0.0870483 0.0783045 0.0640264 0.159022 0.124924
threshold=0 0.45788866281509405 1.0588229894638064 -0.53143158555030812 0.023247927427291874 -1.803136885166168 -1.8904895782470701
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.010366639251170517 -0.071150352729690072 0.028494883018494638 0.071502386471565413 -0.025586344371996413 0.090119934834755333 -0.0041735090929867621 -0.0058721222806873939
leaf_weight=0.92752227955895727 0.36311966234643467 0.38877254207727674 0.31098962859550738 0.85989146021603324 0.20940284277094168 1.2259024704150645 1.5216836121023791
leaf_count=236 50 60 89 118 31 210 206
internal_value=0 0.0084145 0.0257178 -0.00874811 -0.00633008 0.00958337 -0.0184484
internal_weight=0 2.48718 1.23851 1.24866 3.32011 1.43531 1.8848
internal_count=1000 503 325 178 497 241 256
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=6
num_cat=0
split_feature=22 22 24 4 5
split_gain=0.0301987 0.0830408 0.0794869 0.0758088 0.0700457
threshold=0.26117700338363653 0.22058840095996859 1.6863377690315249 1.4291652441024782 -3.3947547674179073
decision_type=2 2 2 2 2
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.071453358936171926 0.014015790392311493 -0.084749476585284145 0.082731038496854536 -0.030213341048114635 0.00019627191373437628
leaf_weight=0.14270470589781403 1.7330116824012982 0.12901945269550186 0.13651138263821838 0.49914369970261407 3.1099345136389616
leaf_count=41 303 20 20 84 532
internal_value=0 -0.00606823 0.0086557 0.00412549 -0.00294725
internal_weight=0 3.38166 2.36867 2.23216 3.25264
internal_count=1000 593 407 387 573
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=7
num_cat=0
split_feature=9 11 4 9 7 16
split_gain=0.0290601 0.134489 0.110841 0.113441 0.0842407 0.0346628
threshold=-2.3239196538925166 2.9679244756698613 -3.4333997964859004 -2.1211913824081416 1.6765210628509524 0.81611305475234996
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.064010853038510146 0.098803042538273267 0.055286389919209623 0.077017732044395784 -0.0035354222429293774 0.034456500737545276 0.01163395613797474
leaf_weight=0.42791468725408766 0.15175868746428012 0.18281324646159192 0.18173082326848078 4.6015100872027972 0.10901859850673645 0.065224667436154959
leaf_count=77 64 39 22 760 16 22
internal_value=0 -0.0187951 0.00269613 -0.000474947 -0.0440181 0.0726002
internal_weight=0 0.719747 5.00022 4.78324 0.536933 0.216983
internal_count=1000 132 868 782 93 86
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=8
num_cat=0
split_feature=9 6 4 11 31 7 9
split_gain=0.0303043 0.110767 0.100428 0.0578405 0.11172 0.0892096 0.057723
threshold=1.0618134737014773 -1.5804541110992429 0.4314530491828919 0.95515820384025585 -0.097648568451404558 1.6478592157363894 1.6154040694236758
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.023934558366692574 0.02429409492153578 0.069774125357596084 0.0071549167406958856 0.028992916854707236 -0.018558161890446168 0.037735103962144918 -0.072183328705585068
leaf_weight=1.8388295083744881 0.088509126536337024 0.35534734559132608 0.91717134627995733 1.102358555329374 0.89544715444844758 0.26886529895557476 0.20717573616934715
leaf_count=327 22 89 127 129 145 76 85
internal_value=0 0.0118301 0.0246412 -0.00451179 0.00767979 -0.0160677 -0.0433042
internal_weight=0 1.5682 1.27252 4.1055 1.99781 2.10769 0.295685
internal_count=1000 323 216 677 274 403 107
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=7
num_cat=0
split_feature=20 14 25 5 30 17
split_gain=0.0301286 0.0904426 0.062657 0.0517902 0.0502698 0.0473846
threshold=-1.1364628076553343 0.032352834939956672 -0.69616228342056263 1.0000000180025095e-35 -1.713110029697418 0.75022095441818248
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.10183146252995286 -0.061391176277567711 -0.061837787075608143 0.018041421646133867 0.023010646552970106 0.0039610385715070249 -0.021014960680805893
leaf_weight=0.15352243267807353 0.14153365621461933 0.15212038344725443 0.21315684246758326 0.13648016268882657 3.8815694446025475 0.94443415269324749
leaf_count=16 28 36 38 30 670 182
internal_value=0 0.0201636 0.0531229 -0.0217127 -0.00264943 -0.000926688
internal_weight=0 0.65528 0.366679 0.288601 4.96754 4.826
internal_count=1000 120 54 66 880 852
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=5
num_cat=0
split_feature=20 5 12 0
split_gain=0.0281183 0.0342345 0.0735372 0.0540635
threshold=1.9680437445640566 -3.3303779363632198 0.095968864858150496 3.7561185359954838
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.078488228830598139 0.046999629992595382 -0.0012221905452437579 0.016293717441309766 0.049517197232446124
leaf_weight=0.16832045079763691 0.12453887471201586 4.9210161804014092 0.15935279379800704 0.21935790003226419
leaf_count=43 18 863 43 33
internal_value=0 -0.0010547 -0.0323942 0.000943038
internal_weight=0 5.46805 0.327673 5.14037
internal_count=1000 982 86 896
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=8
num_cat=1
split_feature=8 4 26 26 6 29 9
split_gain=0.028743 0.0655456 0.0937959 0.0904058 0.0632562 0.0960668 0.0864019
threshold=0 -0.29410147666931147 -0.25996835529804224 -0.81025269627571095 0.77008655667305004 -0.19384890794754026 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.016694134335653074 -0.046651626722158251 0.022140075780814332 -0.027876405740857937 0.051841491856392835 0.005951327434081828 -0.061753953769525152 0.0097683602393633887
leaf_weight=0.28306732055625627 0.313291028858658 0.70674823034960355 0.79860280952465224 0.60136534232515282 0.39752996293827891 0.44323245123496224 2.0313891456568172
leaf_count=55 51 102 133 213 60 95 291
internal_value=0 0.00830008 -0.00439414 0.0299063 -0.00620878 -0.0297415 0.00222965
internal_weight=0 2.38978 1.50535 0.884433 3.18544 0.840762 2.34468
internal_count=1000 503 235 268 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=4
num_cat=0
split_feature=9 31 31
split_gain=0.0294597 0.0477486 0.07621
threshold=-4.2942843437194815 -2.0173729658126827 -1.7747542858123777
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.055443066033458513 0.06706085225622542 -0.078325948983901911 0.0014712468611306311
leaf_weight=0.094189611540059448 0.10714401443510713 0.12250187424251624 5.2032896015570316
leaf_count=20 22 20 938
internal_value=0 0.000965485 -0.000364219
internal_weight=0 5.43294 5.32579
internal_count=1000 980 958
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=7
num_cat=0
split_feature=3 20 30 4 11 4
split_gain=0.0276874 0.0606337 0.0518407 0.061455 0.051654 0.0402715
threshold=-2.0779349803924556 0.5318211317062379 1.2294318079948428 -1.1332715749740598 -1.9419997930526731 -1.7280503511428831
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=0.023373812479917367 -0.014243664793075185 0.02987687470451101 0.036190166543711204 -0.04566731051551124 0.010946112687713734 -0.08053149865547618
leaf_weight=0.047392577602295205 1.0533829779267874 0.11959903691695217 0.11757365540233877 0.4170084661968757 3.5830462942425356 0.17517828456459472
leaf_count=11 263 28 33 63 533 69
internal_value=0 -0.0275488 0.00182319 -0.0276639 0.00522307 -0.0584067
internal_weight=0 0.34217 5.17101 0.534582 4.63643 0.222571
internal_count=1000 108 892 96 796 80
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=6
num_cat=0
split_feature=22 7 31 12 24
split_gain=0.0280475 0.0702039 0.0522794 0.0747348 0.0617644
threshold=1.4963601827621462 -0.96313458681106556 1.3691098093986513 0.49494431912899023 -0.34516233205795283
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.020165175373107247 -0.0185736719615355 0.061277210558770993 -0.01438150564280672 0.064143989346040722 0.0037608711413523316
leaf_weight=1.7564074188754544 0.20589176346948079 0.23666249234850045 0.21984163071715546 0.27011591382961342 2.7972506861955821
leaf_count=324 32 35 59 31 519
internal_value=0 0.0241278 -0.00212814 0.02891 -0.00546773
internal_weight=0 0.442554 5.04362 0.489958 4.55366
internal_count=1000 67 933 90 843
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=8
num_cat=0
split_feature=9 6 27 7 2 7 18
split_gain=0.0276139 0.0946765 0.0959331 0.0539419 0.0772259 0.0657621 0.0510981
threshold=1.0618134737014773 -1.5804541110992429 -1.1444159746170042 -3.3866791725158687 3.5605782270431523 -3.9560654163360591 -0.77683129906654347
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0016972801065290061 0.032260341878417045 0.091787038072069921 0.012058546320539194 -0.0047047678077582348 0.060875387419198804 -0.1013551632192586 -0.065852991899770216
leaf_weight=0.12449845881155852 0.071187025868312048 0.17642340128804779 1.0439201328201475 3.5231577294371736 0.18920672114245451 0.12320445608929764 0.20871577628861349
leaf_count=32 27 27 189 577 52 16 80
internal_value=0 0.0115538 0.0235848 -0.00437712 -0.00136237 -0.0495598 -0.0409001
internal_weight=0 1.50025 1.22034 3.96007 3.71236 0.247703 0.279903
internal_count=1000 323 216 677 629 48 107
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=7
num_cat=0
split_feature=0 4 21 9 3 7
split_gain=0.0284844 0.0646005 0.0841356 0.0503791 0.121502 0.0565083
threshold=-1.608339190483093 -0.97413113713264454 0.79399952292442333 1.2183623313903811 0.74455237388610851 0.88489025831222545
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.074584342232674364 -0.0089386561951635603 -0.070966191818926536 0.026813146414033873 0.058182271522458674 -0.0085575618600963899 0.022321588840212479
leaf_weight=0.058013602880237158 3.1498939867012727 0.26423855370555305 0.13194172166538465 0.48980985224625306 0.61563552513507602 0.70829652956319922
leaf_count=22 472 106 24 95 113 168
internal_value=0 -0.0239707 -0.0384023 0.00219283 0.0210141 -0.00319982
internal_weight=0 0.454194 0.39618 4.96364 1.10545 3.85819
internal_count=1000 152 130 848 208 640
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=8
num_cat=1
split_feature=8 7 22 4 6 11 0
split_gain=0.0281662 0.0653467 0.0718573 0.0702351 0.0550598 0.0667243 0.0367367
threshold=0 -0.80342191457748402 0.11495012417435647 1.5504462718963625 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.01258662040737666 -0.010358769597559089 0.008685767546194512 0.073740901234444586 -0.0315156941524656 -0.10055341959893152 0.028235142722046927 -0.0060382541857979489
leaf_weight=1.0203191481120941 2.3566120018798538 0.44882449886483744 0.27310098059314214 0.55890676825848107 0.099813121018314521 0.55310751151546345 0.069940459823556012
leaf_count=181 356 136 107 79 46 78 17
internal_value=0 0.00837195 0.0332958 -0.00302171 -0.00625217 -0.00302247 -0.0616121
internal_weight=0 2.30115 0.721925 1.57923 3.07947 2.90972 0.169754
internal_count=1000 503 243 260 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=7
num_cat=0
split_feature=3 9 4 30 26 9
split_gain=0.0267908 0.0549933 0.065006 0.0476089 0.0562426 0.0514263
threshold=-2.0779349803924556 -1.6292568445205686 -1.5022985935211179 1.2294318079948428 0.18188352137804034 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.06847791466164245 -0.022530719004074745 0.031614979047942714 -0.0757370982734758 0.00090164045215899167 -0.066423040292257596 0.0092217415200079953
leaf_weight=0.050297997528105043 0.58637325016570674 0.078849319819710217 0.19818040182053653 0.29803841742250359 0.21259552956371408 3.9198301450547319
leaf_count=10 115 17 81 53 43 681
internal_value=0 -0.0277168 -0.0451821 0.00181065 -0.0271281 0.00508993
internal_weight=0 0.327328 0.27703 5.01684 0.510634 4.5062
internal_count=1000 108 98 892 96 796
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=7
num_cat=0
split_feature=13 13 7 20 25 30
split_gain=0.0262963 0.0593513 0.0547174 0.043669 0.0704573 0.0635612
threshold=-1.2598152160644529 -1.3131613731384275 -2.1114803552627559 -1.1364628076553343 -0.69616228342056263 -1.713110029697418
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.063436831752615122 0.077008536421630594 0.094541547333777107 0.027884057948644292 -0.077615969008728233 -0.00096747949926521612 -0.0033552442027403708
leaf_weight=0.088399087622747174 0.17483035101082578 0.09266547068773423 0.25453585925208699 0.11847639821280598 0.34365665415293722 4.243756235346325
leaf_count=22 29 12 62 25 82 768
internal_value=0 0.0235318 0.00434407 -0.00211107 0.0253255 -0.00537213
internal_weight=0 0.4356 0.342935 4.88072 0.518487 4.36223
internal_count=1000 96 84 904 111 793
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=8
num_cat=1
split_feature=0 15 14 10 3 1 4
split_gain=0.0271777 0.0600018 0.0763365 0.0459505 0.121004 0.105058 0.00177541
threshold=-1.608339190483093 0.47169506549835211 -0.22910016030073163 1.8433723449707033 -0.27606296539306635 0 1.0003155469894411
decision_type=2 2 2 2 2 1 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.054888204985348146 -0.019463551459678714 -0.074154564377687207 -0.043302537690666699 -0.040652774614258702 0.041810865315601145 0.013404071432210826 -0.10076120297697631
leaf_weight=0.13431714066098266 1.9075179607795008 0.041912284325007931 0.19286027186532795 0.23541592908622988 0.72884410512426701 1.9840304078288682 0.062445832624121067
leaf_count=36 318 23 68 53 183 294 25
internal_value=0 -0.0240514 -0.00299199 0.00213565 0.0216781 -0.00270663 -0.0900755
internal_weight=0 0.431536 0.327177 4.85581 0.96426 3.89155 0.104358
internal_count=1000 152 104 848 236 612 48
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=5
num_cat=0
split_feature=19 19 19 9
split_gain=0.0433738 0.0399106 0.058029 0.0473605
threshold=2.1676498651504521 1.4199815392494204 0.83948722481727611 -0.37272256612777704
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0026598007180948162 0.065294818762119067 -0.073795160203229279 0.034085328768863651 0.0042180956490512735
leaf_weight=4.3587488475521354 0.099782200049958081 0.1604672410285275 0.47679195702573895 0.15108651992204603
leaf_count=803 15 32 116 34
internal_value=0 -0.00127182 0.000963327 -0.035963
internal_weight=0 5.14709 4.83554 0.311554
internal_count=1000 985 919 66
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=8
num_cat=0
split_feature=5 6 5 3 7 4 15
split_gain=0.0280721 0.0899729 0.0866314 0.082046 0.0763798 0.0674809 0.0365428
threshold=-0.94487735629081715 -0.69330593943595875 -1.0857784152030943 2.7546696662902836 -1.2958345413208006 -1.2004670500755308 -0.22039064019918439
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.0096297923220363749 -0.019921325674909264 0.0065449337063579653 -0.068284932512932939 0.010089294518007634 0.014738032212594114 -0.085312695512308856 0.10127508951269165
leaf_weight=0.10951259596004093 1.0037373733269992 1.782449741617711 0.16941757986205597 0.067532953819409158 1.734652114995157 0.23659736697896994 0.12584716615720015
leaf_count=19 181 306 20 23 330 83 38
internal_value=0 -0.00828243 4.9874e-05 0.0064794 0.00203389 -0.055272 0.0694308
internal_weight=0 2.29798 1.95187 2.93177 2.73839 0.34611 0.19338
internal_count=1000 428 326 572 511 102 61
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=8
num_cat=0
split_feature=11 5 7 7 9 7 2
split_gain=0.0258602 0.0772173 0.099865 0.0857373 0.0705822 0.118591 0.103191
threshold=-0.056552402675151818 -0.15890216827392575 -0.15783268213272092 -1.4692696928977964 -0.89385390281677235 1.6765210628509524 0.66216212511062633
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.051521219289152376 0.020950638518961784 0.009762923810425865 0.09297198191084656 -0.016761116673417478 0.02838425254492585 0.043568366118317714 -0.034649602883493176
leaf_weight=0.6356273454988467 0.97144206687858092 0.46460256111868148 0.20917296251633422 1.5889061011062038 0.75672870849928109 0.16525350760639412 0.39542263014817536
leaf_count=127 160 62 54 239 204 29 125
internal_value=0 0.005474 0.0355951 -0.0024526 -0.00909894 -0.0319005 0.0067508
internal_weight=0 3.23412 0.673776 2.56035 1.95303 0.800881 1.15215
internal_count=1000 515 116 399 485 156 329
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=8
num_cat=0
split_feature=31 24 15 22 5 24 4
split_gain=0.0249719 0.0492948 0.0646977 0.0485416 0.0501193 0.0487036 0.030914
threshold=1.3691098093986513 -0.13472241908311841 -0.72084006667137135 1.4963601827621462 -1.7038906216621397 -0.34516233205795283 -0.16142201423645017
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.018770037815922836 0.092210410886263527 0.051594737192739749 -0.049193945770113476 -0.019193637464254076 0.058580140208823843 0.0031736137531125593 0.019212025681428355
leaf_weight=1.6478838648193912 0.11360230686659634 0.10728556357025809 0.15673128372065992 0.12488974468487868 0.24620519976775757 2.6188765814781618 0.11855710172676481
leaf_count=324 26 16 33 18 42 519 22
internal_value=0 0.0213194 -0.00823758 -0.00228422 0.0324058 -0.00530134 0.0549322
internal_weight=0 0.496176 0.264017 4.63786 0.371095 4.26676 0.232159
internal_count=1000 97 49 903 60 843 48
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=5
num_cat=0
split_feature=19 0 4 9
split_gain=0.0382249 0.0355603 0.0710726 0.0438634
threshold=2.1676498651504521 -1.608339190483093 -0.97413113713264454 1.2183623313903811
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.074267660724844656 0.062158848997333843 -0.0039781585793740096 -0.048335291502713838 0.019451130282190039
leaf_weight=0.055304809851804748 0.097077858161355723 3.5998021927086938 0.32595834057136119 1.0270484797006245
leaf_count=22 15 629 127 207
internal_value=0 -0.00119631 -0.0305509 0.00122257
internal_weight=0 5.00811 0.381263 4.62685
internal_count=1000 985 149 836
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=8
num_cat=1
split_feature=8 4 21 11 12 25 0
split_gain=0.0252659 0.0590498 0.0764433 0.0763465 0.0535609 0.0729197 0.0621059
threshold=0 0.45788866281509405 -0.81699246168136586 -0.17832047492265699 0.91698181629180919 0.97147566080093395 1.5622318387031557
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0028518241078257407 -0.011669221037761919 -0.056841441158606731 0.0062190495885607773 0.057076606328456819 -0.013632300957978571 -0.0969581418383543 0.022184612991140631
leaf_weight=0.64206259090656204 1.4786317683676209 0.24945201103155057 0.83803235374716656 0.43595544229441452 0.45109921518644558 0.13689464360749071 0.85538347264809989
leaf_count=205 280 32 146 120 72 22 123
internal_value=0 0.00819508 -0.00824605 0.0247806 -0.00605772 -0.0330319 0.000737729
internal_weight=0 2.1655 1.08748 1.07802 2.92201 0.587994 2.33402
internal_count=1000 503 178 325 497 94 403
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=6
num_cat=0
split_feature=18 6 18 10 24
split_gain=0.0244964 0.0850099 0.0497338 0.0743269 0.0550606
threshold=-1.6409752964973447 -0.59109562635421742 -0.79747301340103138 -1.5154966711997984 -1.4793840646743772
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.042639140202238808 0.010188544456047442 0.071199659978483348 0.042346090750584597 -0.055242269592598439 -0.00084464625233317758
leaf_weight=0.10464380374469329 0.31185373662992788 0.17580261171542577 0.32042023905677286 0.39164718731271353 3.7443082794580391
leaf_count=21 59 31 63 105 721
internal_value=0 0.0287227 -0.00168872 -0.0262376 0.00256005
internal_weight=0 0.280446 4.76823 0.703501 4.06473
internal_count=1000 52 948 164 784
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=7
num_cat=0
split_feature=3 6 7 6 10 27
split_gain=0.0254406 0.0604809 0.0782327 0.0606581 0.0557822 0.0575401
threshold=-0.49797442555427546 -1.4588729143142698 -0.25185197591781611 1.5605731010437014 -4.9047172069549552 -1.1444159746170042
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.017637177265973341 -0.057598459707433297 -0.036266726764479285 0.093657081405637804 0.010653333371759952 0.04004827686141578 0.0019971622507435516
leaf_weight=0.13786049573383252 0.13855204312130842 0.8061438983904734 0.11656281495743304 0.41860784897465919 0.4593884728333254 2.9454819599891948
leaf_count=41 25 151 32 100 90 561
internal_value=0 -0.0110137 0.0333518 -0.0202299 0.00460005 0.00713106
internal_weight=0 1.47918 0.254423 1.22475 3.54342 3.40487
internal_count=1000 324 73 251 676 651
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=8
num_cat=0
split_feature=16 25 11 25 16 14 26
split_gain=0.0245767 0.103696 0.102697 0.09885 0.0685265 0.081888 0.0657484
threshold=0.5102781653404237 -0.58068689703941334 -1.2800413966178892 -0.88575279712676991 -0.053894041106104844 0.72178807854652416 -0.72909244894981373
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.015969060512249531 0.0088496907619326649 -0.027039352850232675 0.04469305804283448 -0.09062364188044103 -0.072409130212679376 -0.024727237292528126 -0.012464489531381932
leaf_weight=1.765702491994489 0.24430375800511683 0.26449294024530434 0.81326552712488354 0.1690103322653157 0.23622613925817859 0.68673824816147533 0.81163202022321479
leaf_count=350 51 93 133 34 42 138 159
internal_value=0 0.0107582 0.0270892 -0.0318264 -0.00457276 0.00457319 -0.0259782
internal_weight=0 1.49107 1.07776 0.413314 3.5003 2.45244 1.04786
internal_count=1000 311 226 85 689 488 201
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=8
num_cat=0
split_feature=5 7 9 5 3 26 15
split_gain=0.0252818 0.0720302 0.115619 0.0942456 0.0662695 0.0610218 0.0368056
threshold=-0.94487735629081715 -1.3431769609451292 0.79456663131713878 -1.129051089286804 2.7546696662902836 -1.2671917080879209 -0.22039064019918439
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.025071130767644712 -0.051410854903438635 -0.0024575310564886447 -0.067493596112495988 -0.068279463218029621 0.0065830553202032172 0.0066894258682422677 0.10091510080319194
leaf_weight=0.81890263446319977 0.19555635206734301 0.82708321686823161 0.40829258038172611 0.12460659327280188 0.066101397545253349 2.390947694002449 0.1105111148075365
leaf_count=156 45 157 94 21 23 466 38
internal_value=0 -0.00806237 -0.023952 0.0127426 0.00634347 0.00229667 0.0656091
internal_weight=0 2.17889 1.23538 0.943509 2.76312 2.5865 0.176613
internal_count=1000 428 251 177 572 511 61
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=5
num_cat=0
split_feature=9 4 9 11
split_gain=0.0265412 0.0313149 0.100373 0.0442472
threshold=-4.2942843437194815 -3.8757916688919063 -2.1211913824081416 -5.2096197605133048
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.055617083681177397 -0.066379729352362957 -0.049293280485951357 0.088004423540504612 0.0012685888790473271
leaf_weight=0.084366526665689778 0.061091855604900047 0.18010122728833255 0.13555676235353065 4.4377296033244988
leaf_count=20 14 67 64 835
internal_value=0 0.000960895 0.0400427 -0.000703388
internal_weight=0 4.81448 0.196649 4.61783
internal_count=1000 980 78 902
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=8
num_cat=0
split_feature=6 0 15 29 29 24 7
split_gain=0.0253534 0.0892547 0.0750686 0.0482767 0.0724462 0.0290383 0.0265851
threshold=2.090929508209229 0.44619986414909368 -0.8999110460281371 -1.5866907835006712 -1.1235041022300718 0.12283229455351831 -0.7118559181690215
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.011818899106647544 -0.10029534736250004 -0.075333030403881507 0.041660509434710717 -0.061134638785967234 0.0030409833048261926 0.093147275080052827 -0.019163661465298274
leaf_weight=0.08518863784502162 0.13102116137170583 0.072880089544923976 0.22162396783460281 0.18391859336105643 4.0365772631089953 0.090585950506010704 0.058386631457324145
leaf_count=29 44 12 73 47 753 21 21
internal_value=0 -0.0217333 0.0127084 0.00238294 0.000244371 0.0537317 -0.0752858
internal_weight=0 0.483912 0.294504 4.39627 4.2205 0.175775 0.189408
internal_count=1000 150 85 850 800 50 65
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=6
num_cat=0
split_feature=5 11 6 29 29
split_gain=0.026188 0.0296545 0.0682059 0.0539851 0.0204313
threshold=-3.7824122905731197 4.6643924713134775 1.2833580970764162 0.51327875256538402 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0025592664712206295 -0.0097549508091869415 0.050866758436595438 -0.014009423864661431 0.015097618777558592 -0.081083335024438208
leaf_weight=0.063090747845023998 2.7879723144775426 0.35207985454962898 0.30024260924983537 1.2731911955515185 0.069787532445047762
leaf_count=19 601 53 50 248 29
internal_value=0 0.00121535 0.0210064 -0.00196357 -0.0438
internal_weight=0 4.71349 0.652322 4.06116 0.132878
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=8
num_cat=1
split_feature=8 7 4 16 6 29 10
split_gain=0.0260258 0.0553486 0.058449 0.057729 0.0516613 0.0839765 0.0688524
threshold=0 -0.80342191457748402 1.5504462718963625 0.47390982508659368 0.77008655667305004 -0.19384890794754026 1.819823205471039
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.012452689833235376 -0.0056184008462517518 0.013056467733356024 -0.030343018833644476 0.078297398405039548 0.0060126855172055174 -0.060990356845821547 0.046563158947232314
leaf_weight=0.90891848613569004 1.7419945872453588 0.44569585387904442 0.49182456151534382 0.19495640093555267 0.36051618980127387 0.38876812090984447 0.29580053600432155
leaf_count=181 279 162 79 81 60 95 63
internal_value=0 0.0085622 -0.00257361 0.0329099 -0.00629952 -0.028752 0.00195613
internal_weight=0 2.0414 1.40074 0.640652 2.78708 0.749284 2.0378
internal_count=1000 503 260 243 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=6
num_cat=0
split_feature=3 31 14 22 10
split_gain=0.0250789 0.0266314 0.0463948 0.0409658 0.0168517
threshold=-2.7369303703308101 1.3691098093986513 -0.46064618229866022 1.4963601827621462 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.014718514331488925 -0.0042876992919247724 -0.047380279159184559 0.039118787649383834 0.032047970767931581 -0.10062831544243558
leaf_weight=0.053573748610688199 3.9212125870218415 0.074689225577458274 0.36520478561146763 0.33694278997870686 0.039791636611027914
leaf_count=27 798 21 72 57 25
internal_value=0 0.00100742 0.0244322 -0.0014125 -0.0513326
internal_weight=0 4.69805 0.439894 4.25816 0.0933654
internal_count=1000 948 93 855 52
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=6
num_cat=0
split_feature=3 18 20 10 27
split_gain=0.0232217 0.0711273 0.0895401 0.0449393 0.0488851
threshold=-0.84586244821548451 1.2640730142593386 0.47881735861301428 -5.9636945724487296 -0.56510543823242176
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.024273386379327008 -0.070374865325783784 -0.10067613930387974 0.042302834460104646 0.023906278210507836 -0.0019058423363328778
leaf_weight=0.71293214023812346 0.080008689925307741 0.085071147026610561 0.28188726407597642 1.0230817221186046 2.5941422528605926
leaf_count=169 15 21 70 210 515
internal_value=0 -0.0129136 -0.00540867 0.00375509 0.00539476
internal_weight=0 1.07989 0.994819 3.69723 3.61722
internal_count=1000 260 239 740 725
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=8
num_cat=1
split_feature=0 1 10 9 26 2 25
split_gain=0.0237769 0.0724467 0.0980349 0.0785549 0.0682125 0.0711288 0.0348981
threshold=-0.53437867760658253 0 2.3550301790237431 2.2335890531539921 -0.85785791277885426 -0.49497580528259272 -0.50435936450958241
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.083803611771359157 -0.018795101486679205 0.012482016270132438 0.042342936206120604 0.091162613094879219 0.040897984332750714 -0.038909762572841712 0.0022884069907267678
leaf_weight=0.091368594823279636 1.6776239438976288 1.574770737401195 0.31087732091157261 0.13801411385429685 0.13277834838271474 0.70263144455796556 0.12352262407642911
leaf_count=19 307 258 98 41 45 190 42
internal_value=0 0.00374745 -0.00923693 0.018822 -0.0133002 -0.0262253 0.0369475
internal_weight=0 3.70129 1.9885 1.71278 1.0503 0.83541 0.214891
internal_count=1000 704 405 299 296 235 61
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=7
num_cat=0
split_feature=25 28 4 12 6 31
split_gain=0.0249344 0.0663929 0.0850694 0.0642845 0.123346 0.0725086
threshold=0.10375598073005678 -1.5466411709785459 1.6072534918785097 -0.03644080460071563 -2.0841283798217769 0.49908749759197241
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=-0.075763770660453353 0.039010638757374663 0.0056197021365029763 -0.043146073130216928 0.087905436487912395 -0.024199186864944898 -0.018981224516023673
leaf_weight=0.13140642229586807 0.84551534597187605 2.0631025565646159 0.43275501599748611 0.11118477594652632 0.83697527294464169 0.28939877105381129
leaf_count=30 168 417 90 39 182 74
internal_value=0 -0.00648336 -0.00283576 0.00816609 -0.0110534 0.0242229
internal_weight=0 2.62726 2.49586 2.08307 0.94816 1.13491
internal_count=1000 537 507 463 221 242
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=8
num_cat=1
split_feature=8 0 28 6 9 11 6
split_gain=0.0247208 0.0512274 0.075031 0.0700452 0.0449799 0.0666031 0.0617517
threshold=0 0.23862367868423465 0.17909467220306399 2.1336631774902348 1.3687919378280642 3.7105647325515752 -1.5258474349975584
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0027040922503677582 -0.020074826382748712 0.053044227895693657 -0.0027095374453588593 -0.077148309625017522 -0.042141540048124468 0.022173401846518857 0.048342152872557394
leaf_weight=0.87352825929883693 1.8439814597609263 0.47921213280272923 0.48634060018241598 0.12565205818889069 0.10161620152717887 0.46781047302647483 0.29261435577427608
leaf_count=205 310 139 129 30 57 64 66
internal_value=0 0.00853548 0.0249615 -0.00733776 -0.00620147 -0.0115255 0.0250192
internal_weight=0 1.96473 0.965553 0.99918 2.70602 2.31179 0.394231
internal_count=1000 503 268 235 497 374 123
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=5
num_cat=0
split_feature=19 5 6 7
split_gain=0.0343394 0.0310251 0.0699413 0.0624268
threshold=2.1676498651504521 -0.94487735629081715 -0.69330593943595875 -1.2958345413208006
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.054919761881499267 0.061385229124463009 -0.014313756651192725 -0.0026283491549676063 0.017906224568926748
leaf_weight=0.30232813094437472 0.089375087554799282 0.95378735366045919 1.66144397348944 1.6273425439379141
leaf_count=101 15 198 319 367
internal_value=0 -0.00120649 -0.0106788 0.00600019
internal_weight=0 4.5449 1.96377 2.58113
internal_count=1000 985 420 565
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=6
num_cat=0
split_feature=5 11 3 15 29
split_gain=0.0236994 0.0259955 0.0606019 0.0473946 0.0178178
threshold=-3.7824122905731197 4.6643924713134775 -0.40226960182189936 0.14212975651025775 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.003387459048573196 -0.012460840817750342 -0.027812532186670041 0.040590656368337724 0.0096829573114931514 -0.079374034405505375
leaf_weight=0.058927555456193659 2.0179449104705616 0.18447913806812721 0.43474395794692089 1.8551006071797926 0.064785596139017687
leaf_count=19 456 32 71 393 29
internal_value=0 0.00118721 0.020212 -0.00185447 -0.0431798
internal_weight=0 4.49227 0.619223 3.87305 0.123713
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=8
num_cat=0
split_feature=4 9 5 14 5 11 7
split_gain=0.022994 0.150329 0.0862195 0.0694774 0.0626672 0.0904152 0.0378365
threshold=-1.6112870573997495 -0.89385390281677235 2.2212116718292241 -0.88285130262374867 2.0177078247070317 -1.102678596973419 -1.0754944086074827
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.057629952593527045 -0.044844239136345748 0.07461462317392191 -0.049568641923777634 -0.027819888286475615 -0.015222092185243339 -8.0950621550838348e-05 0.076187327988309753
leaf_weight=0.11134585984109435 0.54525086327100813 0.39383726251401163 0.065158497626725875 0.6542818402363082 0.065252245018200483 2.6167859860711933 0.14796194718590516
leaf_count=21 150 142 19 138 23 463 44
internal_value=0 0.011735 0.0569857 -0.0153928 -0.0042615 -0.00779978 0.0482123
internal_weight=0 1.22462 0.458996 0.765628 3.37525 3.16204 0.213214
internal_count=1000 320 161 159 680 613 67
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=5
num_cat=0
split_feature=19 19 13 16
split_gain=0.03023 0.0313731 0.0480013 0.0466857
threshold=2.1676498651504521 1.3722550272941592 0.76807212829589855 -0.047902289777994149
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0046428181718034143 0.058541618825471292 0.026525177561440735 0.021150744006096109 -0.060184434190262349
leaf_weight=3.2493985803908885 0.086577430520264786 0.090438302986967756 0.92740982976681596 0.19812343013416001
leaf_count=701 15 31 210 43
internal_value=0 -0.00111884 0.00108433 -0.0330087
internal_weight=0 4.46537 4.17681 0.288562
internal_count=1000 985 911 74
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=7
num_cat=0
split_feature=13 13 19 20 4 30
split_gain=0.0246659 0.0509401 0.0467654 0.0356363 0.0661426 0.0555093
threshold=-1.2598152160644529 -1.3131613731384275 -0.29766309261322016 -1.0864183306694029 1.1755555868148806 -1.713110029697418
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.038101803128103531 -0.0011692762168649122 0.095205720157240645 0.042107356999950163 -0.078108797882489367 0.075273084320733707 -0.0036420360511667037
leaf_weight=0.13435595248387244 0.37645297553962098 0.08029612861400881 0.15837654384085909 0.10302864761615671 0.16185893354533221 3.5234430495621041
leaf_count=37 95 12 47 25 28 756
internal_value=0 0.0246476 0.00529362 -0.00219375 0.0218153 -0.00575765
internal_weight=0 0.373029 0.292732 4.16478 0.538312 3.62647
internal_count=1000 96 84 904 123 781
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=8
num_cat=0
split_feature=5 6 2 7 3 7 24
split_gain=0.0235799 0.0849098 0.092715 0.087957 0.0747605 0.0776808 6.90256e-05
threshold=-0.15890216827392575 -0.96759614348411549 0.23355075716972354 -0.37251955270767206 2.4806873798370366 -1.6289549469947813 -0.12474490702152251
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.00043345762626395882 -0.02540537702750725 0.016266290974180996 -0.097429384070112895 -0.022421008445418167 0.094886922693398948 0.021313718478014349 0.10083979081776216
leaf_weight=0.19869891069538459 0.55614562320113226 1.5310303023484269 0.19551433897936477 0.95376229991791195 0.028886807239359769 0.98842817922668746 0.059806834642415541
leaf_count=46 121 263 77 202 25 239 27
internal_value=0 -0.00542378 -0.0485396 0.00141657 0.00961868 0.00449185 0.098901
internal_weight=0 2.87901 0.394213 2.48479 1.63327 1.54457 0.0886936
internal_count=1000 588 123 465 412 360 52
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=5
num_cat=0
split_feature=13 30 31 31
split_gain=0.0237214 0.022958 0.0679058 0.0436894
threshold=-1.9400736093521116 -0.75394436717033375 0.61904841661453258 -1.3578727841377256
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.060467337158264661 -0.029596820742389004 -0.030756996855992359 0.044924144842156954 0.0062307221574235466
leaf_weight=0.063968163607512341 0.66913621171154591 0.35433239837675534 0.14962002328957169 3.2342239455576873
leaf_count=24 165 78 45 688
internal_value=0 -0.000868875 -0.0159788 0.00257857
internal_weight=0 4.40731 0.818756 3.58856
internal_count=1000 976 210 766
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=7
num_cat=0
split_feature=3 19 20 30 4 9
split_gain=0.0220401 0.0478408 0.0440268 0.0427617 0.049245 0.0395938
threshold=-2.0779349803924556 0.80434471368789684 0.5318211317062379 1.2294318079948428 -1.1332715749740598 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.039739087546624967 -0.020972892147189583 -0.1006508074774134 0.052651577959123674 0.035996745610285534 -0.046361222250637518 0.0092777572327813786
leaf_weight=0.13384433896293035 0.49914121798201483 0.067209451961161903 0.083914496769011748 0.093038195916051336 0.33053614506491147 3.249040637020812
leaf_count=63 115 23 22 33 63 681
internal_value=0 -0.0268988 -0.00413587 0.00184584 -0.0282713 0.00524931
internal_weight=0 0.284968 0.217759 4.17176 0.423574 3.74818
internal_count=1000 108 85 892 96 796
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=8
num_cat=0
split_feature=31 27 0 31 11 14 4
split_gain=0.0213953 0.071838 0.0804719 0.0703036 0.0818691 0.0662467 0.0288807
threshold=-0.1249653398990631 1.0865690112113955 0.38903948664665228 0.38249349594116216 -2.657573819160461 -0.55371585488319386 -0.77281033992767323
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.01266045413842997 0.050689705039343259 -0.085380361008513761 0.029270586596218447 -0.026813962147297483 -0.046323080916662665 0.018535760912516248 -0.013307182819241018
leaf_weight=0.7393827820167761 0.10126179705366667 0.10318287005702587 1.2013481260219405 0.45642521788784063 0.61714077713462279 1.0946744676048179 0.12055924099007587
leaf_count=184 37 31 217 95 150 262 24
internal_value=0 0.00710988 0.0132956 -0.0067869 -0.0326487 0.00519119 -0.0465451
internal_weight=0 2.16447 1.94073 2.2695 0.718403 1.5511 0.223742
internal_count=1000 456 401 544 187 357 55
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=6
num_cat=0
split_feature=10 6 5 7 6
split_gain=0.0209566 0.0366031 0.0352894 0.0948331 0.0939509
threshold=-6.1436679363250724 -2.0294094085693355 0.45862978696823126 -2.8820159435272212 -1.8197036385536192
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.0091926488560719714 -0.081543610851597947 -0.085630730742480843 -0.055745348820205258 0.03149605188454873 7.7136951973700365e-05
leaf_weight=0.087074947913606593 0.14769927899041624 0.076450091146398225 0.14705978087590665 0.81580025734085371 3.121451747743663
leaf_count=24 85 20 38 229 604
internal_value=0 -0.0351385 0.00134533 0.0181715 -0.00361046
internal_weight=0 0.163525 4.23201 0.96286 3.26915
internal_count=1000 44 956 267 689
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=6
num_cat=0
split_feature=11 4 2 5 9
split_gain=0.0223505 0.0492054 0.0418231 0.0431649 0.0358851
threshold=-5.2096197605133048 -4.2021732330322257 -2.481732845306396 0.45862978696823126 0.49100649356842047
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.067077221882325525 0.057899684790180483 -0.085706555468396117 -0.0057899051713321721 0.018922792522501165 0.0086581457249747876
leaf_weight=0.041553687701707531 0.12800012277875783 0.11869553258657095 3.1050036102982119 0.91509110334666832 0.061014404920513243
leaf_count=24 19 36 651 234 36
internal_value=0 -0.030992 0.00162715 -0.000164573 -0.0536682
internal_weight=0 0.221264 4.14809 4.02009 0.17971
internal_count=1000 96 904 885 72
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=5
num_cat=0
split_feature=5 11 3 29
split_gain=0.0213508 0.023444 0.0520648 0.0424332
threshold=-4.0636310577392569 4.6643924713134775 -0.40226960182189936 0.51327875256538402
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.050247044909117772 -0.0092811920656681746 -0.026976543998743371 0.038182509806686443 0.013913527586793038
leaf_weight=0.083036660536094931 2.5249690405271115 0.17252475386703736 0.42401911267450021 1.1470257585178272
leaf_count=36 605 33 76 250
internal_value=0 0.000951249 0.019338 -0.00203583
internal_weight=0 4.26854 0.596544 3.67199
internal_count=1000 964 109 855
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=7
num_cat=0
split_feature=25 19 10 18 14 21
split_gain=0.0212716 0.0614291 0.0795937 0.0703797 0.0559264 0.063058
threshold=0.10375598073005678 0.15210568904876712 -4.1950027942657462 -1.5012420415878294 -1.5815197825431822 0.099660724401474013
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.064079435457806394 -0.073887448498427127 -0.086509248099512659 0.023188041521103313 -0.023986219365499203 0.029289610905070085 -0.0079325689771099477
leaf_weight=0.096876143517874769 0.080098506552530924 0.071858234390674625 0.83169329988248808 1.4344305474701289 0.95160773224398532 0.87235912022049433
leaf_count=18 22 20 211 288 230 211
internal_value=0 -0.00621386 0.014464 -0.0184149 0.00789568 0.0114871
internal_weight=0 2.43486 0.903552 1.53131 1.90407 1.82397
internal_count=1000 537 231 306 463 441
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=8
num_cat=1
split_feature=8 4 11 13 7 6 10
split_gain=0.020731 0.0574462 0.0612866 0.0539075 0.0455123 0.134341 0.0594207
threshold=0 0.45788866281509405 -0.17832047492265699 -0.53143158555030812 -1.9599047899246214 -0.68222475051879872 -3.7927224636077876
decision_type=1 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.050618805082519952 0.0044715281043918908 0.026637918979776271 0.057323561808595914 -0.026163997257530422 0.021125859441449873 0.062053209897196288 -0.021137922602449895
leaf_weight=0.16345544355954189 0.54312606642241668 0.28044109384927651 0.36810258205724722 0.62262851314157786 0.41932468894447139 0.30012359804993627 1.6095704498887353
leaf_count=44 205 60 120 118 72 60 321
internal_value=0 0.00810753 0.0258218 -0.00976678 -0.00594376 0.0223257 -0.012403
internal_weight=0 1.8143 0.911229 0.90307 2.49247 0.463579 2.0289
internal_count=1000 503 325 178 497 104 393
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=6
num_cat=0
split_feature=3 16 11 16 10
split_gain=0.0208358 0.02499 0.0949854 0.0607487 0.0139278
threshold=-2.7369303703308101 0.5102781653404237 -1.0592629313468931 -0.053894041106104844 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.016333864450315115 0.0053915024470156184 -0.037449555488712497 0.02829921504106736 -0.025858710369350064 -0.10053674898351311
leaf_weight=0.04918026647555962 2.0668107503494184 0.28660831349640148 0.94158522403012035 0.88989355607350296 0.032708576885596474
leaf_count=27 465 121 171 191 25
internal_value=0 0.000966448 0.0129562 -0.00401402 -0.0499667
internal_weight=0 4.1849 1.22819 2.9567 0.0818888
internal_count=1000 948 292 656 52
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=8
num_cat=0
split_feature=6 0 2 29 29 24 7
split_gain=0.0213163 0.0684233 0.0611585 0.0425393 0.0534884 0.0234718 0.0197098
threshold=2.090929508209229 0.44619986414909368 2.3993561267852788 -1.5866907835006712 -1.1724481582641599 0.12283229455351831 -0.77381101250648487
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.014129515310885264 -0.1000484421533149 -0.026186140187054736 0.075230418068776256 -0.061807012509932091 0.0025160360116068476 0.092447762470955819 -0.026156628755234692
leaf_weight=0.075233352416944732 0.10081505506084909 0.16629861926139711 0.09255661207726007 0.13417327443906435 3.5438231198965013 0.077878639261939497 0.056234303543533204
leaf_count=29 43 55 30 37 763 21 22
internal_value=0 -0.0215168 0.0100765 0.0023195 0.000169532 0.0539652 -0.0735902
internal_weight=0 0.415905 0.258855 3.83111 3.678 0.153112 0.157049
internal_count=1000 150 85 850 800 50 65
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=7
num_cat=0
split_feature=4 9 5 7 25 9
split_gain=0.0212197 0.125699 0.0798729 0.0632756 0.0574833 0.0520411
threshold=-1.6112870573997495 -0.89385390281677235 1.5062254071235659 1.4750462770462038 -1.7371324896812437 -1.6665836572647093
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.02761857128579237 0.070795155683815211 0.078259856184293819 -0.032048754118261059 0.050163163227326994 0.021293573043024424 -0.012919926473208746
leaf_weight=0.58182770869098022 0.09876159538822582 0.32572423303008669 0.082209090013520836 0.12750839020600324 0.54258079776764168 2.4614607320701438
leaf_count=128 22 132 29 31 112 546
internal_value=0 0.0117997 0.0560298 -0.0136367 -0.00427245 -0.00674039
internal_weight=0 1.11727 0.407933 0.709336 3.1028 3.00404
internal_count=1000 320 161 159 680 658
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=8
num_cat=0
split_feature=9 6 4 10 3 16 18
split_gain=0.0211907 0.0640083 0.0718919 0.0430201 0.0974607 0.0627593 0.041368
threshold=1.0618134737014773 -1.5804541110992429 0.4314530491828919 1.8433723449707033 0.78698328137397777 -1.5054311752319334 0.031244269572198394
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.070890872208448114 0.0066502754778658612 0.068095807117676807 0.005715853726970181 -0.034681688921578378 0.044958069355164929 -0.0062985875005151411 -0.082128843113629293
leaf_weight=0.16141876549704681 0.10409652246983114 0.25601945966309336 0.66370369811715335 0.23327644695109473 0.45025141138307845 2.2084272771206206 0.10586211129384537
leaf_count=38 58 89 127 77 130 432 49
internal_value=0 0.0117072 0.0230803 -0.00432344 0.0177784 -0.0106982 -0.0381126
internal_weight=0 1.12968 0.919723 3.05337 0.683528 2.36985 0.209959
internal_count=1000 323 216 677 207 470 107
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=5
num_cat=0
split_feature=19 12 12 25
split_gain=0.0281348 0.0282105 0.0797044 0.0529631
threshold=2.1676498651504521 0.88899955153465282 0.72514092922210704 0.97147566080093395
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0005055829964067584 0.060044289857953285 -0.0050756840015934654 0.073600945313887417 -0.069947317958522312
leaf_weight=3.1402176716715577 0.076607494924246455 0.61904895083432609 0.15216684623328536 0.15796823269371885
leaf_count=758 15 151 36 40
internal_value=0 -0.00112537 0.00291946 -0.0182641
internal_weight=0 4.0694 3.29238 0.777017
internal_count=1000 985 794 191
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=7
num_cat=0
split_feature=25 28 4 12 6 31
split_gain=0.0225919 0.0551503 0.0728892 0.0526525 0.100943 0.0561715
threshold=0.10375598073005678 -1.5466411709785459 1.6072534918785097 -0.03644080460071563 -2.0841283798217769 0.49908749759197241
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=-0.073783989671594413 0.038081563733225805 0.0053562955929800293 -0.042707839386484675 0.088448082983549892 -0.02254561446949584 -0.016356086164253988
leaf_weight=0.11588681916100574 0.7308895910271076 1.8143570098952184 0.38193391584390912 0.092177756548693424 0.73752522926906727 0.25591554433174224
leaf_count=30 168 417 90 39 182 74
internal_value=0 -0.00654964 -0.00300203 0.00835263 -0.0102145 0.0239638
internal_weight=0 2.31218 2.19629 1.81651 0.829703 0.986805
internal_count=1000 537 507 463 221 242
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=5
num_cat=0
split_feature=15 18 31 18
split_gain=0.021175 0.0250348 0.0627523 0.0456916
threshold=-1.9646769762039182 -1.6409752964973447 -0.1385553181171417 -0.65785545110702504
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.040232472478563756 0.083930754136677443 -0.022759340876031375 -0.026300918016739696 0.0048990272457884142
leaf_weight=0.12671857285386057 0.11625834433925775 0.74483934962241738 0.092920156283071598 3.0150834733719023
leaf_count=28 26 201 23 722
internal_value=0 0.00129316 0.0349642 -0.000580085
internal_weight=0 3.9691 0.209179 3.75992
internal_count=1000 972 49 923
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=6
num_cat=0
split_feature=3 5 2 10 0
split_gain=0.0217078 0.0421759 0.0471844 0.0388074 0.0375224
threshold=-2.0779349803924556 0.68198090791702282 2.2582406997680669 -8.2502570152282697 3.9563815593719487
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.08612151957931069 -0.10066651067914373 0.053372964633573841 0.012803082750943906 0.0011120063402314552 0.058701902683992238
leaf_weight=0.12667896263121736 0.036539424327202474 0.050754905922104854 0.077844559823461168 3.6731292258227204 0.11673065080867662
leaf_count=48 8 34 26 862 22
internal_value=0 -0.0282209 -0.0484694 0.00189697 0.00288582
internal_weight=0 0.255278 0.204524 3.8264 3.78986
internal_count=1000 108 74 892 884
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=8
num_cat=1
split_feature=8 7 24 2 9 5 11
split_gain=0.0215067 0.0539744 0.0838626 0.0650729 0.0466172 0.0637362 0.0534375
threshold=0 -0.24360075592994687 1.6863377690315249 3.4516642093658452 1.3687919378280642 -1.2619942426681516 4.8875966072082528
decision_type=1 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.018559883271612967 -0.0080994833088367506 0.060143861817624128 0.088529722406089542 -0.048679665087609292 -0.034946706006603677 0.057538302831281675 0.028673250773381828
leaf_weight=1.7304623703017803 1.2307392775290891 0.31963598539545035 0.09688596065097943 0.066355500267007983 0.10964408331489039 0.23257395594544039 0.27800666022449139
leaf_count=332 282 190 15 16 67 56 42
internal_value=0 0.00852169 -0.00104778 0.0414361 -0.00620908 0.0279068 -0.012022
internal_weight=0 1.71362 1.32763 0.385991 2.35069 0.342218 2.00847
internal_count=1000 503 297 206 497 123 374
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=6
num_cat=0
split_feature=31 12 14 15 24
split_gain=0.0212914 0.0379159 0.0425675 0.0346674 0.034683
threshold=1.3691098093986513 0.49494431912899023 -0.25662377476692194 -1.9646769762039182 -0.40476341545581812
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.058640454684355352 -0.079050292325999014 0.050420896127075988 0.024873524985393941 -0.013813281658335997 0.006797514800551724
leaf_weight=0.1061882432620681 0.061801823525456712 0.21408483992763649 0.1088006899967694 1.2785261329781152 2.2590118580323519
leaf_count=26 19 34 44 316 561
internal_value=0 0.0223952 -0.0127735 -0.00234153 -0.000651576
internal_weight=0 0.384687 0.170603 3.64373 3.53754
internal_count=1000 97 63 903 877
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=4
num_cat=0
split_feature=9 31 31
split_gain=0.0211878 0.0357294 0.0527409
threshold=-4.2942843437194815 -2.0173729658126827 -1.7747542858123777
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.054074418488328335 0.068743452754966003 -0.078633659380251422 0.0013968063719989245
leaf_weight=0.071134838493890018 0.076329601201564734 0.084178128092390003 3.7810518561120858
leaf_count=20 22 20 938
internal_value=0 0.000991821 -0.000346121
internal_weight=0 3.94156 3.86523
internal_count=1000 980 958
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=6
num_cat=0
split_feature=13 30 9 26 17
split_gain=0.0204488 0.0663334 0.0675015 0.0381575 0.0308521
threshold=1.3883623480796816 0.77336484193801891 0.39663147926330572 1.9975859522819521 -1.4139283299446104
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.02662783651836614 -0.044749115976452321 0.085709173462728078 0.051328356270835318 -0.061604362176875219 -0.0038700230631535833
leaf_weight=0.37127430218862478 0.17133426344071256 0.11471347841143142 0.12757503515604185 0.10571021377154455 3.1119912960101175
leaf_count=80 40 22 34 26 798
internal_value=0 0.0210655 -0.00374308 -0.00241558 -0.000619317
internal_weight=0 0.413623 0.298909 3.58898 3.48327
internal_count=1000 96 74 904 878
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=7
num_cat=0
split_feature=0 4 21 9 3 18
split_gain=0.0209149 0.0486158 0.0527107 0.0335386 0.0868571 0.038397
threshold=-1.608339190483093 -0.97413113713264454 0.79399952292442333 1.2183623313903811 0.74455237388610851 -0.4650785624980926
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.075164301858696381 -0.020284918649585707 -0.069175780134442463 0.023705280356944775 0.057334346688824471 -0.0088141571076810112 0.0048325867583050644
leaf_weight=0.042616471439032466 0.88029701924577453 0.19098374517886219 0.0898436417553512 0.35340208709499155 0.45288032179769289 1.9720429370034931
leaf_count=22 198 106 24 95 113 442
internal_value=0 -0.024358 -0.0394608 0.00217121 0.0201794 -0.00291925
internal_weight=0 0.323444 0.280827 3.65862 0.806282 2.85234
internal_count=1000 152 130 848 208 640
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=7
num_cat=0
split_feature=3 10 30 30 4 31
split_gain=0.0216693 0.0378168 0.0391863 0.0360259 0.0410906 0.031865
threshold=-2.0779349803924556 0.69830441474914562 0.53540417551994335 1.2851886153221133 -1.1332715749740598 1.7282394766807558
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.037014705867815557 0.0030800814672386542 -0.10056576851800872 0.062904475544422397 0.034015318720334149 -0.046695922956487411 0.051430123527681115
leaf_weight=0.13174079969739017 3.2118154121752989 0.056499272667110745 0.055905735804117285 0.081763863536252757 0.27600244452730738 0.14234905466810222
leaf_count=60 770 27 21 33 58 31
internal_value=0 -0.0288414 -0.00724568 0.00191456 -0.0282502 0.00513203
internal_weight=0 0.244146 0.187647 3.71193 0.357766 3.35416
internal_count=1000 108 81 892 91 801
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=5
num_cat=0
split_feature=5 10 20 29
split_gain=0.0199205 0.0230881 0.0302696 0.0142092
threshold=-3.7824122905731197 -8.2502570152282697 1.8299899697303774 -0.21924977004528043
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0060610102000417344 -0.076831095075489964 0.00058743832246480054 0.059978793753362895 -0.079346956652861997
leaf_weight=0.052786556309570187 0.037556139375738762 3.7055694282947513 0.087848959470647858 0.053038863023403215
leaf_count=19 16 912 24 29
internal_value=0 0.0011904 0.00196284 -0.0427913
internal_weight=0 3.83097 3.79342 0.105825
internal_count=1000 952 936 48
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=8
num_cat=2
split_feature=0 1 6 9 1 10 10
split_gain=0.0194088 0.0625178 0.0834564 0.0616144 0.0551798 0.0734023 0.0603102
threshold=-0.53437867760658253 0 -0.75322550535202015 2.2335890531539921 1 -0.86157226562499989 -2.7284787893295284
decision_type=2 1 2 2 1 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.083260063546608976 0.028003606260868043 0.01296756366982791 -0.023099291733039679 0.090546718017926159 0.067834524820523823 0.026719892774285603 -0.055613238411939651
leaf_weight=0.071714421112659466 0.43428874382607352 1.32110398408588 1.2098178759598848 0.11097420455826079 0.044764103169086411 0.39458866640950419 0.34142012733090643
leaf_count=35 110 258 295 41 13 111 137
internal_value=0 0.00370445 -0.00960052 0.0189793 -0.0133474 0.00980568 -0.0413039
internal_weight=0 3.07618 1.64411 1.43208 0.852487 0.466303 0.386184
internal_count=1000 704 405 299 296 146 150
cat_boundaries=0 1 2
cat_threshold=2 2
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=8
num_cat=0
split_feature=22 0 18 22 30 14 22
split_gain=0.0203715 0.0676514 0.063819 0.0616215 0.0430888 0.0375282 0.00745457
threshold=-1.0270571708679197 0.42796576023101812 0.31057116389274603 -0.91528546810150135 -0.68899607658386219 -0.76566088199615467 -0.96881815791130055
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.01292309594658579 -0.095788944421143107 -0.0070642780567356416 -0.094877225087789341 0.020048787623500524 0.074317150156659156 -0.0060538012015242983 -0.046905281527083863
leaf_weight=0.17921965003915863 0.063837972396868281 0.093810586704421439 0.079180229510825484 0.70692006227568605 0.21228525770584383 2.4939517593690317 0.061009105094854799
leaf_count=53 20 20 27 173 48 639 20
internal_value=0 0.0175686 -0.0201096 -0.00297729 0.0493758 -0.000288983 -0.0719009
internal_weight=0 0.564496 0.2584 3.32572 0.306096 3.20087 0.124847
internal_count=1000 148 80 852 68 812 40
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=5
num_cat=0
split_feature=18 13 30 25
split_gain=0.0195622 0.0223537 0.0505909 0.0307867
threshold=1.7860749363899233 1.3883623480796816 0.77336484193801891 1.5966798663139345
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00049745800838207064 -0.04621514353550947 0.0013485782120704916 0.083878416229864389 -0.048219545683024834
leaf_weight=3.2700881251330656 0.089472202493197872 0.26464166870073302 0.10325739340987639 0.13507656419278635
leaf_count=833 38 71 22 36
internal_value=0 0.00109496 0.024512 -0.00143506
internal_weight=0 3.77306 0.367899 3.40516
internal_count=1000 962 93 869
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=8
num_cat=1
split_feature=8 4 3 21 6 11 0
split_gain=0.0196363 0.0463714 0.0551623 0.0487014 0.0415805 0.0417351 0.0267393
threshold=0 0.45788866281509405 -0.94009315967559803 -0.81699246168136586 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0096594427489024529 -0.0056170012396615987 -0.053756159770726258 0.04733533570691198 0.0047291035797669715 -0.10039742042099893 0.025936552397543541 -0.0076180090954473638
leaf_weight=1.6907760457442584 0.33684530068603658 0.18395795655541747 0.4729552775352488 0.62994420193717815 0.074129044661958576 0.40907339280295207 0.053469188034796389
leaf_count=356 73 32 252 146 46 78 17
internal_value=0 0.00836707 0.0253092 -0.00848972 -0.00609294 -0.00272496 -0.0615188
internal_weight=0 1.6237 0.809801 0.813902 2.22745 2.09985 0.127598
internal_count=1000 503 325 178 497 434 63
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=6
num_cat=1
split_feature=13 2 1 13 20
split_gain=0.0209641 0.0416648 0.0418484 0.0337565 0.0335379
threshold=-1.2598152160644529 0.4120739102363587 0 -1.187853932380676 -1.1364628076553343
decision_type=2 2 1 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.045689592538674752 -0.073278382125479699 0.0060587849129091487 0.088808251929950288 0.028341749673466407 -0.0041907675806049909
leaf_weight=0.066090241683923856 0.0655887829561842 0.13426625136600023 0.11217434979880636 0.35304494410627363 3.0938085235234984
leaf_count=29 16 37 30 106 782
internal_value=0 0.0248163 0.0437245 -0.00221093 -0.000858615
internal_weight=0 0.312531 0.246441 3.51244 3.44685
internal_count=1000 96 67 904 888
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=7
num_cat=0
split_feature=11 4 5 7 7 0
split_gain=0.0196947 0.039575 0.0318256 0.0631405 0.0569568 0.0285906
threshold=-5.2096197605133048 -4.2021732330322257 -0.94487735629081715 -1.3431769609451292 -1.2958345413208006 -0.10111981630325316
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.064742832301236536 0.013944517486370886 -0.0093513811053181888 -0.011613236370108528 -0.025596044841760215 0.023460760199960282 -0.095124099306967524
leaf_weight=0.034995242951481487 0.70825902816426378 0.076437639563238235 0.7434492947614334 0.939638012186095 1.2273301153662348 0.079054489444388643
leaf_count=24 175 54 171 246 312 18
internal_value=0 -0.0313359 0.00165407 -0.00860168 0.0102296 -0.0529595
internal_weight=0 0.190487 3.61868 1.6479 1.97078 0.155492
internal_count=1000 96 904 421 483 72
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=8
num_cat=0
split_feature=28 21 7 15 28 13 29
split_gain=0.0186002 0.0600189 0.0565225 0.0481086 0.0481056 0.0834002 0.0436536
threshold=0.89896380901336681 -0.65526846051216114 -2.1366169452667232 0.31206700205802923 0.36148001253604894 -0.080186594277620302 -0.052107142284512513
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.017116932339787009 0.013414425686003576 -0.036393661859899035 0.048500423800936249 -0.092178515241379252 0.01421864412195707 -0.062764508866843288 -0.0092678209231175576
leaf_weight=1.1425114756524701 0.092494209686492468 0.096922004712610033 0.41099608543754573 0.080873750688624568 0.24811792401175126 0.32513524062034083 1.3899284848545506
leaf_count=317 25 36 102 19 72 88 341
internal_value=0 0.01496 0.0323008 -0.0358432 -0.0032857 -0.0294443 0.00263567
internal_weight=0 0.681286 0.507918 0.173368 3.10569 0.573253 2.53244
internal_count=1000 182 138 44 818 160 658
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=7
num_cat=0
split_feature=30 21 2 17 21 26
split_gain=0.0184073 0.0532491 0.0515467 0.0336043 0.0918541 0.0439715
threshold=-0.75394436717033375 1.3575386404991152 0.75852215290069591 0.75022095441818248 1.2355348467826845 -0.26835612952709192
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.023363932315921682 0.024182299855662351 -0.094182082129609934 -0.033957612762866712 -0.034084712761928558 0.072256319173098174 -0.0029843059210186321
leaf_weight=0.31610874354419172 1.0406376146289071 0.075104530127987346 0.3114422221205615 0.52079415001014684 0.096235868619260145 1.3937937022507181
leaf_count=96 231 18 102 146 19 388
internal_value=0 -0.0146071 -0.00508372 0.00334529 -0.0174991 0.00862851
internal_weight=0 0.702655 0.627551 3.05146 0.61703 2.43443
internal_count=1000 216 198 784 165 619
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=6
num_cat=0
split_feature=10 6 5 6 7
split_gain=0.0183079 0.045105 0.0276716 0.0716525 0.0667002
threshold=-5.3222155570983878 -2.0294094085693355 0.45862978696823126 -1.8197036385536192 -2.8820159435272212
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.016696346801305783 -0.080482436735772489 -0.076171128455841536 -0.053665958188000587 0.00041701471867171193 0.031071137293962194
leaf_weight=0.10686525963410531 0.11418876582013204 0.10242668050341341 0.10868516148946128 2.6556933360624839 0.63928080608113891
leaf_count=34 82 30 34 603 217
internal_value=0 -0.0287526 0.00169074 -0.00291808 0.0187582
internal_weight=0 0.209292 3.51785 2.76988 0.747966
internal_count=1000 64 936 685 251
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=7
num_cat=0
split_feature=13 13 22 3 27 27
split_gain=0.0188072 0.04004 0.0366176 0.0284211 0.0458897 0.0440291
threshold=-1.2598152160644529 -1.3131613731384275 -0.57212424278259266 -0.49797442555427546 -1.0335794091224668 -1.1444159746170042
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.079766563193559015 -0.071200295413554368 0.094155747183932506 -0.015969345718312874 0.038926130070732014 -0.0079485250789076319 -0.0014905104313347947
leaf_weight=0.051090803618535574 0.13286240679371986 0.063987404382033097 0.18325180969088706 0.30865590296559808 0.83914797607516867 2.1267278418530955
leaf_count=20 40 12 64 77 258 529
internal_value=0 0.0240462 0.00490276 -0.00213799 -0.0165943 0.00363182
internal_weight=0 0.29833 0.234343 3.40739 0.97201 2.43538
internal_count=1000 96 84 904 298 606
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=7
num_cat=1
split_feature=0 30 18 10 1 3
split_gain=0.0179802 0.0407998 0.0456531 0.0320943 0.0790115 0.073994
threshold=-1.608339190483093 -1.0374191403388975 0.21781289577484134 1.8433723449707033 0 -0.27606296539306635
decision_type=2 2 2 2 1 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.073452785817610694 -0.020094940079243107 -0.0070830724152057163 -0.095801351245497476 -0.037301923292479444 0.014050145115063806 0.0398801489778959
leaf_weight=0.037584556693900595 1.3418295947384991 0.1656123394192125 0.089265354675973185 0.16327933539832884 1.3692241562646363 0.51913498116414292
leaf_count=18 318 73 61 53 294 183
internal_value=0 -0.0238119 -0.0381547 0.0020293 -0.00284988 0.021413
internal_weight=0 0.292462 0.254878 3.39347 2.71105 0.682414
internal_count=1000 152 134 848 612 236
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=8
num_cat=1
split_feature=8 0 12 17 6 10 9
split_gain=0.018881 0.0440954 0.0566679 0.0516518 0.0396779 0.0646792 0.0626453
threshold=0 0.23862367868423465 -0.29050955176353449 -1.7957076430320738 0.77008655667305004 -1.9995312094688413 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.047064814274194788 -0.037348114518074627 -0.084275846000552337 0.016591560560179752 0.031963372637376246 0.03929035238525911 -0.04484057750215114 0.010499299161892101
leaf_weight=0.22063719878497079 0.36006809976534271 0.040397946884582092 0.42426317698925708 0.71164698202886689 0.11357228906126693 0.46766122554083711 1.3206919238720332
leaf_count=51 99 11 136 257 17 138 291
internal_value=0 0.00841811 -0.00817088 0.0257193 -0.00613683 -0.0284015 0.00225915
internal_weight=0 1.53638 0.784331 0.752045 2.12256 0.581234 1.54133
internal_count=1000 503 235 268 497 155 342
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=8
num_cat=0
split_feature=4 9 11 9 16 9 2
split_gain=0.0184209 0.110423 0.0796801 0.0574409 0.0497805 0.0712771 0.0585527
threshold=-1.6822952032089231 -0.89385390281677235 -3.5487818717956539 -3.0424852371215816 0.5102781653404237 -1.7243103981018064 4.188784360885621
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.086343558993353484 -0.016915560269849302 -0.024003432377083248 0.089203159491434078 -7.2652844128373898e-05 0.075830227173923709 0.0017568540237399817 0.06928946964218316
leaf_weight=0.090927016978412212 1.8020166044916126 0.084288299159766211 0.23696985359276856 0.51039573645903147 0.16181159823867119 0.65879963675061493 0.082394539922461152
leaf_count=27 458 55 99 127 37 176 21
internal_value=0 0.0121693 0.0595012 -0.0131178 -0.00419421 0.016363 -0.0131463
internal_weight=0 0.922581 0.321258 0.601323 2.70502 0.820611 1.88441
internal_count=1000 308 154 154 692 213 479
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=7
num_cat=0
split_feature=3 9 4 30 13 11
split_gain=0.017746 0.0469863 0.0475519 0.0315088 0.0429661 0.034097
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 1.2851886153221133 0.28954052925109869 -1.102678596973419
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.086292973520493893 -0.011538196091372859 0.032221385353483241 -0.078425046555469571 -0.051697424814238793 0.027007865186751565 0.011763929585337821
leaf_weight=0.03112474570662016 0.88652514843357799 0.054714837824576534 0.13388223635518448 0.22740893519431882 0.099801554144505644 2.1529376258827142
leaf_count=9 317 17 82 53 38 484
internal_value=0 -0.0275388 -0.0463249 0.00179319 -0.0276917 0.00496736
internal_weight=0 0.219722 0.188597 3.36667 0.32721 3.03946
internal_count=1000 108 99 892 91 801
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=6
num_cat=0
split_feature=30 17 27 25 25
split_gain=0.0181902 0.048199 0.0433941 0.0285895 0.0573883
threshold=-0.75394436717033375 1.4510143995285036 0.78608885407447826 -1.5476546287536619 -1.0688085556030271
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.0096484565781132861 0.048143994224816453 0.068335553695998627 -0.075172183605989942 -0.04001955513274906 0.0062380889396848726
leaf_weight=0.4732702630597817 0.13613799708278485 0.062931902310083387 0.12851936970264433 0.30095605000724468 2.4640513264735082
leaf_count=159 39 18 39 73 672
internal_value=0 -0.014934 -0.0236418 0.00340592 0.0012032
internal_weight=0 0.664722 0.60179 2.90115 2.76501
internal_count=1000 216 198 784 745
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=8
num_cat=1
split_feature=8 7 24 2 5 2 11
split_gain=0.0179339 0.0427358 0.0680695 0.0566526 0.0368157 0.0828287 0.0600593
threshold=0 -0.24360075592994687 1.6863377690315249 3.4516642093658452 -2.1253163814544673 3.3849450349807744 4.6643924713134775
decision_type=1 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0521976170620446 -0.0074884909988097159 0.058891099002298976 0.086900760716714875 -0.048450309125265018 -0.0051855902703837236 0.066839526522033177 0.062953821988045583
leaf_weight=0.35171915220320249 1.0756295668706672 0.27568955532069583 0.082244270888622739 0.059840758248952852 1.4910096656813037 0.070105419956234982 0.14164370212711208
leaf_count=114 282 190 15 16 340 14 29
internal_value=0 0.00832233 -0.000783982 0.0397471 -0.00607835 -0.0324142 0.000725964
internal_weight=0 1.4934 1.15787 0.33553 2.05448 0.421825 1.63265
internal_count=1000 503 297 206 497 128 369
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=8
num_cat=0
split_feature=22 4 9 28 28 13 14
split_gain=0.017469 0.0550014 0.0653223 0.0598471 0.0317006 0.0685256 0.0472892
threshold=0.63260453939437877 1.4679937958717348 -2.3239196538925166 -0.27788183093070978 -0.108426745980978 -0.080186594277620302 0.63039577007293712
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.019878021599582889 -0.054849661016356382 -0.097609336138822014 0.035976353646095631 0.015406877396057672 0.011787265591953635 -0.033073418445298423 -0.024599771007074122
leaf_weight=0.87546153013534034 0.090586640473702573 0.086068624800482496 0.62910383773780143 0.10284323863749023 0.5835128598682221 0.81761362734761123 0.32882844800323596
leaf_count=241 29 25 184 33 164 221 103
internal_value=0 0.0119388 0.0245442 -0.0360835 -0.00416437 -0.0143907 0.00773347
internal_weight=0 0.908602 0.71969 0.188912 2.60542 1.40113 1.20429
internal_count=1000 271 213 58 729 385 344
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=8
num_cat=0
split_feature=9 4 13 13 11 2 10
split_gain=0.0185677 0.0785972 0.0713641 0.064968 0.0741161 0.0622021 0.0589167
threshold=0.12808340787887576 -1.6327362060546873 -0.79340738058090199 -0.049947589635848992 2.1326044797897343 2.51668393611908 -2.7284787893295284
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.076037520777310436 0.092752097077865345 0.037205587343116124 -0.01367132187366309 -0.01094110516538464 0.044072700686556249 -0.042576528761785151 -0.012780998376321623
leaf_weight=0.19804176715979338 0.16589297222842003 0.37085367862300689 1.0745348740018978 0.67026523521076342 0.38587178098077857 0.042708564811164251 0.57400084915002492
leaf_count=43 98 99 303 189 81 11 176
internal_value=0 0.00766392 -0.000617469 -0.0069588 0.00915882 0.0650452 -0.0290073
internal_weight=0 1.65399 1.44539 1.82818 1.05614 0.208602 0.772043
internal_count=1000 511 402 489 270 109 219
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=7
num_cat=0
split_feature=3 9 4 30 13 11
split_gain=0.017723 0.0395169 0.0381015 0.0272932 0.0365728 0.0266919
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 1.2851886153221133 0.28954052925109869 -1.102678596973419
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.083861335273910209 -0.010101211912102372 0.027907440540589308 -0.075208018669277094 -0.049409299496867565 0.025139997054892983 0.010900187810051146
leaf_weight=0.027064632207839168 0.85416963918041311 0.050048910052282736 0.12616628046666312 0.21388429286622557 0.095051937641983386 2.0760830109360597
leaf_count=9 317 17 82 53 38 484
internal_value=0 -0.0286418 -0.045921 0.00179776 -0.0264723 0.00477827
internal_weight=0 0.20328 0.176215 3.23919 0.308936 2.93025
internal_count=1000 108 99 892 91 801
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=5
num_cat=0
split_feature=20 5 12 9
split_gain=0.0175961 0.0223868 0.0437307 0.0251292
threshold=1.9680437445640566 -3.3303779363632198 0.095968864858150496 1.0618134737014773
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.079913779305108387 0.049495731983799363 -0.0043015290213002542 0.013480140042045502 0.01600158992707397
leaf_weight=0.10075882625889754 0.070328538848116184 2.3284497497457441 0.099789782871255284 0.8258191477084792
leaf_count=43 18 628 43 268
internal_value=0 -0.00104575 -0.0334425 0.00101403
internal_weight=0 3.35482 0.200549 3.15427
internal_count=1000 982 86 896
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=8
num_cat=0
split_feature=4 9 5 15 5 2 10
split_gain=0.0168166 0.0896131 0.0684215 0.0573998 0.0481365 0.0647247 0.0257065
threshold=-1.6822952032089231 -0.89385390281677235 1.5062254071235659 1.284161448478699 2.0177078247070317 -2.481732845306396 -4.1328554153442374
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.024502450454426221 0.077742882382599132 0.083166100736435142 -0.036767568570408353 0.06229416383201173 0.0036376060689824654 -0.010802234352630294 0.083979805121986398
leaf_weight=0.48089335500480956 0.085613407689380305 0.22532575240009611 0.060296434463225523 0.090535399894633883 0.070958872316623456 2.3105630356444067 0.090767531028831061
leaf_count=133 18 127 27 21 23 605 46
internal_value=0 0.0121104 0.0578474 -0.0107507 -0.00407469 -0.00763859 0.048729
internal_weight=0 0.857051 0.285622 0.571429 2.5579 2.39618 0.161726
internal_count=1000 308 154 154 692 623 69
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=5
num_cat=0
split_feature=25 19 17 27
split_gain=0.0167913 0.0245626 0.037257 0.0266504
threshold=-2.2798788547515865 -1.3991433978080747 0.54740771651268016 -0.56510543823242176
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.059180312311368916 -0.0074271018543347993 0.015700431320289168 -0.097336322968230762 -0.004537170876419928
leaf_weight=0.047306041243189489 0.16628859190962053 0.92856415966576911 0.063761593527260629 2.1745755691352349
leaf_count=8 58 263 25 646
internal_value=0 -0.000818713 -0.0323467 0.0015186
internal_weight=0 3.33319 0.23005 3.10314
internal_count=1000 992 83 909
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=8
num_cat=1
split_feature=8 7 24 9 6 0 9
split_gain=0.0164446 0.0401071 0.0591887 0.0472552 0.0367188 0.0615275 0.0465099
threshold=0 -0.24360075592994687 1.6863377690315249 -1.1080552935600279 0.77008655667305004 1.5622318387031557 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0069177686910987957 -0.042995716336952129 0.1003643581849457 0.085076930120280864 0.014832560706724691 -0.058187131920981794 0.010899295496028081 0.0096085476494650254
leaf_weight=1.0368117846801252 0.19477932669724385 0.091308785976949025 0.074996895767981075 0.22078032351393528 0.3002735132848785 0.22588135955902544 1.2259391409389051
leaf_count=282 51 70 15 136 102 53 291
internal_value=0 0.00817964 -0.000712279 0.0398568 -0.00596099 -0.0285279 0.00239655
internal_weight=0 1.4239 1.11181 0.312089 1.94687 0.526155 1.42072
internal_count=1000 503 297 206 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=8
num_cat=1
split_feature=0 28 27 1 10 9 13
split_gain=0.0180221 0.0513905 0.059156 0.0450038 0.0694415 0.0526757 0.00542866
threshold=-0.53437867760658253 -1.1403951048851011 0.44944302737712866 0 2.3550301790237431 2.2335890531539921 0.026189046911895279
decision_type=2 2 2 1 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.049865837684059826 0.011988969508011274 -0.022852498768086024 0.044316955152074344 -0.017913661486853766 0.044022805472471699 0.090481763851401859 -0.094954863826501021
leaf_weight=0.045005338110456705 1.1251779788220226 0.43648075363945826 0.18741342373201064 1.1758826160729259 0.2139573429845002 0.092527723060357059 0.065659075728490279
leaf_count=20 258 168 85 307 98 41 23
internal_value=0 -0.013815 -0.00267527 0.00391803 -0.00837892 0.0179533 -0.0766179
internal_weight=0 0.734559 0.623894 2.60755 1.38984 1.21771 0.110664
internal_count=1000 296 253 704 405 299 43
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=7
num_cat=0
split_feature=3 3 13 3 9 0
split_gain=0.0181649 0.0682532 0.0355992 0.0304094 0.0207238 0.0102919
threshold=3.0957533121109013 2.6622943878173833 -0.27612735331058497 2.557470560073853 0.46225464344024664 -0.21962642669677732
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -3 -4
right_child=2 4 5 -5 -6 -7
leaf_value=9.812712463652238e-05 0.027583648617541423 0.10007102166925266 -0.093500876119928036 -0.068077578208247197 0.022979133303268354 -0.034300289946882188
leaf_weight=2.9178073325612153 0.067225643857454997 0.086189853510859282 0.058264204363524641 0.066926459124260762 0.058562711716376725 0.0592074745038359
leaf_count=846 32 25 22 16 27 32
internal_value=0 0.00182169 -0.0304512 -0.00143057 0.0688819 -0.0636629
internal_weight=0 3.12949 0.184697 2.98473 0.144753 0.117472
internal_count=1000 914 86 862 52 54
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=8
num_cat=0
split_feature=6 13 29 29 29 15 24
split_gain=0.0160692 0.0440196 0.0335396 0.0312337 0.0429203 0.0204978 0.0170876
threshold=2.090929508209229 -0.27101422846317286 -0.082558438181877122 -1.5866907835006712 -0.88508096337318409 -0.23903460800647733 0.12283229455351831
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.014520621160538413 -0.091377862999684659 0.058531760991722429 -0.02934888188705367 -0.035307425782922841 0.0044684740746015012 -0.014651356920098606 0.091146174991357617
leaf_weight=0.057820020968848307 0.089743437917604751 0.08339146264449937 0.090621644166009818 0.3034848083441245 2.5567012372816427 0.056892194728220602 0.058595802539713304
leaf_count=29 29 41 53 97 703 27 21
internal_value=0 -0.0212466 0.0127657 0.0023146 0.000247986 -0.0616093 0.0530887
internal_weight=0 0.320649 0.174013 2.9766 2.86019 0.146636 0.116416
internal_count=1000 150 94 850 800 56 50
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=6
num_cat=0
split_feature=5 11 29 11 2
split_gain=0.0162137 0.0191414 0.0446688 0.0378268 0.0124219
threshold=-3.7824122905731197 4.6643924713134775 0.70937657356262218 3.9955254793167119 2.8269519805908208
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.075428063256582578 0.0010077220535001132 0.040425514480351893 -0.031279973622317256 -0.049107490186625247 0.00097714705528292195
leaf_weight=0.049547168820453513 2.5961882015384115 0.31528872401759134 0.11991875089506721 0.1598879392222442 0.037295275606822997
leaf_count=29 819 74 29 30 19
internal_value=0 0.00117796 0.0206675 -0.00189961 -0.0426152
internal_weight=0 3.19128 0.435207 2.75608 0.0868424
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=5
num_cat=0
split_feature=18 22 27 28
split_gain=0.0163329 0.0184071 0.0433302 0.0309434
threshold=1.7860749363899233 -1.4049233794212339 0.59481739997863781 0.89896380901336681
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.00081467321886595034 -0.046695064022811053 -0.0057846602239610169 0.092704455730473354 0.020974453994334095
leaf_weight=0.15939380861726782 0.073188216440030263 2.43637113792045 0.071888871419560019 0.52531511730808222
leaf_count=59 38 726 20 157
internal_value=0 0.00108338 0.0282536 -0.00103839
internal_weight=0 3.19297 0.231283 2.96169
internal_count=1000 962 79 883
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=8
num_cat=1
split_feature=0 2 10 1 6 9 7
split_gain=0.0157299 0.0439545 0.0590028 0.0385264 0.0663862 0.0493019 0.00683948
threshold=-0.53437867760658253 2.5457446575164799 -0.25624310970306391 0 -0.75322550535202015 0.12808340787887576 -1.6289549469947813
decision_type=2 2 2 1 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.045398058449858864 -0.0040810573674389975 -0.046015930032127693 0.019502078144071688 0.028659391638256357 -0.021210350095887315 0.036702301014289271 -0.099625439175474451
leaf_weight=0.21586119630541134 0.57731080401481405 0.042707642387256328 0.399029641704573 0.36505250192757932 0.9931315941401665 0.60920057337261824 0.053747845306329367
leaf_count=81 133 29 165 110 295 166 21
internal_value=0 -0.0131267 -0.00328151 0.00369417 -0.00780637 0.0168587 -0.0758887
internal_weight=0 0.711346 0.614891 2.5447 1.35818 1.18651 0.0964555
internal_count=1000 296 246 704 405 299 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=6
num_cat=0
split_feature=12 12 19 25 2
split_gain=0.0161542 0.0562415 0.0477375 0.0386341 0.0362575
threshold=0.88899955153465282 0.72514092922210704 0.95981913805007946 0.8608287274837495 -2.1278877258300777
decision_type=2 2 2 2 2
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.065568577823618676 -0.013512290272018147 0.070956066079736105 0.042501773581051429 -0.081058552583091942 -0.0019447802250109416
leaf_weight=0.082281080861322464 0.40979517854864855 0.11802654675261681 0.12019129991222144 0.10673182290882721 2.3930518214487719
leaf_count=26 123 36 31 39 745
internal_value=0 0.00351505 -0.0142613 -0.0274696 0.000299391
internal_weight=0 2.59336 0.636718 0.516527 2.47533
internal_count=1000 807 193 162 771
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=7
num_cat=1
split_feature=8 4 11 16 25 12
split_gain=0.0159356 0.0367406 0.0493615 0.041647 0.0348208 0.044045
threshold=0 0.45788866281509405 1.0588229894638064 -0.11088475584983824 -2.033527016639709 0.91698181629180919
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.0092837338443297716 0.1009679339247406 0.018483352204211129 0.071929257745923555 -0.031391827394089342 -0.00022458518037017576 -0.039750038259193037
leaf_weight=0.50997533267558026 0.029950504555017798 0.31226010395477743 0.16695705059584043 0.36095310594248531 1.4838588442450484 0.34806219408439165
leaf_count=236 7 81 89 97 398 92
internal_value=0 0.00828371 0.0247345 -0.00825795 -0.00598575 -0.00773436
internal_weight=0 1.35015 0.676932 0.673213 1.86187 1.83192
internal_count=1000 503 325 178 497 490
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=8
num_cat=0
split_feature=5 6 13 7 5 13 4
split_gain=0.0162438 0.0552387 0.0520554 0.0487922 0.0631715 0.0529151 0.0377663
threshold=-0.94487735629081715 -0.69330593943595875 -0.70296543836593617 0.28290793299674993 -0.81435763835906971 1.3032695651054385 -1.2004670500755308
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.0054458859286648786 0.064909289673546602 0.038765876431097447 -0.011279335217059781 0.045823552443625105 -0.011340052856562182 -0.040821078879216155 -0.086184312735939336
leaf_weight=0.066901156924359384 0.11982280043594062 0.26958812127099907 0.90752215871521036 0.44050753725362302 1.1657768351217894 0.083911546267245285 0.13728230297014921
leaf_count=19 17 63 263 181 351 23 83
internal_value=0 -0.00814647 0.000182288 0.00625292 -0.00423332 0.0319597 -0.0561615
internal_weight=0 1.38129 1.17711 1.81002 1.2856 0.524419 0.204183
internal_count=1000 428 326 572 368 204 102
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=8
num_cat=0
split_feature=9 4 13 13 7 10 6
split_gain=0.0160272 0.0664196 0.0637362 0.0512673 0.0622965 0.0492592 0.0469207
threshold=0.12808340787887576 -1.803136885166168 0.20118774473667148 -0.049947589635848992 1.332841753959656 -2.7284787893295284 -4.5184216499328604
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.072663404027649689 -0.048554901311191306 0.018961234705746715 -0.025050951414253883 -0.002198907252643659 0.070250856576318646 -0.011806242899072453 0.1006365550185841
leaf_weight=0.17864465395086881 0.025853056020423537 0.79554945865930526 0.561100339249748 0.8265893426060702 0.13858104042520836 0.52059686856171083 0.1141869420109457
leaf_count=43 7 238 173 217 53 176 93
internal_value=0 0.00752634 0.00075812 -0.00673474 0.00820357 -0.0273542 0.073094
internal_weight=0 1.49669 1.35665 1.66441 0.96517 0.699242 0.14004
internal_count=1000 511 411 489 270 219 100
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=8
num_cat=0
split_feature=15 29 25 28 19 22 24
split_gain=0.0160195 0.0625211 0.0627876 0.0599449 0.0459606 0.0523991 0.0477292
threshold=-0.07102774083614348 -0.5831291377544402 -0.52195957303047169 -1.5466411709785459 0.19782204926013949 -0.64317423105239857 -1.174007713794708
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=0.023425673075426305 0.045333061511169712 -0.087223523599645303 -0.05205159983983431 0.020945008827130195 0.07107427264488711 -0.035776614186857833 -0.00061334095424562564
leaf_weight=0.19306339642798775 0.086003501742197841 0.053360270106622809 0.28759565536539344 1.2851695094024647 0.11753122389734472 0.66258810285885539 0.4427028482643891
leaf_count=66 37 22 113 389 24 191 158
internal_value=0 0.00653724 -0.0296334 0.0166329 -0.00784004 -0.0224186 0.014426
internal_weight=0 1.71213 0.373599 1.33853 1.41589 0.855651 0.560234
internal_count=1000 561 150 411 439 257 182
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=8
num_cat=0
split_feature=22 4 28 3 13 7 13
split_gain=0.0164143 0.0396027 0.0545454 0.0487371 0.0292561 0.0621349 0.0393489
threshold=0.63260453939437877 1.4679937958717348 -0.27788183093070978 -1.7815890312194822 1.3883623480796816 -1.6642212867736814 0.20118774473667148
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0030868986067863883 -0.06157188215743388 -0.096576387712252423 0.019579443190383388 0.032426633246860147 0.084885541279771645 -0.016583666207133089 -0.025239890097948615
leaf_weight=1.2299171047476005 0.060946127952774987 0.072218153275041885 0.091837823975936317 0.58092065359160461 0.10838923876872286 0.13615824541238897 0.81556411205866641
leaf_count=399 21 25 33 192 23 44 263
internal_value=0 0.0122944 -0.0315529 0.0235013 -0.00429927 0.0283899 -0.00820742
internal_weight=0 0.805923 0.164056 0.641867 2.29003 0.244547 2.04548
internal_count=1000 271 58 213 729 67 662
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=8
num_cat=0
split_feature=5 6 7 2 7 13 13
split_gain=0.0165265 0.0727062 0.0624919 0.053461 0.0530181 0.0811755 0.0621884
threshold=-0.15890216827392575 -0.96759614348411549 -0.37251955270767206 0.23355075716972354 0.18794661760330203 1.3032695651054385 1.2437387108802798
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0082587541315283872 -0.014278389889740921 0.017261818604520942 -0.02229585760031827 -0.098166468706176596 0.065202861841146056 -0.060446967754094999 0.081027196682005961
leaf_weight=0.12927178617744073 0.69352901872540662 1.0425687519095843 0.64731252514008031 0.13541816578180033 0.28216116308753669 0.062873281031897932 0.075965010684740264
leaf_count=46 223 263 202 77 144 22 23
internal_value=0 -0.00552392 0.00210917 -0.0542565 0.00973503 0.0423065 -0.00486975
internal_weight=0 1.95457 1.68988 0.26469 1.11453 0.345034 0.769494
internal_count=1000 588 465 123 412 166 246
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=6
num_cat=0
split_feature=10 6 5 7 6
split_gain=0.0161971 0.0354415 0.0278715 0.0601006 0.056695
threshold=-5.3222155570983878 -2.0294094085693355 0.45862978696823126 -2.499995112419128 -1.5258474349975584
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.013734519606312999 -0.061776233153202666 -0.076684667171781837 -0.038663724095968917 0.037540162354100189 0.00099830809643260436
leaf_weight=0.090371389920164802 0.15446383753133908 0.083315919182496478 0.13249328806239191 0.47289445541174746 2.0982099853019633
leaf_count=34 100 30 45 206 585
internal_value=0 -0.0296386 0.00181323 0.0208624 -0.00330609
internal_weight=0 0.173687 2.85806 0.605388 2.25267
internal_count=1000 64 936 251 685
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=8
num_cat=0
split_feature=9 6 7 11 4 9 4
split_gain=0.0168809 0.044974 0.0553588 0.0320675 0.0601096 0.0597958 0.0279408
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 0.95515820384025585 -2.1853830814361568 -1.7243103981018064 -0.16142201423645017
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.017394007646819781 0.01144508908687728 0.052703734279013086 -0.0055282258573215075 0.043542377627873892 -0.031902222070839335 -0.0076505213851403471 -0.078101682815228113
leaf_weight=0.36314280834960788 0.062311703615705483 0.32643634520422893 0.32657933486882473 0.32741167853305342 0.77575204488691474 0.75272079672168934 0.07904943783144347
leaf_count=144 38 114 102 96 259 178 69
internal_value=0 0.0125108 0.0235814 -0.00447679 -0.0161839 0.00786716 -0.0386296
internal_weight=0 0.794377 0.653016 2.21903 1.13889 1.08013 0.141361
internal_count=1000 323 216 677 403 274 107
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=5
num_cat=0
split_feature=19 19 9 19
split_gain=0.0200919 0.0219398 0.0277446 0.0276286
threshold=2.1676498651504521 1.3722550272941592 -0.37272256612777704 1.1064935922622683
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0009928994457794819 0.05915074447469483 -0.067633612005044905 0.0097607637527059605 0.048484820466131062
leaf_weight=2.6227660219430589 0.056347401175116718 0.10696536344494234 0.081695493848655931 0.11793466626761517
leaf_count=859 15 37 37 52
internal_value=0 -0.00113443 -0.0341197 0.00113617
internal_weight=0 2.92936 0.188661 2.7407
internal_count=1000 985 74 911
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=7
num_cat=0
split_feature=0 4 28 9 20 18
split_gain=0.0156881 0.0322567 0.0373544 0.0286244 0.0619844 0.0314634
threshold=-1.608339190483093 -0.97413113713264454 -0.014420712832361458 1.555183529853821 0.19620216637849811 -0.65785545110702504
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.070496953740683585 -0.023124579274772964 -0.0817933441473888 0.0034844194552774051 -0.00098253138586275194 0.079112305263590241 0.0042496098760680945
leaf_weight=0.030926826944778441 0.55213867082244505 0.10247349541896256 0.10298917109969385 0.290559341158655 0.14475892705490878 1.7528302745375295
leaf_count=22 171 72 58 98 65 514
internal_value=0 -0.0247158 -0.0390474 0.00213394 0.0256519 -0.00230768
internal_weight=0 0.236389 0.205463 2.74029 0.435318 2.30497
internal_count=1000 152 130 848 163 685
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=7
num_cat=0
split_feature=30 21 13 31 12 27
split_gain=0.0153028 0.0427594 0.0377023 0.0271934 0.0616572 0.0535134
threshold=-0.75394436717033375 1.3575386404991152 -0.94680064916610707 -0.14971926808357236 0.32925777137279516 1.1217549443244936
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.053396556040242286 0.029560797038996302 -0.09297083495651956 -0.01836035726071672 -0.01388465113103368 -0.023195394842808296 0.048187653245978984
leaf_weight=0.089883572552793112 0.80043263931855857 0.062452695163074168 0.39500236891024831 1.1451524209789163 0.30630734114453162 0.15805852022265288
leaf_count=36 235 18 162 384 99 66
internal_value=0 -0.0150897 -0.00505874 0.00343282 0.0149597 -0.00635628
internal_weight=0 0.547339 0.484886 2.40995 1.10674 1.30321
internal_count=1000 216 198 784 334 450
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=8
num_cat=0
split_feature=31 17 12 24 16 17 25
split_gain=0.0158857 0.027318 0.0257994 0.0253687 0.054316 0.0516653 0.020327
threshold=1.3691098093986513 -0.36764360964298243 0.53920793533325206 -0.40476341545581812 -1.6970821619033811 0.12716285139322284 -0.42061229050159449
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.0038695839046817022 -0.062417085062367456 0.092139897064655668 0.035503678294269397 -0.08253678372260416 0.00858854375846883 -0.043476583210384785 0.021170607263785331
leaf_weight=0.5650196694576558 0.057902574690558595 0.063554194803145947 0.050263519869304218 0.068144696426316265 1.6304581528829083 0.3892630837473412 0.11057749004567075
leaf_count=181 27 22 14 27 552 143 34
internal_value=0 0.0225553 -0.0169145 -0.00239687 0.00493277 -0.0154435 0.0470728
internal_weight=0 0.282298 0.108166 2.65289 1.6986 0.954283 0.174132
internal_count=1000 97 41 903 579 324 56
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=7
num_cat=1
split_feature=8 7 24 9 25 6
split_gain=0.015635 0.0356359 0.0458064 0.0380589 0.0302825 0.0346169
threshold=0 -0.24360075592994687 1.6863377690315249 -1.1080552935600279 -2.033527016639709 1.8600274920463564
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.0062901069664992003 0.10080235269586285 0.10029908845453483 0.08148105232164192 0.017097757448745778 -0.0043904820337119042 -0.066521326196194011
leaf_weight=0.89924175707658094 0.025999765261076502 0.076508899094420713 0.063669645111076534 0.19537285630889301 1.5587564521827912 0.095149549235372777
leaf_count=282 7 70 15 136 428 62
internal_value=0 0.0085405 -0.000486501 0.040511 -0.0062815 -0.00796488
internal_weight=0 1.23479 0.962911 0.271882 1.67991 1.65391
internal_count=1000 503 297 206 497 490
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=5
num_cat=0
split_feature=19 6 0 29
split_gain=0.0167726 0.017492 0.065941 0.0293467
threshold=2.1676498651504521 2.090929508209229 0.44619986414909368 -1.5666655302047727
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.053978798614993218 0.055181579679985805 -0.089959729439048133 0.011730442902307753 -0.00063922129734214194
leaf_weight=0.10246858039332218 0.054085102899989468 0.09970919714437787 0.17690161981931851 2.4627664657860322
leaf_count=52 15 64 85 784
internal_value=0 -0.00103376 -0.0249256 0.0015425
internal_weight=0 2.84185 0.276611 2.56524
internal_count=1000 985 149 836
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=8
num_cat=0
split_feature=11 21 5 7 6 6 11
split_gain=0.0156813 0.0293779 0.024258 0.0779949 0.0399329 0.0221327 0.00530467
threshold=-5.2096197605133048 -0.10615760460495947 0.45862978696823126 -2.499995112419128 -1.8197036385536192 0.35712581872940069 -5.9978067874908438
decision_type=2 2 2 2 2 2 2
left_child=1 6 4 -4 -2 -3 -1
right_child=2 5 3 -5 -6 -7 -8
leaf_value=-0.047688753571179368 -0.063394147131857412 -0.027379057818913439 -0.047785142335798808 0.038455447699217653 -0.00018365218637213091 0.087551011495909409 -0.10063230302215241
leaf_weight=0.03641677048233305 0.10513982095544427 0.046895409068156702 0.13472542643143015 0.47319508741724536 2.0219722896948724 0.026071220911035198 0.039400037258957354
leaf_count=27 83 38 50 187 584 16 15
internal_value=0 -0.0316095 0.00172666 0.0193431 -0.00330805 0.0136858 -0.0752021
internal_weight=0 0.148783 2.73503 0.607921 2.12711 0.0729666 0.0758168
internal_count=1000 96 904 237 667 54 42
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=6
num_cat=0
split_feature=3 20 10 0 4
split_gain=0.0153465 0.0280477 0.0275985 0.0268342 0.0199126
threshold=-2.0779349803924556 0.50320798158645641 -8.2502570152282697 3.7561185359954838 -1.7280503511428831
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.01886355285348745 -0.10048322197105658 0.026004311963071666 0.00077393276544629409 0.051606738557158749 -0.082421772602078808
leaf_weight=0.025190243753968389 0.026106713630725475 0.059650409151458916 2.5599550369294946 0.10823963413076843 0.084596974141654235
leaf_count=11 8 30 857 27 67
internal_value=0 -0.0291924 0.00183492 0.00283605 -0.0591823
internal_weight=0 0.169438 2.6943 2.66819 0.109787
internal_count=1000 108 892 884 78
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=8
num_cat=0
split_feature=9 4 27 11 13 6 22
split_gain=0.0157745 0.0567501 0.0548384 0.0474584 0.0533389 0.0436183 0.0402781
threshold=0.12808340787887576 -1.3023312687873838 -1.1444159746170042 2.6943253278732304 -0.43062326312065119 -2.2170965671539302 0.074298072606325163
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.054091519202971922 0.09715089171300538 0.054039476083288435 -0.0094497963641806508 -0.037820322029002595 0.039626733875621233 -0.0244488335708162 0.0059241189695831116
leaf_weight=0.076238556911817912 0.11128894554514079 0.1579197655421466 0.98216784609552465 0.11987540236441419 0.34445125238289609 0.97515316083655568 0.085641994919797071
leaf_count=37 70 46 338 28 95 329 57
internal_value=0 0.00790699 -0.00065555 -0.00699454 0.0196322 -0.0187537 0.0574779
internal_weight=0 1.33702 1.14009 1.51572 0.464327 1.05139 0.196931
internal_count=1000 511 384 489 123 366 127
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=8
num_cat=1
split_feature=8 15 11 14 9 5 11
split_gain=0.0157773 0.0347018 0.0531526 0.0395325 0.0298553 0.0399825 0.0376498
threshold=0 -0.94553837180137623 3.1882516145706181 1.4200065732002261 1.3687919378280642 -1.2619942426681516 3.7105647325515752
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.010878309823476099 -0.020250557065134314 0.024284442849215285 -0.086152578813254777 -0.042166937967301109 -0.034382977715005543 0.055105042494171343 0.020396024589790934
leaf_weight=0.15233267196265388 1.1097767482353615 0.85376870045762132 0.089697678716220253 0.10001270884797009 0.072921522186462084 0.15833708536115421 0.28677014559525549
leaf_count=74 310 373 20 36 67 56 64
internal_value=0 0.00873507 -0.0250818 0.0173164 -0.00639309 0.0268873 -0.0119041
internal_weight=0 1.19581 0.24203 0.953781 1.62781 0.231259 1.39655
internal_count=1000 503 94 409 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=7
num_cat=0
split_feature=0 30 18 9 6 13
split_gain=0.0147103 0.0310087 0.0305359 0.021742 0.050915 0.0384277
threshold=-1.608339190483093 -1.0374191403388975 0.21781289577484134 0.31265056133270269 -2.2170965671539302 -0.049947589635848992
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.071249482852080798 -0.024230602427503627 -0.010680592612337935 -0.095382335441732857 -0.053132672024537558 0.020675754489520158 0.0078161931264827348
leaf_weight=0.029044149269935815 0.63731247775388089 0.12406646284408784 0.064788914265790254 0.10384280105870403 0.93491332642103919 0.90624656756337163
leaf_count=18 217 73 61 61 300 270
internal_value=0 -0.0249447 -0.0397385 0.00211187 0.0132972 -0.00541545
internal_weight=0 0.2179 0.188855 2.58232 1.03876 1.54356
internal_count=1000 152 134 848 361 487
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=6
num_cat=0
split_feature=5 30 26 3 2
split_gain=0.0146852 0.0164965 0.0365327 0.0297223 0.0114954
threshold=-3.7824122905731197 1.2294318079948428 0.18188352137804034 -2.0779349803924556 2.8269519805908208
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.077486397405292257 -0.042927803896947107 0.006708244124663915 -0.066564533555229496 0.006515947133393288 0.0017970991560422177
leaf_weight=0.042934824934889426 0.12838976666423896 0.17713612629216857 0.11048755881802208 2.2919376295531748 0.031856570153593111
leaf_count=29 93 60 44 755 19
internal_value=0 0.00120252 -0.0214387 0.00389313 -0.0437165
internal_weight=0 2.70795 0.287624 2.42033 0.0747914
internal_count=1000 952 104 848 48
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=7
num_cat=0
split_feature=31 14 12 31 27 13
split_gain=0.014576 0.0284409 0.039712 0.0265362 0.0599454 0.0333766
threshold=1.3691098093986513 0.81121668219566356 0.49494431912899023 -0.1249653398990631 1.0865690112113955 -1.0231109261512754
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.014069752861987112 -0.051840600455743659 0.069739661417702326 0.042879768408682239 0.026121850243748121 -0.054996002927965443 -0.021014918891471852
leaf_weight=1.2297332882131407 0.081494678794484687 0.085551331017086341 0.09688235743851692 0.17805469185407219 0.13997389359474244 0.96086571473938043
leaf_count=401 44 28 25 68 55 379
internal_value=0 0.0223389 -0.000394894 -0.00236678 0.00701175 -0.0136457
internal_weight=0 0.263928 0.178377 2.50863 1.36971 1.13892
internal_count=1000 97 69 903 456 447
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=7
num_cat=0
split_feature=22 4 9 28 12 5
split_gain=0.015013 0.0350229 0.0528391 0.0439551 0.0285951 0.0302774
threshold=0.63260453939437877 1.4679937958717348 -2.3239196538925166 -0.27788183093070978 1.8228551745414736 -0.18700882792472837
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0170273625311416 -0.058250218832542444 -0.096212869460760103 0.034768540284952569 0.016094022013731751 0.049737258586168079 0.0085095006151776117
leaf_weight=1.1799026921880513 0.069499816722782271 0.060889414652823604 0.50336283110954116 0.081488992824972684 0.093152063741257396 0.76550291392790404
leaf_count=386 29 25 184 33 28 315
internal_value=0 0.0124517 0.0234835 -0.031935 -0.00438715 -0.00697879
internal_weight=0 0.715241 0.572863 0.142378 2.03856 1.94541
internal_count=1000 271 213 58 729 701
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=8
num_cat=0
split_feature=11 4 5 9 5 7 7
split_gain=0.0142934 0.0440708 0.0546262 0.0481616 0.038726 0.0539238 0.0370018
threshold=-1.102678596973419 -2.1853830814361568 2.2616981267929082 -2.432652354240417 -0.15890216827392575 0.26619952917099005 -0.50514426827430714
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.053318797371263361 0.0093332997441726365 -0.043257174744398226 0.049106505192960268 0.044215455765732797 0.01015237538786222 0.088222595167211718 -0.022974884636855299
leaf_weight=0.066836278794653481 0.89473855490717824 0.42289587314558508 0.075457512655020764 0.2087606811875844 0.36179099007203386 0.11711145503349485 0.58707784844550304
leaf_count=28 258 194 45 121 99 56 199
internal_value=0 -0.0115266 -0.0292721 0.020562 0.00452269 0.0292438 -0.00346681
internal_weight=0 0.77395 0.498353 0.275597 1.96072 0.478902 1.48182
internal_count=1000 388 239 149 612 155 457
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=7
num_cat=1
split_feature=8 4 11 24 3 3
split_gain=0.0141319 0.035886 0.0408181 0.0390849 0.0273469 0.0451471
threshold=0 0.45788866281509405 1.0588229894638064 -0.54058271646499623 3.0217821598052983 2.6838690042495732
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=0.010795986719082442 -0.0066681166040821072 -0.042868954809491683 0.07250366425407917 0.011013123389850539 -0.061626493116397354 0.081645098307736474
leaf_weight=0.43571571207228033 1.4123169774572017 0.21637027851511093 0.14217216396204435 0.35632482742192906 0.084255799135562026 0.060360659120305971
leaf_count=236 445 61 89 117 35 17
internal_value=0 0.00839632 0.0259773 -0.0093441 -0.00621846 -0.00304842
internal_weight=0 1.15058 0.577888 0.572695 1.55693 1.47268
internal_count=1000 503 325 178 497 462
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=5
num_cat=0
split_feature=20 15 29 21
split_gain=0.0143108 0.0155428 0.050777 0.0442966
threshold=1.9680437445640566 -0.025607700459659096 -0.56919121742248524 -1.7919425368309019
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.065256134958700668 0.050515634102884482 -0.029672932661516424 0.015921664674151809 -0.01437977334030671
leaf_weight=0.074464677146039437 0.054938791934546205 0.3123473444466075 1.1203892253914767 1.1265486735936949
leaf_count=21 18 150 392 419
internal_value=0 -0.00105175 0.0059817 -0.00944222
internal_weight=0 2.63375 1.43274 1.20101
internal_count=1000 982 542 440
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.0140731 0.0329997 0.0249869
threshold=-2.0173729658126827 -1.7747542858123777 -0.63477313518524159
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.048705473949052974 -0.074186580114978057 -0.015678506352877437 0.0066301035176137314
leaf_weight=0.058050971946642327 0.060312612322832915 0.68597886213540449 1.8727580433676807
leaf_count=24 20 287 669
internal_value=0 -0.00107403 0.000649327
internal_weight=0 2.61905 2.55874
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=7
num_cat=0
split_feature=31 27 17 31 27 13
split_gain=0.0136325 0.02615 0.0341761 0.0227382 0.048623 0.028068
threshold=1.3691098093986513 1.0498425364494326 -0.36764360964298243 -0.1249653398990631 1.0865690112113955 -1.0231109261512754
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.012960006850503098 -0.047385729573186881 0.08728388173837294 0.0378980784115285 0.024251190589126753 -0.051047705603941222 -0.019767914663996303
leaf_weight=1.1868208072577533 0.074823313417425652 0.049535131216543959 0.12630850115033343 0.17159781967541221 0.13186641375340014 0.92941324830928629
leaf_count=401 36 19 42 68 55 379
internal_value=0 0.0222004 0.00617154 -0.00229838 0.00655935 -0.0129073
internal_weight=0 0.250667 0.201132 2.4197 1.31869 1.10101
internal_count=1000 97 78 903 456 447
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=5
num_cat=0
split_feature=5 11 11 29
split_gain=0.0131181 0.0165949 0.0189046 0.00915439
threshold=-3.7824122905731197 7.5153470039367685 6.3956449031829843 -0.21924977004528043
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.0059506484137390077 0.001616547006171613 0.054996211953435251 -0.045242336210888912 -0.078600886923701277
leaf_weight=0.034100766996161269 2.4396263399856979 0.056006228776368405 0.089245774344817508 0.035296816323409863
leaf_count=19 907 17 28 29
internal_value=0 0.00115526 -3.71378e-05 -0.0429018
internal_weight=0 2.58488 2.52887 0.0693976
internal_count=1000 952 935 48
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=8
num_cat=1
split_feature=8 7 24 2 31 12 12
split_gain=0.0128218 0.0324879 0.0403171 0.0366089 0.0249628 0.0475889 0.0282032
threshold=0 -0.24360075592994687 1.6863377690315249 3.4516642093658452 1.3691098093986513 0.079420387744903578 0.2954146564006806
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0065103969959749725 0.0072521514193221214 0.058143926852790941 0.08093500921566224 -0.042735469677813859 -0.024449508845471337 -0.03011250731127596 0.06389173916666048
leaf_weight=0.82153452586723397 0.72569493180890254 0.20237475351346745 0.056340697497944348 0.043750392690654394 0.056681546090033064 0.64279183850887733 0.099712953946436755
leaf_count=282 252 190 15 16 32 195 18
internal_value=0 0.00810372 -0.000898284 0.0402119 -0.00597307 -0.0102984 0.0318745
internal_weight=0 1.124 0.877875 0.246125 1.52488 1.36849 0.156395
internal_count=1000 503 297 206 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=5
num_cat=0
split_feature=20 0 30 10
split_gain=0.0132784 0.0160058 0.0422845 0.0405758
threshold=1.9680437445640566 0.38903948664665228 0.5824035406112672 1.8647432923316958
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0013036432646358915 0.049033665504101806 -0.00074349757840909273 -0.044617232232922369 0.047985470488795486
leaf_weight=0.77806177562703627 0.054120317076012614 1.3296402074686566 0.27014253880543038 0.1960798192715173
leaf_count=333 18 402 137 110
internal_value=0 -0.00101724 -0.0105311 0.00551897
internal_weight=0 2.57392 1.0482 1.52572
internal_count=1000 982 470 512
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=5
num_cat=0
split_feature=10 29 20 29
split_gain=0.0127639 0.0187499 0.0183661 0.0181134
threshold=-6.1436679363250724 -2.0384702682495113 -0.10329374670982359 -0.88508096337318409
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=-0.083009041557211768 0.063897393607151451 -0.022116206404719646 0.0051423028046146202 0.0034609100716979286
leaf_weight=0.044298754495684989 0.047059763526704823 0.3176399083978162 0.050669247293626873 2.157925983096761
leaf_count=17 19 148 27 789
internal_value=0 0.00136778 -0.0359768 0.00017911
internal_weight=0 2.52263 0.094968 2.47557
internal_count=1000 956 44 937
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=7
num_cat=0
split_feature=11 21 11 11 6 11
split_gain=0.0122844 0.0254803 0.0226412 0.0209796 0.0178159 0.00486625
threshold=-5.2096197605133048 -0.10615760460495947 -4.3944449424743643 -4.0410583019256583 0.35712581872940069 -5.9978067874908438
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.046420494247930384 0.060000499340431716 -0.024046124091565122 -0.069471811581518286 0.0012692422922509104 0.086185615088253162 -0.10049288642896606
leaf_weight=0.033613827891855408 0.064615590969766212 0.041198114131475783 0.042676983994170636 2.3733976813545885 0.022763367215702601 0.032966279329770032
leaf_count=27 36 38 20 848 16 15
internal_value=0 -0.0298911 0.00158203 1.96887e-05 0.0151844 -0.0731937
internal_weight=0 0.130542 2.48069 2.41607 0.0639615 0.0665801
internal_count=1000 96 904 868 54 42
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=7
num_cat=0
split_feature=4 9 9 5 25 5
split_gain=0.0121763 0.067288 0.0413636 0.0362191 0.0328135 0.0334175
threshold=-1.6112870573997495 -0.89385390281677235 -3.0424852371215816 1.5062254071235659 -1.7371324896812437 1.4048260450363161
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.086188967966299962 0.067960547384930861 0.073955030097485483 0.00099346912340201785 -0.024533440199636755 -0.011708973853258172 0.028072038911902283
leaf_weight=0.063261263379445154 0.061163721677246596 0.1901463775532054 0.38940088804156403 0.046463495661214438 1.608023222653322 0.24308710627473407
leaf_count=27 22 132 132 29 552 106
internal_value=0 0.0113987 -0.0111906 0.0546147 -0.00410382 -0.00648495
internal_weight=0 0.689272 0.452662 0.23661 1.91227 1.85111
internal_count=1000 320 159 161 680 658
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=7
num_cat=0
split_feature=19 30 11 0 5 22
split_gain=0.0128361 0.0290367 0.0184038 0.0461744 0.041922 0.0153291
threshold=-1.3991433978080747 -0.17318577319383618 -1.102678596973419 1.4548506140708926 -0.15890216827392575 0.12464970350265504
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.036593116706370249 -0.027079657277362293 -0.081099449728943562 -0.0013208180262317725 0.033563407676989211 0.035189606136250405 -0.012674272079969063
leaf_weight=0.053919650256830209 0.5061919473402704 0.073116378390011838 1.3070415265348319 0.16697241769008997 0.41413854339960998 0.059289085556883947
leaf_count=29 281 30 417 77 141 25
internal_value=0 -0.025268 0.0019812 -0.0120377 0.00746407 -0.0504597
internal_weight=0 0.186325 2.39434 0.673164 1.72118 0.132405
internal_count=1000 84 916 358 558 55
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.0130573 0.0282164 0.0220915
threshold=-2.0173729658126827 -1.7747542858123777 -0.63477313518524159
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.047609003476004226 -0.072038420805898951 -0.015113964773203826 0.0062797028138513932
leaf_weight=0.056361230485436287 0.054786338656641287 0.66034604372522054 1.7939344743331973
leaf_count=24 20 287 669
internal_value=0 -0.00106087 0.000523546
internal_weight=0 2.50907 2.45428
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=8
num_cat=1
split_feature=8 4 10 21 6 11 9
split_gain=0.012301 0.0312271 0.0373064 0.0353415 0.0250625 0.0384661 0.0229796
threshold=0 0.45788866281509405 -3.8521424531936641 -0.81699246168136586 1.8600274920463564 3.7105647325515752 -1.8467977046966551
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.071105972311557145 -0.011029678721395104 -0.054916687378377994 0.032309331876640639 0.0052107909690728878 0.026176359444298143 0.030753660278594386 -0.091343138626715559
leaf_weight=0.037484610632645854 1.112524393778912 0.12729626329947763 0.50259314592865678 0.42123615764643318 0.022922654170542955 0.27473958585150615 0.060696569085507801
leaf_count=20 356 32 305 146 20 78 43
internal_value=0 0.0080629 0.0251317 -0.00874281 -0.0059595 -0.00275473 -0.0591274
internal_weight=0 1.08861 0.540078 0.548532 1.47088 1.38726 0.0836192
internal_count=1000 503 325 178 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=5
num_cat=0
split_feature=5 11 6 9
split_gain=0.0125132 0.0162753 0.0307587 0.0301457
threshold=-4.0636310577392569 4.6643924713134775 1.2833580970764162 -2.2834039926528926
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.051034883621083285 -0.033508000670940848 0.048657209916334841 -0.010550413495201428 0.0021956721916790655
leaf_weight=0.047163471032419912 0.27071092748894998 0.18699719733712061 0.16530980731295131 1.8703692349418666
leaf_count=36 109 56 53 746
internal_value=0 0.0009587 0.0208758 -0.00231858
internal_weight=0 2.49339 0.352307 2.14108
internal_count=1000 964 109 855
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=6
num_cat=0
split_feature=0 30 4 25 9
split_gain=0.0120789 0.0286936 0.0311107 0.0216385 0.0232386
threshold=-1.608339190483093 -1.0374191403388975 -1.6112870573997495 -2.5403696298599239 1.2183623313903811
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.070822105140420741 0.10104277087459775 0.08936077674273285 -0.054149934852312204 -0.0042563501692125059 0.019957817497141778
leaf_weight=0.027391748934576299 0.02184479316929433 0.016804862249045982 0.1493957161617917 1.809267803831055 0.50752088180945509
leaf_count=18 3 12 122 638 207
internal_value=0 -0.0240099 -0.0396393 0.00198209 0.00104806
internal_weight=0 0.193592 0.166201 2.33863 2.31679
internal_count=1000 152 134 848 845
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=6
num_cat=0
split_feature=18 6 18 31 24
split_gain=0.012428 0.0403533 0.022224 0.0371935 0.0216702
threshold=-1.6409752964973447 -0.59109562635421742 -0.79747301340103138 -0.97960603237152089 -1.4793840646743772
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.042755914724337096 -0.091697416390617625 0.068983452010645957 0.038327347343560386 -0.0089632691966872458 -0.00068215988163102047
leaf_weight=0.050398104502164642 0.067593475603246134 0.090099144706300982 0.15406081884394573 0.2770637493246032 1.8820197673487076
leaf_count=21 28 31 63 136 721
internal_value=0 0.0289012 -0.00170562 -0.0251889 0.00226951
internal_weight=0 0.140497 2.38074 0.344657 2.03608
internal_count=1000 52 948 164 784
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=7
num_cat=0
split_feature=30 21 13 17 30 31
split_gain=0.0124986 0.0330724 0.0313481 0.0220241 0.0341837 0.0250443
threshold=-0.75394436717033375 1.3575386404991152 -1.1225419640541074 1.4510143995285036 0.10977993905544282 -0.14971926808357236
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.053716364962545227 0.018751157930874413 -0.092301306905455641 -0.018268911339787763 0.037691110789969728 -0.064641889137978956 -0.0043461145407226193
leaf_weight=0.073380501094135298 0.87293463373701063 0.049209811033762207 0.34453045618176892 0.047183840899378882 0.10592150011575541 1.0156415873683782
leaf_count=30 312 18 168 17 38 417
internal_value=0 -0.0147598 -0.0056291 0.00337265 -0.033105 0.00632987
internal_weight=0 0.467121 0.417911 2.04168 0.153105 1.88858
internal_count=1000 216 198 784 55 729
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=6
num_cat=0
split_feature=4 9 14 2 5
split_gain=0.0122907 0.0562638 0.0398706 0.0286913 0.0335157
threshold=-1.6112870573997495 -3.0424852371215816 -0.88285130262374867 -2.481732845306396 2.0177078247070317
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.083048893051711925 0.060507566544650254 0.077144818356128284 0.0089733129253915765 -0.010122537331927559 0.047089731476541802
leaf_weight=0.057113611948807375 0.066072428773623293 0.10388818400289779 0.49252148147913066 1.6653722969457416 0.10910080890713647
leaf_count=27 19 42 251 596 65
internal_value=0 0.0117682 0.0208481 -0.0041957 -0.00660493
internal_weight=0 0.653523 0.59641 1.84055 1.77447
internal_count=1000 320 293 680 661
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=7
num_cat=0
split_feature=25 18 19 12 6 15
split_gain=0.011964 0.0316524 0.0365662 0.0297117 0.0652446 0.0319436
threshold=0.10375598073005678 -1.5012420415878294 0.15210568904876712 -0.05293398164212703 -2.0841283798217769 0.72270315885543834
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.052613417441073729 0.010078082069848386 -0.023028060138834308 0.011640046198664586 0.089637846065383497 -0.022981639563045095 0.064820445255617851
leaf_weight=0.085905526437272672 0.44873120326971616 0.81343732883684461 0.48602613458176336 0.058147267748800857 0.44609557935982003 0.13980539857571728
leaf_count=34 180 288 215 40 186 57
internal_value=0 -0.00617506 -0.0100615 0.00781931 -0.00999481 0.023082
internal_weight=0 1.38537 1.29946 1.09278 0.504243 0.588537
internal_count=1000 537 503 463 226 237
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=5
num_cat=0
split_feature=15 18 31 18
split_gain=0.0129786 0.0134611 0.0348518 0.0198322
threshold=-2.5938820838928218 -1.6409752964973447 -0.1385553181171417 -0.79747301340103138
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.081216850033829141 0.08164881775172303 -0.023768705175849045 -0.026200670681467364 0.0027266530724578547
leaf_weight=0.01951439133335986 0.066651866684708239 0.32927504068220081 0.054433850949863749 1.9890610149268242
leaf_count=8 26 163 23 780
internal_value=0 0.000661173 0.0331653 -0.0010365
internal_weight=0 2.43942 0.121086 2.31834
internal_count=1000 992 49 943
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=8
num_cat=1
split_feature=8 7 19 10 9 5 11
split_gain=0.0119156 0.0275363 0.0367657 0.0354587 0.02415 0.0331535 0.0322933
threshold=0 -0.24360075592994687 0.93067857623100292 -3.6609367132186885 1.3687919378280642 -1.2619942426681516 1.5078364014625552
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.063200419605368277 -0.026662876557951434 0.06095942312497752 -0.034633574255532776 0.0064495995247564001 -0.034787655593061559 0.052204285778025307 0.0062656699708367597
leaf_weight=0.081118231995787937 0.64450039669637227 0.17455537066015836 0.052285174112682853 0.73889092597114292 0.063116912340440479 0.14321845093665797 0.55369777539226561
leaf_count=25 239 166 40 272 67 56 135
internal_value=0 0.00808981 0.0389259 -0.000440429 -0.00600485 0.0255939 -0.0114463
internal_weight=0 1.04685 0.226841 0.820009 1.40453 0.206335 1.1982
internal_count=1000 503 206 297 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=7
num_cat=0
split_feature=13 7 25 17 2 13
split_gain=0.0118972 0.0384571 0.0403327 0.0213542 0.054669 0.0340778
threshold=1.3883623480796816 -1.6642212867736814 0.57053279876708995 -1.4139283299446104 0.45218512415885931 1.2606914639472964
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.084529335814379505 0.068419411022980089 -0.050934604887443072 0.054877141176672917 -0.003716789920220777 -0.013326554503406023 -0.088640582577455579
leaf_weight=0.095320151113356455 0.10094007775114733 0.095591467429130605 0.057809373517102358 1.8919833259989554 0.14234946784745262 0.048461519765169103
leaf_count=32 34 43 19 800 50 22
internal_value=0 0.0204834 -0.0110593 -0.00237244 0.0259197 -0.00583771
internal_weight=0 0.254341 0.153401 2.17811 0.23767 1.94044
internal_count=1000 96 62 904 82 822
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=8
num_cat=0
split_feature=0 15 14 9 3 7 4
split_gain=0.0123702 0.0244742 0.0290912 0.017054 0.0568432 0.0276091 0.000959856
threshold=-1.608339190483093 0.47169506549835211 -0.22910016030073163 1.2183623313903811 1.0971081256866457 0.88489025831222545 0.94262233376503002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.053334544460756077 -0.0085770128456097213 -0.070294118065658204 -0.041187661427767946 0.050766408120652563 -0.017569805778782355 0.023750622598324 -0.1003478436790354
leaf_weight=0.053716116053763585 1.4191641514877633 0.017137394768724334 0.082675793538222186 0.25844034519610648 0.23009991686126341 0.32460996894094751 0.027973406189119032
leaf_count=36 472 22 68 105 103 168 26
internal_value=0 -0.0250797 -0.00396136 0.00206726 0.0185804 -0.0025591 -0.0889306
internal_weight=0 0.181503 0.136392 2.23231 0.48854 1.74377 0.0451108
internal_count=1000 152 104 848 208 640 48
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=6
num_cat=0
split_feature=3 2 0 15 17
split_gain=0.0125085 0.0153165 0.0449847 0.0272377 0.00849847
threshold=-2.7369303703308101 1.8555500507354739 -0.17902013659477231 0.56692674756050121 -0.023588002659380432
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.00089169425234417394 -0.012211113001106826 -0.030060465737582899 0.027523981799150318 0.016918599459619026 -0.088106064188217134
leaf_weight=0.01791797626810876 1.1903397301053362 0.18088229419916502 0.54263391695569385 0.43951838577534363 0.026744844188869243
leaf_count=20 473 101 198 176 32
internal_value=0 0.00101926 0.0131276 -0.0043558 -0.0524017
internal_weight=0 2.35337 0.723516 1.62986 0.0446628
internal_count=1000 948 299 649 52
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=7
num_cat=0
split_feature=31 24 29 7 14 12
split_gain=0.011976 0.0223038 0.0421338 0.0408025 0.0221581 0.029696
threshold=1.3691098093986513 -0.40476341545581812 0.51327875256538402 0.26619952917099005 0.81121668219566356 0.18951624631881717
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.033618181668694 -0.054497229392223581 -0.005928222287185105 0.014633433952476195 0.031396802544115053 0.0679039422217909 0.036501686741587928
leaf_weight=0.49034484585286797 0.059571117130289397 0.96973631683371742 0.28682981231076532 0.41960627281191876 0.071659981710809006 0.090101696061992698
leaf_count=227 38 381 97 198 28 31
internal_value=0 -0.00224402 -0.0158101 0.0053446 0.0221766 0.000283305
internal_weight=0 2.16652 0.777175 1.38934 0.221333 0.149673
internal_count=1000 903 324 579 97 69
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=5
num_cat=0
split_feature=29 30 4 30
split_gain=0.0123105 0.014662 0.0309682 0.0261103
threshold=-2.0384702682495113 -1.2146136760711668 1.4679937958717348 -1.1328976750373838
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.050783551800726558 -1.1772160892714894e-05 0.073645335862641895 -0.089911481367805829 -0.00040684589776986607
leaf_weight=0.046828964786073235 0.11995222915622683 0.048718568295044729 0.056303394099131765 2.1003114696862033
leaf_count=20 65 20 23 872
internal_value=0 -0.00100217 -0.0287295 0.00127192
internal_weight=0 2.32529 0.176256 2.14903
internal_count=1000 980 88 892
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=8
num_cat=1
split_feature=8 9 13 7 5 2 11
split_gain=0.0124965 0.0267679 0.0552319 0.0505176 0.0228579 0.0531594 0.0424515
threshold=0 -1.1080552935600279 0.18501289933919909 -1.6642212867736814 -2.1253163814544673 3.3849450349807744 4.6643924713134775
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.014461009092835143 -0.051497594348943 0.019819722644944443 -0.036267809620824785 0.07557424122351665 -0.0057313827969375326 0.062418817244233885 0.064632989571917196
leaf_weight=0.10999810830981005 0.23353619593435593 0.47270672164103367 0.27931706130169687 0.14377080914656659 0.98129691423038401 0.049678546918585198 0.093949558019630786
leaf_count=25 114 235 149 94 340 14 29
internal_value=0 0.00846435 -0.00101234 0.0365478 -0.00624061 -0.0315156 0.000416698
internal_weight=0 1.00579 0.752024 0.253769 1.35846 0.283215 1.07525
internal_count=1000 503 384 119 497 128 369
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=8
num_cat=0
split_feature=22 26 15 13 22 28 22
split_gain=0.0117463 0.0312417 0.0424602 0.039822 0.0311468 0.0609491 0.0414252
threshold=0.26117700338363653 0.82534942030906688 0.56692674756050121 -1.1225419640541074 -0.34518295526504511 -0.78283828496932972 -0.39222112298011774
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.00038430046820863816 0.0028581301139380603 0.086038120489029674 0.055021045426873021 -0.043961987418919379 0.04501759251448284 -0.040074778309142467 0.089542734247840192
leaf_weight=0.75826276104876211 0.55003676563968174 0.027221348282182589 0.2178543691633692 0.17534410279859003 0.10346665614770245 0.45147234150900328 0.055957964089884626
leaf_count=344 229 8 90 80 46 187 16
internal_value=0 0.00844165 0.017657 -0.0264922 -0.00594 -0.0242096 0.00651178
internal_weight=0 0.970457 0.767891 0.202565 1.36916 0.554939 0.814221
internal_count=1000 407 319 88 593 233 360
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.0112424 0.024811 0.020212
threshold=-2.0173729658126827 -1.7747542858123777 -0.84586244821548451
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.047291285079283402 -0.073293775601093569 -0.016911309329068862 0.0057448741747496788
leaf_weight=0.04927210577523089 0.046488806852495013 0.51173280348024897 1.7080816853130885
leaf_count=24 20 251 705
internal_value=0 -0.000992232 0.000521955
internal_weight=0 2.2663 2.21981
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=8
num_cat=1
split_feature=8 4 3 26 31 12 24
split_gain=0.0106771 0.0249212 0.0365824 0.0319784 0.0220502 0.0322095 0.0205456
threshold=0 0.45788866281509405 -0.94009315967559803 -0.43240021169185633 1.3691098093986513 0.48133440315723425 -0.13472241908311841
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0077822563601995841 0.00087563002692618824 0.021637317091433496 0.047743228914994801 -0.029828672034554672 0.072205836376760091 -0.034592690243044504 -0.0048748870659583053
leaf_weight=0.2069364753097036 0.82107873996093184 0.21062850202054051 0.27813578087084756 0.28286625703043633 0.066222757173818536 0.37205515262127165 0.072370746357535043
leaf_count=73 315 69 252 109 27 132 23
internal_value=0 0.00795917 0.0240555 -0.00786247 -0.0057989 -0.0101845 0.0319558
internal_weight=0 0.978567 0.485072 0.493495 1.33173 1.19313 0.138594
internal_count=1000 503 325 178 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=5
num_cat=0
split_feature=18 13 7 17
split_gain=0.0106858 0.0137005 0.0293622 0.0190233
threshold=1.7860749363899233 1.3883623480796816 -1.5511026382446287 -1.4139283299446104
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.026544747632144924 -0.043705473615314822 0.06687579418598992 -0.0062263841283379225 -0.0048866255287503121
leaf_weight=0.21565556222407267 0.054529204599020775 0.094715421695127588 0.13085417371257779 1.7977413688505326
leaf_count=78 38 34 59 791
internal_value=0 0.0010983 0.0244688 -0.00152
internal_weight=0 2.23897 0.22557 2.0134
internal_count=1000 962 93 869
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=7
num_cat=1
split_feature=0 30 18 10 3 1
split_gain=0.010688 0.0228262 0.0245628 0.0170242 0.0541778 0.0475042
threshold=-1.608339190483093 -1.0374191403388975 0.21781289577484134 1.8433723449707033 -0.27606296539306635 0
decision_type=2 2 2 2 2 1
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.069307342912883305 -0.019479359423211082 -0.0091919519733994325 -0.095327503210328859 -0.04149911925604164 0.040755291074756797 0.01402494447006254
leaf_weight=0.022698431194584145 0.83549096016407987 0.097621440459159436 0.050095385168930306 0.10725236175494501 0.31602347211485682 0.85753910770881725
leaf_count=18 318 73 61 53 183 294
internal_value=0 -0.0240567 -0.0384032 0.00197555 0.0199131 -0.00250905
internal_weight=0 0.170415 0.147717 2.11631 0.423276 1.69303
internal_count=1000 152 134 848 236 612
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=7
num_cat=0
split_feature=30 31 31 19 10 5
split_gain=0.0115302 0.0280498 0.0270696 0.0186232 0.0184872 0.022258
threshold=-0.75394436717033375 0.61904841661453258 -1.2907721400260923 -0.21885812282562253 -6.437849521636962 0.41803804039955145
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.033630053718095944 -0.059640569133571478 0.094479661451473657 -0.039949541205275774 -0.0075237518633149252 -0.0010304442589577076 0.025447293723992973
leaf_weight=0.060753518837600495 0.045385529856957985 0.034695549208265675 0.28246946848872267 0.036972076494294015 1.3991436938278305 0.41067454078597632
leaf_count=28 30 18 141 29 547 207
internal_value=0 -0.0150438 -0.0269253 0.0418579 0.00339693 0.00497775
internal_weight=0 0.414891 0.343223 0.0716676 1.8552 1.80982
internal_count=1000 216 169 47 784 754
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=5
num_cat=0
split_feature=20 24 31 16
split_gain=0.0111517 0.0140801 0.0389839 0.0358834
threshold=1.9680437445640566 -0.40476341545581812 0.75718194246292125 -1.6970821619033811
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.021423571741673128 0.047601947791101953 -0.076691716467658932 0.040374612323570258 0.0079485494715800971
leaf_weight=0.65781399648094563 0.048217006870799994 0.051975929123273423 0.12082817485632802 1.3794593145933043
leaf_count=287 18 32 67 596
internal_value=0 -0.00101162 -0.0118338 0.00487523
internal_weight=0 2.21008 0.778642 1.43144
internal_count=1000 982 354 628
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=8
num_cat=0
split_feature=11 5 7 6 7 9 19
split_gain=0.0101398 0.0341799 0.0488062 0.0431863 0.0318032 0.0518681 0.042715
threshold=-0.056552402675151818 -0.15890216827392575 -1.6289549469947813 -0.69330593943595875 1.6478592157363894 -2.2834039926528926 0.79595398902893078
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.08816091946801273 -0.048936784886208104 -0.0038552992584950925 0.077402679258275014 0.005470935613119449 0.067456273106891437 -0.0067489423140524767 -0.071169932078402984
leaf_weight=0.08994183336290007 0.17204492463220333 0.15313999878813433 0.14288255978146192 0.95964091549448938 0.10039697161231231 0.60237145337343312 0.028547839771022154
leaf_count=51 84 39 77 315 71 344 19
internal_value=0 0.00511302 0.0353659 -0.00280042 -0.00883287 -0.0173256 0.036765
internal_weight=0 1.42771 0.296023 1.13169 0.821258 0.692313 0.128945
internal_count=1000 515 116 399 485 395 90
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=7
num_cat=0
split_feature=4 9 5 25 2 9
split_gain=0.0109788 0.0665508 0.037154 0.0336601 0.029167 0.0320768
threshold=-1.6822952032089231 -0.89385390281677235 1.5062254071235659 -1.0904499888420103 -2.481732845306396 -2.1211913824081416
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.090847896229787242 0.063639138748559643 0.083385931666761212 -0.027780673926658634 -0.00077762671128403429 0.030560138440350111 -0.011969460502878533
leaf_weight=0.04767562906636158 0.061363791668555101 0.1486512330595321 0.037686849385522692 0.3198368635761426 0.20293276464957433 1.4062241014679639
leaf_count=20 20 127 27 134 84 588
internal_value=0 0.0122208 0.0609025 -0.012462 -0.00402566 -0.006606
internal_weight=0 0.553851 0.186338 0.367512 1.67052 1.60916
internal_count=1000 308 154 154 692 672
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=8
num_cat=1
split_feature=8 4 11 21 9 6 11
split_gain=0.0107287 0.0228279 0.0318353 0.030119 0.0203384 0.0302501 0.0263703
threshold=0 0.45788866281509405 -0.63245621323585499 -0.81699246168136586 1.3687919378280642 -1.5258474349975584 1.5078364014625552
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-5.4892516632670301e-05 -0.025811075882174701 -0.052570055666066852 0.052635775479315174 0.0067140976300807086 -0.04607938639363944 0.047967089427031345 0.0054809680039053753
leaf_weight=0.25153343419830798 0.57682118672019578 0.11204199707204943 0.2107375931912896 0.36445014278336885 0.045405127028779191 0.13860370430802493 0.50515414984101881
leaf_count=192 239 32 133 146 57 66 135
internal_value=0 0.0081335 0.0239654 -0.00722593 -0.00597438 0.0247606 -0.0112014
internal_weight=0 0.938763 0.462271 0.476492 1.26598 0.184009 1.08198
internal_count=1000 503 325 178 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=7
num_cat=0
split_feature=22 22 5 21 17 19
split_gain=0.0107258 0.0277775 0.0292724 0.0277465 0.0358875 0.0335235
threshold=0.26117700338363653 0.22058840095996859 -3.3947547674179073 0.29127179086208349 -1.6738155484199522 0.29234795272350317
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.074460699469175551 0.078151081500800412 -0.084017478136525686 0.0002295691518409391 0.053008016095141178 -0.014443470939428792 -0.007838343255957848
leaf_weight=0.054912421770794029 0.045819183924095341 0.04392003694692892 1.1808298394282277 0.22946580125616123 0.48409142139405137 0.14956861456289516
leaf_count=41 21 20 532 99 223 64
internal_value=0 -0.00586701 -0.00308943 0.00833935 -0.0064372 0.0289978
internal_weight=0 1.27966 1.23574 0.908945 0.529911 0.379034
internal_count=1000 593 573 407 244 163
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=8
num_cat=0
split_feature=9 4 13 2 11 2 6
split_gain=0.0107664 0.0482797 0.0440329 0.0345056 0.0334146 0.0382574 0.0307941
threshold=0.12808340787887576 -1.3023312687873838 -0.4607954323291778 2.561444997787476 2.6943253278732304 0.19187331199645999 -2.2170965671539302
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.051937934998289165 0.079906341557212296 0.028726119793113309 -0.017935728796474395 -0.054625781691817421 0.084190681322956151 0.0022979994733580726 -0.023891578978350238
leaf_weight=0.057839711286234774 0.12777514310369043 0.31237602972142042 0.57355865293835762 0.022408565051478035 0.071308116326690651 0.28522210030928363 0.72274652055728716
leaf_count=37 117 129 255 10 20 103 329
internal_value=0 0.00740467 -0.001483 0.0598331 -0.00668758 0.018677 -0.0182728
internal_weight=0 1.03612 0.885935 0.150184 1.13712 0.35653 0.780586
internal_count=1000 511 384 127 489 123 366
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=4
num_cat=0
split_feature=29 22 20
split_gain=0.0112355 0.0130213 0.0151104
threshold=-2.0384702682495113 1.9384591579437258 -1.0864183306694029
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.051189772552900838 0.018688115933196258 0.050940382340333046 -0.0056754163876114897
leaf_weight=0.042122643377297542 0.29749638562657033 0.04723999857473149 1.7639182068751962
leaf_count=20 130 23 827
internal_value=0 -0.000969765 -0.00215935
internal_weight=0 2.10865 2.06141
internal_count=1000 980 957
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=8
num_cat=1
split_feature=29 17 27 1 10 6 31
split_gain=0.0105667 0.037172 0.0415208 0.034653 0.0547974 0.0422204 0.0298572
threshold=-0.12295129895210265 0.68529933691024791 -1.4307758212089536 0 1.8647432923316958 -0.49244356155395502 -0.54177838563919056
decision_type=2 2 2 1 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.031355965118755373 -0.09076726066768627 -0.091077382386193895 0.0069508774221740677 -0.016227747201318962 0.042152105380145452 0.051968582635417107 -0.016318516169230572
leaf_weight=0.34458727657732879 0.045544241525021789 0.080141767563418398 0.96057285259446146 0.13494923246571489 0.14370437850861606 0.27737809021931559 0.16023468018198617
leaf_count=158 22 39 411 81 94 115 80
internal_value=0 -0.00591339 0.00252744 0.00830273 -0.00972252 0.0296488 -0.0412432
internal_weight=0 1.24649 1.00612 0.900619 0.488292 0.412327 0.240376
internal_count=1000 552 433 448 252 196 119
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=7
num_cat=0
split_feature=27 3 2 25 20 27
split_gain=0.0104724 0.0332777 0.0330757 0.0272922 0.0385574 0.030556
threshold=-0.56510543823242176 -1.7815890312194822 3.0348654985427861 -0.69616228342056263 0.37240926921367651 0.32765662670135504
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.076201602828038228 0.040625255953392544 0.0090002513130016375 0.088114037621073657 -0.029802417592516745 -0.025324053927594781 0.0036124214541201263
leaf_weight=0.041125713561086741 0.25877804712824581 0.53486947406236174 0.058638686300739096 0.53368547913753472 0.13484774778532937 0.56168541293187957
leaf_count=33 104 228 31 262 60 282
internal_value=0 0.0107889 0.0168167 -0.00455209 0.0180324 -0.0126679
internal_weight=0 0.634634 0.593508 1.489 0.393626 1.09537
internal_count=1000 292 259 708 164 544
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=5
num_cat=0
split_feature=20 5 12 0
split_gain=0.0109752 0.0121286 0.0329481 0.0172626
threshold=1.9680437445640566 -3.3303779363632198 0.095968864858150496 3.7561185359954838
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.081523123226566033 0.048477264989037483 -0.0011270731505080849 0.020482284415089827 0.044459787087488226
leaf_weight=0.063954226929440083 0.045753400887406204 1.8480250761176824 0.062719037712099635 0.086976324692386808
leaf_count=43 18 863 43 33
internal_value=0 -0.00104043 -0.0310177 0.000922009
internal_weight=0 2.06167 0.126673 1.935
internal_count=1000 982 86 896
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=8
num_cat=0
split_feature=4 9 11 21 16 3 9
split_gain=0.010123 0.056481 0.0301001 0.0294615 0.0241914 0.0400274 0.0340742
threshold=-1.6822952032089231 -0.89385390281677235 -3.5487818717956539 -1.0367856621742246 0.5102781653404237 2.2420258522033696 1.2183623313903811
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.059031798854723372 -0.023886330900239429 -0.011277024939484973 0.085914250075016019 -0.022977592479414947 0.0021147937382689826 0.080102422714530663 0.014198038019191745
leaf_weight=0.051498822140274569 0.76104572296591022 0.043178418790631667 0.12161392994981701 0.29322759012200095 0.41184431167624769 0.078328875550731425 0.33982752114440018
leaf_count=22 304 55 99 132 166 47 175
internal_value=0 0.0122937 0.0604485 -0.0107262 -0.00390209 0.0145771 -0.0121301
internal_weight=0 0.509519 0.164792 0.344726 1.59105 0.490173 1.10087
internal_count=1000 308 154 154 692 213 479
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=8
num_cat=0
split_feature=25 21 7 31 4 4 16
split_gain=0.0104348 0.0281584 0.0408411 0.0386061 0.0251755 0.0444099 0.0389756
threshold=0.10375598073005678 0.099660724401474013 -1.6289549469947813 -0.023028294555842873 1.5504462718963625 1.1301271319389345 -0.095849983394145952
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.0079903015327566981 0.055825744651881927 -0.051631480597456536 0.011977649547652531 -0.0015994734766596884 0.0080006190124899037 0.054005041118429901 -0.076019061866058293
leaf_weight=0.80556470844216954 0.21875443223030544 0.15406991469188824 0.29270401524379963 0.25186037560887786 0.10410145005482541 0.13489718786330229 0.11756266668544413
leaf_count=395 116 71 156 120 52 40 50
internal_value=0 0.00802313 -0.00995795 0.0250933 -0.00624347 0.000902135 -0.0365604
internal_weight=0 0.917389 0.446774 0.470615 1.16213 0.940462 0.221664
internal_count=1000 463 227 236 537 435 102
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=8
num_cat=1
split_feature=8 5 2 21 7 24 22
split_gain=0.0108442 0.0232774 0.0427476 0.0308528 0.0217722 0.0337513 0.0263141
threshold=0 -1.2619942426681516 2.1161124706268315 -0.47198067605495447 -0.24360075592994687 1.6863377690315249 0.18504730612039569
decision_type=1 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.005734406489423134 -0.044878511320061043 0.032199701080949925 0.024803804272370861 -0.010386055528752235 0.012515700650515738 0.081386281175111916 0.092481810845663578
leaf_weight=0.64426777332683316 0.30549280478015106 0.26061187633736438 0.12367929014521906 0.48997184342619016 0.12535580225329546 0.047764753289811779 0.061260880188640954
leaf_count=282 153 90 51 203 124 15 82
internal_value=0 -0.00622128 -0.0247974 0.00440024 0.00845313 0.000278748 0.0387663
internal_weight=0 1.17976 0.429172 0.750584 0.878649 0.692033 0.186617
internal_count=1000 497 204 293 503 297 206
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=7
num_cat=0
split_feature=0 15 2 25 9 4
split_gain=0.0104568 0.0195464 0.0255996 0.0170102 0.0180598 0.000913478
threshold=-1.608339190483093 0.47169506549835211 1.4031839370727541 -2.5403696298599239 0.31265056133270269 0.78594249486923229
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=0.019280398100303294 0.10082531083117496 -0.066787262952639426 -0.097148390293504555 -0.0070772212896997371 0.012868246348655604 -0.10026422637557252
leaf_weight=0.090701197700795766 0.017284218221902958 0.012287431115055369 0.023850777522891775 1.0986703081020075 0.77362918906679579 0.024212081736258995
leaf_count=63 3 19 41 485 360 29
internal_value=0 -0.0252666 -0.00496115 0.0020758 0.00116419 -0.0889943
internal_weight=0 0.151051 0.114552 1.88958 1.8723 0.0364995
internal_count=1000 152 104 848 845 48
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.00999832 0.022685 0.0160923
threshold=-2.0173729658126827 -1.7747542858123777 -2.0779349803924556
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.048136034974670699 -0.074697860145989906 -0.035737290594803343 0.0028380548434043338
leaf_weight=0.042321522426221114 0.04088977340109079 0.11491998091504929 1.8338880213064563
leaf_count=24 20 103 853
internal_value=0 -0.000983382 0.000563291
internal_weight=0 1.9897 1.94881
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=8
num_cat=0
split_feature=4 9 17 9 20 5 17
split_gain=0.0098646 0.043681 0.034033 0.027484 0.0346531 0.03417 0.0191396
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -1.8577739000320432 0.1286912485957146 1.4048260450363161 -0.85117408633232106
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.023213330293787214 0.089944625157251046 0.054051325694714082 0.0053129759198560344 -0.017191751498255595 -0.018772945067900067 0.045109223773082796 -0.053356487675716074
leaf_weight=0.042557763576780872 0.063378844098224474 0.20157220004330867 0.49534809049707496 0.93266487348871818 0.054555402833102562 0.097210813635563831 0.1401550097530162
leaf_count=22 27 128 274 394 28 55 72
internal_value=0 0.00799964 0.0194097 -0.00607471 0.0396528 -0.0113111 -0.0355217
internal_weight=0 0.879633 0.69692 1.14781 0.117934 1.02988 0.182713
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=7
num_cat=0
split_feature=20 11 24 19 30 3
split_gain=0.0100481 0.0284037 0.0364745 0.0330219 0.0210748 0.0277163
threshold=0.35997511446475988 0.77870225906372081 1.2938926815986636 0.12578448653221133 1.7675892114639284 -2.0135819911956783
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.068658272687296185 -0.02403080371947321 7.5033200103452388e-05 0.080662061864122156 0.060392279980757295 -0.061452960287482053 0.0010873408055529297
leaf_weight=0.059817212499871597 0.28413017461248546 0.18914844206211257 0.037692497087846277 0.1745020874856209 0.06308320964296843 1.2000909573552827
leaf_count=71 191 89 17 70 18 544
internal_value=0 0.00986946 -0.011769 0.029019 -0.00504817 -0.002224
internal_weight=0 0.685473 0.321823 0.363651 1.32299 1.25991
internal_count=1000 367 208 159 633 615
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=8
num_cat=1
split_feature=8 15 11 0 5 26 0
split_gain=0.00993902 0.0218773 0.0339593 0.0276771 0.0210935 0.0377416 0.0305311
threshold=0 -0.94553837180137623 3.1882516145706181 0.05741167068481446 -1.2619942426681516 -0.0044701920123770824 -0.82265067100524891
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.00991192799445266 0.0017654949178815254 -0.004768700849856213 -0.083326869036770057 0.035592488838960379 -0.050134095829325799 -0.059244199553414971 0.011921490993607176
leaf_weight=0.10744723405616674 0.23990874686431596 0.32656747293784449 0.061376737681030136 0.35414984090686374 0.090529205409197289 0.17562227712360112 0.63821807755402893
leaf_count=74 91 175 20 234 63 113 230
internal_value=0 0.00823792 -0.0239855 0.0162296 -0.00603973 -0.02402 0.00421259
internal_weight=0 0.849541 0.168824 0.680717 1.14428 0.415531 0.728747
internal_count=1000 503 94 409 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=8
num_cat=0
split_feature=9 6 4 9 7 7 2
split_gain=0.00942059 0.0359794 0.036952 0.0211595 0.0197265 0.0240225 0.0228398
threshold=1.0618134737014773 -1.5804541110992429 0.4314530491828919 1.6154040694236758 -3.3866791725158687 -3.9560654163360591 3.5605782270431523
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.0052945116000115457 0.026833046614161589 0.071255981811306587 0.0057648732854811598 -0.074215869353901162 -0.004192974728779374 -0.10049839772886299 0.054993299685118804
leaf_weight=0.040654882816198779 0.029840494084737657 0.11912801790384731 0.31124967964713601 0.067818485515587668 1.293825996576089 0.045468994801922125 0.068660599277848067
leaf_count=32 22 89 127 85 577 16 52
internal_value=0 0.0114583 0.0238927 -0.0433396 -0.00414426 -0.0505587 -0.00121037
internal_weight=0 0.528037 0.430378 0.097659 1.44861 0.0861239 1.36249
internal_count=1000 323 216 107 677 48 629
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=5
num_cat=0
split_feature=5 22 11 2
split_gain=0.00966101 0.0107508 0.0135515 0.00725218
threshold=-3.7824122905731197 -1.9304726123809812 -5.2096197605133048 2.8269519805908208
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.07405808291403515 0.047793169235673803 -0.03807524914803008 0.0018938438592593359 0.00064931276245848901
leaf_weight=0.030345187348103875 0.048244029822342216 0.089096968892874773 1.7702737931312338 0.022724842045221294
leaf_count=29 29 93 830 19
internal_value=0 0.00118785 -2.13874e-05 -0.042068
internal_weight=0 1.90761 1.85937 0.05307
internal_count=1000 952 923 48
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=8
num_cat=0
split_feature=4 9 7 2 9 24 9
split_gain=0.00969253 0.0473722 0.0282811 0.0240133 0.0219336 0.0346411 0.0336046
threshold=-1.6822952032089231 -0.92759951949119557 1.5853881835937502 2.885846853256226 -1.6665836572647093 0.46330842375755316 1.0618134737014773
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.023913084907669954 0.0015188321254331815 0.071911239022119225 0.054347162581408648 -0.044106726842985486 -0.023357514238151474 0.084990568466958127 0.010611882856091418
leaf_weight=0.25931381953614618 0.20486035865834384 0.13849340301200652 0.056179513248139301 0.020478209866269026 0.72520189936779977 0.065650861189851639 0.48664498065857664
leaf_count=121 86 149 29 9 302 34 270
internal_value=0 0.0124524 -0.00997738 0.0569662 -0.00396924 0.0217767 -0.00971632
internal_weight=0 0.474465 0.315493 0.158972 1.48236 0.270511 1.21185
internal_count=1000 308 150 158 692 120 572
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=7
num_cat=0
split_feature=10 7 5 6 7 20
split_gain=0.00911778 0.0298223 0.019621 0.0383155 0.0297108 0.00667436
threshold=-4.9047172069549552 0.13221701979637149 0.45862978696823126 -1.5804541110992429 -2.499995112419128 -0.024089548736810681
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=-0.099161776426902021 -0.069133874861204855 0.022557238534242473 -0.03133446863141677 0.00068843683876293449 0.037505456334346182 -0.036288396899530076
leaf_weight=0.038215492881136015 0.083446236327585299 0.066732262705045287 0.080153911579969872 1.3514131342828077 0.28783573262631357 0.030247830978169188
leaf_count=25 94 31 41 585 200 24
internal_value=0 -0.0250146 0.00191099 -0.00337218 0.022511 -0.0713836
internal_weight=0 0.135196 1.80285 1.43486 0.36799 0.0684633
internal_count=1000 80 920 679 241 49
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=5
num_cat=0
split_feature=9 4 9 11
split_gain=0.00960022 0.0157932 0.0332439 0.020199
threshold=-4.2942843437194815 -3.8757916688919063 -2.1211913824081416 -1.102678596973419
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.05523902731369127 -0.062954743630071419 -0.018962331087374718 0.087579522900900625 0.0052295854296790997
leaf_weight=0.030938223282646615 0.020213627190969419 0.46272417395715582 0.053495784350069076 1.358128596790263
leaf_count=20 14 320 64 582
internal_value=0 0.000918794 0.0462979 -0.000918185
internal_weight=0 1.89456 0.0737094 1.82085
internal_count=1000 980 78 902
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=7
num_cat=0
split_feature=13 7 25 30 26 6
split_gain=0.00925979 0.0319937 0.0247513 0.0147275 0.0269183 0.0219084
threshold=1.3883623480796816 -1.6642212867736814 0.57053279876708995 0.55339282751083385 -0.13672201335430142 -2.9369398355484004
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.076898074884998002 0.070096967594870316 -0.048118119129123199 0.048476856033643934 0.0067938648891630723 -0.041005667939802426 0.00098673776481643925
leaf_weight=0.039246883881101868 0.078236591869426775 0.072704822317518958 0.041765547822024018 0.23303699746320916 0.23828186416291419 1.2148196087050589
leaf_count=64 34 43 19 123 140 577
internal_value=0 0.0208108 -0.0128746 -0.0023015 -0.0173719 0.00336244
internal_weight=0 0.192707 0.11447 1.72539 0.471319 1.25407
internal_count=1000 96 62 904 263 641
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=4
num_cat=0
split_feature=20 9 4
split_gain=0.00898788 0.0100325 0.0140627
threshold=1.9680437445640566 -4.1324503421783438 -3.8757916688919063
decision_type=2 2 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=-0.055569149412085239 0.046341577297406983 0.044343956555627027 -0.0017384453725390271
leaf_weight=0.033085125719537589 0.040995725400534977 0.068805981658698445 1.763084412322917
leaf_count=23 18 77 882
internal_value=0 -0.000993262 -7.58587e-06
internal_weight=0 1.86498 1.83189
internal_count=1000 982 959
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=8
num_cat=1
split_feature=8 7 22 4 6 10 11
split_gain=0.00884591 0.0204805 0.0257103 0.0255231 0.0184785 0.0390979 0.0270746
threshold=0 -0.80342191457748402 0.11495012417435647 1.5504462718963625 0.77008655667305004 -1.9995312094688413 0.10654639080166818
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.013127083171066936 -0.021406913351256229 0.0071954625968964243 0.073767602108345792 -0.031236152893417104 0.045773836083489366 -0.044341220628997577 0.016908004126546323
leaf_weight=0.36560591119231822 0.2983655974727204 0.15695773756917242 0.092025746456933177 0.20097016054507755 0.059854181927221362 0.2461247429132527 0.48295764506115546
leaf_count=181 173 136 107 79 17 138 169
internal_value=0 0.00789606 0.0318009 -0.002609 -0.00588149 -0.0267133 0.0022766
internal_weight=0 0.81556 0.248983 0.566576 1.0873 0.305979 0.781323
internal_count=1000 503 243 260 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=8
num_cat=0
split_feature=6 0 2 29 29 7 15
split_gain=0.00911722 0.0302565 0.0267184 0.0179627 0.0209324 0.0114397 0.00948824
threshold=2.090929508209229 0.44619986414909368 2.3993561267852788 -1.5866907835006712 -1.1724481582641599 -0.7118559181690215 -0.35176825523376459
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.091279506634322341 -0.099438589548433279 -0.025772268703793233 0.07475022857233958 -0.057453860346058032 0.0024917171839051338 -0.015426828304003486 0.014946467447272214
leaf_weight=0.033178903273437754 0.048411230316646403 0.071746135544344725 0.041873484720213128 0.060487999615656096 1.5753003019417304 0.024366056846702233 0.031979086751917296
leaf_count=16 44 55 30 37 763 21 34
internal_value=0 -0.0209705 0.0112744 0.00232604 0.000275056 -0.0713112 0.0538158
internal_weight=0 0.186397 0.11362 1.70095 1.63579 0.0727773 0.065158
internal_count=1000 150 85 850 800 65 50
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=6
num_cat=0
split_feature=22 27 22 28 15
split_gain=0.00925381 0.033078 0.022633 0.0171531 0.0144322
threshold=-1.4049233794212339 0.59481739997863781 -1.3087224364280698 -0.19637223333120343 -1.9646769762039182
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.038912647364921421 -0.098013706046073498 0.094533082910742916 -0.056882143899645909 -0.046660231864676473 0.00087563124058932643
leaf_weight=0.041874707626845975 0.024200232503062469 0.045753295678423456 0.044415697320573488 0.053164566314535588 1.6660825468174243
leaf_count=26 12 20 23 34 885
internal_value=0 0.0246745 -0.00198279 -0.00895646 -0.000624138
internal_weight=0 0.140793 1.7347 0.0950393 1.7105
internal_count=1000 80 920 60 908
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=7
num_cat=0
split_feature=22 22 26 22 18 22
split_gain=0.00919282 0.0348905 0.0273647 0.0263512 0.0194775 0.00312918
threshold=-1.0270571708679197 -1.0524309277534483 -0.82819029688835133 -0.91528546810150135 0.31057116389274603 -0.96881815791130055
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.055818127179020183 -0.094612340330890415 0.10076421194849666 -0.020362519963235369 -0.0089791101182974745 0.014373498283857464 -0.047078175160174172
leaf_weight=0.066347534149144849 0.027456388113932917 0.04205347489914868 0.16297884080307767 0.97661750537635306 0.56308506251124868 0.027943950632106751
leaf_count=33 20 8 107 505 307 20
internal_value=0 0.0170323 0.00167768 -0.00287688 -0.000438821 -0.0706361
internal_weight=0 0.27138 0.229326 1.5951 1.5397 0.0554003
internal_count=1000 148 140 852 812 40
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=8
num_cat=0
split_feature=3 29 22 15 12 10 9
split_gain=0.00952527 0.0322172 0.0287337 0.0177329 0.0288506 0.0247841 0.0165995
threshold=-0.63477313518524159 -0.19991248100996015 -0.81563633680343617 0.91133132576942455 0.060263073071837432 -5.3222155570983878 -1.4426879882812498
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.062164680694059594 -0.074394207994009573 0.01854718952947974 -0.053342598255175344 0.05871962872152317 -0.014728395119339247 0.0022656080331884369 0.00028720361486594585
leaf_weight=0.05935081537336373 0.043881520308786892 0.076008558088517475 0.20704306862454136 0.13698863359829605 0.087730525072373666 1.0833928411940261 0.16085272237506842
leaf_count=25 20 40 125 73 42 569 106
internal_value=0 -0.0117212 -0.0340379 0.00439485 0.0300455 -0.000718536 0.0169649
internal_weight=0 0.503255 0.283052 1.35199 0.224719 1.12727 0.220204
internal_count=1000 296 165 704 115 589 131
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=8
num_cat=0
split_feature=0 15 14 9 6 6 31
split_gain=0.00900297 0.0169505 0.0223717 0.0143321 0.0343133 0.0251024 0.000913493
threshold=-1.608339190483093 0.47169506549835211 -0.22910016030073163 0.31265056133270269 -2.2170965671539302 -1.3626608252525327 -0.22304667532443997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.052190507596846208 0.030749058061669221 -0.064511676836518358 -0.042292703549969522 -0.054663930931390152 0.020127587700767842 -0.012604116604166377 -0.099443058308370483
leaf_weight=0.041459006140343035 0.15884602491280464 0.011523875664465777 0.063358164508535819 0.067879119337248994 0.63694233968199399 0.83898556343391906 0.021367956934003729
leaf_count=36 88 17 68 61 300 399 31
internal_value=0 -0.0245746 -0.00492115 0.0020082 0.0129247 -0.00570267 -0.0872046
internal_weight=0 0.137709 0.104817 1.70265 0.704821 0.997832 0.0328918
internal_count=1000 152 104 848 361 487 48
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=8
num_cat=0
split_feature=4 9 26 9 11 5 31
split_gain=0.00942573 0.0383856 0.0345768 0.0221932 0.0370665 0.0288004 0.0160612
threshold=-0.44345408678054804 -2.2834039926528926 -0.81025269627571095 -1.8577739000320432 2.5579682588577275 1.4048260450363161 0.61175003647804271
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.054320455369443604 -0.048299001748838437 -0.022527893076561542 0.03252895260889991 -0.016723946942176989 0.07958963423472748 0.043591783975458737 0.017021124930681763
leaf_weight=0.1182227797894484 0.033661571899756271 0.14974345811984335 0.47878173682643788 0.84867328773444572 0.06936127047674745 0.087310237817479042 0.043047111722785303
leaf_count=66 20 76 326 394 35 55 28
internal_value=0 0.00824474 0.0194119 -0.0062488 0.0378034 -0.0110976 -0.0352775
internal_weight=0 0.789795 0.628525 1.03901 0.103023 0.935984 0.16127
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=8
num_cat=1
split_feature=8 4 26 3 5 2 11
split_gain=0.00849048 0.0196206 0.0318778 0.0296585 0.0185034 0.0341416 0.0272636
threshold=0 -0.29410147666931147 -0.25996835529804224 -0.81044566631317128 -1.2619942426681516 2.1161124706268315 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0070865107837705769 -0.04260075319711823 0.022593823997906329 -0.028107164965476383 0.058648663137720686 -0.0040503157887390399 0.023639340689692034 0.05423914590108736
leaf_weight=0.12422581296959812 0.2697791373866103 0.23682433971205796 0.2603246512722015 0.1533807828275684 0.5638903728293696 0.10935076316042114 0.093555148358063889
leaf_count=58 153 102 133 210 261 51 32
internal_value=0 0.00793674 -0.00395499 0.0292329 -0.00590155 -0.0234954 0.00424433
internal_weight=0 0.774756 0.497149 0.277607 1.03658 0.37913 0.657446
internal_count=1000 503 235 268 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=7
num_cat=0
split_feature=11 21 2 4 6 28
split_gain=0.0091878 0.0170015 0.014185 0.0168556 0.011165 0.00192143
threshold=-5.2096197605133048 -0.17300483584403989 -2.481732845306396 -1.6822952032089231 0.35712581872940069 0.51755946874618541
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.055468784439819341 0.054162315117120052 -0.023305040613158537 0.018757931721098162 -0.0053790624448911513 0.084399070098904683 -0.097454928109444949
leaf_weight=0.022597509981039821 0.049909619456229737 0.028742168523308576 0.37337044187136559 1.2852186194229762 0.014470559284745832 0.021055659867670329
leaf_count=27 19 40 247 638 16 13
internal_value=0 -0.0317037 0.00163512 5.44957e-05 0.0127616 -0.0757204
internal_weight=0 0.0868659 1.7085 1.65859 0.0432127 0.0436532
internal_count=1000 96 904 885 56 40
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=8
num_cat=0
split_feature=9 13 6 21 13 7 28
split_gain=0.00902411 0.0339012 0.0452081 0.0437435 0.0253003 0.0332645 0.0297713
threshold=0.12808340787887576 -0.4607954323291778 -0.60408353805541981 -0.83757761120796193 -0.049947589635848992 1.332841753959656 -0.24724199622869489
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.062633513806643948 -0.024752227827877508 -0.058023163619105422 0.060617946236161339 0.0082185506803315583 -0.0028950100539968512 0.068469342405029388 -0.005038938587649068
leaf_weight=0.14292906284146056 0.088773862202398135 0.12927177381703192 0.20590614699113985 0.43563868422592833 0.46916205399490352 0.075879697363227194 0.24121981932285053
leaf_count=94 72 77 89 273 217 53 125
internal_value=0 0.00740331 0.0348997 -0.00693993 -0.00681285 0.0070402 -0.026468
internal_weight=0 0.85959 0.29468 0.56491 0.929191 0.545042 0.384149
internal_count=1000 511 161 350 489 270 219
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=8
num_cat=0
split_feature=11 0 4 18 5 7 6
split_gain=0.0085924 0.0235181 0.0302783 0.0221601 0.0208472 0.0367345 0.0279447
threshold=-1.102678596973419 1.5746666789054873 -4.3594760894775382 0.56031513214111339 -0.15890216827392575 0.26619952917099005 -1.5804541110992429
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.081389854985889576 -0.071786709271356844 0.057354678582387575 -0.03134635881596913 -0.038537699098405126 0.007045801637574645 0.086493061415111927 0.0012651971621144226
leaf_weight=0.025591500805280276 0.055536603430660025 0.079663898935450561 0.34482840670914794 0.034551559685183975 0.2337176850599797 0.077496978973620401 0.9167769138701658
leaf_count=32 59 47 280 29 99 56 398
internal_value=0 -0.0113254 -0.0235577 0.0283461 0.00430282 0.0268293 -0.00290738
internal_weight=0 0.484635 0.37042 0.114215 1.28353 0.311215 0.972314
internal_count=1000 388 312 76 612 155 457
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=7
num_cat=0
split_feature=3 30 13 10 7 9
split_gain=0.00854898 0.0171249 0.0189474 0.0169337 0.018881 0.0168519
threshold=-2.0779349803924556 1.2851886153221133 0.28954052925109869 0.69830441474914562 -2.702191829681396 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.081629931699497699 -0.022298483232578045 -0.052080286881644289 0.022863621040887343 -0.10026806443458314 -0.03192466767485963 0.0092847042794685485
leaf_weight=0.019053247116744387 0.19436905289364848 0.11109706175663792 0.048445047561926913 0.024550439286286974 0.06325241863813702 1.2914364440846489
leaf_count=16 116 53 38 27 65 685
internal_value=0 0.00181003 -0.0293235 -0.0273791 -0.00563749 0.00515308
internal_weight=0 1.64535 0.159542 0.106856 0.0823057 1.48581
internal_count=1000 892 91 108 81 801
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=4
num_cat=0
split_feature=10 20 0
split_gain=0.0117002 0.0135713 0.011109
threshold=-8.2502570152282697 1.8299899697303774 3.7561185359954838
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.07725516811472731 -0.0021940287973721108 0.06014171395172984 0.037167300026955945
leaf_weight=0.019376641077769929 1.6108493823897339 0.037804201895823897 0.075043087416361121
leaf_count=16 925 24 35
internal_value=0 0.000886762 -0.000441962
internal_weight=0 1.7237 1.68589
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=6
num_cat=0
split_feature=30 0 3 3 26
split_gain=0.00868675 0.0151327 0.0105469 0.0425826 0.0190172
threshold=-1.4530475735664365 1.0968533754348757 2.6622943878173833 3.0217821598052983 -1.1052824258804319
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.071379486322260932 -0.029558842229632201 0.014178654651263532 0.083520081785434547 -0.018096763035016242 0.0034028135721523335
leaf_weight=0.044391829354225476 0.20262859064087013 0.038689509693785595 0.071988512391726434 0.096541830305366005 1.2854197117217463
leaf_count=30 107 26 42 89 706
internal_value=0 -0.0315366 0.00159966 0.0253093 -0.0010856
internal_weight=0 0.0830813 1.65658 0.16853 1.48805
internal_count=1000 56 944 131 813
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=8
num_cat=0
split_feature=9 4 30 2 11 6 9
split_gain=0.00837382 0.0340292 0.0418044 0.0228433 0.0184203 0.0237109 0.0219897
threshold=1.2183623313903811 0.4314530491828919 0.87502706050872814 2.5457446575164799 5.1782035827636728 1.6137331724166872 0.90029591321945202
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0043668325955678738 0.073153137732745385 0.0097568563364112317 -0.089724555631235631 -0.026626097836724108 0.067969363778361963 -0.011829836522996582 -0.056560213170707065
leaf_weight=1.0531114606060361 0.11135476626949992 0.25004338389845771 0.050828118658074573 0.02889915793025466 0.076280032775684847 0.072743499963507929 0.087422168074961948
leaf_count=591 115 145 29 14 26 34 46
internal_value=0 0.011914 -0.00704917 0.0525937 -0.00404729 0.0290166 -0.00836747
internal_weight=0 0.441125 0.300872 0.140254 1.28956 0.149024 1.14053
internal_count=1000 303 174 129 697 60 637
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=8
num_cat=1
split_feature=8 7 24 9 6 10 0
split_gain=0.00879973 0.0191004 0.0267575 0.0205115 0.0171185 0.0175361 0.012728
threshold=0 -0.24360075592994687 1.6863377690315249 -1.1080552935600279 1.8600274920463564 1.8647432923316958 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0057993528468314078 -0.0088998971628060971 0.10016966332489485 0.079893433460287502 0.017628035849508686 -0.10020016928509159 0.028536781023251592 -0.0062250387971337241
leaf_weight=0.53996260902950066 0.77372971631167786 0.041021876872839869 0.039075082371709868 0.11313753428852991 0.032603046835262717 0.14926103384673794 0.025831099622791953
leaf_count=282 346 70 15 136 46 88 17
internal_value=0 0.00831147 -1.6564e-05 0.0395924 -0.0061689 -0.00284584 -0.058658
internal_weight=0 0.733197 0.579038 0.154159 0.981425 0.922991 0.0584341
internal_count=1000 503 297 206 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=7
num_cat=0
split_feature=20 14 22 30 31 20
split_gain=0.00841929 0.0381199 0.0198873 0.0185104 0.0179091 0.0170995
threshold=-1.0864183306694029 0.032352834939956672 -0.033743918873369687 -1.713110029697418 0.59073963761329662 -0.97539258003234852
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -3 -5
right_child=3 4 -4 5 -6 -7
leaf_value=0.085037157745831093 -0.067771118375693648 -0.05656247130808395 0.0086910092794642724 -0.064277067822250691 0.033838660606223647 0.00102262317856727
leaf_weight=0.077824793745023157 0.042609198477908339 0.071287613373628211 0.060755384769955012 0.041303770722151856 0.031640896955650533 1.3776552499143866
leaf_count=24 28 54 38 24 20 812
internal_value=0 0.0173265 0.051566 -0.00282829 -0.0287726 -0.000878153
internal_weight=0 0.241509 0.13858 1.46157 0.102929 1.41896
internal_count=1000 136 62 864 74 836
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=7
num_cat=0
split_feature=13 28 19 13 20 21
split_gain=0.00863696 0.0228425 0.0235027 0.0180415 0.016419 0.00335714
threshold=-1.2598152160644529 0.039898073300719268 -0.29766309261322016 -1.187853932380676 -1.1364628076553343 -0.32174067199230189
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=-0.072336628723210547 -0.075749071233496945 0.099315290346922602 0.033107678158245592 0.029833170344648236 -0.0041410235370925056 0.050495427843535327
leaf_weight=0.034857756484257152 0.032612629246614122 0.026013842843099155 0.053707816206326808 0.15893371660449762 1.3550295712633813 0.030718849812199522
leaf_count=20 16 15 33 106 782 28
internal_value=0 0.0233408 -0.00839323 -0.00215967 -0.000574461 0.072881
internal_weight=0 0.145298 0.0885656 1.54658 1.51396 0.0567327
internal_count=1000 96 53 904 888 43
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=7
num_cat=0
split_feature=3 4 7 6 9 10
split_gain=0.00823091 0.0274311 0.0315222 0.0206386 0.030029 0.0278999
threshold=-0.24213722348213193 -3.3705158233642574 -2.702191829681396 1.7042843699455263 -2.3239196538925166 1.0763437151908877
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.063950849714623545 -0.038863731612627087 0.026652960474179806 -0.029808654147932864 -0.087758733951618623 0.016359045381356109 0.0071351767200469769
leaf_weight=0.046653150571501101 0.11115240478852673 0.13088923835344701 0.40433718344565872 0.053478568289222039 0.86301574355697486 0.073656780893543328
leaf_count=38 71 81 245 27 455 83
internal_value=0 -0.00959074 -0.016001 0.00511272 0.0100581 -0.0327813
internal_weight=0 0.58188 0.535226 1.1013 0.974168 0.127135
internal_count=1000 364 326 636 526 110
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=8
num_cat=1
split_feature=0 1 6 9 26 2 29
split_gain=0.00857754 0.0293604 0.0347708 0.0282902 0.0220231 0.026501 0.0140409
threshold=-0.53437867760658253 0 -0.75322550535202015 2.2335890531539921 -0.85785791277885426 -0.49497580528259272 0.57423835992813121
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.00025620875773542829 0.027186166243364281 0.013320786897887796 -0.02353097704688072 0.091686458960208411 0.044474073149090382 -0.040016108044817443 0.088178316481503621
leaf_weight=0.047904976550977807 0.1831515509062952 0.56268019765904831 0.51607394184600619 0.050174045455719352 0.044044740314824082 0.23624349615780826 0.029256017224952302
leaf_count=44 110 258 295 41 45 190 17
internal_value=0 0.00375822 -0.0102464 0.0197365 -0.0137157 -0.0267392 0.0335924
internal_weight=0 1.31208 0.699225 0.612854 0.357449 0.280288 0.077161
internal_count=1000 704 405 299 296 235 61
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=5
num_cat=0
split_feature=25 27 3 27
split_gain=0.00836004 0.0115545 0.0245004 0.0156293
threshold=-2.0748205184936519 -0.56510543823242176 -1.8786414861679075 -0.28292369842529291
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.051207351769901648 -0.084008282462292513 -0.032544299288253746 0.017121226697131762 -0.0012070959547258963
leaf_weight=0.031313342122835874 0.025261873676527102 0.19148667749256965 0.46350106947288328 0.94260222053952436
leaf_count=16 30 114 258 582
internal_value=0 -0.000958874 0.0118943 -0.00649827
internal_weight=0 1.62285 0.488763 1.13409
internal_count=1000 984 288 696
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=8
num_cat=1
split_feature=8 0 28 28 5 15 11
split_gain=0.00803332 0.0191527 0.0280993 0.0267811 0.0167138 0.0353149 0.026866
threshold=0 0.23862367868423465 0.032380197197198875 -0.31815470755100245 -2.1253163814544673 0.34292693436145788 4.6643924713134775
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.044288976953078096 -0.003232083626680279 0.054389207561536063 -0.0024436588560943656 0.012870682195596042 -0.0049775048731345965 -0.095456432114115544 0.063069288092754625
leaf_weight=0.13029992000177515 0.13177834438726066 0.16683324573952163 0.18179048561482247 0.22098666536224698 0.69289502590137886 0.060621734957543083 0.063323869306259439
leaf_count=94 89 126 142 141 340 39 29
internal_value=0 0.00814832 0.0247536 -0.00833109 -0.00597474 -0.0322903 0.000720563
internal_weight=0 0.69991 0.348624 0.351287 0.948619 0.1924 0.756219
internal_count=1000 503 268 235 497 128 369
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=4
num_cat=0
split_feature=18 20 30
split_gain=0.00778325 0.0106025 0.0100304
threshold=1.7860749363899233 1.9680437445640566 -0.75394436717033375
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-0.016940714872827868 -0.043913226123795147 0.056919297923132967 0.0037212858544669221
leaf_weight=0.28814871673122056 0.039365189763316377 0.033314697571768082 1.2725725344517753
leaf_count=205 38 17 740
internal_value=0 0.0010981 -9.34434e-05
internal_weight=0 1.59404 1.56072
internal_count=1000 962 945
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=5
num_cat=0
split_feature=29 0 28 9
split_gain=0.00771207 0.00915764 0.0195873 0.0120236
threshold=-2.0384702682495113 -1.608339190483093 -0.014420712832361458 1.2183623313903811
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.04963819778054334 -0.072366060217520276 -0.0036366598528868375 0.010214739973041577 0.018021082188945013
leaf_weight=0.030725276682460501 0.053537563126224263 1.1550527643360657 0.061965911933512419 0.32944704805058211
leaf_count=20 78 628 69 205
internal_value=0 -0.000940547 -0.0280627 0.00116973
internal_weight=0 1.6 0.115503 1.4845
internal_count=1000 980 147 833
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=4
num_cat=0
split_feature=10 20 2
split_gain=0.009548 0.0104869 0.0105947
threshold=-8.2502570152282697 1.8299899697303774 -2.481732845306396
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.073404507330843458 0.042668849418732106 0.055508216925755527 -0.0019481551417502782
leaf_weight=0.01752585917893168 0.055153869323362303 0.034299502929343251 1.5191583825743249
leaf_count=16 26 24 934
internal_value=0 0.000806721 -0.00038506
internal_weight=0 1.60861 1.57431
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=8
num_cat=0
split_feature=31 27 0 31 14 14 4
split_gain=0.00755435 0.0316457 0.0269315 0.0264382 0.0327683 0.0243367 0.00939953
threshold=-0.1249653398990631 1.0865690112113955 0.38903948664665228 0.18357837945222857 -0.2194641828536987 0.10202293097972871 -0.77281033992767323
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.010970958530627128 0.029000934930668666 -0.088358653578447702 0.02911878731019368 -0.016084005025842174 -0.068654033747297644 0.022279547373642718 -0.019891183503615715
leaf_weight=0.27163165777129805 0.047520692299030998 0.038220301293833359 0.43740015464201676 0.34257620850645054 0.12407974220339391 0.31964856185140889 0.042178877266927373
leaf_count=184 37 31 217 227 78 202 24
internal_value=0 0.00701825 0.0137603 -0.00663065 -0.0416108 0.00243366 -0.0524394
internal_weight=0 0.789431 0.709032 0.833825 0.1716 0.662225 0.0803992
internal_count=1000 456 401 544 115 429 55
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=8
num_cat=0
split_feature=20 11 24 12 25 27 28
split_gain=0.00776581 0.0249101 0.0272499 0.0270817 0.0174236 0.0315603 0.0292874
threshold=0.25876171886920935 0.77870225906372081 1.2938926815986636 1.1648615002632143 -0.69616228342056263 -0.28292369842529291 -0.11683378741145133
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.029893862970662557 -0.024478107461136718 0.041831039680587684 0.078618034085845653 -0.036961883684850677 0.0073230124780414296 0.042786584778718328 -0.031650572745195303
leaf_weight=0.092370782745835101 0.23553954584615522 0.25805521066304138 0.028769249522611062 0.052495424299706883 0.37438209955738599 0.16915633807764141 0.39757461092741408
leaf_count=50 200 148 18 25 220 85 254
internal_value=0 0.00930768 -0.0132564 0.0285119 -0.00519172 0.017116 -0.0127492
internal_weight=0 0.574859 0.264309 0.310551 1.03348 0.261527 0.771957
internal_count=1000 391 218 173 609 135 474
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=5
num_cat=0
split_feature=10 5 7 6
split_gain=0.00839677 0.00970422 0.0300678 0.0273837
threshold=-8.2502570152282697 -0.18700882792472837 0.18794661760330203 -0.85458046197891224
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.070390329218134387 -0.046637336776721675 -0.0047328186711331904 0.043907991090521188 0.0014009529575535109
leaf_weight=0.016768824884479838 0.13770432274816347 0.39221336103444171 0.18800499236473911 0.85818894016508551
leaf_count=16 124 242 167 451
internal_value=0 0.000747895 0.011028 -0.00524141
internal_weight=0 1.57611 0.580218 0.995893
internal_count=1000 984 409 575
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=8
num_cat=1
split_feature=8 4 11 30 5 11 7
split_gain=0.00786849 0.0167094 0.0273426 0.0231909 0.0150373 0.0441048 0.0330545
threshold=0 0.61790910363197338 -0.70885902643203724 0.87502706050872814 -0.18700882792472837 0.10654639080166818 -0.50514426827430714
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0028828949540389056 0.0082187879776272343 0.0036225562222665705 0.053487413853799654 -0.068919157978569387 -0.016194039014428556 0.05961134736690589 -0.039652273015417676
leaf_weight=0.18355763746197695 0.28699008077088806 0.27608146718217874 0.16197979062406986 0.05244090747669361 0.21551405111413402 0.11920326302242756 0.28998388359391214
leaf_count=189 146 139 142 33 137 51 163
internal_value=0 0.00819013 0.0235422 -0.00795703 -0.00605905 0.0108026 -0.0158409
internal_weight=0 0.67406 0.345537 0.328522 0.911691 0.334717 0.576974
internal_count=1000 503 331 172 497 188 309
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=6
num_cat=0
split_feature=3 4 7 10 2
split_gain=0.00805974 0.0238527 0.0243788 0.0204927 0.0213613
threshold=-0.24213722348213193 -3.3705158233642574 -2.702191829681396 -5.3222155570983878 -0.57413148880004872
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.060983262847305264 -0.070512868405591123 0.022939691193892685 -0.02866134085645999 0.045513230930473658 0.0021277144099741286
leaf_weight=0.043664892177162073 0.034551503813417983 0.12100592299104562 0.37622210835191272 0.13064633593161534 0.86393102396960586
leaf_count=38 19 81 245 107 510
internal_value=0 -0.00988063 -0.0161037 0.00519664 0.00782678
internal_weight=0 0.540893 0.497228 1.02913 0.994577
internal_count=1000 364 326 636 617
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=6
num_cat=0
split_feature=4 3 4 4 2
split_gain=0.0076627 0.0183393 0.0159439 0.014916 0.0118223
threshold=3.1555353403091435 1.4348896741867068 2.4936379194259648 1.7819178700447085 1.8960080742836001
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=0.001763008453887011 0.018989157334761517 -0.081926772379221219 0.011691102261914499 -0.038413236721136619 0.084812948499837434
leaf_weight=1.2982477823197518 0.03574549498437396 0.036290426859068248 0.053173953818827502 0.099490593792385229 0.037849784149777577
leaf_count=835 31 22 30 60 22
internal_value=0 -0.0318505 0.00154416 -0.00109672 0.0420969
internal_weight=0 0.0720359 1.48876 1.39774 0.0910237
internal_count=1000 53 947 895 52
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=8
num_cat=0
split_feature=22 22 28 22 26 15 20
split_gain=0.00751222 0.0203838 0.039857 0.0282518 0.0191244 0.029802 0.0280211
threshold=0.26117700338363653 -0.35068508982658381 -0.78283828496932972 -0.39222112298011774 0.84513708949089061 0.56692674756050121 -0.59975823760032643
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.00095449226572476341 0.001915900863084451 0.045548621676836418 -0.03948257796210753 0.1004045026859065 0.042669144114261974 0.055280236392981387 -0.059927038638743102
leaf_weight=0.50429115937935265 0.38367250864940328 0.067435866804316902 0.30195726222347119 0.030280329956440255 0.039011640106252798 0.14390182635469273 0.083814626265962033
leaf_count=344 233 47 190 12 26 90 58
internal_value=0 -0.00589494 -0.0239594 0.00658775 0.00819777 0.0164716 -0.0273408
internal_weight=0 0.903965 0.369393 0.534571 0.650401 0.527574 0.122826
internal_count=1000 593 237 356 407 323 84
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=5
num_cat=0
split_feature=26 5 12 6
split_gain=0.0099063 0.00824041 0.0201575 0.0135101
threshold=-2.4219849109649654 2.0177078247070317 -0.6693873107433318 -2.2757308483123775
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.090856471312369763 -0.044228541552483111 -0.029111765028858278 0.059802805650898905 0.00089740783227329967
leaf_weight=0.011904921566383675 0.069781910620747456 0.040312837338291274 0.069375824700152466 1.3467995175667522
leaf_count=8 102 29 76 785
internal_value=0 0.000719117 0.0271249 -0.00132553
internal_weight=0 1.52627 0.109689 1.41658
internal_count=1000 992 105 887
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=6
num_cat=0
split_feature=11 4 2 5 9
split_gain=0.0075441 0.0131334 0.0130336 0.0136671 0.0120752
threshold=-5.2096197605133048 -4.2021732330322257 -2.481732845306396 0.45862978696823126 -0.50164487957954396
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.060871958521192406 0.056993396449903838 -0.090687834176593513 -0.0053373589266024288 0.018120217653755172 -0.00089631741527495873
leaf_weight=0.012776026905385152 0.041249361292329811 0.033621486815718526 1.0976300436516053 0.32101628998737508 0.027007866712146833
leaf_count=24 19 26 651 234 46
internal_value=0 -0.0312724 0.00158188 -2.92959e-05 -0.0506894
internal_weight=0 0.0734054 1.4599 1.41865 0.0606294
internal_count=1000 96 904 885 72
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=4
num_cat=0
split_feature=13 25 19
split_gain=0.00852219 0.00782924 0.0117539
threshold=-1.9400736093521116 -1.7371324896812437 -1.3991433978080747
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.062985825474276322 0.038741321728791106 -0.03687312246905091 0.00013101044775507285
leaf_weight=0.021186425016324617 0.048270679175398956 0.091591061000656171 1.3666555218000649
leaf_count=24 32 74 870
internal_value=0 -0.000881591 -0.00219318
internal_weight=0 1.50652 1.45825
internal_count=1000 976 944
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=7
num_cat=0
split_feature=3 26 17 10 10 2
split_gain=0.00761599 0.0221457 0.026899 0.0217434 0.0181036 0.0177099
threshold=-0.24213722348213193 -0.94587570428848255 -0.33829419314861292 1.9523186683654787 -5.3222155570983878 -0.57413148880004872
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.029982359834232399 -0.068043718261019667 0.0086810864895307087 -0.081667093412330485 -0.063789555625912361 0.04288219672064246 0.0024136177832262532
leaf_weight=0.029989277630264155 0.032700907402613666 0.37262716985190636 0.076940954768787151 0.046574883791969057 0.12406971480040596 0.84215739261337852
leaf_count=21 19 253 45 45 107 510
internal_value=0 -0.00973249 -0.0503543 0.000629333 0.00513344 0.00761004
internal_weight=0 0.526132 0.10693 0.419202 0.998928 0.966227
internal_count=1000 364 66 298 636 617
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=5
num_cat=0
split_feature=30 9 4 11
split_gain=0.00706281 0.00998814 0.0327917 0.02303
threshold=-1.6789452433586118 0.12808340787887576 -1.3023312687873838 2.6943253278732304
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.036976751980647933 -0.018409397723992395 0.062155150210144644 0.00093097088318426979 0.019181922727196946
leaf_weight=0.049984829669540543 0.52328426215928459 0.10235612245294579 0.60199967986685421 0.23669060359020477
leaf_count=36 355 122 371 116
internal_value=0 0.0012492 0.00982799 -0.00670176
internal_weight=0 1.46433 0.704356 0.759975
internal_count=1000 964 493 471
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=6
num_cat=0
split_feature=3 22 28 28 17
split_gain=0.00732861 0.00910197 0.0225186 0.0133404 0.0076272
threshold=-2.7369303703308101 0.88484010100364696 -0.20270609110593793 -0.108426745980978 -0.040829516947269433
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.016840938967387028 0.0087239838600911071 -0.013222390103581009 0.041404157333513374 -0.012696535412982882 -0.088095654721824193
leaf_weight=0.011006729235305102 0.53071323225320888 0.13914365815121066 0.16488791918671797 0.64299627707968554 0.018684448087488481
leaf_count=18 356 88 105 399 34
internal_value=0 0.000983489 0.0164037 -0.00301087 -0.0491949
internal_weight=0 1.47774 0.304032 1.17371 0.0296912
internal_count=1000 948 193 755 52
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=8
num_cat=0
split_feature=20 11 9 21 20 0 10
split_gain=0.00705936 0.0210137 0.0249312 0.0234854 0.0151989 0.020418 0.0194154
threshold=0.25876171886920935 0.77870225906372081 1.4011751413345339 -1.2971348762512205 -0.010012246202677487 0.42796576023101812 -4.4069178104400626
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.04858207435108048 -0.02620076169594281 -0.045791375123656552 0.060926105585690921 0.038389691472507426 -0.062026578082843023 0.013948270493285734 0.0051977146747919627
leaf_weight=0.073836018780980339 0.20661404119192994 0.038137119721177726 0.039050013752039092 0.25299500407440689 0.096300157293562449 0.055910202627497796 0.73896294266397522
leaf_count=50 168 16 50 157 51 52 456
internal_value=0 0.00918741 -0.0123513 0.0273623 -0.00511861 -0.0341194 0.000312269
internal_weight=0 0.536796 0.245664 0.291132 0.965009 0.15221 0.812799
internal_count=1000 391 218 173 609 103 506
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.00715361 0.0165142 0.0113551
threshold=-2.0173729658126827 -1.7747542858123777 -2.0779349803924556
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.048002859525441005 -0.072828292201753797 -0.035185094730810468 0.0027906223240064601
leaf_weight=0.030399165076829715 0.031329979444876588 0.083636752048758534 1.3441039825572998
leaf_count=24 20 103 853
internal_value=0 -0.00100995 0.000566013
internal_weight=0 1.45907 1.42774
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=8
num_cat=1
split_feature=8 7 4 17 5 2 9
split_gain=0.00705666 0.0190236 0.0201649 0.0189965 0.0142849 0.026271 0.0225262
threshold=0 -0.80342191457748402 1.5504462718963625 -0.87433335185050953 -1.2619942426681516 2.1161124706268315 1.3687919378280642
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.012280500508447131 -0.041286147261973292 0.086787195568519909 -0.032860367509653286 0.015575049561240315 -0.0049826135750633133 0.023152594966347115 0.050662960572931216
leaf_weight=0.27979359596645281 0.22304872984437552 0.050376315391662985 0.15311352161278347 0.14609744887828491 0.45897204913372036 0.088319808471283068 0.086451965320200941
leaf_count=181 153 62 79 181 237 51 56
internal_value=0 0.00802715 -0.00368523 0.033834 -0.00591854 -0.0230081 0.00383744
internal_weight=0 0.629381 0.432907 0.196474 0.856793 0.311369 0.545424
internal_count=1000 503 260 243 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=8
num_cat=0
split_feature=4 9 17 15 5 7 12
split_gain=0.00689717 0.031163 0.0252734 0.0184779 0.0196226 0.0123681 0.00580841
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 1.2941444516181948 1.4048260450363161 -0.15783268213272092 -0.015528976917266844
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.069168544027645287 -0.0075115953174791266 0.053568764188427112 0.0046140616997974318 -0.023523693349033859 0.044492694726397816 -0.0073309692221516344 -0.091372280074525955
leaf_weight=0.05998680011543911 0.70288320757953571 0.14940260268825867 0.35852353487579336 0.021362767233270574 0.080908851492525358 0.070190084304528 0.030822191602510429
leaf_count=40 394 128 274 24 65 54 21
internal_value=0 0.00782601 0.0190137 -0.00597953 -0.00214333 -0.0358263 -0.0635974
internal_weight=0 0.638103 0.507926 0.835977 0.783792 0.130177 0.052185
internal_count=1000 496 402 504 459 94 45
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=6
num_cat=0
split_feature=5 11 17 29 29
split_gain=0.00699183 0.00933271 0.0262414 0.0163284 0.00577271
threshold=-3.7824122905731197 4.6643924713134775 -1.1031919121742246 0.51327875256538402 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0010893948548387552 -0.0099853455483032011 -0.063929443640933531 0.036927801180409343 0.014795308883491773 -0.077275916097756359
leaf_weight=0.018847409443505825 0.83558618811265339 0.030515891188315436 0.16683207024652791 0.39000828283722644 0.021056599397162867
leaf_count=19 601 16 87 248 29
internal_value=0 0.00115012 0.0213323 -0.00209965 -0.0412916
internal_weight=0 1.42294 0.197348 1.22559 0.039904
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=7
num_cat=0
split_feature=31 17 17 6 15 18
split_gain=0.00682361 0.0137264 0.0140462 0.0119604 0.0110509 0.0128091
threshold=1.3691098093986513 -0.36764360964298243 -0.79640007019042958 0.49521195888519293 -1.9646769762039182 -1.7253326773643491
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.054666410555498063 0.034981259794731483 0.07281426468950393 -0.069958294388692152 -0.0035758104784071269 0.047521609611323581 -0.0027178920364146365
leaf_weight=0.03901161480121107 0.024254636781471106 0.05605798417582275 0.026902481558124691 0.032309104175055836 0.052941662730347505 1.2253071682085686
leaf_count=26 22 31 19 25 35 842
internal_value=0 0.0210193 -0.0202043 0.0448842 -0.00223722 -0.000637106
internal_weight=0 0.139524 0.0511571 0.0883671 1.31726 1.27825
internal_count=1000 97 41 56 903 877
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=8
num_cat=1
split_feature=8 7 24 22 6 11 0
split_gain=0.00669169 0.0160323 0.0193297 0.018571 0.0143448 0.0136751 0.010972
threshold=0 -0.80342191457748402 1.6863377690315249 0.18504730612039569 1.8600274920463564 4.8875966072082528 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0087306516266640547 -0.0072141744900653037 0.010140105811041307 0.074717012668835667 0.076648349284883538 -0.10017138352174138 0.034703302264056435 -0.0058903282503883934
leaf_weight=0.39580996901922028 0.69697121982916599 0.12741858754842994 0.029852109753846889 0.06261564023657229 0.027486872837783949 0.087612229597482383 0.022404621338864672
leaf_count=247 389 144 13 99 46 45 17
internal_value=0 0.00790358 -0.00287838 0.0320543 -0.00583961 -0.00253337 -0.0578329
internal_weight=0 0.615696 0.425662 0.190034 0.834475 0.784583 0.0498915
internal_count=1000 503 260 243 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=6
num_cat=1
split_feature=13 2 1 13 30
split_gain=0.00676364 0.0206498 0.0167977 0.0133236 0.0123911
threshold=-1.2598152160644529 0.4120739102363587 0 -1.187853932380676 -1.3221759200096128
decision_type=2 2 1 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.054866285665399875 -0.073766438940234477 0.0047421092881181279 0.088322318174760481 -0.039801919257635925 0.0017661401305839649
leaf_weight=0.027041119037903738 0.02543844711544796 0.051187784535784431 0.045349419215085618 0.076207658097729225 1.2155516195121601
leaf_count=29 16 37 30 67 821
internal_value=0 0.0223701 0.0440048 -0.00209754 -0.000686178
internal_weight=0 0.123578 0.0965372 1.3172 1.29176
internal_count=1000 96 67 904 888
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=5
num_cat=0
split_feature=25 4 9 9
split_gain=0.00669121 0.00954229 0.0335916 0.0161809
threshold=-1.7371324896812437 -1.6112870573997495 -0.89385390281677235 -1.6665836572647093
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.037571739836116919 -0.0094472704123851267 0.020528608142707488 0.055357772722270084 -0.011961428603157975
leaf_weight=0.045895498409736502 0.23152082226252446 0.18713422541688352 0.12220523507565761 0.84745074202439774
leaf_count=32 155 112 155 546
internal_value=0 -0.001237 0.0129416 -0.00608468
internal_weight=0 1.38831 0.353726 1.03458
internal_count=1000 968 310 658
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=7
num_cat=0
split_feature=11 0 20 6 2 5
split_gain=0.0070442 0.0191311 0.022702 0.0163066 0.0147472 0.0196065
threshold=-1.102678596973419 1.5746666789054873 1.2085229158401491 1.2514771819114687 -2.3660683631896968 -0.15890216827392575
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.032040073884929361 0.078446686919902697 0.0039878089157079398 0.061377202720313245 0.10033404316905202 -0.0055526198740975729 0.0268764596274512
leaf_weight=0.27774027335389573 0.026200180000159778 0.068592487114315759 0.028702537119585259 0.023614631329820668 0.75561929384439686 0.2475041729922216
leaf_count=274 9 56 38 20 449 154
internal_value=0 -0.0112737 -0.0232903 0.0286625 0.00438316 0.00244872
internal_weight=0 0.39865 0.306443 0.0922071 1.02932 1.00312
internal_count=1000 388 312 76 612 603
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=8
num_cat=0
split_feature=3 3 5 30 13 26 17
split_gain=0.00637932 0.033559 0.0161682 0.0117059 0.017535 0.0136542 0.00336016
threshold=2.6622943878173833 3.0217821598052983 -0.63844007253646839 -0.75394436717033375 0.8088592290878297 -0.97528037428855885 -0.77767303586006153
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.038518118520089371 0.049004013048045907 -0.04447307996598529 0.057165066316088989 -0.022553276388037103 0.029366127704326613 0.0073700483381875228 0.09781233283145789
leaf_weight=0.16962565656374451 0.023580021362249681 0.064959203308365687 0.020619116287011963 0.18486461518671127 0.049055363182958445 0.87080467717848009 0.035102337898081371
leaf_count=148 12 54 40 112 38 564 32
internal_value=0 0.0199549 -0.0199845 -0.00223214 -0.0232901 0.00212999 0.0781999
internal_weight=0 0.144261 0.0855783 1.27435 0.218681 1.05567 0.0586824
internal_count=1000 138 94 862 186 676 44
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=5
num_cat=0
split_feature=29 29 26 22
split_gain=0.00698818 0.00825518 0.031176 0.0153526
threshold=-2.0384702682495113 -0.88508096337318409 0.49312175810337072 -1.8721634149551389
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.050019257607699145 -0.04906041296809522 0.06905544742153516 0.043644197172103549 7.0473733800648853e-05
leaf_weight=0.027420240547599062 0.12148895420725114 0.033171134343063957 0.051718792363821819 1.1751944933959757
leaf_count=20 107 28 45 800
internal_value=0 -0.000962385 -0.0213794 0.0019642
internal_weight=0 1.38157 0.173208 1.20837
internal_count=1000 980 152 828
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=7
num_cat=0
split_feature=13 13 18 3 4 10
split_gain=0.00667311 0.0186314 0.0151575 0.00977787 0.0207144 0.0176005
threshold=-1.2598152160644529 -1.3131613731384275 0.67362144589424144 -0.49797442555427546 -3.2548031806945796 -4.3147511482238761
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.025174380363951726 0.055734741328729978 0.094561364769401801 -0.067985240699499461 -0.051482011548047803 -0.023234147870016951 0.007101512911449075
leaf_weight=0.066746453927549965 0.036792583834653669 0.027681562237234059 0.023654705888816352 0.054567698036180334 0.3417953142297655 0.85193321897926744
leaf_count=60 33 12 24 31 265 575
internal_value=0 0.0227784 0.000797885 -0.00206207 -0.0155597 0.00357502
internal_weight=0 0.118083 0.0904012 1.28509 0.378588 0.906501
internal_count=1000 96 84 904 298 606
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=8
num_cat=0
split_feature=28 7 6 2 28 13 25
split_gain=0.00652428 0.0240432 0.023065 0.0214525 0.0178315 0.0346913 0.0166152
threshold=0.89896380901336681 -0.53416204452514637 1.045319199562073 -1.2902153730392454 0.33572702109813696 -0.080186594277620302 1.035413980484009
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.0082394032141889142 0.015185694034509029 -0.037761247304944102 -0.071473997161517408 0.066527518901095914 0.016798763607848245 -0.062198901740762091 -0.032074525082073056
leaf_weight=0.79006550609663839 0.088661517460423056 0.024560200834912393 0.046990460099365805 0.10017675774247448 0.097336455029243041 0.12961131237224066 0.11742960980383899
leaf_count=553 52 17 38 75 77 91 97
internal_value=0 0.0143051 -0.0148336 0.0459935 -0.00324686 -0.0283173 0.00302279
internal_weight=0 0.260389 0.135652 0.124737 1.13444 0.226948 0.907495
internal_count=1000 182 90 92 818 168 650
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=8
num_cat=1
split_feature=0 1 10 9 26 2 25
split_gain=0.00664519 0.0221395 0.0301041 0.022079 0.0201803 0.0207366 0.0098258
threshold=-0.53437867760658253 0 2.3550301790237431 0.023247927427291874 -0.85785791277885426 -0.49497580528259272 -0.50435936450958241
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.079672279787385059 -0.01958665472086096 -0.0035630230837959635 0.04332087239568818 0.038377155575585964 0.041105349173060274 -0.039801905911938336 0.001736461769331009
leaf_weight=0.028777895604349624 0.48537427704553338 0.23369724844796713 0.090209645902177726 0.27116986193910009 0.037733883093810761 0.1973956026708158 0.03694419423472084
leaf_count=19 307 127 98 172 45 190 42
internal_value=0 0.00367917 -0.00972734 0.0189635 -0.0131251 -0.0268178 0.0358624
internal_weight=0 1.08045 0.575584 0.504867 0.300852 0.235129 0.0657221
internal_count=1000 704 405 299 296 235 61
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=4
num_cat=0
split_feature=29 22 20
split_gain=0.00649677 0.00767219 0.00807638
threshold=-2.0384702682495113 1.9384591579437258 -1.1364628076553343
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.048986547069626997 0.01947108523534289 0.049697198108289431 -0.0049274172858937053
leaf_weight=0.02657569790562786 0.15365214404923211 0.029264698858110338 1.1594057825288531
leaf_count=20 114 23 843
internal_value=0 -0.000943684 -0.00207234
internal_weight=0 1.34232 1.31306
internal_count=1000 980 957
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=7
num_cat=0
split_feature=4 9 19 25 31 31
split_gain=0.00623822 0.0273058 0.0239104 0.0167777 0.0173591 0.011385
threshold=-0.44345408678054804 -2.2834039926528926 -0.49594038724899286 -2.2798788547515865 -0.16177539527416226 0.61175003647804271
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -2 -5 -1
right_child=3 2 -4 4 -6 -7
leaf_value=-0.053379204464491584 0.092980644443870927 0.050147475027609148 0.0025102144069428845 0.0075015341576259624 -0.022753577569160383 0.015941138366202128
leaf_weight=0.088014290787214122 0.01679869185318239 0.15933241232140816 0.31107244633109232 0.36878356194573669 0.39038948362575887 0.032419711084060054
leaf_count=66 6 133 269 207 291 28
internal_value=0 0.00776802 0.0186456 -0.00586924 -0.00805655 -0.0347188
internal_weight=0 0.590839 0.470405 0.775972 0.759173 0.120434
internal_count=1000 496 402 504 498 94
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=8
num_cat=1
split_feature=8 0 12 4 6 29 9
split_gain=0.00663649 0.0144781 0.019868 0.019199 0.0140896 0.02749 0.0164359
threshold=0 0.23862367868423465 -0.29050955176353449 0.61790910363197338 0.77008655667305004 -0.19384890794754026 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.035642080335935931 -0.0406664252644615 0.049932119251861876 0.01679505861565991 -0.0017807018080787515 0.010216590983105291 -0.061655282539277427 0.0090346135433424218
leaf_weight=0.13506669574898389 0.077019919466692954 0.14357958187616759 0.15537884212000108 0.14359179634072916 0.10042210227607029 0.1132150326864263 0.48886113732343972
leaf_count=99 51 193 136 75 60 95 291
internal_value=0 0.0081526 -0.00758993 0.0240746 -0.00599061 -0.0278712 0.00226999
internal_weight=0 0.577617 0.290446 0.287171 0.779518 0.213637 0.565881
internal_count=1000 503 235 268 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=6
num_cat=0
split_feature=3 11 7 5 10
split_gain=0.00647076 0.00742804 0.0189845 0.0168784 0.00461428
threshold=-2.7369303703308101 -0.056552402675151818 2.3343892097473149 -0.15890216827392575 -2.5471062660217281
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0095251297707671465 -0.015172786530531968 -0.00053512813394633249 0.053233021862741252 0.034596448924265125 -0.093560717235672677
leaf_weight=0.013849258920572538 0.43950956373010885 0.66331300750405109 0.044696758079851406 0.1722681078831716 0.012370083994786563
leaf_count=23 404 376 58 110 29
internal_value=0 0.000996877 -0.00885829 0.0067078 -0.0491725
internal_weight=0 1.31979 0.484206 0.835581 0.0262193
internal_count=1000 948 462 486 52
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=7
num_cat=0
split_feature=31 12 22 25 21 18
split_gain=0.00603689 0.0122688 0.0120794 0.0101529 0.0177436 0.0164638
threshold=1.3691098093986513 -0.69702842831611622 -0.49475486576557154 0.10375598073005678 0.10627708956599237 -1.5012420415878294
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.050897193296303704 -0.050226493219356266 0.081634073948337701 0.010142798326249041 0.025242036477310999 -0.011223798856754808 -0.014205599280873955
leaf_weight=0.041360447569786518 0.020291959992164266 0.036022419869937039 0.068723255740963052 0.28485504399045425 0.25102048027561352 0.63860582530942744
leaf_count=29 25 25 47 219 202 453
internal_value=0 0.0209418 0.0347289 -0.00213328 0.00816032 -0.0102456
internal_weight=0 0.125038 0.104746 1.21584 0.535876 0.679966
internal_count=1000 97 72 903 421 482
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=7
num_cat=0
split_feature=18 27 25 22 4 24
split_gain=0.00597587 0.0208459 0.0204465 0.0117961 0.0286339 0.0222521
threshold=-0.65785545110702504 1.2188372015953066 -0.65986099839210499 0.26117700338363653 1.5504462718963625 -1.6121826171874998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.023664077542242659 0.061085590554929806 0.061233472652501723 -0.036932302669112481 0.030916011103427794 -0.032595025569109141 -0.010704966627289092
leaf_weight=0.075877902343350456 0.046812171837032568 0.034748322383421737 0.20922085900036758 0.32023784028494262 0.091205197370697988 0.5557530840048982
leaf_count=62 26 32 162 240 60 418
internal_value=0 -0.0118921 -0.0208048 0.00378485 0.0168374 -0.00512769
internal_weight=0 0.319847 0.285099 1.01401 0.411443 0.602565
internal_count=1000 256 224 744 300 444
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=8
num_cat=1
split_feature=8 7 27 22 6 29 10
split_gain=0.00640463 0.0134318 0.0167116 0.0160071 0.0113696 0.0229869 0.0161003
threshold=0 -0.80342191457748402 -0.99950659275054921 0.18504730612039569 0.77008655667305004 -0.19384890794754026 1.819823205471039
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.052361721392499186 -0.0054825748244621865 0.0099390884673481797 0.0063382846100425248 0.074456072721993602 0.0089827071640662115 -0.05785899731464688 0.043143989566968209
leaf_weight=0.056767340439193958 0.47391937308130849 0.11669217178084423 0.33302687224835914 0.057358433474979265 0.098294507189166325 0.10795789960756963 0.079514983450234666
leaf_count=41 279 144 219 99 60 95 63
internal_value=0 0.00810308 -0.00221044 0.0312007 -0.00596442 -0.026004 0.00150387
internal_weight=0 0.563845 0.389794 0.174051 0.759687 0.206252 0.553434
internal_count=1000 503 260 243 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=7
num_cat=0
split_feature=11 2 4 21 24 27
split_gain=0.00642243 0.0111919 0.0103524 0.0100581 0.00689866 0.00228742
threshold=-5.2096197605133048 -2.481732845306396 -1.6822952032089231 -0.17300483584403989 0.15805819630622867 0.091502957046031966
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.044351291300718833 0.058047293062105002 0.017076254545375549 -0.0049801613257005502 -0.026906665944022492 0.07058650910953955 -0.099348342831448028
leaf_weight=0.014716335180104068 0.034143006478416171 0.2748097225752415 0.94304752011512738 0.020227698828989671 0.011319630438265449 0.015557170654389552
leaf_count=27 19 247 638 38 18 13
internal_value=0 0.00157995 -3.12681e-06 -0.0314379 0.00807527 -0.0726136
internal_weight=0 1.252 1.21786 0.0618208 0.0315473 0.0302735
internal_count=1000 904 885 96 56 40
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=8
num_cat=0
split_feature=9 6 7 7 5 11 18
split_gain=0.00616665 0.0282568 0.0248684 0.0151343 0.0238617 0.0212893 0.0127369
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 0.88489025831222545 -1.8325304388999937 0.91672056913375866 -0.77683129906654347
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.027858087671677429 0.024816227801586252 0.053558730655799608 -0.0047416850623215462 -0.042139998650495954 0.042621821767137101 0.0054560218716246858 -0.073503312778445823
leaf_weight=0.36413365656189356 0.01797599016725826 0.14731472636233889 0.14535934479919499 0.043951911502176699 0.13592305731555498 0.40537512043249535 0.049343961531903346
leaf_count=279 27 114 102 39 143 216 80
internal_value=0 0.0111666 0.0246033 -0.00420397 0.0219105 -0.0103083 -0.0472497
internal_weight=0 0.359994 0.292674 0.949384 0.179875 0.769509 0.06732
internal_count=1000 323 216 677 182 495 107
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=5
num_cat=0
split_feature=15 28 29 22
split_gain=0.00635486 0.00631313 0.0222003 0.0162824
threshold=-2.5938820838928218 0.89896380901336681 0.49340428411960607 -1.4049233794212339
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.080773236431257237 0.042695497002436592 -0.0072811305814827008 0.057140625347629426 -0.0060822159715280275
leaf_weight=0.0096626936101530392 0.073574628963043898 0.15139987346051942 0.082719029597456029 0.97956614692673893
leaf_count=8 63 137 43 749
internal_value=0 0.0006274 0.0154804 -0.0026745
internal_weight=0 1.28726 0.234119 1.05314
internal_count=1000 992 180 812
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=8
num_cat=0
split_feature=15 7 15 20 18 6 22
split_gain=0.00585737 0.0265591 0.0252543 0.0247449 0.0173243 0.0075644 0.00136302
threshold=0.56999582052230846 0.95269814133644115 0.42414110898971563 -0.52321508526802052 0.63632056117057811 0.12518543004989627 0.10049097612500192
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=0.0086002407129240465 -0.04335391502340788 0.061121749688858119 -0.087273214161387613 0.019541500944898489 -0.024656799636676507 -0.024100364370505983 0.10013779135791985
leaf_weight=0.66926907918051848 0.088645451997166447 0.013359659048060024 0.042406811322280191 0.21251538560764516 0.20449466074915534 0.034273980430150175 0.027151908731966046
leaf_count=500 67 28 28 147 173 28 29
internal_value=0 0.0112542 -0.00401213 0.00102849 0.000816801 -0.0590369 0.0872713
internal_weight=0 0.341672 0.950445 0.301161 0.873764 0.0766808 0.0405116
internal_count=1000 271 729 214 673 56 57
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=4
num_cat=0
split_feature=10 20 0
split_gain=0.00634237 0.00717066 0.00858363
threshold=-8.2502570152282697 1.8299899697303774 3.7561185359954838
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.068632281567605632 -0.0021616112217804182 0.050751177866964925 0.038656950044795295
leaf_weight=0.013316992401314676 1.1867020293812882 0.028036936532316648 0.053855625858659439
leaf_count=16 925 24 35
internal_value=0 0.000740673 -0.000389578
internal_weight=0 1.26859 1.24056
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=8
num_cat=1
split_feature=8 15 11 14 5 2 9
split_gain=0.00651113 0.0131709 0.0220619 0.0162242 0.0120448 0.0250098 0.0189572
threshold=0 -0.94553837180137623 3.1882516145706181 1.4200065732002261 -1.2619942426681516 2.1161124706268315 1.3687919378280642
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.011666550273300975 -0.042747407926646185 0.022518565089053078 -0.081259890585548403 -0.041486261753848036 -0.0053048497661972328 0.024458437148524928 0.049401785535122103
leaf_weight=0.069066609354933917 0.1890108905911454 0.3926525886432799 0.040547212206661243 0.044046432574936123 0.39058852659827892 0.07831629072360613 0.075603012523298929
leaf_count=74 153 373 20 36 237 51 56
internal_value=0 0.00828382 -0.0227078 0.0160629 -0.00613661 -0.0230588 0.00356701
internal_weight=0 0.546313 0.109614 0.436699 0.733519 0.267327 0.466192
internal_count=1000 503 94 409 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=8
num_cat=1
split_feature=0 1 10 9 28 6 26
split_gain=0.00618263 0.0203196 0.0254443 0.0200418 0.0169582 0.0203967 0.00262458
threshold=-0.53437867760658253 0 2.3550301790237431 2.2335890531539921 -1.1403951048851011 -0.96759614348411549 0.16083426773548129
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.097148304007864061 -0.019180865408575533 0.012859596867653273 0.040860592326025319 0.089736791725480325 -0.046699744816734778 0.017085276002967067 -0.046736704775175775
leaf_weight=0.020968828302116549 0.44656992237643678 0.4269989293627745 0.083830679779460127 0.036836573558815644 0.072872878344906411 0.16065566330761882 0.020350761618828983
leaf_count=22 307 258 98 41 103 150 21
internal_value=0 0.0036776 -0.00969122 0.018965 -0.0132674 -0.00281892 -0.0723195
internal_weight=0 0.994236 0.530401 0.463836 0.274848 0.233529 0.0413196
internal_count=1000 704 405 299 296 253 43
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=8
num_cat=0
split_feature=6 0 2 11 31 9 7
split_gain=0.00640227 0.0202087 0.0167006 0.0105054 0.0188288 0.0153217 0.00724314
threshold=2.090929508209229 0.44619986414909368 2.3993561267852788 4.8875966072082528 -0.083160869777202592 -2.2834039926528926 -0.7118559181690215
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.034410913114668984 -0.099404818801234127 -0.025494599638938173 0.07016817039742744 0.067176534982175115 -0.010092241317710242 0.0035423990335394537 -0.017609903119216588
leaf_weight=0.12090058937255299 0.032271484836920994 0.048904274781563117 0.029113310280592941 0.064822175036624685 0.061415798638364438 0.88482285318883669 0.016291478871153342
leaf_count=100 44 55 30 34 42 674 21
internal_value=0 -0.0213208 0.0102032 0.00239302 0.0295846 -0.00102007 -0.071965
internal_weight=0 0.126581 0.0780176 1.13196 0.126238 1.00572 0.048563
internal_count=1000 150 85 850 76 774 65
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=7
num_cat=0
split_feature=18 27 25 26 22 17
split_gain=0.00596767 0.016086 0.0153331 0.0111272 0.0130936 0.0120647
threshold=-0.65785545110702504 1.2188372015953066 -0.65986099839210499 1.6146269440650942 0.26117700338363653 0.15684997290372851
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.019748041553376953 -0.0033135321098863922 0.05525736128690413 -0.034670630978203047 0.010315446789105856 0.021373975364473483 -0.080392578575558829
leaf_weight=0.070318231083982496 0.5322016978556352 0.031485898632382714 0.19636109776452626 0.027409750353967866 0.3602605632999385 0.031530466532785795
leaf_count=62 418 32 162 23 285 18
internal_value=0 -0.0123404 -0.0203215 0.00387287 0.00665208 -0.0382094
internal_weight=0 0.298165 0.266679 0.951402 0.892462 0.0589402
internal_count=1000 256 224 744 703 41
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=5
num_cat=0
split_feature=18 13 2 30
split_gain=0.00603771 0.00664748 0.0160887 0.0110523
threshold=1.7860749363899233 -1.2598152160644529 0.8697110414505006 -1.3221759200096128
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.034621242258987044 -0.043740954330892347 -0.040128215827285346 0.052731819510692481 0.0014433175371899463
leaf_weight=0.03042052598777889 0.030778360908300439 0.06812383589443971 0.068702805557471436 1.0446094260379504
leaf_count=35 38 67 57 803
internal_value=0 0.00110875 0.0259235 -0.00110178
internal_weight=0 1.21186 0.0991233 1.11273
internal_count=1000 962 92 870
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=8
num_cat=0
split_feature=4 9 25 9 20 3 21
split_gain=0.00610233 0.0217315 0.0238914 0.0187325 0.0203792 0.0182726 0.0158913
threshold=-0.44345408678054804 0.19106149673461917 -0.63787114620208729 -1.8577739000320432 0.1286912485957146 -2.0779349803924556 -0.6016876995563506
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.045825127332784654 0.092054499064585626 -0.026946392364445917 0.010522950929098924 -0.07780567279589988 -0.016610373239266348 -0.007174977122258736 0.059641170186654283
leaf_weight=0.10056990617459682 0.038302389970681361 0.02633348320344453 0.29882670140686685 0.039027398972845351 0.031413338527045198 0.59577361403106011 0.10863765074877207
leaf_count=76 27 45 245 67 28 382 130
internal_value=0 0.00805736 -0.00366575 -0.00611355 0.043091 -0.0115173 0.0427475
internal_weight=0 0.534368 0.399397 0.704517 0.0697157 0.634801 0.134971
internal_count=1000 496 321 504 55 449 175
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=8
num_cat=1
split_feature=8 4 12 26 5 11 7
split_gain=0.00640606 0.0142953 0.0191032 0.0164999 0.0125772 0.0361969 0.0208544
threshold=0 -0.29410147666931147 -0.52472046017646778 -0.25996835529804224 -0.15890216827392575 0.10654639080166818 -0.50514426827430714
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.01171836713478621 0.0057752744094632337 0.019235046650545193 0.054951265750129798 -0.02508226605240484 -0.016844723554250537 0.063243950434380455 -0.036801300640945098
leaf_weight=0.067580487331248662 0.22550031012206695 0.16104673437598649 0.11805875405880428 0.17562655278462813 0.15603315921009653 0.088406466588821786 0.23485784924768005
leaf_count=90 148 102 178 133 129 49 171
internal_value=0 0.00840143 0.0306807 -0.0038832 -0.00621158 0.0121209 -0.0159457
internal_weight=0 0.522313 0.185639 0.336673 0.704798 0.24444 0.460358
internal_count=1000 503 268 235 497 178 319
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=8
num_cat=0
split_feature=7 24 6 13 10 7 13
split_gain=0.00736761 0.0333383 0.0298588 0.0253895 0.0214101 0.0195344 0.0166141
threshold=0.25074130296707159 -0.30356071889400477 -1.5804541110992429 1.0895674824714663 -5.0857675075530997 -1.6642212867736814 1.279394865036011
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.092971437453257894 0.072597665327122474 0.046601210417583118 -0.056166685936471589 0.070601725135514645 -0.0080688824135482021 -0.013447686467263601 -0.028053001934546174
leaf_weight=0.030967390062642153 0.022333847324006229 0.18990147130360668 0.092990309240221336 0.072375351353230144 0.72655706555700794 0.044749659614581105 0.035361427200541584
leaf_count=38 31 184 88 45 539 51 24
internal_value=0 0.0124963 -0.03123 -0.00484027 -0.0115397 0.0384892 0.0348821
internal_weight=0 0.340587 0.115324 0.874649 0.757524 0.117125 0.225263
internal_count=1000 327 119 673 577 96 208
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=5
num_cat=0
split_feature=5 11 3 15
split_gain=0.00614426 0.00822463 0.0187266 0.0126225
threshold=-4.0636310577392569 4.6643924713134775 -0.40226960182189936 0.14212975651025775
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.050618671826362961 -0.012897682256489266 -0.031165683757480706 0.043244314101942904 0.0094665587642847552
leaf_weight=0.023491294169272092 0.53454818004512572 0.047553239763146848 0.11712668410912375 0.47807642645559056
leaf_count=36 461 33 76 394
internal_value=0 0.00103146 0.0217576 -0.00233916
internal_weight=0 1.1773 0.16468 1.01262
internal_count=1000 964 109 855
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=8
num_cat=0
split_feature=7 5 24 2 13 10 7
split_gain=0.0059025 0.0288631 0.0257654 0.0245083 0.0212857 0.0193829 0.0170411
threshold=0.25074130296707159 -0.63844007253646839 -0.30356071889400477 -1.2902153730392454 1.0895674824714663 -5.0857675075530997 -1.6642212867736814
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.091451917601211477 -0.072204955988878702 -0.053638602545877045 0.012453301968841764 0.053106577468278293 0.067272493734351388 -0.0072266782754679673 -0.012193628860470642
leaf_weight=0.028395060737807398 0.059395063430077499 0.024960912651295075 0.091074078108810852 0.15552320436512268 0.068803787127535543 0.72394144115407677 0.044399732842407502
leaf_count=38 44 21 88 174 45 539 51
internal_value=0 0.0113792 -0.0209641 0.0383437 -0.00432246 -0.0104055 0.036105
internal_weight=0 0.330953 0.150469 0.180484 0.86554 0.752337 0.113204
internal_count=1000 327 132 195 673 577 96
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=8
num_cat=1
split_feature=8 7 14 14 31 12 24
split_gain=0.00617659 0.0140638 0.0258089 0.0207345 0.0106942 0.0172843 0.0120998
threshold=0 -1.6642212867736814 -0.53346714377403248 -0.67656695842742909 1.3691098093986513 0.48133440315723425 -0.13472241908311841
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.035154655468767199 0.00077150486938315705 -0.024774579497674514 0.045192014325754877 -0.027178682309802783 0.072692712249916733 -0.035829702010252533 -0.0084797758130744829
leaf_weight=0.076421260865686236 0.4124566922957964 0.07430416975464027 0.181507504025477 0.17687560609846287 0.034656726033063023 0.18775187426557594 0.039061470240714158
leaf_count=48 315 80 231 144 27 132 23
internal_value=0 0.00833055 0.0248692 -0.00837232 -0.00626303 -0.0106778 0.0296814
internal_weight=0 0.509109 0.255812 0.253297 0.673927 0.600209 0.0737182
internal_count=1000 503 311 192 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=6
num_cat=0
split_feature=3 0 4 9 11
split_gain=0.0062724 0.00643735 0.0124679 0.00901616 0.0039357
threshold=-2.7369303703308101 -1.608339190483093 -0.97413113713264454 1.0618134737014773 1.0298662781715395
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0052410059571978548 0.074767005188863964 -0.0018864884626993124 -0.038071112092837943 0.019830968131375831 -0.089365616231711353
leaf_weight=0.0099615967200487043 0.011146440907396027 0.80828888365183604 0.080601940248598569 0.25037831264361898 0.012589878954258893
leaf_count=30 22 595 126 205 22
internal_value=0 0.00104762 -0.0243625 0.00324976 -0.0522055
internal_weight=0 1.15042 0.0917484 1.05867 0.0225515
internal_count=1000 948 148 800 52
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=8
num_cat=0
split_feature=30 31 31 22 27 20 19
split_gain=0.0057745 0.015917 0.0165773 0.00996653 0.013668 0.0123849 0.00797822
threshold=-0.75394436717033375 0.61904841661453258 -1.2907721400260923 -1.4049233794212339 0.63191586732864391 0.44893689453601843 -0.19174370169639585
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.036926863070198726 0.0042017213772521335 0.09020808564147427 -0.041623699323679687 -0.0075384211386825446 0.096776802981014834 0.017797706628692084 -0.0037172195581682854
leaf_weight=0.032963311626360792 0.040581313544606701 0.019034689861840093 0.14526624861988413 0.60465135322623276 0.026273904518916424 0.28334821697571577 0.017229530046506625
leaf_count=28 44 21 141 495 16 229 26
internal_value=0 -0.0148081 -0.0270959 0.00334925 0.0405835 0.000545982 0.0455831
internal_weight=0 0.214494 0.17823 0.954855 0.0668552 0.888 0.0362642
internal_count=1000 216 169 784 60 724 47
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=7
num_cat=0
split_feature=13 13 22 0 30 28
split_gain=0.00567174 0.0137126 0.0126104 0.0117059 0.00928064 1.5372e-09
threshold=-1.2598152160644529 -1.3131613731384275 -0.57212424278259266 -3.1315989494323726 -1.3221759200096128 -0.36485627293586725
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.082777697773966485 -0.10015050532468198 0.093393807372453591 -0.018471431667467769 -0.038580663987345352 0.0013965688446103564 -0.10007900054859027
leaf_weight=0.01558778759613233 0.0058258638594903545 0.021633624224420944 0.058342297497992135 0.061679501503703937 0.99232439349579238 0.0062125272002367948
leaf_count=20 17 12 64 67 795 25
internal_value=0 0.0233677 0.00287644 -0.00206276 -0.000942868 -0.100114
internal_weight=0 0.0955637 0.0739301 1.06604 1.054 0.0120384
internal_count=1000 96 84 904 862 42
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=8
num_cat=0
split_feature=31 27 0 31 11 10 4
split_gain=0.00577562 0.0193338 0.0186959 0.0169612 0.0222093 0.0172348 0.00828002
threshold=-0.1249653398990631 1.0865690112113955 0.38903948664665228 0.38249349594116216 -2.657573819160461 -1.8559841513633726 -0.77281033992767323
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.01053732894607274 0.050173288716778168 -0.088183847384511127 0.028877847517898531 0.034135871358162498 -0.046827398860534615 -0.0097735141316413754 -0.012856850787415407
leaf_weight=0.19682451828004055 0.027821285067147983 0.026673616191423832 0.30969887523629769 0.13237855683976463 0.15571415809397293 0.27527392665614059 0.032218502261230242
leaf_count=184 37 31 217 103 150 254 24
internal_value=0 0.00725665 0.0135619 -0.00687994 -0.0321235 0.00448535 -0.0469742
internal_weight=0 0.565416 0.506523 0.591188 0.183535 0.407652 0.0588921
internal_count=1000 456 401 544 187 357 55
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=8
num_cat=1
split_feature=8 4 11 30 6 11 0
split_gain=0.00591993 0.0125043 0.0198356 0.0172043 0.010235 0.0127269 0.00835828
threshold=0 0.61790910363197338 -0.63245621323585499 0.87502706050872814 1.8600274920463564 3.7105647325515752 1.7931938171386721
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0022171128816829114 -0.010132780397469059 0.0036225660461856862 0.054246043819007141 -0.069585980753191307 -0.100118215275602 0.026356585179769423 -0.0050236141687721734
leaf_weight=0.13408632905591666 0.49858412759289372 0.20398742487451305 0.11608122831225831 0.038095490483215144 0.020420717345537298 0.11825589683019899 0.016885596888187138
leaf_count=195 356 139 136 33 46 78 17
internal_value=0 0.00830412 0.0239826 -0.00789793 -0.00621349 -0.00313732 -0.0570765
internal_weight=0 0.49225 0.250168 0.242083 0.654146 0.61684 0.0373063
internal_count=1000 503 331 172 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=6
num_cat=0
split_feature=3 4 19 10 2
split_gain=0.0061379 0.016334 0.0170969 0.0140054 0.0146203
threshold=-0.24213722348213193 -3.3705158233642574 1.3911387324333193 -5.9636945724487296 0.29434275627136236
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.059925159257861862 -0.10017357669972285 -0.010077344421090558 -0.095014340300179106 0.027976048064183769 -0.0024345250014599293
leaf_weight=0.030681491481459489 0.012373102192213992 0.3355949505087179 0.025499375476329078 0.23041860451707308 0.50363478283529872
leaf_count=38 11 302 24 209 416
internal_value=0 -0.0101234 -0.0160753 0.00533292 0.00711132
internal_weight=0 0.391776 0.361094 0.746426 0.734053
internal_count=1000 364 326 636 625
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=6
num_cat=0
split_feature=11 4 11 9 2
split_gain=0.00560787 0.0104855 0.0100148 0.00764244 0.00711021
threshold=-5.2096197605133048 -4.2021732330322257 -4.3944449424743643 0.49100649356842047 -2.481732845306396
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.062527233373259758 0.060216389791958563 -0.08195084471635472 0.051221602561425585 0.0074305776414694547 -0.0013406107572398619
leaf_weight=0.0096562409036096142 0.028346242360001273 0.029211654116806929 0.026399175950359566 0.014224303375257819 1.0239293842396313
leaf_count=24 36 36 18 36 850
internal_value=0 -0.0317268 0.00156342 -0.0526804 -1.95012e-05
internal_weight=0 0.0530922 1.07867 0.043436 1.05033
internal_count=1000 96 904 72 868
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=6
num_cat=1
split_feature=13 2 1 13 20
split_gain=0.00559215 0.0121659 0.0109373 0.00961393 0.00907486
threshold=-1.2598152160644529 0.4120739102363587 0 -1.187853932380676 -1.0864183306694029
decision_type=2 2 1 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.045915739082769358 -0.069972571329269248 0.0073588505515443233 0.086161915883770854 0.02396141890907201 -0.0043335076470326916
leaf_weight=0.019611541321182702 0.020447376924948801 0.038886511644548705 0.03219403249181596 0.12996163487864631 0.88681877601122161
leaf_count=29 16 37 30 118 770
internal_value=0 0.0238122 0.0430506 -0.00208221 -0.00071694
internal_weight=0 0.0906921 0.0710805 1.03723 1.01678
internal_count=1000 96 67 904 888
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=8
num_cat=0
split_feature=7 5 13 24 6 5 7
split_gain=0.00549022 0.0248951 0.0244028 0.021757 0.0178426 0.0317053 0.0194237
threshold=0.25074130296707159 -0.63844007253646839 1.3032695651054385 -0.30356071889400477 -0.80244350433349598 0.68198090791702282 -0.37251955270767206
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.064376618917718162 -0.069392910262506519 0.054972111271285755 -0.044585130473548763 0.011641814700917259 0.011686122043179599 0.021529684498377503 -0.034541593707210022
leaf_weight=0.1134000995620319 0.054212907955841771 0.13842663455965898 0.029946576954216653 0.085208343161234268 0.52309222565860503 0.069164786376916254 0.11000712411919267
leaf_count=121 44 171 24 88 384 63 105
internal_value=0 0.0113856 0.037265 -0.0198679 -0.00428868 -0.031831 0.00365361
internal_weight=0 0.307794 0.168373 0.139421 0.815664 0.182565 0.633099
internal_count=1000 327 195 132 673 184 489
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=8
num_cat=0
split_feature=6 13 29 29 29 15 16
split_gain=0.00561395 0.0129398 0.0123271 0.0100198 0.0124753 0.00633672 0.00584062
threshold=2.249534130096436 -0.27101422846317286 -0.082558438181877122 -1.5866907835006712 -1.1724481582641599 -0.35176825523376459 0.14982429891824725
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.085004348958628073 -0.022143012973668677 0.071779193070276318 -0.034146410792754406 -0.06009715729214328 0.002084120823834299 0.0079593683407465417 -0.099203345985616975
leaf_weight=0.023050409899951774 0.017292545138737125 0.019565880876967867 0.025055332905708272 0.033401014135271967 0.94868961932448226 0.019883920705936364 0.02280815506799172
leaf_count=17 23 34 44 37 790 34 21
internal_value=0 -0.0247478 0.0123007 0.00203656 -3.06715e-05 0.049323 -0.0659728
internal_weight=0 0.0847219 0.0446212 1.02502 0.982091 0.0429343 0.0401007
internal_count=1000 122 78 878 827 51 44
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=8
num_cat=0
split_feature=3 26 17 10 6 7 19
split_gain=0.00550885 0.0147994 0.0169683 0.014727 0.0132565 0.0221049 0.018974
threshold=-0.24213722348213193 -0.94587570428848255 -0.33829419314861292 1.9523186683654787 -1.5804541110992429 -0.27817767858505243 0.59844911098480236
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.025547803320925468 -0.077532812594493947 0.0076512434075941705 -0.079091519671492777 -0.064139527957487119 0.0013942486175391906 0.017517110291210686 0.043902955066456223
leaf_weight=0.021684704928802034 0.048027702303020448 0.27192821483468665 0.054309695352600329 0.031929594989328791 0.49232942691770898 0.049876216164831177 0.13346935764486645
leaf_count=21 64 253 45 45 370 71 131
internal_value=0 -0.0097638 -0.0492331 0.000107418 0.0051072 -0.0291105 0.0104604
internal_weight=0 0.379852 0.0759944 0.303858 0.723703 0.0979039 0.625799
internal_count=1000 364 66 298 636 135 501
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=8
num_cat=0
split_feature=13 28 19 30 30 4 21
split_gain=0.00527536 0.011112 0.0122934 0.00711022 0.0123803 0.0106427 0.00296634
threshold=-1.2598152160644529 0.039898073300719268 -0.29766309261322016 -1.3221759200096128 -1.0931476950645445 0.29749429225921636 0.034177251160144813
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.068401426465455578 -0.0037122416620943887 0.099048200989374474 0.033059646760277693 0.056122279489722253 -0.002313401594317404 -0.09384572807840573 0.040107724230808536
leaf_weight=0.019385831615068128 0.036045115184975773 0.016147559615895091 0.031099889524483726 0.03775245385300241 0.91438444542851771 0.020579730670149843 0.018121010380241387
leaf_count=20 40 19 33 39 798 27 24
internal_value=0 0.0239317 -0.00590003 -0.00204381 3.58702e-06 -0.0364704 0.0678808
internal_weight=0 0.0847543 0.0504857 1.00876 0.952137 0.0566248 0.0342686
internal_count=1000 96 53 904 837 67 43
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=7
num_cat=0
split_feature=31 18 18 27 2 25
split_gain=0.00525147 0.016244 0.0246573 0.0154807 0.0204564 0.0102135
threshold=-0.14971926808357236 -1.6695563793182371 -0.65785545110702504 1.2188372015953066 0.30985975265502935 0.42905591428279882
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.077111324512503965 0.015230236516284546 -0.043010753943074596 0.01379474024466376 0.068413537302463606 -0.026883410486564452 -0.023574951543036141
leaf_weight=0.031269289095263275 0.17654712299041719 0.094825883697949642 0.39351126442993767 0.041871140764019543 0.33269865395649245 0.016958575920966723
leaf_count=26 168 84 334 45 318 25
internal_value=0 0.0072383 0.00276418 -0.00667247 -0.0122833 0.0418964
internal_weight=0 0.519606 0.488337 0.568075 0.509246 0.0588297
internal_count=1000 444 418 556 486 70
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=6
num_cat=0
split_feature=11 11 9 4 30
split_gain=0.00559985 0.00814293 0.00728831 0.0126291 0.00625724
threshold=-5.2096197605133048 -4.3944449424743643 -1.745622396469116 -2.1543085575103755 -0.75394436717033375
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.079607731329719711 0.05609760258029324 -0.016942186260519368 0.10008854208787715 -0.04306455352470466 0.0037757965052145439
leaf_weight=0.019926192589764469 0.02667522829423763 0.17704407642111186 0.0086796470298509121 0.021251662708568486 0.82542115587492759
leaf_count=23 36 186 32 41 682
internal_value=0 0.00156784 -0.0327481 -0.00155223 0.000116821
internal_weight=0 1.02914 0.0498575 0.0299313 1.00247
internal_count=1000 904 96 73 868
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=7
num_cat=1
split_feature=8 7 24 19 25 12
split_gain=0.00545634 0.0133356 0.0179814 0.0163434 0.00903881 0.0116832
threshold=0 -0.3504571914672851 1.6863377690315249 0.93067857623100292 -1.7371324896812437 0.91698181629180919
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.0075325994373168547 0.058305869230042821 0.060489659559594539 0.079678438381944716 -0.030985219804657849 -0.0016292723183009416 -0.037262900681780863
leaf_weight=0.32674341299923437 0.020992602477917899 0.082752773076657071 0.02548592654420645 0.025565862852605648 0.47984898824749678 0.1138409860037175
leaf_count=273 15 171 15 44 391 91
internal_value=0 0.00821407 -0.00122235 0.0388993 -0.00618182 -0.00846208
internal_weight=0 0.460548 0.352229 0.108319 0.614683 0.59369
internal_count=1000 503 288 215 497 482
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.00511749 0.0119751 0.00855794
threshold=-2.0173729658126827 -1.7747542858123777 -0.81044566631317128
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.047622971843549466 -0.074364053014795567 -0.01597878622646165 0.0056065768722347647
leaf_weight=0.02209638571714112 0.021790007400568245 0.23982073641945822 0.78455373090655134
leaf_count=24 20 255 701
internal_value=0 -0.00100728 0.000553134
internal_weight=0 1.04616 1.02437
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=7
num_cat=0
split_feature=11 11 21 5 9 11
split_gain=0.00503236 0.00986974 0.00972556 0.00612634 0.00513154 0.0023077
threshold=-4.8831543922424308 -4.3944449424743643 -0.30010202527046198 -0.15890216827392575 -1.6665836572647093 -5.9978067874908438
decision_type=2 2 2 2 2 2
left_child=2 -2 5 -3 -4 -1
right_child=1 3 4 -5 -6 -7
leaf_value=-0.040524842694109331 0.070809178821832561 -0.0052801749424817969 -0.050956129565658773 0.01150604337301064 0.043272101871917046 -0.10013485741299087
leaf_weight=0.011821719992596513 0.020172388389099072 0.67154599322315522 0.0085526032021334686 0.32150893267015013 0.017824169893515207 0.014411641927253527
leaf_count=24 28 562 13 306 50 17
internal_value=0 0.00156116 -0.0301596 0.000154488 0.0127188 -0.0732724
internal_weight=0 1.01323 0.0526101 0.993055 0.0263768 0.0262334
internal_count=1000 896 104 868 63 41
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=7
num_cat=0
split_feature=11 4 5 9 2 5
split_gain=0.00532828 0.0131512 0.0186201 0.017167 0.0114658 0.0126732
threshold=-1.102678596973419 -2.1853830814361568 0.45862978696823126 -2.432652354240417 -2.6145871877670284 -0.15890216827392575
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.058784884437166229 0.10037409758508334 -0.061805966326933984 0.00081987887770535611 0.040634595273699531 -0.0045560575267426934 0.025519008011976686
leaf_weight=0.022460616633452446 0.012237613438628614 0.084794292754606815 0.10787494582555723 0.076600943545678035 0.57278071850197065 0.1854831758654758
leaf_count=28 5 106 133 121 452 155
internal_value=0 -0.0115176 -0.0267419 0.0180928 0.0043505 0.00280077
internal_weight=0 0.291731 0.192669 0.0990616 0.770502 0.758264
internal_count=1000 388 239 149 612 607
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=7
num_cat=0
split_feature=11 3 29 4 9 11
split_gain=0.00525238 0.0137962 0.0190819 0.00986797 0.0230171 0.0180466
threshold=4.6643924713134775 -0.40226960182189936 0.70937657356262218 -0.44345408678054804 0.19106149673461917 3.9955254793167119
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0056902730701399035 -0.028145444874146015 0.062598567577035483 -0.030351037327173792 -0.0067175193363153947 0.047191588815594598 -0.074429559930336828
leaf_weight=0.31764954236610521 0.047431851680812542 0.078490541437524541 0.030734933331473258 0.42605766313241422 0.11109271280387034 0.043367163479160808
leaf_count=307 37 57 26 378 169 26
internal_value=0 0.0168876 0.0364435 -0.00295571 0.00801211 -0.012973
internal_weight=0 0.156657 0.109225 0.898167 0.428742 0.469425
internal_count=1000 120 83 880 476 404
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=7
num_cat=0
split_feature=27 25 11 25 24 12
split_gain=0.00542347 0.0178439 0.0187745 0.0122403 0.019445 0.01932
threshold=-0.59541326761245716 -1.0688085556030271 2.6943253278732304 -0.69616228342056263 -1.0311359167098997 0.88899955153465282
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.050631289347134456 0.09088346937836185 0.0011473997653154364 0.057499991591198819 -0.0043738358889979399 0.0035032610238718946 -0.056962031607815988
leaf_weight=0.040188235461641852 0.030035414288803963 0.16796820887556407 0.091232591698307886 0.46742735385891421 0.1674445729970806 0.082136148567895972
leaf_count=36 21 178 66 458 147 94
internal_value=0 0.0113692 0.0209822 -0.00456033 0.0167932 -0.0122335
internal_weight=0 0.299389 0.259201 0.747043 0.19748 0.549564
internal_count=1000 280 244 720 168 552
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=8
num_cat=1
split_feature=8 7 4 9 5 2 11
split_gain=0.00527341 0.0118265 0.0141473 0.0127984 0.00885458 0.0194257 0.0175852
threshold=0 -0.80342191457748402 1.5504462718963625 1.5142858624458315 -1.2619942426681516 2.1161124706268315 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.013175157113035969 -0.041654132703994123 0.052209856886987531 -0.031589218695008574 -0.017015321887955195 -0.0053752492582002818 0.024054175295354335 0.058181464562348809
leaf_weight=0.20215278088065247 0.15262434264039193 0.096810727088800341 0.10849032626898092 0.036881746656810321 0.32668440368835405 0.063799417165270711 0.050226694923367177
leaf_count=181 153 202 79 41 261 51 32
internal_value=0 0.0082442 -0.00245854 0.0331127 -0.00616269 -0.022284 0.00309424
internal_weight=0 0.444336 0.310643 0.133692 0.593335 0.216424 0.376911
internal_count=1000 503 260 243 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=8
num_cat=0
split_feature=11 26 5 16 16 25 25
split_gain=0.00524044 0.0123027 0.0115775 0.00984848 0.0243416 0.0213501 0.009265
threshold=-1.102678596973419 -0.82819029688835133 -1.4549736380577085 0.5102781653404237 0.015316742006689312 -0.58068689703941334 0.51847451925277721
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.076312970623180099 0.0098218295166546364 -0.067690481882182796 0.0074173216308117268 -0.025848114668837099 -0.039471477054350952 0.040324201893572151 0.0067041347031320826
leaf_weight=0.043395043075179274 0.37230526262071928 0.022915345729231262 0.19660434715766861 0.068549723604519386 0.13705651375605044 0.16887675157739679 0.019477354500626376
leaf_count=51 321 38 273 53 107 131 26
internal_value=0 -0.0115935 -0.000423074 0.00439862 -0.00344177 0.0212189 -0.050595
internal_weight=0 0.282392 0.21952 0.746788 0.509362 0.237426 0.0628724
internal_count=1000 388 311 612 428 184 77
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=6
num_cat=0
split_feature=3 11 10 26 10
split_gain=0.00553573 0.00566508 0.014088 0.0121958 0.00323971
threshold=-2.7369303703308101 -0.056552402675151818 -1.2339448928833006 -1.7280209660530088 -2.5471062660217281
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.012721144658177523 0.0085575539460964398 -0.069346346431242281 -0.031048181836895838 0.0092477244458577454 -0.093655364654642081
leaf_weight=0.010094966587473664 0.20364118969221678 0.02039783126747341 0.160674133547836 0.61583962663566894 0.0096964682578174477
leaf_count=23 200 18 262 468 29
internal_value=0 0.00103406 -0.00890978 0.00672799 -0.0523735
internal_weight=0 1.00055 0.364315 0.636237 0.0197914
internal_count=1000 948 462 486 52
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=8
num_cat=1
split_feature=8 4 11 30 31 3 20
split_gain=0.00511873 0.0112756 0.0163227 0.0143968 0.00876866 0.012928 0.00944277
threshold=0 0.61790910363197338 -0.63245621323585499 0.87502706050872814 1.3691098093986513 3.0217821598052983 -0.41391812264919275
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0015786255745518802 -0.0066648936338968325 0.0029123223330457791 0.05295314179056191 -0.06901449722734955 0.073828243967654306 -0.076912631055730374 -0.004458830275691667
leaf_weight=0.1166363737792615 0.49182614635238853 0.18090238716237317 0.10368463730008415 0.03288726029657596 0.026983178275258979 0.027671947241257655 0.035912767923527156
leaf_count=195 416 139 136 33 19 31 31
internal_value=0 0.00820862 0.0240844 -0.00815218 -0.00613725 -0.0104068 0.0291273
internal_weight=0 0.434111 0.220321 0.21379 0.582394 0.519498 0.0628959
internal_count=1000 503 331 172 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=7
num_cat=0
split_feature=20 27 13 2 25 10
split_gain=0.00523827 0.0172805 0.0187978 0.0157552 0.0119724 0.0114663
threshold=0.35997511446475988 -0.44899147748947138 -0.6824706196784972 2.1161124706268315 -2.2798788547515865 -4.3147511482238761
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.1004107406904141 -0.040093862117814183 -0.023903843254195881 0.059555465386430341 0.033616435449223152 -0.046536643830175396 -0.0024912860181012571
leaf_weight=0.010558379183517097 0.023455526223433054 0.15692898281903922 0.098122310835762505 0.068364048152094625 0.065735779568228736 0.58595488728825362
leaf_count=5 35 168 90 74 66 562
internal_value=0 0.00994678 0.0403305 -0.0064496 -0.0052227 -0.00693412
internal_weight=0 0.346871 0.121578 0.225293 0.662249 0.651691
internal_count=1000 367 125 242 633 628
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=6
num_cat=0
split_feature=3 6 0 29 17
split_gain=0.00493463 0.0054137 0.0162861 0.011284 0.00398686
threshold=-2.7369303703308101 2.090929508209229 0.44619986414909368 -1.5866907835006712 -0.040829516947269433
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0078765808737972145 0.059391094557142345 -0.074395219821788275 0.011359744156696383 0.001124598059642592 -0.085783349393878799
leaf_weight=0.0073412349998989148 0.034582542079483858 0.036202987646255735 0.057036810246231084 0.85444571700454919 0.011931700610797735
leaf_count=18 47 56 79 766 34
internal_value=0 0.000986897 -0.021937 0.00339112 -0.0501074
internal_weight=0 0.982268 0.0932398 0.889028 0.0192729
internal_count=1000 948 135 813 52
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=7
num_cat=0
split_feature=13 13 4 20 14 30
split_gain=0.00491965 0.0103343 0.0107926 0.00672062 0.013337 0.012082
threshold=-1.2598152160644529 -1.3131613731384275 1.5504462718963625 -1.0864183306694029 -0.37649951875209803 -1.713110029697418
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.031672218289821301 0.055950093874990448 0.091787739000879193 -0.061268237799065955 -0.080796339929857797 -0.011049972317087813 -0.0033495404911559872
leaf_weight=0.042770666571499305 0.055492685209459935 0.017501056403091297 0.017650636891858085 0.020677752326264454 0.063947069215761765 0.77953663168168585
leaf_count=64 45 12 20 25 78 756
internal_value=0 0.0241215 0.00452189 -0.00204813 0.0200788 -0.00535079
internal_weight=0 0.0779224 0.0604213 0.919654 0.11944 0.800214
internal_count=1000 96 84 904 123 781
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=8
num_cat=0
split_feature=20 11 25 31 25 25 27
split_gain=0.00450628 0.0121008 0.0175709 0.0136969 0.0112173 0.0166531 0.0152814
threshold=0.25876171886920935 0.77870225906372081 0.27817904949188238 0.12528458237648013 -0.65986099839210499 -0.54769715666770924 -0.28292369842529291
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.023961264519827465 -0.039048809854007285 0.04783057202661517 0.026649231333000081 -0.00701949698991666 -0.074012571550916881 -0.0071225570786367046 0.039781178391337185
leaf_weight=0.057982816746962484 0.094475717128190695 0.11539476867584142 0.071531157573528681 0.075192978484631467 0.040749091067223464 0.42972204753385235 0.10704345570176343
leaf_count=52 123 99 95 74 26 439 92
internal_value=0 0.00899808 -0.01074 0.0261905 -0.00504753 -0.0129161 0.0173849
internal_weight=0 0.356595 0.166007 0.190588 0.635497 0.470471 0.165026
internal_count=1000 391 218 173 609 465 144
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=8
num_cat=0
split_feature=9 6 4 7 5 11 21
split_gain=0.00477149 0.0213429 0.0203865 0.0107248 0.0143045 0.0129156 0.00951281
threshold=1.2183623313903811 -1.5804541110992429 0.92876344919204723 0.88489025831222545 -1.8325304388999937 3.3369733095169072 -0.10615760460495947
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.018068375672005397 -0.089993332238155754 0.069311061771973631 0.0030373810109070704 -0.036888586102444207 0.039648394188796995 0.016569037007083339 7.6799118669337656e-05
leaf_weight=0.45449571543848521 0.025640903492425871 0.07055058465817865 0.13567804925639848 0.032063176688666317 0.10242528768064219 0.14106541513967841 0.021607182790596369
leaf_count=408 43 94 107 41 146 102 59
internal_value=0 0.0118204 0.0257095 -0.00410444 0.0214013 -0.00986411 -0.0488031
internal_weight=0 0.253477 0.206229 0.73005 0.134488 0.595561 0.0472481
internal_count=1000 303 201 697 187 510 102
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=8
num_cat=0
split_feature=4 9 15 5 5 11 7
split_gain=0.00517014 0.0302868 0.016304 0.0139449 0.0112009 0.0156192 0.0144859
threshold=-1.6112870573997495 -0.92759951949119557 1.284161448478699 2.2212116718292241 2.0177078247070317 -1.102678596973419 -1.1093668341636655
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.027206501816043532 -0.041261051695783327 0.073359416752665982 0.066420410650323336 -0.041562087987679838 -0.046843302886498309 -0.00072599897217046809 0.076216519588130305
leaf_weight=0.13479735562498263 0.11431970436360661 0.079516378339514304 0.021576127583827542 0.0121755351358388 0.013187094769818941 0.56424728309380634 0.034831886479928187
leaf_count=135 150 146 20 19 22 463 45
internal_value=0 0.0124683 -0.014288 0.0580993 -0.00425215 -0.00755503 0.0424215
internal_weight=0 0.248065 0.156373 0.0916919 0.726586 0.678567 0.048019
internal_count=1000 320 155 165 680 613 67
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=8
num_cat=1
split_feature=8 7 10 9 9 5 19
split_gain=0.00535122 0.0120941 0.0146145 0.0116683 0.00970704 0.0136209 0.0102424
threshold=0 -0.24360075592994687 -3.6609367132186885 2.3375082015991215 1.3687919378280642 -1.2619942426681516 1.3722550272941592
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.064276764159394054 -0.0081826028073809769 0.056590316297710767 0.006832762890680074 -0.050204375490592534 -0.03550123225488238 0.051600100644242822 -0.068909912263038761
leaf_weight=0.032062154014511179 0.4388980299302645 0.074492979450432095 0.29324380077436984 0.011859581519274798 0.025920917314455671 0.058412370476052189 0.029649968210719635
leaf_count=25 343 191 272 15 67 56 31
internal_value=0 0.00865521 -0.000175792 0.0419232 -0.00640399 0.0248284 -0.0120255
internal_weight=0 0.411659 0.325306 0.0863526 0.552881 0.0843333 0.468548
internal_count=1000 503 297 206 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=5
num_cat=0
split_feature=5 11 4 20
split_gain=0.00477176 0.00626837 0.00645039 0.00341718
threshold=-3.7824122905731197 7.5153470039367685 -0.44345408678054804 0.0071599690709263095
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=0.00075320833927320795 0.0095722156791170094 0.053870191115360427 -0.007434373858411638 -0.070915601646734258
leaf_weight=0.011387477909636345 0.39427395709225088 0.022086613910346387 0.51347527884913768 0.01600105636888749
leaf_count=18 475 17 460 30
internal_value=0 0.00123303 -4.76914e-05 -0.0411175
internal_weight=0 0.929836 0.907749 0.0273885
internal_count=1000 952 935 48
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=7
num_cat=1
split_feature=8 4 12 9 6 11
split_gain=0.00470047 0.010753 0.0113501 0.00832557 0.0146191 0.0105202
threshold=0 3.1555353403091435 -0.29050955176353449 1.3687919378280642 -1.5258474349975584 1.5078364014625552
decision_type=1 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.0069877156949275298 -0.024993919015411939 -0.057194435870286477 0.02765083430599341 -0.051065916154835571 0.047149973519615758 0.0051573952175386004
leaf_weight=0.17066152822297465 0.25293125709190889 0.023703266696275316 0.21224577679344492 0.020019685067301118 0.06236822257992003 0.21331876361637114
leaf_count=195 239 30 278 57 66 135
internal_value=0 0.0081664 0.0122125 -0.0060208 0.0232842 -0.0111991
internal_weight=0 0.406611 0.382907 0.548638 0.0823879 0.46625
internal_count=1000 503 473 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=8
num_cat=1
split_feature=0 15 2 1 10 6 4
split_gain=0.0047755 0.0107823 0.0129241 0.00796715 0.0236045 0.0157216 0.00037043
threshold=-1.608339190483093 0.47169506549835211 1.4031839370727541 0 1.8433723449707033 -0.44430741667747492 0.94262233376503002
decision_type=2 2 2 1 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.021802662970673209 -0.020599689643504896 -0.071619016074756292 -0.098062636286034482 -0.013157651966373038 0.030192503989708075 0.027340496636002066 -0.10014726059814219
leaf_weight=0.045109992111097341 0.33861854764372445 0.0074688803617846125 0.01123570743952329 0.15275941402205717 0.1253715601149441 0.25734012788240435 0.0116525195330901
leaf_count=63 318 22 41 130 167 233 26
internal_value=0 -0.0241187 -0.00209928 0.00210012 -0.00687548 0.0122552 -0.089004
internal_weight=0 0.0754671 0.0563457 0.87409 0.46399 0.4101 0.0191214
internal_count=1000 152 104 848 485 363 48
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=8
num_cat=0
split_feature=6 0 2 29 29 15 7
split_gain=0.0048233 0.0129379 0.0117831 0.00784686 0.00969239 0.0061819 0.00507356
threshold=2.090929508209229 0.44619986414909368 2.3993561267852788 -1.5866907835006712 -0.88508096337318409 -0.35176825523376459 -0.7118559181690215
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.092889264426607943 -0.099175164792206297 -0.026753145819671337 0.067725521081840656 -0.031959952882771613 0.0040559608050882451 0.0074847513575268115 -0.017229819343246057
leaf_weight=0.016675361033321678 0.022112791073046312 0.037029236894213113 0.020513355490493268 0.083187920071510213 0.73412716808511824 0.01723547450219165 0.011476997216959717
leaf_count=16 44 55 30 97 703 34 21
internal_value=0 -0.02186 0.00692755 0.00234588 0.000390191 0.0494817 -0.071176
internal_weight=0 0.0911324 0.0575426 0.851226 0.817315 0.0339108 0.0335898
internal_count=1000 150 85 850 800 50 65
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=7
num_cat=0
split_feature=4 9 5 14 2 5
split_gain=0.00459192 0.0289493 0.0153077 0.0142023 0.0114746 0.0133626
threshold=-1.6822952032089231 -0.89385390281677235 1.5062254071235659 -0.88285130262374867 -2.481732845306396 2.0177078247070317
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.060532169637651914 0.063720411890503273 0.084625906421534419 -0.029931565490091863 -0.025784789806937797 -0.0099205389881902254 0.047990607743084841
leaf_weight=0.022390342430298915 0.024204041670600418 0.061331346738478842 0.014403785065937313 0.12823063369285848 0.64380656744247289 0.042472786971686993
leaf_count=21 20 127 27 133 605 67
internal_value=0 0.0124054 0.0628386 -0.0129535 -0.00394988 -0.00633651
internal_weight=0 0.226356 0.0757351 0.150621 0.710483 0.686279
internal_count=1000 308 154 154 692 672
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=7
num_cat=0
split_feature=13 13 22 3 4 10
split_gain=0.00469636 0.00912131 0.00887382 0.00607885 0.0148067 0.0110196
threshold=-1.2598152160644529 -1.3131613731384275 -0.57212424278259266 -0.49797442555427546 -3.2548031806945796 -4.3147511482238761
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.080545073903049991 0.058940868944490722 0.091183661093589385 -0.015273318835327648 -0.050840396640236367 -0.022905202423167039 0.0068019361911079079
leaf_weight=0.012361566464164753 0.024459932176455368 0.015972841498495427 0.04431122024882761 0.035226566225333045 0.22945214947462067 0.56675385264956279
leaf_count=20 33 12 64 31 265 575
internal_value=0 0.0244384 0.00562676 -0.00204449 -0.0150208 0.00342883
internal_weight=0 0.0726456 0.0566728 0.855893 0.253912 0.60198
internal_count=1000 96 84 904 298 606
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=5
num_cat=0
split_feature=9 4 9 14
split_gain=0.00458951 0.00549949 0.0239939 0.0107391
threshold=-4.1324503421783438 -2.1543085575103755 -0.92759951949119557 -1.3204876184463499
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.050493400784414957 -0.011673203878740072 -0.043823144652176266 0.074650025845519996 0.001063098183987646
leaf_weight=0.017634031388546134 0.089932634886167762 0.057641454438225992 0.050157459604990962 0.70800999468180503
leaf_count=24 101 74 116 685
internal_value=0 0.00101697 0.0192337 -0.00231613
internal_weight=0 0.905742 0.14009 0.765651
internal_count=1000 976 217 759
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=8
num_cat=1
split_feature=10 1 17 9 13 16 15
split_gain=0.00466645 0.0185484 0.0179531 0.015979 0.0117611 0.0163275 0.015294
threshold=-1.8559841513633726 0 -0.67083266377449025 -1.3711115121841428 0.20118774473667148 -0.63479617238044728 -0.24353414028882978
decision_type=2 1 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.025760334902748996 -0.016059345064180955 0.085433175163397934 0.012223464173872123 -0.04266104652533434 0.017339047783422792 -0.036924369928986352 0.026304068903558867
leaf_weight=0.055652683137395798 0.15542046507391105 0.046679369033585161 0.11861019970058351 0.088267329996313038 0.078821737270627246 0.18701011565145453 0.18867191996320187
leaf_count=41 157 38 102 107 78 220 257
internal_value=0 0.0100445 0.0328986 -0.0162031 -0.00503611 -0.0208347 0.00716926
internal_weight=0 0.30921 0.16529 0.14392 0.609924 0.265832 0.344092
internal_count=1000 288 140 148 712 298 414
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=8
num_cat=1
split_feature=8 9 13 7 5 26 21
split_gain=0.00470017 0.00985264 0.0192613 0.018323 0.00860099 0.0163921 0.0148694
threshold=0 -1.1080552935600279 0.18501289933919909 -1.6642212867736814 -1.2619942426681516 -0.0044701920123770824 -0.47198067605495447
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.013262340459320189 0.0019037218426660144 0.019032678662496184 -0.034086288841452282 0.075238640413895566 0.032700824559666351 -0.057985949341773174 -0.011730313172533318
leaf_weight=0.041712963533427683 0.1086236000618328 0.18375608379411457 0.10861088989235768 0.05326796927621924 0.11443613686591014 0.078895115206418787 0.2203648855857665
leaf_count=25 91 235 149 94 90 113 203
internal_value=0 0.00838994 -0.000700393 0.0363715 -0.00614722 -0.0232938 0.0034564
internal_weight=0 0.387348 0.292367 0.0949809 0.52232 0.187519 0.334801
internal_count=1000 503 384 119 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=7
num_cat=0
split_feature=11 21 11 25 29 11
split_gain=0.00467839 0.00774528 0.00626377 0.00612849 0.0043628 0.00182429
threshold=-4.8831543922424308 -0.30010202527046198 -4.3305902481079093 -1.7371324896812437 1.0000000180025095e-35 -5.8962113857269278
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.043479035897361608 0.058575787529382729 -0.02999627119562975 0.049213803322161326 -0.0010879090749918948 0.058489800013105477 -0.10010935534193455
leaf_weight=0.011135311411955229 0.01893472836200516 0.012217628238659017 0.024965607103399901 0.81185590565128884 0.010244027741379114 0.011629353767164119
leaf_count=26 32 32 25 839 31 15
internal_value=0 -0.0313019 0.00169972 0.000412785 0.0103593 -0.0724087
internal_weight=0 0.0452263 0.855756 0.836822 0.0224617 0.0227647
internal_count=1000 104 896 864 63 41
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=7
num_cat=0
split_feature=19 21 6 27 29 24
split_gain=0.00446712 0.00980173 0.00809186 0.00719565 0.013751 0.0115006
threshold=-1.3991433978080747 -0.67316111922264088 0.35712581872940069 -0.56510543823242176 -0.20581085234880445 0.3721322119235993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.08770329639138788 0.050976370820377738 -0.04557098961827144 0.038580371690813159 -0.013337172443539855 0.00032186189092608616 0.017121851382626539
leaf_weight=0.018116919972698042 0.078153114971584614 0.021494525231460671 0.024396329742558009 0.4071444873601231 0.17052556902411808 0.17822475135851956
leaf_count=28 105 28 28 447 160 204
internal_value=0 -0.0254222 -0.000834748 0.00199057 0.0162412 -0.00406345
internal_weight=0 0.0640078 0.0458909 0.834048 0.248679 0.585369
internal_count=1000 84 56 916 265 651
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=8
num_cat=0
split_feature=22 28 18 19 5 28 4
split_gain=0.00426354 0.0107203 0.0119542 0.00936976 0.00888409 0.011171 0.00846388
threshold=0.88484010100364696 -0.20270609110593793 0.50201496481895458 0.05675127916038037 -3.3947547674179073 -0.108426745980978 -1.6112870573997495
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.010604273500691741 -0.039288599183151904 0.064769126335058616 0.04316269982308743 0.0050493028985711015 0.012843233440589448 -0.0129566850895593 -0.10015430598335724
leaf_weight=0.011208260604234965 0.056521590608449968 0.052001217538894196 0.025525370701615202 0.053097846011937122 0.30837789288183792 0.36820901590878563 0.017947178415689713
leaf_count=13 67 52 26 58 343 397 44
internal_value=0 0.0134508 -0.0136374 0.0345976 -0.00352654 -0.00119748 -0.0575753
internal_weight=0 0.187146 0.082047 0.105099 0.705742 0.676587 0.0291554
internal_count=1000 203 93 110 797 740 57
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=5
num_cat=0
split_feature=18 13 30 19
split_gain=0.00437701 0.00544233 0.0137858 0.00775449
threshold=1.7860749363899233 1.3883623480796816 0.77336484193801891 0.83948722481727611
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0061272043469781327 -0.044244107121373139 -0.0020135835991093531 0.083182747837392448 0.020201734909576677
leaf_weight=0.64117896311877176 0.02178490972784175 0.060651646729922959 0.027651948743368848 0.13550362324593657
leaf_count=692 38 71 22 177
internal_value=0 0.00114084 0.0246653 -0.00153374
internal_weight=0 0.864986 0.0883036 0.776683
internal_count=1000 962 93 869
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=8
num_cat=0
split_feature=9 4 13 11 6 2 2
split_gain=0.00417721 0.0184177 0.020007 0.015369 0.0159261 0.0151335 0.0116403
threshold=0.12808340787887576 -1.2296712994575498 -0.4607954323291778 2.6943253278732304 -1.3626608252525327 0.19187331199645999 2.8269519805908208
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.026987794193012279 0.074817345552104939 0.030799349423269687 -0.018635357430632837 0.08800539388461931 -0.029576495249783275 0.0048436619727101555 -0.04295715059478996
leaf_weight=0.06169046864611083 0.054156375717911764 0.12495890313432501 0.23741309272488598 0.027277043128378864 0.25774177522538055 0.11064267238975845 0.0099307289909660312
leaf_count=72 123 127 253 20 294 103 8
internal_value=0 0.00715102 -0.00158849 -0.00660709 -0.0186525 0.021291 0.0565674
internal_weight=0 0.426459 0.362372 0.457352 0.319432 0.13792 0.0640871
internal_count=1000 511 380 489 366 123 131
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=8
num_cat=1
split_feature=8 4 11 30 5 2 21
split_gain=0.00458291 0.00912426 0.0135118 0.0120967 0.00813337 0.0174435 0.0147733
threshold=0 0.61790910363197338 -0.63245621323585499 0.87502706050872814 -2.1253163814544673 3.3849450349807744 -0.47198067605495447
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0010378481269593914 -0.052167843352114024 0.0035279402046921454 0.05263383199457921 -0.06736167870193388 0.028145231526688231 0.056305833124328547 -0.013019619755486628
leaf_weight=0.1008948044205038 0.079874937445719496 0.15750796075119089 0.087656474721979905 0.028413897624943729 0.12789722358740541 0.01820312724703399 0.27385604845640188
leaf_count=195 114 139 136 33 107 14 262
internal_value=0 0.00841356 0.0239138 -0.00730591 -0.00621763 -0.0320353 8.51153e-05
internal_weight=0 0.374473 0.188551 0.185922 0.499831 0.0980781 0.401753
internal_count=1000 503 331 172 497 128 369
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=5
num_cat=0
split_feature=3 29 29 10
split_gain=0.00444741 0.00534424 0.00523046 0.0031438
threshold=-2.7369303703308101 -2.0384702682495113 -0.88508096337318409 -1.9995312094688413
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.013363961830957526 0.058545655407213286 -0.021663806691591282 0.0028646617942036804 -0.10011859091599157
leaf_weight=0.0097557624550859146 0.015869281224695442 0.098593427461923788 0.73525917065654856 0.0073046020920263235
leaf_count=27 19 144 785 25
internal_value=0 0.00105851 -3.5546e-05 -0.050509
internal_weight=0 0.849722 0.833853 0.0170604
internal_count=1000 948 929 52
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=7
num_cat=1
split_feature=3 18 20 8 2 6
split_gain=0.00411252 0.01314 0.0156141 0.00705433 0.0175853 0.0103537
threshold=-0.84586244821548451 1.2640730142593386 0.47881735861301428 0 0.29434275627136236 0.77008655667305004
decision_type=2 2 2 1 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.023791708707513293 0.064157347722126348 -0.10013920345788792 0.040799291890173353 0.0046899974827498362 0.0023693946967557754 -0.03226614603704079
leaf_weight=0.12888900410475679 0.060009361379429471 0.015791102820003289 0.052740285651836416 0.30899441946659767 0.19818441336900738 0.10045504242859238
leaf_count=169 119 21 70 266 253 102
internal_value=0 -0.0126432 -0.00503621 0.00378571 0.0167301 -0.00437689
internal_weight=0 0.19742 0.181629 0.667643 0.258194 0.409449
internal_count=1000 260 239 740 372 368
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=7
num_cat=0
split_feature=11 21 11 31 29 11
split_gain=0.00436874 0.00631164 0.00535184 0.00561617 0.00445781 0.00209107
threshold=-4.8831543922424308 -0.30010202527046198 -4.3305902481079093 1.3691098093986513 -0.67078268527984608 -5.9978067874908438
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -3 -1
right_child=2 4 3 -5 -6 -7
leaf_value=-0.037229549022063248 0.05625498948465555 -0.061492360180970519 -0.0022298151881455209 0.02663125407717068 0.037926972512521216 -0.1000731353618136
leaf_weight=0.010206743838736543 0.017567496521792236 0.0065133951914333457 0.72434489214351661 0.074344331978352329 0.014663212221421418 0.011002139609908923
leaf_count=24 32 16 780 84 47 17
internal_value=0 -0.0312702 0.00165755 0.000456658 0.00734807 -0.0698298
internal_weight=0 0.0423855 0.816257 0.798689 0.0211766 0.0212089
internal_count=1000 104 896 864 63 41
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=8
num_cat=0
split_feature=7 15 13 4 10 7 6
split_gain=0.00447532 0.018708 0.0161844 0.0146147 0.0138331 0.0120894 0.00883187
threshold=0.25074130296707159 0.62280827760696422 1.0895674824714663 1.0411096811294558 -4.4574854373931876 -1.6642212867736814 0.077176481485366835
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=-0.072220626863397752 -0.016683676573082375 0.091731590236008603 0.068115911019065611 0.054859934714824844 -0.0065702674332529382 -0.010403956925082159 0.00050063554969626218
leaf_weight=0.034282982871957302 0.15013581300463441 0.036382895097865742 0.049412798378170919 0.035258110572176093 0.50301532392441961 0.032509427722288819 0.014980427548767494
leaf_count=51 204 47 45 46 526 51 30
internal_value=0 0.0117183 -0.00444642 -0.00307755 -0.0107592 0.0369567 0.0651235
internal_weight=0 0.236757 0.619221 0.185394 0.537298 0.0819222 0.0513633
internal_count=1000 327 673 250 577 96 77
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=8
num_cat=0
split_feature=0 15 14 9 6 7 4
split_gain=0.00435451 0.00928823 0.0112752 0.00725608 0.0232955 0.00967588 0.000362666
threshold=-1.608339190483093 0.47169506549835211 -0.22910016030073163 1.555183529853821 -1.5804541110992429 1.6478592157363894 0.94262233376503002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.053800660441286896 -0.0063193991204734739 -0.069956125990524823 -0.04162016052295664 -0.057524701512965452 0.044663916580065445 0.03462174372107743 -0.1001344973886535
leaf_weight=0.020782945885057913 0.58045875954891679 0.0064498127801471119 0.030639510995945085 0.028216388340354115 0.10654278473650081 0.064100574338817218 0.010408095458982025
leaf_count=36 575 22 68 44 119 110 26
internal_value=0 -0.0241724 -0.0030548 0.0021642 0.0232673 -0.00224786 -0.0885883
internal_weight=0 0.0682804 0.0514225 0.779319 0.134759 0.644559 0.0168579
internal_count=1000 152 104 848 163 685 48
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=8
num_cat=0
split_feature=16 25 28 2 24 5 16
split_gain=0.00374991 0.0111368 0.0162194 0.0115143 0.00991834 0.0146565 0.0124016
threshold=-0.15148764848709104 1.0802553296089175 0.090201854705810561 -1.0602359771728513 -0.72101211547851551 0.82530438899993908 0.5102781653404237
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.041110568027488865 -0.048493312080955607 -0.081581395233253695 0.026269148370548497 0.02126977104760714 -0.016987904962602763 0.032967783350238984 0.021137881770286009
leaf_weight=0.033026118998179754 0.097068449805065349 0.031235729776582843 0.025188693625352698 0.2843810303975064 0.16358862167097499 0.028592609773081534 0.17831615975731108
leaf_count=41 102 38 27 334 194 37 227
internal_value=0 0.00750185 -0.0334353 0.0147791 -0.00593358 -0.0299579 0.00289612
internal_weight=0 0.373832 0.0564244 0.317407 0.467566 0.125661 0.341905
internal_count=1000 440 65 375 560 139 421
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=8
num_cat=1
split_feature=6 21 9 10 4 1 0
split_gain=0.00384981 0.0109883 0.00939644 0.00625182 0.0200292 0.017121 0.0033951
threshold=2.249534130096436 0.42549289762973791 -1.6292568445205686 1.8433723449707033 0.41396835446357733 0 0.88687258958816539
decision_type=2 2 2 2 2 1 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.019317304879908907 0.085980776365703365 -0.10016022181803813 -0.024559816383661583 0.046746028127142084 -0.027417358306833541 0.014085724316460844 -0.032346752944139995
leaf_weight=0.3066179901398195 0.012096971174742066 0.015601770623824507 0.021107900023370263 0.10002175573420669 0.05726341485637132 0.30716773410376597 0.014014444563485995
leaf_count=342 29 24 48 166 71 299 21
internal_value=0 -0.0237866 0.0157116 0.00195735 0.0197451 -0.00260083 -0.0680708
internal_weight=0 0.0628211 0.0332049 0.771071 0.157285 0.613786 0.0296162
internal_count=1000 122 77 878 237 641 45
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=7
num_cat=1
split_feature=8 7 24 2 3 3
split_gain=0.00386951 0.00966705 0.0131955 0.00961539 0.00746952 0.00965428
threshold=0 -0.24360075592994687 1.6863377690315249 3.4516642093658452 3.0217821598052983 2.6349928379058842
decision_type=1 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.006378885968662389 -0.0063749468627863626 0.05724184509277034 0.079297064605981793 -0.038747895712746915 -0.058396024311418285 0.058681275602149877
leaf_weight=0.2607603362543609 0.42490350360092499 0.059840419691965963 0.019307712837871804 0.012639866146456846 0.025620847973295113 0.024104966729197486
leaf_count=282 439 190 15 16 35 23
internal_value=0 0.00795151 -0.000472441 0.0405022 -0.00587908 -0.00288241
internal_weight=0 0.352548 0.280068 0.0724803 0.474629 0.449008
internal_count=1000 503 297 206 497 462
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=5
num_cat=0
split_feature=25 19 4 19
split_gain=0.00485817 0.00573413 0.00911908 0.00589257
threshold=-2.2798788547515865 -1.3991433978080747 -2.3924001455307002 -1.1014074087142942
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.064140254468947624 0.050013239258860288 0.042728199887483782 -0.052971626488546003 -0.00053426264400121886
leaf_weight=0.011650900369304384 0.010740771962446161 0.032915361874323423 0.043101421572423249 0.72371719222291031
leaf_count=8 15 51 68 858
internal_value=0 -0.000896033 -0.0324276 0.00134776
internal_weight=0 0.810475 0.0538422 0.756633
internal_count=1000 992 83 909
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=5
num_cat=0
split_feature=25 19 17 0
split_gain=0.00410905 0.00478162 0.00819308 0.00537339
threshold=-2.2798788547515865 -1.3991433978080747 0.54740771651268016 1.4968117475509646
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.060176256307898038 -0.0060150894371557642 -0.0043485208942784783 -0.095118880803075748 0.013988709283615675
leaf_weight=0.01120093362635588 0.038321282385695099 0.52665141611374122 0.014122383702385832 0.22941152813119992
leaf_count=8 58 650 25 259
internal_value=0 -0.000809882 -0.0300096 0.00121553
internal_weight=0 0.808507 0.0524437 0.756063
internal_count=1000 992 83 909
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=7
num_cat=0
split_feature=30 17 27 22 27 18
split_gain=0.00385394 0.0118709 0.00937258 0.00705518 0.00927102 0.00847525
threshold=-0.75394436717033375 1.4510143995285036 0.85945725440979015 -1.4049233794212339 0.63191586732864391 -0.83437815308570851
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.011452112344574815 0.0049173663580638714 0.066637414103617038 -0.079036701381821825 -0.023410067108707425 0.097204240200746528 0.0061750682105728462
leaf_weight=0.10772870397655721 0.027672087483313845 0.016080572579483032 0.025347329078982739 0.11991862955400512 0.01794430057941554 0.5028911629936399
leaf_count=164 44 18 34 150 16 574
internal_value=0 -0.0145185 -0.0243251 0.00325903 0.0412206 0.000478612
internal_weight=0 0.149157 0.133076 0.668426 0.0456164 0.62281
internal_count=1000 216 198 784 60 724
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=7
num_cat=0
split_feature=9 11 4 9 16 16
split_gain=0.00392943 0.0210038 0.0158901 0.0154001 0.0128315 0.00427788
threshold=-2.3239196538925166 2.9679244756698613 -3.4333997964859004 -2.1211913824081416 -0.77104368805885304 0.81611305475234996
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=0.021964218073800123 0.098933886464101353 0.059701050526748456 0.072701691922357481 -0.0036202545852016457 -0.069865766913606339 0.019513685174423923
leaf_weight=0.020973827171161474 0.020705136964764392 0.025797815599673868 0.027554417345328375 0.65232520154631235 0.055430868775658837 0.01008583688459197
leaf_count=21 64 39 22 760 72 22
internal_value=0 -0.0183155 0.00265513 -0.00052705 -0.0446575 0.0729191
internal_weight=0 0.102203 0.710671 0.67988 0.0764047 0.030791
internal_count=1000 132 868 782 93 86
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=8
num_cat=0
split_feature=9 4 13 11 6 30 24
split_gain=0.00406014 0.0171322 0.0152513 0.0131001 0.0133616 0.0130005 0.00954905
threshold=0.12808340787887576 -1.3023312687873838 0.17688041925430301 2.6943253278732304 -2.2170965671539302 0.20613317191600802 0.93124806880950939
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.059093778715033601 0.080447304561453228 0.016669587827739387 -0.026428073630471345 -0.0067049048153574355 -0.024621997618467173 0.058849282091858281 -0.026456493830158818
leaf_weight=0.020530427203164336 0.043292763179551663 0.20029550605273672 0.13915857843776092 0.073959889813750124 0.26715900780495039 0.051191491769657205 0.010353821434634369
leaf_count=37 105 221 163 77 329 46 22
internal_value=0 0.00730096 -0.000998219 -0.00689874 -0.0186478 0.0201092 0.0598148
internal_weight=0 0.393101 0.339454 0.412841 0.287689 0.125151 0.0536466
internal_count=1000 511 384 489 366 123 127
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=6
num_cat=0
split_feature=3 6 0 11 10
split_gain=0.00387497 0.00438987 0.0101127 0.00768083 0.00289511
threshold=-2.7369303703308101 2.090929508209229 0.44619986414909368 4.8875966072082528 -1.9995312094688413
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.012244683261904948 -0.00019530602356537924 -0.071167480093974958 0.0063075392616255667 0.033429522190475486 -0.10010954700181951
leaf_weight=0.0087852317238343858 0.63430913462510619 0.026811338404897356 0.0453372456290424 0.076082477780406776 0.0065429222193166279
leaf_count=27 743 56 79 70 25
internal_value=0 0.00101897 -0.0224832 0.00340589 -0.0497504
internal_weight=0 0.78254 0.0721486 0.710392 0.0153282
internal_count=1000 948 135 813 52
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=8
num_cat=1
split_feature=8 4 18 16 9 28 22
split_gain=0.00406897 0.00894187 0.018024 0.0132463 0.00734474 0.0116518 0.00938102
threshold=0 1.581968426704407 0.091590221971273436 0.5102781653404237 1.3687919378280642 0.090201854705810561 1.4618691205978396
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0046146540579293091 -0.016701773151256531 0.025770100871480975 -0.058652360176057274 0.057764349703444462 -0.01835417518178413 0.062739137663199995 0.036498064892645628
leaf_weight=0.17522344835443304 0.34714007069789687 0.05035777043227907 0.050800768660348439 0.064025141335587676 0.034409342978422686 0.036527432998106235 0.036644801382522019
leaf_count=274 347 52 51 126 68 55 27
internal_value=0 0.0082992 -0.016626 0.018838 -0.00615815 0.0234032 -0.0116221
internal_weight=0 0.340407 0.101159 0.239249 0.454722 0.0709368 0.383785
internal_count=1000 503 103 400 497 123 374
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=6
num_cat=0
split_feature=0 30 18 25 9
split_gain=0.00382033 0.00840401 0.0089989 0.00736176 0.00706186
threshold=-1.608339190483093 -1.0374191403388975 0.21781289577484134 -2.5403696298599239 1.2183623313903811
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.068639625453532124 0.10035903739082991 -0.0092326526476737159 -0.095420960484509723 -0.0043865706959020203 0.019138235994195903
leaf_weight=0.0085387687811575574 0.0075435878825373939 0.036208018665823016 0.018204993075285891 0.55177757026268059 0.16599250529417731
leaf_count=18 3 73 61 638 207
internal_value=0 -0.0235948 -0.0380687 0.00208663 0.00105381
internal_weight=0 0.0629518 0.054413 0.725314 0.71777
internal_count=1000 152 134 848 845
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=7
num_cat=0
split_feature=3 10 19 30 4 9
split_gain=0.00374125 0.00914399 0.00818304 0.00816552 0.00839476 0.00742122
threshold=-2.0779349803924556 0.69830441474914562 0.79595398902893078 1.2294318079948428 -0.072602182626724229 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.026279313795928412 -0.022152626118271384 -0.10013695326768685 -0.079859040753944302 0.011966609481450369 -0.056247565542085966 0.0094843545695282444
leaf_weight=0.027611122714373271 0.085140056123698571 0.012594147329377137 0.0098571028605647371 0.029808900444407982 0.04569868443454439 0.57417787302469092
leaf_count=64 115 27 17 51 45 681
internal_value=0 -0.0264214 -0.00164346 0.00183159 -0.029318 0.00539896
internal_weight=0 0.0500624 0.0374682 0.734826 0.0755076 0.659318
internal_count=1000 108 81 892 96 796
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=8
num_cat=0
split_feature=20 9 19 15 5 20 7
split_gain=0.00356219 0.00986036 0.010327 0.0092084 0.0078614 0.017059 0.0170587
threshold=0.38202890753746038 -2.2614622116088863 0.12578448653221133 0.010330094024538996 -0.95051786303520192 -0.58664342761039723 -1.2958345413208006
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.012249329485702277 -0.078391948914172449 0.00025067149228120159 0.044648466756431797 0.018779824406094159 -0.022973994749367149 -0.043384447980629431 0.02567407122382603
leaf_weight=0.098394732428680243 0.022474582707445734 0.13144588150998082 0.087109386814908873 0.017227721774965232 0.12153577456658837 0.12530564267791178 0.17713394222489076
leaf_count=121 27 172 128 28 126 159 239
internal_value=0 0.00961814 0.0179463 -0.0362269 -0.0047389 -0.0189139 0.00587802
internal_weight=0 0.258258 0.218555 0.0397023 0.52237 0.2237 0.29867
internal_count=1000 355 300 55 645 280 365
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=8
num_cat=1
split_feature=8 4 22 26 31 12 25
split_gain=0.00367691 0.0083201 0.0123615 0.0114682 0.00724044 0.0102199 0.00830716
threshold=0 -0.1948781609535217 0.27585406601428991 -0.25996835529804224 1.3691098093986513 0.53920793533325206 -0.61387494206428517
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0079084656552002221 -8.464514826525458e-06 0.019921619051049964 0.077620906512003984 -0.027068359653014615 0.085765692679851124 -0.035223184214175883 0.0001528113049417219
leaf_weight=0.084578892976228559 0.27756845203946012 0.1015421630242237 0.036375562100239289 0.10631949184718514 0.017382618396368343 0.11721605247133482 0.032569904914238279
leaf_count=172 322 100 102 129 18 125 32
internal_value=0 0.00802085 0.0288736 -0.00411336 -0.00592544 -0.0104641 0.0299446
internal_weight=0 0.328816 0.120954 0.207862 0.444737 0.394785 0.0499525
internal_count=1000 503 274 229 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=8
num_cat=0
split_feature=11 5 7 6 4 9 16
split_gain=0.00395517 0.0109297 0.015515 0.0149314 0.0105354 0.0131155 0.0115697
threshold=-1.102678596973419 -0.15890216827392575 -1.6289549469947813 -0.69330593943595875 -2.1853830814361568 -0.25800773501396174 -0.047902289777994149
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.061664055222645155 -0.046367000391513598 -0.0078016985990907416 0.059302523539553148 0.0046759053582863608 -0.065810161996273542 -0.0031194819283599491 -0.020999053761945091
leaf_weight=0.034140893680962847 0.068461217491724735 0.063311580600824868 0.075594974113389446 0.35184782604853382 0.054367747515527753 0.086413556673334391 0.033590366891892209
leaf_count=68 96 50 105 361 88 151 81
internal_value=0 0.00439884 0.0287174 -0.00363812 -0.0117385 -0.0273297 0.0206684
internal_weight=0 0.559216 0.138907 0.420309 0.208513 0.140781 0.0677313
internal_count=1000 612 155 457 388 239 149
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=6
num_cat=0
split_feature=11 4 2 4 0
split_gain=0.003731 0.00598109 0.00485274 0.0062323 0.00379432
threshold=-5.2096197605133048 -4.2021732330322257 -2.481732845306396 -1.6822952032089231 -0.10111981630325316
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.061572486657564977 0.050787890012613746 -0.017221083726794043 0.017697891390080225 -0.0048707407907110064 -0.092455661570987183
leaf_weight=0.0055277081369240469 0.019437877865470909 0.014241410142025401 0.15729224492078497 0.5509495941745215 0.012664795416753805
leaf_count=24 19 54 247 638 18
internal_value=0 -0.0331699 0.00149436 0.000141489 -0.0526341
internal_weight=0 0.0324339 0.72768 0.708242 0.0269062
internal_count=1000 96 904 885 72
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=5
num_cat=0
split_feature=5 11 3 15
split_gain=0.00373083 0.00574164 0.0108913 0.00684238
threshold=-4.0636310577392569 4.6643924713134775 -0.40226960182189936 0.14212975651025775
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.050947591474339894 -0.01251970732160753 -0.027533927803089626 0.042862144569923162 0.0082310265844382884
leaf_weight=0.014100209698736599 0.33308844898878975 0.030957627724319536 0.075766789047349903 0.30387571650896206
leaf_count=36 461 33 76 394
internal_value=0 0.000976459 0.0224423 -0.00262018
internal_weight=0 0.743689 0.106724 0.636964
internal_count=1000 964 109 855
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=6
num_cat=0
split_feature=13 13 7 13 20
split_gain=0.00363696 0.00823716 0.00706345 0.00652999 0.00628273
threshold=-1.2598152160644529 -1.3131613731384275 -2.1114803552627559 -1.187853932380676 -1.0864183306694029
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.058871466107645154 -0.071396627328259785 0.091436378778679092 0.027617651658756626 0.024167615320090919 -0.004397315631874673
leaf_weight=0.013088026282559895 0.013315302505134241 0.013786228967731518 0.03390204974362554 0.08849646707857961 0.59263016802979296
leaf_count=22 16 12 62 118 770
internal_value=0 0.0234688 0.00352806 -0.00204178 -0.000685971
internal_weight=0 0.0607763 0.0469901 0.694442 0.681127
internal_count=1000 96 84 904 888
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=8
num_cat=0
split_feature=31 27 11 27 2 21 31
split_gain=0.0036295 0.0134841 0.0130105 0.0116695 0.0113613 0.0067062 0.0052974
threshold=-0.14971926808357236 1.0865690112113955 -1.9419997930526731 1.2188372015953066 0.30985975265502935 0.20269078016281131 -0.6441834270954131
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.02718491887919422 0.012576872827756267 -0.014101302910443383 0.023519159234688933 0.0028061557733387072 -0.02556448830536788 0.082055127071098202 -0.090835129232271189
leaf_weight=0.062748937005935979 0.11792342544461576 0.018835565326712711 0.26153095456100317 0.021216917419703218 0.23124431592100458 0.021496874540332556 0.017223737460152932
leaf_count=131 168 32 261 41 318 29 20
internal_value=0 0.00725715 0.0137078 -0.00664759 -0.0126831 0.0426904 -0.0507532
internal_weight=0 0.360339 0.32428 0.391882 0.349168 0.0427138 0.0360593
internal_count=1000 444 392 556 486 70 52
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=8
num_cat=1
split_feature=8 4 17 12 6 11 9
split_gain=0.00359711 0.00736164 0.0111691 0.0104989 0.00699462 0.00898996 0.00699684
threshold=0 -0.1948781609535217 0.1796948313713074 -0.52472046017646778 1.8600274920463564 3.7105647325515752 -1.8467977046966551
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.013353255674829166 -0.010126910621139368 0.01651437879286876 -0.031292188095726807 0.050120303260717473 0.028660848822166698 0.02742495013354734 -0.08968181679810279
leaf_weight=0.039768657723140421 0.32542127455551961 0.11699110187336714 0.083929517401067466 0.075591881923925186 0.006886829017787476 0.079284516285344608 0.018196066468803451
leaf_count=90 356 138 91 184 20 78 43
internal_value=0 0.00810464 -0.00345561 0.0282388 -0.00594621 -0.00277026 -0.0571893
internal_weight=0 0.316281 0.200921 0.115361 0.429789 0.404706 0.0250829
internal_count=1000 503 229 274 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=5
num_cat=0
split_feature=13 11 5 3
split_gain=0.00357943 0.0038996 0.0116445 0.0110791
threshold=-1.9400736093521116 -0.056552402675151818 -0.15890216827392575 2.6009738445281987
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.058556022404437018 -0.01561303148124684 -0.0034981679504132268 0.035187687525321525 0.072781224676763831
leaf_weight=0.010296511387101859 0.24799350845433787 0.36887576373466091 0.098605666597393338 0.015039236010451873
leaf_count=24 426 391 115 44
internal_value=0 -0.000818657 0.00466182 -0.010559
internal_weight=0 0.730514 0.467481 0.263033
internal_count=1000 976 506 470
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=4
num_cat=0
split_feature=16 16 22
split_gain=0.00347386 0.00548229 0.00483286
threshold=1.8939462900161745 1.6985672116279604 -1.0270571708679197
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.020999199315552251 0.044432663176654646 -0.049549523805628486 -0.0028586247913107432
leaf_weight=0.098922875814029254 0.017196000954445623 0.022573846463379343 0.5992614182572511
leaf_count=144 27 20 809
internal_value=0 -0.00104652 0.000521693
internal_weight=0 0.720758 0.698184
internal_count=1000 973 953
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=5
num_cat=0
split_feature=30 17 29 17
split_gain=0.0033445 0.00427816 0.0153335 0.0089995
threshold=-1.6789452433586118 0.75022095441818248 -0.15634847432374951 0.6071450710296632
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.037909862237981054 0.0020417882226926071 0.020174716956882194 -0.044415120147190089 0.056126110664180412
leaf_weight=0.022545439861466399 0.53396153445865957 0.069544717450057192 0.077953722391924885 0.032647426203197938
leaf_count=36 722 95 114 33
internal_value=0 0.00120896 -0.0139614 0.00515807
internal_weight=0 0.714107 0.147498 0.566609
internal_count=1000 964 209 755
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=7
num_cat=0
split_feature=3 10 7 30 26 9
split_gain=0.00327121 0.00802334 0.0074426 0.00647186 0.00826538 0.00691602
threshold=-2.0779349803924556 0.69830441474914562 -2.702191829681396 1.2294318079948428 0.18188352137804034 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.080147930879675477 -0.022491862759279689 -0.10012221516319103 -0.027865114468083603 0.0019022306913591626 -0.067670897313986844 0.0090993217762469283
leaf_weight=0.0083373120456400329 0.079561684782085251 0.011035647835527129 0.02716318863855649 0.041110053239336253 0.02920765051963059 0.53721964295046298
leaf_count=16 115 27 65 53 43 681
internal_value=0 -0.0256489 -0.00249819 0.00174725 -0.0269961 0.00502422
internal_weight=0 0.0465361 0.0355005 0.687099 0.0703177 0.616781
internal_count=1000 108 81 892 96 796
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=5
num_cat=0
split_feature=20 5 12 10
split_gain=0.00344624 0.00428208 0.0102471 0.00650941
threshold=1.9680437445640566 -3.3303779363632198 0.095968864858150496 1.8433723449707033
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.078673247202156779 0.045476774157722367 -0.004057896954819883 0.017941969985835318 0.020381506610101061
leaf_weight=0.022382112293759082 0.016289696706962786 0.53257514287948138 0.021544478818711355 0.13702321311100896
leaf_count=43 18 643 43 253
internal_value=0 -0.00104091 -0.0312868 0.000943259
internal_weight=0 0.713525 0.0439266 0.669598
internal_count=1000 982 86 896
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=8
num_cat=0
split_feature=4 9 17 9 11 5 16
split_gain=0.00349652 0.0137331 0.0112558 0.00895699 0.013827 0.0107832 0.00618186
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -1.8577739000320432 2.4154888391494755 1.4048260450363161 -0.77104368805885304
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.018903111905991185 -0.048579356235112857 0.052748704912323585 0.0052741145496812344 -0.016381480682728617 0.079094038259504562 0.039228210012456383 -0.052334061381913301
leaf_weight=0.016519864966031861 0.012320315336467047 0.069703243720861785 0.1761411782423683 0.34034667618222469 0.02723164086557972 0.038849970586123272 0.046387449231701794
leaf_count=19 19 128 274 394 36 55 75
internal_value=0 0.00806596 0.0187344 -0.00596067 0.0393242 -0.0106841 -0.0336267
internal_weight=0 0.308752 0.245844 0.418749 0.039552 0.379197 0.0629073
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=8
num_cat=0
split_feature=9 6 7 7 16 7 9
split_gain=0.00357454 0.0142782 0.0148148 0.00779703 0.00918419 0.00833174 0.00777442
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 -3.3866791725158687 -1.4427587389945982 -3.9560654163360591 1.6154040694236758
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0010636666697199824 0.022145040472352995 0.054010679989178481 -0.0060825570936289307 -0.044280044804249991 0.0031662349975738915 -0.10018155814123038 -0.076054470636992874
leaf_weight=0.015583397982553038 0.011842639842313929 0.082114513549029766 0.081984161844074532 0.044942949201852933 0.44233868841087354 0.016989522941003088 0.025254988375510656
leaf_count=32 22 114 102 63 566 16 85
internal_value=0 0.0113217 0.0239879 -0.0043762 -0.00120983 -0.0517442 -0.0447063
internal_weight=0 0.201196 0.164099 0.519855 0.487282 0.0325729 0.0370976
internal_count=1000 323 216 677 629 48 107
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=6
num_cat=0
split_feature=4 3 11 3 31
split_gain=0.00326082 0.00736441 0.0061466 0.0129117 0.00804327
threshold=3.1555353403091435 1.4348896741867068 4.5497055053710946 -0.40226960182189936 1.7282394766807558
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0046328381539533199 0.014924374431462148 -0.078401022589875927 -0.028691564158898081 0.052627738748204811 0.053201400703855067
leaf_weight=0.56713811660755153 0.017448511678237799 0.016405556089125639 0.02900942255382688 0.059722408932950444 0.025111847061879189
leaf_count=816 31 22 30 67 34
internal_value=0 -0.0303008 0.00149674 0.0260417 -0.00218062
internal_weight=0 0.0338541 0.680982 0.0887318 0.59225
internal_count=1000 53 947 97 850
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=8
num_cat=1
split_feature=8 7 10 19 5 9 2
split_gain=0.00336603 0.00807695 0.0110461 0.00876386 0.00762515 0.0114807 0.0108405
threshold=0 -0.24360075592994687 -3.6609367132186885 0.93067857623100292 -1.2619942426681516 1.3687919378280642 2.1161124706268315
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.066039696938627407 -0.042172790736835261 0.059537553205887987 0.0066287274819156325 -0.030481453101114941 -0.004953341122153624 0.051736027358794824 0.017593608179596439
leaf_weight=0.023159126763857785 0.10174232124413995 0.049317536406814355 0.2161397264804692 0.01385284427552147 0.22120546226237892 0.042605254687844152 0.043249077924381041
leaf_count=25 153 166 272 40 237 56 51
internal_value=0 0.00799189 -0.000404057 0.039797 -0.00592299 0.00420195 -0.0243452
internal_weight=0 0.302469 0.239299 0.0631704 0.408802 0.263811 0.144991
internal_count=1000 503 297 206 497 293 204
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=7
num_cat=0
split_feature=4 9 7 11 25 5
split_gain=0.00335646 0.0184069 0.0127151 0.0117965 0.00820796 0.00861223
threshold=-1.6822952032089231 -0.89385390281677235 1.5853881835937502 -3.5487818717956539 -1.7371324896812437 1.4048260450363161
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.026068984382525126 0.064588416172998098 -0.021921618941370655 0.062706586558856595 0.087152385406466318 -0.011097222706977206 0.026626690610579658
leaf_weight=0.092692233981267691 0.016982432319524232 0.013114620617565187 0.019533571991445342 0.040646620699150482 0.45264509872757275 0.06985745692973433
leaf_count=124 22 55 30 99 561 109
internal_value=0 0.0124314 -0.0106171 0.0605447 -0.00382988 -0.00605362
internal_weight=0 0.165987 0.112226 0.0537612 0.539485 0.522503
internal_count=1000 308 154 154 692 670
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=8
num_cat=0
split_feature=31 27 31 14 14 0 4
split_gain=0.003295 0.0114653 0.0107376 0.013549 0.0104424 0.0100487 0.00435644
threshold=-0.1249653398990631 1.0865690112113955 0.18357837945222857 -0.2194641828536987 0.10202293097972871 0.38903948664665228 -0.77281033992767323
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=-0.0092955669712871374 0.027246516644882868 -0.088376877803051188 -0.016261732758639791 -0.068977379445295486 0.021993041330808847 0.027685612045921057 -0.01634778547319244
leaf_weight=0.12115675431164163 0.020525846599412034 0.014974761181656859 0.14969918591489773 0.050973158540676966 0.13634650090302802 0.18670601652296215 0.019115516906101249
leaf_count=184 37 31 227 78 202 217 24
internal_value=0 0.00703878 -0.00669128 -0.0413535 0.00197278 0.013132 -0.0479878
internal_weight=0 0.341953 0.357545 0.071499 0.286046 0.307863 0.0340903
internal_count=1000 456 544 115 429 401 55
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=4
num_cat=0
split_feature=10 20 2
split_gain=0.00424036 0.00471756 0.0047425
threshold=-8.2502570152282697 1.8299899697303774 -2.481732845306396
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.073046887984806547 0.046744207249526964 0.05666304315453552 -0.0018919781667273167
leaf_weight=0.0078561512936232702 0.020686776336930279 0.014811999791817243 0.65010513998013908
leaf_count=16 26 24 934
internal_value=0 0.000840566 -0.000392071
internal_weight=0 0.685604 0.670792
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=4
num_cat=0
split_feature=10 20 5
split_gain=0.00363629 0.00395508 0.00431791
threshold=-8.2502570152282697 1.8299899697303774 -3.3303779363632198
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.069439352241800534 -0.031991612495986393 0.052684564833984072 0.0016842336183777531
leaf_weight=0.007459105990903935 0.040524527394438348 0.014362086319550826 0.62981771780154328
leaf_count=16 86 24 874
internal_value=0 0.000760877 -0.000351589
internal_weight=0 0.684704 0.670342
internal_count=1000 984 960
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=8
num_cat=0
split_feature=11 5 7 7 7 9 18
split_gain=0.00334676 0.00438832 0.0130406 0.0110219 0.00378814 0.00500519 0.00253973
threshold=-5.2096197605133048 -0.94487735629081715 -1.3431769609451292 -1.2958345413208006 1.0000000180025095e-35 -2.432652354240417 0.20851406455039981
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.093424149501103892 0.015070059593019297 -0.012998794277755958 -0.026945289021683055 0.022692229188969827 -0.064821540237460729 0.070968773006963845 -0.018628959266897852
leaf_weight=0.010376588094942463 0.13725564667839851 0.14146308015736508 0.15997004417304828 0.2227930843185183 0.0047230366062649409 0.006382865431078244 0.008070934439333044
leaf_count=28 175 171 246 312 8 33 27
internal_value=0 0.00147371 -0.00754305 0.00883121 -0.0329216 0.0132209 -0.0607007
internal_weight=0 0.661482 0.297226 0.364256 0.0295534 0.0111059 0.0184475
internal_count=1000 904 421 483 96 41 55
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=8
num_cat=1
split_feature=8 4 18 16 31 12 20
split_gain=0.00342545 0.00734216 0.0134901 0.00984467 0.0062816 0.00862505 0.006573
threshold=0 1.581968426704407 0.091590221971273436 0.5102781653404237 1.3691098093986513 0.079420387744903578 -0.41391812264919275
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0054434573950550916 0.0043611996406765462 0.022733585349451319 -0.055488599650163541 0.055175571691299823 0.075043795483870218 -0.027095349101537731 -0.0031108290554258248
leaf_weight=0.15087842878414204 0.18336328939063629 0.044589986311691532 0.043609856647325529 0.054068015177716422 0.018416793220239924 0.16614284668437529 0.025886955041725557
leaf_count=274 252 52 51 126 19 195 31
internal_value=0 0.00818149 -0.0159429 0.0185636 -0.00609553 -0.0105921 0.0293776
internal_weight=0 0.293146 0.0881998 0.204946 0.39381 0.349506 0.0443037
internal_count=1000 503 103 400 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=8
num_cat=0
split_feature=11 10 6 3 5 7 6
split_gain=0.00337239 0.0094455 0.0145932 0.00914247 0.00868505 0.0141363 0.0139801
threshold=-0.056552402675151818 -1.2339448928833006 1.045319199562073 1.2139297127723696 -0.15890216827392575 -0.15783268213272092 -0.69330593943595875
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0045073201146491422 -0.048897253601950845 -0.053246068124493555 0.092566111072094448 0.0080971450540461183 0.0063580866393942101 0.09145860448340816 0.0067140043760885587
leaf_weight=0.12341287164202619 0.053587607000926685 0.06933357296492737 0.017708447451033948 0.037402170608208607 0.0629921387997463 0.028284082590009696 0.2889803768978263
leaf_count=190 84 155 27 113 62 54 315
internal_value=0 -0.00930354 0.00767383 -0.0317503 0.00531818 0.0327285 -0.00198522
internal_weight=0 0.247857 0.141121 0.106736 0.433844 0.0912762 0.342568
internal_count=1000 485 217 268 515 116 399
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=5
num_cat=0
split_feature=3 29 30 17
split_gain=0.00359846 0.00416956 0.00404596 0.00305337
threshold=-2.7369303703308101 -2.0384702682495113 -1.2146136760711668 -0.088628441095352159
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.016633587513414282 0.058005369646025907 -0.0293506845647039 0.0020548179996441045 -0.086880037908053709
leaf_weight=0.0042709754484349114 0.012600895425293857 0.044003353926711508 0.60532117513138539 0.0085625949026981729
leaf_count=17 19 81 848 35
internal_value=0 0.00103216 -7.34667e-05 -0.052431
internal_weight=0 0.661925 0.649325 0.0128336
internal_count=1000 948 929 52
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=6
num_cat=0
split_feature=3 4 6 10 2
split_gain=0.00320655 0.00893879 0.00957285 0.00859477 0.00898398
threshold=-0.49797442555427546 -3.2548031806945796 -1.6460761427879331 -4.9047172069549552 -0.57413148880004872
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.058321931091533656 -0.060572121738369303 0.035977685498447654 -0.026931344680708826 0.045062908742732499 0.0020488688707808421
leaf_weight=0.01720288610647458 0.019462397081952076 0.028683670954919194 0.15436089404951314 0.055297098371176467 0.39834465557762733
leaf_count=34 25 56 234 110 541
internal_value=0 -0.0105962 -0.0170733 0.00450033 0.00729211
internal_weight=0 0.200247 0.183045 0.473104 0.453642
internal_count=1000 324 290 676 651
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=6
num_cat=0
split_feature=27 3 20 27 25
split_gain=0.00328782 0.0110948 0.0108392 0.0078221 0.00567316
threshold=-0.56510543823242176 -1.8786414861679075 0.45991475880146032 -0.53441923856735218 -1.7371324896812437
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.087029243033857076 -0.082703170276651361 0.00047008973479969221 0.051962191897243042 0.060156124266236802 -0.0044714274169181589
leaf_weight=0.011010643691761857 0.012486787519492282 0.13400641827290549 0.058825995845609214 0.014016201386831018 0.43928525227162496
leaf_count=30 16 182 80 23 669
internal_value=0 0.0106036 0.0161784 -0.00462392 -0.00247313
internal_weight=0 0.203843 0.192832 0.465788 0.453301
internal_count=1000 292 262 708 692
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=8
num_cat=1
split_feature=8 4 26 26 6 11 9
split_gain=0.0034328 0.00700942 0.0103514 0.0102101 0.00666894 0.0076848 0.00493932
threshold=0 -0.29410147666931147 -0.81025269627571095 -0.25996835529804224 1.8600274920463564 3.7105647325515752 -1.8467977046966551
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.019112401608890744 -0.010116086918989601 0.021427008139491166 0.051770470980570374 -0.025390176093436106 0.018318914187541308 0.026808788050651018 -0.089690981145960802
leaf_weight=0.029658377050473916 0.29083221926906733 0.089293010937781858 0.067471278334175766 0.097386840997209956 0.0058098427811614775 0.06991188489329403 0.015608566042136118
leaf_count=55 356 102 213 133 20 78 43
internal_value=0 0.00833936 0.0301265 -0.0029965 -0.00617891 -0.00296008 -0.0603928
internal_weight=0 0.28381 0.0971297 0.18668 0.382163 0.360744 0.0214184
internal_count=1000 503 268 235 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=6
num_cat=0
split_feature=11 4 2 4 9
split_gain=0.00341009 0.00512066 0.00412066 0.00530983 0.00295435
threshold=-5.2096197605133048 -4.2021732330322257 -2.481732845306396 -1.6822952032089231 -0.50164487957954396
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.058184829671015972 0.051146212610841228 -0.08928124163787296 0.017671154840817743 -0.0047288502254879648 -0.016761006881370381
leaf_weight=0.004893830419732125 0.016288474024321431 0.011772375462726359 0.13560116197461136 0.48190970108410414 0.010744536932547177
leaf_count=24 19 26 247 638 46
internal_value=0 -0.0345264 0.0014996 0.000190038 -0.0546763
internal_weight=0 0.0274107 0.633799 0.617511 0.0225169
internal_count=1000 96 904 885 72
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=7
num_cat=0
split_feature=13 13 19 30 30 4
split_gain=0.00341088 0.00699317 0.0061443 0.00472128 0.00806354 0.00629558
threshold=-1.2598152160644529 -1.3131613731384275 -0.29766309261322016 -1.3221759200096128 -1.0931476950645445 0.29749429225921636
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.039712776273980788 -0.0053756320864823195 0.090291653084570739 0.038594364193092527 0.058105070004613527 -0.0024057006241090147 -0.094737163850327516
leaf_weight=0.017812997556168497 0.021314846267898702 0.01233177355008408 0.022903632460028689 0.022941768980203392 0.54941480350542904 0.012511420393252592
leaf_count=37 40 12 47 39 798 27
internal_value=0 0.0243175 0.00433601 -0.00212571 1.97526e-05 -0.038428
internal_weight=0 0.0530484 0.0407166 0.606183 0.572357 0.0338263
internal_count=1000 96 84 904 837 67
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=7
num_cat=0
split_feature=11 10 6 12 12 2
split_gain=0.00340859 0.00892636 0.0124188 0.0082084 0.0142249 0.00739848
threshold=-0.056552402675151818 -1.2339448928833006 1.045319199562073 1.5428019762039187 1.1381492614746096 2.1295372247695927
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3
right_child=3 5 -4 -5 -6 -7
leaf_value=-0.0036565134554018249 0.0065622300398666114 -0.018329423281549604 0.091036057560250683 0.056583891897713783 -0.072132972797897515 -0.085340908990246711
leaf_weight=0.11962367751389458 0.3644034322063372 0.081834359918062205 0.015663503107739674 0.029190905551615742 0.024514785089195357 0.02062894034325069
leaf_count=190 456 219 27 27 32 49
internal_value=0 -0.00955595 0.00730696 0.00544047 0.00160181 -0.0318208
internal_weight=0 0.23775 0.135287 0.418109 0.388918 0.102463
internal_count=1000 485 217 515 488 268
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=8
num_cat=1
split_feature=8 4 11 16 6 29 10
split_gain=0.00328618 0.00671756 0.0104362 0.00878598 0.0063799 0.0134231 0.00932608
threshold=0 0.61790910363197338 -0.63245621323585499 -0.23371669650077817 0.77008655667305004 -0.19384890794754026 1.819823205471039
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0017784827026080447 -0.0060177681399555113 0.021585527759906256 0.054056671822637806 -0.028819281111507777 0.010497975956267525 -0.062125696979530069 0.045086834528215075
leaf_weight=0.071723891562760489 0.23114755182909441 0.061046518875357947 0.062773132999711878 0.079769789079203068 0.048733775061634788 0.05326974703040932 0.042233609135307493
leaf_count=195 279 67 136 105 60 95 63
internal_value=0 0.00829804 0.0242812 -0.00696785 -0.00608609 -0.0274286 0.00187719
internal_weight=0 0.275313 0.134497 0.140816 0.375385 0.102004 0.273381
internal_count=1000 503 331 172 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=8
num_cat=1
split_feature=3 1 2 6 19 6 10
split_gain=0.00310245 0.00828117 0.0182927 0.0109901 0.00746981 0.010716 0.0095704
threshold=-0.24213722348213193 0 1.5583510398864748 -1.054078161716461 0.82704880833625805 -1.377050459384918 -4.9047172069549552
decision_type=2 1 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.029807124286164804 -0.082025219515251838 -0.015693421240654599 0.086125261942744932 -0.039805699767243137 -0.057807235419914504 0.052458387471882466 0.0025072220351199069
leaf_weight=0.02881919344432049 0.013934661401435733 0.058453081466618428 0.025274642737372233 0.10644286186605467 0.010419651329550916 0.057179489643286008 0.34465874269971364
leaf_count=59 19 100 35 170 27 102 488
internal_value=0 -0.00967424 0.0150423 -0.0249739 0.00497042 0.0354622 -0.000777643
internal_weight=0 0.21899 0.0837277 0.135262 0.426193 0.0675991 0.358593
internal_count=1000 364 135 229 636 129 507
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=7
num_cat=0
split_feature=18 27 24 18 11 19
split_gain=0.00303801 0.00875683 0.0133711 0.00713311 0.0109761 0.00565628
threshold=-1.5012420415878294 0.40907128155231481 -0.17995110899209973 -0.79747301340103138 2.3344395160675053 0.61862421035766613
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=0.068778299907434268 -0.057185200622406167 0.079666373184621636 -0.071246606717720651 -0.0034483968404937868 0.020556079764046331 0.021205003752859271
leaf_weight=0.012087318976819361 0.051496877826598397 0.017788439296978709 0.015648105030322768 0.39155223499539593 0.028055228433117918 0.12207818950450733
leaf_count=17 104 27 24 570 44 214
internal_value=0 0.0249015 -0.0102226 -0.00190449 -0.0297686 0.00241115
internal_weight=0 0.0455239 0.0277354 0.593183 0.0795521 0.51363
internal_count=1000 68 41 932 148 784
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=8
num_cat=0
split_feature=25 21 31 18 4 0 28
split_gain=0.00311831 0.00899588 0.011665 0.0109687 0.00898714 0.0133895 0.0122065
threshold=0.10375598073005678 0.099660724401474013 -0.023028294555842873 0.96616727113723766 1.6072534918785097 0.58521056175231945 -1.6252390146255491
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.089677724891520844 0.055905515858864274 -0.00025188388953355776 -0.0012258764012376558 -0.08928717644038886 -0.085163412872509753 0.0057491144483833266 0.0058633151093184788
leaf_weight=0.014044141077924621 0.066746703685238273 0.1162675429990081 0.076928493761107664 0.015705656871695339 0.032503612184360153 0.032297340108016215 0.27958704959573311
leaf_count=19 116 193 120 34 52 43 423
internal_value=0 0.00800151 0.0253155 -0.0108477 -0.00614503 -0.0398518 0.00129366
internal_weight=0 0.275648 0.143675 0.131973 0.358432 0.064801 0.293631
internal_count=1000 463 236 227 537 95 442
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=8
num_cat=0
split_feature=9 6 7 7 2 7 9
split_gain=0.00323261 0.0121865 0.0127856 0.00645762 0.00720659 0.00647395 0.00626764
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 -3.3866791725158687 3.5917694568634038 -3.9560654163360591 1.6154040694236758
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0023567757977454402 0.021270093684858684 0.054166446989962792 -0.0057011217165183689 -0.0044172574623961578 0.055832794993480886 -0.10014610525008399 -0.074260453559453682
leaf_weight=0.013383749132117373 0.01000289390478315 0.070876639609423364 0.071820505435450377 0.40495111333194367 0.020875907845994135 0.013699817780434387 0.021912894436787678
leaf_count=32 22 114 102 581 48 16 85
internal_value=0 0.0115408 0.0240347 -0.00447492 -0.00146354 -0.051822 -0.0443197
internal_weight=0 0.174613 0.142697 0.452911 0.425827 0.0270836 0.0319158
internal_count=1000 323 216 677 629 48 107
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=8
num_cat=1
split_feature=8 7 22 27 5 15 11
split_gain=0.00300197 0.00692833 0.00798424 0.00767818 0.00591214 0.0122169 0.0101473
threshold=0 -0.80342191457748402 0.18504730612039569 -0.99950659275054921 -2.1253163814544673 0.34292693436145788 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.051633177170506799 -0.0043351497112661874 0.010006123234891834 0.077213246937748892 0.0060153244992103587 -0.0083811187150948131 -0.094342249928623265 0.040259537789060079
leaf_weight=0.027126094612533791 0.049501985745135091 0.051737878437410068 0.02685055110333523 0.15580806074333986 0.23729209957368269 0.021686886795258431 0.052351800052861108
leaf_count=41 89 144 99 219 316 39 53
internal_value=0 0.00813522 0.0329681 -0.00253299 -0.00593544 -0.0317548 0.000410456
internal_weight=0 0.261523 0.0785884 0.182934 0.360833 0.0711889 0.289644
internal_count=1000 503 243 260 497 128 369
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=8
num_cat=0
split_feature=6 0 2 29 29 15 7
split_gain=0.00326198 0.00759364 0.00782388 0.00520406 0.00679402 0.00416243 0.00346027
threshold=2.090929508209229 0.44619986414909368 1.9586753249168398 -1.5866907835006712 -1.1724481582641599 -0.35176825523376459 -0.7118559181690215
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.092338374505439594 -0.099121976048285002 -0.042670759996013795 0.049991639829055967 -0.056468667200947842 0.0025587984017143603 0.0066273588945651692 -0.014411940596629876
leaf_weight=0.01127052491528957 0.014014454887625427 0.017676750179255407 0.018806363513064639 0.020264342865826013 0.51647516497320689 0.011394006555636604 0.0073517583851980808
leaf_count=16 44 44 41 37 763 34 21
internal_value=0 -0.0226314 0.00509498 0.00231223 0.000330245 0.0492494 -0.0699747
internal_weight=0 0.0578493 0.0364831 0.559404 0.53674 0.0226645 0.0213662
internal_count=1000 150 85 850 800 50 65
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=8
num_cat=0
split_feature=30 31 31 31 17 31 2
split_gain=0.00296991 0.00972761 0.00802814 0.00599508 0.01143 0.00955528 0.0045124
threshold=-0.75394436717033375 0.61904841661453258 -1.2907721400260923 -1.3696160912513731 -0.33829419314861292 -0.14971926808357236 0.23355075716972354
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.033338059381322081 0.026972935114698574 0.091606092350675392 -0.042838178484182005 0.02452956715401242 -0.073086744308982418 -0.0050585325336274661 -0.0027075250664976326
leaf_weight=0.016991328676738249 0.019763060152911294 0.010896503849721739 0.074474237676398491 0.18175197871629489 0.027031241656004568 0.273223384246013 0.0094919800545980593
leaf_count=28 36 18 141 254 44 450 29
internal_value=0 -0.0147638 -0.0286871 0.00325574 -0.0308276 0.00676122 0.0476978
internal_weight=0 0.111854 0.0914656 0.50177 0.0467943 0.454975 0.0203885
internal_count=1000 216 169 784 80 704 47
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=7
num_cat=0
split_feature=13 13 7 27 12 27
split_gain=0.00312123 0.00564257 0.00615931 0.00392625 0.0108564 0.00934021
threshold=-1.2598152160644529 -1.3131613731384275 -2.1114803552627559 -1.4307758212089536 -0.0196370230987668 -1.1444159746170042
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.059930192548487776 0.023139377640331658 0.089782516547897082 0.031361219858376289 0.047804978176461288 -0.093753630193060183 -0.0037503954013712523
leaf_weight=0.010175810858633838 0.015638726957377003 0.010373587165847908 0.027000037943609279 0.037846429635187917 0.016150508299233479 0.49150228681649022
leaf_count=22 31 12 62 49 31 793
internal_value=0 0.0245699 0.00637284 -0.00211424 -0.0362481 -6.43813e-05
internal_weight=0 0.0475494 0.0371758 0.561138 0.0317892 0.529349
internal_count=1000 96 84 904 62 842
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=8
num_cat=0
split_feature=4 9 7 15 11 5 30
split_gain=0.00301019 0.0174845 0.0106109 0.0102095 0.00804834 0.00940853 0.00828851
threshold=-2.1543085575103755 -0.92759951949119557 1.6765210628509524 1.3031024336814883 -1.9419997930526731 0.56105643510818493 1.2294318079948428
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.035703697915175359 -0.071131023792435508 0.10013260817396336 -0.049706494080218544 0.064765319115203487 0.0072864060535952338 -0.0017309149091391885 -0.036399408831251527
leaf_weight=0.049378211993428067 0.034979801936168453 0.027719566374308613 0.0056974966128371376 0.012719814249066985 0.38124224394249562 0.04424068334547826 0.049014171819880659
leaf_count=94 81 85 31 14 529 99 67
internal_value=0 0.0162618 0.0745855 -0.0151242 -0.00308341 -0.0323745 0.00230978
internal_weight=0 0.0955151 0.0334171 0.062098 0.509477 0.0792205 0.430256
internal_count=1000 224 116 108 776 180 596
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=7
num_cat=1
split_feature=8 4 21 11 3 3
split_gain=0.00287485 0.00637717 0.00865573 0.00807503 0.00553176 0.00641249
threshold=0 0.61790910363197338 -0.81699246168136586 -0.63245621323585499 3.0217821598052983 2.6349928379058842
decision_type=1 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.00052920003962820183 -0.0061241477986415599 -0.056504857715630602 0.0062236965850700748 0.051832043346028547 -0.058286386998690577 0.057589658492615305
leaf_weight=0.066047191830392205 0.31041566121441333 0.028118530273916531 0.10105071006106314 0.057295441584362727 0.019071594279702175 0.016643393859652633
leaf_count=195 439 30 142 136 35 23
internal_value=0 0.00809771 -0.00743153 0.0243605 -0.00593463 -0.00288188
internal_weight=0 0.252512 0.129169 0.123343 0.346131 0.327059
internal_count=1000 503 172 331 497 462
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=8
num_cat=0
split_feature=6 0 11 29 0 9 15
split_gain=0.00296964 0.00641802 0.00755929 0.00430721 0.00587246 0.00416767 0.00375776
threshold=2.090929508209229 0.44619986414909368 2.7965720891952519 -1.5866907835006712 -3.1315989494323726 -1.9994176626205442 -0.35176825523376459
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.090581015313805691 0.0069603229402840569 0.082775941966940353 -0.02374336636021547 -0.099835877848754043 0.0015547587462986228 -0.095197573962589335 0.0065682558270136601
leaf_weight=0.010088377204510834 0.0055007892005960448 0.0089885872622446072 0.025742653493892931 0.0057767927523575393 0.51311175274835885 0.014573532044328541 0.011273405150649118
leaf_count=16 11 37 48 40 760 54 34
internal_value=0 -0.0221922 0.00382427 0.00223766 0.000425976 -0.0672041 0.0462444
internal_weight=0 0.0548056 0.0347312 0.54025 0.518889 0.0200743 0.0213618
internal_count=1000 150 85 850 800 65 50
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=6
num_cat=0
split_feature=3 22 4 20 4
split_gain=0.00303844 0.00341451 0.00924993 0.00597883 0.00206458
threshold=-2.7369303703308101 0.63260453939437877 1.4679937958717348 -1.1364628076553343 -0.31387105584144587
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0084840311894353558 0.028473796354596292 0.027443039549877441 -0.031394660539708144 -0.0079092738932639503 -0.094096519646173257
leaf_weight=0.0056128177397454238 0.051291709208744152 0.11625307348237723 0.034693264867215134 0.37822476737690836 0.0056545594134463917
leaf_count=18 79 203 54 612 34
internal_value=0 0.000982218 0.0139199 -0.0035645 -0.0514489
internal_weight=0 0.580463 0.150946 0.429516 0.0112674
internal_count=1000 948 257 691 52
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=8
num_cat=0
split_feature=9 6 11 11 6 9 4
split_gain=0.00311156 0.0111328 0.0126849 0.00617816 0.00774865 0.00725433 0.00567542
threshold=1.2183623313903811 -1.5804541110992429 4.0305128097534189 5.1782035827636728 1.7713328599929812 1.0035436749458315 -0.16142201423645017
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0057476653233077216 0.0084041378162684581 0.045005632122656708 -0.025033257455011629 0.059298639402893566 -0.023284655356677564 -0.07507457474398696 -0.083597293611286344
leaf_weight=0.37111950673188443 0.011484917367008407 0.089707334282003615 0.036331759597885593 0.031094727221898211 0.01790331603569939 0.015733521862790534 0.01611126555174125
leaf_count=604 36 153 48 30 30 33 66
internal_value=0 0.0122205 0.0248164 -0.00433005 0.0291237 -0.00856723 -0.0453083
internal_weight=0 0.153635 0.126039 0.435851 0.048998 0.386853 0.0275962
internal_count=1000 303 201 697 60 637 102
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=6
num_cat=0
split_feature=13 13 22 13 20
split_gain=0.0029768 0.00504379 0.00521563 0.00435717 0.00420653
threshold=-1.2598152160644529 -1.3131613731384275 -0.57212424278259266 -1.187853932380676 -1.0864183306694029
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.079095360619145835 -0.067144048278558077 0.08871884150933565 -0.013385798416950624 0.022375465474293546 -0.004258976894359486
leaf_weight=0.0078415818709913765 0.010098833368715532 0.0096637303613569259 0.027428729925647932 0.068043743546927216 0.46132113358162807
leaf_count=20 16 12 64 118 770
internal_value=0 0.0247125 0.00717536 -0.00207673 -0.000835427
internal_weight=0 0.044934 0.0352703 0.539464 0.529365
internal_count=1000 96 84 904 888
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=7
num_cat=0
split_feature=25 18 18 21 11 24
split_gain=0.00287336 0.00756461 0.00911474 0.00736373 0.0097158 0.00963157
threshold=0.10375598073005678 -1.5012420415878294 0.41391530632972723 0.099660724401474013 1.3141521811485293 1.4340658783912661
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.052675214292749212 -0.0026497007338230176 -0.023304453466818396 0.01221116736905295 -0.020107795256096229 0.051689385836746954 0.06714206375819845
leaf_weight=0.020493243091095792 0.066130422585640503 0.19381257380474026 0.11521998972802994 0.10683605596363854 0.065490240685696754 0.014351894641237095
leaf_count=34 146 318 185 212 90 15
internal_value=0 -0.00616109 -0.0100628 0.00801121 0.0243877 -0.00977508
internal_weight=0 0.329526 0.309033 0.252809 0.131621 0.121188
internal_count=1000 537 503 463 236 227
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=8
num_cat=0
split_feature=5 21 17 6 20 9 6
split_gain=0.00284249 0.00536949 0.00575448 0.00483777 0.00701328 0.00632326 0.00416449
threshold=2.0177078247070317 -0.27858874201774592 0.1796948313713074 -2.2757308483123775 0.24033183604478839 0.3670168817043305 -1.054078161716461
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.080305245775261061 -0.073268942851346303 0.097087059655054292 0.039845130150793488 -0.0096186925169318427 0.024309843750823942 0.012816094899134298 0.011113630553829558
leaf_weight=0.017760833314939717 0.0087773942220028545 0.012335099650613301 0.0092237371776491273 0.28447595081967109 0.010025295477202878 0.22499303859611647 0.010371547230810352
leaf_count=63 24 38 19 439 40 351 26
internal_value=0 0.0254805 -0.0153096 -0.00192707 -0.0425599 0.000289017 0.0578176
internal_weight=0 0.0407078 0.0180011 0.537255 0.0277861 0.509469 0.0227066
internal_count=1000 107 43 893 103 790 64
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=5
num_cat=0
split_feature=19 0 30 9
split_gain=0.00477186 0.00418848 0.00729852 0.00561085
threshold=2.1676498651504521 -1.608339190483093 -0.19639471918344495 1.555183529853821
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.011690355476226912 0.066255313262597967 -0.003475356624890253 -0.070272438153182556 0.024100745322206855
leaf_weight=0.02083613265219264 0.010669406926695046 0.4313039513807102 0.022700914799816729 0.089011575879778704
leaf_count=62 15 674 87 162
internal_value=0 -0.00125096 -0.0310464 0.00124215
internal_weight=0 0.563853 0.043537 0.520316
internal_count=1000 985 149 836
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=8
num_cat=0
split_feature=4 9 19 15 11 5 9
split_gain=0.00302698 0.0159325 0.00933955 0.00885016 0.00644383 0.00791085 0.00762067
threshold=-2.1543085575103755 -1.2797542214393614 1.4531064033508303 1.3031024336814883 -1.9419997930526731 0.56105643510818493 -1.7243103981018064
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.047219926466448445 -0.067777569169457347 0.080047318949585389 -0.049247260689702504 0.05683474242398532 0.029996504411558701 -0.0018276185301800017 -0.0048350879897091662
leaf_weight=0.036168197133179092 0.031972863117943895 0.036830478324449967 0.0065858327315666534 0.010560516509940499 0.077546086393364355 0.042187622159595151 0.33059666911444729
leaf_count=79 81 115 18 12 114 99 482
internal_value=0 0.0168195 0.0604346 -0.023704 -0.00314428 -0.0302607 0.00178283
internal_weight=0 0.090145 0.0434163 0.0467287 0.482303 0.0741605 0.408143
internal_count=1000 224 133 91 776 180 596
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=6
num_cat=0
split_feature=3 18 20 10 4
split_gain=0.00290093 0.00861651 0.00918544 0.00517273 0.00556562
threshold=-0.81044566631317128 1.2640730142593386 0.47881735861301428 -5.7338836193084708 -0.44345408678054804
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.02319254620714311 -0.065357240701650554 -0.10008767599501844 0.038560688560612268 0.019812907680791553 -0.0035557715753257151
leaf_weight=0.084016430351416149 0.010532746985518315 0.010485586753929965 0.033767882927365989 0.16732152220994201 0.26072704189957463
leaf_count=171 17 22 71 364 355
internal_value=0 -0.0132215 -0.00548836 0.00387533 0.0055789
internal_weight=0 0.12827 0.117784 0.438581 0.428049
internal_count=1000 264 242 736 719
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=5
num_cat=0
split_feature=19 19 19 9
split_gain=0.00434821 0.00402418 0.00625323 0.00555139
threshold=2.1676498651504521 1.3722550272941592 0.83948722481727611 -0.37272256612777704
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0024719226013621906 0.064119395184885492 -0.069024171769485859 0.035499561645299056 0.010356368374008607
leaf_weight=0.47004203257517596 0.010380341325515019 0.01979442034286194 0.047778441740711663 0.015875865323875971
leaf_count=803 15 37 108 37
internal_value=0 -0.00120629 0.00103164 -0.0336941
internal_weight=0 0.553491 0.51782 0.0356703
internal_count=1000 985 911 74
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=8
num_cat=1
split_feature=8 7 10 2 6 0 9
split_gain=0.00272154 0.0063251 0.00827191 0.00674941 0.00563182 0.00925701 0.00808658
threshold=0 -0.24360075592994687 -3.6609367132186885 3.4516642093658452 0.77008655667305004 1.5622318387031557 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.063517623923409303 -0.044487590796532743 0.057462394598258609 0.0067960931983034939 -0.040284062925856484 -0.054765377044940014 0.010951379758738635 0.0093912505732892566
leaf_weight=0.018573037431224293 0.03222650792127979 0.040156958100109108 0.16871187623151229 0.0085721819478485894 0.051649204943212013 0.036641001453460831 0.20543278819540989
leaf_count=25 51 190 272 16 102 53 291
internal_value=0 0.00817349 -0.000176915 0.0402673 -0.00592646 -0.0274925 0.0020853
internal_weight=0 0.236014 0.187285 0.0487291 0.32595 0.0882902 0.237659
internal_count=1000 503 297 206 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=7
num_cat=0
split_feature=7 2 5 10 2 3
split_gain=0.00268612 0.00899538 0.00843302 0.00458101 0.007122 0.0050337
threshold=1.332841753959656 -1.1187212467193601 -1.8325304388999937 -5.3222155570983878 -0.92810726165771473 -1.5538635253906248
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.012756932890038489 -0.067673634866162458 -0.038561337477144381 0.056035094479823723 0.03749762388133026 -0.0044509905570127356 -0.08644796689977044
leaf_weight=0.008394672801259162 0.010081587809656289 0.012099111449202837 0.042622429754611169 0.044716542348439248 0.42650185965909726 0.0130904881089009
leaf_count=22 26 31 114 84 696 27
internal_value=0 0.0191277 0.0351195 -0.0025292 -0.000470253 -0.0476867
internal_weight=0 0.0648031 0.0547215 0.492704 0.471218 0.0214852
internal_count=1000 171 145 829 780 49
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=5
num_cat=0
split_feature=25 19 21 27
split_gain=0.00266849 0.00450054 0.00542777 0.00460819
threshold=-1.7371324896812437 -1.3991433978080747 -0.092655561864376054 -0.56510543823242176
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.038410516793574823 -0.083249464929251171 0.015977619860762748 -0.0026347830581376248 -0.0050512430464173461
leaf_weight=0.017503736186955887 0.014337387500804155 0.14757806625461889 0.020006642486620763 0.35458878687386841
leaf_count=32 38 257 41 632
internal_value=0 -0.00126644 -0.0362885 0.00112877
internal_weight=0 0.536511 0.034344 0.502167
internal_count=1000 968 79 889
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=6
num_cat=0
split_feature=11 25 19 4 9
split_gain=0.00265923 0.00447782 0.00500572 0.00372229 0.00278172
threshold=-5.2096197605133048 -2.0748205184936519 -1.3991433978080747 -4.2021732330322257 0.49100649356842047
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.052730510483177812 0.072938957559802606 -0.037619625121870032 0.0027757839948074608 -0.081796195512897588 -0.0015642055859977112
leaf_weight=0.0041025590136456449 0.0086120562582698845 0.032732609171914007 0.48830234258474015 0.011828578145639312 0.006808800256356661
leaf_count=24 13 72 819 36 36
internal_value=0 0.00142017 0.000238052 -0.0335029 -0.052485
internal_weight=0 0.529647 0.521035 0.0227399 0.0186374
internal_count=1000 904 891 96 72
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=7
num_cat=0
split_feature=3 18 20 29 27 15
split_gain=0.00269143 0.00789559 0.00821642 0.00448455 0.0126913 0.00850202
threshold=-0.81044566631317128 1.2640730142593386 0.47881735861301428 -0.5291345715522765 -0.70748955011367787 -0.054635863751173012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.022475923084564756 0.055600784856224841 -0.10008048220264841 0.036738284599306947 -0.0087004702177847903 -0.034399348762806634 0.023541028988647517
leaf_weight=0.082583593698593694 0.019841527313921858 0.009596199285624607 0.032716480941830994 0.14695841879852622 0.074492677241394745 0.18443261481448681
leaf_count=171 52 22 71 228 160 296
internal_value=0 -0.0129274 -0.00567385 0.00376729 -0.0154694 0.00924324
internal_weight=0 0.124896 0.1153 0.425725 0.0943342 0.331391
internal_count=1000 264 242 736 212 524
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=5
num_cat=0
split_feature=27 26 14 22
split_gain=0.00537112 0.00411915 0.00726711 0.00446006
threshold=2.0770738124847417 1.5869815945625307 0.35118725895881658 0.63260453939437877
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0046349418397513753 0.071547530259685285 -0.078576369566489293 0.014197036284604765 0.016981318259647198
leaf_weight=0.37406123463493923 0.010288163919405235 0.018029398534295638 0.015880224843883184 0.12815175422098479
leaf_count=674 15 30 27 254
internal_value=0 -0.00139669 -0.0351296 0.000880968
internal_weight=0 0.536123 0.0339096 0.502213
internal_count=1000 985 57 928
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=7
num_cat=1
split_feature=13 2 1 30 30 4
split_gain=0.00263513 0.00472304 0.005026 0.00385606 0.0064615 0.00494931
threshold=-1.2598152160644529 0.4120739102363587 0 -1.3221759200096128 -1.0931476950645445 0.29749429225921636
decision_type=2 2 1 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=-0.041676064303097421 -0.0057880349530471352 0.0054028630848063988 0.083914231003340098 0.058335208363598505 -0.0022513062283304871 -0.093662090809002188
leaf_weight=0.0086172972185636354 0.017231482441857793 0.017730254571090232 0.015096125566103069 0.018307616894411183 0.45721634365937591 0.010205600032524131
leaf_count=29 40 37 30 39 798 27
internal_value=0 0.0242121 0.0415085 -0.00202196 8.12675e-05 -0.038474
internal_weight=0 0.0414437 0.0328264 0.502961 0.475524 0.0274371
internal_count=1000 96 67 904 837 67
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=5
num_cat=0
split_feature=27 26 14 26
split_gain=0.00461788 0.00346034 0.00639891 0.00433039
threshold=2.0770738124847417 1.5869815945625307 0.35118725895881658 1.4331754446029665
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.00059644643152005335 0.067985209344929895 -0.075474795706876943 0.012890021194526256 0.063135159135853922
leaf_weight=0.48826640386118081 0.0098047151534430554 0.016940578883243518 0.015873940127718811 0.010899478181670474
leaf_count=908 15 30 27 20
internal_value=0 -0.00127271 -0.0327285 0.000795158
internal_weight=0 0.53198 0.0328145 0.499166
internal_count=1000 985 57 928
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=8
num_cat=0
split_feature=5 7 4 6 7 2 14
split_gain=0.00256632 0.0112617 0.0118463 0.0110259 0.0117434 0.0103204 0.00722887
threshold=-0.18700882792472837 -1.6289549469947813 0.92876344919204723 -0.96759614348411549 -0.37251955270767206 0.23355075716972354 -0.81785500049591053
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0018478064022778079 0.042060382105181537 0.0093908448051167933 0.080027942605456676 0.016627101650921784 -0.025090335125951508 -0.096997241890612873 -0.038414978554433293
leaf_weight=0.022052388330776829 0.01384149073835772 0.097007817087637616 0.031435782828009962 0.18966935670846397 0.10473961533769716 0.023597715906778394 0.05766149691182143
leaf_count=44 23 236 57 260 196 76 108
internal_value=0 0.00897159 0.0266788 -0.00530485 0.00178561 -0.051033 -0.0228366
internal_weight=0 0.199947 0.128444 0.340059 0.294409 0.0456501 0.071503
internal_count=1000 424 293 576 456 120 131
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=6
num_cat=0
split_feature=5 11 30 29 2
split_gain=0.00248266 0.00396127 0.00680576 0.00619572 0.00187935
threshold=-3.7824122905731197 4.6643924713134775 0.051054997369647033 0.51327875256538402 2.8269519805908208
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.071913374830735122 -0.010470838582368637 -0.011494383794529724 0.050415074226407564 0.014746773947124057 3.8271725154389701e-05
leaf_weight=0.0083076451779287019 0.30361567937437717 0.031954725178025001 0.039964079085791582 0.14346489430310871 0.0064475392412237662
leaf_count=29 601 54 49 248 19
internal_value=0 0.00112529 0.0229077 -0.00237869 -0.0404728
internal_weight=0 0.518999 0.0719188 0.447081 0.0147552
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=8
num_cat=0
split_feature=4 9 17 9 11 2 7
split_gain=0.00259594 0.0118481 0.00743777 0.00741386 0.00849746 0.00825008 0.00493766
threshold=-0.44345408678054804 -2.2834039926528926 -0.53706440329551686 -1.8577739000320432 2.5579682588577275 -2.481732845306396 -0.15783268213272092
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.071049017770471859 -0.035314651906299142 0.052365236524065696 0.0070438181972038785 0.085136515160287515 0.079729497041087408 -0.014156299562949951 -0.005797712157233785
leaf_weight=0.022130363756616589 0.0095560322812957565 0.050397353844305881 0.12863570242964073 0.0086372492150985636 0.019566307239557545 0.26845207349171674 0.024364655261386758
leaf_count=40 20 128 274 11 35 438 54
internal_value=0 0.00812119 0.0198017 -0.00601675 0.0419796 -0.0110612 -0.0368556
internal_weight=0 0.225528 0.179033 0.306212 0.0291223 0.277089 0.046495
internal_count=1000 496 402 504 55 449 94
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=8
num_cat=1
split_feature=8 4 18 16 28 7 12
split_gain=0.00265674 0.00619252 0.010918 0.00852021 0.00516795 0.00904486 0.00733865
threshold=0 1.581968426704407 0.091590221971273436 0.5102781653404237 0.89896380901336681 -0.50514426827430714 0.53920793533325206
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0050225644518914299 0.0074351934487686139 0.02224697488032075 -0.058135866681146814 0.057706467834757913 0.043158130214880006 -0.030649020864794058 -0.042468694567360021
leaf_weight=0.11378266801853704 0.1212129005168423 0.03460697881389202 0.033019433052308145 0.042038172761737602 0.040522339396332541 0.12843969285371792 0.013292401797798448
leaf_count=274 200 52 51 126 65 211 21
internal_value=0 0.00826881 -0.0170009 0.0192359 -0.00609935 -0.0121581 0.022008
internal_weight=0 0.223447 0.0676264 0.155821 0.303467 0.249653 0.0538147
internal_count=1000 503 103 400 497 411 86
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=8
num_cat=0
split_feature=3 29 2 12 20 14 10
split_gain=0.00295062 0.00763073 0.0097362 0.00889743 0.00461239 0.0060431 0.00509226
threshold=-0.84586244821548451 0.11635308712720872 -0.045516252517700188 -1.1395102143287656 -1.0864183306694029 0.042908877134323127 1.8647432923316958
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.086675309353922994 0.063070252735742821 0.027950523633847923 0.022783681714413154 -0.069325459979939427 -0.0066112845662039165 -0.0076770468940757829 0.021502540675251085
leaf_weight=0.0094305439173085759 0.028132932587414672 0.012694128245584579 0.058752536323041282 0.036263816946113525 0.27128089644846964 0.021150952586999505 0.08449426115474612
leaf_count=29 41 21 124 86 406 54 239
internal_value=0 -0.0139831 0.00764418 -0.0441031 0.00403719 0.0327079 6.55641e-05
internal_weight=0 0.117141 0.0681831 0.0489579 0.405059 0.0492839 0.355775
internal_count=1000 260 153 107 740 95 645
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=8
num_cat=0
split_feature=5 7 9 15 7 5 13
split_gain=0.00271475 0.00926605 0.0135795 0.00967598 0.00787472 0.00893711 0.00792019
threshold=-0.94487735629081715 -1.3431769609451292 0.79456663131713878 0.82407149672508251 0.28290793299674993 -0.81435763835906971 1.3032695651054385
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.026317066032753279 0.061046033171016582 -0.0020428050434014491 -0.071025734983665892 -0.064898338373765144 0.046650312482593187 -0.010296100820876113 -0.038950814547168908
leaf_weight=0.087811778131413387 0.019325065724842716 0.08053508644988483 0.044197006644721704 0.013404699669951725 0.067642481098995288 0.19216381267989968 0.01286442162648882
leaf_count=146 17 157 94 31 181 351 23
internal_value=0 -0.00824363 -0.0264859 0.0142369 0.00635504 -0.00377712 0.0329719
internal_weight=0 0.225949 0.124732 0.101216 0.291996 0.211489 0.0805069
internal_count=1000 428 251 177 572 368 204
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=7
num_cat=0
split_feature=3 9 0 20 14 30
split_gain=0.00256973 0.00673022 0.00608348 0.00399115 0.00868941 0.00521716
threshold=-1.7815890312194822 -1.6665836572647093 0.86551609635353099 -1.1364628076553343 0.042908877134323127 1.2294318079948428
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.085714637999404278 0.064375863208972955 0.010077067780865773 -0.070102961941409345 0.0026682407598328396 -0.015083888661851508 -0.033684340362799235
leaf_weight=0.0050358326749346807 0.029559069047676134 0.016077680012505313 0.022999673646268093 0.36863279842382068 0.025752667109265381 0.04421390681369175
leaf_count=10 45 62 64 674 60 85
internal_value=0 -0.0230925 -0.0371143 0.00215467 0.0273801 -0.00122495
internal_weight=0 0.0441132 0.0390774 0.468158 0.0553117 0.412847
internal_count=1000 136 126 864 105 759
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=8
num_cat=1
split_feature=8 7 4 17 9 4 11
split_gain=0.00252383 0.00627662 0.00626345 0.00592282 0.00523572 0.0120187 0.00802549
threshold=0 -0.80342191457748402 1.5504462718963625 -0.87433335185050953 0.27495875954627996 -1.3023312687873838 3.2451776266098027
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.012355066614416398 -0.028457128822961336 0.085785840556500015 -0.030190003130436863 0.01639920413413843 0.080666959151074621 -0.0046234690570153081 0.018428549402591601
leaf_weight=0.096616489178064313 0.13824868080171981 0.016670864790947704 0.053911392645948686 0.046942929596590188 0.020410726287877878 0.086711275581648373 0.049608783162966574
leaf_count=181 225 62 79 181 37 178 57
internal_value=0 0.0082472 -0.0028824 0.0345829 -0.00601526 0.0116275 -0.0160757
internal_weight=0 0.214142 0.150528 0.0636138 0.294979 0.107122 0.187857
internal_count=1000 503 260 243 497 215 282
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=8
num_cat=1
split_feature=0 1 6 9 28 6 13
split_gain=0.00260624 0.0101305 0.0116129 0.00929464 0.00774925 0.00881014 0.000842256
threshold=-0.53437867760658253 0 -0.75322550535202015 2.2335890531539921 -1.1403951048851011 -0.96759614348411549 0.026189046911895279
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.048871603341931288 0.02789067709324284 0.013985667417156398 -0.025583825461960474 0.093773838906094767 -0.049453217383209139 0.017048853206676547 -0.094836375504838782
leaf_weight=0.006641129375445586 0.055402773303241393 0.16861958218743561 0.15211561598213375 0.015984092049450283 0.028211688493112952 0.067788210636937241 0.0099732117440112233
leaf_count=20 110 258 295 41 103 150 23
internal_value=0 0.00385255 -0.0113073 0.0208942 -0.0134071 -0.00249425 -0.0764632
internal_weight=0 0.392122 0.207518 0.184604 0.112614 0.0959999 0.0166143
internal_count=1000 704 405 299 296 253 43
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=6
num_cat=0
split_feature=3 10 19 2 2
split_gain=0.00252165 0.00515559 0.00482896 0.0037031 0.00573803
threshold=-2.0779349803924556 0.69830441474914562 0.79595398902893078 4.188784360885621 3.4516642093658452
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=0.023189874027566698 0.0025498779108692085 -0.10008260557871461 -0.078821912384361537 0.050055803464057871 -0.053332870941953429
leaf_weight=0.01702624028443861 0.43445864171479665 0.0074591735646869486 0.0063788958124177944 0.015395460964015228 0.019185537931975194
leaf_count=64 815 27 17 34 43
internal_value=0 -0.0276855 -0.00461268 0.00182336 0.000186482
internal_weight=0 0.0308643 0.0234051 0.46904 0.453644
internal_count=1000 108 81 892 858
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=8
num_cat=0
split_feature=9 3 2 6 16 4 7
split_gain=0.00241513 0.00860405 0.0113151 0.00853777 0.0049275 0.00718884 0.00556563
threshold=1.0618134737014773 0.73033910989761364 -0.37953710556030268 -0.85458046197891224 -1.4427587389945982 -0.6461447775363921 -3.3866791725158687
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.00031761834003272011 -0.023743218408535924 0.090103545267004037 -0.025922976581401996 0.061638084405115728 -0.05463553945997475 -0.091658077605431279 0.0026883453050674834
leaf_weight=0.0198850899718086 0.015845803400990732 0.0096299357999327651 0.066082265037925136 0.04488996627658759 0.01792162048552548 0.015205190243250399 0.3083646236697879
leaf_count=39 67 36 136 84 44 28 566
internal_value=0 0.0113255 -0.0111654 0.0393623 -0.0042896 -0.0398969 -0.00046023
internal_weight=0 0.136448 0.0757122 0.0607358 0.361377 0.0350903 0.326286
internal_count=1000 323 172 151 677 67 610
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=5
num_cat=0
split_feature=19 19 13 15
split_gain=0.00377688 0.00346565 0.00514556 0.00414852
threshold=2.1676498651504521 1.3722550272941592 0.72543808817863475 -0.39994606375694269
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0049877799684155868 0.063415657658921112 -0.088057596218922812 0.019982994857935248 -0.0088708282345123235
leaf_weight=0.34480147741070261 0.0092140554756667825 0.0096404486765493402 0.10848586201314836 0.021087354417028692
leaf_count=686 15 23 225 51
internal_value=0 -0.00121463 0.000988509 -0.0337146
internal_weight=0 0.484015 0.453287 0.0307278
internal_count=1000 985 911 74
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=7
num_cat=0
split_feature=3 4 5 6 10 9
split_gain=0.00256197 0.00719882 0.00736361 0.00507116 0.00798918 0.0079739
threshold=-0.24213722348213193 -3.3705158233642574 0.47640135884284979 1.7042843699455263 1.0763437151908877 -2.3239196538925166
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.060201607820354955 -0.036408303655062521 -0.030039017316051787 0.019690599186705428 -0.087601506707663798 0.0085175357950564527 0.015392694001983998
leaf_weight=0.013326897725050912 0.033572938585223255 0.1092573421453249 0.040930226014171567 0.014527578968849042 0.021363978609372225 0.25868540746979241
leaf_count=38 71 220 106 27 83 455
internal_value=0 -0.010236 -0.0164863 0.00508567 -0.0303879 0.0094421
internal_weight=0 0.163514 0.150188 0.32815 0.0358916 0.292258
internal_count=1000 364 326 636 110 526
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=7
num_cat=0
split_feature=0 4 28 9 20 18
split_gain=0.00263615 0.00497457 0.00681563 0.00415105 0.0106435 0.00557536
threshold=-1.608339190483093 -0.97413113713264454 -0.014420712832361458 1.2183623313903811 0.19620216637849811 -0.59103864431381214
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.07300233157379564 -0.023802486357462817 -0.082499209507184104 0.0053541633492014233 -0.0017068330558670738 0.068942302327403948 0.0047100849825207416
leaf_weight=0.0046161477683881449 0.093889299808687987 0.017193464589003227 0.018154993307089917 0.068900902374654294 0.030881645605290942 0.25441452285397492
leaf_count=22 173 72 58 128 80 467
internal_value=0 -0.0246281 -0.0373777 0.00217584 0.0201583 -0.00297581
internal_weight=0 0.0399646 0.0353485 0.448086 0.0997825 0.348304
internal_count=1000 152 130 848 208 640
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=8
num_cat=1
split_feature=8 7 24 9 31 3 25
split_gain=0.00262252 0.00576409 0.00765154 0.00546409 0.00496641 0.00584971 0.00562707
threshold=0 -0.24360075592994687 1.6863377690315249 2.3375082015991215 1.3691098093986513 3.0217821598052983 -0.61387494206428517
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0057080909455561341 -0.0073018836803027606 0.055709292959324946 0.081973381131801498 -0.05480395880540067 0.085205420880045638 -0.073652686753536326 -0.00073992844757847466
leaf_weight=0.14965839747841381 0.23602763761728318 0.036154715321888631 0.010661527165211737 0.0051057368800968552 0.011903363184046611 0.014080107107402373 0.021159929158031332
leaf_count=282 416 191 15 15 18 31 32
internal_value=0 0.00870143 0.000122865 0.0420339 -0.00622207 -0.0110372 0.0302019
internal_weight=0 0.20158 0.16032 0.0412605 0.283171 0.250108 0.0330633
internal_count=1000 503 297 206 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=7
num_cat=0
split_feature=11 5 7 6 4 0
split_gain=0.00251435 0.00385379 0.0113242 0.00929482 0.00319606 0.00225116
threshold=-5.2096197605133048 -0.18700882792472837 -1.6289549469947813 -0.96759614348411549 -4.2021732330322257 -0.10111981630325316
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.046770277870102794 -0.05008683302177093 -0.020296576945186412 0.034532335671306001 0.0017196630789703604 -0.018914311607617099 -0.093133373782610954
leaf_weight=0.0039138718220286242 0.039952088423329091 0.060210473828970379 0.10061951157915411 0.2600528713605168 0.0086948682253398229 0.0077110563774738248
leaf_count=24 116 108 234 446 54 18
internal_value=0 0.00151614 0.0140058 -0.00517948 -0.0344276 -0.0537985
internal_weight=0 0.460835 0.16083 0.300005 0.0203198 0.0164059
internal_count=1000 904 342 562 96 72
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=7
num_cat=1
split_feature=3 1 2 6 26 25
split_gain=0.00240736 0.00623994 0.0114332 0.00759613 0.00481587 0.00486797
threshold=-0.24213722348213193 0 1.5583510398864748 -1.2840110063552854 -1.5425181984901426 0.10375598073005678
decision_type=2 1 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.038103317330732689 0.059091043227343779 -0.012382749416942737 0.083946885443043004 -0.037600219141452042 -0.0081929998572105693 0.017628756656168358
leaf_weight=0.015771447987642517 0.015651767902795655 0.042810394407478469 0.017300046572131578 0.083050363345940903 0.18123615912242808 0.12225993704486005
leaf_count=52 37 100 35 177 334 265
internal_value=0 -0.0100646 0.0153413 -0.0255183 0.00499863 0.002209
internal_weight=0 0.158932 0.0601104 0.0988218 0.319148 0.303496
internal_count=1000 364 135 229 636 599
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=6
num_cat=0
split_feature=18 3 18 11 30
split_gain=0.002419 0.00638723 0.00498234 0.00726782 0.00437995
threshold=-1.5012420415878294 0.24225854873657229 -0.79747301340103138 2.3344395160675053 -0.75394436717033375
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.018211633178979392 -0.05497513785296812 0.070519126744959651 -0.019985597510482775 0.018665419913421712 0.0073686183475362224
leaf_weight=0.016152171044925723 0.038067201009075957 0.016299210867064318 0.072094655020603193 0.020684101197446125 0.31124240682384463
leaf_count=35 104 33 171 44 613
internal_value=0 0.0263548 -0.00193197 -0.0290491 0.00222408
internal_weight=0 0.0324514 0.442088 0.0587513 0.383337
internal_count=1000 68 932 148 784
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=8
num_cat=1
split_feature=8 0 28 28 5 2 11
split_gain=0.0023983 0.00531042 0.00768473 0.0076562 0.00438118 0.00938006 0.00767475
threshold=0 0.23862367868423465 0.032380197197198875 -0.31815470755100245 -2.1253163814544673 3.3849450349807744 4.6643924713134775
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.043275609404972333 -0.050800069860279899 0.054048314101655039 -0.0023187574322904975 0.014003762845480891 -0.0053256913561156851 0.057494252978285733 0.062388706931304411
leaf_weight=0.037701986353570305 0.044693560283456391 0.047128417903985698 0.049686240706248608 0.06123925805038688 0.20370375206183544 0.0097415573729904281 0.018236404146762197
leaf_count=94 114 126 142 141 340 14 29
internal_value=0 0.00846976 0.0251202 -0.00782279 -0.00599717 -0.03142 0.000238273
internal_weight=0 0.195756 0.0968147 0.0989412 0.276375 0.0544351 0.22194
internal_count=1000 503 268 235 497 128 369
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=5
num_cat=0
split_feature=25 4 9 5
split_gain=0.00232112 0.00330917 0.0131704 0.00606138
threshold=-1.7371324896812437 -1.6822952032089231 -0.89385390281677235 1.4048260450363161
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.039336841909771811 -0.010273067782734773 -0.011269108347438063 0.063940533633059668 0.02767472342307736
leaf_weight=0.014538675211911212 0.073254112114655712 0.29847709355226071 0.035501901978127526 0.046145163210939977
leaf_count=32 150 561 148 109
internal_value=0 -0.00125513 0.0139529 -0.0060545
internal_weight=0 0.453378 0.108756 0.344622
internal_count=1000 968 298 670
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=8
num_cat=0
split_feature=13 28 19 30 30 4 21
split_gain=0.00237965 0.00395116 0.00565148 0.00321103 0.00500429 0.00393245 0.00151787
threshold=-1.2598152160644529 0.039898073300719268 -0.29766309261322016 -1.3221759200096128 -1.0931476950645445 0.29749429225921636 0.034177251160144813
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.069408128510598396 -0.0074090808762537902 0.098977309334176783 0.037425735110514301 0.055173902754709493 -0.0022062020157358419 -0.093371642343216849 0.033802481874484779
leaf_weight=0.0079107023328290893 0.014814449642969407 0.0069592000852254365 0.013237260105162463 0.015813611600240307 0.39117521596198401 0.008304901206891202 0.007344554615059451
leaf_count=20 40 19 33 39 798 27 24
internal_value=0 0.0249188 -0.00253702 -0.00203604 2.33105e-05 -0.0382884 0.065512
internal_weight=0 0.0354517 0.021148 0.430108 0.406989 0.0231194 0.0143038
internal_count=1000 96 53 904 837 67 43
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=7
num_cat=0
split_feature=11 5 7 7 22 7
split_gain=0.00229746 0.00712028 0.00831898 0.00806111 0.00667546 0.00777512
threshold=-0.056552402675151818 -0.15890216827392575 -0.15783268213272092 -1.4436311721801756 1.4963601827621462 2.3343892097473149
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.022107329037634647 0.019764752249241915 0.011042299398208852 0.090744594145437424 -0.01801504218224222 0.061129220407550235 0.055188988882350999
leaf_weight=0.14101544933031529 0.095286703162695829 0.042431088299407449 0.018941790508451684 0.1386671555905612 0.01244951544171613 0.014336363114106021
leaf_count=401 162 62 54 237 27 57
internal_value=0 0.00532504 0.0356412 -0.00262777 -0.00932791 -0.0149742
internal_weight=0 0.295327 0.0613729 0.233954 0.167801 0.155352
internal_count=1000 515 116 399 485 458
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=7
num_cat=0
split_feature=3 19 30 4 11 20
split_gain=0.00223759 0.00465641 0.00394079 0.00578987 0.00451456 0.00387285
threshold=-2.0779349803924556 0.80434471368789684 1.2294318079948428 -0.072602182626724229 -1.102678596973419 0.5318211317062379
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.036686074906409398 -0.012243221700905083 -0.10006483943669803 0.01680072948276749 -0.055034742048320699 0.011901149179574381 0.050992723436491708
leaf_weight=0.013800531781598846 0.10750498766704597 0.0066941004227984982 0.018968050051348939 0.027467473797732289 0.27694797271794569 0.0079341090709945661
leaf_count=63 315 23 51 45 481 22
internal_value=0 -0.0271398 0.001826 -0.0256913 0.00514963 -0.00467942
internal_weight=0 0.0284287 0.430888 0.0464355 0.384453 0.0217346
internal_count=1000 108 892 96 796 85
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=7
num_cat=1
split_feature=31 31 8 4 18 18
split_gain=0.00221341 0.0076439 0.00844715 0.00742472 0.00712188 0.0104121
threshold=-0.14971926808357236 0.38249349594116216 0 -0.38929480314254755 -1.6695563793182371 -0.65785545110702504
decision_type=2 2 1 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.07961557402874532 0.0056422010526933917 0.030730458487416269 -0.061618352117056623 -0.012696849293523159 -0.044170593565656571 0.013511004380563081
leaf_weight=0.012809639440964915 0.032698445322105363 0.06819708410922054 0.043527788161068059 0.093133156681039386 0.038451330788801252 0.16812922710305789
leaf_count=26 99 178 100 179 84 334
internal_value=0 -0.00666953 -0.0327659 0.00566063 0.00726114 0.00277459
internal_weight=0 0.237556 0.0762262 0.16133 0.21939 0.206581
internal_count=1000 556 199 357 444 418
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=6
num_cat=0
split_feature=11 2 4 4 16
split_gain=0.00220766 0.00344903 0.00343985 0.00274401 0.00224675
threshold=-5.2096197605133048 -2.481732845306396 -1.6822952032089231 -4.2021732330322257 0.2948185801506043
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.042677706485453271 0.055619751590048262 0.016687703042186228 -0.0048736582004449656 -0.075887649641806026 0.0090945729659200666
leaf_weight=0.0038221313880697485 0.01145680370140667 0.095673760381378425 0.32650593721441667 0.011063267766327822 0.0043280266312422109
leaf_count=24 19 247 638 46 26
internal_value=0 0.00148171 1.25467e-05 -0.0331583 -0.0519907
internal_weight=0 0.433637 0.42218 0.0192134 0.0153913
internal_count=1000 904 885 96 72
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=7
num_cat=1
split_feature=8 25 9 4 18 16
split_gain=0.00226799 0.00509746 0.00516376 0.00488691 0.00808255 0.00673467
threshold=0 -2.033527016639709 0.27495875954627996 1.581968426704407 0.091590221971273436 0.5102781653404237
decision_type=1 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.0052139139591741573 0.10015121792010165 -0.018414529155162753 0.01099057469014964 0.020302423228913954 -0.055456235845707948 0.056186618678310533
leaf_weight=0.096246731311492972 0.0044489755341601258 0.1655124056751065 0.093432226866655199 0.029198811447805395 0.027202414097454941 0.035473844573044033
leaf_count=274 7 278 212 52 51 126
internal_value=0 -0.00598112 -0.0078046 0.00839478 -0.0162361 0.0189414
internal_weight=0 0.263394 0.258945 0.188122 0.0564012 0.131721
internal_count=1000 497 490 503 103 400
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=7
num_cat=0
split_feature=3 9 4 19 13 22
split_gain=0.00215841 0.00480604 0.0067217 0.00327414 0.0064943 0.00643971
threshold=-2.0779349803924556 -1.6665836572647093 -1.5022985935211179 0.82704880833625805 0.72543808817863475 0.035218209028244025
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.080516496497983481 -0.0096888180334740292 0.042531394315970347 -0.076780515340504341 0.053363204270169398 0.022344001047559334 -0.0075080872437715889
leaf_weight=0.0035876684148092855 0.2688704480180879 0.0065317045837218748 0.017040878167638995 0.033288308084060247 0.082776217290259968 0.036366316731507808
leaf_count=9 540 17 82 88 173 91
internal_value=0 -0.0273097 -0.0437205 0.00177508 -0.00214842 0.0215826
internal_weight=0 0.0271603 0.0235726 0.421301 0.351647 0.0696546
internal_count=1000 108 99 892 713 179
is_linear=0
shrinkage=0.1


Tree=1000
num_leaves=7
num_cat=0
split_feature=22 22 5 4 17 28
split_gain=0.00222993 0.00627556 0.00612418 0.00594459 0.00980916 0.00875645
threshold=0.26117700338363653 0.22058840095996859 -3.3947547674179073 1.4291652441024782 -0.50485016405582417 -0.27788183093070978
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5
right_child=3 -3 -4 5 -6 -7
leaf_value=-0.076115676767380236 0.059975318257805325 -0.086470527523583751 0.00037361713715519798 -0.086020345247227015 0.0017546556539009654 0.0088962424105720646
leaf_weight=0.010945681853160472 0.040291407159292136 0.0093353638106066228 0.23964947359909217 0.014961422865548191 0.10270372326932065 0.02774128453003577
leaf_count=41 104 20 532 35 215 53
internal_value=0 -0.00596634 -0.00296734 0.00838193 0.0181594 -0.024359
internal_weight=0 0.259931 0.250595 0.185698 0.142995 0.0427027
internal_count=1000 593 573 407 319 88
is_linear=0
shrinkage=0.1


Tree=1001
num_leaves=8
num_cat=0
split_feature=9 6 7 3 3 7 18
split_gain=0.00249618 0.00784263 0.00866906 0.00472491 0.0123703 0.00615317 0.00445686
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 2.6622943878173833 3.0957533121109013 0.88489025831222545 -0.77683129906654347
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.014827025856893054 0.031524566020939067 0.054107181782544533 -0.005469541462716233 0.09828100442146212 -0.042020690673723077 0.02267214877334689 -0.070907954667028858
leaf_weight=0.24412516216466607 0.0058657009254190475 0.048917559501024499 0.048779084814818019 0.014324694128134752 0.011195960785844727 0.053313942267310344 0.015399010878791919
leaf_count=454 27 114 102 31 43 149 80
internal_value=0 0.0123821 0.024361 -0.00456257 0.0367304 -0.00810555 -0.0426528
internal_weight=0 0.118961 0.0976966 0.32296 0.0255207 0.297439 0.0212647
internal_count=1000 323 216 677 74 603 107
is_linear=0
shrinkage=0.1


Tree=1002
num_leaves=5
num_cat=0
split_feature=13 11 7 5
split_gain=0.00209536 0.00241366 0.00618929 0.00575341
threshold=-1.9400736093521116 -0.056552402675151818 -1.1093668341636655 -0.15890216827392575
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.058064581997366894 -0.038880136843029711 -0.0026145663745487883 0.0033406771569866574 0.032927135207983259
leaf_weight=0.0061310808818331166 0.052088103041679268 0.21753693600561175 0.10413329519913539 0.057607090444111497
leaf_count=24 176 391 294 115
internal_value=0 -0.000809627 -0.0107368 0.00482682
internal_weight=0 0.431365 0.156221 0.275144
internal_count=1000 976 470 506
is_linear=0
shrinkage=0.1


Tree=1003
num_leaves=8
num_cat=0
split_feature=9 4 5 6 3 3 30
split_gain=0.00211105 0.00684106 0.00979984 0.00473698 0.00407791 0.0110297 0.00534763
threshold=1.0618134737014773 0.4314530491828919 -0.51409405469894398 -1.7323389053344724 2.6622943878173833 3.0957533121109013 -0.75394436717033375
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.038374899994791212 -0.013805833785603136 -0.027098360578863487 0.04914015784504415 0.069484713165288522 0.097846190407044911 -0.038328418938311321 -0.0015629799661151364
leaf_weight=0.046914823857031607 0.009200777935997273 0.05700937605533829 0.023941029794203983 0.026480425142593411 0.012988087671828907 0.010973286606237087 0.24842885320703711
leaf_count=129 48 126 58 91 31 43 474
internal_value=0 0.0115283 -0.00455087 0.0480074 -0.00419159 0.035484 -0.00741049
internal_weight=0 0.116632 0.0809504 0.0356812 0.319305 0.0239614 0.295344
internal_count=1000 323 184 139 677 74 603
is_linear=0
shrinkage=0.1


Tree=1004
num_leaves=8
num_cat=1
split_feature=0 1 10 9 18 7 26
split_gain=0.00230646 0.00786385 0.00948384 0.00700665 0.00639369 0.00660173 0.00591308
threshold=-0.53437867760658253 0 2.3550301790237431 2.2335890531539921 0.07703485339879991 -2.1366169452667232 0.70119792222976696
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.028904332329518407 -0.020080079010721209 0.014154848750659194 0.042599643120440366 0.092937301603499639 0.0094289164003377186 -0.071429776454179569 -0.054642191605870138
leaf_weight=0.038760633457591842 0.153737407114515 0.14401305136669951 0.028635974798030261 0.012249068419894371 0.0159160286153055 0.027619130437386841 0.010840767403824947
leaf_count=117 307 258 98 41 48 96 35
internal_value=0 0.00386758 -0.0102382 0.0203304 -0.0139018 -0.0418686 0.0106446
internal_weight=0 0.338636 0.182373 0.156262 0.0931366 0.0435352 0.0496014
internal_count=1000 704 405 299 296 144 152
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=1005
num_leaves=5
num_cat=0
split_feature=20 20 13 20
split_gain=0.00213102 0.00236678 0.00752618 0.00518705
threshold=1.9680437445640566 1.0338996648788454 0.47651505470275884 0.90952742099761974
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.00086962193759628761 0.045943041296564402 -0.048708569742545872 0.037489426969740745 0.05745084103134529
leaf_weight=0.35419323579732581 0.0098763820304839101 0.03279058913858468 0.014657006680715234 0.015936459670391478
leaf_count=805 18 88 45 44
internal_value=0 -0.00105406 -0.0220812 0.00164145
internal_weight=0 0.417577 0.0474476 0.37013
internal_count=1000 982 133 849
is_linear=0
shrinkage=0.1


Tree=1006
num_leaves=5
num_cat=0
split_feature=5 11 3 9
split_gain=0.0020908 0.00338499 0.00529218 0.00469436
threshold=-4.0636310577392569 4.6643924713134775 -0.40226960182189936 -2.2834039926528926
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.04876171904344672 -0.032778421471148629 -0.024996543757746233 0.041762803089372781 0.0017230542340975138
leaf_weight=0.0086051238826096998 0.045123032572950805 0.016448406029155649 0.042700559564421425 0.31294660841807304
leaf_count=36 109 33 76 746
internal_value=0 0.00103616 0.0231981 -0.00262473
internal_weight=0 0.417219 0.059149 0.35807
internal_count=1000 964 109 855
is_linear=0
shrinkage=0.1


Tree=1007
num_leaves=4
num_cat=0
split_feature=16 16 22
split_gain=0.00215803 0.00309234 0.00314374
threshold=1.8939462900161745 1.6985672116279604 -1.0270571708679197
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.021596527102082666 0.046673793808318501 -0.05015754594471631 -0.0032410900056334697
leaf_weight=0.059871623936300189 0.0096913634989705955 0.012444773161586431 0.34235200594616794
leaf_count=144 27 20 809
internal_value=0 -0.00106295 0.000456029
internal_weight=0 0.414668 0.402224
internal_count=1000 973 953
is_linear=0
shrinkage=0.1


Tree=1008
num_leaves=8
num_cat=0
split_feature=4 9 9 19 11 9 5
split_gain=0.00206681 0.0126572 0.00702499 0.00671723 0.0048998 0.00624031 0.00590783
threshold=-2.1543085575103755 -0.92759951949119557 -3.0424852371215816 1.5189371109008791 -1.9419997930526731 -1.9159966707229612 0.72707492113113414
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.10002409171285992 -0.066664197275411341 0.10010125826435667 0.003336413186876273 -0.044691867419618968 0.03479797539775379 -0.0043982685927466047 -0.00023351928293938171
leaf_weight=0.0079490436754667826 0.024817565052445811 0.019332499826845595 0.038058035934000145 0.0038405056313699495 0.048419705252817913 0.25208155944008503 0.02906635512533029
leaf_count=22 85 102 86 14 97 499 95
internal_value=0 0.0158348 -0.0145221 0.0761044 -0.00306177 0.00191741 -0.0308298
internal_weight=0 0.0691801 0.0460071 0.023173 0.354385 0.300501 0.0538839
internal_count=1000 224 108 116 776 596 180
is_linear=0
shrinkage=0.1


Tree=1009
num_leaves=8
num_cat=1
split_feature=8 7 27 22 6 10 9
split_gain=0.00215691 0.00507121 0.0063841 0.00489227 0.00417787 0.00768552 0.00540589
threshold=0 -0.53416204452514637 -0.99950659275054921 0.18504730612039569 0.77008655667305004 -1.9995312094688413 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.053804225504594606 -0.041816292186209282 0.011580419307867303 0.0078326270198198142 0.078903551732219246 0.040620293344409593 -0.043856760615656208 0.0090515901352631167
leaf_weight=0.019857786525982135 0.024216829276497265 0.028525015260056463 0.10928112041507571 0.017364960587445522 0.013427477429559076 0.054404944084742723 0.15217014507810134
leaf_count=45 51 134 229 95 17 138 291
internal_value=0 0.00850153 -0.00164532 0.0370558 -0.00604323 -0.0271345 0.00206775
internal_weight=0 0.175029 0.129139 0.04589 0.244219 0.0678324 0.176387
internal_count=1000 503 274 229 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=1010
num_leaves=4
num_cat=0
split_feature=26 26 6
split_gain=0.00221913 0.0022872 0.00259466
threshold=-2.4219849109649654 -2.1030595302581783 2.2315721511840825
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.089059637987991158 0.090062590919188612 0.0022769146300253311 -0.027849677739190434
leaf_weight=0.0027774836849232534 0.0028397080791142662 0.37932123588559752 0.03091788916928806
leaf_count=8 12 858 122
internal_value=0 0.000625499 6.40802e-06
internal_weight=0 0.413079 0.410239
internal_count=1000 992 980
is_linear=0
shrinkage=0.1


Tree=1011
num_leaves=8
num_cat=0
split_feature=28 7 6 28 13 12 21
split_gain=0.00200887 0.00795603 0.00687335 0.00565211 0.0074943 0.00509457 0.00460951
threshold=0.89896380901336681 -0.53416204452514637 1.045319199562073 0.36148001253604894 -0.080186594277620302 0.4341959953308106 -0.6137670874595641
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=0.02486742255569175 0.013425676413488345 0.07268100367302989 -0.07503240343869709 0.0092331412297970063 -0.060972860862605553 -0.0098250475814990676 -0.0046984832854543458
leaf_weight=0.070761356204533998 0.02607961006091486 0.025638390868039096 0.013245230228159599 0.026816016807270193 0.035115719224264375 0.010569303864087942 0.20695759216139864
leaf_count=164 52 66 38 72 88 26 494
internal_value=0 0.0147737 -0.0163684 -0.00325701 -0.0305741 0.0485969 0.00283476
internal_weight=0 0.0755325 0.0393248 0.339651 0.0619317 0.0362077 0.277719
internal_count=1000 182 90 818 160 92 658
is_linear=0
shrinkage=0.1


Tree=1012
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.00211015 0.00518018 0.00303737
threshold=-2.0173729658126827 -1.7747542858123777 -2.0779349803924556
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.048898947465884857 -0.074938215140384318 -0.035202451558193758 0.0028583551060580746
leaf_weight=0.0086459462221863959 0.0092654346855454151 0.022222185743694278 0.37129057394754517
leaf_count=24 20 103 853
internal_value=0 -0.00103116 0.000709011
internal_weight=0 0.402778 0.393513
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=1013
num_leaves=8
num_cat=1
split_feature=8 4 10 21 31 12 24
split_gain=0.00202732 0.00450208 0.00565751 0.00529508 0.00368727 0.00646676 0.00405414
threshold=0 0.45788866281509405 -3.8521424531936641 -0.81699246168136586 1.3691098093986513 0.53920793533325206 -0.13472241908311841
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.072951000297033594 0.0007396507642982368 -0.05292682918780113 0.032326915145695405 0.0057561715368477841 0.068573192251891887 -0.037804085077600046 -0.0072638892061037477
leaf_weight=0.0054705342479905985 0.14946504175774245 0.0197247992496562 0.07628306212044389 0.069743883390224859 0.013153372533906804 0.061415088538253171 0.015189449652217579
leaf_count=20 322 32 305 146 27 125 23
internal_value=0 0.00831902 0.0252823 -0.00718143 -0.00593403 -0.0104855 0.0279307
internal_weight=0 0.171222 0.0817536 0.0894687 0.239223 0.21088 0.0283428
internal_count=1000 503 325 178 497 447 50
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=1014
num_leaves=8
num_cat=1
split_feature=0 1 10 9 2 10 6
split_gain=0.00213905 0.0060672 0.00785779 0.00644731 0.00540689 0.00789666 0.000776941
threshold=-0.53437867760658253 0 1.8647432923316958 1.555183529853821 2.5457446575164799 -0.25624310970306391 0.09400311112403871
decision_type=2 1 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.048301803111652733 -0.019883838100878681 0.0092053277350922034 0.032877357969294335 0.064767091294883603 -0.049939294287904203 0.019650610228642548 -0.10006434774112623
leaf_weight=0.026097694859210208 0.13626741271847842 0.12231015282454827 0.035602325673379509 0.025184971992785243 0.006163964077193107 0.049610782834105471 0.0062052799195444486
leaf_count=81 285 224 120 75 26 165 24
internal_value=0 0.00381399 -0.00895451 0.0186926 -0.0137882 -0.00377347 -0.0750855
internal_weight=0 0.319365 0.17187 0.147495 0.0880777 0.0757085 0.0123692
internal_count=1000 704 405 299 296 246 50
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.1


Tree=1015
num_leaves=6
num_cat=0
split_feature=22 7 31 12 24
split_gain=0.00207077 0.00648815 0.00334147 0.00658462 0.00463345
threshold=1.4963601827621462 -0.96313458681106556 1.3691098093986513 0.53920793533325206 0.57650366425514232
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.012238641141525317 -0.019689620490432654 0.067545234566479678 -0.01409210804685972 0.068964318141134962 0.01502366834090489
leaf_weight=0.24839783016402767 0.017187811835736255 0.01691797682098628 0.019862229941213894 0.018376252508623736 0.083230611528007259
leaf_count=619 32 35 62 28 224
internal_value=0 0.0235827 -0.00216894 0.0258223 -0.00539647
internal_weight=0 0.0341058 0.369867 0.0382385 0.331628
internal_count=1000 67 933 90 843
is_linear=0
shrinkage=0.1


Tree=1016
num_leaves=8
num_cat=0
split_feature=31 27 0 31 29 11 31
split_gain=0.0020982 0.006634 0.00721685 0.00621296 0.00619399 0.00605349 0.00290047
threshold=-0.14971926808357236 1.0865690112113955 0.38903948664665228 0.38249349594116216 0.51846581697464 -2.657573819160461 -0.6441834270954131
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.012284640452823204 0.042968118952908252 -0.011588867561724357 0.029618005017630591 -0.0078713853057972051 0.039060402667704885 -0.044312700453410278 -0.090089868961818032
leaf_weight=0.066451617418334052 0.0092286017995597547 0.0099360761641387185 0.10774600063351858 0.10370118245764293 0.038584584604080874 0.057192114401131533 0.0089430336220504003
leaf_count=179 38 32 213 268 89 161 20
internal_value=0 0.00753101 0.0136333 -0.00693291 0.00485542 -0.0321858 -0.0487748
internal_weight=0 0.193077 0.174198 0.208706 0.142286 0.0664207 0.0188791
internal_count=1000 444 392 556 357 199 52
is_linear=0
shrinkage=0.1


Tree=1017
num_leaves=8
num_cat=1
split_feature=8 0 28 6 5 11 7
split_gain=0.00205867 0.00408315 0.00663378 0.00579816 0.00356237 0.0117077 0.00750905
threshold=0 0.23862367868423465 0.032380197197198875 2.1336631774902348 -0.15890216827392575 0.10654639080166818 -0.50514426827430714
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.002880213652505148 0.0072144475674071401 0.053723373667913799 -0.0031627312161156282 -0.076905199247212494 -0.01766201907338226 0.062023882955346055 -0.037233082641127381
leaf_weight=0.073678157392228244 0.075830915012590427 0.039730059689395691 0.042352798293937788 0.010393294867973718 0.051262811432643218 0.02879432570392737 0.076207247570478587
leaf_count=205 148 126 142 30 129 49 171
internal_value=0 0.00850651 0.0243715 -0.00698322 -0.00607432 0.0109988 -0.0150643
internal_weight=0 0.166154 0.0820829 0.0840715 0.232095 0.0800571 0.152038
internal_count=1000 503 268 235 497 178 319
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=1018
num_leaves=7
num_cat=0
split_feature=7 2 20 10 3 2
split_gain=0.00210826 0.00632276 0.00587734 0.00378182 0.00433871 0.00391598
threshold=1.332841753959656 -1.1187212467193601 0.14777838438749316 -4.9047172069549552 -1.6802225112915037 -0.92810726165771473
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.021519722603048227 -0.069451648883465097 0.0018312900394664927 0.080697523815203384 0.034066292983178446 -0.077415359148664264 -0.0035363586735514298
leaf_weight=0.0066145408529436614 0.006682643912690688 0.021860281154386318 0.016643610165856915 0.030526871554471313 0.013437554540814745 0.2985632198354346
leaf_count=25 26 75 70 82 38 684
internal_value=0 0.0203381 0.0359218 -0.00261733 -0.0447799 -4.82825e-05
internal_weight=0 0.0451865 0.0385039 0.349142 0.0200521 0.32909
internal_count=1000 171 145 829 63 766
is_linear=0
shrinkage=0.1


Tree=1019
num_leaves=6
num_cat=0
split_feature=29 29 27 22 13
split_gain=0.00193084 0.00348971 0.00488621 0.00380607 0.00226359
threshold=-1.7141830921173093 -1.1724481582641599 -0.3407179713249206 -1.0270571708679197 0.37701444327831274
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0052840222177642504 0.020032715735993162 0.025729372154788828 -0.086008499307625705 -0.0033652030713511175 0.078988890799310707
leaf_weight=0.0061671673493037815 0.0071920928712656531 0.052641079202813579 0.010978074701328056 0.30825494639042716 0.0065964120329340403
leaf_count=21 22 132 38 768 19
internal_value=0 -0.00127431 -0.0440354 0.000878595 0.0382695
internal_weight=0 0.379066 0.0181702 0.360896 0.0127636
internal_count=1000 960 60 900 40
is_linear=0
shrinkage=0.1


Tree=1020
num_leaves=6
num_cat=0
split_feature=13 13 4 13 20
split_gain=0.00196192 0.00376376 0.00350939 0.00298069 0.00339398
threshold=-1.2598152160644529 -1.3131613731384275 1.5504462718963625 -1.187853932380676 -1.1364628076553343
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.030001101122595814 -0.068413836053773741 0.089361423140453922 -0.055603351431082942 0.027076831316872108 -0.0042429343288051553
leaf_weight=0.016587034847965532 0.0066420680965393322 0.0068999752570402242 0.0067328104565405047 0.038876122202672225 0.31453884284835043
leaf_count=64 16 12 20 106 782
internal_value=0 0.0244824 0.00528573 -0.00204505 -0.000797718
internal_weight=0 0.0302198 0.0233198 0.360057 0.353415
internal_count=1000 96 84 904 888
is_linear=0
shrinkage=0.1


Tree=1021
num_leaves=5
num_cat=0
split_feature=20 10 5 6
split_gain=0.00184238 0.00199098 0.00306223 0.00297841
threshold=1.9680437445640566 -6.1436679363250724 -0.15890216827392575 -2.5814753770828243
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.020282854871077168 0.044724213625937835 -0.0063021957534313711 0.012949303929771262 -0.081834952460120805
leaf_weight=0.0047393507850586047 0.0090021775756667921 0.24255921425485194 0.12530950535170815 0.0071879455831549421
leaf_count=18 18 571 370 23
internal_value=0 -0.00104815 0.000255567 -0.0412581
internal_weight=0 0.379796 0.367869 0.0119273
internal_count=1000 982 941 41
is_linear=0
shrinkage=0.1


Tree=1022
num_leaves=7
num_cat=0
split_feature=11 2 5 7 9 18
split_gain=0.00181193 0.00276915 0.00331772 0.00188621 0.00237254 0.00137928
threshold=-5.2096197605133048 -2.481732845306396 2.0177078247070317 1.0000000180025095e-35 -2.2614622116088863 0.20851406455039981
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.093273175742475858 0.054998488620309441 -0.0022514027316244524 0.040029674429286843 -0.054706525183657762 0.071237123719295123 -0.019022755524185048
leaf_weight=0.00546533790080872 0.0094052777603224058 0.34275668115871344 0.019621086756095085 0.0028438164840736135 0.0031553949699514297 0.0046138584640873503
leaf_count=28 19 811 74 9 32 27
internal_value=0 0.0014283 3.79228e-05 -0.0328597 0.0115358 -0.0592843
internal_weight=0 0.371783 0.362378 0.0160784 0.00599921 0.0100792
internal_count=1000 904 885 96 41 55
is_linear=0
shrinkage=0.1


Tree=1023
num_leaves=7
num_cat=0
split_feature=11 22 22 15 15 4
split_gain=0.00185781 0.00526594 0.00721908 0.00398049 0.0073814 0.00706378
threshold=4.6643924713134775 1.0790037512779238 -0.973119556903839 0.14212975651025775 0.26647262275218969 -0.31387105584144587
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=0.004326153357748606 0.078838544131502444 0.082153222390070849 -0.016770490138152672 0.064101067735535255 9.5728618362477788e-05 -0.03679737322781651
leaf_weight=0.096102955580080085 0.0099231110728972283 0.010084172969257565 0.038685920716204691 0.020742925609724461 0.13715815025575395 0.073879468220156119
leaf_count=275 23 21 76 51 354 200
internal_value=0 0.0163901 0.00274726 -0.00292799 0.00850389 -0.0135474
internal_weight=0 0.0586932 0.048609 0.327883 0.157901 0.169982
internal_count=1000 120 99 880 405 475
is_linear=0
shrinkage=0.1


Tree=1024
num_leaves=8
num_cat=0
split_feature=13 27 27 30 30 4 18
split_gain=0.0017785 0.00323978 0.00287613 0.00255974 0.00349841 0.00332927 0.0015999
threshold=-1.2598152160644529 -0.25377622246742243 -1.2448605895042417 -1.3221759200096128 -1.1328976750373838 0.29749429225921636 -0.11069494858384131
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.035136181521300477 -0.0060592626862490291 0.017201327139840614 -0.059476130764203397 0.059695986124039362 -0.001660969824487281 -0.093234511483252347 0.08067584334265103
leaf_weight=0.0062267602062320293 0.012074547823644366 0.0069412512118232064 0.0066385034946101484 0.0095655031143877522 0.32587024136496312 0.0068754461268358815 0.0092796163240933538
leaf_count=16 40 24 27 32 805 27 29
internal_value=0 0.0237911 -0.013684 -0.00193131 8.87249e-05 -0.0376882 0.0535138
internal_weight=0 0.0290861 0.0128653 0.354386 0.335436 0.01895 0.0162209
internal_count=1000 96 43 904 837 67 53
is_linear=0
shrinkage=0.1


Tree=1025
num_leaves=6
num_cat=0
split_feature=3 11 7 3 4
split_gain=0.0019849 0.00215203 0.00543012 0.00478504 0.00114102
threshold=-2.7369303703308101 -0.056552402675151818 2.3343892097473149 1.4809150695800783 -0.31387105584144587
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.013115382599031559 -0.015058873999146842 0.017952531365959441 0.057211115105281964 -0.011123448277899359 -0.095031466543404122
leaf_weight=0.0034479153535471596 0.12485105710337074 0.14641865454155045 0.011341039963045141 0.092267264391496906 0.0033550302465351614
leaf_count=18 404 277 58 209 34
internal_value=0 0.000989582 -0.00904078 0.00671282 -0.0535142
internal_weight=0 0.374878 0.136192 0.238686 0.00680295
internal_count=1000 948 462 486 52
is_linear=0
shrinkage=0.1


Tree=1026
num_leaves=7
num_cat=1
split_feature=8 25 9 4 11 30
split_gain=0.00184515 0.00408817 0.00427706 0.00390752 0.00542578 0.00502242
threshold=0 -2.033527016639709 0.27495875954627996 0.61790910363197338 -0.63245621323585499 0.33724230527877813
decision_type=1 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.00047820764070902649 0.10012436120343876 -0.018102331923905608 0.011157039053473388 0.00908299536919175 0.051997263471886671 -0.045546079735991805
leaf_weight=0.042287157531400971 0.0035782397576440408 0.13971211611018575 0.077768071827797214 0.0558937483380825 0.036895068649127505 0.024079417134117875
leaf_count=195 7 278 212 108 136 64
internal_value=0 -0.0058952 -0.00763956 0.0082258 0.0239728 -0.00736548
internal_weight=0 0.221058 0.21748 0.159155 0.0791822 0.0799732
internal_count=1000 497 490 503 331 172
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=1027
num_leaves=6
num_cat=0
split_feature=3 4 7 10 2
split_gain=0.00196847 0.00527994 0.00523469 0.00406403 0.00472664
threshold=-0.24213722348213193 -3.3705158233642574 -2.702191829681396 -5.3222155570983878 -0.57413148880004872
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.05763381131187334 -0.065291964887838283 0.020816728415374627 -0.028452946523654928 0.045394917932879406 0.0023231112642494935
leaf_weight=0.010535921629283962 0.0079329143777613353 0.02862413224314686 0.087429403223294511 0.028913138570330399 0.21444853565162336
leaf_count=38 19 81 245 107 510
internal_value=0 -0.0101473 -0.0163008 0.00514433 0.00744036
internal_weight=0 0.126589 0.116054 0.251295 0.243362
internal_count=1000 364 326 636 617
is_linear=0
shrinkage=0.1


Tree=1028
num_leaves=6
num_cat=0
split_feature=5 11 29 9 29
split_gain=0.0019365 0.0029075 0.00504014 0.00363079 0.00140765
threshold=-3.7824122905731197 4.6643924713134775 0.70937657356262218 -2.2834039926528926 -0.21924977004528043
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0046890256951732613 -0.030926069251129885 0.042667405809856604 -0.028625821418855325 0.0017097420146877261 -0.077221217689579125
leaf_weight=0.0052166492633426431 0.038897006098550513 0.036933951516047614 0.01355572230454527 0.27577086258408368 0.0054931871102192886
leaf_count=19 109 74 29 740 29
internal_value=0 0.00124987 0.0235262 -0.00232447 -0.0418915
internal_weight=0 0.365158 0.0504897 0.314668 0.0107098
internal_count=1000 952 103 849 48
is_linear=0
shrinkage=0.1


Tree=1029
num_leaves=8
num_cat=0
split_feature=31 27 2 11 7 31 25
split_gain=0.00190672 0.00585115 0.00606444 0.00564111 0.00743902 0.00543294 0.0031741
threshold=-0.14971926808357236 1.2188372015953066 0.30985975265502935 0.67859104275703441 0.81064110994339 -0.97162488102912892 0.42905591428279882
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.028612996370099644 0.012698602249216335 0.068063682338571754 -0.026477336672616886 -0.0041431479012196794 0.042577503886086554 0.043711277486388006 -0.017097858629219424
leaf_weight=0.062567486276064344 0.060609928458114526 0.014851802224270627 0.11352706582467564 0.040767467352154085 0.019177026031674371 0.056747863711415381 0.0062051049225999569
leaf_count=187 168 45 318 75 72 110 25
internal_value=0 -0.00682121 -0.0128418 0.00746337 -0.0119119 0.0237052 0.0429681
internal_weight=0 0.195194 0.174137 0.17926 0.0817445 0.0975153 0.0210569
internal_count=1000 556 486 444 259 185 70
is_linear=0
shrinkage=0.1


Tree=1030
num_leaves=8
num_cat=0
split_feature=5 6 10 4 3 26 15
split_gain=0.00199105 0.00690761 0.00629493 0.00514546 0.00469354 0.00525519 0.00242429
threshold=-0.94487735629081715 -0.69330593943595875 -1.5789780020713804 -1.2004670500755308 2.7546696662902836 -1.2671917080879209 -0.22039064019918439
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.012118535668624045 -0.052354328245377502 0.051261500494705715 -0.0085713793023555734 -0.087927297098878157 0.0086436896614832236 0.0075841906021889231 0.09996205516937462
leaf_weight=0.0073909933468314639 0.015921316429600374 0.020670815663436315 0.11773911375827062 0.016884909425660566 0.0046258715145057758 0.18003334506322244 0.0078245363288573788
leaf_count=19 45 42 284 83 23 466 38
internal_value=0 -0.00826529 0.000364356 -0.0574675 0.00649696 0.00271419 0.0660333
internal_weight=0 0.162686 0.13841 0.0242759 0.208405 0.195955 0.0124504
internal_count=1000 428 326 102 572 511 61
is_linear=0
shrinkage=0.1


Tree=1031
num_leaves=4
num_cat=0
split_feature=29 22 9
split_gain=0.0017894 0.00217948 0.00213528
threshold=-2.0384702682495113 1.9384591579437258 0.12808340787887576
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=0.048689066699385504 -0.009790871220634656 0.048613568713236938 0.0057927304556965259
leaf_weight=0.0074020742412699283 0.18048639672661351 0.0086487258987203441 0.17145043777404953
leaf_count=20 466 23 491
internal_value=0 -0.000980371 -0.00219912
internal_weight=0 0.360586 0.351937
internal_count=1000 980 957
is_linear=0
shrinkage=0.1


Tree=1032
num_leaves=8
num_cat=0
split_feature=28 7 6 28 13 29 12
split_gain=0.00176262 0.00660472 0.00560421 0.00436319 0.00621651 0.00437534 0.00369118
threshold=0.89896380901336681 -0.53416204452514637 1.045319199562073 0.36148001253604894 -0.61791321635246266 -0.052107142284512513 0.32925777137279516
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.017307992443125138 0.01308972381186875 0.072606808132773218 -0.072465253697777704 0.036996192943760366 -0.046221122540847426 -0.0094831758263336126 0.0011007318308979971
leaf_weight=0.10971083500763712 0.02283913176249186 0.020692395049863421 0.011517378654346544 0.011342110351978185 0.043044471554171793 0.13717538444140615 0.011087012660823348
leaf_count=317 52 62 38 38 122 341 30
internal_value=0 0.0148023 -0.015591 -0.00322609 -0.0288665 0.00242223 0.0476602
internal_weight=0 0.0661359 0.0343565 0.301273 0.0543866 0.246886 0.0317794
internal_count=1000 182 90 818 160 658 92
is_linear=0
shrinkage=0.1


Tree=1033
num_leaves=8
num_cat=1
split_feature=8 7 27 22 6 11 9
split_gain=0.00182821 0.00405278 0.00488773 0.00433679 0.00336843 0.00448612 0.00307933
threshold=0 -0.53416204452514637 -0.99950659275054921 0.18504730612039569 1.8600274920463564 3.7105647325515752 -1.8467977046966551
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.050601855933971873 -0.010210767928910515 0.010442800473409024 0.007423835187150743 0.078318629010415808 0.02239427181634163 0.027979824694325806 -0.090756607440667603
leaf_weight=0.017124115326918599 0.16174697281853112 0.025488985182228863 0.095336018516343879 0.014925158893244084 0.0033802921721246557 0.037980403216122838 0.0083372818089726408
leaf_count=45 356 134 229 95 20 78 43
internal_value=0 0.00834896 -0.00141164 0.0355097 -0.00600553 -0.0029484 -0.0581148
internal_weight=0 0.152874 0.11246 0.0404141 0.211445 0.199727 0.0117176
internal_count=1000 503 274 229 497 434 63
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=1034
num_leaves=7
num_cat=0
split_feature=27 3 20 24 31 21
split_gain=0.00190897 0.00550239 0.00539502 0.00391433 0.00828698 0.00665289
threshold=-0.56510543823242176 -1.7815890312194822 0.45991475880146032 0.3721322119235993 0.6034916639328004 1.0718984603881838
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=-0.077963128916960611 -0.023056850027904682 0.0015356800141905352 0.051579567502888168 0.037245058876956734 -0.034611614932314037 0.023034289011092265
leaf_weight=0.0065080311960201689 0.13933780485084807 0.070188190702479503 0.031081995994359346 0.050894546148072872 0.023441896277148544 0.040395722042337656
leaf_count=33 398 179 80 156 67 87
internal_value=0 0.0111673 0.0168952 -0.00471522 0.0145852 -0.0126977
internal_weight=0 0.107778 0.10127 0.25407 0.0743364 0.179734
internal_count=1000 292 259 708 223 485
is_linear=0
shrinkage=0.1


Tree=1035
num_leaves=8
num_cat=1
split_feature=8 4 18 16 5 2 11
split_gain=0.00173475 0.00385824 0.00585813 0.00519351 0.00346431 0.00777198 0.00607992
threshold=0 1.581968426704407 0.091590221971273436 0.5102781653404237 -1.2619942426681516 2.1161124706268315 3.1077305078506474
decision_type=1 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0052534941317267918 -0.044302069327157294 0.017756801775152105 -0.054978491430093437 0.0554056396411364 -0.0046798284990223682 0.026098218571412458 0.057634453799491253
leaf_weight=0.077507354411948753 0.052197617030436239 0.023507515768365711 0.020933875476317532 0.028146491625572923 0.11604136740470672 0.022415426588390019 0.018099694037886138
leaf_count=274 153 52 51 126 261 51 32
internal_value=0 0.00821588 -0.0165048 0.0186142 -0.00587939 -0.0231522 0.00372826
internal_weight=0 0.150095 0.0444414 0.105654 0.208754 0.074613 0.134141
internal_count=1000 503 103 400 497 204 293
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=1036
num_leaves=6
num_cat=0
split_feature=3 18 20 31 19
split_gain=0.00177013 0.00522796 0.00549496 0.00303422 0.00386245
threshold=-0.81044566631317128 1.2640730142593386 0.47881735861301428 -1.7747542858123777 0.82704880833625805
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.022566636470932003 -0.046851965365647681 -0.10005499155313341 0.037267308012706939 0.00092706119917035671 0.034740980757521307
leaf_weight=0.054000768409096567 0.011306220890780594 0.0063474338230662388 0.021443488462002058 0.22271077090513824 0.03982100722019849
leaf_count=171 35 22 71 563 138
internal_value=0 -0.0128933 -0.00556006 0.00387152 0.00605598
internal_weight=0 0.0817917 0.0754443 0.273838 0.262532
internal_count=1000 264 242 736 701
is_linear=0
shrinkage=0.1


Tree=1037
num_leaves=8
num_cat=0
split_feature=4 9 19 0 11 9 5
split_gain=0.00169621 0.0101858 0.00605333 0.00553498 0.00394122 0.0052216 0.00453955
threshold=-2.1543085575103755 -0.92759951949119557 1.5189371109008791 0.75287938117980968 -1.9419997930526731 -1.9159966707229612 0.56105643510818493
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.048152230786041306 -0.06673520064658163 0.10008380615859616 -0.04561786975316208 -0.038305609160333605 0.034711885529260827 -0.0044754277346299052 -0.0023676150363194952
leaf_weight=0.010172925800475241 0.019434364994520115 0.01609887968523338 0.003465203834320362 0.027211457643673498 0.040506037623262436 0.2117846482121456 0.025117203605244498
leaf_count=36 81 102 14 72 97 499 99
internal_value=0 0.0158153 0.074277 -0.014779 -0.00302588 0.00181621 -0.0304462
internal_weight=0 0.0569485 0.0195641 0.0373844 0.296842 0.252291 0.0445516
internal_count=1000 224 116 108 776 596 180
is_linear=0
shrinkage=0.1


Tree=1038
num_leaves=6
num_cat=0
split_feature=27 2 5 27 25
split_gain=0.0018177 0.00493043 0.00585729 0.00356515 0.00320048
threshold=-0.56510543823242176 3.0348654985427861 -1.6242005228996275 -0.53441923856735218 -1.7371324896812437
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.045049434471031678 -0.077492142968230579 0.076783957702253589 0.016676321822980806 0.059814909672160778 -0.00480517516104412
leaf_weight=0.019390273313629081 0.0065418202487421686 0.010299714091211776 0.074205592302014622 0.0079264073031344306 0.23190040355282188
leaf_count=68 16 36 188 23 669
internal_value=0 0.0111151 0.00388859 -0.00465621 -0.00266945
internal_weight=0 0.103896 0.0935959 0.246369 0.239827
internal_count=1000 292 256 708 692
is_linear=0
shrinkage=0.1


Tree=1039
num_leaves=8
num_cat=0
split_feature=9 6 7 7 7 16 18
split_gain=0.00174417 0.00666172 0.00651139 0.00330976 0.00380291 0.00364933 0.00320032
threshold=1.0618134737014773 -1.5804541110992429 -1.3801147341728208 -3.3866791725158687 -3.9560654163360591 -1.4427587389945982 -0.77683129906654347
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.0021884020052350818 0.026299183636160579 0.052773358452248259 -0.0051421100775078067 -0.040831414804651633 -0.10008678080518357 0.0025413723064425125 -0.071399457226576313
leaf_weight=0.0083983994404128737 0.0045911152183535356 0.039107664819802324 0.038546975279285522 0.021307993617572518 0.0075216405657556598 0.21652233670580234 0.012431669460289618
leaf_count=32 27 114 102 63 16 566 80
internal_value=0 0.0116053 0.0240247 -0.00429937 -0.0484418 -0.00134454 -0.0450497
internal_weight=0 0.0946774 0.0776546 0.25375 0.01592 0.23783 0.0170228
internal_count=1000 323 216 677 48 629 107
is_linear=0
shrinkage=0.1


Tree=1040
num_leaves=8
num_cat=0
split_feature=25 4 0 4 21 7 31
split_gain=0.00177577 0.0045215 0.00746028 0.00650245 0.00450738 0.00630187 0.00612343
threshold=0.10375598073005678 1.6072534918785097 0.58521056175231945 1.1301271319389345 0.099660724401474013 -1.6289549469947813 0.48320357501506811
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.0077987146637437709 0.045114337511118763 -0.08548693858459025 0.0083113352953111588 0.048016088046264227 -0.05059250876971258 0.01166554210397862 -0.013774947655417072
leaf_weight=0.13714209903316765 0.051220402243381924 0.01727843412120228 0.016650818686628099 0.024619760200958352 0.024866913076800223 0.046964841574059779 0.026946484686612759
leaf_count=395 165 52 43 47 71 156 71
internal_value=0 -0.00626537 -0.0394553 0.000696162 0.00819593 -0.00988712 0.0248134
internal_weight=0 0.195691 0.0339293 0.161762 0.149999 0.0718318 0.0781669
internal_count=1000 537 95 442 463 227 236
is_linear=0
shrinkage=0.1


Tree=1041
num_leaves=8
num_cat=1
split_feature=8 7 24 9 6 29 9
split_gain=0.00170017 0.00357869 0.00518867 0.00391942 0.00344569 0.00687369 0.00445522
threshold=0 -0.24360075592994687 1.6863377690315249 -1.1080552935600279 0.77008655667305004 -0.19384890794754026 -2.2834039926528926
decision_type=1 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.005363515496035906 -0.042148377067443593 0.10003674375503786 0.08066326960011401 0.017346424758132719 0.0092078192233127371 -0.061383566394657932 0.0091559932713843033
leaf_weight=0.10629860465994365 0.019592691181358646 0.0078391811259908017 0.0075062282637645686 0.021325492885083203 0.026740176787996006 0.028490874379177633 0.12437170311269607
leaf_count=282 51 70 15 136 60 95 291
internal_value=0 0.00831975 0.000310555 0.0395728 -0.00597256 -0.0272067 0.00217378
internal_weight=0 0.14297 0.113805 0.0291647 0.199195 0.0552311 0.143964
internal_count=1000 503 297 206 497 155 342
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=1042
num_leaves=8
num_cat=0
split_feature=4 9 15 19 11 9 9
split_gain=0.00171062 0.0089376 0.00529556 0.00508563 0.00344639 0.00448269 0.00438677
threshold=-2.1543085575103755 -1.2797542214393614 1.3031024336814883 1.4531064033508303 -1.9419997930526731 -0.25800773501396174 -1.9159966707229612
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.045614703853558279 -0.068661797701951896 0.078425308099677668 0.059145105142258861 -0.044571209345626084 0.032283367272202636 -0.0025524901042082997 -0.0043393709092400248
leaf_weight=0.021895398757990847 0.017235089117917823 0.021539438154116741 0.0061892651883681529 0.0039833996894031989 0.038942243120588138 0.025332665387620912 0.20428025262599853
leaf_count=79 65 115 12 18 97 115 499
internal_value=0 0.016397 -0.0225279 0.059229 -0.00306979 -0.0293192 0.00152428
internal_weight=0 0.0536075 0.0280847 0.0255228 0.28579 0.0425678 0.243222
internal_count=1000 224 91 133 776 180 596
is_linear=0
shrinkage=0.1


Tree=1043
num_leaves=4
num_cat=0
split_feature=31 31 3
split_gain=0.00163572 0.0038003 0.00294609
threshold=-2.0173729658126827 -1.7747542858123777 -0.81044566631317128
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.048262852115167454 -0.073166942467489962 -0.017023125434737937 0.0057897576286700001
leaf_weight=0.006881931740168489 0.0071381321900148001 0.073270409159841066 0.24894489321483515
leaf_count=24 20 255 701
internal_value=0 -0.000996607 0.000602204
internal_weight=0 0.329353 0.322215
internal_count=1000 976 956
is_linear=0
shrinkage=0.1


Tree=1044
num_leaves=4
num_cat=0
split_feature=9 31 31
split_gain=0.00165408 0.00252353 0.00332747
threshold=-4.1324503421783438 -2.0173729658126827 -1.7747542858123777
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.052485708953100646 0.065997067381384653 -0.069570594200818639 0.001251857137961735
leaf_weight=0.0058973003308739882 0.0058575715173496681 0.0067757924564979524 0.31690978331998809
leaf_count=24 22 20 934
internal_value=0 0.000946499 -0.000230687
internal_weight=0 0.329543 0.323686
internal_count=1000 976 954
is_linear=0
shrinkage=0.1


Tree=1045
num_leaves=7
num_cat=0
split_feature=0 4 21 9 6 11
split_gain=0.00164483 0.00376637 0.00484871 0.00305176 0.00755169 0.00356864
threshold=-1.608339190483093 -0.97413113713264454 0.79399952292442333 1.2183623313903811 -1.5804541110992429 5.1782035827636728
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.075374241070134324 -0.0076530410578960475 -0.068931235436739208 0.025832091075085013 -0.045463376963022814 0.03743939312791808 0.030527469725361186
leaf_weight=0.0033889265977080632 0.21109648